Have a personal or library account? Click to login
Seasonal variations of arrhythmias and their impact on mortality in cancer patients with health disparities: A propensity score adjusted machine learning analysis of over 100 million hospitalizations across 3 years Cover

Seasonal variations of arrhythmias and their impact on mortality in cancer patients with health disparities: A propensity score adjusted machine learning analysis of over 100 million hospitalizations across 3 years

Open Access
|Mar 2024

References

  1. Loomba RS. Seasonal variation in paroxysmal atrial fibrillation: A systematic review. J Atr Fibrillation. 2015;7(5):1201. Epub 20150228. doi: 10.4022/jafib.1201. PubMed PMID: 27957153; PubMed Central PMCID: PMC5135221.
  2. Wattigney WA, Mensah GA, Croft JB. Increasing trends in hospitalization for atrial fibrillation in the United States, 1985 through 1999: implications for primary prevention. Circulation. 2003;108(6):711-6. Epub 20030728. doi: 10.1161/01.CIR.0000083722.42033.0A. PubMed PMID: 12885749.
  3. Fares A. Winter cardiovascular diseases phenomenon. N Am J Med Sci. 2013;5(4):266-79. doi: 10.4103/1947-2714.110430. PubMed PMID: 23724401; PubMed Central PMCID: PMC3662093.
  4. Viganego F, Singh R, Fradley MG. Arrhythmias and other electrophysiology issues in cancer patients receiving chemotherapy or radiation. Curr Cardiol Rep. 2016;18(6):52. doi: 10.1007/s11886-016-0730-0. PubMed PMID: 27108362.
  5. Agency for Healthcare Research and Quality. Healthcare cost and utilization project data use agreement course: Agency for Healthcare Research and Quality [Internet]. 2021 [2023 March 25]. Available from: https://hcup-us.ahrq.gov/DUA/dua_508/DUA508version.jsp.
  6. National Bureau of Economic Research. Guidance: Data sets not requiring IRB review: National Bureau of Economic Research [Internet]. 2023 [2023 March 25]. Available from: https://www.nber.org/programs-projects/projects-and-centers/human-subjects-protection-and-institutional-review-board-irb/guidance-data-sets-not-requiring-irb-review.
  7. Monlezun DJ, Sinyavskiy O, Peters N, Steigner L, Aksamit T, Girault MI, et al. Artificial intelligence-augmented propensity score, cost effectiveness and computational ethical analysis of cardiac arrest and active cancer with novel mortality predictive score. Medicina (Kaunas). 2022;58(8):Epub 20220803. doi: 10.3390/medicina58081039. PubMed PMID: 36013506; PubMed Central PMCID: PMC9412828.
  8. Razavi AC, Sapin A, Monlezun DJ, McCormack IG, Latoff A, Pedroza K, et al. Effect of culinary education curriculum on Mediterranean diet adherence and food cost savings in families: a randomised controlled trial. Public Health Nutr. 2021;24(8):2297-303. Epub 20200803. doi: 10.1017/S1368980020002256. PubMed PMID: 32744215.
  9. Razavi AC, Monlezun DJ, Sapin A, Stauber Z, Schradle K, Schlag E, et al. Multisite culinary medicine curriculum is associated with cardioprotective dietary patterns and lifestyle medicine competencies among medical trainees. Am J Lifestyle Med. 2020;14(2):225-33. Epub 20200124. doi: 10.1177/1559827619901104. PubMed PMID: 32231488; PubMed Central PMCID: PMC7092396.
  10. Centers for Disease Control and Prevention. Flu season: Center for Disease Control and Prevention [Internet]. 2022 [2023 March 205]. Available from: https://www.cdc.gov/flu/about/season/flu-season.htm.
  11. Monlezun DJ, Badalamenti A, Javaid A, Marmagkiolis K, Honan K, Kim JW, et al. Artificial intelligence-augmented analysis of contemporary procedural, mortality, and cost trends in carcinoid heart disease in a large national cohort with a focus on the “forgotten pulmonic valve”. Front Cardiovasc Med. 2022;9:1071138. Epub 20230208. doi: 10.3389/fcvm.2022.1071138. PubMed PMID: 36843627; PubMed Central PMCID: PMC9945326.
  12. Monlezun DJ, Lawless S, Palaskas N, Peerbhai S, Charitakis K, Marmagkiolis K, et al. Machine learning-augmented propensity score analysis of percutaneous coronary intervention in over 30 million cancer and noncancer patients. Front Cardiovasc Med. 2021;8:620857. Epub 20210406. doi: 10.3389/fcvm.2021.620857. PubMed PMID: 33889598; PubMed Central PMCID: PMC8055825.
