RNA Sequencing (RNA-Seq) Reveals Extremely Low Levels of Reticulocyte-Derived Globin Gene Transcripts in Peripheral Blood From Horses (Equus caballus) and Cattle (Bos taurus)

RNA-seq has emerged as an important technology for measuring gene expression in peripheral blood samples collected from humans and other vertebrate species. In particular, transcriptomics analyses of whole blood can be used to study immunobiology and develop novel biomarkers of infectious disease. H...

Full description

Saved in:
Bibliographic Details
Published in:Frontiers in genetics Vol. 9; p. 278
Main Authors: Correia, Carolina N., McLoughlin, Kirsten E., Nalpas, Nicolas C., Magee, David A., Browne, John A., Rue-Albrecht, Kevin, Gordon, Stephen V., MacHugh, David E.
Format: Journal Article
Language:English
Published: Switzerland Frontiers Media S.A 14.08.2018
Subjects:
ISSN:1664-8021, 1664-8021
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract RNA-seq has emerged as an important technology for measuring gene expression in peripheral blood samples collected from humans and other vertebrate species. In particular, transcriptomics analyses of whole blood can be used to study immunobiology and develop novel biomarkers of infectious disease. However, an obstacle to these methods in many mammalian species is the presence of reticulocyte-derived globin mRNAs in large quantities, which can complicate RNA-seq library sequencing and impede detection of other mRNA transcripts. A range of supplementary procedures for targeted depletion of globin transcripts have, therefore, been developed to alleviate this problem. Here, we use comparative analyses of RNA-seq data sets generated from human, porcine, equine, and bovine peripheral blood to systematically assess the impact of globin mRNA on routine transcriptome profiling of whole blood in cattle and horses. The results of these analyses demonstrate that total RNA isolated from equine and bovine peripheral blood contains very low levels of globin mRNA transcripts, thereby negating the need for globin depletion and greatly simplifying blood-based transcriptomic studies in these two domestic species.
AbstractList RNA-seq has emerged as an important technology for measuring gene expression in peripheral blood samples collected from humans and other vertebrate species. In particular, transcriptomics analyses of whole blood can be used to study immunobiology and develop novel biomarkers of infectious disease. However, an obstacle to these methods in many mammalian species is the presence of reticulocyte-derived globin mRNAs in large quantities, which can complicate RNA-seq library sequencing and impede detection of other mRNA transcripts. A range of supplementary procedures for targeted depletion of globin transcripts have, therefore, been developed to alleviate this problem. Here, we use comparative analyses of RNA-seq data sets generated from human, porcine, equine, and bovine peripheral blood to systematically assess the impact of globin mRNA on routine transcriptome profiling of whole blood in cattle and horses. The results of these analyses demonstrate that total RNA isolated from equine and bovine peripheral blood contains very low levels of globin mRNA transcripts, thereby negating the need for globin depletion and greatly simplifying blood-based transcriptomic studies in these two domestic species.
RNA-seq has emerged as an important technology for measuring gene expression in peripheral blood samples collected from humans and other vertebrate species. In particular, transcriptomics analyses of whole blood can be used to study immunobiology and develop novel biomarkers of infectious disease. However, an obstacle to these methods in many mammalian species is the presence of reticulocyte-derived globin mRNAs in large quantities, which can complicate RNA-seq library sequencing and impede detection of other mRNA transcripts. A range of supplementary procedures for targeted depletion of globin transcripts have, therefore, been developed to alleviate this problem. Here, we use comparative analyses of RNA-seq data sets generated from human, porcine, equine, and bovine peripheral blood to systematically assess the impact of globin mRNA on routine transcriptome profiling of whole blood in cattle and horses. The results of these analyses demonstrate that total RNA isolated from equine and bovine peripheral blood contains very low levels of globin mRNA transcripts, thereby negating the need for globin depletion and greatly simplifying blood-based transcriptomic studies in these two domestic species.RNA-seq has emerged as an important technology for measuring gene expression in peripheral blood samples collected from humans and other vertebrate species. In particular, transcriptomics analyses of whole blood can be used to study immunobiology and develop novel biomarkers of infectious disease. However, an obstacle to these methods in many mammalian species is the presence of reticulocyte-derived globin mRNAs in large quantities, which can complicate RNA-seq library sequencing and impede detection of other mRNA transcripts. A range of supplementary procedures for targeted depletion of globin transcripts have, therefore, been developed to alleviate this problem. Here, we use comparative analyses of RNA-seq data sets generated from human, porcine, equine, and bovine peripheral blood to systematically assess the impact of globin mRNA on routine transcriptome profiling of whole blood in cattle and horses. The results of these analyses demonstrate that total RNA isolated from equine and bovine peripheral blood contains very low levels of globin mRNA transcripts, thereby negating the need for globin depletion and greatly simplifying blood-based transcriptomic studies in these two domestic species.
