Wynants L, Van Calster B, Collins GS, Riley RD, Heinze G, Schuit E, et al. Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal. BMJ. 2020;369:m1328.
Article
PubMed
PubMed Central
Google Scholar
Liu PP, Blet A, Smyth D, Li H. The science underlying COVID-19: implications for the cardiovascular system. Circulation. 2020;142(1):68–78.
Article
CAS
PubMed
Google Scholar
Guzik TJ, Mohiddin SA, Dimarco A, Patel V, Savvatis K, Marelli-Berg FM, et al. COVID-19 and the cardiovascular system: implications for risk assessment, diagnosis, and treatment options. Cardiovasc Res. 2020;116(10):1666–87.
Article
CAS
PubMed
PubMed Central
Google Scholar
Bavishi C, Bonow RO, Trivedi V, Abbott JD, Messerli FH, Bhatt DL. Acute myocardial injury in patients hospitalized with COVID-19 infection: A review. Prog Cardiovasc Dis. 2020..
Li JW, Han TW, Woodward M, Anderson CS, Zhou H, Chen YD, et al. The impact of 2019 novel coronavirus on heart injury: a systematic review and meta-analysis. Prog Cardiovasc Dis. 2020;63(4):518–24.
Article
PubMed
PubMed Central
Google Scholar
Li X, Guan B, Su T, Liu W, Chen M, Bin Waleed K, et al. Impact of cardiovascular disease and cardiac injury on in-hospital mortality in patients with COVID-19: a systematic review and meta-analysis. Heart. 2020;106(15):1142–7.
Article
CAS
PubMed
Google Scholar
Parohan M, Yaghoubi S, Seraji A. Cardiac injury is associated with severe outcome and death in patients with Coronavirus disease 2019 (COVID-19) infection: a systematic review and meta-analysis of observational studies. Eur Heart J Acute Cardiovasc Care. 2020;9(6):665–77.
Article
PubMed
Google Scholar
Santoso A, Pranata R, Wibowo A, Al-Farabi MJ, Huang I, Antariksa B. Cardiac injury is associated with mortality and critically ill pneumonia in COVID-19: A meta-analysis. Am J Emerg Med. 2020.
Januzzi JL. Troponin and BNP use in COVID-19. American College of Cardiology. https://www.acc.org/latest-in-cardiology/articles/2020/03/18/15/25/troponin-and-bnp-use-in-covid19. Accessed 21 Oct 2020.
NICE guideline [NG171]. Covid-19 rapid guideline: acute myocardial injury. National Institute for Health and Care Excellence. https://www.nice.org.uk/guidance/NG171. Accessed 21 Oct 2020.
Chapman AR, Bularga A, Mills NL. High-sensitivity cardiac troponin can be an ally in the fight against COVID-19. Circulation. 2020;141(22):1733–5.
Article
CAS
PubMed
Google Scholar
Loungani RS, Rehorn MR, Newby LK, Katz JN, Klem I, Mentz RJ, et al. A care pathway for the cardiovascular complications of COVID-19: insights from an institutional response. Am Heart J. 2020;225:3–9.
Article
CAS
PubMed
PubMed Central
Google Scholar
Lala A, Johnson KW, Januzzi JL, Russak AJ, Paranjpe I, Richter F, et al. Prevalence and impact of myocardial injury in patients hospitalized with covid-19 infection. J Am Coll Cardiol. 2020;76(5):533–46.
Article
CAS
PubMed
PubMed Central
Google Scholar
Lombardi CM, Carubelli V, Iorio A, Inciardi RM, Bellasi A, Canale C, et al. Association of troponin levels with mortality in Italian patients hospitalized with coronavirus disease 2019: results of a multicenter study. JAMA Cardiol. 2020;5(11):1274–80.
Article
PubMed
Google Scholar
Qin JJ, Cheng X, Zhou F, Lei F, Akolkar G, Cai J, et al. Redefining cardiac biomarkers in predicting mortality of inpatients with COVID-19. Hypertension. 2020;76(4):1104–12.
Article
CAS
PubMed
Google Scholar
Szekely Y, Lichter Y, Taieb P, Banai A, Hochstadt A, Merdler I, et al. Spectrum of cardiac manifestations in COVID-19: a systematic echocardiographic study. Circulation. 2020;142(4):342–53.
Article
CAS
PubMed
PubMed Central
Google Scholar
Riley RD, Moons KGM, Snell KIE, Ensor J, Hooft L, Altman DG, et al. A guide to systematic review and meta-analysis of prognostic factor studies. BMJ. 2019;364:k4597.
