Literature DB >> 21807602

Cross-comparison of the genome sequences from human, chimpanzee, Neanderthal and a Denisovan hominin identifies novel potentially compensated mutations.

Guojie Zhang1, Zhang Pei, Edward V Ball, Matthew Mort, Hildegard Kehrer-Sawatzki, David N Cooper.   

Abstract

The recent publication of the draft genome sequences of the Neanderthal and a ∼50,000-year-old archaic hominin from Denisova Cave in southern Siberia has ushered in a new age in molecular archaeology. We previously cross-compared the human, chimpanzee and Neanderthal genome sequences with respect to a set of disease-causing/disease-associated missense and regulatory mutations (Human Gene Mutation Database) and succeeded in identifying genetic variants which, although apparently pathogenic in humans, may represent a 'compensated' wild-type state in at least one of the other two species. Here, in an attempt to identify further 'potentially compensated mutations' (PCMs) of interest, we have compared our dataset of disease-causing/disease-associated mutations with their corresponding nucleotide positions in the Denisovan hominin, Neanderthal and chimpanzee genomes. Of the 15 human putatively disease-causing mutations that were found to be compensated in chimpanzee, Denisovan or Neanderthal, only a solitary F5 variant (Val1736Met) was specific to the Denisovan. In humans, this missense mutation is associated with activated protein C resistance and an increased risk of thromboembolism and recurrent miscarriage. It is unclear at this juncture whether this variant was indeed a PCM in the Denisovan or whether it could instead have been associated with disease in this ancient hominin.

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Mesh:

Year:  2011        PMID: 21807602      PMCID: PMC3525967          DOI: 10.1186/1479-7364-5-5-453

Source DB:  PubMed          Journal:  Hum Genomics        ISSN: 1473-9542            Impact factor:   4.639


Introduction

The recent publication of the draft sequence of the Neanderthal genome [1] ushered in a new age in molecular archaeology [2,3]. This achievement was followed closely by the publication of the draft genome sequence (1.9-fold coverage) of a ~50,000-year old archaic hominin from Denisova Cave in southern Siberia [4]. This hominin (a 'Denisovan') is thought to have been a member of a sister group of hominins to the Neanderthals with whom they lived sympatrically during the Upper Pleistocene [4-7]. Denisovans appear to be more closely related to Neanderthals than humans, having diverged from Neanderthals about 640,000 years ago and from extant Africans about 804,000 years ago [4]. Access to DNA sequence data from ancient hominins not only promises to revolutionise our knowledge of hominin relationships, but is also potentially informative in the context of exploring the molecular basis of human genetic disease [8,9]. We have previously cross-compared the human, chimpanzee and Neanderthal genome sequences with a set of disease-causing/disease-associated missense and regulatory mutations in order to identify genetic variants which, although apparently pathogenic in humans, may represent a 'compensated' wild-type state in at least one of the other two species ('potentially compensated mutations' [PCMs]) [10]. PCMs correspond to variants that may have been deleterious for a certain period of evolutionary time but which persisted long enough in a given population or species to have become positively selected upon the introduction of a 'compensatory' nucleotide change [8,11-14]. Such compensatory changes are thought to be localised in the same gene as the PCM [15]. Not only do PCMs represent excellent candidates for recent population-specific selection (with different alleles having exhibited differential functional importance in different environments), but they may also furnish us with new insights into the genetic basis of susceptibility to common diseases [8,14]. Here, in an attempt to identify further PCMs of interest, we have compared a dataset of human mutations of putative pathological significance with their corresponding nucleotide positions in the Neanderthal, Denisovan and chimpanzee genomes.

Methods

Human Gene Mutation Database (HGMD) dataset

A total of 46,060 disease-causing (DMs) or disease-associated mutations had been obtained from the HGMD [16]http://www.hgmd.org as of 13th May 2010. These data comprised 44,348 missense mutations from within the coding regions of 2,628 genes, and 1,712 single base-pair substitutions from within the regulatory regions (5' and 3' untranslated/flanking regions) of 807 genes. Some 42,595 of the mutations were disease-causing (41,960 missense and 635 regulatory), whereas 3,465 represented disease-associated or functional polymorphisms (2,388 missense and 1,077 regulatory) (Table 1). The latter were further ascribed to three distinct subcategories: (1) DPs, comprising variants reported to be in statistically significant (p < 0.05) association with a particular human disease state but lacking experimental evidence of functionality -- for example, from expression studies; (2) disease-associated polymorphisms with experimental evidence of functionality (DFPs) such as, for example, altered in vitro gene expression or protein function; (3) FPs that have been shown in vitro or in vivo to affect the structure, function or expression of the gene or gene product but for which no statistically significant disease association has yet been reported (see http://www.hgmd.cf.ac.uk/docs/poly.html for further information).
Table 1

Missense and regulatory mutations from the HGMD used in this study, categorised by mutation type and putative role in disease aetiology

Mutation/polymorphismtypeType and putative role in diseaseaetiology
DMDPDFPFPTotal
Coding sequence41,9609422951,15144,348
Regulatory6353403913461,712
Total42,5951,2826861,49746,060

DM, disease-causing mutation; DP, disease-associated polymorphism lacking functional evidence; DFP, disease-associated polymorphism with functional evidence; FP, polymorphism with functional evidence but lacking a reported disease association as yet.

Missense and regulatory mutations from the HGMD used in this study, categorised by mutation type and putative role in disease aetiology DM, disease-causing mutation; DP, disease-associated polymorphism lacking functional evidence; DFP, disease-associated polymorphism with functional evidence; FP, polymorphism with functional evidence but lacking a reported disease association as yet.

Identification of PCMs

A total of 8,280,851 nucleotide positions at which the Denisovan genome differs from either the human (NCBI36/hg18) or chimpanzee genome were downloaded from the website of the Max Planck Institute for Evolutionary Anthropology http://bioinf.eva.mpg.de/download/DenisovaGenome/Denisova_Neandertal_catalog.tgz[1,4]. The human and the Denisovan hominin were found to exhibit the same nucleotide at 7,283,268 positions (87.95 per cent), so that the human-chimpanzee mismatches must have arisen before the divergence of modern humans and Denisovans (termed a 'derived' or 'D' state in the Denisovan). A total of 941,947 positions (11.38 per cent) displayed the same nucleotide in both Denisovan and chimpanzee, suggesting that the respective substitutions were human specific ('ancestral' or 'A' state in the Denisovan). The remaining 55,636 positions, which display different nucleotides in modern humans, Denisovans and chimpanzees, were termed 'undefined' ('N' state). Of the 8,280,851 Denisovan nucleotide positions investigated here, there were 5,205,736 positions at which the Neanderthal was found to differ from at least one of modern human, chimpanzee and Denisovan. From these 5,205,736 sites, we identified 197 sites for which the apparent wild-type nucleotide in Denisovan, Neanderthal or chimpanzee was logged in the HGMD as disease causing or disease associated in modern humans (Table 2). From the remaining 3,075,115 sites, we identified 117 sites for which the apparent wild-type nucleotide in the Denisovan or chimpanzee was logged in the HGMD as disease causing or disease associated in either the Denisovan or chimpanzee (Table 3).
Table 2

HGMD-derived mutations identified as PCMs in the Denisovan, Neanderthal and/or chimpanzee genomes

Mutation type and basis of disease aetiology
Mutation/regulatory typePCM stateDMDPFPDFPTotal
Coding sequenceHuman5/538/4311/1117/1871/77
Neanderthal0/01/10/00/01/1
Denisovan1/10/00/00/01/1
Ancient0/01/12/40/03/5
Chimpanzee4/47/82/40/013/16
Denisovan and chimpanzee3/34/50/00/07/8
Neanderthal and chimpanzee2/24/61/11/18/10
Others1/10/10/00/01/2
Total16/1655/6516/2018/19105/120
RegulatoryHuman023101346
Neanderthal00213
Denisovan00033
Ancient02013
Chimpanzee055414
Denisovan and chimpanzee04116
Neanderthal and chimpanzee01102
Others00011
Total035192478

'Human': The Denisovan nucleotide, Neanderthal nucleotide and chimpanzee nucleotide were identical to a human DM/disease-associated mutation; 'Neanderthal': The Neanderthal nucleotide was identical to the human DM/disease-associated mutation, whereas both the chimpanzee nucleotide and the Denisovan nucleotide were identical to the human wild-type nucleotide; 'Denisovan': The Denisovan nucleotide was identical to the human DM/disease-associated mutation, whereas both the chimpanzee nucleotide and the Neanderthal nucleotide were identical to the human wild-type nucleotide; 'Ancient': Both the Denisovan nucleotide and the Neanderthal nucleotide were identical to the human DM/disease-associated P mutation, whereas the chimpanzee nucleotide was identical to the human wild-type nucleotide. 'Chimpanzee': The chimpanzee nucleotide was identical to the human DM/disease-associated mutation, whereas both the Neanderthal nucleotide and the Denisovan nucleotide were identical to the modern human wild-type nucleotide. 'Denisovan and chimpanzee': Both the Denisovan nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation, whereas the Neanderthal nucleotide was identical to the human wild-type nucleotide; 'Neanderthal and chimpanzee': Both the Neanderthal nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation, whereas the Denisovan nucleotide was identical to the human wild-type nucleotide. Under coding sequence, 'a/b' means that there were a total number of 'b' mutations, of which 'a' were non-synonymous mutations (there were some synonymous mutations within the coding sequence; eg CM068190, CM077900).