Author McLoughlin, Kirsten E.
MacHugh, David E.
Correia, Carolina N.
Gordon, Stephen V.
Rue-Albrecht, Kevin
Magee, David A.
Nalpas, Nicolas C.
Browne, John A.
AuthorAffiliation 2 UCD School of Veterinary Medicine, UCD College of Health and Agricultural Sciences University College Dublin, Dublin, Ireland
1 Animal Genomics Laboratory, UCD School of Agriculture and Food Science, UCD College of Health and Agricultural Sciences University College Dublin, Dublin, Ireland
3 UCD Conway Institute of Biomolecular and Biomedical Research University College Dublin, Dublin, Ireland
AuthorAffiliation_xml – name: 3 UCD Conway Institute of Biomolecular and Biomedical Research University College Dublin, Dublin, Ireland
– name: 1 Animal Genomics Laboratory, UCD School of Agriculture and Food Science, UCD College of Health and Agricultural Sciences University College Dublin, Dublin, Ireland
– name: 2 UCD School of Veterinary Medicine, UCD College of Health and Agricultural Sciences University College Dublin, Dublin, Ireland
Author_xml – sequence: 1
  givenname: Carolina N.
  surname: Correia
  fullname: Correia, Carolina N.
– sequence: 2
  givenname: Kirsten E.
  surname: McLoughlin
  fullname: McLoughlin, Kirsten E.
– sequence: 3
  givenname: Nicolas C.
  surname: Nalpas
  fullname: Nalpas, Nicolas C.
– sequence: 4
  givenname: David A.
  surname: Magee
  fullname: Magee, David A.
– sequence: 5
  givenname: John A.
  surname: Browne
  fullname: Browne, John A.
– sequence: 6
  givenname: Kevin
  surname: Rue-Albrecht
  fullname: Rue-Albrecht, Kevin
– sequence: 7
  givenname: Stephen V.
  surname: Gordon
  fullname: Gordon, Stephen V.
– sequence: 8
  givenname: David E.
  surname: MacHugh
  fullname: MacHugh, David E.
BackLink https://www.ncbi.nlm.nih.gov/pubmed/30154823$$D View this record in MEDLINE/PubMed
BookMark eNp1Uk1PGzEQXVWgQin3niofwyHBX7vZvVSCNASkqK0oPVteezYYOXawvWnzp_ob6yRQQaX6Ys-bN29mPPOuOHDeQVF8IHjEWN2cdwtwMKKY1COM6bh-UxyTquLDGlNy8OJ9VJzG-IDz4Q1jjL8tjhgmJa8pOy5-3365QN_hsQenjFugQbaH2T5Dt7AGaSOa_koBlmA3aO5_onlGM-i77E9G9darTYLhZwhmDRrNrG-NQ7NcGboL0kUVzCpFlLFvmbK6hyAturTea3QV_BJd-xAhosH0se8jUrKV1vbxDEmn0USmZAENLn1ESfYh4--Lwy4XBadP90nx42p6N7kezr_ObiYX86HiFU25bS11PSa8pQ2vFCakKxsmK9WxcUtLWkHDNQOiCC8Z05wDbgijBCtgFZeMnRQ3e13t5YNYBbOUYSO8NGIH-LAQMuT-LYha1YQpTcsaKNeybWiNcxGaN7StFaNZ69Nea9W3S9AKXMqf8Er0tceZe7Hwa1ERTDkts8DgSSD4PKiYxNJEBdZKB76PguKmKks8xjhTP77M9TfJ88AzodoTVPAxBuiEMkkm47epjRUEi-1yid1yie1yid1y5UD8T-Cz9n9D_gBDDtKA
CitedBy_id crossref_primary_10_1007_s11033_021_06808_w
crossref_primary_10_24072_pcjournal_239
crossref_primary_10_3389_fgene_2019_01296
crossref_primary_10_1038_s41467_022_28841_4
crossref_primary_10_3389_fvets_2021_662002
crossref_primary_10_1002_dta_3899
crossref_primary_10_1089_dna_2019_4701
crossref_primary_10_1111_joa_13112
crossref_primary_10_1111_tan_14494
crossref_primary_10_1186_s12864_021_07656_5
crossref_primary_10_3389_fvets_2022_888207
crossref_primary_10_1186_s12864_019_6122_2
crossref_primary_10_3390_antiox14081024
crossref_primary_10_3390_genes15040465
crossref_primary_10_3390_ijms26104633
Cites_doi 10.1098/rstb.2013.0427
10.1186/1751-0473-9-8
10.1371/journal.pone.0114036
10.1186/1297-9716-44-93
10.1128/jcm.01057-16
10.1371/journal.pone.0037581
10.1016/j.rvsc.2013.11.019
10.3892/etm.2015.2814
10.1093/nar/gkv1189