Article
PubMed
Google Scholar
Moher D, Liberati A, Tetzlaff J, Altman DG, Group P. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med. 2009;6(7):e1000097.
Article
PubMed
PubMed Central
Google Scholar
Hoy D, Brooks P, Woolf A, Blyth F, March L, Bain C, et al. Assessing risk of bias in prevalence studies: modification of an existing tool and evidence of interrater agreement. J Clin Epidemiol. 2012;65(9):934–9.
Article
PubMed
Google Scholar
Hayden JA, van der Windt DA, Cartwright JL, Cote P, Bombardier C. Assessing bias in studies of prognostic factors. Ann Intern Med. 2013;158(4):280–6.
Article
PubMed
Google Scholar
Potgieter D, Simmers D, Ryan L, Biccard BM, Lurati-Buse GA, Cardinale DM, et al. N-terminal pro-B-type natriuretic peptides’ prognostic utility is overestimated in meta-analyses using study-specific optimal diagnostic thresholds. Anesthesiology. 2015;123(2):264–71.
Article
CAS
PubMed
Google Scholar
Grant RL. Converting an odds ratio to a range of plausible relative risks for better communication of research findings. BMJ. 2014;348:f7450.
Article
PubMed
Google Scholar
Riley RD, Elia EG, Malin G, Hemming K, Price MP. Multivariate meta-analysis of prognostic factor studies with multiple cut-points and/or methods of measurement. Stat Med. 2015;34(17):2481–96.
Article
PubMed
PubMed Central
Google Scholar
Lee J, Kim KW, Choi SH, Huh J, Park SH. Systematic review and meta-analysis of studies evaluating diagnostic test accuracy: A practical review for clinical researchers-Part II. Statistical methods of meta-analysis. Korean J Radiol. 2015;16(6):1188–96.
Article
PubMed
PubMed Central
Google Scholar
Arcari L, Luciani M, Cacciotti L, Musumeci MB, Spuntarelli V, Pistella E, et al. Incidence and determinants of high-sensitivity troponin and natriuretic peptides elevation at admission in hospitalized COVID-19 pneumonia patients. Intern Emerg Med. 2020;15(8):1467–76.
Article
PubMed
Google Scholar
Azoulay E, Fartoukh M, Darmon M, Geri G, Voiriot G, Dupont T, et al. Increased mortality in patients with severe SARS-CoV-2 infection admitted within seven days of disease onset. Intensive Care Med. 2020;46(9):1714–22.
Article
CAS
PubMed
Google Scholar
Barman HA, Atici A, Sahin I, Alici G, Aktas Tekin E, Baycan OF, et al. Prognostic significance of cardiac injury in COVID-19 patients with and without coronary artery disease. Coron Artery Dis. 2020.
Bhatla A, Mayer MM, Adusumalli S, Hyman MC, Oh E, Tierney A, et al. COVID-19 and cardiac arrhythmias. Heart Rhythm. 2020;17(9):1439–44.
Article
PubMed
PubMed Central
Google Scholar
Bhatraju PK, Ghassemieh BJ, Nichols M, Kim R, Jerome KR, Nalla AK, et al. Covid-19 in critically ill patients in the Seattle region — case series. N Engl J Med. 2020;382(21):2012–22.
Article
CAS
PubMed
Google Scholar
Buckner FS, McCulloch DJ, Atluri V, Blain M, McGuffin SA, Nalla AK, et al. Clinical features and outcomes of 105 hospitalized patients with COVID-19 in Seattle, Washington. Clin Infect Dis. 2020;71(16):2167–73.
PubMed
PubMed Central
Google Scholar
Cipriani A, Capone F, Donato F, Molinari L, Ceccato D, Saller A, et al. Cardiac injury and mortality in patients with Coronavirus disease 2019 (COVID-19): insights from a mediation analysis. Intern Emerg Med. 2020.
Du RH, Liang LR, Yang CQ, Wang W, Cao TZ, Li M, et al. Predictors of mortality for patients with COVID-19 pneumonia caused by SARS-CoV-2: a prospective cohort study. Eur Respir J. 2020;55(5):2000524.
Article
CAS
PubMed
PubMed Central
Google Scholar
Ferguson J, Rosser JI, Quintero O, Scott J, Subramanian A, Gumma M, et al. Characteristics and outcomes of coronavirus disease patients under nonsurge conditions, Northern California, USA, March-April 2020. Emerg Infect Dis. 2020;26(8):1679–85.
Article
PubMed
PubMed Central
Google Scholar
Franks CE, Scott MG, Farnsworth CW. Elevated cardiac troponin I is associated with poor outcomes in COVID-19 patients at an academic medical center in midwestern USA. J Appl Lab Med. 2020;5(5):1137–9.
