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Sharing science to find answers

Find RECOVER Publications

Researchers within the RECOVER Initiative share their progress to understand, treat, and prevent Long COVID through research publications. Follow the latest science from RECOVER’s research studies below.

Visit the Research Summaries page to learn about RECOVER’s Long COVID research in a format that’s easy to understand.

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54 Results

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EHR Adult
Leese, P; Anand, A; Girvin, A; et. al., Journal of the American Medical Informatics Association
Published:
Journal: Journal of the American Medical Informatics Association
Abstract: Clinical encounter data are heterogeneous and vary greatly from institution to institution. These problems of variance affect interpretability and usability of clinical encounter data for analysis. These problems are magnified when multisite electronic health record (EHR) data are networked together. This article presents a novel, generalizable method for resolving encounter heterogeneity for analysis by combining related atomic encounters into composite "macrovisits." Encounters were… Continue reading
Authors: Peter Leese, Adit Anand, Andrew Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa Haendel, Christopher G Chute, Tellen Bennett, Janos Hajagos, Emily Pfaff, Richard Moffitt
Keywords: Humans; Electronic Health Records; COVID-19; Health Facilities; Algorithms; Length of Stay
Review Adult Pediatric
Summary
Mohandas, S; Jagannathan, P; Henrich, TJ; et. al.RECOVER Mechanistic Pathways Task Force, eLife
Published:
Journal: eLife
Abstract: With a global tally of more than 500 million cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections to date, there are growing concerns about the post-acute sequelae of SARS-CoV-2 infection (PASC), also known as long COVID. Recent studies suggest that exaggerated immune responses are key determinants of the severity and outcomes of the initial SARS-CoV-2 infection as well as subsequent PASC. The complexity of the innate and adaptive immune responses in the acute and… Continue reading
Authors: Sindhu Mohandas, Prasanna Jagannathan, Timothy J Henrich, Zaki A Sherif, Christian Bime, Erin Quinlan, Michael A Portman, Marila Gennaro, Jalees Rehman,
Keywords: COVID-19; PASC; adaptive immunity; immunology; immunopathology; inflammation; innate immunity
Short Summary

People who had COVID-19 may develop Long COVID, which is when someone may experience various health issues after having COVID. Many of these problems are due to a strong reaction to the SARS-CoV-2 virus by the immune system (the body’s defense system that fights infections). This reaction can happen a long time after the virus is no longer in the body.  

A healthy immune system can tell the difference between our body’s healthy cells and the harmful ones that can make us sick. However, an overactive immune system can make mistakes and cause harm because it may attack healthy organs and tissues. The immune system response to diseases like COVID is complex and different for each person.  

It is important to understand how the immune system works after having COVID for many different people, and this may require large, long-term studies. This paper reviews researchers’ current knowledge and the gaps in their understanding about the immune response after a COVID infection and how that may lead to both short-term and long-term problems.  

Review Adult
Summary
Chen, B; Julg, B; Mohandas, S; et. al.RECOVER Mechanistic Pathways Task Force, eLife
Published:
Journal: eLife
Abstract: The COVID-19 global pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has infected hundreds of millions of individuals. Following COVID-19 infection, a subset can develop a wide range of chronic symptoms affecting diverse organ systems referred to as post-acute sequelae of SARS-CoV-2 infection (PASC), also known as long COVID. A National Institutes of Health-sponsored initiative, RECOVER: Researching COVID to Enhance Recovery, has sought to understand… Continue reading
Authors: Benjamin Chen, Boris Julg, Sindhu Mohandas, Steven B Bradfute,
Keywords: PASC; Reactivation; SARS-CoV-2; epidemiology; global health; immunology; inflammation; long COVID; viral persistence
Short Summary

This paper summarizes some work of the RECOVER Mechanistic Pathways Task Force. This group does research on what happens in body systems when people have Long COVID. In this study, the authors reviewed existing research about why and for how long SARS-CoV-2, the virus that causes COVID-19, stays in the body. The authors also reviewed research on whether SARS-CoV-2 might become dormant (inactive) and then reactivate later as part of its natural lifecycle. They discuss whether the amount of time the virus stays in the body, also known as the “persistence” of the virus, could be related to whether or not people develop Long COVID. They also describe what is known so far about this topic, what we still need to find out, and the types of research studies that may help answer these questions.  

