Population genomics reveal recent speciation and rapid evolutionary adaptation in polar bears
Open accessAbstract
SUMMARY Polar bears are uniquely adapted to life in the High Arctic and have undergone drastic physiological changes in response to Arctic climates and a hyperlipid diet of primarily marine mammal prey. We analyzed 89 complete genomes of polar bear and brown bear using population genomic modeling and show that the species diverged only 479–343 thousand years BP. We find that genes on the polar bear lineage have been under stronger positive selection than in brown bears; nine of the top 16 genes under strong positive selection are associated with cardiomyopathy and vascular disease, implying important reorganization of the cardio-vascular system. One of the genes showing the strongest evidence of selection, APOB, encodes the primary lipoprotein component of low-density lipoprotein (LDL); functional mutations in APOB may explain how polar bears are able to cope with life-long elevated LDL levels that are associated with high risk of heart disease in humans.
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Written from the paper’s full text.
TL;DR
Population genomic analysis of 89 polar bear and brown bear genomes estimates that the species diverged only 479–343 thousand years ago and finds stronger positive selection on the polar bear lineage, especially in cardiovascular, lipid-metabolism, and pigmentation genes. The authors argue that polar bears rapidly adapted to a hyperlipid marine diet and Arctic life, with APOB and other cardiomyopathy/vascular genes as key candidates.
Key findings
- Polar bears and brown bears diverged c. 479–343 kya, a much more recent estimate than some prior genomic studies; the authors conclude polar bears likely emerged closer to the lower bound because genotyping errors inflate divergence-time estimates.
- Polar bears have smaller long-term effective population sizes and fewer private SNPs (2.6 million) than brown bears (7.7 million), with slower linkage disequilibrium decay.
- Gene flow was inferred mainly from polar bears into North American brown bears after divergence, with an estimated migration rate of 0.0018% genetic replacement per generation; admixture blocks were at most 1.1 Mbp, suggesting an old event.
- Nine of the top 16 genes under strong positive selection in polar bears are related to heart function in humans, including APOB; APOB had a fixed-to-polymorphic mutation ratio of 1:2 in polar bears versus 1:162 in brown bears, an 80-fold reduction, and nine fixed missense mutations in polar bears, five clustering in the N-terminal βα1 domain (binomial p = 0.029).
- Two pigmentation candidate genes, LYST and AIM1, showed strong positive selection; LYST contained seven polar bear-specific missense substitutions versus one in brown bear.
Methods
- The study deep-sequenced and de novo assembled a polar bear reference genome at 101X, then resequenced 18 polar bears and 10 brown bears at ~22X and an additional 61 polar bears at ~3.5X, totaling 89 complete genomes.
- Joint demographic history and divergence time were inferred using an identity-by-state (IBS) tract method and ∂a∂i, both incorporating past population size changes; gene flow was assessed with IBS tracts, ∂a∂i, and D statistics/ABBA-BABA.
- Selection scans analyzed coding regions of 19,822 genes with the giant panda as outgroup, using a homogeneity test, Hudson-Aguade-Kreitman test, Fst estimation, and a method accounting for genotype-call uncertainty; candidate genes were then subjected to enrichment analyses.
Limitations
- The paper states it could not confidently estimate the timing of the polar bear bottleneck or confidently infer when admixture took place; the IBS tract method has limited power to detect migration very close to divergence.
- The paper notes limited brown bear sampling and that none of the brown bear samples came from regions where polar and brown bears are currently sympatric, where recently admixed individuals would be most likely.
- The paper states that a lack of appropriate functional studies prevented direct identification of causal variants, so functional impact was assessed by computational prediction.
- The text also makes evident that selection analyses used ranked outlier lists rather than simulation-based p-values from specific demographic models, and that variation in sample size and effective population size may only partly explain the stronger selection signal in polar bears.
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Claims the paper makes
0 of 31 cited sources checked · 0 supported · 0 flagged
- Findingown data
Nine of the top 16 genes under strong positive selection are associated with cardiomyopathy and vascular disease.
“nine of the top 16 genes under strong positive selection are associated with cardiomyopathy and vascular disease”
Quote in the paperSubstantial claim - Findingown data
Genes on the polar bear lineage have been under stronger positive selection than in brown bears.
