Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal
Hoffman J, Thorne MA, Trathan PN, Forcada J (2013)
BMC Genomics 14(1): 52.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
Download
Autor*in
Hoffman, JosephUniBi ;
Thorne, Michael As;
Trathan, Philip N;
Forcada, Jaume
Einrichtung
Abstract / Bemerkung
BACKGROUND: Transcriptomes are powerful resources, providing a window on the expressed portion of the genome that can be generated rapidly and at low cost for virtually any organism. However, because many genes have tissue-specific expression patterns, developing a complete transcriptome usually requires a 'discovery pool' of individuals to be sacrificed in order to harvest mRNA from as many different types of tissue as possible. This hinders transcriptome development in large, charismatic and endangered species, many of which stand the most to gain from such approaches. To circumvent this problem in a model pinniped species, we 454 sequenced cDNA from testis, heart, spleen, intestine, kidney and lung tissues obtained from nine adult male Antarctic fur seals (Arctocephalus gazella) that died of natural causes at Bird Island, South Georgia. RESULTS: After applying stringent quality control criteria based on length and annotation, we obtained 12,397 contigs which, in combination with 454 data previously obtained from skin, gave a total of 23,096 unique contigs. Homology was found to 77.0% of dog (Canis lupus familiaris) transcripts, suggesting that the combined assembly represents a substantial proportion of this species' transcriptome. Moreover, only 0.5% of transcripts revealed sequence similarity to bacteria, implying minimal contamination, and the percentage of transcripts involved in cell death was low at 2.6%. Transcripts with immune-related annotations were almost five-fold enriched relative to skin and represented 13.2% of all spleen-specific contigs. By reference to the dog, we also identified transcripts revealing homology to five class I, ten class II and three class III genes of the Major Histocompatibility Complex and derived the putative genomic distribution of 17,121 contigs, 2,119 in silico mined microsatellites and 9,382 single nucleotide polymorphisms. CONCLUSIONS: Our findings suggest that transcriptome development based on samples collected post mortem may greatly facilitate genomic studies, not only of marine mammals but also more generally of species that are of conservation concern.
Erscheinungsjahr
2013
Zeitschriftentitel
BMC Genomics
Band
14
Ausgabe
1
Art.-Nr.
52
ISSN
1471-2164
Finanzierungs-Informationen
Open-Access-Publikationskosten wurden durch die Deutsche Forschungsgemeinschaft und die Universität Bielefeld gefördert.
Page URI
https://pub.uni-bielefeld.de/record/2556267
Zitieren
Hoffman J, Thorne MA, Trathan PN, Forcada J. Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal. BMC Genomics. 2013;14(1): 52.
Hoffman, J., Thorne, M. A., Trathan, P. N., & Forcada, J. (2013). Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal. BMC Genomics, 14(1), 52. doi:10.1186/1471-2164-14-52
Hoffman, Joseph, Thorne, Michael As, Trathan, Philip N, and Forcada, Jaume. 2013. “Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal”. BMC Genomics 14 (1): 52.
Hoffman, J., Thorne, M. A., Trathan, P. N., and Forcada, J. (2013). Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal. BMC Genomics 14:52.
Hoffman, J., et al., 2013. Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal. BMC Genomics, 14(1): 52.
J. Hoffman, et al., “Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal”, BMC Genomics, vol. 14, 2013, : 52.
Hoffman, J., Thorne, M.A., Trathan, P.N., Forcada, J.: Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal. BMC Genomics. 14, : 52 (2013).
Hoffman, Joseph, Thorne, Michael As, Trathan, Philip N, and Forcada, Jaume. “Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal”. BMC Genomics 14.1 (2013): 52.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Copyright Statement:
Dieses Objekt ist durch das Urheberrecht und/oder verwandte Schutzrechte geschützt. [...]
Volltext(e)
Access Level
Open Access
Zuletzt Hochgeladen
2019-09-06T09:18:10Z
MD5 Prüfsumme
13c92b63442e2ee3bccd2c21e9864363
Daten bereitgestellt von European Bioinformatics Institute (EBI)
12 Zitationen in Europe PMC
Daten bereitgestellt von Europe PubMed Central.