EHR Adult
Summary
Khullar, D; Zhang, Y; Zang, C; et. al., Journal of General Internal Medicine
Published:
Journal: Journal of General Internal Medicine
Abstract: Background: Compared to white individuals, Black and Hispanic individuals have higher rates of COVID-19 hospitalization and death. Less is known about racial/ethnic differences in post-acute sequelae of SARS-CoV-2 infection (PASC). Objective: Examine racial/ethnic differences in potential PASC symptoms and conditions among hospitalized and non-hospitalized COVID-19 patients. Design: Retrospective cohort study using data from electronic health records. Participants: 62,339… Continue reading
Authors: Dhruv Khullar, Yongkang Zhang, Chengxi Zang, Zhenxing Xu, Fei Wang, Mark G Weiner, Thomas W Carton, Russell L Rothman, Jason P Block, Rainu Kaushal
Keywords: Humans; COVID-19/complications; Ethnicity; Cohort Studies; Post-Acute COVID-19 Syndrome; SARS-CoV-2; Retrospective Studies; COVID-19 Testing; Minority Groups; New York City/epidemiology; Headache/diagnosis/epidemiology; Brain Diseases
Short Summary

RECOVER researchers wanted to learn more about racial and ethnic differences in Long COVID. Researchers used patients’ electronic health records (EHRs) to compare people who had COVID based on their race or ethnicity, whether they were hospitalized due to COVID, and whether they had any health problems related to Long COVID. They looked at data from over 60,000 adults from 5 healthcare systems.

The researchers found that Black and Hispanic adults were more likely to have symptoms of Long COVID compared to White adults – this was true for adults who were and were not hospitalized. The reason for these differences is unclear.

EHR Adult
Summary
Zhang, Y; Hu, H; Fokaidis, V; et. al., Environmental Advances
Published:
Journal: Environmental Advances
Abstract: Post-acute sequelae of SARS-CoV-2 infection (PASC) affects a wide range of organ systems among a large proportion of patients with SARS-CoV-2 infection. Although studies have identified a broad set of patient-level risk factors for PASC, little is known about the association between "exposome"-the totality of environmental exposures and the risk of PASC. Using electronic health data of patients with COVID-19 from two large clinical research networks in New York City and Florida, we identified… Continue reading
Authors: Yongkang Zhang, Hui Hu, Vasilios Fokaidis, Colby Lewis V, Jie Xu, Chengxi Zang, Zhenxing Xu, Fei Wang, Michael Koropsak, Jiang Bian, Jaclyn Hall, Russell L Rothman, Elizabeth A Shenkman, Wei-Qi Wei, Mark G Weiner, Thomas W Carton, Rainu Kaushal
Keywords: Air pollution; Built environment; Exposome; Long-COVID; Neighborhood deprivation; SARS-CoV-2 infection
Short Summary

RECOVER researchers wanted to find environmental risk factors of Long COVID by comparing the environment of people who had Long COVID to people who didn’t have Long COVID. Environmental risk factors are things about where a person lives that raise their chance of having a health condition, such as air pollution and poor housing conditions. The researchers looked at data from electronic health records (EHRs) of more than 100,000 people in the New York City area and Florida.  

The researchers found that people who lived in areas with higher levels of air pollution, more poverty, and less access to healthy food had a higher chance of getting Long COVID. People in the New York City area had different environmental risk factors than people in Florida. 

EHR Adult
Summary
Zang, C; Zhang, Y; Xu, J; et. al., Nature Communications
Published:
Journal: Nature Communications
Abstract: Recent studies have investigated post-acute sequelae of SARS-CoV-2 infection (PASC, or long COVID) using real-world patient data such as electronic health records (EHR). Prior studies have typically been conducted on patient cohorts with specific patient populations which makes their generalizability unclear. This study aims to characterize PASC using the EHR data warehouses from two large Patient-Centered Clinical Research Networks (PCORnet), INSIGHT and OneFlorida+, which include 11 million… Continue reading
Authors: Chengxi Zang, Yongkang Zhang, Jie Xu, Jiang Bian, Dmitry Morozyuk, Edward J Schenck, Dhruv Khullar, Anna S Nordvig, Elizabeth A Shenkman, Russell L Rothman, Jason P Block, Kristin Lyman, Mark G Weiner, Thomas W Carton, Fei Wang, Rainu Kaushal
Keywords: Humans; Post-Acute COVID-19 Syndrome; COVID-19/epidemiology; Electronic Health Records; SARS-CoV-2; Propensity Score
Short Summary

RECOVER researchers analyzed electronic health records (EHR) in order to define Long COVID. Researchers found up to 25 different symptoms that patients who had COVID were more likely to have than those who didn’t have COVID. The symptoms were related to many different organs, such as memory loss, hair loss, and feeling tired. They found that certain types of Long COVID symptoms were more likely to happen in patients who were older, had more severe COVID, or had more health problems before they had COVID.  

This research is important because the findings show that Long COVID affects many organs, and types of Long COVID symptoms differ between certain groups of patients. However, EHR findings are limited in that they can only look at data from the patients' past. In order to confirm these findings, future studies that follow patients' symptoms over time, into the future, are needed. 

