Evidence map›Paper›PMID 40662161›Full record

ArticleVirus evolution2025

Diverse patterns of intra-host genetic diversity in chronically infected SARS-CoV-2 patients.

Adi Ben Zvi, Natalie Rutsinsky, Bar Jacobi, Ido Fabian, Shir T Segev, Sheri Harari, Suzy Meijer, Yael Paran, Adi Stern

Abstract read
In one paragraph

Article in Virus evolution, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Observational
  4. Article
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

9 authors.

Adi Ben ZviThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.ORCID https://orcid.org/0009-0003-5906-6821
Natalie RutsinskyThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.ORCID https://orcid.org/0000-0002-9904-7671
Bar JacobiThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.ORCID https://orcid.org/0009-0002-0638-399X
Ido FabianThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.ORCID https://orcid.org/0009-0000-7030-936X
Shir T SegevThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.ORCID https://orcid.org/0009-0004-3016-9357
Sheri HarariThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.
Suzy MeijerDepartment of Infectious Diseases and Epidemiology, Tel Aviv Sourasky Medical Center, Weizmann St, Tel Aviv-Yafo, Israel.
Yael ParanDepartment of Infectious Diseases and Epidemiology, Tel Aviv Sourasky Medical Center, Weizmann St, Tel Aviv-Yafo, Israel.ORCID https://orcid.org/0000-0003-2424-5865
Adi SternThe Shmunis School of Biomedicine and Cancer Research, Tel Aviv University, George S. Wise Faculty of Life Sciences, Tel Aviv University, Chaim Levanon St, Tel Aviv-Yafo, 6997801, Israel.ORCID https://orcid.org/0000-0002-2919-3542

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In rare individuals with a severely immunocompromised system, chronic infections of SARS-CoV-2 may develop, where the virus replicates in the body for months. Sequencing of some chronic infections has uncovered dramatic adaptive evolution and fixation of mutations reminiscent of lineage-defining mutations of variants of concern (VOCs). This has led to the prevailing hypothesis that VOCs emerged from chronic infections. To examine the mutation dynamics and intra-host genomic diversity of SARS-CoV-2 during chronic infections, we focused on a cohort of nine immunocompromised individuals with chronic infections and performed longitudinal sequencing of viral genomes. We showed that sequencing errors may cause erroneous inference of genetic variation, and to overcome this, we used duplicate sequencing across patients and time points, allowing us to distinguish errors from low-frequency mutations. We further found recurrent low-frequency mutations that we flagged as most likely sequencing errors. This stringent approach allowed us to reliably infer low-frequency mutations and their dynamics across time. We applied a generalized linear model that accounts for gradual mutation accumulation and episodic divergence shifts to infer a synonymous mutation rate of 1.9 × 10

Indexed as

chronic infectionsCOVID-19intra-host evolutionSARS-Coronavirus-2

Identifiers

PMID40662161
PMCPMC12257100

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.