Experimental validation of in silico predicted RAD locus frequencies using genomic resources and short read data from a model marine mammal.
Vendrami DLJ, Forcada J, Hoffman JI., BMC Genomics 20(1), 2019
PMID: 30669975
Vendrami DLJ, Forcada J, Hoffman JI., BMC Genomics 20(1), 2019
PMID: 30669975
Transcriptome analysis revealed potential mechanisms of differences in physiological stress responses between caged male and female magpies.
Wang Y, Guo J, Wang L, Tian H, Sui J., BMC Genomics 20(1), 2019
PMID: 31159743
Wang Y, Guo J, Wang L, Tian H, Sui J., BMC Genomics 20(1), 2019
PMID: 31159743
Sixteen kiwi (Apteryx spp) transcriptomes provide a wealth of genetic markers and insight into sex chromosome evolution in birds.
Ramstad KM, Miller HC, Kolle G., BMC Genomics 17(), 2016
PMID: 27230888
Ramstad KM, Miller HC, Kolle G., BMC Genomics 17(), 2016
PMID: 27230888
Genomic Methods Take the Plunge: Recent Advances in High-Throughput Sequencing of Marine Mammals.
Cammen KM, Andrews KR, Carroll EL, Foote AD, Humble E, Khudyakov JI, Louis M, McGowen MR, Olsen MT, Van Cise AM., J Hered 107(6), 2016
PMID: 27511190
Cammen KM, Andrews KR, Carroll EL, Foote AD, Humble E, Khudyakov JI, Louis M, McGowen MR, Olsen MT, Van Cise AM., J Hered 107(6), 2016
PMID: 27511190
Transcriptomic SNP discovery for custom genotyping arrays: impacts of sequence data, SNP calling method and genotyping technology on the probability of validation success.
Humble E, Thorne MA, Forcada J, Hoffman JI., BMC Res Notes 9(1), 2016
PMID: 27562535
Humble E, Thorne MA, Forcada J, Hoffman JI., BMC Res Notes 9(1), 2016
PMID: 27562535
Brain transcriptomes of harbor seals demonstrate gene expression patterns of animals undergoing a metabolic disease and a viral infection.
Rosales SM, Vega Thurber RL., PeerJ 4(), 2016
PMID: 28028481
Rosales SM, Vega Thurber RL., PeerJ 4(), 2016
PMID: 28028481
Transcriptome analysis of northern elephant seal (Mirounga angustirostris) muscle tissue provides a novel molecular resource and physiological insights.
Khudyakov JI, Preeyanon L, Champagne CD, Ortiz RM, Crocker DE., BMC Genomics 16(), 2015
PMID: 25758323
Khudyakov JI, Preeyanon L, Champagne CD, Ortiz RM, Crocker DE., BMC Genomics 16(), 2015
PMID: 25758323
De novo assembly of the dual transcriptomes of a polymorphic raptor species and its malarial parasite.
Pauli M, Chakarov N, Rupp O, Kalinowski J, Goesmann A, Sorenson MD, Krüger O, Hoffman JI., BMC Genomics 16(), 2015
PMID: 26645667
Pauli M, Chakarov N, Rupp O, Kalinowski J, Goesmann A, Sorenson MD, Krüger O, Hoffman JI., BMC Genomics 16(), 2015
PMID: 26645667
Transcriptomic analysis of endangered Chinese salamander: identification of immune, sex and reproduction-related genes and genetic markers.
Che R, Sun Y, Wang R, Xu T., PLoS One 9(1), 2014
PMID: 24498226
Che R, Sun Y, Wang R, Xu T., PLoS One 9(1), 2014
PMID: 24498226
Brain transcriptome sequencing and assembly of three songbird model systems for the study of social behavior.
Balakrishnan CN, Mukai M, Gonser RA, Wingfield JC, London SE, Tuttle EM, Clayton DF., PeerJ 2(), 2014
PMID: 24883256
Balakrishnan CN, Mukai M, Gonser RA, Wingfield JC, London SE, Tuttle EM, Clayton DF., PeerJ 2(), 2014
PMID: 24883256
Comparative transcriptomic analyses revealed divergences of two agriculturally important aphid species.
