{"id":308894,"date":"2020-07-16T05:00:37","date_gmt":"2020-07-16T09:00:37","guid":{"rendered":"https:\/\/news.harvard.edu\/gazette\/?p=308894"},"modified":"2023-11-08T20:16:35","modified_gmt":"2023-11-09T01:16:35","slug":"study-finds-early-wuhan-covid-cases-largely-undetected","status":"publish","type":"post","link":"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/","title":{"rendered":"Study suggests undetected cases help speed COVID-19 spread"},"content":{"rendered":"<header\n\tclass=\"wp-block-harvard-gazette-article-header alignfull article-header is-style-full-width-text-below centered-image\"\n\tstyle=\" \"\n>\n\t<figure class=\"wp-block-image\"><img fetchpriority=\"high\" decoding=\"async\" alt=\"Masked travelers tote luggage in Wuhan in January.\" height=\"1667\" loading=\"eager\" src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/AP_20022001010951_2500.jpg\" width=\"2500\"\/><figcaption class=\"wp-element-caption\"><p class=\"wp-element-caption--caption\">In January, travelers navigate a crowded railway station in Wuhan, China.<\/p><p class=\"wp-element-caption--credit\">Chinatopix via AP<\/p><\/figcaption><\/figure>\n\n\t<div class=\"article-header__content\">\n\t\t\t<a\n\t\t\tclass=\"article-header__category\"\n\t\t\thref=\"https:\/\/news.harvard.edu\/gazette\/section\/health\/\"\n\t\t>\n\t\t\tHealth\t\t<\/a>\n\t\t\n\t\t<h1 class=\"article-header__title wp-block-heading \">\n\t\tStudy suggests undetected cases help speed COVID-19 spread\t<\/h1>\n\n\t\n\t\t\t<\/div>\n\t\t\n\t<div class=\"article-header__meta\">\n\t\t<div class=\"wp-block-post-author\">\n\t\t\t<address class=\"wp-block-post-author__content\">\n\t\t\t\t\t<p class=\"author wp-block-post-author__name\">\n\t\tJuan Siliezar\t<\/p>\n\t\t\t<p class=\"wp-block-post-author__byline\">\n\t\t\tHarvard Staff Writer\t\t<\/p>\n\t\t\t\t\t<\/address>\n\t\t<\/div>\n\n\t\t<time class=\"article-header__date\" datetime=\"2020-07-16\">\n\t\t\tJuly 16, 2020\t\t<\/time>\n\n\t\t<span class=\"article-header__reading-time\">\n\t\t\t7 min read\t\t<\/span>\n\t<\/div>\n\n\t\n\t\t\t<h2 class=\"article-header__subheading wp-block-heading\">\n\t\t\tUp to 87% of cases in Wuhan went undetected, according to analysis\t\t<\/h2>\n\t\t\n<\/header>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-content-justification-center is-layout-constrained wp-block-group-is-layout-constrained\">\n\n\n\t\t<p>A modeling study looking at more than 32,000 confirmed coronavirus cases in Wuhan, China, offers fresh insights into features of the virus, including ease of transmission, effectiveness of nonpharmaceutical interventions such as social distancing and face masks, and the impact that undetected cases have on the spread of the disease.<\/p>\n<p>The analysis, <a href=\"https:\/\/www.nature.com\/articles\/s41586-020-2554-8\">published<\/a> in the journal Nature, underscores the stealthy nature of the virus and adds to a growing body of research that suggests people infected with COVID-19 who went undetected or were asymptomatic, presymptomatic, or had only mild symptoms have been significant spreaders of the disease.<\/p>\n<p>Using statistical and epidemiological modeling to reconstruct the outbreak in Wuhan from Jan. 1 to March 8, researchers found that up to 87 percent of cases in the city during that time may have gone undetected and transmission rates during some of the earliest days could have been as high as 3.54 infections per single case. (A rate above 1 signifies rising spread.) It\u2019s a figure that was only controlled because of widespread and strict containment measures and lockdowns, hammering home the importance of interventions like face masks even in curtailing undetected infections, according to the paper.<\/p>\n<p>The researchers, including Harvard Professor <a href=\"https:\/\/www.hsph.harvard.edu\/xihong-lin\/\">Xihong Lin<\/a> and a team of scientists from Huazhong Science and Technology University in Wuhan, believe that undetected infections \u2014 from sources including people who were asymptomatic, presymptomatic, or had only mild symptoms \u2014 likely played a substantial role in the fast spread of the disease and could become one of the leading factors for a possible second wave of infections if restrictions are lifted too early.<\/p>\n<p>\u201cThere are important consequences to those undetected cases,\u201d said Lin, a professor of biostatistics at the Harvard T.H. Chan School of Public Health and a professor of statistics at the Faculty of Arts and Sciences. Put simply: \u201cEven though they are undetected, they are still infectious. It\u2019s important to avoid reopening too early without vigilant control measures, because when the number of detected cases is not low, the numbers of undetected cases, or unascertained cases, are not low either. They are even bigger.\u201d<\/p>\n<p>The study comes as nations around the world battle to control their outbreaks. Some have been sliding backward. Many states in the U.S., for instance, have seen record surges after reopening before the outbreak was reined in. California on Monday announced major rollbacks, closing gyms and museums and halting indoor dining at restaurants.<\/p>\n\r\n<figure class=\"wp-block-group wp-block-table alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-top media-cluster is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t<figcaption class=\"wp-block-group wp-element-caption is-layout-flow wp-block-group-is-layout-flow\"><p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p><p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p><\/figcaption>\r\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t\t\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2500\" height=\"1667\" src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg 2500w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=150,100 150w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=300,200 300w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=768,512 768w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=1024,683 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=1536,1024 1536w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=2048,1366 2048w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=48,32 48w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=96,64 96w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=1488,992 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg?resize=1680,1120 1680w\" sizes=\"auto, (max-width: 2500px) 100vw, 2500px\" \/><\/figure>\n\t\n\t\r\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\n<\/figure>\r\n\n<p>\u201cYou can see there are several countries, including the U.S, Australia, and Spain in the last month, that have observed resurgences, and some of those countries did really well in April and May,\u201d Lin said.<\/p>\n<p>The paper builds on the researchers\u2019 earlier work<strong>,<\/strong> released on a <a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.03.20030593v1\">preprint server<\/a> in early March and published in the <a href=\"https:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2764658\">journal JAMA<\/a> in April. In mid-April Lin presented much of the group\u2019s findings to the U.K. Parliament\u2019s Science and Technology Committee, which wrote <a href=\"https:\/\/publications.parliament.uk\/pa\/cm5801\/cmselect\/cmsctech\/correspondence\/200518-Chair-to-Prime-Minister-re-COVID-19-pandemic-some-lessons-learned-so-far.pdf\">a letter<\/a> to Prime Minister Boris Johnson with 10 findings and recommendations. Lin also served on Massachusetts\u2019 COVID-19 task force in March. In June, her lab launched <a href=\"http:\/\/metrics.covid19-analysis.org\/\">a website<\/a> that allows users to check multiple COVID-19 metrics of countries all over the world as well as U.S. state and county levels in real time.<\/p>\n<p>With the study, researchers wanted to better understand how easily the virus spreads, the number of undetected cases, their effects during an outbreak, and the efficacy of containment measures. They decided to look at the full transmission dynamics of the virus in Wuhan, the original epicenter, where strict restrictions effectively suppressed the outbreak.<\/p>\n<p>The researchers examined 32,583 laboratory-confirmed coronavirus cases from Dec. 8, 2019, until March 8, 2020. They divided the dates into five time periods based on key events and interventions, such as the implementation of mandatory centralized isolations and quarantines of people infected or suspected of being infected.<\/p>\n<p>The scientists found that the initial rate of transmission in Wuhan was very high but that it dropped considerably as multifaceted control measures were enacted. They estimate the number of new infections stemming from a single case (called the R0 but pronounced \u201cR-naught\u201d) was about 3.54 in the earliest period from Jan. 1 to 9. The second period, from Jan. 10 to 22, which saw a large influx of visitors to the city for Chinese New Year, also had a high transmission rate of about 3.32. The third, fourth, and fifth periods coincided with strict lockdowns followed by centralized isolations, quarantines, and universal screening, which resulted in declines to 1.18, 0.51, and 0.28, respectively. The figures represent a 96 percent drop from late January to early March.