PCM, potentially compensated mutations; DM, disease-causing mutation; DP, disease-associated polymorphism with functional evidence; FP, polymorphism with functional evidence but lacking a reported disease association as yet; DFP, disease-associated polymorphism with functional evidence.

Table 3

HGMD-derived mutations identified as PCMs in the Denisovan genome and/or chimpanzee genome

Mutation type and basis of diseaseaetiology
Mutation/regulatorytypePCM stateDMDPFPDFPTotal
CodingsequenceAncestral5/524/299/95/743/50
Derived4/47/74/54/419/20
Denisovan0/04/62/20/06/8
Others0/01/10/00/01/1
Total9/936/4315/169/1169/79
RegulatoryAncestral2691229
Derived12126
Denisovan01023
Total39101638

Ancestral: Both the Denisovan nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation; Derived: The chimpanzee nucleotide was identical to the human DM/disease-associated mutation, whereas the Denisovan nucleotide was identical to the human wild-type nucleotide; Denisovan: The Denisovan nucleotide was identical to the human DM/disease-associated mutation, whereas the chimpanzee nucleotide was identical to the human wild-type nucleotide. Under coding sequence, 'a/b' means there were a total number of 'b' mutations, of which 'a' were non- synonymous mutations.

PCM, potentially compensated mutations; DM, disease-causing mutation; DP, disease-associated polymorphism with functional evidence; FP, polymorphism with functional evidence but lacking a reported disease association as yet; DFP, disease-associated polymorphism with functional evidence.

HGMD-derived mutations identified as PCMs in the Denisovan, Neanderthal and/or chimpanzee genomes 'Human': The Denisovan nucleotide, Neanderthal nucleotide and chimpanzee nucleotide were identical to a human DM/disease-associated mutation; 'Neanderthal': The Neanderthal nucleotide was identical to the human DM/disease-associated mutation, whereas both the chimpanzee nucleotide and the Denisovan nucleotide were identical to the human wild-type nucleotide; 'Denisovan': The Denisovan nucleotide was identical to the human DM/disease-associated mutation, whereas both the chimpanzee nucleotide and the Neanderthal nucleotide were identical to the human wild-type nucleotide; 'Ancient': Both the Denisovan nucleotide and the Neanderthal nucleotide were identical to the human DM/disease-associated P mutation, whereas the chimpanzee nucleotide was identical to the human wild-type nucleotide. 'Chimpanzee': The chimpanzee nucleotide was identical to the human DM/disease-associated mutation, whereas both the Neanderthal nucleotide and the Denisovan nucleotide were identical to the modern human wild-type nucleotide. 'Denisovan and chimpanzee': Both the Denisovan nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation, whereas the Neanderthal nucleotide was identical to the human wild-type nucleotide; 'Neanderthal and chimpanzee': Both the Neanderthal nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation, whereas the Denisovan nucleotide was identical to the human wild-type nucleotide. Under coding sequence, 'a/b' means that there were a total number of 'b' mutations, of which 'a' were non-synonymous mutations (there were some synonymous mutations within the coding sequence; eg CM068190, CM077900). PCM, potentially compensated mutations; DM, disease-causing mutation; DP, disease-associated polymorphism with functional evidence; FP, polymorphism with functional evidence but lacking a reported disease association as yet; DFP, disease-associated polymorphism with functional evidence. HGMD-derived mutations identified as PCMs in the Denisovan genome and/or chimpanzee genome Ancestral: Both the Denisovan nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation; Derived: The chimpanzee nucleotide was identical to the human DM/disease-associated mutation, whereas the Denisovan nucleotide was identical to the human wild-type nucleotide; Denisovan: The Denisovan nucleotide was identical to the human DM/disease-associated mutation, whereas the chimpanzee nucleotide was identical to the human wild-type nucleotide. Under coding sequence, 'a/b' means there were a total number of 'b' mutations, of which 'a' were non- synonymous mutations. PCM, potentially compensated mutations; DM, disease-causing mutation; DP, disease-associated polymorphism with functional evidence; FP, polymorphism with functional evidence but lacking a reported disease association as yet; DFP, disease-associated polymorphism with functional evidence.

Gene ontology (GO) enrichment analysis

A GO enrichment analysis of PCM-containing genes against a background of 2,688 human disease-causing genes was performed using the DAVID bioinformatics tool [17]. The statistical significance of a particular GO term was calculated using Fisher's exact test, which was then adjusted to allow for multiple testing by means of the Benjamini-Hochberg correction [18].

Calculation of Wright's fixation index (FST) values

The FST measures the proportion of genetic diversity in a subdivided population that is attributable to allele frequency differences between subpopulations. Pairwise FST values have also been used as a measure of genetic distance between populations. In this context, the allele frequencies of polymorphic ancestral PCMs in selected populations were obtained from HapMap http://hapmap.ncbi.nlm.nih.gov/ and pairwise FST values were estimated for each polymorphism using the small sample estimate proposed by Weir and Hill [19]. The significance of individual FST values was then assessed by reference to the empirical distribution of FST among all single nucleotide polymorphisms (SNPs) in HapMap.

Results and discussion

Identification of PCMs in the Denisovan, Neanderthal and/or chimpanzee genomes

A total of 44,348 missense mutations from 2,628 genes and 1,712 putative regulatory mutations from 807 genes, which have been recorded in the HGMD as being either causative of (or associated with) a human inherited disease state, were cross-compared with the corresponding nucleotide positions in the Neanderthal, Denisovan and chimpanzee genomes. When the 197 PCMs covered by both the Denisovan and the Neanderthal sequences were considered, these included 129 of 143 PCMs identified in the Neanderthal genome (10/12 DMs, 65/73 DPs, 25/26 FPs, 29/32 DFPs), and 123 (62 per cent) PCMs for which the Denisovan, Neanderthal and chimpanzee wild-type nucleotides were identical to the human disease-causing/disease-associated mutant allele. Of the 117 PCMs covered only by the Denisovan sequence, there were 79 (67.5 per cent) for which both the Denisovan nucleotide and the chimpanzee nucleotide were identical to a human DM/disease-associated mutation. This may be indicative of either a bottleneck effect or selection during the evolution of the modern human lineage. Of the 197 PCMs, there was one mutation that was compensated only in the Neanderthal, one that was compensated only in the Denisovan, five that were compensated in both Neanderthal and Denisovan and 16 that were compensated only in the chimpanzee. There were also 18 mutations that differed between the Neanderthal and the Denisovan, which could imply that such mutations were identical-by-state (Tables 2 and 3).

Disease-causing PCMs

There were 16 human DMs that were found to be potentially compensated in the chimpanzee, Denisovan or Neanderthal (covered by both the Neanderthal and the Denisovan sequence) and 12 human DMs potentially compensated in the chimpanzee or Denisovan (covered only by the Denisovan sequence) (Table 4).
Table 4

Human DMs identified as PCMs

CategoryHGMDAcc. NoChrChrom.locationStrandDiseaseGeneMutationHGVS (cDNA)nomenclatureHGVS(protein)nomenclatureType
Covered byboth theNeanderthaland theDenisovansequenceaCM993347Chr167633930+AtopyIL12RB2A > G:GAANM_001559.2:c.2159A > GNP_001550.1:p.H720RChimpanzee
CM042258Chr194337039-Stargardt diseaseABCA4T > G:GGTNM_000350.2:c.667A > CNP_000341.2:p.K223QDenisovanandchimpanzee
CM070090Chr1167765599-Thrombosis?F5C > T:CTCNM_000130.4:c.5290G > ANP_000121.2:p.V1764MDenisovan
CM099258Chr1540468491+Musculardystrophy?CAPN3G > A:AAANM_000070.2:c.706G > ANP_000061.1:p.A236THuman
CM085365*Chr1543185730-HypothyroidismDUOX2T > C:CCCNM_014080.4:c.2033A > GNP_054799.4:p.H678RHuman
CM984025*Chr1918047618-MycobacterialinfectionIL12RB1T > C:CCTNM_005535.1:c.641A > GNP_005526.1:p.Q214RDenisovanandchimpanzee
CM044918Chr1941022117-Congenitalnephroticsyndrome,Finnish typeNPHS1C > G:GGGNM_004646.1:c.2971G > CNP_004637.1:p.V991LHuman
CM064230Chr1943656115+MalignanthyperthermiaRYR1A > G:GAANM_000540.2:c.4024A > GNP_000531.2:p.S1342GChimpanzee
CM961339*Chr2230836050+Glucose/galactosemalabsorptionSLC5A1C > G:GGCNM_000343.1:c.1845C > GNP_000334.1:p.H615QDenisovanandchimpanzee
CM980573Chr5149341414+Achondrogenesis1BSLC26A2A > T:TATNM_000112.3:c.2065A > TNP_000103.2:p.T689SNeanderthalandchimpanzee
CM043093Chr625958824-Glycogen storagedisease 1c?SLC17A3C > T:TCCNM_006632.3:c.601G > ANP_006623.2:p.G201RChimpanzee
CM072814Chr786894112-Intrahepaticcholestasis,familialprogressive?ABCB4T > C:CCCNM_000443.3:c.1954A > GNP_000434.1:p.R652GHuman
CM050323Chr7107129530+Pendredsyndrome?SLC26A4T > G:GTGNM_000441.1:c.1826T > GNP_000432.1:p.V609GNeanderthalandchimpanzee
CM983990Chr822032655-Alopeciauniversalis?HRT > C:CCCNM_005144.3:c.3064A > GNP_005135.2:p.T1022AHuman
CM099178*Chr8118899878-MultipleosteochondromasEXT1C > T:TCCNM_000127.2:c.1609G > ANP_000118.2:p.V537IChimpanzee
CM085353*ChrX149390017+HypospadiasMAMLD1T > C:CYCNM_005491.2:c.1514T > CNP_005482.2:p.V505AOthers
Coveredonly by theDenisovansequencebCM043273Chr1195670491+RetinitispigmentosaCRB1G > A:AGNM_201253.1:c.2875G > ANP_957705.1:p.G959SChimpanzee
CM067436Chr117020956+SpermatogenicfailureNLRP14G > A:AGNM_176822.3:c.1123G > ANP_789792.1:p.A375TChimpanzee
CM043536Chr1147326617-Cardiomyopathy,hypertrophic?MYBPC3T > C:CTNM_000256.3:c.706A > GNP_000247.2:p.S236GChimpanzee
CM082943Chr11118720796-Primaryangle-closureglaucoma?MFRPC > T:TTNM_031433.1:c.770G > ANP_113621.1:p.R257HAncestral
CM091988Chr1232913201-Arrhythmogenicright ventricularcardiomyopathyPKP2A > G:GGNM_004572.3:c.1097T > CNP_004563.2:p.L366PAncestral
CM044579Chr1351413355-Wilson disease?ATP7BA > G:GGNM_000053.2:c.3419T > CNP_000044.2:p.V1140AAncestral
CM073339Chr1724310977-Febrile seizures?SEZ6T > C:CCNM_178860.4:c.1636A > GNP_849191.3:p.T546AAncestral
CM101950Chr298363138+Progressive conedystrophy?CNGA3C > T:TCNM_001298.2:c.284C > TNP_001289.1:p.P95LChimpanzee
CM961335Chr2230817700+Glucose/galactosemalabsorptionSLC5A1G > A:AANM_000343.1:c.1231G > ANP_000334.1:p.A411TAncestral
CR080762Chr115645754+Pancreatitis,chronic?CTRCT > C:CCrs75456156:T > CNAAncestral
CR080761Chr115645757+Pancreatitis,chronic?CTRCA > G:GGrs760937:A > GNAAncestral
CR962526Chr841774321-SpherocytosisANK1A > G:GArs77173848:A > GNAChimpanzee