10.1038/nprot.2012.016
10.2527/jas.2016-0363
10.1371/journal.pone.0146550
10.1093/nar/gkw1134
10.3389/fimmu.2014.00396
10.1186/1472-6750-12-33
10.1038/sj.tpj.6500240
10.1186/s12916-016-0583-9
10.1186/1471-2164-11-251
10.1292/jvms.65.193
10.1586/14737159.2015.1059278
10.1093/nar/gkx1098
10.1186/s12863-017-0499-1
10.1186/1471-2164-13-28
10.1002/ar.1092130212
10.1111/1755-0998.12447
10.1111/j.1740-0929.2012.01060.x
10.1038/srep31584
10.1016/j.chom.2009.08.007
10.20506/rst.33.2.2292
10.1186/1471-2164-8-400
10.1186/gb-2004-5-10-r80
10.1371/journal.pcbi.1003118
10.1098/rstb.2010.0134
10.32614/CRAN.package.ggjoy
10.2353/jmoldx.2006.060021
10.1111/jpn.12345
10.12688/f1000research.7563.2
10.1007/s00335-010-9261-y
10.1093/nar/gkh103
10.1371/journal.pone.0091041
10.1016/j.ijid.2016.10.017
10.1371/journal.pone.0133315
10.1186/1471-2164-12-611
10.1371/journal.pone.0041066
10.1016/j.jinf.2013.09.018
10.1186/1471-2164-15-954
10.2174/1566524053152861
10.1101/gr.229102
10.1186/1471-2164-13-250
10.1016/j.smim.2015.03.002
10.1038/nmeth.4197
10.1111/resp.13272
10.1016/j.clinbiochem.2007.01.004
10.1093/bioinformatics/btu638
10.1097/00002480-199407000-00112
10.1371/journal.pone.0050147
10.1186/s12864-016-3020-8
10.1101/306928
10.1152/japplphysiol.00438.2005
ContentType Journal Article
Copyright Copyright © 2018 Correia, McLoughlin, Nalpas, Magee, Browne, Rue-Albrecht, Gordon and MacHugh. 2018 Correia, McLoughlin, Nalpas, Magee, Browne, Rue-Albrecht, Gordon and MacHugh
Copyright_xml – notice: Copyright © 2018 Correia, McLoughlin, Nalpas, Magee, Browne, Rue-Albrecht, Gordon and MacHugh. 2018 Correia, McLoughlin, Nalpas, Magee, Browne, Rue-Albrecht, Gordon and MacHugh
DBID AAYXX
CITATION
NPM
7X8
5PM
DOA
DOI 10.3389/fgene.2018.00278
DatabaseName CrossRef
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
MEDLINE - Academic
DatabaseTitleList PubMed

MEDLINE - Academic

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: 7X8
  name: MEDLINE - Academic
  url: https://search.proquest.com/medline
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 1664-8021
ExternalDocumentID oai_doaj_org_article_8c813cd258e24dab9280462d492b8c32
PMC6102425
30154823
10_3389_fgene_2018_00278
Genre Journal Article
GrantInformation_xml – fundername: Wellcome Trust
– fundername: Science Foundation Ireland
  grantid: SFI/08/IN.1/B2038; SFI/15/IA/3154
– fundername: Department of Agriculture, Food and the Marine
  grantid: RSF 06 405
– fundername: Seventh Framework Programme
  grantid: KBBE-211602- MACROSYS
GroupedDBID 53G
5VS
9T4
AAFWJ
AAKDD
AAYXX
ACGFS
ADBBV
ADRAZ
AFPKN
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
BCNDV
CITATION
DIK
EMOBN
GROUPED_DOAJ
GX1
HYE
KQ8
M48
M~E
OK1
PGMZT
RNS
RPM
ACXDI
IAO
IEA
IHR
IPNFZ
ISR
NPM
RIG
7X8
5PM
ID FETCH-LOGICAL-c462t-80dad8714b2946c011f593a6cf37b2526e94d3e1c14533d44e0913210ce364a33
IEDL.DBID DOA
ISICitedReferencesCount 17
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000441693700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1664-8021
IngestDate Fri Oct 03 12:30:41 EDT 2025
Thu Aug 21 14:04:19 EDT 2025
Thu Sep 04 19:18:28 EDT 2025
Thu Jan 02 22:58:25 EST 2025
Tue Nov 18 21:54:06 EST 2025
Sat Nov 29 01:51:25 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords pigs
RNA-seq
globin
reticulocyte
transcriptome
