Evidence map›Paper›PMID 35837356›Full record

ArticleGlobal heart2022

Cardiovascular Risk Factors and Clinical Outcomes among Patients Hospitalized with COVID-19: Findings from the World Heart Federation COVID-19 Study.

Dorairaj Prabhakaran, Kavita Singh, Dimple Kondal, Lana Raspail, Bishav Mohan, Toru Kato, Nizal Sarrafzadegan, Shamim Hayder Talukder, Shahin Akter, Mohammad Robed Amin and 27 more

Erratum issued Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Global heart, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT04475471 (WHF COVID-19 and Cardiovascular Disease Survey), which is not on this map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
2.9field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04475471 unknown statusnot on this map

WHF COVID-19 and Cardiovascular Disease Survey

TypeobservationalSponsorPublic Health Foundation of IndiaRan2020 to 2023Enrolled5,200ConditionsCOVID-19, Cardiovascular Diseases
3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Assessing the Burden of Thromboembolic Complications in Outpatient COVID-19 Cases: A Focused Study on Patients Followed in Primary Care.The Canadian journal of infectious diseases & medical microbiology = Journal canadien des maladies infectieuses et de la microbiologie medicale · 2025
    Article
  8. Review
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  12. Evaluation of COVID-19 cases treated in the intensive care unit in a coastal city hospital during the pandemic.Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologica · 2024
    Article
  13. Article
  14. Article
  15. Article
  16. Sex, cardiovascular disease, and the inequities of COVID-19.American journal of physiology. Heart and circulatory physiology · 2022
    Article
  17. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

37 authors at 20 institutions in 25 countries.

Dorairaj PrabhakaranPublic Health Foundation India, Centre for Chronic Disease Control, World Heart Federation, London School of Hygiene & Tropical Medicine, GB.ORCID 0000-0002-3172-834X
Kavita SinghPublic Health Foundation of India, Gurugram, Haryana, India, and Centre for Chronic Disease Control, New Delhi, IN.ORCID 0000-0003-4330-666X
Dimple KondalCentre for Chronic Disease Control, New Delhi, IN.ORCID 0000-0002-1417-9510
Lana RaspailWorld Heart Federation, Geneva, CH.
Bishav MohanDepartment of Cardiology, Dayanand Medical College, Ludhiana, Punjab, IN.
Toru KatoDepartment of Clinical Research, National Hospital Organization Tochigi Medical Centre, JP.
Nizal SarrafzadeganIsfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran & School of Population and Public Health, University of British Columbia, Vancouver, CA.
Shamim Hayder TalukderKuwait Bangladesh Friendship Government Hospital, BD.
Shahin AkterNational Coordinator, Eminence, Bangladesh.
Mohammad Robed AminDhaka Medical College Hospital, BD.
Fastone GomaCentre for Primary Care Research/Levy Mwanawasa University Teaching Hospital, Lusaka, ZM.
Juan Gomez-MesaHead. Cardiology Service. Fundación Valle del Lili. Cali, CO.
Ntobeko NtusiDivision of Cardiology, Department of Medicine and Cape Heart Institute, Faculty of Health Sciences, University of Cape Town and Groote Schuur Hospital, ZA.
Francisca InofomohInternal Medicine Department, Olabisi Onabanjo University Teaching Hospital, PMB 2001, Sagamu, NG.
Surender DeoraDepartment of Cardiology, All India Institute of Medical Sciences, Jodhpur, IN.
Evgenii PhilippovRyazan State Medical University, Ryazan emergency hospital, 85 Stroykova street, Ryazan, RU.
Alla SvarovskayaCardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, RU.
Alexandra KonradiAlmazov National Medical Research Centre, St.Petersburg, RU.
Aurelio PuentesISSSTE Clínica Hospital de Guanajuato, Cerro del Hormiguero S/N, Maria de la Luz, 36000 Guanajuato, Gto., Mexico, AS.
Okechukwu S OgahDepartment of Medicine, College of Medicine, University of Ibadan, and University College Hospital Ibadan, NG.
Bojan StaneticDepartment of Cardiology, University Clinical Centre of the Republic of Srpska, BA.
Aurora IssaInstituto Nacional de Cardiologia, Rio de Janeiro, BR.
Friedrich ThienemannCape Heart Institute, Department of Medicine, Faculty of Health Sciences, University of Cape Town, South Africa and Department of Internal Medicine, University Hospital Zurich, University of Zurich, CH.
Dafsah JuzarNational Cardiovascular Center Harapan Kita Hospital, Jakarta, ID.
Ezequiel ZaidelCardiology department, Sanatorio Güemes, and Pharmacology department, School of Medicine, University of Buenos Aires. Acuña de Figueroa 1228 (1180AAX), Buenos Aires, AR.
Sana SheikhDepartment of clinical Research, Tabba Heart Institute. ST-1, block 2, Federal B area, Karachi, PK.
Dike OjjiDepartment of Medicine, Faculty of Clinical Sciences, University of Abuja, and University of Abuja Teaching Hospital, NG.
Carolyn S P LamNational Heart Center Singapore and Duke-National University of Singapore, SG.
Junbo GeDepartment of Cardiology, Zhongshan Hospital, Fudan University. Shanghai Institute of Cardiovascular Diseases, Shanghai, CN.
Amitava BanerjeeUniversity College London, GB.
L Kristin NewbyDuke Clinical Research Institute, Duke University School of Medicine, Durham, NC, US.
Antonio Luiz P RibeiroCardiology Service and Telehealth Center, Hospital das Clínicas, and Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, BR.
Samuel GiddingWorld Heart Federation, Geneva, CH.
Fausto PintoSanta Maria University Hospital, CAML, CCUL, Faculdade de Medicina da Universidade de Lisboa, Lisbon, PT.
Pablo PerelDepartment of Non-communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, World Heart Federation, CH.ORCID 0000-0002-2342-301X
Karen SliwaCape Heart Institute, Department of Medicine & Cardiology, Groote Schuur Hospital, Faculty of Health Sciences, University of Cape Town, South Africa, World Heart Federation, CH.ORCID 0000-0002-8272-0911
WHF COVID-19 Study Collaborators
University of Cape Town · ZACentre for Chronic Disease Control · INWorld Heart Federation · CHAll India Institute of Medical Sciences Jodhpur · INDayanand Medical College & Hospital · INDhaka Medical College and Hospital · BDDuke University · USFederal Almazov North-West Medical Research Centre · RUFudan University · CNFundación Valle del Lili · COHeidelberg University · DEHospital das Clínicas da Universidade Federal de Minas Gerais · BRInstituto Nacional de Cardiologia · BRIsfahan University of Medical Sciences · IRLondon School of Hygiene & Tropical Medicine · GBMinistry of Local Government, Rural Development and Co-operatives · BDNational Hospital Organization · JPNational University Bangladesh · BDOlabisi Onabanjo University Teaching Hospital · NGRussian Academy of Sciences · RU