“We find that genes on the polar bear lineage have been under stronger positive selection than in brown bears;”
- Also stated in: § Genes under positive selection in polar bears · hedged
“In general, we also find evidence of more positive selection acting on the polar bear lineage than on the brown bear lineage.”
Quote in the paperSubstantial claim - Also stated in: § Genes under positive selection in polar bears · hedged
- Findingown data
Prior to divergence, there was a 10-fold decline in the global joint ancestral population.
“Prior to divergence, we find a 10-fold decline in the global joint ancestral population (Table S3).”
Quote in the paperNot a substantial claim - Findingown data
Polar bears declined in population size after the split from brown bears.
“Polar bears declined in population size after the split from brown bears, although we were unable to confidently estimate the timing of the bottleneck.”
Quote in the paperSubstantial claim - Findingown data
Polar bears and brown bears diverged only about 479-343 thousand years ago.
“We analyzed 89 complete genomes of polar bear and brown bear using population genomic modeling and show that the species diverged only 479–343 thousand years BP.”
- Also stated in: § The age of the polar bear as a species · hedged
“Both approaches indicated that the two species diverged only c. 479–343 kya (Fig. 2A, Table S3).”
Quote in the paperSubstantial claim - Also stated in: § The age of the polar bear as a species · hedged
- Findingown data
Polar bears have smaller long-term effective population sizes than brown bears.
“We find evidence of smaller long-term effective population sizes in polar bears than in brown bears (Fig. 2A).”
Quote in the paperSubstantial claim - Findingown data
Gene flow from polar bears to North American brown bears explained the data better than the reverse scenario.
“finding that gene flow from polar bears to North American brown bears explained the data better than the reverse scenario (Figs 2B, S4B, Table S3).”
Quote in the paperSubstantial claim - Findingown data
There is no signal of polar bear admixture in the ABC06 brown bear individual.
“However, we find no signal of polar bear admixture in ABC06, which clustered with the Glacier National Park individual from Montana in the principal component analysis (Fig. S3D).”
Quote in the paperNot a substantial claim - Findingown data
There is evidence of gene flow between polar bears and all brown bear populations.
“We find evidence of gene flow between polar bears and all brown bear populations”
Quote in the paperSubstantial claim - Findingown data
There is no evidence of polar bear admixture in the Glacier National Park individual.
“We do not find evidence of polar bear admixture in the Glacier NP individual either, the mitochondrial genome of which clustered with European brown bears (Fig. S2C).”
Quote in the paperNot a substantial claim - Findingown data
The estimated migration rate from polar bears to North American brown bears is 0.0018% genetic replacement per generation.
“we estimate a migration rate of 0.0018% genetic replacement per generation.”
Quote in the paperSubstantial claim - Findingown data
A simple isolation-with-migration model yielded an older divergence date in the range of 1.6-0.8 Mya.
“The procedure yielded an older divergence date in the range of 1.6–0.8 Mya (Table S3).”
Quote in the paperSubstantial claim - Findingown data
Based on the IBS tract method, there is strong evidence of continuous gene flow from polar bears into North American brown bears after the species diverged.
“Based on the IBS tract method, we find strong evidence of continuous gene flow from polar bears into North American brown bears after the species diverged (Fig. 2A, Table S3).”
Quote in the paperSubstantial claim - Findingown data
The complex model with a more recent divergence time estimate was a better fit to the empirical data.
“we found that our complex model with a more recent divergence time estimate was a better fit to our empirical data (Fig. 2B, C).”
Quote in the paperSubstantial claim - Findingown data
The longest introgressed blocks between species were a maximum of 1.1 Mbp in length.
“we find that the longest blocks were a maximum of 1.1 Mbp length.”
Quote in the paperSubstantial claim - Findingown data
The enrichment categories of the top candidate genes under positive selection are associated with sarcomere organization, blood coagulation, heart development and adipose tissue development.
“are associated with sarcomere organization, blood coagulation, heart development and adipose tissue development (Fig. 3, Extended Experimental Procedures Section Positive Selection).”
Quote in the paperSubstantial claim - Findingnone given
Brown bear has no fixed APOB mutations compared to the giant panda genome.
“which has no fixed APOB mutations compared to the giant panda genome”
Quote in the paperSubstantial claim - Findingown data
Polar bears had markedly higher values in the distribution of the homogeneity test compared to brown bears.