  13. Monlezun DJ, Carr C, Niu T, Nordio F, DeValle N, Sarris L, et al. Meta-analysis and machine learning-augmented mixed effects cohort analysis of improved diets among 5847 medical trainees, providers and patients. Public Health Nutr. 2022;25(2):281-9. Epub 20210628. doi: 10.1017/s1368980021002809. PubMed PMID: 34176552; PubMed Central PMCID: PMC8883775.
  14. Khadra H, Kholmatov R, Monlezun D, Kandil E. Do anticoagulation medications increase the risk of haematoma in ultrasound-guided fine needle aspiration of thyroid lesions? Cytopathology. 2018;29(6):565-8. Epub 20180803. doi: 10.1111/cyt.12608. PubMed PMID: 29969159.
  15. D’Agostino RB Jr. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Stat Med. 1998;17(19):2265-81. doi: 10.1002/(sici)1097-0258(19981015)17:19<2265::aid-sim918>3.0.co;2-b. PubMed PMID: 9802183.
  16. Elze MC, Gregson J, Baber U, Williamson E, Sartori S, Mehran R, et al. Comparison of propensity score methods and covariate adjustment: evaluation in 4 cardiovascular studies. J Am Coll Cardiol. 2017;69(3):345-57. doi: 10.1016/j.jacc.2016.10.060. PubMed PMID: 28104076.
  17. US Department of Transportation. Departmental guidance on valuation of a statistical life in economic analysis: U.S. Department of Transportation [Internet]. 2022 [2023 March 25]. Available from: https://www.transportation.gov/office-policy/transportation-policy/revised-departmental-guidance-on-valuation-of-a-statistical-life-in-economic-analysis.
  18. Monlezun DJ. The global bioethics of artificial intelligence and human rights. Cambridge: Cambridge Scholars Press; 2020.
  19. Garcia A, Monlezun D. Ethical challenges in COVID-19 biomedical research, vaccination, and therapy. Bioethics during COVID-19. Cambridge: Cambridge Scholars Press; 2022.
  20. Monlezun D, Sotomayor C, Peters N, Steigner L, Gallagher C, García A. The global AI ethics of COVID-19 recovery: Narrative review and personalist social contract ethical analysis of AI-driven optimization of public health effectiveness and social equities. Medicine and ethics. 2022;33(2). doi: http://dx.doi.org/10.36105/mye.2022v33n2.02.
  21. Schaeffer MD. Thomistic personalism: clarifying and advancing the project. 2016.
  22. Carlo WE. The ultimate reducibility of essence to existence in existential metaphysics: M. Nijhoff. 1966.
  23. Clarke WN. Explorations in metaphysics: Being--God--person. 1994.
  24. Aristotle A. Aristotle metaphysics. Cambridge, MA: Harvard University Press; 1933.
  25. Clarke WN. Person and being. 1993.
  26. Clarke WN. The creative retrieval of Saint Thomas Aquinas: essays in Thomistic philosophy, new and old. New York: Fordham Univ Press; 2009.
  27. Aquinas T. Summa theologica: Guerin; 1869.
  28. Gluszak A, Kocon S, Zuk K, Aljabali P, Gluza A, Siwek K. Episodes of atrial fibrillation and meteorological conditions. Kardiol Pol. 2008;66(9):958-63; discussion 64-5. PubMed PMID: 18924023.
  29. Fustinoni O, Saposnik G, Esnaola y Rojas MM, Lakkis SG, Sposato LA, Re NI. Higher frequency of atrial fibrillation linked to colder seasons and air temperature on the day of ischemic stroke onset. J Stroke Cerebrovasc Dis. 2013;22(4):476-81. Epub 20130404. doi: 10.1016/j.jstrokecerebrovasdis.2013.03.009. PubMed PMID: 23562211.
  30. Deshmukh AJ, Pant S, Kumar G, Hayes K, Badheka AO, Dabhadkar KC, et al. Seasonal variations in atrial fibrillation related hospitalizations. Int J Cardiol. 2013;168(2):1555-6. Epub 20130307. doi: 10.1016/j.ijcard.2012.12.104. PubMed PMID: 23465251.
  31. Upshur RE, Moineddin R, Crighton EJ, Mamdani M. Is there a clinically significant seasonal component to hospital admissions for atrial fibrillation? BMC Health Serv Res. 2004;4(1):5. Epub 20040319. doi: 10.1186/1472-6963-4-5. PubMed PMID: 15033001; PubMed Central PMCID: PMC400747.
  32. Watanabe E, Kuno Y, Takasuga H, Tong M, Sobue Y, Uchiyama T, et al. Seasonal variation in paroxysmal atrial fibrillation documented by 24-hour Holter electrocardiogram. Heart Rhythm. 2007;4(1):27-31. Epub 20060928. doi: 10.1016/j.hrthm.2006.09.030. PubMed PMID: 17198985.
