Evidence map›Paper›PMID 31668801›Full record

ArticleCell systems2019

Harnessing Avidity: Quantifying the Entropic and Energetic Effects of Linker Length and Rigidity for Multivalent Binding of Antibodies to HIV-1.

Tal Einav, Shahrzad Yazdi, Aaron Coey, Pamela J Bjorkman, Rob Phillips

Abstract read
In one paragraph

Article in Cell systems, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Article
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  7. Different Fc scaffolds enhance the breadth ofFrontiers in immunology · 2025
    Article
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  15. Review
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  17. Review
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  19. Article
  20. Binding Revisited-Avidity in Cellular Function and Signaling.Frontiers in molecular biosciences · 2020
    Review
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

5 authors.

Tal EinavDepartment of Physics, California Institute of Technology, Pasadena, CA 91125, USA.
Shahrzad YazdiDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Aaron CoeyDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.
Pamela J BjorkmanDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA. Electronic address: bjorkman@caltech.edu.
Rob PhillipsDepartment of Physics, California Institute of Technology, Pasadena, CA 91125, USA; Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA; Department of Applied Physics, California Institute of Technology, Pasadena, CA 91125, USA. Electronic address: phillips@pboc.caltech.edu.

Funding

Stuctural basis of bNab activityP01AI100148 · NIAID · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI Pamela J Bjorkman · 2013 to 2026
$43.3M
The Principles of Regulatory, Conformational and Evolutionary AdaptationR35GM118043 · NIGMS · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI ROB PHILLIPS · 2016 to 2026
$7.9M
Single-Molecule and Single-Cell Analysis of Transcription Factor-DNA ComplexesR01GM085286 · NIGMS · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI PHILLIPS, ROB · 2009 to 2015
$2.8M
Targeting the HIV reservoir using optimized anti-HIV antibodiesR01AI129784 · NIAID · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI BJORKMAN, PAMELA J · 2017 to 2021
$2.1M
NIAID NIH HHS P01 AI100148NIAID NIH HHS R01 AI129784NIGMS NIH HHS R01 GM085286NIGMS NIH HHS R35 GM118043
6 · The paper itself

Abstract

IgG antibodies increase their apparent affinities by using both of their Fabs to simultaneously attach to antigens. HIV-1 foils this strategy by having few, and highly separated, Envelope (Env) spike targets for antibodies, forcing most IgGs to bind monovalently. Here, we develop a statistical mechanics model of synthetic diFabs joined by DNA linkers of different lengths and flexibilities. This framework enables us to translate the energetic and entropic effects of the linker into the neutralization potency of a diFab. We demonstrate that the strongest neutralization potencies are predicted to require a rigid linker that optimally spans the distance between two Fab binding sites on an Env trimer and that avidity can be further boosted by incorporating more Fabs into these constructs. These results inform the design of multivalent anti-HIV-1 therapeutics that utilize avidity effects to remain potent against HIV-1 in the face of the rapid mutation of Env spikes.

Indexed as

Antibodies, MonoclonalAntibody AffinityBinding Sites, AntibodyEpitopesHIV-1HumansProtein BindingAntibodies, MonoclonalEpitopesavidityHIV-1neutralizing antibodiesstatistical mechanics

Identifiers

PMID31668801
PMCPMC6892280

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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.