Modeling Survival Time to Death Among TB and HIV Co-infected Adult Patients: an Institution-Based Retrospective Cohort Study

被引:7
作者
Lelisho, Mesfin Esayas [1 ]
Teshale, Belete Mulatu [1 ]
Tareke, Seid Ali [1 ]
Hassen, Sali Suleman [1 ]
Andargie, Solomon Abebaw [1 ]
Merera, Amanuel Mengistu [1 ]
Awoke, Sisay [2 ]
机构
[1] Mizan Tepi Univ, Coll Nat & Computat Sci, Dept Stat, Tepi, Ethiopia
[2] Addis Ababa Univ, Coll Nat & Computat Sci, Dept Stat, Addis Ababa, Ethiopia
关键词
TB; HIV; Death; Co-infection; Survival analysis; TUBERCULOSIS PATIENTS; CLINICAL-MANIFESTATIONS; TB/HIV COINFECTION; MORTALITY; CARE; PREVALENCE; PREDICTORS; DIAGNOSIS; ETHIOPIA; TRENDS;
D O I
10.1007/s40615-022-01348-w
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background Tuberculosis is a serious health threat, particularly for people living with human immunodeficiency virus (HIV), and HIV-positive people are more likely than others to contract the disease. Globally, tuberculosis (TB) is one of the leading causes of death among people living with HIV. The purpose of the current study was to identify factors associated with survival rates of TB/HIV co-infected patients using survival models. Methods A retrospective study was conducted on TB/HIV co-infected adult patients registered and under follow-up at Tepi General Hospital (TGH) and Mizan-Tepi University Teaching Hospital (MTUTH), southwest Ethiopia. All TB/HIV co-infection patients who were registered and under follow-up from 1st January 2015 through 1st January 2020 were considered. The global Schoenfeld test was used to test the proportional hazard (PH) assumption. Various accelerated failure time (AFT) models were compared to determine the best model for the time to death of TB/HIV co-infected patients' data set. Among the most commonly used accelerated failure time models (AFT models), the study used exponential, Weibull, log-logistic, and log-lognormal AFT models. AIC and BIC were used to compare the performance of fitted models. The data were analyzed with the statistical software R. Results Of 363 TB/HIV co-infected patients followed for 60 months, 79 (21.8%) died, while the remaining 284 (78.2%) were censored. The overall median survival time was 15.6 months. The proportional hazard assumption was checked and it was violated. In comparison to other models, the lognormal AFT model performed better. The results of the multivariable lognormal AFT model showed that age, residence, substance use, educational status, clinical stages of the disease, cluster of differentiation 4 (CD4 count/mm(3)), functional status, cotrimoxazole prophylactic therapy use (CPT use), and INH were all found to be significant factors, while gender, illness other than TB, and disclosure of status were insignificant variables at 5% level of significance. Conclusion Current study results revealed that older age, substance use, advanced WHO clinical stages of the disease (stage IV), bedridden functional status, and CD4 less than 200 count/mm(3) were significantly associated with shorter survival time to death of HIV/TB co-infected patients while havingadvanced educational status, being from urban residence, CPT use, and INH significantly increase the survivaltime to death of TB/HIV co-infected patients. Patients with TB/HIV co-infection should be given special attention based on these important factors to improve their health and prolong their lives.
引用
收藏
页码:1616 / 1628
页数:13
相关论文
共 60 条
  • [1] Use of Schoenfeld's global test to test the proportional hazards assumption in the Cox proportional hazards model: an application to a clinical study
    Abeysekera, W. W. M.
    Sooriyarachchi, M. R.
    [J]. JOURNAL OF THE NATIONAL SCIENCE FOUNDATION OF SRI LANKA, 2009, 37 (01): : 41 - 51
  • [2] Factors Associated with Death during Tuberculosis Treatment of Patients Co-Infected with HIV at the Yaounde Central Hospital, Cameroon: An 8-Year Hospital-Based Retrospective Cohort Study (2006-2013)
    Agbor, Ako A.
    Bigna, Jean Joel R.
    Billong, Serges Clotaire
    Tejiokem, Mathurin Cyrille
    Ekali, Gabriel L.
    Plottel, Claudia S.
    Noubiap, Jean Jacques N.
    Abessolo, Hortence
    Toby, Roselyne
    Koulla-Shiro, Sinata
    [J]. PLOS ONE, 2014, 9 (12):
  • [3] Incidence and predictors of tuberculosis among adult people living with human immunodeficiency virus at the University of Gondar Referral Hospital, Northwest Ethiopia
    Alene, Kefyalew Addis
    Nega, Ansha
    Taye, Belaynew Wasie
    [J]. BMC INFECTIOUS DISEASES, 2013, 13
  • [4] Treatment of medical, psychiatric, and substance-use comorbidities in people infected with HIV who use drugs
    Altice, Frederick L.
    Kamarulzaman, Adeeba
    Soriano, Vincent V.
    Schechter, Mauro
    Friedland, Gerald H.
    [J]. LANCET, 2010, 376 (9738) : 367 - 387
  • [5] [Anonymous], 2011, GLOBAL TUBERCULOSIS
  • [6] [Anonymous], 2009, GLOBAL TUBERCULOSIS
  • [7] Survival rate and mortality risk factors among TB-HIV co-infected patients at an HIV-specialist hospital in Myanmar: A 12-year retrospective follow-up study
    Aung, Zaw Zaw
    Saw, Yu Mon
    Saw, Thu Nandar
    Oo, Nwe
    Aye, Hnin Nwe Ni
    Aung, Sithu
    Oo, Htun Nyunt
    Cho, Su Myat
    Khaing, Moe
    Kariya, Tetsuyoshi
    Yamamoto, Eiko
    Hamajima, Nobuyuki
    [J]. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2019, 80 : 10 - 15
  • [8] Statistical Analysis on Determinant Factors Associated with Time to Death of HIV/TB Co-Infected Patients Under HAART at Debre Tabor Referral Hospital: An Application of Accelerated Failure Time-Shared Frailty Models
    Birhan, Hailegebrael
    Derebe, Kenaw
    Muche, Setegn
    Melese, Bezanesh
    [J]. HIV AIDS-RESEARCH AND PALLIATIVE CARE, 2021, 13 : 775 - 787
  • [9] Causes of Death in HIV-infected Persons Who Have Tuberculosis, Thailand
    Cain, Kevin P.
    Anekthananon, Thanomsak
    Burapat, Channawong
    Akksilp, Sornsalk
    Mankhatitham, Wiroj
    Srinalk, Chawin
    Nateniyom, Sriprapa
    Sattayawuthipong, Wanchai
    Tasaneeyapan, Theerawit
    Varma, Jay K.
    [J]. EMERGING INFECTIOUS DISEASES, 2009, 15 (02) : 258 - 264
  • [10] Català L, 2011, INT J TUBERC LUNG D, V15, P263