cattle
blood
horses
Language English
License This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c462t-80dad8714b2946c011f593a6cf37b2526e94d3e1c14533d44e0913210ce364a33
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Edited by: John Anthony Hammond, Pirbright Institute (BBSRC), United Kingdom
Kevin Rue-Albrecht, Kennedy Institute of Rheumatology, University of Oxford, Oxford, United Kingdom
Reviewed by: Chuanju Dong, Henan Normal University, China; Luiz Lehmann Coutinho, Universidade de São Paulo, Brazil
This article was submitted to Livestock Genomics, a section of the journal Frontiers in Genetics
Present Address: Nicolas C. Nalpas, Quantitative Proteomics and Proteome Centre Tübingen, Interfaculty Institute for Cell Biology, University of Tübingen, Tübingen, Germany
OpenAccessLink https://doaj.org/article/8c813cd258e24dab9280462d492b8c32
PMID 30154823
PQID 2096550700
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_8c813cd258e24dab9280462d492b8c32
pubmedcentral_primary_oai_pubmedcentral_nih_gov_6102425
proquest_miscellaneous_2096550700
pubmed_primary_30154823
crossref_citationtrail_10_3389_fgene_2018_00278
crossref_primary_10_3389_fgene_2018_00278
PublicationCentury 2000
PublicationDate 2018-08-14
PublicationDateYYYYMMDD 2018-08-14
PublicationDate_xml – month: 08
  year: 2018
  text: 2018-08-14
  day: 14
PublicationDecade 2010
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
PublicationTitle Frontiers in genetics
PublicationTitleAlternate Front Genet
PublicationYear 2018
Publisher Frontiers Media S.A
Publisher_xml – name: Frontiers Media S.A
References B21
Blanco (B5) 2012; 7
Chen (B10) 2014; 9
B68
B69
Gentleman (B22) 2004; 5
Goletti (B23) 2018; 23
Elgendy (B18) 2016; 94
Meade (B43) 2007; 8
Ko (B35) 2015; 15
Ropka-Molik (B55) 2017; 18
Greer (B24) 2013
Nabarro (B46) 2014; 33
Cheng (B11) 2015; 10
Morey (B45) 2016; 17
Lawrence (B38) 2013; 9
McLoughlin (B41) 2014; 5
Cooper (B14) 2005; 99
Holcomb (B27) 2017; 55
Liu (B39) 2006; 8
B70
B71
B72
Song (B61) 2013; 84
B73
O'Loughlin (B48) 2012; 13
B75
de Greeff (B15) 2016; 100
Thornton (B64) 2010; 365
Bowyer (B7) 2015; 10
Trapnell (B65) 2012; 7
Winn (B74) 2010; 21
Kolli (B36) 2014; 96
B2
Kalbfleisch (B31) 2018
B3
B4
Hossain (B28) 2003; 65
Debey (B16) 2004; 4
Shin (B59) 2014; 9
Demasius (B17) 2013; 44
Churbanov (B13) 2012; 7
B42
Jégou (B30) 2016; 11
Huang (B29) 2016; 16
Karolchik (B32) 2004; 32
B49
Kent (B33) 2002; 12
Fan (B19) 2005; 5
Anders (B1) 2015; 31
Krjutškov (B37) 2016; 6
Haas (B25) 2016; 14
Weiner (B67) 2017; 56
O'Leary (B47) 2016; 44
Choi (B12) 2014; 15
Tablin (B62) 1985; 213
B51
B52
B53
Rosen (B56) 2018
Mastrokolias (B40) 2012; 13
Killick (B34) 2011; 12
Mejias (B44) 2014; 68
Patro (B50) 2017; 14
Schwochow (B57) 2012; 12
Soneson (B60) 2015; 4
Chaussabel (B9) 2015; 27
Harper (B26) 1994; 40
Shen (B58) 2014; 9
Zerbino (B76) 2018; 46
Ramilo (B54) 2009; 6
Tyner (B66) 2017; 45
Blankley (B6) 2014; 369
Bruder (B8) 2010; 11
Takahashi (B63) 2012; 7
Field (B20) 2007; 40
References_xml – volume: 369
  start-page: 20130427
  year: 2014
  ident: B6
  article-title: The application of transcriptional blood signatures to enhance our understanding of the host response to infection: the example of tuberculosis
  publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci.
