Evidence map›Paper›PMID 41756945›Full record

ArticlebioRxiv : the preprint server for biology2026

Motif-Centered Analyses Reveal Universal and Tissue-Specific Mutagenic Mechanisms Operating in the Human Body.

Safia Mahabub Sauty, Yun-Chung Hsiao, Leszek J Klimczak, Dmitry A Gordenin

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Safia Mahabub SautyGenome Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, Durham, NC 27709.ORCID 0000-0002-1022-1822
Yun-Chung HsiaoGenome Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, Durham, NC 27709.ORCID 0000-0003-1189-6511
Leszek J KlimczakIntegrative Bioinformatics Support Group, National Institute of Environmental Health Sciences, Durham, NC 27709.ORCID 0000-0003-3048-2576
Dmitry A GordeninGenome Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, Durham, NC 27709.ORCID 0000-0002-8399-1836

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Somatic mutations are inevitable in human genomes and can lead to tumorigenesis, yet baseline mutagenesis in non-cancerous normal cells remain poorly understood. Here, we analyzed the mutation profiles of 11,949 normal samples across 25 tissues obtained from whole-genome and whole-exome sequencing datasets. We applied stringent statistical hypothesis for detecting enrichment and enrichment-adjusted Minimal Estimate of Mutation Load (MEML) in trinucleotide motifs preferred by known mutagenic processes. We found several cancer-associated mutational motifs in cancer-free tissues. Samples enriched with C→T mutations in nCg motif associated with clock-like spontaneous meCpG deamination were detected across all tissues. We revealed another clock-like motif, T→C substitutions in aTn motif associated with exposure to small epoxides and other S

Identifiers

PMID41756945
PMCPMC12934804

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.