OSCR

Genome Scans Reveal Species-Specific Selection in the Genus Lynx.

Code ↔ Paper

2 matches between paragraphs of the paper and lines of its authors' code, computed by the harvester (lexical-v1). Click a colored paragraph or line to see its counterpart.

The 2 matches · all tie a paragraph to a whole file, not to given lines: weak matches, whose lines are not tinted
  1. [1] § Methods › Selection Scans and Candidate Regions ↔ exec/chr_lassi.sh, the whole file · a weak match · score 0.63 · saltiLASSI, calc, spec, unphased, winsize, winstep
  2. [2] § Methods › Sampling, DNA Extraction, Sequencing and Read Alignment ↔ exec/chr_lassi.sh, the whole file · a weak match · score 0.51 · Felis catus, reference genome, mapping, Gb, mem, DNA

Paper

Loaded from Europe PMC by your browser, not stored by OSCR: doi.org · Europe PMC

The paper is loaded when this pane is shown.

The authors' code

Shell · 29 lines · 727 B · no license · 2 matches

  1. #!/bin/bash
  2. #SBATCH --time=3-00:00:00
  3. #SBATCH --mem=10GB
  4. #name variables
  5. sp=($(echo $1))
  6. chr=($(echo $2))
  7. INPUT=$STORE/saltilassi/${chr}_${sp}_goodsamples_filtered_polarized_variants_header_cat_ref.vcf
  8. #MAP=$STORE2/reference_genomes/Felis_catus_Ref/Felis_catus.Felis_catus_9.0.dna.toplevel.fa.fai
  9. #POP=$LUSTRE/selection_scan/${sp}_ind.txt
  10. #OUT=$LUSTRE/selection_scan/saltiLASSI/${chr}_${sp}_salti
  11. #load dependencies
  12. module load lassip
  13. #run lassi
  14. echo "running salti-lassi in $chr"
  15. lassip \
  16. --vcf INPUT \
  17. --unphased \
  18. --calc-spec \
  19. --hapstats \
  20. --salti \
  21. --map MAP \
  22. --winsize 101 \
  23. --winstep 50 \
  24. --pop POP \
  25. --out OUT

chr_lassi.sh at commit 6d06ed7, no license · at the source

Overview

  1. Department of Ecology and Evolution, Doñana Biological Station, CSIC, Seville, Spain
  2. Wildlife Research and Monitoring Section, Ontario Ministry of Natural Resources, Peterborough, ON K9J 7B8, Canada
  3. Department of Biological Sciences, Duquesne University, Pittsburgh, PA 15282, USA
  4. Texas A&M University, Veterinary Integrative Biosciences, College Station, TX 77843, USA
  5. Mammal Research Institute, Polish Academy of Sciences, Białowieża, Poland
Journal: Genome biology and evolution, volume 18, issue 4, article evag086
Dates: accepted 19 March 2026; published online 15 April 2026; in print April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1093/gbe/evag086 · PMID 41983803 · PMCID PMC13092354 · OpenAlex W7154499149
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: genetics / omics (modality), cellular / molecular (subfield)
Methods: Statistics, Connectivity
Keywords: genome scan, selective sweep, lynx genus, positive selection, adaptation
MeSH: Lynx*, Selection, Genetic*, Animals, Evolution, Molecular, Genome, Species Specificity (* major topic)
Topic: Wildlife Ecology and Conservation (Ecology, Environmental Science), according to OpenAlex
Citations: not cited yet (Europe PMC); 116 references in the paper