“Polar bears had markedly higher values in the distribution of our primary test score, the homogeneity test, compared to brown bears (Fig. 4A).”
Quote in the paperSubstantial claim - Findingown data
APOB was a top gene in the selection scan.
“A top gene in our selection scan was APOB (Table 1)”
Quote in the paperSubstantial claim - Findingown data
Polar bear has nine fixed missense mutations in APOB.
“we find nine fixed missense mutations in the polar bear (Fig. 5A).”
Quote in the paperSubstantial claim - Findingown data
Nine out of the top 16 genes showing the strongest evidence of positive selection in polar bears are directly related to heart function in humans.
“We find that nine out of the top 16 genes showing the strongest evidence of positive selection in polar bears are directly related to heart function in humans (Table 1).”
Quote in the paperSubstantial claim - Findingown data
In brown bears, no significant enrichment categories are found for the top 20 candidate genes under selection.
“In brown bears, we do not find significant enrichment categories for the top 20 candidate genes under selection.”
Quote in the paperSubstantial claim - Findingown data
A large proportion, about 50%, of polar bear-specific substitutions in top-20 genes under positive selection were predicted to be functionally damaging.
“a large proportion (c. 50%) of mutations were predicted to be functionally damaging (Fig. 4C, D, Table S7).”
Quote in the paperNot a substantial claim - Findingown data
Strong positive selection was found in two candidate genes associated with pigmentation, LYST and AIM1.
“We find evidence of strong positive selection in two candidate genes associated with pigmentation, LYST and AIM1 (Table 1).”
Quote in the paperSubstantial claim- Rests on an assumption: A white phenotype is usually selected against in natural environments, but is common in the Arctic, where it likely confers a selective advantage.
- Findingown data
One of these, a glutamine to histidine change within a conserved WD40-repeat containing domain, is predicted to significantly affect protein function.
“One of these, a glutamine to histidine change within a conserved WD40-repeat containing domain, is predicted to significantly affect protein function (Fig. 5B, Table S7).”
Quote in the paperNot a substantial claim - Interpretationreasoning
The association of top selected genes with cardiomyopathy and vascular disease implies important reorganization of the cardio-vascular system.
“implying important reorganization of the cardio-vascular system.”
Quote in the paperSubstantial claim - Interpretationreasoning
The polar bear likely emerged closer to the lower bound of the 479-343 kya divergence estimate.
“we can conclude that the polar bear likely emerged closer to the lower bound of our estimate.”
Quote in the paperSubstantial claim - Interpretationreasoning
Functional mutations in APOB may explain how polar bears are able to cope with life-long elevated LDL levels that are associated with high risk of heart disease in humans.
“functional mutations in APOB may explain how polar bears are able to cope with life-long elevated LDL levels that are associated with high risk of heart disease in humans.”
Quote in the paperSubstantial claim - Interpretationreasoning
The timing of polar bear origin coincides with Marine Isotope Stage (MIS) 11.
“The timing of polar bear origin coincides with Marine Isotope Stage (MIS) 11.”
Quote in the paperSubstantial claim - Interpretationreasoning
Gene flow continued between polar bears and ABC brown bears after the brown bear populations diverged.
“suggesting gene flow continued between polar bears and ABC brown bears also after the brown bear populations diverged.”
Quote in the paperSubstantial claim - Interpretationown data
Models that do not account for past population size changes have the potential to overestimate divergence times.
“suggesting that models that do not account for past population size changes have the potential to overestimate divergence times (e.g. Hailer et al., 2012; Miller et al., 2012).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationown data
The major direction of introgression has historically been from polar bears into North American brown bears.
“These results suggest that the major direction of introgression has historically been from polar bears into North American brown bears, in agreement with (Cahill et al., 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cahill et al., 2013 source
Not checked in the free run.
- Interpretationreasoning
Some gene flow took place prior to the divergence of the brown bear populations.
“suggesting that some gene flow took place prior to the divergence of the brown bear populations (Table S5).”
Quote in the paperSubstantial claim - Premisecitation
Stable isotope analysis of an ancient jawbone from Svalbard indicates that polar bears were adapted to a marine diet and life in the high Arctic by at least 110 kya.
