A Survival Analysis with Cox Regression Interaction Model of Type II Diabetes Mellitus in Indonesian

Authors

  • Simeftiany Indrilemta Lomo Faculty of Pharmacy, Ahmad Dahlan University
  • Sugiyarto Sugiyarto Faculty of Applied Science and Technology, Ahmad Dahlan University
  • Endang Darmawan Faculty of Pharmacy, Ahmad Dahlan University

DOI:

https://doi.org/10.33533/jpm.v15i1.2942

Keywords:

Mortality, Risk factors, Survival analysis, Type II diabetes mellitus

Abstract

Type II diabetes mellitus is a metabolic syndrome characterized by hyperglycemia. Diabetes is still one of the world's health threats where the number of people with disabilities and mortality rates continue to increase over time. This study aims to analyze the survival of patients with type II diabetes mellitus as well as factors that affect it using survival analysis.  This study used medical record data of type II diabetes mellitus patients undergoing treatment for the period 2015-2019 at PKU Muhammadiyah Gamping Hospital and PKU Muhammadiyah Hospital Yogyakarta.

References

Guangcui Xu YZ. Type 2 Diabetes Mellitus- Disease, Diagnosis and Treatment. Journal of Diabetes & Metabolism. 2015;06(05).

Skyler JS, Bakris GL, Bonifacio E, Darsow T, Eckel RH, Groop L, dkk. Differentiation of diabetes by pathophysiology, natural history, and prognosis. Diabetes. 2017;66(2):241–55.

Kemenkes RI. Laporan Hasil Riset Kesehatan Dasar (Riskesdas) Indonesia tahun 2018. Riset Kesehatan Dasar 2018. 2018. hlm. 182–3.

World Health Organization. Global Report on Diabetes. World Health Organization. 2016;978:6–86.

Ogurtsova K, da Rocha Fernandes JD, Huang Y, Linnenkamp U, Guariguata L, Cho NH, dkk. IDF Diabetes Atlas: Global estimates for the prevalence of diabetes for 2015 and 2040. Diabetes Research and Clinical Practice. 2017;128(July 2018):40–50.

Barkoudah E, Skali H, Uno H, Solomon SD, Pfeffer MA. Mortality Rates in Trials of Subjects With Type 2 Diabetes. Journal of the American Heart Association. 2012;1(1):1–8.

Pambudi AS, Pramana S. Survival Analysis of Patient Diabetes Mellitus Type II with Complication (Study Case of Medical Record from 2012 to 2015 in General Hospital of Dr. Moewardi Surakarta). Advanced Science Letters. 2018;24(9):6882–5.

Bramlage P, Lanzinger S, Van Mark G, Hess E, Fahrner S, Heyer CHJ, dkk. Patient and disease characteristics of type-2 diabetes patients with or without chronic kidney disease: An analysis of the German DPV and DIVE databases. Cardiovascular Diabetology. 2019;18(1):1–12.

Gimeno-Orna JA, Blasco-Lamarca Y, Campos-Gutierrez B, Molinero-Herguedas E, Lou-Arnal LM, García-García B. Risk of mortality associated to chronic kidney disease in patients with type 2 diabetes mellitus: A 13-year follow-up. Nefrologia. 2015;35(5):487–92.

De Cosmo S, Viazzi F, Pacilli A, Giorda C, Ceriello A, Gentile S, dkk. Predictors of chronic kidney disease in type 2 diabetes. Medicine. 2016;95(27):e4007.

Schmidt AM. Diabetes Mellitus and Cardiovascular Disease. Arteriosclerosis, thrombosis, and vascular biology. 2019;39(4):558–68.

Bashier A, Bin Hussain A, Abdelgadir E, Alawadi F, Sabbour H, Chilton R. Consensus recommendations for management of patients with type 2 diabetes mellitus and cardiovascular diseases. Diabetology and Metabolic Syndrome. 2019;11(1):1–28.

Zareini B, Blanche P, D’Souza M, Elmegaard Malik M, Nørgaard CH, Selmer C, dkk. Type 2 Diabetes Mellitus and Impact of Heart Failure on Prognosis Compared to Other Cardiovascular Diseases: A Nationwide Study. Circulation: Cardiovascular Quality and Outcomes. 2020;13(7):386–94.

