Cited by 241Genomics and Phylogenetic StudiesEvolution and Paleontology StudiesChromosomal and Genetic Variations

A genomics approach reveals insights into the importance of gene losses for mammalian adaptations

Open access
Sharma, Virag, Hecker, Nikolai, Roscito, Juliana G., Foerster, Leo, Langer, Bjoern E., Hiller, Michael·2018·Nature Communications

Abstract

Identifying the genomic changes that underlie phenotypic adaptations is a key challenge in evolutionary biology and genomics. Loss of protein-coding genes is one type of genomic change with the potential to affect phenotypic evolution. Here, we develop a genomics approach to accurately detect gene losses and investigate their importance for adaptive evolution in mammals. We discover a number of gene losses that likely contributed to morphological, physiological, and metabolic adaptations in aquatic and flying mammals. These gene losses shed light on possible molecular and cellular mechanisms that underlie these adaptive phenotypes. In addition, we show that gene loss events that occur as a consequence of relaxed selection following adaptation provide novel insights into species’ biology. Our results suggest that gene loss is an evolutionary mechanism for adaptation that may be more widespread than previously anticipated. Hence, investigating gene losses has great potential to reveal the genomic basis underlying macroevolutionary changes.

AI snapshot

Written from the paper’s full text.

TL;DR

The paper develops a comparative-genomics pipeline to detect gene losses across 62 placental mammals and argues that gene loss can both contribute to and result from adaptive phenotypic evolution. It reports novel losses linked to cetacean skin, sperm whale diving/diet, fruit bat renal/metabolic adaptations, and convergent losses in enamel-less, scaly, and fully aquatic lineages.

Key findings

  • The pipeline was applied to 62 placental mammals and 19,425 human genes; tested on 13,486 conserved genes, it incorrectly inferred loss for ≤0.33% (32–45) of them.
  • Cetaceans lost epidermis/hair-related genes GSDMA, DSG4, DSC1, and TGM5, with ALOXE3 lost later; these losses may explain thicker epidermis, hair loss, and high stratum corneum shedding. Sperm whales lost AMPD3, whose mouse knockout increases erythrocyte ATP threefold, potentially improving O2 release for dives of 40–60 min to >400 m; BCO1 loss is likely a consequence of a squid/vitamin A-rich, beta-carotene-poor diet.
  • Fruit bats lost renal transporters SLC22A12, SLC2A9, SLC22A6, RHBG, and AQP6 plus metabolic genes FFAR3, FAM3B, FATP6/SLC27A6, MOGAT2, FABP6, and APMAP (11 genes in Fig. 4), suggesting adaptations for excreting excess water/potassium while preserving sodium and for using sugar as a major energy source.
  • Convergent losses included MMP20 and C4orf26 plus novel ACP4 in enamel-less mammals, DDB2 in armadillo and pangolin, and KLK8 and MMP12 in cetaceans and manatees; MMP12 loss may contribute to explosive exhalation, which renews ~90% of air in a single breath.

Methods

  • Comparative genomics used human hg38/Ensembl 90 annotation and whole-genome alignments to 62 placental mammals, searching for frameshifting indels, premature stop codons, splice-site disruptions, and exon/gene deletions. Filters addressed assembly gaps, conserved synteny, CESAR re-alignment, APPRIS isoforms, and terminal 20% of proteins; loss candidates required %intact <60% and inactivating mutations in ≥20% of exons (or ≥2 mutations for single-exon transcripts).
  • Gene losses were validated with unassembled SRA/trace reads requiring ≥10 exact-match raw reads; functional interpretation used GO, MGI mouse knockouts, HPO/OMIM, and InterPro. Loss dates were estimated with Ka/Ks and TimeTree divergence times.
  • A new forward-genomics variant used %intact and phylogenetic generalized least squares (pGLS) to find genes preferentially lost in independent lineages sharing derived phenotypes, selecting genes with p < 10⁻⁶.

Limitations

  • Stated: more research is necessary to validate whether adaptation by gene loss applies to complex multicellular organisms, not only bacteria; some species had missing data preventing %intact computation; the ACP4 mutation lacked unassembled sequencing reads for validation.
  • Stated/evident: causal claims often rely on mouse knockout phenotypes, human disease associations, and dating rather than direct functional experiments in the studied mammals; DDB2 loss timing in armadillo is not well understood.
  • Evident: custom scripts and generated datasets are available only on request from the corresponding author, limiting reproducibility.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1038/s41467-018-03667-1

Cites

74 of 74 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

31 of 54 cited sources checked · 19 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Case studies investigating the fate of selected genes have uncovered associations between gene losses and several mammalian phenotypes.

