Evidence map›Paper›PMID 41533667›Full record

ArticleSystematic biology2026

A Genomic Perspective on Cryptic Species Reveals Complex Evolutionary Dynamics in the Gray Zone of the Speciation Continuum.

Kin Onn Chan, Dario N Neokleous, Shahrul Anuar, Rafe M Brown, Carl R Hutter, Indraneil Das, Stefan T Hertwig

Abstract read
In one paragraph

Article in Systematic biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

7 authors.

Kin Onn ChanDepartment of Integrative Biology, Michigan State University, 288 Farm Lane, East Lansing, MI 48824, USA.ORCID 0000-0001-6270-0983
Dario N NeokleousNaturhistorisches Museum der Burgergemeinde Bern, Bernastrasse 15, CH-3005 Bern, Switzerland.
Shahrul AnuarSchool of Biological Sciences, Universiti Sains Malaysia, 1112 Persiaran Sains, 11800 Gelugor, Penang, Malaysia.
Rafe M BrownKU Biodiversity Institute and Natural History Museum, University of Kansas, 1345 Jayhawk Blvd, Lawrence, KS 66045, USA.
Carl R HutterVirus and Prion Research Unit, National Animal Disease Center, USDA-ARS, 1920 Dayton Avenue, Ames, IA 50010, USA.ORCID 0000-0001-6381-6339
Indraneil DasInstitute of Biodiversity and Environmental Conservation, Universiti Malaysia Sarawak, 94300 Kota Samarahan, Sarawak, Malaysia.
Stefan T HertwigNaturhistorisches Museum der Burgergemeinde Bern, Bernastrasse 15, CH-3005 Bern, Switzerland.

Funding

National Science Foundation 0907996National Science Foundation 1451148National Science Foundation 1540502Provost's Research Investment Council 2300207Universiti Sains Malaysia International Academic FellowshipUniversity of Kansas College of Liberal Arts and Sciences DEB 1654388
6 · The paper itself

Abstract

The evolutionary dynamics of cryptic species remain poorly understood, and their detection relies primarily on methods that quantify divergence, assuming that gene flow is absent. Here, we examine how gene flow shapes the evolutionary trajectories and species boundaries in Bornean Fanged Frogs, a renowned example of cryptic diversity where a single species has been split into 18 genetically divergent yet morphologically indistinguishable species. We employed target-capture data from over 13,000 loci to assess lineage independence of 14 nominal species distributed across Malaysian Borneo by evaluating both divergence and cohesion using network multispecies coalescent (NMSC) and MSC + migration approaches. Under the Unified Species Concept, only 6 of the 14 nominal species unambiguously form independently evolving lineages; the remainder represent cohesive metapopulation lineages nested within those six species. While mitochondrial p-distances varied substantially (up to 10%), genome-wide net divergences (Da) were surprisingly consistent, ranging from 0.5 to 2%, placing all the hypothesized "cryptic species" within the empirical gray zone of the speciation continuum. We show that diversification in the gray zone is unpredictable and heavily impacted by gene flow, leading to two key phenomena that confound species delimitation: (1) the artifactual branch effect, where admixed lineages are inferred as long, early-diverging branches, creating an illusion of deep divergence; and (2) the species-definition anomaly zone, where intraspecific pairwise sequence distances exceed interspecific ones. We further demonstrate that divergence in the gray zone varies substantially among metrics and genomic regions, reflecting heterogeneity in evolutionary dynamics across the genome. Different genomic markers also vary considerably in phylogenetic discordance and their ability to retain signatures of gene flow. Loci from anchored hybrid enrichment and ultraconserved elements produced less phylogenetic discordance and retained signals of older introgression but failed to detect recent migration, making them suitable for phylogenetic reconstruction and inferring ancient introgression, but not ongoing gene flow. Recognizing the central role of gene flow reframes our understanding of cryptic species; rather than being considered as genetically distinct units that failed to evolve morphological differentiation, they can be manifestations of continuous diversification in the gray zone. This shift in perspective offers a new and dynamic evolutionary framework for identifying and interpreting cryptic biodiversity across the Tree of Life.

Indexed as

AnuraBiological EvolutionGenetic SpeciationPhylogenyAnimalsBorneoClassificationGene FlowAmphibiansartifactual branch effectdiversificationgene flowreticulate evolutionspecies definition anomaly zonespecies delimitation

Identifiers

PMID41533667
PMCPMC13445631

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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.