Evidence map›Paper›PMID 41686912›Full record

ArticleScience immunology2026

Env-antibody coevolution identifies B cell priming as the principal bottleneck to HIV V2 apex broadly neutralizing antibody development.

Rumi Habib, Ryan S Roark, Hui Li, Andrew Jesse Connell, Michael P Hogarty, Kshitij Wagh, Shuyi Wang, Lorie Marchitto, Ashwin N Skelly, John W Carey and 41 more

Abstract read
In one paragraph

Article in Science immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Deletions in variable region 1 of the HIV envelope accelerate V3-glycan bNAb induction in SHIV-infected rhesus macaques.Proceedings of the National Academy of Sciences of the United States of America · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

51 authors.

Rumi HabibDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-2812-8263
Ryan S RoarkAaron Diamond AIDS Research Center, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA.ORCID 0000-0003-0586-103X
Hui LiDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0001-7231-8219
Andrew Jesse ConnellDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-9393-3074
Michael P HogartyDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-3513-0222
Kshitij WaghDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.
Shuyi WangDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0005-8791-0318
Lorie MarchittoDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Ashwin N SkellyDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-1565-3376
John W CareyDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0007-9261-3830
Kirsten J SowersDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0005-7602-9461
Kasirajan AyyanathanDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0003-1643-4009
Samantha J PlanteDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0001-4667-8031
Frederic Bibollet-RucheDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0003-7518-6487
Younghoon ParkDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0003-5069-504X
Colby J AgostinoVaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104, USA.ORCID 0000-0002-1864-1848
Ajay SinghDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0001-7751-2934
Christian L MartellaDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0004-7175-9185
Emily LewisDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0001-5721-0787
Juliette M RandoDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-1742-9255
Neha ChohanDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Jinery LoraDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Wenge DingDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Mary S CampionDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Chengyan ZhaoDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Weimin LiuDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0003-2903-2834
Yingying LiDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-0237-6824
Xuduo LiDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0009-0004-1155-142X
Bo LiangDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Rohan Roy ChowdhuryDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0003-3586-571X
Khaled AmerehDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Elizabeth Van ItallieDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0002-0736-7345
Zizhang ShengAaron Diamond AIDS Research Center, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA.ORCID 0000-0002-3253-3309
Amrit R GhoshDepartments of Microbiology and Immunology, Harvard Medical School, Cambridge, MA 02139, USA.ORCID 0000-0002-0692-4074
Katharine J BarDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-9773-0071
Wilton B WilliamsDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0002-2970-7259
Kevin WieheDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0001-9933-9618
Kevin O SaundersDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0001-7399-7954
Robert J EdwardsDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0003-4446-1194
Derek W CainDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0002-5988-6729
Mark G LewisBioqual Inc., Rockville, MD 20850, USA.ORCID 0000-0001-7852-0135
Facundo D BatistaDepartments of Microbiology and Immunology, Harvard Medical School, Cambridge, MA 02139, USA.ORCID 0000-0002-1130-9463
Dennis R BurtonDepartment of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA.ORCID 0000-0001-6711-9864
Raiees AndrabiDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0001-8837-7520
Daniel W KulpVaccine and Immunotherapy Center, Wistar Institute, Philadelphia, PA 19104, USA.
Barton F HaynesDuke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA.ORCID 0000-0002-7643-9023
Bette KorberNew Mexico Consortium, Los Alamos, NM 87545, USA.ORCID 0000-0002-2026-5757
Lawrence ShapiroAaron Diamond AIDS Research Center, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA.ORCID 0000-0001-9943-8819
Peter D KwongAaron Diamond AIDS Research Center, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA.ORCID 0000-0003-3560-232X
Beatrice H HahnDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-9400-9887
George M ShawDepartments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-2338-4532