aMutation type: modern human wild-type > modern human mutation: chimpanzee nucleotide, Denisovan nucleotide, Neanderthal nucleotide (both Neanderthal and Denisovan sequence covered). Y denotes pyrimidine.

bModern human wild-type > modern human mutation: chimpanzee nucleotide, Denisovan nucleotide (only Denisovan sequence covered).

*Previously reported by Zhang et al.[10]

Human DMs identified as PCMs aMutation type: modern human wild-type > modern human mutation: chimpanzee nucleotide, Denisovan nucleotide, Neanderthal nucleotide (both Neanderthal and Denisovan sequence covered). Y denotes pyrimidine. bModern human wild-type > modern human mutation: chimpanzee nucleotide, Denisovan nucleotide (only Denisovan sequence covered). *Previously reported by Zhang et al.[10] Of the human DMs that were potentially compensated in the chimpanzee, Denisovan or Neanderthal, only the putatively pathological F5 variant was specific to the Denisovan. In humans, this missense mutation, Val1736Met, is associated with activated protein C resistance and an increased risk of thromboembolism and recurrent miscarriage [20,21]. It is unclear at this juncture whether this variant was indeed a PCM in the Denisovan or whether it could instead have been associated with disease in this archaic hominin. Even though Denisovans appear to be more closely related to Neanderthals than humans, the Neanderthal and Denisovan were discrepant with respect to certain PCMs (eg the SLC5A1 H615Q variant associated with glucose-galactose malabsorption). In this case, the Denisovan (and the chimpanzee) possessed the allele that was mutant in humans (G), whereas the Neanderthal possessed the allele (C) which was wild-type in humans. In this context, it may be pertinent to mention that SLC5A1 is located on chromosome 22q12.3 within a region of putative gene flow from Neanderthal to Eurasian [1]. Some of the PCMs listed in Table 4 may well have been misclassified by the original authors as disease-causing in human (especially those variants which have been allocated a '?' by the HGMD; see Table 4) when they were actually neutral polymorphisms; however, this is much less likely in the case of the 16 human disease-causing mutations that are covered by both the Neanderthal and Denisovan sequences. These mutant alleles would have had to have been maintained in both Neanderthal and Denisovan populations for ~640,000 years, when these two hominins last shared a common ancestor, and this would have been unlikely if such variants had been neutral polymorphisms. Statistically enriched GO terms were identified for genes containing human DMs identified as PCMs (Table 4) against a background of known disease-causing genes (from the HGMD) and are shown in Table S1 (Table 6). Five significantly enriched GO terms were found; all relate to the plasma membrane.
Table S1

Significantly enriched GO terms (Benjamini-corrected p-value <0.05) for human genes containing DMs identified as PCMs (listed in Table 4) against a background of known disease-causing genes. No significantly enriched GO terms were found to relate to biological processes or molecular function

GO TermCategoryDescriptionFoldenrichmentp-ValueGenes
GO:0031224Cellular componentIntrinsic tomembrane2.124.29E-03SLC5A1, DUOX2, CNGA3, ABCA4, SLC26A2, MFRP, ABCB4,IL12RB2, SLC26A4, IL12RB1, CRB1, SLC17A3, PKP2, NPHS1,RYR1, EXT1, SEZ6, ATP7B
GO:0016021Cellular componentIntegral to membrane2.214.59E-03SLC5A1, DUOX2, CNGA3, ABCA4, SLC26A2, MFRP, ABCB4,IL12RB2, SLC26A4, IL12RB1, CRB1, SLC17A3, PKP2, NPHS1,RYR1, EXT1, SEZ6, ATP7B
GO:0005886Cellular componentPlasma membrane2.175.49E-03SLC5A1, DUOX2, ABCA4, SLC26A2, ABCB4, IL12RB2, SLC26A4,IL12RB1, ANK1, CRB1, SLC17A3, F5, PKP2, NPHS1, RYR1, SEZ6,ATP7B
GO:0031226Cellular componentIntrinsic to plasmamembrane3.023.92E-02IL12RB2, IL12RB1, SLC17A3, SLC5A1, NPHS1, RYR1, ABCA4,SLC26A2, ATP7B, ABCB4
GO:0005887Cellular componentIntegral to plasmamembrane3.113.93E-02IL12RB2, IL12RB1, SLC17A3, SLC5A1, NPHS1, RYR1, ABCA4,SLC26A2, ATP7B, ABCB4
Significantly enriched GO terms (Benjamini-corrected p-value <0.05) for human genes containing DMs identified as PCMs (listed in Table 4) against a background of known disease-causing genes. No significantly enriched GO terms were found to relate to biological processes or molecular function With respect to the DPs/FPs, 100 DPs, 39 FPs and 43 DFPs were covered by both the Neanderthal and Denisovan sequences (Table S2 (Table 7)), while 52 DPs, 26 FPs and 27 DFPs were covered by the Denisovan but not the Neanderthal sequence (Table S3 (Table 8)); these DPs/FPs may be relevant to human genetic disease.
Table S2