EHR Pediatric
Summary
Jhaveri, R; Webb, R; Razzaghi, H; et. al.RECOVER consortium, Journal of the Pediatric Infectious Disease Society
Published:
Journal: Journal of the Pediatric Infectious Disease Society
Abstract: Using electronic health record data combined with primary chart review, we identified seven children across nine participant pediatric medical centers with a diagnosis of Multisystem Inflammatory Syndrome in Children (MIS-C) managed exclusively as outpatients. These findings should raise awareness of mild presentations of MIS-C and the option of outpatient management.
Authors: Ravi Jhaveri, Ryan Webb, Hanieh Razzaghi, Julia Schuchard, Asuncion Mejias, Tellen D Bennett, Pei-Ni Jone, Deepika Thacker, Grant S Schulert, Colin Rogerson, Jonathan D Cogen, L Charles Bailey, Christopher B Forrest, Grace M Lee, Suchitra Rao,
Keywords: COVID; inflammatory; multisystem; outpatients; syndromes
Short Summary

RECOVER researchers explored Multisystem Inflammatory Syndrome in Children (MIS-C), a Long COVID symptom where there is inflammation (swelling) of multiple organ systems. Researchers looked to see if MIS-C can be identified and managed in the home (outpatient) instead of in the hospital (inpatient). 

An organ system is a collection of organs in your body dedicated to maintaining necessary functions. For example, your heart, arteries, and veins make up the Cardiovascular System--the system responsible for maintaining blood flow and delivering oxygen throughout the body.

Researchers were able to identify that in some patients, their MIS-C symptoms were mild enough to be treated at home and not require hospitalization. These results raise awareness that MIS-C can present in milder forms with the option to treat it at home if directed by a physician.

EHR Pediatric
Summary
Lorman, V; Rao, S; Jhaveri, R; et. al., JAMIA Open
Published:
Journal: JAMIA Open
Abstract: Objectives: Post-acute sequalae of SARS-CoV-2 infection (PASC) is not well defined in pediatrics given its heterogeneity of presentation and severity in this population. The aim of this study is to use novel methods that rely on data mining approaches rather than clinical experience to detect conditions and symptoms associated with pediatric PASC. Materials and methods: We used a propensity-matched cohort design comparing children identified using the new PASC ICD10CM diagnosis code (U09.9… Continue reading
Authors: Vitaly Lorman, Suchitra Rao, Ravi Jhaveri, Abigail Case, Asuncion Mejias, Nathan M Pajor, Payal Patel, Deepika Thacker, Seuli Bose-Brill, Jason Block, Patrick C Hanley, Priya Prahalad, Yong Chen, Christopher B Forrest, L Charles Bailey, Grace M Lee, Hanieh Razzaghi
Keywords: COVID-19; long COVID; post-acute sequelae of SARS-CoV-2 infection
Short Summary

RECOVER researchers wanted to identify conditions and symptoms associated with Long COVID in children (also known as pediatric Long COVID). The researchers analyzed electronic health record (EHR) data to detect conditions and symptoms associated with pediatric Long COVID. The study identified multiple conditions and body systems associated with pediatric Long COVID related to many different organs, such as heart and lung problems. 

This research is important because these findings use a data-driven approach to detect several new or under-reported conditions and symptoms that should be studied further. Researchers believe that further study may reveal the biological processes that cause these Long COVID symptoms and conditions.

Review Adult
Summary
Sherif, ZA; Gomez, CR; Connors, TJ; et. al.RECOVER Mechanistic Pathway Task Force, eLife
Published:
Journal: eLife
Abstract: COVID-19, with persistent and new onset of symptoms such as fatigue, post-exertional malaise, and cognitive dysfunction that last for months and impact everyday functioning, is referred to as Long COVID under the general category of post-acute sequelae of SARS-CoV-2 infection (PASC). PASC is highly heterogenous and may be associated with multisystem tissue damage/dysfunction including acute encephalitis, cardiopulmonary syndromes, fibrosis, hepatobiliary damages, gastrointestinal dysregulation… Continue reading
Authors: Zaki A Sherif, Christian R Gomez, Thomas J Connors, Timothy J Henrich, William Brian Reeves,
Keywords: Long COVID; PASC; angiotensin-converting enzyme; epidemiology; global health; immunology; inflammation; pathobiological mechanisms; pathophysiological mechanisms; post-viral syndromes; tissue damage
Short Summary

RECOVER researchers conducted a detailed review of published papers that try to explain how the COVID-19 virus causes the symptoms and conditions associated with Long COVID. Researchers compared how Long COVID is similar to other long-standing viral conditions (such as Epstein Barr virus, commonly known as Mono) to see if there is a common method used by COVID-19 and these other viral conditions to cause the associated symptoms and conditions.

RECOVER researchers believe that there is no one common method by which the COVID-19 virus causes the symptoms and conditions associated with Long COVID. Because there was no observed common method causing these Long COVID symptoms, researchers recommend that treatments are customized to each individual patient's specific symptoms and conditions.

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