Wang D, Liu Q, Jones HD, Bruce T, Xia L., BMC Genomics 15(), 2014
PMID: 25424897
Wang D, Liu Q, Jones HD, Bruce T, Xia L., BMC Genomics 15(), 2014
PMID: 25424897
Cross-amplification and validation of SNPs conserved over 44 million years between seals and dogs.
Hoffman JI, Thorne MA, McEwing R, Forcada J, Ogden R., PLoS One 8(7), 2013
PMID: 23874599
Hoffman JI, Thorne MA, McEwing R, Forcada J, Ogden R., PLoS One 8(7), 2013
PMID: 23874599
47 References
Daten bereitgestellt von Europe PubMed Central.
Rapid transcriptome characterization for a nonmodel organism using 454 pyrosequencing.
Vera JC, Wheat CW, Fescemyer HW, Frilander MJ, Crawford DL, Hanski I, Marden JH., Mol. Ecol. 17(7), 2008
PMID: 18266620
Vera JC, Wheat CW, Fescemyer HW, Frilander MJ, Crawford DL, Hanski I, Marden JH., Mol. Ecol. 17(7), 2008
PMID: 18266620
A hitchhiker's guide to expressed sequence tag (EST) analysis.
Nagaraj SH, Gasser RB, Ranganathan S., Brief. Bioinformatics 8(1), 2006
PMID: 16772268
Nagaraj SH, Gasser RB, Ranganathan S., Brief. Bioinformatics 8(1), 2006
PMID: 16772268
The molecular ecologist's guide to expressed sequence tags.
Bouck A, Vision T., Mol. Ecol. 16(5), 2007
PMID: 17305850
Bouck A, Vision T., Mol. Ecol. 16(5), 2007
PMID: 17305850
Sequencing breakthroughs for genomic ecology and evolutionary biology
HUDSON ME., Mol. Ecol. Notes 8(1), 2008
PMID: IND43986570
HUDSON ME., Mol. Ecol. Notes 8(1), 2008
PMID: IND43986570
Rapidly developing functional genomics in ecological model systems via 454 transcriptome sequencing.
Wheat CW., Genetica 138(4), 2008
PMID: 18931921
Wheat CW., Genetica 138(4), 2008
PMID: 18931921
Genome mapping in intensively studied wild vertebrate populations.
Slate J, Santure AW, Feulner PG, Brown EA, Ball AD, Johnston SE, Gratten J., Trends Genet. 26(6), 2010
PMID: 20444518
Slate J, Santure AW, Feulner PG, Brown EA, Ball AD, Johnston SE, Gratten J., Trends Genet. 26(6), 2010
PMID: 20444518
Conservation genetics in transition to conservation genomics.
Ouborg NJ, Pertoldi C, Loeschcke V, Bijlsma RK, Hedrick PW., Trends Genet. 26(4), 2010
PMID: 20227782
Ouborg NJ, Pertoldi C, Loeschcke V, Bijlsma RK, Hedrick PW., Trends Genet. 26(4), 2010
PMID: 20227782
Transcriptome sequencing of black grouse (Tetrao tetrix) for immune gene discovery and microsatellite development.
Wang B, Ekblom R, Castoe TA, Jones EP, Kozma R, Bongcam-Rudloff E, Pollock DD, Hoglund J., Open Biol 2(4), 2012
PMID: 22724064
Wang B, Ekblom R, Castoe TA, Jones EP, Kozma R, Bongcam-Rudloff E, Pollock DD, Hoglund J., Open Biol 2(4), 2012
PMID: 22724064
A comprehensive transcriptome and immune-gene repertoire of the lepidopteran model host Galleria mellonella.
Vogel H, Altincicek B, Glockner G, Vilcinskas A., BMC Genomics 12(), 2011
PMID: 21663692
Vogel H, Altincicek B, Glockner G, Vilcinskas A., BMC Genomics 12(), 2011
PMID: 21663692
Insights into shell deposition in the Antarctic bivalve Laternula elliptica: gene discovery in the mantle transcriptome using 454 pyrosequencing.