PCMs covered by both the Denisovan sequence and the Neanderthal sequence

HGMDAccChrLocationStrandTagDiseaseGeneMutationAA seqType
CM031993Chr19246497+DFPCortisone reductasedeficiency, partialH6PDG > A:AAAArg-GlnHuman
CM040788Chr111828655-DPStroke, increasedrisk, association withNPPAA > G:GGGTerm-ArgHuman
CM100611Chr112005513+DFPBreast cancer,reduced risk,association withMIIPA > G:GGGLys-GluHuman
CM980072Chr121767322+DFPHypophosphatasia,association withALPLT > C:CCCTyr-HisHuman
CM056598Chr131865112+DPPolydipsia-hyponatraemia,association withHCRTR1A > G:GAAIle-ValChimpanzee
CM994122Chr135033356+DFPAtherosclerosis,association withGJA4C > T:TTTPro-SerHuman
CM065514Chr155410663-DPParkinson's disease,risk, association withUSP24G > A:AAAThr-IleHuman
CM073141Chr167457975+DPPsoriasis, increasedrisk, association withIL23RT > C:CCCLeu-ProHuman
CM993347Chr167633930+DMAtopyIL12RB2A > G:GAAHis-ArgChimpanzee
CM067986Chr186873963+DPChloride channeldeficiency,association withCLCA3PC > G:GGGTyr-TermHuman
CM042258Chr194337039-DMStargardt diseaseABCA4T > G:GGTLys-GlnDenisovaandchimpanzee
CM067656Chr1156491643+DPGuillain-Barre 'syndrome, reducedrisk, associationwith?CD1AC > G:GGCCys-TrpDenisovaandchimpanzee
CM070090Chr1167765599-DMThrombosis?F5C > T:CTCVal-MetDenisovan
CM099896Chr1173615346-DPSchizophrenia,association withTNRC > T:TTTArg-LysHuman
CM023569Chr1199313698-DPHypokalaemicperiodic paralysis,association with?CACNA1SG > A:GRAGly-GlyUnsure
CM920010Chr1228912417-DPHypertension,association withAGTA > G:GGGMet-ThrHuman
CM065155Chr1240108924+DPColorectal cancer,increased risk,association withEXO1G > A:AAAGlu-LysHuman
CM033447Chr1042926693+DPHirschsprungdisease, associationwithRETA > G:GGGAla-AlaHuman
CM068190Chr1054198272-FPIncreased serummannose-bindinglectin (MBL) level,association with?MBL2C > G:CGGLeu-LeuAncient
CM033482Chr1064085190+DPUric acidnephrolithiasis,association withznf365dG > A:GGAAla-ThrNeanderthal
CM067461Chr1081691702-DPLung cancer,susceptibility to,association withSFTPDT > C:CCCThr-AlaHuman
CM035804Chr11524242-DPBladder cancer,association with?HRASA > G:GAGHis-HisNeanderthalandchimpanzee
CM025891Chr1174585230+FPDecreased enzymeactivity, associationwithSLCO2B1C > T:TTTSer-PheHuman
CM080415Chr11113308238+FPAltered receptorfunction, associationwithHTR3BA > C:CCCTyr-SerHuman
CM950862Chr125473868+DPSchizophrenia,severe, increasedrisk, association withNTF3G > A:AGGGly-GluChimpanzee
CM093840Chr126023795-DPvon Willebranddisease, quantitativetype, associationwithVWFT > C:CCCThr-AlaHuman
CM994637Chr126327323-DFPHypertension,reduced risk,association withSCNN1AT > C:CCCThr-AlaHuman
CM003671Chr1214884706-FPDombrock bloodgroup variationART4T > C:TCCAsn-AspAncient
CM077900Chr1270659129+FPIncreased mRNAexpression,association with?TPH2G > A:GAAPro-ProAncient
CM085048Chr1278539038-DPSchizophrenia infemales, associationwithPAWRA > C:CCCIle-MetHuman
CM033453Chr12107542027-DFPCoronary heartdisease, decreasedrisk, in AfricanAmericans,association withSELPLGC > T:TTTMet-IleHuman
CM022034Chr1332526193+DPAge-relatedphenotypes,association withKLG > C:CGGCys-SerChimpanzee
CM033777Chr1424170122-DPApoptosis, unable toinduce, associationwithGZMBA > G:GGGTyr-HisHuman
CM070246Chr1460993992+DFPCerebral infarction,association withPRKCHG > A:AAAVal-IleHuman
CM067476Chr1541511938-DPLung cancer,susceptibility to,association withTP53BP1T > G:GGGLys-GlnHuman
CM067475Chr1541555066-DPLung cancer,susceptibility to,association withTP53BP1G > C:CCCAsp-GluHuman
CM085365Chr1543185730-DMHypothyroidismDUOX2T > C:CCCHis-ArgHuman
CM054862Chr1546213776+DPIncreased skinpigmentation,association withSLC24A5A > G:GGGThr-AlaHuman
CM057869Chr1576704628-FPAltered function,association withCHRNB4T > C:CTTMet-ValChimpanzee
CM031698Chr1597295748+DPIncreased longevity,association with?IGF1RG > A:AGGGlu-GluChimpanzee
CM057585Chr161442858-DPLower femoral neckbone mineral densityin women,association withCLCN7C > T:TCTVal-MetNeanderthalandchimpanzee
CM983400Chr1627263704+DFPAsthma, atopic,association withIL4RA > G:GGGIle-ValHuman
CM067985Chr1687788983+DPCadherin deficiency,association withCDH15C > A:AAATyr-TermHuman
CM057933Chr174585312-DPAtheroscleroticstenosis, increased,association withCXCL16G > A:AAGAla-ValDenisovaandchimpanzee
CM077855Chr177532893+DPBreast cancer,oestrogen receptor(ER) negative,association with?WRAP53C > G:GGGArg-GlyHuman
CM087381Chr177987497-FPIncreased sexhormone-bindingglobulin levels,association withPER1C > G:GGGAla-ProHuman
CM067489Chr1716468520-DPLung cancer,susceptibility to,association withZNF624C > A:AAALys-AsnHuman
CM030773Chr1719753133-DPCardiac disease,susceptibility to,association withAKAP10T > C:CCCIle-ValHuman
CM067336Chr1719802050-DPLung cancer,susceptibility to,association withAKAP10C > T:TTTArg-HisHuman
CM096315Chr1738498462-DFPCervical cancer,decreased risk,association withBRCA1G > A:AAAPro-LeuHuman
CM093418Chr1739581073+DPHip bone mineraldensity, associationwith?C17orf53A > C:CCCThr-ProHuman
CM032397Chr1741432502+DPProgressivesupranuclear palsy,association withSTHA > G:GAAGln-ArgChimpanzee
CM064363Chr1745788957+DPOrgan involvementin pseudoxantnomaelasticum (PXE),association withXYLT2T > C:CCCTyr-TyrHuman
CM092499Chr1776468818+FPAltered splicing,association with?KIAA1303A > G:GAAGln-GlnChimpanzee
CM080431Chr1911091881+FPIncreased plasmalow-densitylipoproteincholesterol,association withLDLRT > C:CTTVal-ValChimpanzee
CM984025Chr1918047618-DMMycobacterialinfectionIL12RB1T > C:CCTGln-ArgDenisovaandchimpanzee
CM044918Chr1941022117-DMCongenital nephroticsyndrome, FinnishtypeNPHS1C > G:GGGVal-LeuHuman
CM073386Chr1950087554+DPAlzheimer's disease,late-onset,association with?TOMM40T > C:CCCPhe-PheHuman
CM004814Chr1950546759-DFPBasal cell carcinoma,reduced risk,association withERCC2T > G:GGGLys-GlnHuman
CM096319Chr211276571-DPChronic kidneydisease in individualswith lowtriglycerides,association withROCK2G > T:TGTThr-AsnNeanderthalandchimpanzee
CM052876Chr249043425-DPMenstrual cyclelength, associationwithFSHRC > T:TTTSer-AsnHuman
CM073086Chr285634047-DPHigher body massindex, associationwithGGCXC > T:TCCArg-GlnChimpanzee
CM087379Chr2100957736+FPHigher testosteronelevels, associationwithNPAS2A > G:GGGThr-AlaHuman
CM004559Chr2227369287-DPDiabetes, type 2,association withIRS1T > C:CCTAla-AlaDenisovaandchimpanzee
CM085146Chr2227839413+DPChronic obstructivepulmonary disease,association withCOL4A3A > G:GAAHis-ArgChimpanzee
CM014824Chr204653718+DPCreutzfeldt-Jakobdisease, associationwithPRNDC > T:TCTThr-MetNeanderthalandchimpanzee
CM064121Chr2044075813+DPLeukaemia, risk,association withMMP9G > C:CCCArg-ProHuman
CM035699Chr2114403236-FPPlasma high-densitylipoprotein (HDL)cholesterol,association withLIPIG > T:TTTAsp-GluHuman
CM057711Chr2133536125+DPMultiple sclerosis,susceptibility to,association withIFNAR2T > G:GGGPhe-ValHuman
CM025479Chr2144534334+DPAlopecia universalis,association withAIREC > G:GGGSer-ArgHuman
CM057927Chr2221957369+DPBipolar disorder,association with?BCRA > G:GGGAsn-SerHuman
CM065332Chr2224489289+DPColorectal cancer,increased risk,association withMYO18BG > A:AAAGly-GluHuman
CM961339Chr2230836050+DMGlucose/galactosemalabsorption-SLC5A1C > G:GGCHis-GlnDenisovaandchimpanzee
CM096696Chr2235792882-DPIron status anderythrocyte volume,association withTMPRSS6A > G:GGGVal-AlaHuman
CM092918Chr2237827350+FPIncreasedantiretroviral activity,association withAPOBEC3HG > C:CCCGly-ArgHuman
CM910052Chr2249410905-DPPhenotype modifier,association with?ARSAG > C:CCCThr-SerHuman
CM023348Chr3336508+DPSchizophrenia,association withCHL1C > T:TTTLeu-PheHuman
CM096382Chr346476217-DFPPeriodontitis,aggressive,association withLTFT > C:CCCLys-ArgHuman
CM066581Chr3126109714-DPUlcerative colitis,association withMUC13T > G:GGGArg-SerHuman
CM941277Chr3172214994-DPDiabetes, type 2,association withSLC2A2G > A:AAGThr-IleDenisovaandchimpanzee
CM065290Chr3187925712+DPNephropathy,reduced risk,association withKNG1T > C:CCCMet-ThrHuman
CM025429Chr42960297+FPIncreased enzymaticactivity, associationwithGRK4G > T:TTTArg-LeuHuman
CM094340Chr438476105-DFPLeprosy, associationwithTLR1T > C:CCCAsn-SerHuman
CM890003Chr4100458342-FPAlcoholdehydrogenase betavariantADH1BT > C:CCCHis-ArgHuman
CM092574Chr4123756413-DFPAsthma, atopic,association withIL21G > A:AAACys-CysHuman
CM031390Chr4141708518-DPWaist-to-hip ratio,association withUCP1C > T:TTTAla-ThrHuman
CM004732Chr51464412-DPParkinson's disease,protection against,association with?SLC6A3T > C:CTCSer-SerNeanderthalandchimpanzee
CM094298Chr596165006-DFPCervical carcinomasurvival, associationwithERAP1C > G:GGGArg-ProHuman
CM0910115Chr5131424377+DPGraves disease,association withIL3C > T:TTTPro-SerHuman
CM043093Chr625958824-DMGlycogen storagedisease 1c?SLC17A3C > T:TCCGly-ArgChimpanzee
CM074911Chr639433056-DPCoronary heartdisease, associationwithKIF6A > G:GGGTrp-ArgHuman
CM020385Chr674550153+FPGov platelet antigenvariationCD109A > C:CCCTyr-SerHuman
CM993455Chr6132214061+DFPInsulin resistance,association withENPP1A > C:CCCLys-GlnHuman
CM060415Chr6150156438+FPReduced stability,association withPCMT1A > G:AGGIle-ValAncient
CM072043Chr6160462998+FPReduced metforminuptake, associationwithSLC22A1C > T:TCCSer-PheChimpanzee