<\/p>\n<p>Based on their model, researchers estimate the total number of infections, including undetected cases, in Wuhan by March 8 was 249,187. Using data from Jan. 1 to Feb. 29, the model simulated a projected total of about 32,577 confirmed (or ascertained) cases by the same date. That number is close to the observed total of 32,583 and represents an overall ascertainment rate of 13 percent. This means that up to 87 percent of cases from January to March went undetected in Wuhan. The model also suggests the figure could be as low as 53 percent, but that assumes all cases were detected during the initial phase.<\/p>\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging. This study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n<cite>Xihong Lin<\/cite><\/blockquote>\r\n\n<p>The researchers emphasize that further investigations, such as serological studies, are needed to confirm their estimates. They point out that their findings are consistent with the results of several emerging serological studies in Europe and the U.S., which also suggest that many infections were undetected, likely due to patients with mild or no symptoms.<\/p>\n<p>Important lessons can be drawn from their study, the researchers said. Chief among them are that the large fraction of undetected cases in their model suggests the existence of many asymptomatic and mild cases, and that public health interventions seem effective at blocking transmission from both ascertained and unascertained cases, and in gaining control of the outbreak.<\/p>\n<p>\u201cLessons from Wuhan have demonstrated the effectiveness of vigorous and multifaceted containment efforts,\u201d the authors wrote in the study. \u201cIn particular, despite relatively low ascertainment rates due to undetected symptoms of many cases, the outbreak could be controlled by extensive interventions to block the transmission from unascertained cases, such as wearing face masks, social distancing, and quarantining close contacts.\u201d<\/p>\n<p>In the paper, the scientists also used their model to predict the likelihood of a second wave of infections if all restrictions are lifted 14 days after the first day on which no cases are reported. They found a 97 percent chance of resurgence and that it would likely begin around day 34, owing largely to undetected infections.<\/p>\n<p>In a more stringent scenario in which all restrictions are lifted only after 14 consecutive days without cases, the probability of resurgence drops to 32 percent, with the surge emerging around 42 days after restrictions are lifted.<\/p>\n<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging,\u201d Lin said. \u201cThis study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n\r\n<div class=\"wp-block-harvard-gazette-supporting-content alignleft supporting-content\" id=\"supporting-content-0a196a3a-b87c-4cb2-92f2-44ab930cf980\">\n\t<div class=\"featured-articles is-post-type-post is-style-grid-list\"  style=\"\">\n\t\t\t\t\t\t<h2 class=\"featured-articles__title wp-block-heading\">More like this<\/h2>\n\t\t\t\t<ul class=\"featured-articles__list \">\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Health care workers in Texas testing for COVID-19.\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/health\/\">\n\t\t\tHealth\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/06\/pandemic-threatens-to-veer-out-of-control-in-u-s\/\">Pandemic threatens to veer out of control in U.S., public health experts say<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-06-26\">\n\t\t\t\t\t\t\tJune 26, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t5 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Tracker map.\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/business-economy\/\">\n\t\t\tWork &amp; Economy\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/05\/a-tool-to-provide-policymakers-with-real-time-data\/\">Real-time data to address real-time problems<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-05-07\">\n\t\t\t\t\t\t\tMay 7, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t6 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Map.\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/nation-world\/\">\n\t\t\tNation &amp; World\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/public-health-experts-unite-to-bring-clarity-to-coronavirus-response\/\">The path to zero<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-07-02\">\n\t\t\t\t\t\t\tJuly 2, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t4 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\n\t<\/div>\r\n\n\n\n\n<\/div>\n\n\t\t","protected":false},"excerpt":{"rendered":"<p>Modeling study offers fresh insights into stealthy nature of coronavirus and how easily it jumps from person to person.<\/p>\n","protected":false},"author":122429419,"featured_media":309045,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"gz_ga_pageviews":11,"gz_ga_lastupdated":"2021-08-26 19:23","document_color_palette":"crimson","author":"Juan Siliezar","affiliation":"Harvard Staff Writer","_category_override":"","_yoast_wpseo_primary_category":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[39644],"tags":[46406,9276,45410,13050,41823,46404,46405,45323,41397],"gazette-formats":[],"series":[52963],"class_list":["post-308894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-health","tag-asymptomatic","tag-coronavirus","tag-covid-19","tag-fas","tag-juan-siliezar","tag-second-wave","tag-undetected-infections","tag-wuhan","tag-xihong-lin","series-coronavirus"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.0 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Study finds early Wuhan COVID cases largely undetected &#8212; Harvard Gazette<\/title>\n<meta name=\"description\" content=\"Modeling study offers fresh insights into stealthy nature of coronavirus and how easily it jumps from person to person.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Study finds early Wuhan COVID cases largely undetected\" \/>\n<meta property=\"og:description\" content=\"Modeling study offers fresh insights into stealthy nature of coronavirus and how easily it jumps from person to person.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/\" \/>\n<meta property=\"og:site_name\" content=\"Harvard Gazette\" \/>\n<meta property=\"article:published_time\" content=\"2020-07-16T09:00:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-09T01:16:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/AP_20022001010951_2500.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2500\" \/>\n\t<meta property=\"og:image:height\" content=\"1667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"gazettebeckycoleman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Study finds early Wuhan COVID cases largely undetected\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/\"},\"author\":{\"name\":\"gazettebeckycoleman\",\"@id\":\"https:\/\/news.harvard.edu\/gazette\/#\/schema\/person\/c6c859c924528563b44146bb17e8949f\"},\"headline\":\"Study suggests undetected cases help speed COVID-19 spread\",\"datePublished\":\"2020-07-16T09:00:37+00:00\",\"dateModified\":\"2023-11-09T01:16:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/\"},\"wordCount\":1215,\"publisher\":{\"@id\":\"https:\/\/news.harvard.edu\/gazette\/#organization\"},\"image\":{\"@id\":\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/AP_20022001010951_2500.jpg\",\"keywords\":[\"asymptomatic\",\"coronavirus\",\"COVID-19\",\"FAS\",\"Juan Siliezar\",\"second wave\",\"undetected infections\",\"Wuhan\",\"Xihong Lin\"],\"articleSection\":[\"Health\"],\"inLanguage\":\"en-US\",\"copyrightYear\":\"2020\",\"copyrightHolder\":{\"@id\":\"https:\/\/news.harvard.edu\/gazette\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/\",\"url\":\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/study-finds-early-wuhan-covid-cases-largely-undetected\/\",\"name\":\"Study finds early Wuhan COVID cases largely undetected &#8212; 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class=\"wp-element-caption\"><p class=\"wp-element-caption--caption\">In January, travelers navigate a crowded railway station in Wuhan, China.<\/p><p class=\"wp-element-caption--credit\">Chinatopix via AP<\/p><\/figcaption><\/figure>\n","innerContent":["<figure class=\"wp-block-image\"><img alt=\"Masked travelers tote luggage in Wuhan in January.\" height=\"1667\" loading=\"eager\" src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/AP_20022001010951_2500.jpg\" width=\"2500\"\/><figcaption class=\"wp-element-caption\"><p class=\"wp-element-caption--caption\">In January, travelers navigate a crowded railway station in Wuhan, China.<\/p><p class=\"wp-element-caption--credit\">Chinatopix via AP<\/p><\/figcaption><\/figure>\n"],"rendered":"<header\n\tclass=\"wp-block-harvard-gazette-article-header alignfull article-header is-style-full-width-text-below centered-image\"\n\tstyle=\" \"\n>\n\t<figure class=\"wp-block-image\"><img alt=\"Masked travelers tote luggage in Wuhan in January.