Article
PubMed
Google Scholar
Gottlieb M, Sansom S, Frankenberger C, Ward E, Hota B. Clinical course and factors associated with hospitalization and critical illness among COVID-19 patients in Chicago, Illinois. Acad Emerg Med. 2020;27(10):963–73.
Article
PubMed
Google Scholar
Goyal P, Choi JJ, Pinheiro LC, Schenck EJ, Chen R, Jabri A, et al. Clinical characteristics of Covid-19 in New York City. N Engl J Med. 2020;382(24):2372–4.
Article
PubMed
Google Scholar
Harmouch F, Shah K, Hippen JT, Kumar A, Goel H. Is it all in the heart? Myocardial injury as major predictor of mortality among hospitalized COVID-19 patients. J Med Virol. 2020.
Heberto AB, Carlos PCJ, Antonio CRJ, Patricia PP, Enrique TR, Danira MPJ, et al. Implications of myocardial injury in Mexican hospitalized patients with coronavirus disease 2019 (COVID-19). Int J Cardiol Heart Vasc. 2020;30:100638.
PubMed
PubMed Central
Google Scholar
Hu L, Chen S, Fu Y, Gao Z, Long H, Wang JM, et al. Risk factors associated with clinical outcomes in 323 COVID-19 hospitalized patients in Wuhan, China. Clin Infect Dis. 2020;71(16):2089.
PubMed
Google Scholar
Huang M, Yang Y, Shang F, Zheng Y, Zhao W, Luo L, et al. Clinical characteristics and predictors of disease progression in severe patients with COVID-19 infection in Jiangsu province, China: a descriptive study. Am J Med Sci. 2020;360(2):120–8.
Article
PubMed
PubMed Central
Google Scholar
Karbalai Saleh S, Oraii A, Soleimani A, Hadadi A, Shajari Z, Montazeri M, et al. The association between cardiac injury and outcomes in hospitalized patients with COVID-19. Intern Emerg Med. 2020;15(8):1415–24.
Article
PubMed
Google Scholar
Lazzeri C, Bonizzoli M, Batacchi S, Cianchi G, Franci A, Fulceri GE, et al. Cardiac involvment in COVID-19-related acute respiratory distress syndrome. Am J Cardiol. 2020;132:147–9.
Article
CAS
PubMed
PubMed Central
Google Scholar
Li C, Li M, Gan L, Zhang Y, Lei CL. Heart and liver damage in coronavirus disease-2019. Guang Dong Yi Xue. 2020;41:874–7.
Google Scholar
Li C, Jiang J, Wang F, Zhou N, Veronese G, Moslehi JJ, et al. Longitudinal correlation of biomarkers of cardiac injury, inflammation, and coagulation to outcome in hospitalized COVID-19 patients. J Mol Cell Cardiol. 2020;147:74–87.
Article
CAS
PubMed
PubMed Central
Google Scholar
Lorente-Ros A, Monteagudo Ruiz JM, Rincon LM, Ortega Perez R, Rivas S, Martinez-Moya R, et al. Myocardial injury determination improves risk stratification and predicts mortality in COVID-19 patients. Cardiol J. 2020;27(5):489–96.
PubMed
PubMed Central
Google Scholar
Majure DT, Gruberg L, Saba SG, Kvasnovsky C, Hirsch JS, Jauhar R. Usefulness of elevated troponin to predict death in patients with COVID-19 and myocardial injury. Int J Cardiol. 2020;S0002-9149(20):31097–3.
Google Scholar
Mejía-Vilet JM, Cordova-Sanchez BM, Fernandez-Camargo DA, Mendez-Perez RA, Morales-Buenrostro LE, Hernandez-Gilsoul T. A risk score to predict admission to the intensive care unit in patients with Covid-19: the ABC-GOALS score. Salud Publica Mex. 2020.
Nie SF, Yu M, Xie T, Yang F, Wang HB, Wang ZH, et al. Cardiac troponin I is an independent predictor for mortality in hospitalized patients with COVID-19. Circulation. 2020;142(6):608–10.
CAS
PubMed
PubMed Central
Google Scholar
Petrilli CM, Jones SA, Yang J, Rajagopalan H, O'Donnell L, Chernyak Y, et al. Factors associated with hospital admission and critical illness among 5279 people with coronavirus disease 2019 in New York City: prospective cohort study. BMJ. 2020;369:m1966.
Article
PubMed
PubMed Central
Google Scholar
Price-Haywood EG, Burton J, Fort D, Seoane L. Hospitalization and mortality among black patients and white patients with covid-19. N Engl J Med. 2020;382(26):2534–43.
