Evidence map›Paper›PMID 42322610›Full record

ArticleCell reports2026

Comprehensive mapping of the virus and host factors that guide the paths of HIV-1 escape from a therapeutic.

Aaron N Gillman, Cassian M Birler, Rohith Rao Vujjini, Mohammad Fili, Samuel A McCarthy-Potter, Wilson Chen, Madeline M Broghammer, Guiping Hu, Margaret J Gartland, Manyu Prakash and 3 more

Abstract read
In one paragraph

Article in Cell reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Aaron N GillmanDepartment of Microbiology and Immunology, The University of Iowa, Iowa City, IA, USA.
Cassian M BirlerDepartment of Microbiology and Immunology, The University of Iowa, Iowa City, IA, USA.
Rohith Rao VujjiniDepartment of Microbiology and Immunology, The University of Iowa, Iowa City, IA, USA.
Mohammad FiliDepartment of Systems Engineering and Operations Research, George Mason University, Fairfax, VA, USA.
Samuel A McCarthy-PotterDepartment of Microbiology and Immunology, The University of Iowa, Iowa City, IA, USA.
Wilson ChenViiV Healthcare, Durham, NC, USA.
Madeline M BroghammerDepartment of Microbiology and Immunology, The University of Iowa, Iowa City, IA, USA.
Guiping HuDepartment of Systems Engineering and Operations Research, George Mason University, Fairfax, VA, USA.
Margaret J GartlandViiV Healthcare, Durham, NC, USA.
Manyu PrakashViiV Healthcare, Brentford, UK.
Annika HelversonDepartment of Biostatistics, School of Public Health, The University of Iowa, Iowa City, IA, USA.
Grant G BrownDepartment of Biostatistics, School of Public Health, The University of Iowa, Iowa City, IA, USA.
Hillel HaimDepartment of Microbiology and Immunology, The University of Iowa, Iowa City, IA, USA. Electronic address: hillel-haim@uiowa.edu.

Funding

Predicting HIV-1 escape from therapeutics in vitro and in vivo - toward personalizing medicine for people living with HIVR01AI170205 · NIAID · UNIVERSITY OF IOWA · PI Hillel Haim · 2023 to 2026
$2.3M
NIAID NIH HHS R01 AI170205
6 · The paper itself

Abstract

HIV-1 resistance to therapeutics can emerge through diverse mutational routes, yet the determinants guiding pathway selection in vivo remain unclear. Through comprehensive screening, we identify 18 mutations in the HIV-1 Env protein that enhance resistance to the FDA-approved small-molecule therapeutic temsavir. We then examine their occurrence in HIV-infected individuals who developed resistance on therapy. Interestingly, only a subset of the resistance-enhancing mutations emerged in vivo. On-treatment mutation frequencies correlate with their emergence rates in temsavir-untreated individuals and are governed by two parameters: (1) probability of mutation appearance, determined by the number and type of nucleotide changes required, and (2) probability of mutation persistence, determined by Env functional and immune fitness. Notably, non-neutralizing antibodies commonly elicited in HIV-infected individuals restrict emergence of multiple resistant forms, driving convergence to a narrow set of escape routes. These findings establish a quantitative framework for predicting therapeutic resistance and reveal how host immunity constrains viral evolution during treatment.

Indexed as

Anti-HIV AgentsDrug Resistance, ViralHIV-1HIV Infectionsenv Gene Products, Human Immunodeficiency VirusHumansMutationAnti-HIV Agentsenv Gene Products, Human Immunodeficiency Virusantiviral therapeuticsBMS-626529CP: MicrobiologyCP: Molecular biologyenvelope glycoproteinsfostemsavirHIV-1selection pressuresvirus escapevirus evolutionvirus fitness

Identifiers

PMID42322610
PMCPMC13564207

What OpenQuestion holds

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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.