Clark MS, Thorne MA, Vieira FA, Cardoso JC, Power DM, Peck LS., BMC Genomics 11(), 2010
PMID: 20529341
Clark MS, Thorne MA, Vieira FA, Cardoso JC, Power DM, Peck LS., BMC Genomics 11(), 2010
PMID: 20529341
Mining transcriptome sequences towards identifying adaptive single nucleotide polymorphisms in lake whitefish species pairs (Coregonus spp. Salmonidae).
Renaut S, Nolte AW, Bernatchez L., Mol. Ecol. 19 Suppl 1(), 2010
PMID: 20331775
Renaut S, Nolte AW, Bernatchez L., Mol. Ecol. 19 Suppl 1(), 2010
PMID: 20331775
Spatio-temporal transcriptome of the human brain.
Kang HJ, Kawasawa YI, Cheng F, Zhu Y, Xu X, Li M, Sousa AM, Pletikos M, Meyer KA, Sedmak G, Guennel T, Shin Y, Johnson MB, Krsnik Z, Mayer S, Fertuzinhos S, Umlauf S, Lisgo SN, Vortmeyer A, Weinberger DR, Mane S, Hyde TM, Huttner A, Reimers M, Kleinman JE, Sestan N., Nature 478(7370), 2011
PMID: 22031440
Kang HJ, Kawasawa YI, Cheng F, Zhu Y, Xu X, Li M, Sousa AM, Pletikos M, Meyer KA, Sedmak G, Guennel T, Shin Y, Johnson MB, Krsnik Z, Mayer S, Fertuzinhos S, Umlauf S, Lisgo SN, Vortmeyer A, Weinberger DR, Mane S, Hyde TM, Huttner A, Reimers M, Kleinman JE, Sestan N., Nature 478(7370), 2011
PMID: 22031440
Genetic variability of transcript abundance in pig skeletal muscle at slaughter: relationships with meat quality traits.
Cherel P, Herault F, Vincent A, Le Roy P, Damon M., J. Anim. Sci. 90(3), 2011
PMID: 21984720
Cherel P, Herault F, Vincent A, Le Roy P, Damon M., J. Anim. Sci. 90(3), 2011
PMID: 21984720
Bayesian inference of a historical bottleneck in a heavily exploited marine mammal.
Hoffman JI, Grant SM, Forcada J, Phillips CD., Mol. Ecol. 20(19), 2011
PMID: 21895820
Hoffman JI, Grant SM, Forcada J, Phillips CD., Mol. Ecol. 20(19), 2011
PMID: 21895820
The looming crisis: interactions between marine mammals and fisheries
AUTHOR UNKNOWN, 2008
AUTHOR UNKNOWN, 2008
The impacts of climate change on marine mammals: early signs of significant problems
AUTHOR UNKNOWN, 2007
AUTHOR UNKNOWN, 2007
A dolphin peripheral blood leukocyte cDNA microarray for studies of immune function and stress reactions.
Mancia A, Lundqvist ML, Romano TA, Peden-Adams MM, Fair PA, Kindy MS, Ellis BC, Gattoni-Celli S, McKillen DJ, Trent HF, Chen YA, Almeida JS, Gross PS, Chapman RW, Warr GW., Dev. Comp. Immunol. 31(5), 2006
PMID: 17084893
Mancia A, Lundqvist ML, Romano TA, Peden-Adams MM, Fair PA, Kindy MS, Ellis BC, Gattoni-Celli S, McKillen DJ, Trent HF, Chen YA, Almeida JS, Gross PS, Chapman RW, Warr GW., Dev. Comp. Immunol. 31(5), 2006
PMID: 17084893
Sampling the transcriptome of the North Atlantic right whale
AUTHOR UNKNOWN, 2009
AUTHOR UNKNOWN, 2009
Mass mortality in seals caused by a newly discovered morbillivirus.