    “Case studies investigating the fate of selected genes uncovered associations between gene losses and several mammalian phenotypes14–16.”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [14] Brawand, D., Wahli, W. & Kaessmann, H. Loss of egg yolk genes in mammals and the origin of lactation and placentation. PLoS Biol. 6, e63 (2008). source
    • cites [15] Meredith, R. W., Zhang, G., Gilbert, M. T., Jarvis, E. D. & Springer, M. S. Evidence for a single loss of mineralized teeth in the common avian ancestor. Science 346, 1254390 (2014). source
    • cites [16] Fang, X. et al. Genome-wide adaptive complexes to underground stresses in blind mole rats Spalax. Nat. Commun. 5, 3966 (2014). source
  • Study design and conductown data

    We validated stop codon mutations, splice site mutations, and frameshifting insertions/deletions with unassembled sequencing reads stored in the sequence read archive (SRA) or the NCBI trace archive.

    “we validated stop codon mutations, splice site mutations, and frameshifting insertions/deletions with unassembled sequencing reads stored in the sequence read archive (SRA)65 or the NCBI trace archive.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [65] Kodama, Y., Shumway, M. & Leinonen, R. International Nucleotide Sequence Database Collaboration. The sequence read archive: explosive growth of sequencing data. Nucleic Acids Res. 40, D54–D56 (2012). source
  • Interpretationcitation

    The ability of fruit bats to excrete excess dietary water while preserving electrolytes is likely facilitated by the loss of SLC22A12 (URAT1), SLC2A9 (GLUT9), and SLC22A6 (OAT1), three renal transporter genes whose knockout in mice reduces urine osmolality.

    “Our results indicate that this ability is likely facilitated by the loss of SLC22A12 (URAT1), SLC2A9 (GLUT9), and SLC22A6 (OAT1), three renal transporter genes whose knockout in mice reduces urine osmolality31,32 (Fig. 4 and Supplementary Note 4).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [31] Eraly, S. A. et al. Multiple organic anion transporters contribute to net renal excretion of uric acid. Physiol. Genom. 33, 180–192 (2008). source
    • cites [32] Preitner, F. et al. Glut9 is a major regulator of urate homeostasis and its genetic inactivation induces hyperuricosuria and urate nephropathy. Proc. Natl Acad. Sci. USA 106, 15501–15506 (2009). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • Rests on an assumption: A gene loss that predates or coincides with the evolution of an adaptive phenotype and whose knockout phenotype resembles that phenotype likely contributed to the adaptation.
  • Interpretationcitation

    The loss of FAM3B may contribute to enhanced hepatic insulin sensitivity, as observed in FAM3B knockout mice.

    “The loss of FAM3B, encoding a cytokine that is co-secreted with insulin from pancreatic beta-cells39, may contribute to enhanced hepatic insulin sensitivity, as observed in FAM3B knockout mice40.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [39] Yang, J. et al. Mechanisms of glucose-induced secretion of pancreatic-derived factor (PANDER or FAM3B) in pancreatic beta-cells. Diabetes 54, 3217–3228 (2005). source
    • cites [40] Moak, S. L. et al. Enhanced glucose tolerance in pancreatic-derived factor (PANDER) knockout C57BL/6 mice. Dis. Models Mech. 7, 1307–1315 (2014). source
  • Interpretationcitation

    The "less is more" principle likely applies to the loss of genes involved in insulin signaling (FAM3B and FFAR3) and renal function (SLC22A12, SLC22A6, SLC2A9, and RHBG) in fruit bats.

    “This “less is more” principle56 likely applies to the loss of genes involved in insulin signaling (FAM3B and FFAR3) and renal function (SLC22A12, SLC22A6, SLC2A9, and RHBG) in fruit bats”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [56] Olson, M. V. When less is more: gene loss as an engine of evolutionary change. Am. J. Hum. Genet. 64, 18–23 (1999). source
  • Classified as probably not a substantial claim. 16
  • May combine two claims. 29
  • Classified as probably not a substantial claim.

    Premisecitation

    The pGLS approach takes the phylogenetic relatedness of the species as given by the phylogenetic tree into account.

