Evidence map›Paper›PMID 42547938›Full record

ArticleJournal of viral hepatitis2026

Validation of a Point-Of-Care Ultrasound for Hepatitis Among Front-Line Healthcare Workers Managing Chronic Hepatitis B Virus Infection in Zambia.

Costanza Bertoni, Annie Kanunga, Edford Sinkala, Enock Syabbalo, Helen Chitundu, Alick Chikwezi, Carolyn Chibundi, Guy K Muula, Samuel Bosomprah, Nicolò Capra and 6 more

Abstract readValidation Study
In one paragraph

Article in Journal of viral hepatitis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Costanza BertoniDivision of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy.ORCID https://orcid.org/0009-0000-6703-6276
Annie KanungaCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Edford SinkalaUniversity Teaching Hospital, Lusaka, Zambia.ORCID https://orcid.org/0000-0002-5756-5569
Enock SyabbaloUniversity Teaching Hospital, Lusaka, Zambia.ORCID https://orcid.org/0009-0001-8372-1131
Helen ChitunduUniversity Teaching Hospital, Lusaka, Zambia.
Alick ChikweziUniversity Teaching Hospital, Lusaka, Zambia.
Carolyn ChibundiCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Guy K MuulaCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Samuel BosomprahCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.ORCID https://orcid.org/0000-0002-2826-3887
Nicolò CapraDivision of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy.ORCID https://orcid.org/0000-0003-1974-2015
Riccardo LolattoDivision of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Giulia MorsicaDivision of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Antonella CastagnaDivision of Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Claudia WallrauchLighthouse Clinic Trust, Lilongwe, Malawi.
Tom HellerLighthouse Clinic Trust, Lilongwe, Malawi.ORCID https://orcid.org/0009-0008-4626-0592
Michael J VinikoorCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.ORCID https://orcid.org/0000-0002-3862-7795

Funding

Mechanisms of HBV Functional Cure During Tenofovir-based ART in HIV/HBV CoinfectionR01AI147727 · NIAID · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Michael Jeffrey Vinikoor · 2019 to 2026
$3.9M
HBV-specific T cell immunity in HBV/HIV coinfectionR37AI179640 · NIAID · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI GEORG Michael LAUER, Michael Jeffrey Vinikoor · 2023 to 2026
$2.9M
Spatial omics to understanding HBV control in people with HIV coinfectionR01AI195435 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI Robert E Schwartz, Michael Jeffrey Vinikoor · 2025 to 2026
$1.5M
NIAID NIH HHS R01 AI147727NIAID NIH HHS R01 AI195435NIAID NIH HHS R37 AI179640
6 · The paper itself

Abstract

To close gaps in implementing care of people with hepatitis B virus (HBV) infection in resource-limited settings, we evaluated the accuracy of a novel liver point-of-care ultrasound (POCUS) protocol for hepatitis (PUSH) among front-line non-radiology healthcare workers in Zambia. At University Teaching Hospital in Lusaka, Zambia, from March to June 2024, we trained four nurses and six physicians with experience in HBV management, but not in ultrasound (US), in the PUSH protocol, which includes visualizing the liver in three windows (epigastric, subcostal and right transcostal) to identify cirrhosis-suggestive features and liver lesions suspicious for hepatocellular carcinoma (HCC). Then, consecutive adult participants with chronic hepatitis B (PWHB) alone or HBV/HIV coinfection underwent PUSH with operators blinded to clinical data. We evaluated the accuracy of PUSH for significant fibrosis and cirrhosis using transient elastography (TE) as the reference standard test (RST) and for liver lesions that were possible HCC using a comprehensive abdominal ultrasound by an experienced radiographer as the RST. Nonparametric analysis of the receiver operating curve (ROC) for PUSH was adjusted for operator type (doctor vs. nurse), sex and HIV status. Among 197 PWHBs analysed, 69.5% were taking HBV antivirals and 27.9% had HBV/HIV. According to RSTs, 17.7% of PWHBs had significant fibrosis, 11.6% had cirrhosis and 3.5% had liver lesions. PUSH had low accuracy for significant fibrosis, with sensitivity of 8.3% (17.5-41.4), specificity of 100.0% (96.1-100) and an area under the curve (AUROC) of 0.54 (0.43-0.65), moderate accuracy for cirrhosis, with sensitivity of 60.9% (38.5-80.3), specificity of 97.7% (94.2-99.4) and AUROC of 0.79 (0.69-0.89), and higher accuracy for liver lesions, with 85.7% (42.1-99.6) sensitivity, 98.4% (95.5-99.7) specificity, AUROC of 0.92 (0.78-1.00). After an expedited training, front-line nurses and physicians treating HBV in Zambia were able to use PUSH to diagnose cirrhosis with moderate accuracy and liver lesions with high accuracy, although confidence intervals around performance estimates were wide. Liver POCUS including PUSH may be useful in HBV management when laboratory systems and TE are lacking.

Indexed as

Health PersonnelHepatitis B, ChronicPoint-of-Care SystemsAdultCarcinoma, HepatocellularFemaleHumansLiverLiver CirrhosisLiver NeoplasmsMaleMiddle AgedSensitivity and SpecificityUltrasonographyZambiahepatitis B virushepatocellular carcinomaliver cirrhosispoint‐of‐care ultrasoundresource limited settings

Identifiers

PMID42547938
PMCPMC13433814

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.