Osterhaus AD, Groen J, Spijkers HE, Broeders HW, UytdeHaag FG, de Vries P, Teppema JS, Visser IK, van de Bildt MW, Vedder EJ., Vet. Microbiol. 23(1-4), 1990
PMID: 2205971
Osterhaus AD, Groen J, Spijkers HE, Broeders HW, UytdeHaag FG, de Vries P, Teppema JS, Visser IK, van de Bildt MW, Vedder EJ., Vet. Microbiol. 23(1-4), 1990
PMID: 2205971
Pup mortality of the New Zealand fur seal (Arctocephalus forsteri lesson)
AUTHOR UNKNOWN, 1978
AUTHOR UNKNOWN, 1978
The high fidelity of the cetacean stranding record: insights into measuring diversity by integrating taphonomy and macroecology
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
Territoriality and breeding behaviour of adult male Antarctic fur seal, Arctocephalus gazella
AUTHOR UNKNOWN, 1980
AUTHOR UNKNOWN, 1980
Growth rates of Antarctic fur seal Arctocephalus gazella pups at South Georgia
AUTHOR UNKNOWN, 1984
AUTHOR UNKNOWN, 1984
Male reproductive strategy and the importance of maternal status in the Antarctic fur seal Arctocephalus gazella.
Hoffman JI, Boyd IL, Amos W., Evolution 57(8), 2003
PMID: 14503632
Hoffman JI, Boyd IL, Amos W., Evolution 57(8), 2003
PMID: 14503632
Exploring the relationship between parental relatedness and male reproductive success in the Antarctic fur seal Arctocephalus gazella.
Hoffman JI, Boyd IL, Amos W., Evolution 58(9), 2004
PMID: 15521464
Hoffman JI, Boyd IL, Amos W., Evolution 58(9), 2004
PMID: 15521464
Getting long in the tooth: a strong positive correlation between canine size and heterozygosity in Antarctic fur seals Arctocephalus gazella.
Hoffman JI, Hanson N, Forcada J, Trathan PN, Amos W., J. Hered. 101(5), 2010
PMID: 20457622
Hoffman JI, Hanson N, Forcada J, Trathan PN, Amos W., J. Hered. 101(5), 2010
PMID: 20457622
Female fur seals show active choice for males that are heterozygous and unrelated.
Hoffman JI, Forcada J, Trathan PN, Amos W., Nature 445(7130), 2007
PMID: 17287726
Hoffman JI, Forcada J, Trathan PN, Amos W., Nature 445(7130), 2007
PMID: 17287726
Exploring the mechanisms underlying a heterozygosity-fitness correlation for canine size in the Antarctic fur seal Arctocephalus gazella.
Hoffman JI, Forcada J, Amos W., J. Hered. 101(5), 2010
PMID: 20457623
Hoffman JI, Forcada J, Amos W., J. Hered. 101(5), 2010
PMID: 20457623
Gene discovery in the Antarctic fur seal (Arctocephalus gazella) skin transcriptome.
Hoffman JI., Mol Ecol Resour 11(4), 2011
PMID: 21466659
Hoffman JI., Mol Ecol Resour 11(4), 2011
PMID: 21466659
A novel approach for mining polymorphic microsatellite markers in silico.
Hoffman JI, Nichols HJ., PLoS ONE 6(8), 2011
PMID: 21853104
Hoffman JI, Nichols HJ., PLoS ONE 6(8), 2011
PMID: 21853104
Rates of assay success and genotyping error when single nucleotide polymorphism genotyping in non-model organisms: a case study in the Antarctic fur seal.
Hoffman JI, Tucker R, Bridgett SJ, Clark MS, Forcada J, Slate J., Mol Ecol Resour 12(5), 2012
PMID: 22727236
Hoffman JI, Tucker R, Bridgett SJ, Clark MS, Forcada J, Slate J., Mol Ecol Resour 12(5), 2012
PMID: 22727236
MHC genotype and near-deterministic mortality in grey seals.
de Assuncao-Franco M, Hoffman JI, Harwood J, Amos W., Sci Rep 2(), 2012
PMID: 22997548
de Assuncao-Franco M, Hoffman JI, Harwood J, Amos W., Sci Rep 2(), 2012
PMID: 22997548
Comparing de novo assemblers for 454 transcriptome data.
Kumar S, Blaxter ML., BMC Genomics 11(), 2010
PMID: 20950480
Kumar S, Blaxter ML., BMC Genomics 11(), 2010
PMID: 20950480
Digital gene expression analysis of the zebra finch genome.