CM005460Chr717345635+FPHigher inducedcytochrome P-450(CYP) 1A1 activity,association withAHRG > A:AAAArg-LysHuman
CM055287Chr745899194+DPRenal function indiabetes, associationwithIGFBP1A > G:GGAIle-MetDenisovaandchimpanzee
CM072814Chr786894112-DMIntrahepaticcholestasis, familialprogressive?ABCB4T > C:CCCArg-GlyHuman
CM064968Chr791468556+DPColorectal cancer,increased risk,association withAKAP9G > T:TTTMet-IleHuman
CM930596Chr794775382-DFPLongevity, associationwithPON1T > C:CCCGln-ArgHuman
CM050323Chr7107129530+DMPendred syndrome?SLC26A4T > G:GTGVal-GlyNeanderthalandchimpanzee
CM060083Chr7122422409-DPAlcohol dependence,risk, association withTAS2R16A > C:CAAAsn-LysChimpanzee
CM031370Chr7141319073-DPPhenylthiocarbamidetaste sensitivity,association withTAS2R38T > C:CCCIle-ValHuman
CM031368Chr7141319814-DPPhenylthiocarbamidetaste sensitivity,association withTAS2R38C > G:GGGAla-ProHuman
CM081694Chr86466450+DPCranial volume,association withMCPH1C > T:TTTAla-ValHuman
CM024569Chr818124476+FPIncreased enzymaticactivity, associationwithNAT1T > G:GTGSer-AlaNeanderthalandchimpanzee
CM983990Chr822032655-DMAlopecia universalis?HRT > C:CCCThr-AlaHuman
CM057431Chr827518398-DPPreeclampsia &essentialhypertension,association with?CLUA > G:GGGHis-HisHuman
CM950017Chr837942955-DFPHyperinsulinaemia,association withADRB3A > G:GGGTrp-ArgHuman
CM099178Chr8118899878-DMMultipleosteochondromasEXT1C > T:TCCVal-IleChimpanzee
CM081761Chr8143758933+DFPGastric cancer,diffuse-type,association withPSCAC > T:TTTThr-MetHuman
CM094855Chr914712477-DPLow bone mineraldensity, associationwithCER1G > C:CGCAla-GlyNeanderthalandchimpanzee
CM940804Chr934639442+DFPGalactosaemia,Duarte variantGALTA > G:GAGAsn-AspNeanderthalandchimpanzee
CM071685Chr989511843+DPInactivation ofextracellularsignal-regulatedkinase (ERK)-inducedapoptosis,association withDAPK1A > G:AGGAsn-SerAncient
CM990005Chr9106626574-FPHigher plasma HDLcholesterol,association withABCA1T > C:CCCIle-MetHuman
CM0910114ChrX77414973-DPAsthma, associationwithCYSLTR1G > A:AAAPhe-PheHuman
CM085353ChrX149390017+DMHypospadiasMAMLD1T > C:CYCVal-AlaUnsure
CR043164Chr143575707+DPPlatelet count,association with?MPLC > A:AAAHuman
CR060579Chr1111020443-DPLow insulinsensitivity,association withKCNA3T > C:TCCAncient
CR057791Chr1111571946+FPIncreased promoteractivity, associationwithCHI3L2G > T:GGTNeanderthal
CR031479Chr1170894121+DFPSystemic lupuserythematosus (SLE),association withFASLGC > T:TTTHuman
CR025943Chr1228917021-DPIncreasedangiotensinogenlevels, associationwith?AGTG > A:AGGChimpanzee
CR102882Chr1064279946-DFPSLE, association withEGR2C > T:TCCChimpanzee
CR102883Chr1064280724-DFPSLE, association withEGR2T > C:CTTChimpanzee
CR072313Chr1094452862+DPDiabetes, type 2,association with?HHEXC > T:TCCChimpanzee
CR942079Chr10104587142-DPPolycystic ovaries,association withCYP17A1A > G:GGGHuman
CR012509Chr1134416293+DPHypertension,susceptibility to,association withCATG > A:AGANeanderthalandchimpanzee
CR072303Chr1144212190+DPDiabetes, type 2,reduced risk,association with?EXT2C > T:CTTAncient
CR035965Chr1145863406+DFPAlzheimer's disease,association withMAPK8IP1A > G:GGGHuman
CR094845Chr1174539529+FPIncreased mRNAexpression,association withSLCO2B1G > A:AAAHuman
CR045957Chr11102101690-DFPPreterm prematurerupture ofmembranes,association with?MMP8G > A:GGANeanderthal
CR025510Chr11102331749-FPIncreasedtranscriptionalactivity, associationwithMMP13C > T:TCCChimpanzee
CR031478Chr1210203556-DPAlzheimer disease,reduced risk,association withOLR1G > A:AAGDenisovaandchimpanzee
CR082031Chr1255796928-DPSchistosomiasisinfection, associationwithSTAT6C > T:TTTHuman
CR087739Chr1342046024+DFPBone mineral densityin osteoporosis,association with?TNFSF11C > T:CTCDenisovan
CR080758Chr1345577313-FPIncreased promoteractivity, associationwithCPB2T > C:CTTChimpanzee
CR994765Chr13112807756+DFPReduced plasma F7levels, associationwithF7G > T:CTTUnsure
CR066661Chr1549336891-DPAlzheimer's diseasein apolipoprotein E4(APOE4) carriers,increased risk,association withCYP19A1G > A:AAAHuman
CR002154Chr1556511231+DPDyslipidaemia andinsulin resistance,association withLIPCG > A:AGGChimpanzee
CR993820Chr1572828970+DFPIncreased activity insmokers, associationwithCYP1A2C > A:AAAHuman
CR102187Chr1613921167+DFPBladder cancer,increased risk,association withERCC4A > C:CAAChimpanzee
CR066332Chr1654244319+DFPAttention-deficithyperactivitydisorder, associationwithSLC6A2A > T:ATADenisovan
CR000229Chr1655552737+DFPHigher HDLcholesterol level,association withCETPC > A:AAAHuman
CR084012Chr1725549137-FPIncreased expression,association withSLC6A4A > C:CCCHuman
CR035881Chr1729706729+FPIncreased monocytechemoattractantprotein-4 (MCP-4)plasma levels,association withCCL13C > T:CCTNeanderthal
CR003707Chr1731231893-DFPAtopic dermatitis,association withCCL5C > T:TTTHuman
CR078280Chr1735323475-DPAsthma, increasedrisk, associationwith?GSDMBC > T:TTCDenisovaandchimpanzee
CR090198Chr1738531642-FPPromoter activity,association withBRCA1T > C:CCCHuman
CR052976Chr1743163827+DPAsthma,aspirin-induced,association withTBX21T > C:CCCHuman
CR084013Chr1743178034+DPGenital herpessimplex virus-2(HSV-2) infection,association with?TBX21G > A:AAAHuman
CR051707Chr197718733-DFPDengue disease,protection against,association withCD209A > G:GGGHuman
CR095376Chr1940464739+DPIncreased liver ironconcentrationHAMPA > G:GGADenisovaandchimpanzee
CR050427Chr1946188969+FPCYP2B6 expression,association withCYP2B6T > C:CCCHuman
CR051274Chr1954149750+DFPDisease progression,chronic lymphocyticleukaemia,association withBAXG > A:GAGDenisovan
CR010588Chr1960077416+DPImmunoglobulin Anephropathy,association withFCART > C:CCCHuman
CR051277Chr269468799-DPObesity, associationwithGFPT1C > T:TTTHuman
CR025220Chr2234330398+DFPHyperbilirubinaemia,association withUGT1A1T > G:GGGHuman
CR075263Chr2017370063+DPDiabetes, type 2,association withPCSK2T > C:CCCHuman
CR077665Chr2044066518+FPIncreased expression,association with?MMP9C > T:TTTHuman
CR078166Chr2133619134+FPIncreased expression,association withIFNAR1T > C:CCTDenisovaandchimpanzee
CR054260Chr2138590628+FPPromoter activity,association withKCNJ15T > G:GTTChimpanzee
CR096274Chr2142492734+DFPCoronary arterydisease, severity,association withABCG1T > G:GGTDenisovaandchimpanzee
CR032439Chr312328198+DFPIncreased height/lipidmetabolism,association withPPARGC > G:GGGHuman
CR066664Chr3129680794-DPCoronary arterydisease, associationwithGATA2G > A:AGGChimpanzee
CR014438Chr3185572960-DPMyocardial infarction,association withTHPOC > T:TTTHuman
CR004797Chr426101320-DPHigher percentagebody fat, associationwithCCKARC > A:ACCChimpanzee
CR045948Chr469995928+FPPromoter activity,association withUGT2B7G > A:AAAHuman
CR025435Chr4111053559+DFPMalignant melanoma,association withEGFA > G:GGGHuman
CR057903Chr4155703465+DFPCerebral infarction,association withFGBC > T:TTTHuman
CR071281Chr4156348632+DPObesity, associationwithNPY2RC > T:TTTHuman
CR071289Chr51499389-DPAttention-deficithyperactivitydisorder, associationwithSLC6A3A > G:GGGHuman
CR086597Chr5110434641+FPIncreased promoteractivity, associationwithTSLPC > T:TCCChimpanzee
CR035513Chr5131436741+DPReduced severity inatopic dermatitis,association withCSF2A > C:CCCHuman
CR015845Chr5132020708+DPAsthma, associationwithIL13C > T:TTCDenisovaandchimpanzee
CR082018Chr678227843-DFPAggressive behaviour,association withHTR1BC > T:TCCChimpanzee
CR073540Chr6131935252+DPMyocardial infarction,association withARG1G > T:TTTHuman
CR052970Chr6132254387+DPObesity, associationwithENPP1A > G:GGGHuman
CR075243Chr6132314950-DFPSystemic sclerosis,association withCTGFC > G:CGGAncient
CR075274Chr6133077018-DPHDL cholesterolconcentration,association withVNN1A > C:CCCHuman
CR077383Chr6154401054+FPIncreased promoteractivity, associationwithOPRM1A > G:GGGHuman
CR066667Chr730969948+DPBreast cancer,decreased risk,association withGHRHRC > T:TTTHuman
CR092300Chr7111902894+DFPSeverity in cysticfibrosis, associationwithIFRD1C > T:TTTHuman
CR068449Chr7128381961+DPSLE, associationwith?IRF5C > T:TTTHuman
CR022507Chr7136351848+DPMajor depression inwomen, associationwithCHRM2T > A:AAAHuman
CR971950Chr819840951+FPLower plasmatriglyceride level,association withLPLT > G:GGGHuman
CR023703Chr8120034205-DPDecreased bonemineral density,association with?TNFRSF11BC > T:TTTHuman
CR084001Chr970877744+DPMyocardial infarction,association withFXNC > T:TTTHuman
CR102176Chr9100952292+DFPBreast cancer,association withTGFBR1A > G:GGGHuman
CR020827Chr9106730271-DPIncreased risk ofcoronary arterydisease, associationwithABCA1G > A:AAAHuman
CR045560Chr9106730659-FPReduced plasmaHDL cholesterol,association withABCA1C > G:GGGHuman
CR091269Chr9116608587-DFPCrohn's disease,susceptibility to,association withTNFSF15A > G:GGGHuman
CR034594Chr9124172343+FPInhibition ofprostaglandin H2formation,association with?PTGS1A > G:GAGNeanderthalandchimpanzee
CR054255Chr9127043845-DPBipolar disorder,association with?HSPA5T > C:CCCHuman
CR077381ChrX113724838+FPReduced promoteractivity, associationwithHTR2CG > C:CGGChimpanzee
CR063398ChrX135554616+FPIncreased solubleCD40 ligand(CD40L) levels,association withCD40LGA > G:GGGHuman
Table S3