Funding

Developing and testing Collaborative Quality ImProvement initiative (C-QIP) for prevention of cardiovascular disease in IndiaK43TW011164 · FIC · PUBLIC HEALTH FOUNDATION OF INDIA · PI SINGH, KAVITA · 2019 to 2023
$342k
FIC NIH HHS K43 TW011164
6 · The paper itself

Abstract

Background and aims: Limited data exist on the cardiovascular manifestations and risk factors in people hospitalized with COVID-19 from low- and middle-income countries. This study aims to describe cardiovascular risk factors, clinical manifestations, and outcomes among patients hospitalized with COVID-19 in low, lower-middle, upper-middle- and high-income countries (LIC, LMIC, UMIC, HIC). Methods: Through a prospective cohort study, data on demographics and pre-existing conditions at hospital admission, clinical outcomes at hospital discharge (death, major adverse cardiovascular events (MACE), renal failure, neurological events, and pulmonary outcomes), 30-day vital status, and re-hospitalization were collected. Descriptive analyses and multivariable log-binomial regression models, adjusted for age, sex, ethnicity/income groups, and clinical characteristics, were performed. Results: Forty hospitals from 23 countries recruited 5,313 patients with COVID-19 (LIC = 7.1%, LMIC = 47.5%, UMIC = 19.6%, HIC = 25.7%). Mean age was 57.0 (±16.1) years, male 59.4%, pre-existing conditions included: hypertension 47.3%, diabetes 32.0%, coronary heart disease 10.9%, and heart failure 5.5%. The most frequently reported cardiovascular discharge diagnoses were cardiac arrest (5.5%), acute heart failure (3.8%), and myocardial infarction (1.6%). The rate of in-hospital deaths was 12.9% (N = 683), and post-discharge 30 days deaths was 2.6% (N = 118) (overall death rate 15.1%). The most common causes of death were respiratory failure (39.3%) and sudden cardiac death (20.0%). The predictors of overall mortality included older age (≥60 years), male sex, pre-existing coronary heart disease, renal disease, diabetes, ICU admission, oxygen therapy, and higher respiratory rates (p < 0.001 for each). Compared to Caucasians, Asians, Blacks, and Hispanics had almost 2-4 times higher risk of death. Further, patients from LIC, LMIC, UMIC versus. HIC had 2-3 times increased risk of death. Conclusions: The LIC, LMIC, and UMIC's have sparse data on COVID-19. We provide robust evidence on COVID-19 outcomes in these countries. This study can help guide future health care planning for the pandemic globally.

Indexed as

Cardiovascular DiseasesCOVID-19Diabetes MellitusHeart FailureAftercareHeart Disease Risk FactorsHospitalizationHumansMaleMiddle AgedPatient DischargeProspective StudiesRisk Factorscardiovascular diseaseCOVID-19mortality

Identifiers

PMID35837356
PMCPMC9205371
OpenAlexW4285060148

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.