Abstract

Understanding the genetic basis of adaptation is essential for reconstructing evolutionary processes, and this can be accomplished particularly by studying closely related species occupying diverse ecological niches. In this study, we performed genome-wide scans for recent selective sweeps in the four extant species of the Lynx genus—Lynx canadensis (Canada lynx), Lynx rufus (bobcat), Lynx lynx (Eurasian lynx), and Lynx pardinus (Iberian lynx)—using a composite likelihood ratio test based on genotype frequency spectrum. Analyzing whole-genome sequences from 80 individuals, we identified species-specific selective sweeps and conducted functional enrichment analyses to explore biological processes under selection. Results revealed distinct adaptive mechanisms shaped by ecological specialization and demographic histories of different species. In Canada lynx, enriched functions include olfactory signaling and pigmentation-related processes; the Eurasian lynx showed signals related to cardiac and neural development; the Iberian lynx exhibited enrichment in immune-related pathways, potentially reflecting pathogen-mediated selection under strong genetic drift; and the bobcat displayed functional signals in reproductive and metabolic regulation. Our study revealed the species-specific nature of recent signatures of ecological differentiation in the genomes of closely related species of the genus Lynx, with minimal overlap, illustrating their diverse evolutionary trajectories and shedding light into the mechanism of adaptation among highly specialized carnivores.

Reproduced under the paper's license (CC BY), from the paper cited above.

Repository

Its files are read in the Code ↔ Paper reader above, with 2 matches between paragraphs and lines of code.

lorenalorenzo/selection_scan_lynx

License: none: the authors keep all their rights
State: the link answers, verified on 28 September 2026
Evidence: files inventoried
Commit: 6d06ed794bd78cfc774cc1c668908c2811f54291, 17 June 2025
Languages: Shell (3), Python (1)
Size: 107 files, 4 scripts
Software Heritage: not archived
Found in: “Data Availability”
Holds: README
Not found: license file, CITATION.cff, environment file, tests, continuous integration, documentation
Tools: pandas (1 file)
Availability: 1 check, the latest on 28 September 2026: the link answers
  • 28 September 2026: the link answers
5 files

The paper's code and data availability statement is in the Data section.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 4 scripts, each with its path and the digest of its content;
  • 2 matches between paragraphs of the paper and lines of the code (method lexical-v1);
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data Availability

Sequences analyzed in this study are available on the European Nucleotide Archive under the primary accession numbers: PRJEB109976 (current study), PRJEB48088 (Bazzicalupo et al. 2022), PRJEB28038 (Lucena-Perez et al. 2020) and PRJEB12609 (Abascal et al. 2016).

Scripts used for bioinformatics analyses are available in: https://github.com/lorenalorenzo/selection_scan_lynx

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 7 authors, 5 keywords, 6 MeSH terms, 103 references.

Cite

This paper

Lorenzo-Fernández, L., Bazzicalupo, E., Koen, E. L., Janecka, J. E., Murphy, W. J., Schmidt, K., & Godoy, J. A. (2026). Genome Scans Reveal Species-Specific Selection in the Genus Lynx. Genome biology and evolution, 18(4), evag086. https://doi.org/10.1093/gbe/evag086

BibTeX

@article{lorenzofernandez2026genome,
author = {Lorenzo-Fernández, Lorena and Bazzicalupo, Enrico and Koen, Erin L and Janecka, Jan E and Murphy, William J and Schmidt, Krzysztof and Godoy, José A},
title = {{Genome Scans Reveal Species-Specific Selection in the Genus Lynx}},
journal = {Genome biology and evolution},
year = {2026},
month = apr,
volume = {18},
number = {4},
pages = {evag086},
publisher = {Oxford University Press},
issn = {1759-6653},
doi = {10.1093/gbe/evag086},
url = {https://doi.org/10.1093/gbe/evag086},
pmid = {41983803},
pmcid = {PMC13092354}
}

RIS

TY - JOUR
AU - Lorenzo-Fernández, Lorena
AU - Bazzicalupo, Enrico
AU - Koen, Erin L
AU - Janecka, Jan E
AU - Murphy, William J
AU - Schmidt, Krzysztof
AU - Godoy, José A
TI - Genome Scans Reveal Species-Specific Selection in the Genus Lynx
T2 - Genome biology and evolution
J2 - Genome Biol Evol
PY - 2026
DA - 2026/04/01
VL - 18
IS - 4
SP - evag086
SN - 1759-6653
PB - Oxford University Press
DO - 10.1093/gbe/evag086
UR - https://doi.org/10.1093/gbe/evag086
LA - en
ER -