  33. Murphy NF, Stewart S, MacIntyre K, Capewell S, McMurray JJ. Seasonal variation in morbidity and mortality related to atrial fibrillation. Int J Cardiol. 2004;97(2):283-8. doi: 10.1016/j.ijcard.2004.03.041. PubMed PMID: 15458696.
  34. Frost L, Johnsen SP, Pedersen L, Husted S, Engholm G, Sorensen HT, et al. Seasonal variation in hospital discharge diagnosis of atrial fibrillation: a population-based study. Epidemiology. 2002;13(2):211-5. doi: 10.1097/00001648-200203000-00017. PubMed PMID: 11880763.
  35. Frost L, Vukelic Andersen L, Mortensen LS, Dethlefsen C. Seasonal variation in stroke and stroke-associated mortality in patients with a hospital diagnosis of nonvalvular atrial fibrillation or flutter. A population-based study in Denmark. Neuroepidemiology. 2006;26(4):220-5. Epub 20060425. doi: 10.1159/000092796. PubMed PMID: 16645321.
  36. Nguyen JL, Link MS, Luttmann-Gibson H, Laden F, Schwartz J, Wessler BS, et al. Drier air, lower temperatures, and triggering of paroxysmal atrial fibrillation. Epidemiology. 2015;26(3):374-80. doi: 10.1097/EDE.0000000000000284. PubMed PMID: 25756220; PubMed Central PMCID: PMC4502955.
  37. Nguyen JL, Laden F, Link MS, Schwartz J, Luttmann-Gibson H, Dockery DW. Weather and triggering of ventricular arrhythmias in patients with implantable cardioverter-defibrillators. J Expo Sci Environ Epidemiol. 2015;25(2):175-81. Epub 20131030. doi: 10.1038/jes.2013.72. PubMed PMID: 24169878; PubMed Central PMCID: PMC4503240.
  38. Cagle A, Hubbard R. Cold-related cardiac mortality in King County, Washington, USA 1980-2001. Ann Hum Biol. 2005;32(4):525-37. doi: 10.1080/03014460500153758. PubMed PMID: 16147400.
  39. Schneider A, Schuh A, Maetzel FK, Ruckerl R, Breitner S, Peters A. Weather-induced ischemia and arrhythmia in patients undergoing cardiac rehabilitation: another difference between men and women. Int J Biometeorol. 2008;52(6):535-47. Epub 20080129. doi: 10.1007/s00484-008-0144-9. PubMed PMID: 18228048.
  40. Kupari M, Koskinen P. Seasonal variation in occurrence of acute atrial fibrillation and relation to air temperature and sale of alcohol. Am J Cardiol. 1990;66(20):1519-20. doi: 10.1016/0002-9149(90)90549-g. PubMed PMID: 2252006.
  41. Fazal M, Malisa J, Rhee JW, Witteles RM, Rodriguez F. Racial and ethnic disparities in cardio-oncology: a call to action. JACC CardioOncol. 2021;3(2):201-4. Epub 20210615. doi: 10.1016/j.jaccao.2021.05.001. PubMed PMID: 34308372; PubMed Central PMCID: PMC8301207.
  42. Heckbert SR, Austin TR, Jensen PN, Chen LY, Post WS, Floyd JS, et al. Differences by Race/Ethnicity in the Prevalence of Clinically Detected and Monitor-Detected Atrial Fibrillation: MESA. Circ Arrhythm Electrophysiol. 2020;13(1):e007698. Epub 20200114. doi: 10.1161/CIRCEP.119.007698. PubMed PMID: 31934795; PubMed Central PMCID: PMC7204495.
  43. Giaquinto AN, Miller KD, Tossas KY, Winn RA, Jemal A, Siegel RL. Cancer statistics for African American/Black People 2022. CA Cancer J Clin. 2022;72(3):202-29. Epub 20220210. doi: 10.3322/caac.21718. PubMed PMID: 35143040.
  44. Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics, 2022. CA Cancer J Clin. 2022;72(1):7-33. Epub 20220112. doi: 10.3322/caac.21708. PubMed PMID: 35020204.
  45. Siontis KC, Noseworthy PA, Ruddy KJ. Atrial Fibrillation and Cancer: Where Biology and Epidemiology Intertwine. JACC CardioOncol. 2021;3(2):233-5. Epub 20210615. doi: 10.1016/j.jaccao.2021.04.003. PubMed PMID: 34396328; PubMed Central PMCID: PMC8352332.
  46. Assuncao B, Handschumacher MD, Brunner AM, Yucel E, Bartko PE, Cheng KH, et al. Acute Leukemia is Associated with Cardiac Alterations before Chemotherapy. J Am Soc Echocardiogr. 2017;30(11):1111-8. Epub 20170915. doi: 10.1016/j.echo.2017.07.016. PubMed PMID: 28927558.
