Schachter J, Ribas A, Long GV, Arance A, Grob JJ, Mortier L, et al. Pembrolizumab versus ipilimumab for advanced melanoma: final overall survival results of a multicentre, randomised, open-label phase 3 study (KEYNOTE-006). Lancet. 2017;390(10105):1853–62. https://doi.org/10.1016/S0140-6736(17)31601-X.
Motzer RJ, Tannir NM, McDermott DF, Arén Frontera O, Melichar B, Choueiri TK, et al. Nivolumab plus Ipilimumab versus Sunitinib in advanced renal-cell carcinoma. N Engl J Med. 2018;378(14):1277–90. https://doi.org/10.1056/NEJMoa1712126.
Rizvi NA, Mazières J, Planchard D, Stinchcombe TE, Dy GK, Antonia SJ, et al. Activity and safety of nivolumab, an anti-PD-1 immune checkpoint inhibitor, for patients with advanced, refractory squamous non-small-cell lung cancer (CheckMate 063): a phase 2, single-arm trial. Lancet Oncol. 2015;16(3):257–65. https://doi.org/10.1016/S1470-2045(15)70054-9.
Castrillon JA, Eng C, Cheng F. Pharmacogenomics for immunotherapy and immune-related cardiotoxicity. Hum Mol Genet. 2020;29(R2):R186–96. https://doi.org/10.1093/hmg/ddaa137.
Upadhaya S, Neftelino ST, Hodge JP, Oliva C, Campbell JR, Yu JX. Combinations take centre stage in PD1/PDL1 inhibitor clinical trials. Nat Rev Drug Discov. 2021;20(3):168-9.
Dougan M, Pietropaolo M. Time to dissect the autoimmune etiology of cancer antibody immunotherapy. J Clin Invest. 2020;130(1):51–61. https://doi.org/10.1172/JCI131194.
Cautela J, Zeriouh S, Gaubert M, Bonello L, Laine M, Peyrol M, et al. Intensified immunosuppressive therapy in patients with immune checkpoint inhibitor-induced myocarditis. J ImmunoTher Cancer. 2020;8(2):e001887. https://doi.org/10.1136/jitc-2020-001887.
D’Souza M, Nielsen D, Svane IM, Iversen K, Rasmussen PV, Madelaire C, et al. The risk of cardiac events in patients receiving immune checkpoint inhibitors: a nationwide Danish study. Eur Heart J. 2021;42(16):1621-31.
Bharadwaj A, Potts J, Mohamed MO, Parwani P, Swamy P, Lopez-Mattei JC, et al. Acute myocardial infarction treatments and outcomes in 6.5 million patients with a current or historical diagnosis of cancer in the USA. Eur Heart J. 2019;41(23):2183–93.
Wang DY, Salem JE, Cohen JV, Chandra S, Menzer C, Ye F, et al. Fatal toxic effects associated with immune checkpoint inhibitors: a systematic review and meta-analysis. JAMA Oncol. 2018;4(12):1721–8. https://doi.org/10.1001/jamaoncol.2018.3923.
Salem JE, Manouchehri A, Moey M, Lebrun-Vignes B, Bastarache L, Pariente A, et al. Cardiovascular toxicities associated with immune checkpoint inhibitors: an observational, retrospective, pharmacovigilance study. Lancet Oncol. 2018;19(12):1579–89. https://doi.org/10.1016/S1470-2045(18)30608-9.
FDA Adverse Events Reporting System Public Dashboard [https://www.fda.gov/drugs/questions-and-answers-fdas-adverse-event-reporting-system-faers/fda-adverse-event-reporting-system-faers-public-dashboard) ].
Wickham H. stringr: Simple, Consistent Wrappers for Common String Operations; 2019.
Ho D, Imai K, King G, Stuart EA: MatchIt: Nonparametric Preprocessing for Parametric Causal Inference. 2011 2011, 42(8):28.
Mark Stevenson with contributions from Telmo Nunes CH, Jonathon Marshall, Javier Sanchez, Ron Thornton, Jeno Reiczigel, Jim Robison-Cox, Paola Sebastiani, Peter Solymos, Kazuki Yoshida, Geoff Jones, Sarah Pirikahu, Simon Firestone, Ryan Kyle, Johann Popp, Mathew Jay and Charles Reynard epiR: Tools for the Analysis of Epidemiological Data. 2020.
Chongsuvivatwong V. epiDisplay: Epidemiological Data Display Package. In: vol. R package version 3.5.0.1; 2018.
Viechtbauer W: Conducting Meta-Analyses in R with the metafor Package. 2010 2010, 36(3):48.
Al-Kindi SG, Oliveira GH. Reporting of immune checkpoint inhibitor-associated myocarditis. Lancet. 2018;392(10145):382-3.
Hu JR, Florido R, Lipson EJ, Naidoo J, Ardehali R, Tocchetti CG, et al. Cardiovascular toxicities associated with immune checkpoint inhibitors. Cardiovasc Res. 2019;115(5):854–68. https://doi.org/10.1093/cvr/cvz026.
Johnson DB, Balko JM, Compton ML, Chalkias S, Gorham J, Xu Y, et al. Fulminant myocarditis with combination immune checkpoint blockade. N Engl J Med. 2016;375(18):1749–55. https://doi.org/10.1056/NEJMoa1609214.
Martinez-Calle N, Rodriguez-Otero P, Villar S, Mejías L, Melero I, Prosper F, et al. Anti-PD1 associated fulminant myocarditis after a single pembrolizumab dose: the role of occult pre-existing autoimmunity. Haematologica. 2018;103(7):e318–21. https://doi.org/10.3324/haematol.2017.185777.
Ederhy S, Voisin AL, Champiat S. Myocarditis with immune checkpoint blockade. N Engl J Med. 2017;376(3):290–1. https://doi.org/10.1056/NEJMc1615251.
