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Construction and validation of a prognostic nomogram for predicting the survival of HIV/AIDS adults who received antiretroviral therapy: a cohort between 2003 and 2019 in Nanjing.

Authors :
Jiang, Fangfang
Xu, Yuanyuan
Liu, Li
Wang, Kai
Wang, Lu
Fu, Gengfeng
Wang, Liping
Li, Zhongjie
Xu, Junjie
Xing, Hui
Wang, Ning
Zhu, Zhengping
Peng, Zhihang
Source :
BMC Public Health. 1/6/2022, Vol. 22 Issue 1, p1-12. 12p. 2 Diagrams, 3 Charts, 5 Graphs.
Publication Year :
2022

Abstract

<bold>Background: </bold>Great achievements have been achieved by free antiretroviral therapy (ART). A rapid and accurate prediction of survival in people living with HIV/AIDS (PLHIV) is needed for effective management. We aimed to establish an effective prognostic model to forecast the survival of PLHIV after ART.<bold>Methods: </bold>The participants were enrolled from a follow-up cohort over 2003-2019 in Nanjing AIDS Prevention and Control Information System. A nested case-control study was employed with HIV-related death, and a propensity-score matching (PSM) approach was applied in a ratio of 1:4 to allocate the patients. Univariable and multivariable Cox proportional hazards analyses were performed based on the training set to determine the risk factors. The discrimination was qualified using the area under the curve (AUC) and concordance index (C-Index). The nomogram was calibrated using the calibration curve. The clinical benefit of prognostic nomogram was assessed by decision curve analysis (DCA).<bold>Results: </bold>Predictive factors including CD4 cell count (CD4), body mass index (BMI) and hemoglobin (HB) were determined and incorporated into the nomogram. In the training set, AUC and C-index (95% CI) were 0.831 and 0.798 (0.758, 0.839), respectively. The validation set revealed a good discrimination with an AUC of 0.802 and a C-index (95% CI) of 0.786 (0.681, 0.892). The calibration curve also exhibited a high consistency in the predictive power (especially in the first 3 years after ART initiation) of the nomogram. Moreover, DCA demonstrated that the nomogram was clinically beneficial.<bold>Conclusion: </bold>The nomogram is effective and accurate in forecasting the survival of PLHIV, and beneficial for medical workers in health administration. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14712458
Volume :
22
Issue :
1
Database :
Academic Search Index
Journal :
BMC Public Health
Publication Type :
Academic Journal
Accession number :
154533370
Full Text :
https://doi.org/10.1186/s12889-021-12249-8