\" height=\"1667\" loading=\"eager\" src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/AP_20022001010951_2500.jpg\" width=\"2500\"\/><figcaption class=\"wp-element-caption\"><p class=\"wp-element-caption--caption\">In January, travelers navigate a crowded railway station in Wuhan, China.<\/p><p class=\"wp-element-caption--credit\">Chinatopix via AP<\/p><\/figcaption><\/figure>\n\n\t<div class=\"article-header__content\">\n\t\t\t<a\n\t\t\tclass=\"article-header__category\"\n\t\t\thref=\"https:\/\/news.harvard.edu\/gazette\/section\/health\/\"\n\t\t>\n\t\t\tHealth\t\t<\/a>\n\t\t\n\t\t<h1 class=\"article-header__title wp-block-heading \">\n\t\tStudy suggests undetected cases help speed COVID-19 spread\t<\/h1>\n\n\t\n\t\t\t<\/div>\n\t\t\n\t<div class=\"article-header__meta\">\n\t\t<div class=\"wp-block-post-author\">\n\t\t\t<address class=\"wp-block-post-author__content\">\n\t\t\t\t\t<p class=\"author wp-block-post-author__name\">\n\t\tJuan Siliezar\t<\/p>\n\t\t\t<p class=\"wp-block-post-author__byline\">\n\t\t\tHarvard Staff Writer\t\t<\/p>\n\t\t\t\t\t<\/address>\n\t\t<\/div>\n\n\t\t<time class=\"article-header__date\" datetime=\"2020-07-16\">\n\t\t\tJuly 16, 2020\t\t<\/time>\n\n\t\t<span class=\"article-header__reading-time\">\n\t\t\t7 min read\t\t<\/span>\n\t<\/div>\n\n\t\n\t\t\t<h2 class=\"article-header__subheading wp-block-heading\">\n\t\t\tUp to 87% of cases in Wuhan went undetected, according to analysis\t\t<\/h2>\n\t\t\n<\/header>\n"},"2":{"blockName":"core\/group","attrs":{"templateLock":false,"metadata":{"name":"Article content"},"align":"wide","layout":{"type":"constrained","justifyContent":"center"},"tagName":"div","lock":[],"className":"","style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","ariaLabel":"","anchor":""},"innerBlocks":[{"blockName":"core\/freeform","attrs":{"content":"","lock":[],"metadata":[]},"innerBlocks":[],"innerHTML":"\n\t\t<p>A modeling study looking at more than 32,000 confirmed coronavirus cases in Wuhan, China, offers fresh insights into features of the virus, including ease of transmission, effectiveness of nonpharmaceutical interventions such as social distancing and face masks, and the impact that undetected cases have on the spread of the disease.<\/p>\n<p>The analysis, <a href=\"https:\/\/www.nature.com\/articles\/s41586-020-2554-8\">published<\/a> in the journal Nature, underscores the stealthy nature of the virus and adds to a growing body of research that suggests people infected with COVID-19 who went undetected or were asymptomatic, presymptomatic, or had only mild symptoms have been significant spreaders of the disease.<\/p>\n<p>Using statistical and epidemiological modeling to reconstruct the outbreak in Wuhan from Jan. 1 to March 8, researchers found that up to 87 percent of cases in the city during that time may have gone undetected and transmission rates during some of the earliest days could have been as high as 3.54 infections per single case. (A rate above 1 signifies rising spread.) It\u2019s a figure that was only controlled because of widespread and strict containment measures and lockdowns, hammering home the importance of interventions like face masks even in curtailing undetected infections, according to the paper.<\/p>\n<p>The researchers, including Harvard Professor <a href=\"https:\/\/www.hsph.harvard.edu\/xihong-lin\/\">Xihong Lin<\/a> and a team of scientists from Huazhong Science and Technology University in Wuhan, believe that undetected infections \u2014 from sources including people who were asymptomatic, presymptomatic, or had only mild symptoms \u2014 likely played a substantial role in the fast spread of the disease and could become one of the leading factors for a possible second wave of infections if restrictions are lifted too early.<\/p>\n<p>\u201cThere are important consequences to those undetected cases,\u201d said Lin, a professor of biostatistics at the Harvard T.H. Chan School of Public Health and a professor of statistics at the Faculty of Arts and Sciences. Put simply: \u201cEven though they are undetected, they are still infectious. It\u2019s important to avoid reopening too early without vigilant control measures, because when the number of detected cases is not low, the numbers of undetected cases, or unascertained cases, are not low either. They are even bigger.\u201d<\/p>\n<p>The study comes as nations around the world battle to control their outbreaks. Some have been sliding backward. Many states in the U.S., for instance, have seen record surges after reopening before the outbreak was reined in. California on Monday announced major rollbacks, closing gyms and museums and halting indoor dining at restaurants.<\/p>\n","innerContent":["\n\t\t<p>A modeling study looking at more than 32,000 confirmed coronavirus cases in Wuhan, China, offers fresh insights into features of the virus, including ease of transmission, effectiveness of nonpharmaceutical interventions such as social distancing and face masks, and the impact that undetected cases have on the spread of the disease.<\/p>\n<p>The analysis, <a href=\"https:\/\/www.nature.com\/articles\/s41586-020-2554-8\">published<\/a> in the journal Nature, underscores the stealthy nature of the virus and adds to a growing body of research that suggests people infected with COVID-19 who went undetected or were asymptomatic, presymptomatic, or had only mild symptoms have been significant spreaders of the disease.<\/p>\n<p>Using statistical and epidemiological modeling to reconstruct the outbreak in Wuhan from Jan. 1 to March 8, researchers found that up to 87 percent of cases in the city during that time may have gone undetected and transmission rates during some of the earliest days could have been as high as 3.54 infections per single case. (A rate above 1 signifies rising spread.) It\u2019s a figure that was only controlled because of widespread and strict containment measures and lockdowns, hammering home the importance of interventions like face masks even in curtailing undetected infections, according to the paper.<\/p>\n<p>The researchers, including Harvard Professor <a href=\"https:\/\/www.hsph.harvard.edu\/xihong-lin\/\">Xihong Lin<\/a> and a team of scientists from Huazhong Science and Technology University in Wuhan, believe that undetected infections \u2014 from sources including people who were asymptomatic, presymptomatic, or had only mild symptoms \u2014 likely played a substantial role in the fast spread of the disease and could become one of the leading factors for a possible second wave of infections if restrictions are lifted too early.<\/p>\n<p>\u201cThere are important consequences to those undetected cases,\u201d said Lin, a professor of biostatistics at the Harvard T.H. Chan School of Public Health and a professor of statistics at the Faculty of Arts and Sciences. Put simply: \u201cEven though they are undetected, they are still infectious. It\u2019s important to avoid reopening too early without vigilant control measures, because when the number of detected cases is not low, the numbers of undetected cases, or unascertained cases, are not low either. They are even bigger.\u201d<\/p>\n<p>The study comes as nations around the world battle to control their outbreaks. Some have been sliding backward. Many states in the U.S., for instance, have seen record surges after reopening before the outbreak was reined in. California on Monday announced major rollbacks, closing gyms and museums and halting indoor dining at restaurants.<\/p>\n"],"rendered":"\n\t\t<p>A modeling study looking at more than 32,000 confirmed coronavirus cases in Wuhan, China, offers fresh insights into features of the virus, including ease of transmission, effectiveness of nonpharmaceutical interventions such as social distancing and face masks, and the impact that undetected cases have on the spread of the disease.<\/p>\n<p>The analysis, <a href=\"https:\/\/www.nature.com\/articles\/s41586-020-2554-8\">published<\/a> in the journal Nature, underscores the stealthy nature of the virus and adds to a growing body of research that suggests people infected with COVID-19 who went undetected or were asymptomatic, presymptomatic, or had only mild symptoms have been significant spreaders of the disease.<\/p>\n<p>Using statistical and epidemiological modeling to reconstruct the outbreak in Wuhan from Jan. 1 to March 8, researchers found that up to 87 percent of cases in the city during that time may have gone undetected and transmission rates during some of the earliest days could have been as high as 3.54 infections per single case. (A rate above 1 signifies rising spread.) It\u2019s a figure that was only controlled because of widespread and strict containment measures and lockdowns, hammering home the importance of interventions like face masks even in curtailing undetected infections, according to the paper.