    “This approach takes the phylogenetic relatedness of the species as given by the phylogenetic tree into account.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [9] Prudent, X., Parra, G., Schwede, P., Roscito, J. G. & Hiller, M. Controlling for phylogenetic relatedness and evolutionary rates improves the discovery of associations between species’ phenotypic and genomic differences. Mol. Biol. Evol. 33, 2135–2150 (2016). source
    • cites [45] Freckleton, R. P., Harvey, P. H. & Pagel, M. Phylogenetic analysis and comparative data: a test and review of evidence. Am. Nat. 160, 712–726 (2002). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In bacteria, gene loss is a frequent cause of adaptations to various environmental conditions.

    “In bacteria, laboratory selection experiments demonstrated that gene loss is a frequent cause of adaptations to various environmental conditions21.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [21] Hottes, A. K. et al. Bacterial adaptation through loss of function. PLoS Genet. 9, e1003617 (2013). source
  • May combine two claims.

    Premisecitation

    Hyperactivity of MMP12 in the lung can be induced by cigarette smoke in humans and reduces the elasticity of alveoli, which contributes to an incomplete emptying of the lung in chronic obstructive pulmonary disease patients.

    “Hyperactivity of MMP12 in the lung can be induced by cigarette smoke in humans and reduces the elasticity of alveoli, which contributes to an incomplete emptying of the lung in chronic obstructive pulmonary disease patients55.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [55] Houghton, A. M. Matrix metalloproteinases in destructive lung disease. Matrix Biol. 44-46, 167–174 (2015). source
  • Classified as probably not a substantial claim.

    Premisecitation

    N or C termini of proteins are generally less constrained in evolution.

    “since N or C termini of proteins are generally less constrained in evolution23,24”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [23] MacArthur, D. G. et al. A systematic survey of loss-of-function variants in human protein-coding genes. Science 335, 823–828 (2012). source

      In “Obtaining and filtering candidate LoF variants” (page unavailable), the paper reports greater tolerance of truncations near the 3′ end of coding sequences, which supports a narrower point about the C terminus. It also notes variants near the 5′ end but suggests that alternative-start-codon reinitiation may rescue them. It does not establish that both protein termini are generally less constrained in evolution. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [24] Sharma, V., Elghafari, A. & Hiller, M. Coding exon-structure aware realigner (CESAR) utilizes genome alignments for accurate comparative gene annotation. Nucleic Acids Res. 44, e103 (2016). source

      The Results section reports that frameshifts are enriched near protein N- and C-termini and says this suggests the termini are under less evolutionary constraint. The citing sentence presents that interpretation as a general fact, whereas the paper frames it as a suggestion from its observations. No page number is available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    AMPD3 encodes an erythrocyte-specific enzyme whose knockout in mice increases the erythrocyte ATP level by threefold.

    “AMPD3 encodes an erythrocyte-specific enzyme whose knockout in mice increases the erythrocyte ATP level by threefold28.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [28] O’Brien, W. G. 3rd, Berka, V., Tsai, A. L., Zhao, Z. & Lee, C. C. CD73 and AMPD3 deficiency enhance metabolic performance via erythrocyte ATP that decreases hemoglobin oxygen affinity. Sci. Rep. 5, 13147 (2015). source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationcitation

    Growing resources of well-characterized gene knockouts in mouse and other model organisms will further help to discover novel gene losses that are potential causes or consequences of phenotypic evolution.

    “Growing resources of well-characterized gene knockouts in mouse58 and other model organisms will further help to discover novel gene losses that are potential causes or consequences of phenotypic evolution.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [58] Dickinson, M. E. et al. High-throughput discovery of novel developmental phenotypes. Nature 537, 508–514 (2016). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The original forward genomics approach searches for genomic regions that have a higher nucleotide divergence in species that share an independently evolved phenotype.

    “While the original forward genomics approach searches for genomic regions that have a higher nucleotide divergence in species that share an independently evolved phenotype6,9”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [6] Hiller, M. et al. A “forward genomics” approach links genotype to phenotype using independent phenotypic losses among related species. Cell Rep. 2, 817–823 (2012). source
    • cites [9] Prudent, X., Parra, G., Schwede, P., Roscito, J. G. & Hiller, M. Controlling for phylogenetic relatedness and evolutionary rates improves the discovery of associations between species’ phenotypic and genomic differences. Mol. Biol. Evol. 33, 2135–2150 (2016). source
  • May combine two claims.