CSL-JSON

{
"id": "10.1093/gbe/evag086",
"type": "article-journal",
"title": "Genome Scans Reveal Species-Specific Selection in the Genus Lynx",
"container-title": "Genome biology and evolution",
"author": [
{
"family": "Lorenzo-Fernández",
"given": "Lorena"
},
{
"family": "Bazzicalupo",
"given": "Enrico"
},
{
"family": "Koen",
"given": "Erin L"
},
{
"family": "Janecka",
"given": "Jan E"
},
{
"family": "Murphy",
"given": "William J"
},
{
"family": "Schmidt",
"given": "Krzysztof"
},
{
"family": "Godoy",
"given": "José A"
}
],
"container-title-short": "Genome Biol Evol",
"volume": "18",
"issue": "4",
"page": "evag086",
"DOI": "10.1093/gbe/evag086",
"PMID": "41983803",
"PMCID": "PMC13092354",
"ISSN": "1759-6653",
"publisher": "Oxford University Press",
"URL": "https://doi.org/10.1093/gbe/evag086",
"language": "en",
"issued": {
"date-parts": [
[
2026,
4,
1
]
]
}
}

The tracing map gets a citation of its own once an author has validated it and it has a DOI.

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.7554/elife.89001 [code]
Human-specific lncRNAs contributed critically to human evolution by distinctly regulating gene expression.
Journal: eLife
In common: pandas, cellular / molecular, 3 references
[2] doi:10.1007/s00429-026-03098-5 [code]
Structural and functional brain asymmetry in relation to heterogeneous causes of situs inversus totalis.
Journal: Brain structure & function
In common: genetics / omics, cellular / molecular, 3 references
[3] doi:10.1038/s41398-026-03977-9
Identifying novel gene dysregulation associated with opioid overdose death: a meta-analysis of differential gene expression in human prefrontal cortex.
Journal: Translational psychiatry
In common: genetics / omics, cellular / molecular, 3 references
[4] doi:10.1186/s11689-026-09713-0 [code]
DRP1 mutations associated with EMPF1 encephalopathy perturb the transcriptional profile and maturation of cortical neurons.
Journal: Journal of neurodevelopmental disorders
In common: pandas, 3 references
[5] doi:10.1016/j.xgen.2026.101278 [code]
Single-cell profiling of DNA methylation in autism spectrum disorder prefrontal cortex reveals distinct regulatory and aging signatures.
Journal: Cell genomics
In common: pandas, genetics / omics, 2 references
[6] doi:10.1007/s00018-026-06235-9
MicroRNA-29 acutely regulates memory stability, expression of synaptic genes, and DNA methylation in the mouse adult hippocampus.
Journal: Cellular and molecular life sciences : CMLS
In common: genetics / omics, cellular / molecular, 3 references
[7] doi:10.1093/bioinformatics/btag592 [code]
Network-based stratification of allele-specific expression reveals patient subgroups in Huntington's disease.
Journal: Bioinformatics (Oxford, England)
In common: pandas, genetics / omics, 2 references
[8] doi:10.1038/s41586-026-10391-0 [code]
Cell-type-targeted mitochondrial transplantation rescues cell degeneration.
Journal: Nature
In common: pandas, cellular / molecular, 2 references
[9] doi:10.3390/biom16081187
Genetic Diversity and Runs of Homozygosity in Three Masu Salmon (<i>Oncorhynchus masou</i>) Populations Based on Whole-Genome Resequencing Data.
Journal: Biomolecules
In common: genetics / omics, cellular / molecular, 2 references
[10] doi:10.1016/j.xhgg.2026.100652 [code]
CRISPR-engineered deletion of POGZ alters transcription factor binding at promoters of genes involved in synaptic signaling.
Journal: HGG advances
In common: pandas, cellular / molecular, 2 references

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.