  47. Asteggiano R, Norbiato C, Marengo S, Parrini I. Cancer and arrhythmias. Journal of Cardiology Practice. 2021;19(21).
  48. Lee DH, Chandrashekhar S, Fradley MG. Electrophysiologic Complications in Cancer Patients. Methodist Debakey Cardiovasc J. 2019;15(4):282-8. doi: 10.14797/mdcj-15-4-282. PubMed PMID: 31988689; PubMed Central PMCID: PMC6977558.
  49. Buza V, Rajagopalan B, Curtis AB. Cancer Treatment-Induced Arrhythmias: Focus on Chemotherapy and Targeted Therapies. Circ Arrhythm Electrophysiol. 2017;10(8). doi: 10.1161/CIRCEP.117.005443. PubMed PMID: 28798022.
  50. Bagheri R, Yousefi Y, Rezai R, Azemonfar V, Keshtan FG. Atrial fibrillation after lung surgery: incidence, underlying factors, and predictors. Kardiochir Torakochirurgia Pol. 2019;16(2):53-6. Epub 20190628. doi: 10.5114/kitp.2019.86355. PubMed PMID: 31410090; PubMed Central PMCID: PMC6690155.
  51. Ciriaco P, Mazzone P, Canneto B, Zannini P. Supraventricular arrhythmia following lung resection for non-small cell lung cancer and its treatment with amiodarone. Eur J Cardiothorac Surg. 2000;18(1):12-6. doi: 10.1016/s1010-7940(00)00428-0. PubMed PMID: 10869934.
  52. Imperatori A, Mariscalco G, Riganti G, Rotolo N, Conti V, Dominioni L. Atrial fibrillation after pulmonary lobectomy for lung cancer affects long-term survival in a prospective single-center study. J Cardiothorac Surg. 2012;7:4. Epub 20120110. doi: 10.1186/1749-8090-7-4. PubMed PMID: 22233837; PubMed Central PMCID: PMC3287133.
  53. Walsh SR, Oates JE, Anderson JA, Blair SD, Makin CA, Walsh CJ. Postoperative arrhythmias in colorectal surgical patients: incidence and clinical correlates. Colorectal Dis. 2006;8(3):212-6. doi: 10.1111/j.1463-1318.2005.00881.x. PubMed PMID: 16466562.
  54. O’Neal WT, Lakoski SG, Qureshi W, Judd SE, Howard G, Howard VJ, et al. Relation between cancer and atrial fibrillation (from the REasons for Geographic And Racial Differences in Stroke Study). Am J Cardiol. 2015;115(8):1090-4. Epub 20150131. doi: 10.1016/j.amjcard.2015.01.540. PubMed PMID: 25711434; PubMed Central PMCID: PMC4380860.
  55. Guzzetti S, Costantino G, Vernocchi A, Sada S, Fundaro C. First diagnosis of colorectal or breast cancer and prevalence of atrial fibrillation. Intern Emerg Med. 2008;3(3):227-31. Epub 20080305. doi: 10.1007/s11739-008-0124-4. PubMed PMID: 18320149.
  56. Erichsen R, Christiansen CF, Mehnert F, Weiss NS, Baron JA, Sorensen HT. Colorectal cancer and risk of atrial fibrillation and flutter: a population-based case-control study. Intern Emerg Med. 2012;7(5):431-8. Epub 20111004. doi: 10.1007/s11739-011-0701-9. PubMed PMID: 21968511.
  57. Ostenfeld EB, Erichsen R, Pedersen L, Farkas DK, Weiss NS, Sørensen HT. Atrial fibrillation as a marker of occult cancer. PLoS One. 2014;9(8):e102861. Epub 20140813. doi: 10.1371/journal.pone.0102861. PubMed PMID: 25119880; PubMed Central PMCID: PMC4138009.
DOI: https://doi.org/10.2478/rjc-2024-0005 | Journal eISSN: 2734-6382 | Journal ISSN: 1220-658X
Language: English
Page range: 16 - 23
Published on: Mar 29, 2024
Published by: Romanian Society of Cardiology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2024 Jong Kun Park, Dominique Monlezun, Jin Wan Kim, James Going, Shaden Khalaf, Kevin Honan, Abdelrahman Ali, Victor Liu, Ahmad Barout, David Boone, Payam Safavi-Naeini, Efstratios Koutroumpakis, Mehmet Cilingiroglu, Konstantinos Marmagkiolis, Cezar Iliescu, Kaveh Karimzad, Mohammad Madjid, published by Romanian Society of Cardiology
This work is licensed under the Creative Commons Attribution 4.0 License.