<\/p>\n<p>The researchers, including Harvard Professor <a href=\"https:\/\/www.hsph.harvard.edu\/xihong-lin\/\">Xihong Lin<\/a> and a team of scientists from Huazhong Science and Technology University in Wuhan, believe that undetected infections \u2014 from sources including people who were asymptomatic, presymptomatic, or had only mild symptoms \u2014 likely played a substantial role in the fast spread of the disease and could become one of the leading factors for a possible second wave of infections if restrictions are lifted too early.<\/p>\n<p>\u201cThere are important consequences to those undetected cases,\u201d said Lin, a professor of biostatistics at the Harvard T.H. Chan School of Public Health and a professor of statistics at the Faculty of Arts and Sciences. Put simply: \u201cEven though they are undetected, they are still infectious. It\u2019s important to avoid reopening too early without vigilant control measures, because when the number of detected cases is not low, the numbers of undetected cases, or unascertained cases, are not low either. They are even bigger.\u201d<\/p>\n<p>The study comes as nations around the world battle to control their outbreaks. Some have been sliding backward. Many states in the U.S., for instance, have seen record surges after reopening before the outbreak was reined in. California on Monday announced major rollbacks, closing gyms and museums and halting indoor dining at restaurants.<\/p>\n"},{"blockName":"core\/group","attrs":{"tagName":"figure","align":"wide","className":"wp-block-table","templateLock":null,"lock":[],"metadata":[],"style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","layout":[],"ariaLabel":"","anchor":""},"innerBlocks":[{"blockName":"core\/columns","attrs":{"verticalAlignment":"top","isStackedOnMobile":true,"templateLock":null,"lock":[],"metadata":[],"align":"","className":"","style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","layout":[],"anchor":""},"innerBlocks":[{"blockName":"core\/column","attrs":{"verticalAlignment":"top","width":"","templateLock":null,"lock":[],"metadata":[],"className":"","style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","layout":[],"anchor":""},"innerBlocks":[{"blockName":"core\/group","attrs":{"tagName":"figcaption","className":"wp-element-caption","templateLock":null,"lock":[],"metadata":[],"align":"","style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","layout":[],"ariaLabel":"","anchor":""},"innerBlocks":[{"blockName":"core\/paragraph","attrs":{"className":"wp-element-caption--caption","align":"","content":"Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. ","dropCap":false,"placeholder":"","direction":"","lock":[],"metadata":[],"style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","anchor":""},"innerBlocks":[],"innerHTML":"<p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p>","innerContent":["<p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p>"],"rendered":"<p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p>"},{"blockName":"core\/paragraph","attrs":{"className":"wp-element-caption--credit","align":"","content":"Photo courtesy of Xihong Lin ","dropCap":false,"placeholder":"","direction":"","lock":[],"metadata":[],"style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","anchor":""},"innerBlocks":[],"innerHTML":"<p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p>","innerContent":["<p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p>"],"rendered":"<p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p>"}],"innerHTML":"<figcaption class=\"wp-block-group wp-element-caption\"><\/figcaption>","innerContent":["<figcaption class=\"wp-block-group wp-element-caption\">","<\/figcaption>"],"rendered":"<figcaption class=\"wp-block-group wp-element-caption is-layout-flow wp-block-group-is-layout-flow\"><p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p><p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p><\/figcaption>"}],"innerHTML":"\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top\">\n\t\t\t\r\n\t\t\t<\/div>\n\t\t\t","innerContent":["\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top\">\n\t\t\t","\r\n\t\t\t<\/div>\n\t\t\t"],"rendered":"\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t<figcaption class=\"wp-block-group wp-element-caption is-layout-flow wp-block-group-is-layout-flow\"><p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p><p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p><\/figcaption>\r\n\t\t\t<\/div>\n\t\t\t"},{"blockName":"core\/column","attrs":{"verticalAlignment":"top","width":"","templateLock":null,"lock":[],"metadata":[],"className":"","style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","layout":[],"anchor":""},"innerBlocks":[{"blockName":"core\/image","attrs":{"sizeSlug":"full","align":"none","id":309047,"blob":"","url":"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg","alt":"Xihong Lin.","caption":null,"lightbox":[],"title":"","href":"","rel":"","linkClass":"","width":"","height":"","aspectRatio":"","scale":"","linkDestination":"","linkTarget":"","lock":[],"metadata":[],"className":"","style":[],"borderColor":"","anchor":""},"innerBlocks":[],"innerHTML":"\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t","innerContent":["\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t"],"rendered":"\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t"}],"innerHTML":"\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top\">\n\t\t\t\t\n\t\r\n\t\t\t<\/div>\n\t\t\t","innerContent":["\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top\">\n\t\t\t\t","\n\t\r\n\t\t\t<\/div>\n\t\t\t"],"rendered":"\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t\t\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t\n\t\r\n\t\t\t<\/div>\n\t\t\t"}],"innerHTML":"\n<div class=\"wp-block-columns alignwide are-vertically-aligned-top media-cluster\">\n\t\t\t\t\n\t\t\t\t\t\n\t\t<\/div>\n","innerContent":["\n<div class=\"wp-block-columns alignwide are-vertically-aligned-top media-cluster\">\n\t\t\t\t","\n\t\t\t\t\t","\n\t\t<\/div>\n"],"rendered":"\n<div class=\"wp-block-columns alignwide are-vertically-aligned-top media-cluster is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t<figcaption class=\"wp-block-group wp-element-caption is-layout-flow wp-block-group-is-layout-flow\"><p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p><p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p><\/figcaption>\r\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t\t\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t\n\t\r\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n"}],"innerHTML":"<figure class=\"wp-block-group wp-block-table alignwide\">\n<\/figure>","innerContent":["<figure class=\"wp-block-group wp-block-table alignwide\">","\n<\/figure>"],"rendered":"<figure class=\"wp-block-group wp-block-table alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-top media-cluster is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t<figcaption class=\"wp-block-group wp-element-caption is-layout-flow wp-block-group-is-layout-flow\"><p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p><p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p><\/figcaption>\r\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t\t\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t\n\t\r\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\n<\/figure>"},{"blockName":"core\/freeform","attrs":{"content":"","lock":[],"metadata":[]},"innerBlocks":[],"innerHTML":"\n<p>\u201cYou can see there are several countries, including the U.S, Australia, and Spain in the last month, that have observed resurgences, and some of those countries did really well in April and May,\u201d Lin said.<\/p>\n<p>The paper builds on the researchers\u2019 earlier work<strong>,<\/strong> released on a <a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.03.20030593v1\">preprint server<\/a> in early March and published in the <a href=\"https:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2764658\">journal JAMA<\/a> in April. In mid-April Lin presented much of the group\u2019s findings to the U.K. Parliament\u2019s Science and Technology Committee, which wrote <a href=\"https:\/\/publications.parliament.uk\/pa\/cm5801\/cmselect\/cmsctech\/correspondence\/200518-Chair-to-Prime-Minister-re-COVID-19-pandemic-some-lessons-learned-so-far.pdf\">a letter<\/a> to Prime Minister Boris Johnson with 10 findings and recommendations. Lin also served on Massachusetts\u2019 COVID-19 task force in March. In June, her lab launched <a href=\"http:\/\/metrics.covid19-analysis.org\/\">a website<\/a> that allows users to check multiple COVID-19 metrics of countries all over the world as well as U.S. state and county levels in real time.<\/p>\n<p>With the study, researchers wanted to better understand how easily the virus spreads, the number of undetected cases, their effects during an outbreak, and the efficacy of containment measures. They decided to look at the full transmission dynamics of the virus in Wuhan, the original epicenter, where strict restrictions effectively suppressed the outbreak.<\/p>\n<p>The researchers examined 32,583 laboratory-confirmed coronavirus cases from Dec. 8, 2019, until March 8, 2020. They divided the dates into five time periods based on key events and interventions, such as the implementation of mandatory centralized isolations and quarantines of people infected or suspected of being infected.