Article
CAS
PubMed
Google Scholar
Raad M, Dabbagh M, Gorgis S, Yan J, Chehab O, Dagher C, et al. Cardiac injury patterns and inpatient outcomes among patients admitted with COVID-19. Am J Cardiol. 2020;133:154–61.
Article
CAS
PubMed
PubMed Central
Google Scholar
Shah P, Doshi R, Chenna A, Owens R, Cobb A, Ivey H, et al. Prognostic value of elevated cardiac troponin i in hospitalized covid-19 patients. Am J Cardiol. 2020;135:150–3.
Article
CAS
PubMed
PubMed Central
Google Scholar
Shah SJ, Barish PN, Prasad PA, Kistler A, Neff N, Kamm J, et al. Clinical features, diagnostics, and outcomes of patients presenting with acute respiratory illness: a retrospective cohort study of patients with and without COVID-19. EClinicalMedicine. 2020;27:100518.
Article
PubMed
PubMed Central
Google Scholar
Shen Y, Zheng F, Sun D, Ling Y, Chen J, Li F, et al. Epidemiology and clinical course of COVID-19 in Shanghai, China. Emerg Microbes Infect. 2020;9(1):1537–45.
Article
CAS
PubMed
PubMed Central
Google Scholar
Stefanini GG, Chiarito M, Ferrante G, Cannata F, Azzolini E, Viggiani G, et al. Early detection of elevated cardiac biomarkers to optimise risk stratification in patients with COVID-19. Heart. 2020;106(19):1512–8.
Article
CAS
PubMed
Google Scholar
van den Heuvel FMA, Vos JL, Koop Y, van Dijk APJ, Duijnhouwer AL, de Mast Q, et al. Cardiac function in relation to myocardial injury in hospitalised patients with COVID-19. Neth Heart J. 2020;28(7-8):410–7.
Article
PubMed
PubMed Central
Google Scholar
Wei JF, Huang FY, Xiong TY, Liu Q, Chen H, Wang H, et al. Acute myocardial injury is common in patients with COVID-19 and impairs their prognosis. Heart. 2020;106(15):1154–9.
Article
CAS
PubMed
Google Scholar
Yu Y, Xu D, Fu S, Zhang J, Yang X, Xu L, et al. Patients with COVID-19 in 19 ICUs in Wuhan, China: a cross-sectional study. Crit Care. 2020;24(1):219.
Article
PubMed
PubMed Central
Google Scholar
Zeng JH, Wu WB, Qu JX, Wang Y, Dong CF, Luo YF, et al. Cardiac manifestations of COVID-19 in Shenzhen, China. Infection. 2020;48(6):861–70.
Article
PubMed
CAS
Google Scholar
Zhao XY, Xu XX, Yin HS, Hu QM, Xiong T, Tang YY, et al. Clinical characteristics of patients with 2019 coronavirus disease in a non-Wuhan area of Hubei Province, China: a retrospective study. BMC Infect Dis. 2020;20(1):311.
Article
CAS
PubMed
PubMed Central
Google Scholar
Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. Lancet. 2020;395(10229):1054–62.
Article
CAS
PubMed
PubMed Central
Google Scholar
He H, Jin Z, Ren Y, Wang J, Wen W, Miao Y, et al. Clinical course and features of critical patients with COVID-19: a single-center, retrospective study from Wuhan Huoshenshan Hospital. Res Square. 2020; [Preprint].
Lu S, He H, Ra L, Wu Y, Deng L, Wang P, et al. The Cardiac Injury in Hospitalized Patients with Severe COVID-19 in Wuhan, China. Res Square. 2020; [Preprint].
Ma K-L, Liu Z-H, Cao C-F, Liu M-K, Liao J, Zou J-B, et al. COVID-19 myocarditis and severity factors: an adult cohort study. medRxiv. 2020; [Preprint].
Nguyen AB, Upadhyay GA, Chung B, Smith B, Besser SA, Johnson JA, et al. Outcomes and Cardiovascular Comorbidities in a Predominantly African-American Population with COVID-19. medRxiv. 2020; [Preprint].
Qi D, Yan X, Tang X, Peng J, Yu Q, Feng L, et al. Epidemiological and clinical features of 2019-nCoV acute respiratory disease cases in Chongqing municipality, China: a retrospective, descriptive, multiple-center study. medRxiv. 2020; [Preprint].
Tan W, Zhu Y, Yi H, Lin Y, Liu Y, Wu Z, et al. Development a Nomogram to Predict Prognosis in Severe and Critically Ill Patients with COVID-19. Res Square. 2020; [Preprint].