PCMs covered by the Denisovan sequence but not the Neanderthal sequence

AccChrLocationStrandTagDiseaseGeneMutationAA seqType
CM062419chr119483828-DPLeukaemia, risk,association withAKR7A3C > T:CTAsp-AsnDenisovan
CM098300chr124074507-DFPEating disorders,association withCNR2T > C:CCGln-ArgAncestral
CM066774chr1110267989+DPPeriodontitis,association with?CSF1T > C:CCLeu-ProAncestral
CM094244chr1111656412+FPIncreased enzymeactivity, associationwith?CHIAA > G:GAAsn-AspDerived
CM094243chr1111656461+DFPAsthma, protectionagainst, associationwith?CHIAG > T:TGArg-MetDerived
CM084968chr1150552554-DPPsoriasis, increasedrisk, association withFLGG > A:AGPro-SerDerived
CM067657chr1156591049+DPGuillain-Barrésyndrome, reducedrisk, association withCD1EA > G:GGGln-ArgAncestral
CM033904chr1169444714+FPFlavin-containingmonooxygenase 2(FMO2) gene variantFMO2T > C:CCTerm-GlnAncestral
CM043273chr1195670491+DMRetinitis pigmentosaCRB1G > A:AGGly-SerDerived
CM024366chr1224093029+DFPPreeclampsia,association withEPHX1A > G:GAHis-ArgDerived
CM994344chr10115795046+FPGain of function,association withADRB1G > C:CCGly-ArgAncestral
CM067436chr117020956+DMSpermatogenicfailureNLRP14G > A:AGAla-ThrDerived
CM043536chr1147326617-DMCardiomyopathy,hypertrophic?MYBPC3T > C:CTSer-GlyDerived
CM035848chr1157739196+FPOlfactory receptordeficiency?OR1S1G > A:GAArg-HisDenisovan
CM087504chr11102218830-DPBlood pressure,association withMMP3T > C:CCLys-GluAncestral
CM041241chr11112776038+FPReduced dopamineD2 receptor(DRD2) receptordensity, associationwith?ANKK1G > A:AAGlu-LysAncestral
CM082943chr11118720796-DMPrimaryangle-closureglaucoma?MFRPC > T:TTArg-HisAncestral
CM075018chr11130255852-DPCoronary heartdisease, associationwithSNX19A > C:CCLeu-ArgAncestral
CM091988chr1232913201-DMArrhythmogenicright ventricularcardiomyopathyPKP2A > G:GGLeu-ProAncestral
CM087618chr1256152088+DFPInflammatory boweldisease, associationwithGLI1G > C:CCGlu-GlnAncestral
CM098354chr12120099486+FPAltered function,association withP2RX7G > A:AAAla-ThrAncestral
CM065186chr1338162690+DPColorectal cancer,increased risk,association withFREM2T > C:CCPhe-SerAncestral
CM063919chr1345546095-FPHigherthrombin-activatablefibrinolysis inhibitor(TAFI) antigen levels,association withCPB2C > T:TTAla-ThrAncestral
CM044579chr1351413355-DMWilson disease?ATP7BA > G:GGVal-AlaAncestral
CM063843chr1419994994+DFPAmyotrophic lateralsclerosis, associationwithAPEX1T > G:GGAsp-GluAncestral
CM073244chr1420010446+DPFaster cognitivedecline inAlzheimer's disease,association withNPG > A:AGGly-SerDerived
CM068495chr1549316404-DPIncreased corticalbone mass density,association withCYP19A1T > C:CCVal-ValAncestral
CM045806chr1583248435+FPReduced affinity forgemcitabine,association withSLC28A1G > A:AGVal-IleDerived
CM102885chr1610908349+DPMultiple sclerosis,increased risk,association withCIITAG > C:CCGly-AlaAncestral
CM093131chr1655950234+DPHelicobacterpylori-related gastriccarcinoma,association withCCL22A > C:CCAsp-AlaAncestral
CM067679chr177858004+DPLung cancer,susceptibility to,association withGUCY2DT > A:AALeu-HisAncestral
CM073339chr1724310977-DMFebrile seizures?SEZ6T > C:CCThr-AlaAncestral
CM057951chr1737960432+DPEndometriosis,association withHSD17B1A > G:AGSer-GlyDenisovan
CM994214chr1739808591-DPReduced post-strokemortality, associationwithITGA2BA > C:GCIle-SerUnsure
CM091892chr1742363569+DPHypertension,association withGOSR2G > A:AGArg-LysDerived
CM091876chr1773642170+DPEpidermodysplasiaverruciformis,susceptibility in HIV,association withTMC8A > T:TAAsn-IleDerived
CM000831chr193546794-DPBronchial asthma,association withTBXA2RA > G:GGTyr-TyrAncestral
CM030470chr1918041451-DPTuberculosis,susceptibility to,association withIL12RB1A > G:GGMet-ThrAncestral
CM044082chr1918407678-DPSpina bifida, reducedrisk, association withisyna1T > C:CCLeu-LeuAncestral
CM057586chr1940534926+DPIncreased beta-cellfunction, associationwithFFAR1G > A:AAArg-HisAncestral
CM057545chr1950560149-DPLung adenocarcinoma,increased risk,association withERCC2G > T:GTArg-ArgDenisovan
CM044227chr1960088712+DPAggressiveperiodontitis,reduced risk, assocwithFCARA > G:GGArg-ArgAncestral
CM003809chr238155681-DPBreast or lungcancer, associationwithCYP1B1C > A:AAAla-SerAncestral
CM101950chr298363138+DMProgressive conedystrophy?CNGA3C > T:TCPro-LeuDerived
CM092797chr2169550992-FPAlternate splicing,association withABCB11T > C:CTGly-GlyDerived
CM066575chr2218738088-DPAIDS progression,protection,association withIL8RAA > C:CCMet-ArgAncestral
CM057769chr2234266408+FPAltered enzymeactivity, associationwithUGT1A6T > G:GGSer-AlaAncestral
CM910018chr2241466189+DPHyperoxaluria,association withAGXTA > G:GGIle-MetAncestral
CM053304chr2054257212+DPObesity, associationwithMC3RC > A:AAThr-LysAncestral
CM970391chr2218331207+DFPSchizoaffectivedisorder, associationwithCOMTC > G:GGLeu-LeuAncestral
CM961335chr2230817700+DMGlucose/galactosemalabsorptionSLC5A1G > A:AAAla-ThrAncestral
CM930187chr2240853887-DPParkinson's disease,association withCYP2D6G > A:GAArg-CysDenisovan
CM099899chr2241888870+FPIncreasedpregnenolone levels,association withTSPOA > G:GGThr-AlaAncestral
CM025430chr42975841+FPActivity, associationwithGRK4C > T:TTAla-ValAncestral
CM013959chr423424760-DPDiabetes, type 2,association withPPARGC1AC > T:TCGly-SerDerived
CM033593chr4100479812-DPAlcoholism,increased risk,association with?ADH1CT > C:CCIle-ValAncestral
CM064956chr4109893565-DPColorectal cancer,increased risk,association withAGXT2L1A > G:GGSer-ProAncestral
CM030066chr4149576925-FPReduced expression,association withNR3C2T > C:TCIle-ValDenisovan
CM080365chr4155711209+DPIncreased clotstiffness, associationwithFGBG > A:AAArg-LysAncestral
CM057405chr4156355126+DPSevere obesity, inmen, associationwithNPY2RC > T:TTIle-IleAncestral
CM067358chr522114341-DPLung cancer,susceptibility to,association withCDH12C > T:TTVal-MetAncestral
CM094788chr5121441107-DFPBreast cancer,increased risk, inAfrican Americanwomen, associationwithLOXC > T:TTArg-GlnAncestral
CM013815chr5147461148+DPAtopy, maternallyinherited,association withSPINK5G > A:GAGlu-LysDenisovan
CM083577chr624611569+DFPImpaired cognitivefunction, associationwithALDH5A1C > T:TTHis-TyrAncestral
CM086146chr625921129-DPUric acidconcentration,association withSLC17A1G > A:AAThr-IleAncestral
