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.
Authors
- Lameck Oteko Diero (ORCID: https://orcid.org/0000-0001-9717-3570)
- Brenda Crabtree‐Ramírez (ORCID: https://orcid.org/0000-0002-2587-1123)
- Ephrem Mensah
- Fernanda Maruri (ORCID: https://orcid.org/0000-0001-9533-8239)
- Marie K. Plaisy (ORCID: https://orcid.org/0000-0003-0446-1827)
- D. Michael
- Gilles Wandeler (ORCID: https://orcid.org/0000-0002-5278-8763)
- Mark H. Kuniholm (ORCID: https://orcid.org/0000-0002-0173-9806)
- Helen Byakwaga (ORCID: https://orcid.org/0000-0002-4799-1564)
- Fabienne Shumbusho
- Álvaro López-Íñiguez (ORCID: https://orcid.org/0000-0001-7128-2242)
- Albert Kla Minga (ORCID: https://orcid.org/0000-0003-2357-6902)
- Antoine Jaquet (ORCID: https://orcid.org/0000-0002-3426-9492)
- Tinei Shamu (ORCID: https://orcid.org/0000-0001-8931-4484)
- Dhanushi Rupasinghe (ORCID: https://orcid.org/0000-0002-4014-3570)
- Dung T. H. Nguyen
- Gad Murenzi (ORCID: https://orcid.org/0000-0002-5513-5522)
- 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
Institutions
- Oregon Clinic (US)
- Institut für Soziale Arbeit (DE)
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
- Field-Weighted Citation Impact
- 0.00