Ekblom R, Balakrishnan CN, Burke T, Slate J., BMC Genomics 11(), 2010
PMID: 20359325
Ekblom R, Balakrishnan CN, Burke T, Slate J., BMC Genomics 11(), 2010
PMID: 20359325
Characterisation of the transcriptome of a wild great tit Parus major population by next generation sequencing.
Santure AW, Gratten J, Mossman JA, Sheldon BC, Slate J., BMC Genomics 12(), 2011
PMID: 21635727
Santure AW, Gratten J, Mossman JA, Sheldon BC, Slate J., BMC Genomics 12(), 2011
PMID: 21635727
Pathology of the antarctic fur seal (Arctocephalus gazella) in south Georgia.
Baker JR, Doidge DW., Br. Vet. J. 140(2), 1984
PMID: 6722508
Baker JR, Doidge DW., Br. Vet. J. 140(2), 1984
PMID: 6722508
Is MHC enough for understanding wildlife immunogenetics?
Acevedo-Whitehouse K, Cunningham AA., Trends Ecol. Evol. (Amst.) 21(8), 2006
PMID: 16764966
Acevedo-Whitehouse K, Cunningham AA., Trends Ecol. Evol. (Amst.) 21(8), 2006
PMID: 16764966
Phylogeny and divergence of the pinnipeds (Carnivora: Mammalia) assessed using a multigene dataset.
Higdon JW, Bininda-Emonds OR, Beck RM, Ferguson SH., BMC Evol. Biol. 7(), 2007
PMID: 17996107
Higdon JW, Bininda-Emonds OR, Beck RM, Ferguson SH., BMC Evol. Biol. 7(), 2007
PMID: 17996107
Development of a predicted physical map of microsatellite locus positions for pinnipeds, with wider applicability to the Carnivora.
Osborne AJ, Brauning R, Schultz JK, Kennedy MA, Slate J, Gemmell NJ., Mol Ecol Resour 11(3), 2010
PMID: 21481208
Osborne AJ, Brauning R, Schultz JK, Kennedy MA, Slate J, Gemmell NJ., Mol Ecol Resour 11(3), 2010
PMID: 21481208
The 2011 Nucleic Acids Research Database Issue and the online Molecular Biology Database Collection.
Galperin MY, Cochrane GR., Nucleic Acids Res. 39(Database issue), 2011
PMID: 21177655
Galperin MY, Cochrane GR., Nucleic Acids Res. 39(Database issue), 2011
PMID: 21177655
The SWISS-PROT protein sequence data bank and its new supplement TREMBL.
Bairoch A, Apweiler R., Nucleic Acids Res. 24(1), 1996
PMID: 8594581
Bairoch A, Apweiler R., Nucleic Acids Res. 24(1), 1996
PMID: 8594581
Basic local alignment search tool.
Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ., J. Mol. Biol. 215(3), 1990
PMID: 2231712
Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ., J. Mol. Biol. 215(3), 1990
PMID: 2231712
Molecular organization of the canine major histocompatibility complex.
Wagner JL., J. Hered. 94(1), 2003
PMID: 12692158
Wagner JL., J. Hered. 94(1), 2003
PMID: 12692158
Genomic sequence of the class II region of the canine MHC: comparison with the MHC of other mammalian species.
Debenham SL, Hart EA, Ashurst JL, Howe KL, Quail MA, Ollier WE, Binns MM., Genomics 85(1), 2005
PMID: 15607421
Debenham SL, Hart EA, Ashurst JL, Howe KL, Quail MA, Ollier WE, Binns MM., Genomics 85(1), 2005
PMID: 15607421
AUTHOR UNKNOWN, 0
Quality scores and SNP detection in sequencing-by-synthesis systems.
Brockman W, Alvarez P, Young S, Garber M, Giannoukos G, Lee WL, Russ C, Lander ES, Nusbaum C, Jaffe DB., Genome Res. 18(5), 2008
PMID: 18212088
Brockman W, Alvarez P, Young S, Garber M, Giannoukos G, Lee WL, Russ C, Lander ES, Nusbaum C, Jaffe DB., Genome Res. 18(5), 2008
PMID: 18212088
Export
Markieren/ Markierung löschen
Markierte Publikationen
Web of Science
Dieser Datensatz im Web of Science®Quellen
PMID: 23347513
PubMed | Europe PMC
Suchen in