<\/p>\n<p>The scientists found that the initial rate of transmission in Wuhan was very high but that it dropped considerably as multifaceted control measures were enacted. They estimate the number of new infections stemming from a single case (called the R0 but pronounced \u201cR-naught\u201d) was about 3.54 in the earliest period from Jan. 1 to 9. The second period, from Jan. 10 to 22, which saw a large influx of visitors to the city for Chinese New Year, also had a high transmission rate of about 3.32. The third, fourth, and fifth periods coincided with strict lockdowns followed by centralized isolations, quarantines, and universal screening, which resulted in declines to 1.18, 0.51, and 0.28, respectively. The figures represent a 96 percent drop from late January to early March.<\/p>\n<p>Based on their model, researchers estimate the total number of infections, including undetected cases, in Wuhan by March 8 was 249,187. Using data from Jan. 1 to Feb. 29, the model simulated a projected total of about 32,577 confirmed (or ascertained) cases by the same date. That number is close to the observed total of 32,583 and represents an overall ascertainment rate of 13 percent. This means that up to 87 percent of cases from January to March went undetected in Wuhan. The model also suggests the figure could be as low as 53 percent, but that assumes all cases were detected during the initial phase.<\/p>\n","innerContent":["\n<p>\u201cYou can see there are several countries, including the U.S, Australia, and Spain in the last month, that have observed resurgences, and some of those countries did really well in April and May,\u201d Lin said.<\/p>\n<p>The paper builds on the researchers\u2019 earlier work<strong>,<\/strong> released on a <a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.03.20030593v1\">preprint server<\/a> in early March and published in the <a href=\"https:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2764658\">journal JAMA<\/a> in April. In mid-April Lin presented much of the group\u2019s findings to the U.K. Parliament\u2019s Science and Technology Committee, which wrote <a href=\"https:\/\/publications.parliament.uk\/pa\/cm5801\/cmselect\/cmsctech\/correspondence\/200518-Chair-to-Prime-Minister-re-COVID-19-pandemic-some-lessons-learned-so-far.pdf\">a letter<\/a> to Prime Minister Boris Johnson with 10 findings and recommendations. Lin also served on Massachusetts\u2019 COVID-19 task force in March. In June, her lab launched <a href=\"http:\/\/metrics.covid19-analysis.org\/\">a website<\/a> that allows users to check multiple COVID-19 metrics of countries all over the world as well as U.S. state and county levels in real time.<\/p>\n<p>With the study, researchers wanted to better understand how easily the virus spreads, the number of undetected cases, their effects during an outbreak, and the efficacy of containment measures. They decided to look at the full transmission dynamics of the virus in Wuhan, the original epicenter, where strict restrictions effectively suppressed the outbreak.<\/p>\n<p>The researchers examined 32,583 laboratory-confirmed coronavirus cases from Dec. 8, 2019, until March 8, 2020. They divided the dates into five time periods based on key events and interventions, such as the implementation of mandatory centralized isolations and quarantines of people infected or suspected of being infected.<\/p>\n<p>The scientists found that the initial rate of transmission in Wuhan was very high but that it dropped considerably as multifaceted control measures were enacted. They estimate the number of new infections stemming from a single case (called the R0 but pronounced \u201cR-naught\u201d) was about 3.54 in the earliest period from Jan. 1 to 9. The second period, from Jan. 10 to 22, which saw a large influx of visitors to the city for Chinese New Year, also had a high transmission rate of about 3.32. The third, fourth, and fifth periods coincided with strict lockdowns followed by centralized isolations, quarantines, and universal screening, which resulted in declines to 1.18, 0.51, and 0.28, respectively. The figures represent a 96 percent drop from late January to early March.<\/p>\n<p>Based on their model, researchers estimate the total number of infections, including undetected cases, in Wuhan by March 8 was 249,187. Using data from Jan. 1 to Feb. 29, the model simulated a projected total of about 32,577 confirmed (or ascertained) cases by the same date. That number is close to the observed total of 32,583 and represents an overall ascertainment rate of 13 percent. This means that up to 87 percent of cases from January to March went undetected in Wuhan. The model also suggests the figure could be as low as 53 percent, but that assumes all cases were detected during the initial phase.<\/p>\n"],"rendered":"\n<p>\u201cYou can see there are several countries, including the U.S, Australia, and Spain in the last month, that have observed resurgences, and some of those countries did really well in April and May,\u201d Lin said.<\/p>\n<p>The paper builds on the researchers\u2019 earlier work<strong>,<\/strong> released on a <a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.03.20030593v1\">preprint server<\/a> in early March and published in the <a href=\"https:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2764658\">journal JAMA<\/a> in April. In mid-April Lin presented much of the group\u2019s findings to the U.K. Parliament\u2019s Science and Technology Committee, which wrote <a href=\"https:\/\/publications.parliament.uk\/pa\/cm5801\/cmselect\/cmsctech\/correspondence\/200518-Chair-to-Prime-Minister-re-COVID-19-pandemic-some-lessons-learned-so-far.pdf\">a letter<\/a> to Prime Minister Boris Johnson with 10 findings and recommendations. Lin also served on Massachusetts\u2019 COVID-19 task force in March. In June, her lab launched <a href=\"http:\/\/metrics.covid19-analysis.org\/\">a website<\/a> that allows users to check multiple COVID-19 metrics of countries all over the world as well as U.S. state and county levels in real time.<\/p>\n<p>With the study, researchers wanted to better understand how easily the virus spreads, the number of undetected cases, their effects during an outbreak, and the efficacy of containment measures. They decided to look at the full transmission dynamics of the virus in Wuhan, the original epicenter, where strict restrictions effectively suppressed the outbreak.<\/p>\n<p>The researchers examined 32,583 laboratory-confirmed coronavirus cases from Dec. 8, 2019, until March 8, 2020. They divided the dates into five time periods based on key events and interventions, such as the implementation of mandatory centralized isolations and quarantines of people infected or suspected of being infected.<\/p>\n<p>The scientists found that the initial rate of transmission in Wuhan was very high but that it dropped considerably as multifaceted control measures were enacted. They estimate the number of new infections stemming from a single case (called the R0 but pronounced \u201cR-naught\u201d) was about 3.54 in the earliest period from Jan. 1 to 9. The second period, from Jan. 10 to 22, which saw a large influx of visitors to the city for Chinese New Year, also had a high transmission rate of about 3.32. The third, fourth, and fifth periods coincided with strict lockdowns followed by centralized isolations, quarantines, and universal screening, which resulted in declines to 1.18, 0.51, and 0.28, respectively. The figures represent a 96 percent drop from late January to early March.<\/p>\n<p>Based on their model, researchers estimate the total number of infections, including undetected cases, in Wuhan by March 8 was 249,187. Using data from Jan. 1 to Feb. 29, the model simulated a projected total of about 32,577 confirmed (or ascertained) cases by the same date. That number is close to the observed total of 32,583 and represents an overall ascertainment rate of 13 percent. This means that up to 87 percent of cases from January to March went undetected in Wuhan. The model also suggests the figure could be as low as 53 percent, but that assumes all cases were detected during the initial phase.<\/p>\n"},{"blockName":"core\/quote","attrs":{"value":"<cite>Xihong Lin<\/cite>","citation":"Xihong Lin","textAlign":"","lock":[],"metadata":[],"align":"","className":"","style":[],"backgroundColor":"","textColor":"","gradient":"","fontSize":"","fontFamily":"","borderColor":"","layout":[],"anchor":""},"innerBlocks":[{"blockName":"core\/freeform","attrs":{"content":"","lock":[],"metadata":[]},"innerBlocks":[],"innerHTML":"<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging. This study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n","innerContent":["<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging. This study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n"],"rendered":"<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging. This study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n"}],"innerHTML":"<blockquote class=\"wp-block-quote\"><cite>Xihong Lin<\/cite><\/blockquote>","innerContent":["<blockquote class=\"wp-block-quote\">","<cite>Xihong Lin<\/cite><\/blockquote>"],"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging. This study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n<cite>Xihong Lin<\/cite><\/blockquote>"},{"blockName":"core\/freeform","attrs":{"content":"","lock":[],"metadata":[]},"innerBlocks":[],"innerHTML":"\n<p>The researchers emphasize that further investigations, such as serological studies, are needed to confirm their estimates. They point out that their findings are consistent with the results of several emerging serological studies in Europe and the U.S., which also suggest that many infections were undetected, likely due to patients with mild or no symptoms.