Diagnostic value of serological scores for the detection of liver steatosis in people living with HIV in low- and middle-income countries.

Background The accuracy of Fatty Liver Index (FLI) and Hepatic Steatosis Index (HSI) to predict liver steatosis in people living with HIV (PLWH) remains poorly studied in low- and middle-income countries (LMICs). We assessed their diagnostic performances in a multiregional cohort.Methods This cross-sectional analysis included PLWH aged ≥40 years on antiretroviral therapy for ≥6 months at enrolment (2020-2023) in the Sentinel Research Network (SRN) of IeDEA consortium, across 12 HIV clinics in Asia-Pacific, Americas, and central, East, southern and West Africa regions. Liver steatosis was defined based on Controlled Attenuation Parameter (CAP) ≥248 dB/m using vibration-controlled transient elastography. HSI was evaluated in the overall population, while FLI was assessed and compared to HSI in a subset of participants with available data. Model discrimination was assessed using area under the receiver operating characteristic curve (AUROC) and model calibration with calibration plots. A decision curve analysis was performed to compare their clinical utility.Results Among 2,195 PLWH assessed using CAP, 624 (28.4%) presented with liver steatosis. HSI showed acceptable discriminative ability (AUROC = 0.74) but poor calibration, generally overestimating the risk, except in Asia-Pacific region. FLI performed better than HSI (AUROC = 0.80, p < 0.001), and demonstrated good calibration except in sub-Saharan Africa. Both scores showed high clinical utility, with FLI demonstrating a greater net benefit when compared with HSI.Conclusion FLI demonstrated higher accuracy and clinical utility within a subgroup of regions. However, the limited performance of FLI and HSI in sub-Saharan populations highlights the need to adapt existing tools or develop new predictive models tailored to regional contexts.

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Publication Details

Journal
Open Access CRIS of the University of Bern
Published
2026-05-01
DOI
https://doi.org/10.48620/93616
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
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article

Diagnostic value of serological scores for the detection of liver steatosis in people living with HIV in low- and middle-income countries.

Lameck Oteko Diero, Brenda Crabtree‐Ramírez, Ephrem Mensah, Fernanda Maruri et al.
Open Access CRIS of the University of Bern
Liver Disease Diagnosis and Treatment
article

Diagnostic value of serological scores for the detection of liver steatosis in people living with HIV in low- and middle-income countries.

Lameck Oteko Diero, Brenda Crabtree‐Ramírez, Ephrem Mensah, Fernanda Maruri, Marie K. Plaisy, D. Michael, Gilles Wandeler, Mark H. Kuniholm, Helen Byakwaga, Fabienne Shumbusho, Álvaro López-Íñiguez, Albert Kla Minga, Antoine Jaquet, Tinei Shamu, Dhanushi Rupasinghe, Dung T. H. Nguyen, Gad Murenzi, Fiona Mureithi, Jean Paul Mivumbi, Rohidas T. Borse, Niha Samala, Carlotta Mondoka, Ephrem Mensah, Hugo Perazzo, Rodrigo Moreira, Albert Minga, Jeremy Ross, Marie K Plaisy
article en

Abstract

Background The accuracy of Fatty Liver Index (FLI) and Hepatic Steatosis Index (HSI) to predict liver steatosis in people living with HIV (PLWH) remains poorly studied in low- and middle-income countries (LMICs). We assessed their diagnostic performances in a multiregional cohort.Methods This cross-sectional analysis included PLWH aged ≥40 years on antiretroviral therapy for ≥6 months at enrolment (2020-2023) in the Sentinel Research Network (SRN) of IeDEA consortium, across 12 HIV clinics in Asia-Pacific, Americas, and central, East, southern and West Africa regions. Liver steatosis was defined based on Controlled Attenuation Parameter (CAP) ≥248 dB/m using vibration-controlled transient elastography. HSI was evaluated in the overall population, while FLI was assessed and compared to HSI in a subset of participants with available data. Model discrimination was assessed using area under the receiver operating characteristic curve (AUROC) and model calibration with calibration plots. A decision curve analysis was performed to compare their clinical utility.Results Among 2,195 PLWH assessed using CAP, 624 (28.4%) presented with liver steatosis. HSI showed acceptable discriminative ability (AUROC = 0.74) but poor calibration, generally overestimating the risk, except in Asia-Pacific region. FLI performed better than HSI (AUROC = 0.80, p < 0.001), and demonstrated good calibration except in sub-Saharan Africa. Both scores showed high clinical utility, with FLI demonstrating a greater net benefit when compared with HSI.Conclusion FLI demonstrated higher accuracy and clinical utility within a subgroup of regions. However, the limited performance of FLI and HSI in sub-Saharan populations highlights the need to adapt existing tools or develop new predictive models tailored to regional contexts.

Open Access CRIS of the University of Bern
Oregon Clinic (US), Institut für Soziale Arbeit (DE)
Openalex Percentile: Top 97%
Liver Disease Diagnosis and Treatment
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