“stable isotope analysis of an ancient jawbone from Svalbard that indicates that polar bears were adapted to a marine diet and life in the high Arctic by at least 110 kya (Lindqvist et al., 2010)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lindqvist et al., 2010 source
Not checked in the free run.
- Interpretationown data
The patterns in ABC06 reflect migration between Admiralty Island and mainland US.
“The patterns in ABC06 reflect migration between the Admiralty Island and mainland US, in agreement with previous inferences based on nuclear microsatellites (Paetkau et al., 1999).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Paetkau et al., 1999 source
Not checked in the free run.
- Interpretationown data
The extreme signal of APOB selection implies an important role for this protein in the physiological adaptations of the polar bear.
“The extreme signal of APOB selection implies an important role for this protein in the physiological adaptations of the polar bear.”
Quote in the paperSubstantial claim - Interpretationreasoning
The distinct adaptations of polar bears may have evolved in less than 20,500 generations.
“the distinct adaptations of polar bears may have evolved in less than 20,500 generations”
Quote in the paperSubstantial claim- The authors state this as an assumption: The average generation time of polar bears is 11.35 years.
- Interpretationreasoning
The shift to a diet consisting predominantly of fatty acids in polar bears induced adaptive changes in APOB, enabling the species to cope with high fatty acid intake by contributing to effective clearance of cholesterol from the blood.
“We suggest that the shift to a diet consisting predominantly of fatty acids in polar bears induced adaptive changes in APOB, which enabled the species to cope with high fatty acid intake by contributing to the effective clearance of cholesterol from the blood.”
Quote in the paperSubstantial claim- Rests on an assumption: The N-terminal βα1 domain of APOB encodes the surface region and contains the majority of functional domains for lipid transport.
- Premisecitation
Cholesterol levels in blood plasma of polar bears are extreme.
“Cholesterol levels in blood plasma of polar bears are extreme (e.g. Ormbostad, 2012);”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ormbostad, 2012
Not checked in the free run.
- Interpretationown data
The higher homogeneity test values in polar bears may only in part be explained by variation in sample size and effective population size.
“These patterns may only in part be explained by variation in sample size and effective population size (Fig. 4B).”
Quote in the paperSubstantial claim - Premisecitation
Mutations in all nine of these genes, including APOB, are associated with either atherosclerosis or cardiomyopathy in humans and other mammalian model organisms.
“Mutations in all nine genes, including APOB, are associated with either atherosclerosis or cardiomyopathy in humans and other mammalian model organisms.”
Quote in the paperSubstantial claim - Interpretationcitation
Changes in behavior, including long distance swimming, may also have imposed selection on other aspects of the cardio-vascular system, including cardiac morphology.
“Changes in behavior, including long distance swimming (Pagano et al., 2012), may also have imposed selection on other aspects of the cardio-vascular system, including cardiac morphology.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pagano et al., 2012 source
Not checked in the free run.
- Premisecitation
Knockout of ALPK3 in mice shows both hypertrophic and dilated forms of cardiomyopathy.
“ALPK3 encodes a kinase and plays a role in cardiomyocyte differentiation; knockout genes in mice show both hypertrophic and dilated forms of cardiomyopathy (Van Sligtenhorst et al., 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Van Sligtenhorst et al., 2012 source
Not checked in the free run.
- Interpretationreasoning
All these protein-coding changes, possibly aided by regulatory mutations or interactions with other genes, dramatically suppress melanin production and transport, causing the lack of pigment in polar bear fur.
“We predict that all these protein-coding changes, possibly aided by regulatory mutations or interactions with other genes, dramatically suppress melanin production and transport, causing the lack of pigment in polar bear fur.”
Quote in the paperSubstantial claim- Rests on an assumption: The white fur is caused by a lack of pigment in the hair.
- Rests on an assumption: LYST encodes the lysosomal trafficking regulator Lyst.
- May combine two claims. 20
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 23
May combine two claims.
Findingown dataThe population size decrease in polar bears was either of greater magnitude or of longer duration than in brown bears.
“both the IBS tract method and ∂a∂i indicate that the population size decrease in polar bears was either of a greater magnitude or of a longer duration than in brown bears”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataPolar bears show a slower rate of linkage disequilibrium decay than brown bears.