<\/p>\n<p>Important lessons can be drawn from their study, the researchers said. Chief among them are that the large fraction of undetected cases in their model suggests the existence of many asymptomatic and mild cases, and that public health interventions seem effective at blocking transmission from both ascertained and unascertained cases, and in gaining control of the outbreak.<\/p>\n<p>\u201cLessons from Wuhan have demonstrated the effectiveness of vigorous and multifaceted containment efforts,\u201d the authors wrote in the study. \u201cIn particular, despite relatively low ascertainment rates due to undetected symptoms of many cases, the outbreak could be controlled by extensive interventions to block the transmission from unascertained cases, such as wearing face masks, social distancing, and quarantining close contacts.\u201d<\/p>\n<p>In the paper, the scientists also used their model to predict the likelihood of a second wave of infections if all restrictions are lifted 14 days after the first day on which no cases are reported. They found a 97 percent chance of resurgence and that it would likely begin around day 34, owing largely to undetected infections.<\/p>\n<p>In a more stringent scenario in which all restrictions are lifted only after 14 consecutive days without cases, the probability of resurgence drops to 32 percent, with the surge emerging around 42 days after restrictions are lifted.<\/p>\n<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging,\u201d Lin said. \u201cThis study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n","innerContent":["\n<p>The researchers emphasize that further investigations, such as serological studies, are needed to confirm their estimates. They point out that their findings are consistent with the results of several emerging serological studies in Europe and the U.S., which also suggest that many infections were undetected, likely due to patients with mild or no symptoms.<\/p>\n<p>Important lessons can be drawn from their study, the researchers said. Chief among them are that the large fraction of undetected cases in their model suggests the existence of many asymptomatic and mild cases, and that public health interventions seem effective at blocking transmission from both ascertained and unascertained cases, and in gaining control of the outbreak.<\/p>\n<p>\u201cLessons from Wuhan have demonstrated the effectiveness of vigorous and multifaceted containment efforts,\u201d the authors wrote in the study. \u201cIn particular, despite relatively low ascertainment rates due to undetected symptoms of many cases, the outbreak could be controlled by extensive interventions to block the transmission from unascertained cases, such as wearing face masks, social distancing, and quarantining close contacts.\u201d<\/p>\n<p>In the paper, the scientists also used their model to predict the likelihood of a second wave of infections if all restrictions are lifted 14 days after the first day on which no cases are reported. They found a 97 percent chance of resurgence and that it would likely begin around day 34, owing largely to undetected infections.<\/p>\n<p>In a more stringent scenario in which all restrictions are lifted only after 14 consecutive days without cases, the probability of resurgence drops to 32 percent, with the surge emerging around 42 days after restrictions are lifted.<\/p>\n<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging,\u201d Lin said. \u201cThis study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n"],"rendered":"\n<p>The researchers emphasize that further investigations, such as serological studies, are needed to confirm their estimates. They point out that their findings are consistent with the results of several emerging serological studies in Europe and the U.S., which also suggest that many infections were undetected, likely due to patients with mild or no symptoms.<\/p>\n<p>Important lessons can be drawn from their study, the researchers said. Chief among them are that the large fraction of undetected cases in their model suggests the existence of many asymptomatic and mild cases, and that public health interventions seem effective at blocking transmission from both ascertained and unascertained cases, and in gaining control of the outbreak.<\/p>\n<p>\u201cLessons from Wuhan have demonstrated the effectiveness of vigorous and multifaceted containment efforts,\u201d the authors wrote in the study. \u201cIn particular, despite relatively low ascertainment rates due to undetected symptoms of many cases, the outbreak could be controlled by extensive interventions to block the transmission from unascertained cases, such as wearing face masks, social distancing, and quarantining close contacts.\u201d<\/p>\n<p>In the paper, the scientists also used their model to predict the likelihood of a second wave of infections if all restrictions are lifted 14 days after the first day on which no cases are reported. They found a 97 percent chance of resurgence and that it would likely begin around day 34, owing largely to undetected infections.<\/p>\n<p>In a more stringent scenario in which all restrictions are lifted only after 14 consecutive days without cases, the probability of resurgence drops to 32 percent, with the surge emerging around 42 days after restrictions are lifted.<\/p>\n<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging,\u201d Lin said. \u201cThis study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n"},{"blockName":"harvard-gazette\/supporting-content","attrs":{"id":"0a196a3a-b87c-4cb2-92f2-44ab930cf980","align":"left","allowedBlocks":[],"style":[],"lock":[],"metadata":[],"className":""},"innerBlocks":[{"blockName":"harvard-gazette\/featured-articles","attrs":{"autoGenerate":false,"className":"is-style-grid-list","inPostContent":true,"numberOfPosts":3,"postIds":[308015,304028,308434],"showExcerpt":false,"title":"More like this","category":"","carouselOnDesktop":false,"isEditor":false,"linkText":"See all book reviews","passPostIds":false,"postOverrides":[],"postTypeOverride":"post","receivePostIds":false,"series":"","showCategory":true,"showDate":true,"gridColumns":2,"showDropShadow":false,"showFormat":true,"showImage":true,"showImageZoom":false,"showSeries":true,"showReadMore":true,"showReadTime":true,"tags":[],"useCurrentTerm":false,"lock":[],"metadata":[],"align":"","style":[]},"innerBlocks":[],"innerHTML":"","innerContent":[],"rendered":"\n\t<div class=\"featured-articles is-post-type-post is-style-grid-list\"  style=\"\">\n\t\t\t\t\t\t<h2 class=\"featured-articles__title wp-block-heading\">More like this<\/h2>\n\t\t\t\t<ul class=\"featured-articles__list \">\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Health care workers in Texas testing for COVID-19.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200,750 1200w, 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href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-06-26\">\n\t\t\t\t\t\t\tJune 26, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t5 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Tracker map.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/business-economy\/\">\n\t\t\tWork &amp; Economy\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/05\/a-tool-to-provide-policymakers-with-real-time-data\/\">Real-time data to address real-time problems<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-05-07\">\n\t\t\t\t\t\t\tMay 7, 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class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-07-02\">\n\t\t\t\t\t\t\tJuly 2, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t4 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\n\t"}],"innerHTML":"<div class=\"wp-block-harvard-gazette-supporting-content alignleft supporting-content\" id=\"supporting-content-0a196a3a-b87c-4cb2-92f2-44ab930cf980\"><\/div>","innerContent":["<div class=\"wp-block-harvard-gazette-supporting-content alignleft supporting-content\" id=\"supporting-content-0a196a3a-b87c-4cb2-92f2-44ab930cf980\">","<\/div>"],"rendered":"<div class=\"wp-block-harvard-gazette-supporting-content alignleft supporting-content\" id=\"supporting-content-0a196a3a-b87c-4cb2-92f2-44ab930cf980\">\n\t<div class=\"featured-articles is-post-type-post is-style-grid-list\"  style=\"\">\n\t\t\t\t\t\t<h2 class=\"featured-articles__title wp-block-heading\">More like this<\/h2>\n\t\t\t\t<ul class=\"featured-articles__list \">\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Health care workers in Texas testing for COVID-19.