  doi: 10.1098/rstb.2013.0427
– volume: 9
  start-page: 8
  year: 2014
  ident: B10
  article-title: Software for pre-processing Illumina next-generation sequencing short read sequences
  publication-title: Source Code Biol. Med.
  doi: 10.1186/1751-0473-9-8
– volume: 9
  start-page: e114036
  year: 2014
  ident: B58
  article-title: Comparative transcriptome analysis reveals early pregnancy-specific genes expressed in peripheral blood of pregnant sows
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0114036
– volume: 44
  start-page: 93
  year: 2013
  ident: B17
  article-title: Monitoring the immune response to vaccination with an inactivated vaccine associated to bovine neonatal pancytopenia by deep sequencing transcriptome analysis in cattle
  publication-title: Vet. Res.
  doi: 10.1186/1297-9716-44-93
– ident: B3
– ident: B68
– volume: 55
  start-page: 360
  year: 2017
  ident: B27
  article-title: Host-based peripheral blood gene expression analysis for diagnosis of infectious diseases
  publication-title: J. Clin. Microbiol.
  doi: 10.1128/jcm.01057-16
– volume: 7
  start-page: e37581
  year: 2012
  ident: B63
  article-title: Oligonucleotide microarray analysis of dietary-induced hyperlipidemia gene expression profiles in miniature pigs
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0037581
– volume: 96
  start-page: 102
  year: 2014
  ident: B36
  article-title: Peripheral blood leukocytes transcriptomic signature highlights the altered metabolic pathways by heat stress in zebu cattle
  publication-title: Res. Vet. Sci.
  doi: 10.1016/j.rvsc.2013.11.019
– volume: 10
  start-page: 2102
  year: 2015
  ident: B11
  article-title: In vitro gene expression profile of bovine peripheral blood mononuclear cells in early Mycobacterium bovis infection
  publication-title: Exp. Ther. Med.
  doi: 10.3892/etm.2015.2814
– volume: 44
  start-page: D733
  year: 2016
  ident: B47
  article-title: Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkv1189
– volume: 7
  start-page: 562
  year: 2012
  ident: B65
  article-title: Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks
  publication-title: Nat. Protoc.
  doi: 10.1038/nprot.2012.016
– volume: 94
  start-page: 3169
  year: 2016
  ident: B18
  article-title: Transcriptomic signature of high dietary organic selenium supplementation in sheep: a nutrigenomic insight using a custom microarray platform and gene set enrichment analysis
  publication-title: J. Anim. Sci.
  doi: 10.2527/jas.2016-0363
– volume: 11
  start-page: e0146550
  year: 2016
  ident: B30
  article-title: Whole blood transcriptomics is relevant to identify molecular changes in response to genetic selection for feed efficiency and nutritional status in the pig
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0146550
– volume: 45
  start-page: D626
  year: 2017
  ident: B66
  article-title: The UCSC Genome Browser database: 2017 update
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkw1134
– ident: B21
– volume: 5
  start-page: 396
  year: 2014
  ident: B41
  article-title: RNA-seq transcriptional profiling of peripheral blood leukocytes from cattle infected with Mycobacterium bovis
  publication-title: Front. Immunol.
  doi: 10.3389/fimmu.2014.00396
– volume: 12
  start-page: 33
  year: 2012
  ident: B57
  article-title: Efficient recovery of whole blood RNA–a comparison of commercial RNA extraction protocols for high-throughput applications in wildlife species
  publication-title: BMC Biotechnol.
  doi: 10.1186/1472-6750-12-33
– volume: 4
  start-page: 193
  year: 2004
  ident: B16
  article-title: Comparison of different isolation techniques prior gene expression profiling of blood derived cells: impact on physiological responses, on overall expression and the role of different cell types
  publication-title: Pharmacogenomics J.
  doi: 10.1038/sj.tpj.6500240
– volume: 14
  start-page: 37
  year: 2016
  ident: B25
  article-title: Diagnostic 'omics' for active tuberculosis
  publication-title: BMC Med.