“we find a slower rate of LD decay in polar bears (Fig. S3A).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe number of private SNPs in polar bears is 2.6 million, about one third of the 7.7 million in brown bears.
“the number of private SNPs in polar bears (2.6 million, Fig. S1B) is about one third of that in brown bears (7.7 million, Fig. S1C).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere is evidence of recent migration between brown bear populations.
“In addition, we find evidence of recent migration between brown bear populations.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUsing ∂a∂i, non-zero migration is observed in both directions, but the migration rate is substantially higher in the polar-to-brown bear direction.
“we observe non-zero migration in both directions, but infer a substantially higher migration rate in the polar-to-brown bear direction (Table S3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe strongest evidence of gene flow between polar bears and brown bears is with ABC Islands brown bears, and the weakest is with North American and Fennoscandian brown bear populations.
“The strongest evidence is found with brown bears from the ABC Islands and the weakest with brown bear populations from North America and Fennoscandia”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAPOB is ranked second using the homogeneity test score and has an Fst ranking in the top 3% of the empirical distribution.
“The gene is ranked second using our homogeneity test score, has an Fst ranking in the top 3% of the empirical distribution”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe ratio of fixed-to-polymorphic mutations in the polar bear APOB lineage is 1:2, compared with 1:162 in the brown bear lineage, an 80-fold reduction.
“the ratio of fixed-to-polymorphic mutations in the polar bear lineage is 1:2, compared with 1:162 in the brown bear lineage—an 80-fold reduction.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFive of the nine fixed missense mutations cluster within the N-terminal βα1 domain of APOB, although the region comprises only 22% of the protein (binomial test p-value = 0.029).
“Five of the nine cluster within the N-terminal βα1 domain of the APOB gene, although the region comprises only 22% of the protein (binomial test p-value = 0.029).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThree polar bear changes in LYST are located in proximity to the N-terminal structural domain, and map close to human mutations associated with Chediak-Higashi syndrome, a hair and eyes depigmentation disease.
“Three polar bear changes in LYST are located in proximity to the N-terminal structural domain, and map close to human mutations associated with Chediak-Higashi syndrome, a hair and eyes depigmentation disease (Fig. 5C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA majority of the top genes under positive selection in polar bears have functions related to the cardiovascular system and most of them to cardiomyopathy.
“We find it remarkable that a majority of the top genes under positive selection in polar bears have functions related to the cardiovascular system and most of them to cardiomyopathy, in particular when considering their divergence from brown bears no more than c. 479–343 kya.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLYST contains seven polar bear-specific missense substitutions, in contrast to only one in brown bear.
“LYST contains seven polar bear-specific missense substitutions, in contrast to only one in brown bear.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationAPOB encodes the primary lipoprotein component of low-density lipoprotein (LDL).
“One of the genes showing the strongest evidence of selection, APOB, encodes the primary lipoprotein component of low-density lipoprotein (LDL);”
- Also stated in: § Genes associated with adipose tissue development and fatty acid metabolism · plain
“which produces apolipoprotein B (apoB), the primary lipid-binding protein of chylomicrons and low-density lipoproteins (LDL) (Whitfield et al., 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Whitfield et al., 2004 source
Not checked in the free run.
- Also stated in: § Genes associated with adipose tissue development and fatty acid metabolism · plain
May combine two claims.
Interpretationown dataAdmixture between polar bears and brown bears was an old event, with enough time having passed for recombination to break up long introgressed DNA stretches.
“Hence the limited length of admixture blocks supports the hypothesis that admixture was an old event, and that enough time has passed for recombination to break up the long stretches of introgressed DNA.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationApoB enables the transport of fat molecules in blood plasma and lymph and acts as a ligand for LDL receptors, facilitating movement of molecules such as cholesterol into cells.
“ApoB enables the transport of fat molecules in blood plasma and lymph and acts as a ligand for LDL receptors, facilitating the movement of molecules such as cholesterol into cells (Benn, 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Benn, 2009 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn humans, elevated cholesterol levels are a major risk factor for the development of cardiovascular disease.
“in humans, elevated cholesterol levels are a major risk factor for the development of cardiovascular disease (Cannon et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cannon et al., 2010 source
Not checked in the free run.
May combine two claims.