    Premisecitation

    Since ATP is an allosteric effector that stabilizes O2-unloaded hemoglobin in vertebrates, the loss of AMPD3 results in a reduced O2 affinity of hemoglobin.

    “Since ATP is an allosteric effector that stabilizes O2-unloaded hemoglobin in vertebrates, the loss of AMPD3 results in a reduced O2 affinity of hemoglobin28.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [28] O’Brien, W. G. 3rd, Berka, V., Tsai, A. L., Zhao, Z. & Lee, C. C. CD73 and AMPD3 deficiency enhance metabolic performance via erythrocyte ATP that decreases hemoglobin oxygen affinity. Sci. Rep. 5, 13147 (2015). source

      The Results section, “Modulation of hemoglobin’s oxygen saturation by ATP” (page unavailable), reports that AMPD3-deficient erythrocytes have higher ATP and a higher hemoglobin p50, consistent with reduced oxygen affinity. The Discussion (page unavailable) also describes ATP binding to hemoglobin, but our copy does not establish the more specific mechanism that ATP stabilizes oxygen-unloaded hemoglobin across vertebrates. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    DDB2 detects pyrimidine dimers caused by UV light and triggers nucleotide excision DNA repair.

    “DDB2 detects pyrimidine dimers caused by UV light and triggers nucleotide excision DNA repair47.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [47] Scrima, A. et al. Structural basis of UV DNA-damage recognition by the DDB1-DDB2 complex. Cell 135, 1213–1223 (2008). source

      The Summary and “The overall structure of the DDB1-DDB2 complex” identify DDB2 as an early detector of UV-induced pyrimidine dimers in global-genome nucleotide excision repair. But the latter section says XPC-RAD23B’s arrival triggers recruitment of the repair machinery; it does not establish that DDB2 itself triggers repair. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Previous studies that comprehensively discovered and characterized genes lost in humans and related primates were limited to the human genome or involved manual curation, which prevents a large-scale application to many other species.

    “Previous studies that comprehensively discovered and characterized genes that are lost in humans and related primates were limited to the human genome19 or involved manual curation13,22, which prevents a large-scale application to many other species.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [19] Wang, X., Grus, W. E. & Zhang, J. Gene losses during human origins. PLoS Biol. 4, e52 (2006). source

      The Results/Discussion section, “Identification of Human-Specific Pseudogenes” (page unavailable), describes a study that identified 67 human-specific pseudogenes through comparisons of human and chimpanzee sequences. The Materials and Methods section describes BLAT searches and gene-tree reconstruction, but our copy does not establish that this study involved manual curation or that manual curation prevented its application to many other species. The separate claim about work limited to the human genome is attached to a different citation. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [13] Zhang, Z. D., Frankish, A., Hunt, T., Harrow, J. & Gerstein, M. Identification and analysis of unitary pseudogenes: historic and contemporary gene losses in humans and other primates. Genome Biol. 11, R26 (2010). source

      The sections on S. meliloti phenotypes and phenotype switching (page unavailable) discuss bacterial bet hedging, not gene loss in humans or other primates. Searches for human-genome gene loss and manual curation found no passage addressing the claimed limits on large-scale application. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [22] Zhu, J. et al. Comparative genomics search for losses of long-established genes on the human lineage. PLoS Comput. Biol. 3, e247 (2007). source
  • May combine two claims.

    Findingown data

    Many of the reported genes have gene-inactivating mutations that are shared between two or more independently assembled species (such as four cetaceans or two fruit bats), which further supports that these gene-inactivating mutations are real.

    “Notably, many of the reported genes have gene-inactivating mutations that are shared between two or more independently assembled species (such as four cetaceans or two fruit bats), which further supports that these gene-inactivating mutations are real.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The loss of AMPD3 was detected, estimated to have happened soon after the sperm whale lineage split from other toothed whales.

    “We detected the loss of AMPD3, estimated to have happened soon after the sperm whale lineage split from other toothed whales (Supplementary Note 2, Supplementary Fig. 19, and Supplementary Table 5).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    MMP12 loss predates the split of the fully aquatic toothed and baleen whale lineages and happened early in the fully aquatic sirenia (manatee) lineage.

    “Supporting this, MMP12 loss predates the split of the fully aquatic toothed and baleen whale lineages and happened early in the fully aquatic sirenia (manatee) lineage (Supplementary Table 5).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    The study discovered the loss of MMP12, which provides the first insights into the molecular mechanism underlying a unique breathing adaptation.