Mueller T, Hinterreiter F, Luft C, Poelz W, Haltmayer M, Dieplinger B. Mortality rates and mortality predictors in patients with symptomatic peripheral artery disease stratified according to age and diabetes. Journal of Vascular Surgery. 2014;59(5):1291–9.

Höbaus C, Herz CT, Wrba T, Koppensteiner R, Schernthaner GH. Peripheral arterial disease and type 2 diabetes: Older patients still exhibit a survival benefit from glucose control. Diabetes and Vascular Disease Research. 2020;17(2).

Ajagbe OB, Kabair Z, O’Connor T. Survival analysis of adult tuberculosis disease. PLoS ONE. 2014;9(11).

Brookman-Frazee L, Zhan C, Stadnick N, Sommerfeld D, Roesch S, Aarons GA, dkk. Using survival analysis to understand patterns of sustainment within a system-driven implementation of multiple evidence-based practices for children’s mental health services. Frontiers in Public Health. 2018;6(MAR):1–12.

Nadjib Bustan M, Arman, Aidid MK, Gobel FA, Syamsidar. Cox Proportional Hazard Survival Analysis to Inpatient Breast Cancer Cases. Journal of Physics: Conference Series. 2018;1028(1).

Kleinbaum, David G. Klein M. Survival Analysis. A self-A self-Learning text. 2012. 711 hlm.

Sanusi W, Alimuddin, Sukmawati. Model Regresi Cox dan Aplikasinya dalam Menganalisis Ketahanan Hidup Pasien Penderita Diabetes Mellitus di Rumah Sakit Bhayangkara Makassar. Journal of Mathematics, Computations, and Statistics. 2018;1(1):62–77.

Shaik AB, Thasleema SC, Nakkala R, Venkataramanaiah M. A Study on Type 2 Diabetes Mellitus Patients Using Regression Model and Survival Analysis Techniques. 2018;6(1):514–22.

DEWI IAPR, SUCIPTAWATI NLP, TASTRAWATI NKT. Aplikasi Regresi Cox Proportional Hazard Pada Sintasan Pasien Diabetes Melitus. E-Jurnal Matematika. 2018;7(3):278.

Irawan D. Prevalensi dan Faktor Risiko Kejadian Diabetes Melitus Tipe 2 di Daerah Urban Indonesia. Universitas Indonesia. 2010;1–121.

Putri AA, Astutik S. Survival Analysis On The Rate Of Diabetes Mellitus Patient Recovery With Bayesian Methode. 2017;8(1):268–72.

Mildawati, Diani N, Wahid A. Hubungan Usia, Jenis Kelamin dan Lama Menderita Diabetes dengan Kejadian Neuropati Perifer Diabateik. Caring Nursing Journal. 2019;3(2):31–7.

Derebew B. SURVIVAL ANALYSISOF RECURRENT EVENTS: AN APPLICATION TO DIABETES MELLITUS PATIENTS IN THE CASE OF MENELLIK II REFERRAL HOSPITAL. ADDIS ABABA UNIVERSITY; 2016.

Kementrian Kesehatan Republik Indonesia. Pedoman Pelayanan Kefarmasian Pada Diabetes Melitus. Jakarta: Kementerian Kesehatan Republik Indonesia. Direktorat Jendera Kefarmasian dan Alat Kesehatanl; 2019.

Anggraeni LIA. Hazard Pada Penderita Diabetes Melitus Tipe Ii Comparison Analysis Using Weibull Regression and Cox Proportional Hazard Regression of Patients Diabetes Melitus Type Ii in Rsud Ngudi Waluyo Wlingi on 2013. 2015;

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Published

2021-06-23

How to Cite

Lomo, S. I., Sugiyarto, S., & Darmawan, E. (2021). A Survival Analysis with Cox Regression Interaction Model of Type II Diabetes Mellitus in Indonesian. Jurnal Profesi Medika : Jurnal Kedokteran Dan Kesehatan, 15(1). https://doi.org/10.33533/jpm.v15i1.2942

Issue

Vol. 15 No. 1 (2021): Jurnal Profesi Medika : Jurnal Kedokteran dan Kesehatan

Section

Article

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