Funding

Identification of neutralizing epitopes on SARS-CoV-2 spike for design of vaccines and small-molecule antiviralsUM1AI144462 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI BURTON, DENNIS R. · 2019 to 2025
$201.6M
Nonhuman primate studies for development of a prototype HIV vaccine that induces broadly neutralizing antibodiesUM1AI144371 · NIAID · DUKE UNIVERSITY · PI HAYNES, BARTON F. · 2019 to 2025
$190.4M
Virus & Reservoirs CoreP30AI045008 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Ronald G Collman · 1999 to 2026
$78.6M
Vaccine and adjuvant Clinical GMP product development and DNA Technology platform enhancementsU19AI166916 · NIAID · WISTAR INSTITUTE · PI DAVID B. WEINER · 2023 to 2026
$24.0M
TRAINING IN HIV PATHOGENESIST32AI007632 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Frederic D Bushman, James L. Riley · 2000 to 2026
$10.6M
Optimizing glycan shield coverage, germline B cell receptor binding and epitope diversity of V2-apex targeted HIV-1 Env immunogensR37AI150590 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Beatrice H Hahn · 2019 to 2026
$6.9M
HIV-1 Q23.17 Env: Engineering a novel immunogen to elicit broadly neutralizing antibodiesR01AI165080 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI GEORGE M SHAW · 2021 to 2026
$6.6M
ANIMAL HUSBANDRY SUPPORT SERVICES FOR NIEHS27304C0002 · NIEHS · 2007 to 2008
$5.0M
B cell lineage-directed rational vaccine strategies based on CAP256SU Env-Ab co-evolutionR01AI167716 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Raiees Ahmad Andrabi · 2022 to 2026
$4.8M
Combining germline-targeting, B cell immunofocusing and Env-Ab coevolution strategies to induce HIV Envelope V2-apex broadly neutralizing antibodiesR61AI161818 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI ANDRABI, RAIEES AHMAD, SHAW, GEORGE M · 2021 to 2023
$4.7M
Neonatal Immunity to novel TF SHIVsR01AI140897 · NIAID · DUKE UNIVERSITY · PI WILLIAMS, WILTON B · 2018 to 2022
$4.4M
Combining germline-targeting, B cell immunofocusing and Env-Ab coevolution strategies to induce HIV Envelope V2-apex broadly neutralizing antibodiesR33AI161818 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI ANDRABI, RAIEES AHMAD, SHAW, GEORGE M · 2024 to 2025
$3.2M
Bill & Melinda Gates Foundation INV-041767NIAID NIH HHS P30 AI045008NIAID NIH HHS R01 AI140897NIAID NIH HHS R01 AI160607NIAID NIH HHS R01 AI165080NIAID NIH HHS R01 AI167716NIAID NIH HHS R01 AI183332NIAID NIH HHS R33 AI161818NIAID NIH HHS R37 AI140897NIAID NIH HHS R37 AI150590NIAID NIH HHS R61 AI161818NIAID NIH HHS T32 AI007632NIAID NIH HHS U19 AI166916NIAID NIH HHS UM1 AI144371NIAID NIH HHS UM1 AI144462NIEHS NIH HHS 27304C0002NIEHS NIH HHS 27306C0002
6 · The paper itself

Abstract

Broadly neutralizing antibodies (bNAbs) are rarely elicited during HIV-1 infection. To identify obstacles to bNAb development, we longitudinally studied 122 rhesus macaques infected by 1 of 16 different simian-human immunodeficiency viruses (SHIVs). We identified the V2 apex region of the envelope (Env) as the most common bNAb target and a subset of Envs that preferentially elicited these antibodies. In 10 macaques, we delineated Env-antibody coevolution from B cell priming to bNAb development. Antibody phylogenies revealed permissive developmental pathways guided by evolving Envs that contained few mutations in or near the V2 apex C-strand, which were a sensitive indicator of apex-targeted responses. The absence of such mutations reflected a failure in bNAb priming. These results indicate that efficiency of B cell priming, and not complexities in Env-guided affinity maturation, is a primary obstacle to V2 apex bNAb elicitation in SHIV-infected macaques and identify specific HIV-1 Envs to advance as vaccine platforms.

Indexed as

Antibodies, NeutralizingB-Lymphocytesenv Gene Products, Human Immunodeficiency VirusHIV-1HIV AntibodiesHIV InfectionsAnimalsHumansMacaca mulattaSimian Acquired Immunodeficiency SyndromeSimian Immunodeficiency VirusAntibodies, Neutralizingenv Gene Products, Human Immunodeficiency VirusHIV Antibodies

Identifiers

PMID41686912
PMCPMC13015429

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.