    “In addition, we discovered the loss of MMP12 (Fig. 5, Supplementary Note 8, Supplementary Fig. 35, and Supplementary Table 8), which provides the first insights into the molecular mechanism underlying a unique breathing adaptation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The approach applied to 62 placental mammals uncovered many known gene losses as well as numerous novel ones.

    “We applied this approach to 62 placental mammals (Supplementary Table 2), which uncovered many known gene losses as well as numerous novel ones (Supplementary Table 3 and Supplementary Fig. 12).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The fruit bat diet poses the challenge of excreting excess dietary water while preserving scarce electrolytes, which bats address by producing a very dilute urine.

    “This diet poses the challenge of excreting excess dietary water while preserving scarce electrolytes, which bats address by producing a very dilute urine30.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [30] Arad, Z. & Korine, C. Effect of water restriction on energy and water balance and osmoregulation of the fruit bat Rousettus aegyptiacus. J. Comp. Physiol. B Biochem. Syst. Environ. Physiol. 163, 401–405 (1993). source
  • May combine two claims.

    Interpretationreasoning

    Several fruit bat-specific gene losses reveal new insights into the metabolism of fruit bats and suggest that gene loss could be a genetic mechanism involved in metabolic and physiological adaptations to a frugivorous diet.

    “In summary, several fruit bat-specific gene losses reveal new insights into the metabolism of fruit bats and suggest that gene loss could be a genetic mechanism involved in metabolic and physiological adaptations to a frugivorous diet.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    We applied the approach to a set of genes conserved between human and mouse/rat/dog/cow to test the error rate.

    “To test the error rate of the approach, we applied it to a set of genes that are conserved between human and mouse/rat/dog/cow.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Since the loss of these genes predated or coincided with the split of the cetacean ancestor, these gene losses could have contributed to the remodeling of the cetacean epidermis morphology.

    “Since the loss of these genes predated or coincided with the split of the cetacean ancestor (Supplementary Note 1, Supplementary Figs. 14–17, and Supplementary Table 5), these gene losses could have contributed to the remodeling of the cetacean epidermis morphology.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: A gene loss that predates or coincides with the evolution of an adaptive phenotype and whose knockout phenotype resembles that phenotype likely contributed to the adaptation.
  • May combine two claims.

    Premisecitation

    Crocodiles that can stay submerged for over an hour also show a reduced O2 affinity of hemoglobin; however, this reduction is mediated by bicarbonate ions (HCO3−) instead of ATP.

    “Remarkably, crocodiles that can stay submerged for over an hour also show a reduced O2 affinity of hemoglobin; however, this reduction is mediated by bicarbonate ions (HCO3−) instead of ATP29.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29] Komiyama, N. H., Miyazaki, G., Tame, J. & Nagai, K. Transplanting a unique allosteric effect from crocodile into human haemoglobin. Nature 373, 244–246 (1995). source
  • May combine two claims.

    Interpretationreasoning

    As the scales of armadillo and pangolin have different developmental origins, it is unlikely to find gene losses that play a causal role in scale formation; instead, forward genomics may identify genes that are lost as a consequence of scale evolution.

    “As the scales of these two species have different developmental origins (made of keratin in pangolins and bone in armadillos), it is unlikely to find gene losses that play a causal role in scale formation; instead, forward genomics may identify genes that are lost as a consequence of scale evolution, which could reveal unknown aspects related to body armor.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    Sperm whales routinely dive for 40-60 min to depths of >400 m.

    “which is one of the deepest and longest diving mammals that routinely dives for 40–60 min to depths of >400 m.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    If the loss of an existing (ancestral) gene would increase fitness by making a species better adapted to its environment, then gene loss is an easy solution to an evolutionary problem, because coding genes provide numerous positions for random mutations to inactivate them.

    “If the loss of an existing (ancestral) gene would increase fitness by making a species better adapted to its environment, then gene loss is an easy solution to an evolutionary problem, because coding genes provide numerous positions for random mutations to inactivate them.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    It is largely unknown whether gene loss could also play an important role for natural phenotypic adaptations in non-human mammals.

    “However, it is largely unknown whether gene loss could also play an important role for natural phenotypic adaptations in non-human mammals11.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [11] Albalat, R. & Canestro, C. Evolution by gene loss. Nat. Rev. Genet. 17, 379–391 (2016). source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Our study highlights the power of comparative genomics to reveal insights into the genomic basis of complex adaptive phenotypes.