  doi: 10.1186/s12916-016-0583-9
– volume: 11
  start-page: 251
  year: 2010
  ident: B8
  article-title: Transcriptome sequencing and development of an expression microarray platform for the domestic ferret
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-11-251
– volume: 65
  start-page: 193
  year: 2003
  ident: B28
  article-title: Relation between reticulocyte count and characteristics of erythrocyte 5'-nucleotidase in dogs, cats, cattle and humans
  publication-title: J. Vet. Med. Sci.
  doi: 10.1292/jvms.65.193
– volume: 15
  start-page: 1143
  year: 2015
  ident: B35
  article-title: What was old is new again: using the host response to diagnose infectious disease
  publication-title: Expert Rev. Mol. Diagn.
  doi: 10.1586/14737159.2015.1059278
– volume: 46
  start-page: D754
  year: 2018
  ident: B76
  article-title: Ensembl 2018
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkx1098
– volume: 18
  start-page: 31
  year: 2017
  ident: B55
  article-title: Transcriptome profiling of Arabian horse blood during training regimens
  publication-title: BMC Genet.
  doi: 10.1186/s12863-017-0499-1
– volume: 13
  start-page: 28
  year: 2012
  ident: B40
  article-title: Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-13-28
– volume: 213
  start-page: 202
  year: 1985
  ident: B62
  article-title: Equine bone marrow: a quantitative analysis of erythroid maturation
  publication-title: Anat. Rec.
  doi: 10.1002/ar.1092130212
– start-page: 802
  volume-title: Proceedings of the World Congress on Genetics Applied to Livestock Production
  year: 2018
  ident: B56
  article-title: Modernizing the bovine reference genome assembly
– volume: 16
  start-page: 150
  year: 2016
  ident: B29
  article-title: A nonlethal sampling method to obtain, generate and assemble whole blood transcriptomes from small, wild mammals
  publication-title: Mol. Ecol. Resour.
  doi: 10.1111/1755-0998.12447
– ident: B2
– volume: 84
  start-page: 238
  year: 2013
  ident: B61
  article-title: Long-term dietary supplementation of organic selenium modulates gene expression profiles in leukocytes of adult pigs
  publication-title: Anim. Sci. J.
  doi: 10.1111/j.1740-0929.2012.01060.x
– ident: B69
– volume: 6
  start-page: 31584
  year: 2016
  ident: B37
  article-title: Globin mRNA reduction for whole-blood transcriptome sequencing
  publication-title: Sci. Rep.
  doi: 10.1038/srep31584
– ident: B49
– volume: 6
  start-page: 199
  year: 2009
  ident: B54
  article-title: Shifting the paradigm: host gene signatures for diagnosis of infectious diseases
  publication-title: Cell Host Microbe
  doi: 10.1016/j.chom.2009.08.007
– volume: 33
  start-page: 475
  year: 2014
  ident: B46
  article-title: The potential contribution of Iivestock to food and nutrition security: the application of the One Health approach in livestock policy and practice
  publication-title: Rev. Off. Int. Epizoot.
  doi: 10.20506/rst.33.2.2292
– volume: 8
  start-page: 400
  year: 2007
  ident: B43
  article-title: Innate gene repression associated with Mycobacterium bovis infection in cattle: toward a gene signature of disease
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-8-400
– volume: 5
  start-page: R80
  year: 2004
  ident: B22
  article-title: Bioconductor: open software development for computational biology and bioinformatics
  publication-title: Genome Biol.
  doi: 10.1186/gb-2004-5-10-r80
– volume: 9
  start-page: e1003118
  year: 2013
  ident: B38
  article-title: Software for computing and annotating genomic ranges
  publication-title: PLoS Comput. Biol.
  doi: 10.1371/journal.pcbi.1003118
– volume: 365
  start-page: 2853
  year: 2010
  ident: B64
  article-title: Livestock production: recent trends, future prospects
  publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci.
  doi: 10.1098/rstb.2010.0134
– ident: B73
  doi: 10.32614/CRAN.package.ggjoy
– volume: 8
  start-page: 551
  year: 2006
  ident: B39
  article-title: Effects of globin mRNA reduction methods on gene expression profiles from whole blood
  publication-title: J. Mol. Diagn.
  doi: 10.2353/jmoldx.2006.060021
– volume: 100
  start-page: 127
  year: 2016
  ident: B15
  article-title: Increased fat and polyunsaturated fatty acid content in sow gestation diet has no effect on gene expression in progeny during the first 7 days of life
  publication-title: J. Anim. Physiol. Anim. Nutr.