Interpretationown dataThe data support a scenario of polar bears evolving rapidly and being under strong positive selection following divergence from brown bears.
“Overall, our data support a scenario of polar bears evolving rapidly and being under strong positive selection following the divergence from brown bears.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn humans and mice, genetic APOB variants associated with increased levels of apoB are also associated with unusually high plasma concentrations of cholesterol and LDL, which contribute to hypercholesterolemia and heart disease in humans.
“In humans and mice, genetic APOB variants associated with increased levels of apoB are also associated with unusually high plasma concentrations of cholesterol and LDL, which in turn contribute to hypercholesterolemia and heart disease in humans (Benn, 2009; Hegele, 2009).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAPOB produces apolipoprotein B (apoB), the primary lipid-binding protein of chylomicrons and low-density lipoproteins (LDL).
“which produces apolipoprotein B (apoB), the primary lipid-binding protein of chylomicrons and low-density lipoproteins (LDL) (Whitfield et al., 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Whitfield et al., 2004 source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationMutations in TTN are associated with familial dilated cardiomyopathy in humans.
“mutations in TTN are associated with familial dilated cardiomyopathy (Herman et al., 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Herman et al., 2012 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationXIRP1 is associated with the development of cardiac muscle cells.
“XIRP1, also known as Cardiomyopathy-associated protein 1, is associated with the development of cardiac muscle cells (van der Ven et al., 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites van der Ven et al., 2006 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningPotentially important re-organization of the cardiovascular system has taken place in polar bears since their divergence from brown bears, which may be related to polar bear ecology.
“Based on this evidence, we argue that potentially important re-organization of the cardiovascular system has taken place in polar bears since their divergence from brown bears, which may be related to polar bear ecology.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationALPK3 plays a role in cardiomyocyte differentiation.
“ALPK3 encodes a kinase and plays a role in cardiomyocyte differentiation; knockout genes in mice show both hypertrophic and dilated forms of cardiomyopathy (Van Sligtenhorst et al., 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Van Sligtenhorst et al., 2012 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCUL7 plays a role in vascular morphogenesis.
“CUL7 plays a role in vascular morphogenesis (Arai et al., 2003).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Arai et al., 2003 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEHD3 plays a role in endocytic transport.
“EHD3 encodes a class of cardiac trafficking proteins and plays a role in endocytic transport (Galperin et al., 2002).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Galperin et al., 2002 source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationDefects in VCL are associated with dilated cardiomyopathy in humans.
“Defects in VCL are associated with dilated cardiomyopathy in humans (Olson et al., 2002).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Olson et al., 2002 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMelanosomes, where melanin production occurs, are lysosome-related organelles and have been implicated in the progression of disease associated with Lyst mutation in mice.
“Melanosomes, where melanin production occurs, are lysosome-related organelles and have been implicated in the progression of disease associated with Lyst mutation in mice (Trantow et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Trantow et al., 2010 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationRegulation of EHD3 plays a role in a molecular pathway related to heart failure.
“Regulation of EHD3 plays a role in a molecular pathway related to heart failure (Gudmundsson et al., 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gudmundsson et al., 2012 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationABCC6 is associated with premature atherosclerosis.
“ABCC6 is associated with transport of molecules across membranes and is associated with premature atherosclerosis (Trip et al., 2002)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Trip et al., 2002 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationChronically elevated serum cholesterol, particularly LDL, contribute to the degenerative accumulation of plaques in the arteries, which can lead to progressive narrowing or blocking of blood vessels.
“Chronically elevated serum cholesterol, particularly LDL, contribute to the degenerative accumulation of plaques in the arteries, which can lead to progressive narrowing or blocking of blood vessels (Klop et al., 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Klop et al., 2013 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationARID5B is involved in pathogenesis of atherosclerosis and adipogenesis.
“ARID5B is involved in pathogenesis of atherosclerosis and adipogenesis (Wang et al., 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wang et al., 2012 source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductown dataSeveral methods (IBS tract, ∂a∂i, D statistics) were used to fully elucidate patterns of gene flow between polar and brown bear populations since their divergence.
