Evidence map›Paper›PMID 42327147›Full record

ArticlebioRxiv : the preprint server for biology2026

Viral load-driven systemic immune exhaustion is an enabler of antibody breadth in HIV infection.

Izumi de Los Rios Kobara, Uma M Mangalanathan, Soneida Deline-Caballero, Kassandra Pinedo, Mikayla Stabile, Camilo Espinosa Bernal, Hannah L Itell, Vrasha Chohan, R Scott McClelland, Kishorchandra Mandaliya and 2 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

12 authors.

Izumi de Los Rios KobaraDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.ORCID 0000-0002-6479-110X
Uma M MangalanathanDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.ORCID 0000-0003-0126-5660
Soneida Deline-CaballeroDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.ORCID 0000-0001-8026-7036
Kassandra PinedoDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.ORCID 0009-0008-5356-6813
Mikayla StabileDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.
Camilo Espinosa BernalDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.ORCID 0000-0003-1630-1564
Hannah L ItellDivision of Human Biology, Fred Hutchinson Cancer Center; Seattle, WA. USA.ORCID 0000-0001-8296-8645
Vrasha ChohanDivision of Human Biology, Fred Hutchinson Cancer Center; Seattle, WA. USA.
R Scott McClellandDepartment of Medicine, University of Washington; Seattle, WA, USA.ORCID 0000-0003-2574-4201
Kishorchandra MandaliyaCoast Provincial General Hospital, Women's Health Project; Mombasa, Kenya.ORCID 0000-0003-4905-1311
Julie OverbaughDivision of Human Biology, Fred Hutchinson Cancer Center; Seattle, WA. USA.ORCID 0000-0002-0239-9444
Catherine A BlishDepartment of Medicine, Stanford University School of Medicine; Stanford, CA, USA.ORCID 0000-0001-6946-7627

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A broadly neutralizing response to a human immunodeficiency virus (HIV) vaccine is a major goal of the field, yet the determinants of antibody breadth remain poorly defined. Antibody responses to HIV evolve over years of infection, developing unusual features such as high mutation rates in the subset of individuals that acquire breadth. Using single-cell RNA sequencing, single-cell proteomics, and plasma neutralization assays in a longitudinal Kenyan cohort of treatment-naive women living with HIV, we identify systems-level immune correlates of antibody breadth. Broad and narrow neutralizers diverge

Identifiers

PMID42327147
PMCPMC13278038

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.