CM052232chr680683094-DPAge-relatedmaculopathy,association withELOVL4T > C:CTMet-ValDerived
CM073245chr734784638+DPPanic disorder, inmales, associationwithNPSR1A > T:TTAsn-IleAncestral
CM084696chr787017537-DFPParkinson's disease,association withABCB1A > G:GGGly-GlyAncestral
CM091200chr7129737976+DPProstate cancer,aggressiveearly-onset,association withCPA4G > T:TTGly-CysAncestral
CM952203chr7142350235-FPKell blood groupvariationKELA > G:GALeu-ProDerived
CM073993chr7150188598+FPReduced activity,association withABP1C > G:GGHis-AspAncestral
CM973386chr818124281+FPIncreased activity,association withNAT1G > A:AGVal-IleDerived
CM099895chr824412708+DPSchizophrenia,association withADAM7A > C:CCAsn-HisAncestral
CM064954chr826683945-DPHypertension,association with?ADRA1AA > G:GGCys-ArgAncestral
CM033767chr827414422+DFPCoronary heartdisease, inCaucasians,association withEPHX2A > G:GALys-ArgDerived
CM034886chr891059655-DPLung cancer,association with?NBNC > G:GGGlu-GlnAncestral
CM045665chr8120033233-DPOsteoporoticfractures, associationwithTNFRSF11BG > C:CGAsn-LysDerived
CM093465chr92181309+DFPSchizophrenia,association withSMARCA2C > G:GCAsp-GluDerived
CM073190chrX43475980+DPBipolar disorder,association with?MAOAT > G:TGArg-ArgDenisovan
CR072321chr111841858-DFPDiabetes, type, 2,reduced risk,association withNPPBA > G:GGAncestral
CR080762chr115645754+DMPancreatitis, chronic?CTRCT > C:CCAncestral
CR080761chr115645757+DMPancreatitis, chronic?CTRCA > G:GGAncestral
CR016187chr187101113-FPIncreasedselenocysteineinsertion sequence(SECIS) efficiency,association withsep15C > T:TTAncestral
CR092707chr1201194130-DFPLower insulinresistance,association withADIPOR1C > T:TTAncestral
CR034628chr1026545502+DPObesity, associationwith?GAD2G > A:GADenisovan
CR061340chr1135397552-DFPProgressing stroke,increased risk,association withSLC1A2T > G:GGAncestral
CR068212chr1159612604+DFPAsthma,aspirin-intolerantMS4A2T > C:CCAncestral
CR063407chr1450069895-DPDiabetes, type 2,reduced risk,association withMAP4K5G > A:AAAncestral
CR077666chr1571712835-DFPSchizophrenia,reduced risk,association with?NPTNC > A:CADenisovan
CR084880chr1735697157+DFPHepatocellularcarcinoma, reducedrisk, association withCDC6A > G:GGAncestral
CR087465chr1739785770+DFPFrontotemporaldementia,association withGRNC > T:TTAncestral
CR035036chr18647685+FPTranscriptionalactivity, associationwithTYMSG > C:CCAncestral
CR032436chr1845342041+DPHigh-densitylipoprotein (HDL)cholesterol levels,association with?LIPGA > C:CADerived
CR087182chr1944589133+DFPRheumatoidarthritis, shorterduration, associationwithZFP36A > G:GGAncestral
CR035033chr1946188301+FPCytochrome P-450(CYP) 2B6expression,association with?CYP2B6T > C:CCAncestral
CR068525chr269467665-DFPDiabetes, type 2,association withGFPT1A > G:GGAncestral
CR077669chr285748849-FPIncreased promoteractivity, associationwithSFTPBT > G:GGAncestral
CR093507chr2168743982-DFPHypertension,association withSTK39A > G:GGAncestral
CR093026chr2169465787+DFPIncreased insulinsecretion,association withG6PC2G > A:AAAncestral
CR073559chr2224174588-DFPHypertension,association withSCG2C > T:TTAncestral
CR053505chr204653756+DPCreutzfeldt-Jakobdisease, associationwith?PRNDT > C:CCAncestral
CR015272chr2240858326-FPIntermediatemetaboliser,association with?CYP2D6C > G:GGAncestral
CR055620chr475938792-FPPromoter activity,association withBTCC > G:GGAncestral
CR093469chr62945302+DFPBreast cancer,decreased risk,association withNQO2A > C:CADerived
CR035882chr678230101-DFPSuicidal ideation, inmajor depression,association withHTR1BA > C:CADerived
CR025333chr6137582213-DFPMalaria,susceptibility,association withIFNGR1A > G:GGAncestral
CR093919chr6153121754+DPPulmonary arterialhypertension,idiopathic,association with?VIPT > C:CCAncestral
CR016149chr722732746+FPAlteredtranscriptionalactivity, associationwithIL6A > G:GGAncestral
CR053504chr791995822-FPGene expression,association withPEX1A > G:GADerived
CR041138chr799192235-DPProstate cancer, lowaggressiveness,association withCYP3A4G > A:AGDerived
CR072316chr7128376663+FPShorter transcript,association withIRF5G > A:AAAncestral
CR962526chr841774321-DMSpherocytosisANK1A > G:GADerived
CR098013chr922109195+DFPCoronary arterydisease, associationwithCDKN2BASC > T:CTDenisovan
CR044772chr999499399-DPLung adenocarcinoma,risk, association withXPAT > C:CCAncestral
CR020828chr9106730356-DPReduced risk ofcoronary arterydisease, associationwithABCA1G > C:CCAncestral
CR052068chr9136911887+FPPromoter activity,association withFCN2A > G:GGAncestral
CR042847chr9138995962+DPHDL cholesterol,association with?PTGDSA > C:CCAncestral
PCMs covered by both the Denisovan sequence and the Neanderthal sequence PCMs covered by the Denisovan sequence but not the Neanderthal sequence

Human variants with significantly different population frequencies at sites of PCMs

The FST was used to quantify the allele frequency differences for the different polymorphic PCMs between extant African, Asian and European populations. Alleles that have been the target of localised positive selection tend to exhibit unusually high FST values [22,23]. We therefore compared the FST values of the ancestral polymorphic PCMs with the empirical FST distribution derived from all HapMap SNPs (International HapMap Consortium, 2007),[24] to assess the significance of individual FST values. We identified six PCMs with significantly elevated FST values (Table 5).
Table 5

PCMs (disease-causing and disease-related) with significantly different genotype frequencies in different HapMap populations

AsianEuropeanAfricanPair-wise FST (p value)
GenersHGMDAccWTPCMfWTnfWTnfWTnAsian-AfricanEuropean-AfricanAsian-European
SLC24A5rs1426654CM054862AG0.011781.001160.03120-0.001 (0.8490)0.974 (0.0054)0.987 (0.0010)
TP53BP1*rs2602141CM067476TG0.521760.691200.001200.470 (0.2830)0.689 (0.0489)0.054 (0.5701)
CAPN3*rs1801449CM099258GA0.911780.941200.231200.653 (0.2234)0.143 (0.3877)0.680 (0.0026)
TP53BP1*rs560191CM067475GC0.521780.691200.001200.475 (0.2981)0.689 (0.0489)0.051 (0.5536)
ADH1Brs1229984CM890003TC0.751780.001200.001180.715 (0.1576)NA (NA)0.717 (0.0197)
ENPP1*rs1044498CM993455AC0.941800.871180.001200.927 (0.0314)0.873 (0.0110)0.020 (0.6004)

*Previously reported by Zhang et al.[10]

rs: reference number, dbSNP, WT: wild type, fWT: frequency of the wild-type allele, NA: Not applicable.

