Evidence map›Paper›PMID 22412369›Full record

ArticlePLoS pathogens2012

Whole genome deep sequencing of HIV-1 reveals the impact of early minor variants upon immune recognition during acute infection.

Matthew R Henn, Christian L Boutwell, Patrick Charlebois, Niall J Lennon, Karen A Power, Alexander R Macalalad, Aaron M Berlin, Christine M Malboeuf, Elizabeth M Ryan, Sante Gnerre and 38 more

Abstract read
In one paragraph

Article in PLoS pathogens, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 217 papers.

0numbers the graph read from it
0cells of the map it votes in
217citing 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

217 citing papers in PubMed.

  1. Trial
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  6. Article
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  9. Inferring fitness seascapes from evolutionary histories.bioRxiv : the preprint server for biology · 2025
    Article
  10. Article
  11. Article
  12. Addressing pandemic-wide systematic errors in the SARS-CoV-2 phylogeny.bioRxiv : the preprint server for biology · 2024
    Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Inspecting the interaction between human immunodeficiency virus and the immune system through genetic turnover.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2023
    Article
  18. Review
  19. Review
  20. Article

157 more citing papers are in PubMed but not listed here.

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

48 authors.

Matthew R HennBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Christian L Boutwell
Patrick Charlebois
Niall J Lennon
Karen A Power
Alexander R Macalalad
Aaron M Berlin
Christine M Malboeuf
Elizabeth M Ryan
Sante Gnerre
Michael C Zody
Rachel L Erlich
Lisa M Green
Andrew Berical
Yaoyu Wang
Monica Casali
Hendrik Streeck
Allyson K Bloom
Tim Dudek
Damien Tully
Ruchi Newman
Karen L Axten
Adrianne D Gladden
Laura Battis
Michael Kemper
Qiandong Zeng
Terrance P Shea
Sharvari Gujja
Carmen Zedlack
Olivier Gasser
Christian Brander
Christoph Hess
Huldrych F Günthard
Zabrina L Brumme
Chanson J Brumme
Suzane Bazner
Jenna Rychert
Jake P Tinsley
Ken H Mayer
Eric Rosenberg
Florencia Pereyra
Joshua Z Levin
Sarah K Young
Heiko Jessen
Marcus Altfeld
Bruce W Birren
Bruce D Walker
Todd M Allen

Funding

The impact of HIV viral diversity and cellular immunity on HIV pathogenesisP30AI060354 · NIAID · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI ROBERT A. PARKER · 2004 to 2026
$94.4M
Recognition of HIV-1 by Innate Immunity Receptors during Primary InfectionP01AI074415 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI ALLEN, TODD M · 2008 to 2013
$17.3M
MOLECULAR BASIS OF VIRAL INFECTIVITYT32AI007245 · NIAID · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI Aaron Gregory Schmidt · 1985 to 2026
$11.3M
Multidisciplinary HIV Training ProgramT32AI007387 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI Daniel R. Kuritzkes · 1990 to 2026
$8.8M
NIAID NIH HHS HHSN272200900006CNIAID NIH HHS HHSN272200900018CNIAID NIH HHS P01 AI074415NIAID NIH HHS P01-AI074415NIAID NIH HHS P30 AI060354NIAID NIH HHS T32 AI007245NIAID NIH HHS T32 AI007387NIAID NIH HHS T32-AI07245
6 · The paper itself

Abstract

Deep sequencing technologies have the potential to transform the study of highly variable viral pathogens by providing a rapid and cost-effective approach to sensitively characterize rapidly evolving viral quasispecies. Here, we report on a high-throughput whole HIV-1 genome deep sequencing platform that combines 454 pyrosequencing with novel assembly and variant detection algorithms. In one subject we combined these genetic data with detailed immunological analyses to comprehensively evaluate viral evolution and immune escape during the acute phase of HIV-1 infection. The majority of early, low frequency mutations represented viral adaptation to host CD8+ T cell responses, evidence of strong immune selection pressure occurring during the early decline from peak viremia. CD8+ T cell responses capable of recognizing these low frequency escape variants coincided with the selection and evolution of more effective secondary HLA-anchor escape mutations. Frequent, and in some cases rapid, reversion of transmitted mutations was also observed across the viral genome. When located within restricted CD8 epitopes these low frequency reverting mutations were sufficient to prime de novo responses to these epitopes, again illustrating the capacity of the immune response to recognize and respond to low frequency variants. More importantly, rapid viral escape from the most immunodominant CD8+ T cell responses coincided with plateauing of the initial viral load decline in this subject, suggestive of a potential link between maintenance of effective, dominant CD8 responses and the degree of early viremia reduction. We conclude that the early control of HIV-1 replication by immunodominant CD8+ T cell responses may be substantially influenced by rapid, low frequency viral adaptations not detected by conventional sequencing approaches, which warrants further investigation. These data support the critical need for vaccine-induced CD8+ T cell responses to target more highly constrained regions of the virus in order to ensure the maintenance of immunodominant CD8 responses and the sustained decline of early viremia.

Indexed as

Genome-Wide Association StudyCD8-Positive T-LymphocytesGenetic VariationGenome, ViralGenomic Structural VariationHIV-1HIV InfectionsHumansImmune EvasionOligonucleotide Array Sequence AnalysisRNA, ViralSequence Analysis, RNAViral VaccinesRNA, ViralViral Vaccines

Identifiers

PMID22412369
PMCPMC3297584

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.