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Record W3021424446 · doi:10.1016/j.cgh.2020.04.045

Hepatitis B Core-Related Antigen to Indicate High Viral Load: Systematic Review and Meta-Analysis of 10,397 Individual Participants

2020· review· en· W3021424446 on OpenAlexaff
Kyoko Yoshida, Alice Desbiolles, Sarah Feldman, Sang Hoon Ahn, Enagnon Kazali Alidjinou, Masanori Atsukawa, Laurence Bocket, Maurizia Rossana Brunetto, Marı́a Buti, Ivana Carey, Gian Paolo Caviglia, En‐Qiang Chen, Markus Cornberg, Masaru Enomoto, Masao Honda, Christoph Höner zu Siederdissen, Masatoshi Ishigami, Harry L.A. Janssen, Benjamin Maasoumy, Takeshi Matsui, Akihiro Matsumoto, Shuhei Nishiguchi, Mar Riveiro‐Barciela, Akinobu Takaki, Pisit Tangkijvanich, Hidenori Toyoda, Margo J. H. van Campenhout, Bo Wang, Lai Wei, Hwai‐I Yang, Yoshihiko Yano, Hiroshi Yatsuhashi, Man‐Fung Yuen, Eiji Tanaka, Maud Lemoine, Yasuhito Tanaka, Yusuke Shimakawa

Bibliographic record

VenueClinical Gastroenterology and Hepatology · 2020
Typereview
Languageen
FieldMedicine
TopicHepatitis B Virus Studies
Canadian institutionsToronto General HospitalUniversity of Toronto
FundersJanssen BiotechSiemensMSD FranceFalk FoundationBoehringer Ingelheim FranceBiogenCilagAstellas PharmaMerckMedImmuneRocheAbbVieGilead Sciences
KeywordsMedicineHepatitis B virusViral loadReceiver operating characteristicInternal medicineMeta-analysisHepatitis BViremiaMEDLINEAlgorithmVirologyHuman immunodeficiency virus (HIV)Virus

Abstract

fetched live from OpenAlex

BACKGROUND & AIMS: To eliminate hepatitis B virus (HBV) infection, scale-up of testing and treatment in resource-limited countries is crucial. However, access to nucleic acid testing to quantify HBV DNA, an essential test to examine treatment eligibility, remains severely limited. We assessed the performance of a novel immunoassay, HBV core-related antigen (HBcrAg), as a low-cost (less than US $15/assay) alternative to nucleic acid testing to indicate clinically important high viremia in chronic HBV patients infected with different genotypes. METHODS: We searched Medline, Embase, Scopus, and Web of Science databases through June 27, 2018. Three reviewers independently selected studies measuring HBV DNA and HBcrAg in the same blood samples. We contacted authors to provide individual participant data (IPD). We randomly allocated each IPD to a derivation or validation cohort. We applied optimal HBcrAg cut-off values derived from the derivation set to the validation set to estimate sensitivity/specificity. RESULTS: Of 74 eligible studies, IPD were obtained successfully for 60 studies (81%). Meta-analysis included 5591 IPD without antiviral therapy and 4806 treated with antivirals. In untreated patients, the pooled area under the receiver operating characteristic curve and optimal cut-off values were as follows: 0.88 (95% CI, 0.83-0.94) and 3.6 log U/mL to diagnose HBV DNA level of 2000 IU/mL or greater; and 0.96 (95% CI, 0.94-0.98) and 5.3 log U/mL for 200,000 IU/mL or greater, respectively. In the validation set, the sensitivity and specificity were 85.2% and 84.7% to diagnose HBV DNA level of 2000 IU/mL or greater, and 91.8% and 90.5% for 200,000 IU/mL or greater, respectively. The performance did not vary by HBV genotypes. In patients treated with anti-HBV therapy the correlation between HBcrAg and HBV DNA was poor. CONCLUSIONS: HBcrAg might be a useful serologic marker to indicate clinically important high viremia in treatment-naïve, HBV-infected patients.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.014
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.015
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0140.027
Bibliometrics0.0030.004
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0020.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.235
GPT teacher head0.440
Teacher spread0.205 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations63
Published2020
Admission routes1
Has abstractno

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