“To fully elucidate patterns of gene flow between polar and brown bear populations since their divergence, we used several methods: (i) the IBS tract method; (ii) ∂a∂i; and (iii) D statistics, also known as the ABBA-BABA test (Durand et al., 2011; Green et al., 2010) (Extended Experimental Procedures Section Gene Flow and Introgression).”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataSeveral complementary approaches were used to investigate evolutionary changes in protein sequences, analyzing the coding regions of 19,822 genes with the giant panda genome as an outgroup.
“We used several complementary approaches to investigate evolutionary changes in protein sequences and analyzed the coding regions of 19,822 genes annotated across the polar bear and brown bear samples, using the giant panda genome sequence (Li et al., 2009) as an outgroup (Extended Experimental Procedures Section Positive Selection).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Li et al., 2009
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductown dataData were filtered with a dedicated pipeline that removed low quality reads and sites showing unusual coverage, base quality score bias, strand bias, and deviation from Hardy-Weinberg Equilibrium.
“We filtered data with a dedicated pipeline and removed low quality reads as well as sites showing unusual coverage compared to the empirical distribution, base quality score bias (p < 1e-5), strand bias (p < 1e-5), and deviation from Hardy-Weinberg Equilibrium (p < 1e-3) (Extended Experimental Procedures Section Data Generation and QC Measures).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationown dataOur study reveals the strength of using a population genomic approach to resolve the evolutionary history of a non-model organism in terms of divergence time, demographic history, selection and adaptation.
“Our study reveals the strength of using a population genomic approach to resolve the evolutionary history of a non-model organism in terms of divergence time, demographic history, selection and adaptation.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationLyst-mutant phenotypes in cattle, mice, rats and mink are characterized by hypopigmentation, a melanosome defect characterized by light coat colour.
“The types and positions of mutations identified in LYST vary widely, but Lyst-mutant phenotypes in cattle, mice, rats and mink are characterized by hypopigmentation, a melanosome defect characterized by light coat colour (Kunieda et al., 1999; Runkel et al., 2006; Gutiérrez-Gil et al., 2007).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
Study design and conductown dataTwo approaches were applied to estimate reliably when polar bears and brown bears diverged, both incorporating past population size changes.
“We applied two approaches to estimate reliably when polar bears and brown bears diverged. Importantly, both methods incorporate past population size changes.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe scaffold N50 size of the polar bear reference genome was c. 16 Mb.
“The scaffold N50 size of the genome was c. 16 Mb (http://dx.doi.org/10.5524/100008).”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
The average generation time of polar bears is 11.35 years.
“Assuming an average generation time of 11.35 years (Cronin et al., 2009; De Barba et al., 2010)”
The paper relies on this without support.
The N-terminal βα1 domain of APOB encodes the surface region and contains the majority of functional domains for lipid transport.
“This domain encodes the surface region and contains the majority of functional domains for lipid transport.”
The paper relies on this without support.
A white phenotype is usually selected against in natural environments, but is common in the Arctic, where it likely confers a selective advantage.
“A white phenotype is usually selected against in natural environments, but is common in the Arctic (e.g. beluga whale, arctic hare and arctic fox), where it likely confers a selective advantage.”
The paper relies on this without support.
The white fur is caused by a lack of pigment in the hair.
“The white fur is one of the most distinctive features of the species and is caused by a lack of pigment in the hair.”
The paper relies on this without support.
LYST encodes the lysosomal trafficking regulator Lyst.
“LYST encodes the lysosomal trafficking regulator Lyst.”
The paper relies on this without support.
Such a drastic genetic response to chronically elevated levels of fat and cholesterol in the diet has not previously been reported.
“Such a drastic genetic response to chronically elevated levels of fat and cholesterol in the diet has not previously been reported.”
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?
The enrichment of genes related to lipid metabolism is likely a signature of adaptation for accommodating the hypercarnivorous diet of felids.
“The enrichment of genes related to lipid metabolism is likely a signature of adaptation for accommodating the hypercarnivorous diet of felids (31), and mirrors similar signs of selection on lipid metabolic pathways in the genomes of polar bears (32).”
