Immune Reconstitution Inflammation Syndrome Incidence, Demographic Indicators, Survival-Time to and Prediction of Adverse Pregnancy Outcomes: A Kaplan Meier and Cox-Regression Analysis
MUTHUKA, J. K.; Manyara, L. K.; Linus, A. M.; Oluoch, J. K.; Chebungei, L. C.; Nabaweesi, R. N.
Show abstract
Background and aimThere are persistent concerns regarding the potential adverse effects of in utero ART exposure. Whereas the association between untreated, advanced HIV disease and adverse pregnancy (APOs) outcomes is well documented, non or few have focused on APOs subject to immune reconstitution inflammatory syndrome (IRIS) as a predictor, devoid of differential aspect of either paradoxical or unmasking IRIS. The current study sought to investigate the incidence and demographic indicators of IRIS, IRIS type, survival-time to, and its prediction of APOs. MethodsAn active records study was conducted between June 2019 and March 2020 among ART-naive pregnant women attending the antenatal care units (ANCu) at the Kenyatta National and Mbagathi Hospitals, Nairobi, Kenya. Participants were aged between 20 and 49 years and had a confirmed HIV-positive test. IRIS diagnosis was adjudicated for accuracy and consistency by an independent review committee. Baseline demographic characteristics including: age, education level, religion, marital status, residence, occupation and economic status were recorded. IRIS incidence was assessed using the International Network for Studies Against HIV-Associated IRIS (INSHI) during the first three months after ART initiation. Bivariate analysis via Pearsons test for demographics relative to IRIS type was performed. The association and its strength between the IRIS type and APOs were further established through Pearson Chi-Square test and Phi and Cramers V tests respectively. Kaplan Meier analysis test estimated the survival time to APOs using log rank test statistic. Multivariate Cox-regression analysis for Pre-ART demographics on IRIS type incidence was performed using survival package in SPSS. Decision tree analysis for predictive modelling on APOs relative to demographics was conducted. ResultsThe incidence of IRIS was 25% (n=133) among the 532 ART-naive pregnant women with 97 (72.9%) presenting with unmasking IRIS, significantly associated with APOs [{chi} (1) = 4.911a, P = 0 .027]. Maternal age, between 40-49 years had a positive co-efficient with unmasking IRIS [({beta})=0.329, Wald test ({beta}^) = 1.011, (HR = 1.389, 95% C.I 0.732 - 2.638, P = 0.325]. The cumulative survival function evaluating all the demographic characteristics (as covariates) indicated that, over 80% of the ART naive pregnant women survived IRIS diagnosis for six weeks, while half of them had been diagnosed with it at approximately two months. Kaplan-Meier survival function showed that, women diagnosed with unmasking IRIS compared to those diagnosed with paradoxical IRIS survived longer before experiencing an APO ({chi}2 = 5.292, Log Rank test = 0.021), cumulative hazard, [HR = 0.18 and 0.4] respectively. Decision tree analysis demonstrated that, women aged 30-39 had most of APOs (P = 0.688). ConclusionUnmasking IRIS was the most common, associated highly with APOs that were experienced much later compared to those predicted by paradoxical IRIS with older age being a plausible predictor. The survival time to experiencing an APO was longer for women presenting with unmasking IRIS as opposed to paradoxical IRIS, supporting the need to conduct further research on possible APOs due to paradoxical IRIS.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Prevalence and Factors Associated with Moderate-to-Severe Anaemia Among Virally Suppressed People with HIV at a Tertiary Hospital in Zambia 97%
- Viral suppression among patients in HIV/AIDS care at healthcare facilities in Ethiopia: Same-day antiretroviral initiation 97%
- Incidence and Predictors of Antiretroviral Treatment Failure among Children in Public Health Facilities of Kolfe Keranyo Sub-City, Addis Ababa, Ethiopia: Institution-based retrospective cohort study 97%
Similar papers in this journal
- Accuracy of self-reported HIV testing history and awareness of HIV-positive status among people living with HIV in four Sub-Saharan African countries 93%
- Monitoring socioeconomic inequalities across HIV knowledge, attitudes, behaviours and prevention: results from cross-sectional surveys in 18 sub-Saharan African countries 93%
- Adipocyte differentiation of 3T3-L1 cells under TAF, TDF and INSTIs selective challenge: an in vitro model. 92%
Similar papers in this journal
- Cervical Cancer Screening Outcomes for HIV-positive Women in the Lubombo and Manzini regions of Eswatini – Prevalence and Predictors of a Positive Visual Inspection with Acetic Acid (VIA) Screen 96%
- Factors influencing the use of multiple HIV prevention services among Transport workers in a City in Southwestern Uganda 95%
- Predictors of voluntary uptake of modern contraceptive methods in rural Sindh, Pakistan 95%
Similar papers in this journal
- HIV Status And Its Associated Factors Of Children Born To HIV Positive Mother On Art At Gambella Public Hospitals, South West Ethiopia, 2024. 96%
- HIV service interruptions during the COVID-19 pandemic in China: the role of HIV service challenges and institutional response from healthcare professional’s perspective 94%
- “I had made the decision, and no one was going to stop me” —Facilitators of PrEP adherence during pregnancy and postpartum in Cape Town, South Africa 94%
Similar papers in this journal
- Predictors and consequences of HIV status disclosure to adolescents living with HIV in Eastern Cape, South Africa 95%
- Prevalence of Nonsuppressed Viral Load and Associated Factors Among Adults Receiving Antiretroviral Therapy in Eswatini, Lesotho, Malawi, Zambia, and Zimbabwe (2015-2017): Results from Population-Based Nationally-Representative Surveys 95%
- Preferences and Acceptability for Long-Acting PrEP Agents Among Pregnant and Postpartum Women with Experience Using Daily Oral PrEP in South Africa and Kenya 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.