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/health\/\">\n\t\t\tHealth\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/06\/pandemic-threatens-to-veer-out-of-control-in-u-s\/\">Pandemic threatens to veer out of control in U.S., public health experts say<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-06-26\">\n\t\t\t\t\t\t\tJune 26, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t5 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Tracker map.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/business-economy\/\">\n\t\t\tWork &amp; Economy\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/05\/a-tool-to-provide-policymakers-with-real-time-data\/\">Real-time data to address real-time problems<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-05-07\">\n\t\t\t\t\t\t\tMay 7, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t6 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Map.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/nation-world\/\">\n\t\t\tNation &amp; World\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/07\/public-health-experts-unite-to-bring-clarity-to-coronavirus-response\/\">The path to zero<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-07-02\">\n\t\t\t\t\t\t\tJuly 2, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t4 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\n\t<\/div>"},{"blockName":"core\/freeform","attrs":{"content":"","lock":[],"metadata":[]},"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"],"rendered":"\n\n"}],"innerHTML":"\n<div class=\"wp-block-group alignwide\">\n\n\r\n\r\n\r\n\r\n\r\n\r\n\n\n<\/div>\n","innerContent":["\n<div class=\"wp-block-group alignwide\">\n\n","\r\n","\r\n","\r\n","\r\n","\r\n","\r\n","\n\n<\/div>\n"],"rendered":"\n<div class=\"wp-block-group alignwide has-global-padding is-content-justification-center is-layout-constrained wp-block-group-is-layout-constrained\">\n\n\n\t\t<p>A modeling study looking at more than 32,000 confirmed coronavirus cases in Wuhan, China, offers fresh insights into features of the virus, including ease of transmission, effectiveness of nonpharmaceutical interventions such as social distancing and face masks, and the impact that undetected cases have on the spread of the disease.<\/p>\n<p>The analysis, <a href=\"https:\/\/www.nature.com\/articles\/s41586-020-2554-8\">published<\/a> in the journal Nature, underscores the stealthy nature of the virus and adds to a growing body of research that suggests people infected with COVID-19 who went undetected or were asymptomatic, presymptomatic, or had only mild symptoms have been significant spreaders of the disease.<\/p>\n<p>Using statistical and epidemiological modeling to reconstruct the outbreak in Wuhan from Jan. 1 to March 8, researchers found that up to 87 percent of cases in the city during that time may have gone undetected and transmission rates during some of the earliest days could have been as high as 3.54 infections per single case. (A rate above 1 signifies rising spread.) It\u2019s a figure that was only controlled because of widespread and strict containment measures and lockdowns, hammering home the importance of interventions like face masks even in curtailing undetected infections, according to the paper.<\/p>\n<p>The researchers, including Harvard Professor <a href=\"https:\/\/www.hsph.harvard.edu\/xihong-lin\/\">Xihong Lin<\/a> and a team of scientists from Huazhong Science and Technology University in Wuhan, believe that undetected infections \u2014 from sources including people who were asymptomatic, presymptomatic, or had only mild symptoms \u2014 likely played a substantial role in the fast spread of the disease and could become one of the leading factors for a possible second wave of infections if restrictions are lifted too early.<\/p>\n<p>\u201cThere are important consequences to those undetected cases,\u201d said Lin, a professor of biostatistics at the Harvard T.H. Chan School of Public Health and a professor of statistics at the Faculty of Arts and Sciences. Put simply: \u201cEven though they are undetected, they are still infectious. It\u2019s important to avoid reopening too early without vigilant control measures, because when the number of detected cases is not low, the numbers of undetected cases, or unascertained cases, are not low either. They are even bigger.\u201d<\/p>\n<p>The study comes as nations around the world battle to control their outbreaks. Some have been sliding backward. Many states in the U.S., for instance, have seen record surges after reopening before the outbreak was reined in. California on Monday announced major rollbacks, closing gyms and museums and halting indoor dining at restaurants.<\/p>\n\r\n<figure class=\"wp-block-group wp-block-table alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-top media-cluster is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t<figcaption class=\"wp-block-group wp-element-caption is-layout-flow wp-block-group-is-layout-flow\"><p class=\"wp-element-caption--caption\">Xihong Lin and her team are studying the rate of COVID-19 infections that went undetected. <\/p><p class=\"wp-element-caption--credit\">Photo courtesy of Xihong Lin <\/p><\/figcaption>\r\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n\t\t\t\t\n\n\t<figure class=\"wp-block-image alignnone  size-full is-resized\"><img src=\"https:\/\/news.harvard.edu\/gazette\/wp-content\/uploads\/2020\/07\/Xihong_Lin_2500_2500.jpg\" alt=\"Xihong Lin.\" class=\"wp-image-309047\"><\/figure>\n\t\n\t\r\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\n<\/figure>\r\n\n<p>\u201cYou can see there are several countries, including the U.S, Australia, and Spain in the last month, that have observed resurgences, and some of those countries did really well in April and May,\u201d Lin said.<\/p>\n<p>The paper builds on the researchers\u2019 earlier work<strong>,<\/strong> released on a <a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.03.20030593v1\">preprint server<\/a> in early March and published in the <a href=\"https:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2764658\">journal JAMA<\/a> in April. In mid-April Lin presented much of the group\u2019s findings to the U.K. Parliament\u2019s Science and Technology Committee, which wrote <a href=\"https:\/\/publications.parliament.uk\/pa\/cm5801\/cmselect\/cmsctech\/correspondence\/200518-Chair-to-Prime-Minister-re-COVID-19-pandemic-some-lessons-learned-so-far.pdf\">a letter<\/a> to Prime Minister Boris Johnson with 10 findings and recommendations. Lin also served on Massachusetts\u2019 COVID-19 task force in March. In June, her lab launched <a href=\"http:\/\/metrics.covid19-analysis.org\/\">a website<\/a> that allows users to check multiple COVID-19 metrics of countries all over the world as well as U.S. state and county levels in real time.<\/p>\n<p>With the study, researchers wanted to better understand how easily the virus spreads, the number of undetected cases, their effects during an outbreak, and the efficacy of containment measures. They decided to look at the full transmission dynamics of the virus in Wuhan, the original epicenter, where strict restrictions effectively suppressed the outbreak.<\/p>\n<p>The researchers examined 32,583 laboratory-confirmed coronavirus cases from Dec. 8, 2019, until March 8, 2020. They divided the dates into five time periods based on key events and interventions, such as the implementation of mandatory centralized isolations and quarantines of people infected or suspected of being infected.<\/p>\n<p>The scientists found that the initial rate of transmission in Wuhan was very high but that it dropped considerably as multifaceted control measures were enacted. They estimate the number of new infections stemming from a single case (called the R0 but pronounced \u201cR-naught\u201d) was about 3.54 in the earliest period from Jan. 1 to 9. The second period, from Jan. 10 to 22, which saw a large influx of visitors to the city for Chinese New Year, also had a high transmission rate of about 3.32. The third, fourth, and fifth periods coincided with strict lockdowns followed by centralized isolations, quarantines, and universal screening, which resulted in declines to 1.18, 0.51, and 0.28, respectively. The figures represent a 96 percent drop from late January to early March.<\/p>\n<p>Based on their model, researchers estimate the total number of infections, including undetected cases, in Wuhan by March 8 was 249,187. Using data from Jan. 1 to Feb. 29, the model simulated a projected total of about 32,577 confirmed (or ascertained) cases by the same date. That number is close to the observed total of 32,583 and represents an overall ascertainment rate of 13 percent. This means that up to 87 percent of cases from January to March went undetected in Wuhan. The model also suggests the figure could be as low as 53 percent, but that assumes all cases were detected during the initial phase.