    “Our study highlights the power of comparative genomics to reveal insights into the genomic basis of complex adaptive phenotypes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Loss of a gene in a query species requires that this gene should have been present in the common ancestor of human and query.

    “since loss of a gene in a query species requires that this gene should have been present in the common ancestor of human and query”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Fruit bats as dietary specialists might be limited in their ability to return to a generalist state by adapting to a different diet.

    “fruit bats as dietary specialists might be limited in their ability to return to a generalist state by adapting to a different diet”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    We employed additional filters to exclude cases where exon-intron structures of conserved genes have changed in evolution.

    “we employed additional filters to exclude cases where exon–intron structures of conserved genes have changed in evolution.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    The concept of adaptation by gene loss has great potential to uncover the molecular mechanisms underlying the evolution of a wide range of adaptive phenotypes, which will deepen our understanding of how nature's fascinating phenotypic diversity has evolved.

    “Hence, the concept of adaptation by gene loss has great potential to uncover the molecular mechanisms underlying the evolution of a wide range of adaptive phenotypes, which will deepen our understanding of how nature’s fascinating phenotypic diversity has evolved.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Mutations in human and mouse DDB2 compromise DNA repair and cause xeroderma pigmentosum, a disease characterized by hypersensitivity to sunlight.

    “Mutations in human and mouse DDB2 compromise DNA repair and cause xeroderma pigmentosum48, a disease characterized by hypersensitivity to sunlight.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [48] Rapic-Otrin, V. et al. True XP group E patients have a defective UV-damaged DNA binding protein complex and mutations in DDB2 which reveal the functional domains of its p48 product. Hum. Mol. Genet. 12, 1507–1522 (2003). source
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    We employed a series of filters to exclude potential artifacts that can mimic real gene-inactivating mutations.

    “To exclude potential artifacts that can mimic real gene-inactivating mutations, we employed a series of filters.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Several gene losses may have contributed to or are a consequence of different types of adaptations in different mammalian lineages, suggesting that gene losses play an integral role in phenotypic evolution in mammals.

    “Overall, our analysis shows that several gene losses may have contributed to or are a consequence of different types (morphological, physiological, and metabolic) of adaptations in different mammalian lineages, suggesting that gene losses play an integral role in phenotypic evolution in mammals.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The loss of AMPD3 and BCO1 in sperm whales suggest that gene losses can be both causally involved in adaptations and can be a consequence of relaxed selection after adaptations.

    “Together, the loss of AMPD3 and BCO1 in sperm whales suggest that gene losses can be both causally involved in adaptations and can be a consequence of relaxed selection after adaptations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Explosive exhalation allows cetaceans and manatees to renew ~90% of the air in a single breath, and is advantageous for fully aquatic mammals by clearing the blowhole/nostrils before inhaling and by minimizing time at the surface, where wave drag slows swimming.

    “The so-called “explosive exhalation” allows cetaceans and manatees to renew ~90% of the air in a single breath51, and is advantageous for fully aquatic mammals by clearing the blowhole/nostrils before inhaling and by minimizing time at the surface, where wave drag slows swimming52.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [51] Berta, A., Sumich, J. L., Kovacs, K. M., Folkens, P. A. & Adam, P. J. in Marine Mammals 2nd edn 237–269 (Academic Press, San Diego, 2006). source
    • cites [52] Kooyman, G. L. & Cornell, L. H. Flow properties of expiration and inspiration in a trained bottle-nosed porpoise. Physiol. Zool. 54, 55–61 (1981). source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationnone given

    Our approach has broad applicability to generate high-quality gene loss catalogs for the forthcoming "flood of genomes", of both mammals and other species.

    “Our approach has broad applicability to generate high-quality gene loss catalogs for the forthcoming “flood of genomes”, of both mammals and other species.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The study reveals a number of previously unknown gene losses that are likely a consequence of adaptations or may contribute to adaptations that evolved in individual or even in multiple mammalian lineages.

    “This reveals a number of previously unknown gene losses that are likely a consequence of adaptations or may contribute to adaptations that evolved in individual or even in multiple mammalian lineages.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    Sperm whales feed predominantly on squid that contain no or very little beta-carotene, but are rich in vitamin A.