Woo S, Rios-Diaz A, Kubey A, Cheney-Peters D, Ackermann L, Chalikonda D, et al. Development and validation of a web-based severe COVID-19 risk prediction model. medRxiv. 2020; [Preprint].
Xu W, Luo Q, Chen D, Lei Z, Chen Y, Wang J, et al. Clinical features in mild type and severe type of COVID-19 patients. Res Square. 2020; [Preprint].
Yang S, Ma L, Wang Y-L, Wang Q, Tong Q, Chen M, et al. Risk factors for critical-ill events of patients with COVID-19 in Wuhan, China: a retrospective cohort study. medRxiv. 2020; [Preprint].
Zhang J, Ding D, Cao C, Zhang J, Huang X, Fu P, et al. Myocardial characteristics as the prognosis for COVID-19 patients. medRxiv. 2020; [Preprint].
Gao C, Wang Y, Gu X, Shen X, Zhou D, Zhou S, et al. Association between cardiac injury and mortality in hospitalized patients infected with avian influenza A (H7N9) virus. Crit Care Med. 2020;48(4):451–8.
Article
CAS
PubMed
PubMed Central
Google Scholar
Pizzini A, Burkert F, Theurl I, Weiss G, Bellmann-Weiler R. Prognostic impact of high sensitive troponin T in patients with influenza virus infection: A retrospective analysis. Heart Lung. 2020;49(1):105–9.
Article
PubMed
Google Scholar
Vestjens SMT, Spoorenberg SMC, Rijkers GT, Grutters JC, Ten Berg JM, Noordzij PG, et al. High-sensitivity cardiac troponin T predicts mortality after hospitalization for community-acquired pneumonia. Respirology. 2017;22(5):1000–6.
Article
PubMed
Google Scholar
Imazio M, Klingel K, Kindermann I, Brucato A, De Rosa FG, Adler Y, et al. COVID-19 pandemic and troponin: indirect myocardial injury, myocardial inflammation or myocarditis? Heart. 2020;106(15):1127–31.
Article
CAS
PubMed
Google Scholar
Tersalvi G, Vicenzi M, Calabretta D, Biasco L, Pedrazzini G, Winterton D. Elevated troponin in patients with coronavirus disease 2019: possible mechanisms. J Card Fail. 2020;26(6):470–5.
Article
PubMed
PubMed Central
Google Scholar
Lindner D, Fitzek A, Brauninger H, Aleshcheva G, Edler C, Meissner K, et al. Association of cardiac infection with SARS-CoV-2 in confirmed COVID-19 autopsy cases. JAMA Cardiol. 2020;5(11):1281–5.
Article
PubMed
Google Scholar
Puntmann VO, Carerj ML, Wieters I, Fahim M, Arendt C, Hoffmann J, et al. Outcomes of cardiovascular magnetic resonance imaging in patients recently recovered from coronavirus disease 2019 (COVID-19). JAMA Cardiol. 2020;5(11):1265–73.
Article
PubMed
PubMed Central
Google Scholar
Aikawa T, Takagi H, Ishikawa K, Kuno T. Myocardial injury characterized by elevated cardiac troponin and in-hospital mortality of COVID-19: An insight from a meta-analysis. J Med Virol. 2020.
Vrsalovic M, Vrsalovic PA. Cardiac troponins predict mortality in patients with COVID-19: A meta-analysis of adjusted risk estimates. J Infect. 2020;81(3):e99–e100.
Article
CAS
PubMed
PubMed Central
Google Scholar
Potere N, Valeriani E, Candeloro M, Tana M, Porreca E, Abbate A, et al. Acute complications and mortality in hospitalized patients with coronavirus disease 2019: a systematic review and meta-analysis. Crit Care. 2020;24(1):389.
Article
PubMed
PubMed Central
Google Scholar
Chen R, Liang W, Jiang M, Guan W, Zhan C, Wang T, et al. Risk factors of fatal outcome in hospitalized subjects with coronavirus disease 2019 from a nationwide analysis in China. Chest. 2020;158(1):97–105.
Article
CAS
PubMed
Google Scholar
Cheng Y, Luo R, Wang K, Zhang M, Wang Z, Dong L, et al. Kidney disease is associated with in-hospital death of patients with COVID-19. Kidney Int. 2020;97(5):829–38.
Article
CAS
PubMed
PubMed Central
Google Scholar
Linschoten M, Asselbergs FW. CAPACITY-COVID: a European Registry to determine the role of cardiovascular disease in the COVID-19 pandemic. Eur Heart J. 2020;41(19):1795–6.
Article
CAS
PubMed
Google Scholar