  doi: 10.1111/jpn.12345
– ident: B51
– ident: B72
– volume: 4
  start-page: 1521
  year: 2015
  ident: B60
  article-title: Differential analyses for RNA-seq: transcript-level estimates improve gene-level inferences
  publication-title: F1000Res
  doi: 10.12688/f1000research.7563.2
– volume: 21
  start-page: 268
  year: 2010
  ident: B74
  article-title: The effects of globin on microarray-based gene expression analysis of mouse blood
  publication-title: Mamm. Genome
  doi: 10.1007/s00335-010-9261-y
– volume: 32
  start-page: D493
  year: 2004
  ident: B32
  article-title: The UCSC Table Browser data retrieval tool
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkh103
– volume: 9
  start-page: e91041
  year: 2014
  ident: B59
  article-title: Variation in RNA-seq transcriptome profiles of peripheral whole blood from healthy individuals with and without globin depletion
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0091041
– volume: 56
  start-page: 258
  year: 2017
  ident: B67
  article-title: High-throughput and computational approaches for diagnostic and prognostic host tuberculosis biomarkers
  publication-title: Int. J. Infect. Dis.
  doi: 10.1016/j.ijid.2016.10.017
– volume: 10
  start-page: e0133315
  year: 2015
  ident: B7
  article-title: Evaluating the stability of RNA-seq transcriptome profiles and drug-induced immune-related expression changes in whole blood
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0133315
– volume: 12
  start-page: 611
  year: 2011
  ident: B34
  article-title: Genome-wide transcriptional profiling of peripheral blood leukocytes from cattle infected with Mycobacterium bovis reveals suppression of host immune genes
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-12-611
– volume: 7
  start-page: e41066
  year: 2012
  ident: B5
  article-title: Transcriptional response of peripheral blood mononuclear cells from cattle infected with Mycobacterium bovis
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0041066
– volume: 68
  start-page: S94
  year: 2014
  ident: B44
  article-title: Transcriptional profiling in infectious diseases: ready for prime time?
  publication-title: J. Infect
  doi: 10.1016/j.jinf.2013.09.018
– volume: 15
  start-page: 954
  year: 2014
  ident: B12
  article-title: Increasing gene discovery and coverage using RNA-seq of globin RNA reduced porcine blood samples
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-15-954
– volume: 5
  start-page: 3
  year: 2005
  ident: B19
  article-title: The transcriptome in blood: challenges and solutions for robust expression profiling
  publication-title: Curr. Mol. Med.
  doi: 10.2174/1566524053152861
– volume: 12
  start-page: 996
  year: 2002
  ident: B33
  article-title: The human genome browser at UCSC
  publication-title: Genome Res.
  doi: 10.1101/gr.229102
– volume: 13
  start-page: 250
  year: 2012
  ident: B48
  article-title: Transcriptomic analysis of the stress response to weaning at housing in bovine leukocytes using RNA-seq technology
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-13-250
– ident: B52
– ident: B75
– volume: 27
  start-page: 58
  year: 2015
  ident: B9
  article-title: Assessment of immune status using blood transcriptomics and potential implications for global health
  publication-title: Semin. Immunol.
  doi: 10.1016/j.smim.2015.03.002
– ident: B71
– volume: 14
  start-page: 417
  year: 2017
  ident: B50
  article-title: Salmon provides fast and bias-aware quantification of transcript expression
  publication-title: Nat. Methods
  doi: 10.1038/nmeth.4197
– volume: 23
  start-page: 455
  year: 2018
  ident: B23
  article-title: Update on tuberculosis biomarkers: from correlates of risk, to correlates of active disease and of cure from disease
  publication-title: Respirology
  doi: 10.1111/resp.13272
– volume-title: Wintrobe's Clinical Hematology
  year: 2013
  ident: B24
– ident: B42
– volume: 40
  start-page: 499
  year: 2007
  ident: B20
  article-title: Functional identity of genes detectable in expression profiling assays following globin mRNA reduction of peripheral blood samples
  publication-title: Clin. Biochem.
  doi: 10.1016/j.clinbiochem.2007.01.004
– ident: B4
– volume: 31
  start-page: 166
  year: 2015
  ident: B1
  article-title: HTSeq–a Python framework to work with high-throughput sequencing data
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btu638
– volume: 40
  start-page: M816
  year: 1994
  ident: B26
  article-title: The response of various hematologic parameters in the young bovine subjected to multiple phlebotomies
  publication-title: ASAIO J.