    “Sperm whales feed predominantly on squid that contain no or very little beta-carotene, but are rich in vitamin A.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The "use it or lose it" principle could explain the loss of enzymes whose substrate is scarcely available (sperm whale BCO1), the loss of genes involved in fat digestion in species with a fat-poor diet (fruit bat MOGAT2 and FABP6), and the loss of the amelogenesis-involved ACP4 in enamel-less species.

    “This “use it or lose it” principle could explain the loss of enzymes whose substrate is scarcely available (sperm whale BCO1), the loss of genes involved in fat digestion in species with a fat-poor diet (fruit bat MOGAT2 and FABP6), and the loss of the amelogenesis-involved ACP4 in enamel-less species.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    Together, these measures avoid assembly and alignment issues, and address evolutionary exon-intron structure changes in genes that are conserved.

    “Together, these measures avoid assembly and alignment issues, and address evolutionary exon–intron structure changes in genes that are conserved.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    The presented gene loss-based forward genomics approach can be applied to detect new associations between gene losses and convergent phenotypes.

    “The presented gene loss-based forward genomics approach can be applied to detect new associations between gene losses and convergent phenotypes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Evolutionary gene losses are not only a consequence, but may also be causally involved in phenotypic adaptations.

    “In this study, we showed that evolutionary gene losses are not only a consequence, but may also be causally involved in phenotypic adaptations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    DDB2 loss in pangolin most likely happened after the evolution of scales, which suggests that DDB2 loss is a consequence of body armor evolution in that lineage.

    “While DDB2 loss in armadillo, a lineage where the timing of scale evolution is not well understood, appears to be relatively old, the gene loss in pangolin most likely happened after the evolution of scales49 (Supplementary Table 5), which suggests that DDB2 loss is a consequence of body armor evolution in that lineage.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [49] von Koenigswald, W., Richter, G. & Storch, G. Nachweis von Hornschuppen bei Eomanis waldi aus der “Grube Messe!” bei Darmstadt (Mammalia, Pholidota). Senckenberg. lethaea 61, 291–298 (1981).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • Rests on an assumption: The timing of gene loss relative to the evolution of an adaptive phenotype can distinguish whether the loss contributed to or was a consequence of the adaptation.
  • May combine two claims.

    Interpretationown data

    The cetacean-specific loss of ALOXE3 happened after the split of the baleen and toothed whale lineage and is thus presumably a consequence of epidermal adaptations in these lineages.

    “The cetacean-specific loss of ALOXE3, an atypical lipoxygenase that is important for skin barrier function, happened after the split of the baleen and toothed whale lineage (Supplementary Fig. 18 and Supplementary Table 5) and is thus presumably a consequence of epidermal adaptations in these lineages”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The timing of gene loss relative to the evolution of an adaptive phenotype can distinguish whether the loss contributed to or was a consequence of the adaptation.
  • May combine two claims.

    Interpretationown data

    The study discovered a number of previously unknown gene losses, some of which may have contributed to morphological, physiological, and metabolic adaptations in mammals, while others are likely a consequence of adaptive evolution.

    “By making use of existing gene knockouts in mouse or loss-of-function mutations in human individuals and by dating gene loss events, we discovered a number of previously unknown gene losses (Supplementary Fig. 13 and Supplementary Table 4), some of which may have contributed to morphological, physiological, and metabolic adaptations in mammals, while others are likely a consequence of adaptive ev”
    Quote in the paperSubstantial claim
    • Rests on an assumption: A gene loss that predates or coincides with the evolution of an adaptive phenotype and whose knockout phenotype resembles that phenotype likely contributed to the adaptation.
    • Rests on an assumption: The timing of gene loss relative to the evolution of an adaptive phenotype can distinguish whether the loss contributed to or was a consequence of the adaptation.
44 of 44
  • The paper relies on this without support.

    A gene loss that predates or coincides with the evolution of an adaptive phenotype and whose knockout phenotype resembles that phenotype likely contributed to the adaptation.

    “If a gene loss event contributed to an adaptation, we expect that loss-of-function mutations introduced in a related model organism result in phenotypes that are highly similar to the naturally occurring adaptive phenotype and that the age of the gene loss coincides with a period during which this adaptation evolved.”
  • The paper relies on this without support.

    Mouse knockout phenotypes for a gene reflect the phenotypic consequences of its loss in the natural species.

