Evidence map›Paper›PMID 33741065›Full record

ArticleHuman genomics2021

Genetic-variant hotspots and hotspot clusters in the human genome facilitating adaptation while increasing instability.

Xi Long, Hong Xue

Open access · goldAbstract read
In one paragraph

Article in Human genomics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
2.8field-weighted citation impact, top 9% of its field
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

11 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. International journal of molecular sciences · 2026
    Article
  3. Article
  4. Improving personalised genetic counselling forMedizinische Genetik : Mitteilungsblatt des Berufsverbandes Medizinische Genetik e.V · 2025
    Article
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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

2 authors at 2 institutions in 2 countries.

Xi LongDivision of Life Science and Applied Genomics Centre, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China.
Hong XueDivision of Life Science and Applied Genomics Centre, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China. hxue@ust.hk.ORCID 0000-0002-8133-9828
China Pharmaceutical University · CNHong Kong University of Science and Technology · HK

Funding

Innovation and Technology Commission - Hong Kong (HK) ITS113/15FPShenzhen Science, Technology and Innovation Commission JCYJ20170818113656988
6 · The paper itself

Abstract

backgroundGenetic variants, underlining phenotypic diversity, are known to distribute unevenly in the human genome. A comprehensive understanding of the distributions of different genetic variants is important for insights into genetic functions and disorders.

methodsHerein, a sliding-window scan of regional densities of eight kinds of germline genetic variants, including single-nucleotide-polymorphisms (SNPs) and four size-classes of copy-number-variations (CNVs) in the human genome has been performed.

resultsThe study has identified 44,379 hotspots with high genetic-variant densities, and 1135 hotspot clusters comprising more than one type of hotspots, accounting for 3.1% and 0.2% of the genome respectively. The hotspots and clusters are found to co-localize with different functional genomic features, as exemplified by the associations of hotspots of middle-size CNVs with histone-modification sites, work with balancing and positive selections to meet the need for diversity in immune proteins, and facilitate the development of sensory-perception and neuroactive ligand-receptor interaction pathways in the function-sparse late-replicating genomic sequences. Genetic variants of different lengths co-localize with retrotransposons of different ages on a "long-with-young" and "short-with-all" basis. Hotspots and clusters are highly associated with tumor suppressor genes and oncogenes (p < 10

conclusionsIn conclusion, the genetic-variant hotspots and clusters represent two-edged swords that spearhead both positive and negative genomic changes. Their strong associations with complex traits and diseases also open up a potential "Common Disease-Hotspot Variant" approach to the missing heritability problem.

Indexed as

Genetic Predisposition to DiseaseGenome-Wide Association StudyDNA Copy Number VariationsDNA ReplicationGenetic VariationGenome, HumanGenomic InstabilityGenomicsHumansOncogenesPhenotypePolymorphism, Single NucleotideRecombination, GeneticRetroelementsRetroelementsFrequency independentGenetic diversityMissing heritabilityRecombination-selection co-saturationReplication timingRetrotransposon

Identifiers

PMID33741065
PMCPMC7976700
OpenAlexW3138857030

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.