Deep mining of the human antibody repertoire identifies frequent and genetically diverse CDRH3 topologies targetable by vaccination

R Rumi Habib S Shahlo O. Solieva (Vaccine and Immunotherapy Center, The Wistar Institute) Z Zi Jie Lin (Vaccine and Immunotherapy Center, The Wistar Institute) S Sukanya Ghosh (Vaccine and Immunotherapy Center, The Wistar Institute) K Kelly Bayruns (Vaccine and Immunotherapy Center, The Wistar Institute) M Maya Singh (Vaccine and Immunotherapy Center, The Wistar Institute) C Colby J. Agostino (Department of Biochemistry and Biophysics, The University of Pennsylvania) N Nicholas J. Tursi (Vaccine and Immunotherapy Center, The Wistar Institute) K Kirsten J. Sowers (Department of Medicine, Perelman School of Medicine, University of Pennsylvania) J Jinwei Huang (Vaccine and Immunotherapy Center, The Wistar Institute) R Ryan S. Roark M Mansi Purwar (Vaccine and Immunotherapy Center, The Wistar Institute) Y Younghoon Park K Kasirajan Ayyanathan H Hui Li J John W. Carey A Amber Kim (Vaccine and Immunotherapy Center, The Wistar Institute) J Joyce Park (Vaccine and Immunotherapy Center, The Wistar Institute) M Madison E. McCanna (Vaccine and Immunotherapy Center, The Wistar Institute) A Ashwin N. Skelly N Neethu Chokkalingam (Vaccine and Immunotherapy Center, The Wistar Institute) S Sinja Kriete (Vaccine and Immunotherapy Center, The Wistar Institute) N Nicholas Shupin (Vaccine and Immunotherapy Center, The Wistar Institute) A Alana Huynh (Vaccine and Immunotherapy Center, The Wistar Institute) S Susanne Walker (Vaccine and Immunotherapy Center, The Wistar Institute) R Roopak Sadeesh (Vaccine and Immunotherapy Center, The Wistar Institute) N Niklas Laenger (Vaccine and Immunotherapy Center, The Wistar Institute) J Jianqiu Du (Vaccine and Immunotherapy Center, The Wistar Institute) J Jiayan Cui (Vaccine and Immunotherapy Center, The Wistar Institute) A Ami Patel A Amelia Escolano (Vaccine and Immunotherapy Center, The Wistar Institute) P Peter D. Kwong L Lawrence Shapiro G Gregory R. Bowman (Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania) B Beatrice H. Hahn G George M. Shaw D David B. Weiner (Vaccine and Immunotherapy Center, The Wistar Institute) J Jesper Pallesen (Department of Biochemistry and Biophysics, The University of Pennsylvania) D Daniel W. Kulp (Department of Biochemistry and Biophysics, The University of Pennsylvania)

Abstract

Germline targeting vaccination strategies against highly variable pathogens such as HIV aim to elicit broadly neutralizing antibodies (bnAbs) with particular immunogenetic or structural features. The V2 apex of the HIV Env protein is a promising target for a class of bnAbs that contain conserved structural motifs in the heavy chain complementarity determining region 3 (CDRH3). Here, we show that these structural motifs are targetable by vaccination by characterizing V2 apex “axe-like” CDRH3s in the human repertoire and developing immunogens capable of engaging them. We determined the frequency and diversity of axe-like CDRH3s in healthy human donors using a series of structural informatics approaches, finding these precursors in nearly 90% of donors. Axe-targeting immunogens based on the HIV Env Q23.17 bound axe-like precursors in cryo-electron microscopy structures, induced V2 apex-specific antibody responses in humanized mice, and induced axe-like heterologous neutralizing antibodies in rhesus macaques infected with a germline-targeted simian-HIV. These results illustrate a structure-guided immunoinformatic vaccine design paradigm that can be employed to elicit immunogenetically diverse yet structurally conserved classes of antibodies.

Article Details

Volume / Issue Vol. 123, Issue 18
Published May 05, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (39)

R

Rumi Habib

S

Shahlo O. Solieva

Vaccine and Immunotherapy Center, The Wistar Institute

Z

Zi Jie Lin

Vaccine and Immunotherapy Center, The Wistar Institute

S

Sukanya Ghosh

Vaccine and Immunotherapy Center, The Wistar Institute

K

Kelly Bayruns

Vaccine and Immunotherapy Center, The Wistar Institute

M

Maya Singh

Vaccine and Immunotherapy Center, The Wistar Institute

C

Colby J. Agostino

Department of Biochemistry and Biophysics, The University of Pennsylvania

N

Nicholas J. Tursi

Vaccine and Immunotherapy Center, The Wistar Institute

K

Kirsten J. Sowers

Department of Medicine, Perelman School of Medicine, University of Pennsylvania

J

Jinwei Huang

Vaccine and Immunotherapy Center, The Wistar Institute

R

Ryan S. Roark

M

Mansi Purwar

Vaccine and Immunotherapy Center, The Wistar Institute

Y

Younghoon Park

K

Kasirajan Ayyanathan

H

Hui Li

J

John W. Carey

A

Amber Kim

Vaccine and Immunotherapy Center, The Wistar Institute

J

Joyce Park

Vaccine and Immunotherapy Center, The Wistar Institute

M

Madison E. McCanna

Vaccine and Immunotherapy Center, The Wistar Institute

A

Ashwin N. Skelly

N

Neethu Chokkalingam

Vaccine and Immunotherapy Center, The Wistar Institute

S

Sinja Kriete

Vaccine and Immunotherapy Center, The Wistar Institute

N

Nicholas Shupin

Vaccine and Immunotherapy Center, The Wistar Institute

A

Alana Huynh

Vaccine and Immunotherapy Center, The Wistar Institute

S

Susanne Walker

Vaccine and Immunotherapy Center, The Wistar Institute

R

Roopak Sadeesh

Vaccine and Immunotherapy Center, The Wistar Institute

N

Niklas Laenger

Vaccine and Immunotherapy Center, The Wistar Institute

J

Jianqiu Du

Vaccine and Immunotherapy Center, The Wistar Institute

J

Jiayan Cui

Vaccine and Immunotherapy Center, The Wistar Institute

A

Ami Patel

A

Amelia Escolano

Vaccine and Immunotherapy Center, The Wistar Institute

P

Peter D. Kwong

L

Lawrence Shapiro

G

Gregory R. Bowman

Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania

B

Beatrice H. Hahn

G

George M. Shaw

D

David B. Weiner

Vaccine and Immunotherapy Center, The Wistar Institute

J

Jesper Pallesen

Department of Biochemistry and Biophysics, The University of Pennsylvania

D

Daniel W. Kulp

Department of Biochemistry and Biophysics, The University of Pennsylvania