    “Mice in which GSDMA, DSG4, or DSC1 are knocked out exhibit key aspects of the cetacean skin morphology, in particular a thicker epidermis and loss of hair.”
  • The paper relies on this without support.

    The timing of gene loss relative to the evolution of an adaptive phenotype can distinguish whether the loss contributed to or was a consequence of the adaptation.

    “Based on the following rationale, we distinguished between gene losses that may have contributed to an adaptation and those that are likely a consequence of the evolution of an adaptive phenotype.”
  • The paper relies on this without support.

    Big insertions or deletions (indels) are rare in conserved genes.

    “Since big insertions or deletions (indels) are rare in conserved genes, we also considered frame-preserving indels longer than 50 bp as an inactivating mutation.”
  • The authors state this as an assumption.

    A gene evolved under a selective pressure similar to that in other species until it was inactivated.

    “this approach makes the assumption that a gene evolved under a selective pressure similar to that in other species until it was inactivated.”
  • The authors state this as an assumption.

    After the loss, the gene evolves neutrally and accumulates synonymous and non-synonymous mutations at an equal rate.

    “After the loss, the gene is assumed to evolve neutrally and should accumulate synonymous and non-synonymous mutations at an equal rate.”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Distinguishing orthologs and paralogs is a fundamental problem in evolutionary and molecular biology and a prerequisite for many genomic analyses.

    “Distinguishing orthologs and paralogs is a fundamental problem in evolutionary and molecular biology (1) and a prerequisite for many genomic analyses, including reconstructing phylogenetic trees, predicting gene function, investigating molecular and genome evolution, and discovering differences in genes that underlie phenotypes of the sequenced species (2–6).”
  • Mutations in a single exon of an otherwise-conserved gene are not sufficient to infer gene loss.

    “The latter requirement is motivated by previous observations that mutations in a single exon of an otherwise-conserved gene are not sufficient to infer gene loss (5).”
  • Assembly gaps result in missing parts of the CDS and individual exons can get lost in otherwise clearly conserved genes.

    “Transcript classification is not a straightforward problem, as assembly gaps result in missing parts of the CDS and individual exons can get lost in otherwise clearly conserved genes, as shown in previous work (5).”

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. von Koenigswald, W., Richter, G. & Storch, G. Nachweis von Hornschuppen bei Eomanis waldi aus der “Grube Messe!” bei Darmstadt (Mammalia, Pholidota). Senckenberg. lethaea 61, 291–298 (1981).

Cited by

Sorted by citations

Authors
Sharma, V., Hecker, N., Roscito, J. G., Foerster, L., Langer, B. E., & Hiller, M.
Affiliations
Max Planck Institute for the Physics of Complex Systems (DE)
Corresponding author
Hiller, Michael
Venue
Nature Communications
Published
2018-03-23
Volume
9
Issue
1
Pages
1215-1215
ISSN
2041-1723 (ISSN-L)
OpenAlex
W2790517927
Cited by
237
References
74
Citations by year
2026: 13 · 2025: 20 · 2024: 32 · 2023: 27 · 2022: 33 · 2021: 43 · 2020: 25 · 2019: 32 · 2018: 10 · 2014: 1
FWCI
9.78
Type
journal article
Language
en
Open access
Locations
  • Nature Communications (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Max Planck Digital Library (submittedVersion)
  • MPG.PuRe (Max Planck Society) (submittedVersion)
Funders
  • Deutsche Forschungsgemeinschaft (HI 1423/3-1)
  • Max-Planck-Gesellschaft (SAW-2016-SGN-2)
  • Max-Planck-Institut für Physik Komplexer Systeme
  • Leibniz-Gemeinschaft (SAW‐2016‐SGN‐2)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
  • Physical Sciences › Earth and Planetary Sciences › Paleontology › Evolution and Paleontology Studies
  • Life Sciences › Agricultural and Biological Sciences › Plant Science › Chromosomal and Genetic Variations
Keywords
gene loss, adaptive evolution, mammalian evolution, aquatic mammals, flying mammals, relaxed selection, phenotypic adaptation, morphological adaptation, metabolic adaptation, protein-coding genes, macroevolution
MeSH terms
Adaptation, Physiological, Animals, Cattle, Cetacea, Chiroptera, Dogs, Epidermis, Biological Evolution, Mutation, Phenotype, Phylogeny, Species Specificity, Genome, Evolution, Molecular, Genomics, Biodiversity, Sperm Whale, Mice, Rats

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-02.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-02.

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