From Comparative analysis of the domestic cat genome reveals genetic signatures underlying feline biology and domestication (2014) · cites this paper as [32]
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Self-citationComplete mitochondrial genome of a Pleistocene jawbone unveils the origin of polar bear
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Genomic evidence for the Pleistocene and recent population history of Native Americans
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Detecting archaic introgression using an unadmixed outgroup
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Rode, K. D., Robbins, C. T., Stricker, C. A., Taras, B. D., & Tollefson, T. N. (2021) · Scientific Reports · doi:10.1038/s41598-021-94917-8 · Cited by 21 · see citing works
- Authors
- Liu, S., Lorenzen, E. D., Fumagalli, M., Li, B., Harris, K., Xiong, Z., Zhou, L., Korneliussen, T. S., Somel, M., Babbitt, C., Wray, G., Li, J., He, W., Wang, Z., Fu, W., Xiang, X., Morgan, C. C., Doherty, A., O’Connell, M. J., McInerney, J. O., Born, E. W., Dalén, L., Dietz, R., Orlando, L., Sonne, C., Zhang, G., Nielsen, R., Willerslev, E., & Wang, J.
- Affiliations
- BGI Group (China) (CN)
- University of Copenhagen (DK)
- University of California, Berkeley (US)
- Duke University (US)
- Dublin City University (IE)
- National University of Ireland, Maynooth (IE)
- Grønlands Naturinstitut (GL)
- Swedish Museum of Natural History (SE)
- Aarhus University (DK)
- Corresponding author
- Nielsen, Rasmus
- Willerslev, Eske
- Wang, Jun
- ORCID
- Liu, Shiping
- Lorenzen, Eline D.
- Fumagalli, Matteo
- Li, Bo
- Harris, Kelley
- Xiong, Zijun
- Korneliussen, Thorfinn Sand
- Somel, Mehmet
- Babbitt, Courtney
- He, Weiming
- Wang, Zhuo
- Fu, Wenjing
- Xiang, Xueyan
- Morgan, Claire C.
- O’Connell, Mary J.
- McInerney, James O.
- Born, Erik W.
- Dalén, Love
- Orlando, Ludovic
- Sonne, Christian
- Zhang, Guojie
- Nielsen, Rasmus
- Willerslev, Eske
- Wang, Jun
- Venue
- Cell
- Publisher
- Elsevier BV
- Published
- 2014-05
- Volume
- 157
- Issue
- 4
- Pages
- 785-794
- ISSN
- 0092-8674 (ISSN-L)
- PMC
- PMC4089990
- OpenAlex
- W2164299185
- Semantic Scholar
- 5b5eb572470613e5cfe88478ebca1259916cf090
- Cited by
- 411
- References
- 118
- Citations by year
- 2026: 21 · 2025: 26 · 2024: 25 · 2023: 29 · 2022: 28 · 2021: 40 · 2020: 55 · 2019: 37 · 2018: 33 · 2017: 40 · 2016: 29 · 2015: 35 · 2014: 13
- FWCI
- 25.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Cell (publishedVersion)
- PubMed (publishedVersion)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion)
- PubMed Central (acceptedVersion)
- UCL Discovery (University College London) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by-nc-nd)
- eScholarship (California Digital Library) (submittedVersion)
- Repository@Nottingham (University of Nottingham) (submittedVersion, cc-by)
- OpenMETU (Middle East Technical University) (submittedVersion, cc-by-nc-nd)
- Repository@Nottingham (University of Nottingham) (submittedVersion)
- Research Explorer (The University of Manchester) (submittedVersion)
- Griffith Research Online (submittedVersion)
- Funders
- European Commission (253376)
- Lundbeckfonden (R109-2012-9995, R70-2010-6286, R155-2013-16338, R38-2008-3048, R24-2008-2527)
- Museum of the North, University of Alaska
- U.S. Public Health Service (2R14003229-07)
- National Human Genome Research Institute (R01HG003229)
- National Institute of General Medical Sciences (P50GM081883)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic diversity and population structure
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic and phenotypic traits in livestock
- Keywords
- polar bear, brown bear, speciation, positive selection, cardiovascular adaptation, cardiomyopathy, apolipoprotein B, low-density lipoprotein, hyperlipidemia, marine mammal diet, population genomics
- MeSH terms
- Adaptation, Physiological, Adipose Tissue, Animals, Apolipoproteins B, Arctic Regions, Ursidae, Biological Evolution, Fatty Acids, Genetics, Population, Genome, Gene Flow
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 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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