Bonaca MP, Olenchock BA, Salem JE, Wiviott SD, Ederhy S, Cohen A, et al. Myocarditis in the setting of Cancer therapeutics: proposed case definitions for emerging clinical syndromes in cardio-oncology. Circulation. 2019;140(2):80–91. https://doi.org/10.1161/CIRCULATIONAHA.118.034497.
Puzanov I, Diab A, Abdallah K, Bingham CO, Brogdon C, Dadu R, et al. Managing toxicities associated with immune checkpoint inhibitors: consensus recommendations from the Society for Immunotherapy of Cancer (SITC) toxicity management working group. J ImmunoTher Cancer. 2017;5(1):95. https://doi.org/10.1186/s40425-017-0300-z.
Smith LA, Cornelius VR, Plummer CJ, Levitt G, Verrill M, Canney P, et al. Cardiotoxicity of anthracycline agents for the treatment of cancer: systematic review and meta-analysis of randomised controlled trials. BMC Cancer. 2010;10(1):337. https://doi.org/10.1186/1471-2407-10-337.
Allen A. The cardiotoxicity of chemotherapeutic drugs. Semin Oncol. 1992;19(5):529–42.
Jensen BV, Skovsgaard T, Nielsen SL. Functional monitoring of anthracycline cardiotoxicity:a prospective, blinded, long-term observational study of outcome in 120 patients. Ann Oncol. 2002;13(5):699–709. https://doi.org/10.1093/annonc/mdf132.
Conforti F, Pala L, Bagnardi V, De Pas T, Martinetti M, Viale G, et al. Cancer immunotherapy efficacy and patients' sex: a systematic review and meta-analysis. Lancet Oncol. 2018;19(6):737–46. https://doi.org/10.1016/S1470-2045(18)30261-4.
Reck M, Rodríguez-Abreu D, Robinson AG, Hui R, Csőszi T, Fülöp A, et al. Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung Cancer. N Engl J Med. 2016;375(19):1823–33. https://doi.org/10.1056/NEJMoa1606774.
Castro A, Pyke RM, Zhang X, Thompson WK, Day C-P, Alexandrov LB, et al. Strength of immune selection in tumors varies with sex and age. Nat Commun. 2020;11(1):4128. https://doi.org/10.1038/s41467-020-17981-0.
Oliva M, Muñoz-Aguirre M, Kim-Hellmuth S, Wucher V, Gewirtz ADH, Cotter DJ, et al. The impact of sex on gene expression across human tissues. Science. 2020;369(6509).
Barbarino JM, Whirl-Carrillo M, Altman RB, Klein TE. PharmGKB: A worldwide resource for pharmacogenomic information. Wiley Interdiscip Rev Syst Biol Med. 2018;10(4):e1417.
Kerns SL, Fachal L, Dorling L, Barnett GC, Baran A, Peterson DR, et al. Radiogenomics consortium genome-wide association study meta-analysis of late toxicity after prostate Cancer radiotherapy. J Natl Cancer Inst. 2020;112(2):179–90. https://doi.org/10.1093/jnci/djz075.
Relling MV, Klein TE. CPIC: clinical Pharmacogenetics implementation consortium of the pharmacogenomics research network. Clin Pharmacol Ther. 2011;89(3):464–7. https://doi.org/10.1038/clpt.2010.279.
Hussain M, Hou Y, Watson C, Moudgil R, Shah C, Abraham J, et al. Temporal trends of cardiac outcomes and impact on survival in patients with Cancer. Am J Cardiol. 2020;137:118–24. https://doi.org/10.1016/j.amjcard.2020.09.030.
Hussain M, Misbah R, Donnellan E, Alkharabsheh S, Hou Y, Cheng F, et al. Impact of timing of atrial fibrillation, CHA (2) DS (2)-VASc score and cancer therapeutics on mortality in oncology patients. Open Heart. 2020;7(2).
Lapirow D, La Gerche A, Toro C, Masango E, Costello B, Porello E, et al. The Australia and New Zealand Cardio-Oncology Registry: evaluation of chemotherapy-related cardiotoxicity in a national cohort of pediatric cancer patients. Intern Med J. 2021;51(2):229-34.
Mulrooney DA, Armstrong GT, Huang S, Ness KK, Ehrhardt MJ, Joshi VM, et al. Cardiac outcomes in adult survivors of childhood cancer exposed to cardiotoxic therapy. Ann Intern Med. 2016;164(2):93.
Zhou Y, Hou Y, Hussain M, Brown SA, Budd T, Tang WHW, et al. Machine learning–based risk assessment for Cancer therapy–related cardiac dysfunction in 4300 longitudinal oncology patients. J Am Heart Assoc. 2020;9(23):e019628. https://doi.org/10.1161/JAHA.120.019628.
Xu B, Kocyigit D, Grimm R, Griffin BP, Cheng F. Applications of artificial intelligence in multimodality cardiovascular imaging: a state-of-the-art review. Prog Cardiovasc Dis. 2020;63(3):367–76. https://doi.org/10.1016/j.pcad.2020.03.003.
Sevakula RK, Au-Yeung WTM, Singh JP, Heist EK, Isselbacher EM, Armoundas AA. State‐of‐the‐Art Machine Learning Techniques Aiming to Improve Patient Outcomes Pertaining to the Cardiovascular System. J Am Heart Assoc. 2020;9(4). https://doi.org/10.1161/JAHA.119.013924.
Attia ZI, Noseworthy PA, Lopez-Jimenez F, Asirvatham SJ, Deshmukh AJ, Gersh BJ, et al. An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction. Lancet. 2019;394(10201):861–7. https://doi.org/10.1016/S0140-6736(19)31721-0.