  doi: 10.1097/00002480-199407000-00112
– volume: 7
  start-page: e50147
  year: 2012
  ident: B13
  article-title: Accurate diagnostics for bovine tuberculosis based on high-throughput sequencing
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0050147
– volume: 17
  start-page: 720
  year: 2016
  ident: B45
  article-title: RNA-seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins
  publication-title: BMC Genomics
  doi: 10.1186/s12864-016-3020-8
– start-page: 306928
  year: 2018
  ident: B31
  article-title: EquCab3, an updated reference genome for the domestic horse
  publication-title: bioRxiv[Preprint]
  doi: 10.1101/306928
– ident: B70
– volume: 99
  start-page: 915
  year: 2005
  ident: B14
  article-title: Reticulocyte changes after experimental anemia and erythropoietin treatment of horses
  publication-title: J. Appl. Physiol.
  doi: 10.1152/japplphysiol.00438.2005
– ident: B53
SSID ssj0000493334
Score 2.248956
Snippet RNA-seq has emerged as an important technology for measuring gene expression in peripheral blood samples collected from humans and other vertebrate species. In...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 278
SubjectTerms blood
cattle
Genetics
globin
horses
pigs
reticulocyte
Title RNA Sequencing (RNA-Seq) Reveals Extremely Low Levels of Reticulocyte-Derived Globin Gene Transcripts in Peripheral Blood From Horses (Equus caballus) and Cattle (Bos taurus)
URI https://www.ncbi.nlm.nih.gov/pubmed/30154823
https://www.proquest.com/docview/2096550700
https://pubmed.ncbi.nlm.nih.gov/PMC6102425
https://doaj.org/article/8c813cd258e24dab9280462d492b8c32
Volume 9
WOSCitedRecordID wos000441693700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1664-8021
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000493334
  issn: 1664-8021
  databaseCode: DOA
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 1664-8021
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000493334
  issn: 1664-8021
  databaseCode: M~E
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lj9MwELZgBRIXxJvwWA0Sh_YQtbHdxDlul1Z7KNVqAam3yLEdUVQSaJJCL_wkfiMzTrdqEYILl0h-yZZnPA978g1jr3MuCoV2fYgEN6HUKAd1LoZhrnmhtFJRUvisJbNkPleLRXp5kOqLYsI6eOBu4wbKqEgYy0fKcWl1nnJF_1NamfJcGeGlL1o9B87Up87uFULI7l0SvbB0UCA9CBYz8rGTlFXtQA95uP4_2Zi_h0oe6J7pPXZ3ZzTCWbfY--yGKx-w210aye1D9vNqfgbvupho1ETQw3KI5T5cuQ0agjVMvjd0D7jawqz6BjMKFKqhKrDdY29UZtu48A0y48ZZoACMZQkESA1elXnBUgPWXWIXj0OwgjFFvMN0XX2Gi4oCQaA3-dq2NRid69WqrfugSwvnHiQZeuOqhka3a6x_xD5MJ-_PL8JdHobQ4E43qMSstuhYyZynMjYoEYpRKnRsCpHkfMRjl0orXGQiicajldIR2Cj6ksaJWGohHrOTsirdUwZFYmIab4fcSKdlHhuLMkbgaB2j5xewwTVVMrMDKadcGasMnRWiY-bpmBEdM0_HgPX3I750AB1_6TsmQu_7EbS2r0CGy3YMl_2L4QL26ppNMjyK9L6iS1e1NU6UxgQPNxwG7EnHNvuphPcNuQhYcsRQR2s5bimXHz3cNxq45Bc--x-Lf87u0HbQpXgkX7CTZt26l-yW2TTLen3KbiYLdepPEn7f_pj8AqznIvc
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=RNA+Sequencing+%28RNA-Seq%29+Reveals+Extremely+Low+Levels+of+Reticulocyte-Derived+Globin+Gene+Transcripts+in+Peripheral+Blood+From+Horses+%28Equus+caballus%29+and+Cattle+%28Bos+taurus%29&rft.jtitle=Frontiers+in+genetics&rft.au=Carolina+N.+Correia&rft.au=Kirsten+E.+McLoughlin&rft.au=Nicolas+C.+Nalpas&rft.au=David+A.+Magee&rft.date=2018-08-14&rft.pub=Frontiers+Media+S.A&rft.eissn=1664-8021&rft.volume=9&rft_id=info:doi/10.3389%2Ffgene.2018.00278&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_8c813cd258e24dab9280462d492b8c32
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1664-8021&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1664-8021&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1664-8021&client=summon