PCMs (disease-causing and disease-related) with significantly different genotype frequencies in different HapMap populations *Previously reported by Zhang et al.[10] rs: reference number, dbSNP, WT: wild type, fWT: frequency of the wild-type allele, NA: Not applicable. Although four of these PCMs had already been identified in our previous comparative analysis of the human, chimpanzee and Neanderthal genomes,[10] two novel PCMs were identified in the putative cation exchanger SLC24A5 (DP) gene and in the alcohol dehydrogenase ADH1B (FP) gene. These genes have in common the GO terms GO:0046872, GO:0043169 and GO:0043167, terms which relate to metal ion binding, cation binding and ion binding, respectively. The SLC24A5 variant appears to be associated with increased skin pigmentation and predominates in African/East Asian populations [25,26]. In conclusion, using the newly reported genome sequence from a Denisovan hominin, we have identified a number of PCMs in the chimpanzee, Neanderthal and Denisovan. Those human PCMs that were ancestral (ie both the Denisovan nucleotide and the chimpanzee nucleotide were identical to the human DM/disease-associated mutation) could potentially be indicative of either the human lineage-specific loss of compensatory nucleotide changes within the respective genes carrying the PCM, or adaptive differences between modern humans and Denisovans.
  24 in total

Review 1.  Estimating F-statistics.

Authors:  B S Weir; W G Hill
Journal:  Annu Rev Genet       Date:  2002-06-11       Impact factor: 16.830

Review 2.  An evolutionary framework for common diseases: the ancestral-susceptibility model.

Authors:  Anna Di Rienzo; Richard R Hudson
Journal:  Trends Genet       Date:  2005-09-08       Impact factor: 11.639

3.  Controlling the false-positive rate in multilocus genome scans for selection.

Authors:  Kevin R Thornton; Jeffrey D Jensen
Journal:  Genetics       Date:  2006-11-16       Impact factor: 4.562

4.  Genetic polymorphisms on the factor V gene in women with recurrent miscarriage and acquired APCR.

Authors:  Feroza Dawood; Roger Mountford; Roy Farquharson; Siobhan Quenby
Journal:  Hum Reprod       Date:  2007-07-19       Impact factor: 6.918

5.  Triangulation of the human, chimpanzee, and Neanderthal genome sequences identifies potentially compensated mutations.

Authors:  Guojie Zhang; Zhang Pei; Michael Krawczak; Edward V Ball; Matthew Mort; Hildegard Kehrer-Sawatzki; David N Cooper
Journal:  Hum Mutat       Date:  2010-12       Impact factor: 4.878

6.  Compensated pathogenic deviations: analysis of structural effects.

Authors:  Anja Baresić; Lisa E M Hopcroft; Hubert H Rogers; Jacob M Hurst; Andrew C R Martin
Journal:  J Mol Biol       Date:  2009-11-06       Impact factor: 5.469

7.  Extreme evolutionary disparities seen in positive selection across seven complex diseases.

Authors:  Erik Corona; Joel T Dudley; Atul J Butte
Journal:  PLoS One       Date:  2010-08-17       Impact factor: 3.240

8.  A second generation human haplotype map of over 3.1 million SNPs.

Authors:  Kelly A Frazer; Dennis G Ballinger; David R Cox; David A Hinds; Laura L Stuve; Richard A Gibbs; John W Belmont; Andrew Boudreau; Paul Hardenbol; Suzanne M Leal; Shiran Pasternak; David A Wheeler; Thomas D Willis; Fuli Yu; Huanming Yang; Changqing Zeng; Yang Gao; Haoran Hu; Weitao Hu; Chaohua Li; Wei Lin; Siqi Liu; Hao Pan; Xiaoli Tang; Jian Wang; Wei Wang; Jun Yu; Bo Zhang; Qingrun Zhang; Hongbin Zhao; Hui Zhao; Jun Zhou; Stacey B Gabriel; Rachel Barry; Brendan Blumenstiel; Amy Camargo; Matthew Defelice; Maura Faggart; Mary Goyette; Supriya Gupta; Jamie Moore; Huy Nguyen; Robert C Onofrio; Melissa Parkin; Jessica Roy; Erich Stahl; Ellen Winchester; Liuda Ziaugra; David Altshuler; Yan Shen; Zhijian Yao; Wei Huang; Xun Chu; Yungang He; Li Jin; Yangfan Liu; Yayun Shen; Weiwei Sun; Haifeng Wang; Yi Wang; Ying Wang; Xiaoyan Xiong; Liang Xu; Mary M Y Waye; Stephen K W Tsui; Hong Xue; J Tze-Fei Wong; Luana M Galver; Jian-Bing Fan; Kevin Gunderson; Sarah S Murray; Arnold R Oliphant; Mark S Chee; Alexandre Montpetit; Fanny Chagnon; Vincent Ferretti; Martin Leboeuf; Jean-François Olivier; Michael S Phillips; Stéphanie Roumy; Clémentine Sallée; Andrei Verner; Thomas J Hudson; Pui-Yan Kwok; Dongmei Cai; Daniel C Koboldt; Raymond D Miller; Ludmila Pawlikowska; Patricia Taillon-Miller; Ming Xiao; Lap-Chee Tsui; William Mak; You Qiang Song; Paul K H Tam; Yusuke Nakamura; Takahisa Kawaguchi; Takuya Kitamoto; Takashi Morizono; Atsushi Nagashima; Yozo Ohnishi; Akihiro Sekine; Toshihiro Tanaka; Tatsuhiko Tsunoda; Panos Deloukas; Christine P Bird; Marcos Delgado; Emmanouil T Dermitzakis; Rhian Gwilliam; Sarah Hunt; Jonathan Morrison; Don Powell; Barbara E Stranger; Pamela Whittaker; David R Bentley; Mark J Daly; Paul I W de Bakker; Jeff Barrett; Yves R Chretien; Julian Maller; Steve McCarroll; Nick Patterson; Itsik Pe'er; Alkes Price; Shaun Purcell; Daniel J Richter; Pardis Sabeti; Richa Saxena; Stephen F Schaffner; Pak C Sham; Patrick Varilly; David Altshuler; Lincoln D Stein; Lalitha Krishnan; Albert Vernon Smith; Marcela K Tello-Ruiz; Gudmundur A Thorisson; Aravinda Chakravarti; Peter E Chen; David J Cutler; Carl S Kashuk; Shin Lin; Gonçalo R Abecasis; Weihua Guan; Yun Li; Heather M Munro; Zhaohui Steve Qin; Daryl J Thomas; Gilean McVean; Adam Auton; Leonardo Bottolo; Niall Cardin; Susana Eyheramendy; Colin Freeman; Jonathan Marchini; Simon Myers; Chris Spencer; Matthew Stephens; Peter Donnelly; Lon R Cardon; Geraldine Clarke; David M Evans; Andrew P Morris; Bruce S Weir; Tatsuhiko Tsunoda; James C Mullikin; Stephen T Sherry; Michael Feolo; Andrew Skol; Houcan Zhang; Changqing Zeng; Hui Zhao; Ichiro Matsuda; Yoshimitsu Fukushima; Darryl R Macer; Eiko Suda; Charles N Rotimi; Clement A Adebamowo; Ike Ajayi; Toyin Aniagwu; Patricia A Marshall; Chibuzor Nkwodimmah; Charmaine D M Royal; Mark F Leppert; Missy Dixon; Andy Peiffer; Renzong Qiu; Alastair Kent; Kazuto Kato; Norio Niikawa; Isaac F Adewole; Bartha M Knoppers; Morris W Foster; Ellen Wright Clayton; Jessica Watkin; Richard A Gibbs; John W Belmont; Donna Muzny; Lynne Nazareth; Erica Sodergren; George M Weinstock; David A Wheeler; Imtaz Yakub; Stacey B Gabriel; Robert C Onofrio; Daniel J Richter; Liuda Ziaugra; Bruce W Birren; Mark J Daly; David Altshuler; Richard K Wilson; Lucinda L Fulton; Jane Rogers; John Burton; Nigel P Carter; Christopher M Clee; Mark Griffiths; Matthew C Jones; Kirsten McLay; Robert W Plumb; Mark T Ross; Sarah K Sims; David L Willey; Zhu Chen; Hua Han; Le Kang; Martin Godbout; John C Wallenburg; Paul L'Archevêque; Guy Bellemare; Koji Saeki; Hongguang Wang; Daochang An; Hongbo Fu; Qing Li; Zhen Wang; Renwu Wang; Arthur L Holden; Lisa D Brooks; Jean E McEwen; Mark S Guyer; Vivian Ota Wang; Jane L Peterson; Michael Shi; Jack Spiegel; Lawrence M Sung; Lynn F Zacharia; Francis S Collins; Karen Kennedy; Ruth Jamieson; John Stewart
Journal:  Nature       Date:  2007-10-18       Impact factor: 49.962

Review 9.  Genetics in geographically structured populations: defining, estimating and interpreting F(ST).

Authors:  Kent E Holsinger; Bruce S Weir
Journal:  Nat Rev Genet       Date:  2009-09       Impact factor: 53.242

10.  The Human Gene Mutation Database: 2008 update.

Authors:  Peter D Stenson; Matthew Mort; Edward V Ball; Katy Howells; Andrew D Phillips; Nick St Thomas; David N Cooper
Journal:  Genome Med       Date:  2009-01-22       Impact factor: 11.117

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  1 in total

1.  Motifome comparison between modern human, Neanderthal and Denisovan.

Authors:  Matyas F Cserhati; Mary-Ellen Mooter; Lauren Peterson; Benjamin Wicks; Peng Xiao; Mark Pauley; Chittibabu Guda
Journal:  BMC Genomics       Date:  2018-06-18       Impact factor: 3.969

  1 in total

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