<\/p>\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging. This study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n<cite>Xihong Lin<\/cite><\/blockquote>\r\n\n<p>The researchers emphasize that further investigations, such as serological studies, are needed to confirm their estimates. They point out that their findings are consistent with the results of several emerging serological studies in Europe and the U.S., which also suggest that many infections were undetected, likely due to patients with mild or no symptoms.<\/p>\n<p>Important lessons can be drawn from their study, the researchers said. Chief among them are that the large fraction of undetected cases in their model suggests the existence of many asymptomatic and mild cases, and that public health interventions seem effective at blocking transmission from both ascertained and unascertained cases, and in gaining control of the outbreak.<\/p>\n<p>\u201cLessons from Wuhan have demonstrated the effectiveness of vigorous and multifaceted containment efforts,\u201d the authors wrote in the study. \u201cIn particular, despite relatively low ascertainment rates due to undetected symptoms of many cases, the outbreak could be controlled by extensive interventions to block the transmission from unascertained cases, such as wearing face masks, social distancing, and quarantining close contacts.\u201d<\/p>\n<p>In the paper, the scientists also used their model to predict the likelihood of a second wave of infections if all restrictions are lifted 14 days after the first day on which no cases are reported. They found a 97 percent chance of resurgence and that it would likely begin around day 34, owing largely to undetected infections.<\/p>\n<p>In a more stringent scenario in which all restrictions are lifted only after 14 consecutive days without cases, the probability of resurgence drops to 32 percent, with the surge emerging around 42 days after restrictions are lifted.<\/p>\n<p>\u201cThis nature of covertness \u2014 that\u2019s what makes fighting COVID-19 so much more challenging,\u201d Lin said. \u201cThis study illustrates that the cases of those who have tested positive are only the tip of the iceberg.\u201d<\/p>\n\r\n<div class=\"wp-block-harvard-gazette-supporting-content alignleft supporting-content\" id=\"supporting-content-0a196a3a-b87c-4cb2-92f2-44ab930cf980\">\n\t<div class=\"featured-articles is-post-type-post is-style-grid-list\"  style=\"\">\n\t\t\t\t\t\t<h2 class=\"featured-articles__title wp-block-heading\">More like this<\/h2>\n\t\t\t\t<ul class=\"featured-articles__list \">\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Health care workers in Texas testing for COVID-19.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/06\/AP_Texas.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/health\/\">\n\t\t\tHealth\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/06\/pandemic-threatens-to-veer-out-of-control-in-u-s\/\">Pandemic threatens to veer out of control in U.S., public health experts say<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-06-26\">\n\t\t\t\t\t\t\tJune 26, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t5 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Tracker map.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/05\/oitrackermap166711.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/business-economy\/\">\n\t\t\tWork &amp; Economy\t\t<\/a>\n\t\t\n\t\t\t\t<h3 class=\"featured-article__title wp-block-heading \"><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/05\/a-tool-to-provide-policymakers-with-real-time-data\/\">Real-time data to address real-time problems<\/a><\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<figure class=\"featured-article__series series-badge__header wp-block-heading no-series-logo\">\n\t\t\t<span class=\"series-badge__logo\">\n\t\n\t\t\t\t\t<\/span>\n\t\t<a class=\"series-badge__title\" href=\"https:\/\/news.harvard.edu\/gazette\/story\/series\/coronavirus\/\">\n\t\t\t<span class=\"series-badge__part-of\">Part of the<\/span>\n\t\t\t<span class=\"series-badge__series-name\">The Coronavirus Update<\/span>\n\t\t\t<span class=\"series-badge__series-text\"> series<\/span>\n\t\t<\/a>\n\t\n\t<\/figure>\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"featured-article__meta\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<time class=\"featured-article__date\" datetime=\"2020-05-07\">\n\t\t\t\t\t\t\tMay 7, 2020\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"featured-article__reading-time\">\n\t\t\t\t\t\t\t6 min read\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/li>\n\n\t\t\n\t\t<li class=\"featured-article \">\n\t\t\t\t\t\t<figure class=\"featured-article__image\">\n\t\t\t\t<img width=\"1200\" height=\"750\" src=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1200%2C750\" class=\"attachment-large-landscape-desktop size-large-landscape-desktop\" alt=\"Map.\" loading=\"lazy\" srcset=\"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=608,380 608w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=784,490 784w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1024,640 1024w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1200,750 1200w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1488,930 1488w, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/07\/map-2500.jpg?resize=1680,1050 1680w\" \/>\t\t\t\t\t\t\t<\/figure>\n\t\t\t\n\t\t\t<div class=\"featured-article__content\">\n\t\t\t\t\t\t<a class=\"featured-article__category\" href=\"https:\/\/news.harvard.edu\/gazette\/section\/nation-world\/\">\n\t\t\tNation &amp; 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The goal is to learn how the virus affects the immune system.","rel":"","context":"In &quot;Science &amp; Tech&quot;","block_context":{"text":"Science &amp; Tech","link":"https:\/\/news.harvard.edu\/gazette\/section\/science-technology\/"},"img":{"alt_text":"","src":"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/03\/Coronavirus-Image-1.jpg?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/03\/Coronavirus-Image-1.jpg?resize=350%2C200 1x, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/03\/Coronavirus-Image-1.jpg?resize=525%2C300 1.5x, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/03\/Coronavirus-Image-1.jpg?resize=700%2C400 2x"},"classes":[]},{"id":331447,"url":"https:\/\/news.harvard.edu\/gazette\/story\/2021\/09\/diet-could-affect-coronavirus-risk-according-to-mgh-study\/","url_meta":{"origin":308894,"position":1},"title":"Diet may affect risk and severity of COVID-19","author":"Lian Parsons","date":"September 10, 2021","format":false,"excerpt":"Massachusetts General Hospital study links healthy plant-based foods with lower risks of getting of COVID-19 and of having severe disease after infection.","rel":"","context":"In &quot;Health&quot;","block_context":{"text":"Health","link":"https:\/\/news.harvard.edu\/gazette\/section\/health\/"},"img":{"alt_text":"Fruits and vegetables.","src":"https:\/\/news.harvard.edu\/wp-content\/uploads\/2021\/09\/dan-cristian-padure-mIyZDPhuyY0-unsplash_2500.jpg?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/news.harvard.edu\/wp-content\/uploads\/2021\/09\/dan-cristian-padure-mIyZDPhuyY0-unsplash_2500.jpg?resize=350%2C200 1x, https:\/\/news.harvard.edu\/wp-content\/uploads\/2021\/09\/dan-cristian-padure-mIyZDPhuyY0-unsplash_2500.jpg?resize=525%2C300 1.5x, https:\/\/news.harvard.edu\/wp-content\/uploads\/2021\/09\/dan-cristian-padure-mIyZDPhuyY0-unsplash_2500.jpg?resize=700%2C400 2x"},"classes":[]},{"id":311166,"url":"https:\/\/news.harvard.edu\/gazette\/story\/2020\/08\/mass-general-tests-new-therapy-for-pregnant-coronavirus-patients\/","url_meta":{"origin":308894,"position":2},"title":"Breathing freely","author":"Lian Parsons","date":"August 26, 2020","format":false,"excerpt":"Mass General study shows the benefits of inhaled nitric oxide therapy for pregnant patients with severe and critical COVID-19.","rel":"","context":"In &quot;Health&quot;","block_context":{"text":"Health","link":"https:\/\/news.harvard.edu\/gazette\/section\/health\/"},"img":{"alt_text":"Nitric oxide tanks.","src":"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/08\/NO-tanks_2500.jpg?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/08\/NO-tanks_2500.jpg?resize=350%2C200 1x, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/08\/NO-tanks_2500.jpg?resize=525%2C300 1.5x, https:\/\/news.harvard.edu\/wp-content\/uploads\/2020\/08\/NO-tanks_2500.jpg?resize=700%2C400 2x"},"classes":[]},{"id":306039,"url":"https:\/\/news.harvard.edu\/gazette\/story\/2020\/06\/app-reveals-loss-of-taste-smell-coronavirus-indicators\/","url_meta":{"origin":308894,"position":3},"title":"Loss of taste and smell is best indicator of COVID-19, study shows","author":"Lian Parsons","date":"June 1, 2020","format":false,"excerpt":"Researchers deploying a smartphone app to 2.6 million users have determined that the loss of smell and taste are most predictive symptoms of COVID-19.","rel":"","context":"In &quot;Health&quot;","block_context":{"text":"Health","link":"https:\/\/news.harvard.edu\/gazette\/section\/health\/"},"img":{"alt_text":"Person smelling a tasting a cup of 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