Re-assessing the importance of linear type traits in predicting genetic merit for survival in an aging Holstein-Friesian dairy cow population

The cumulative improvement achieved in the genetic merit for reproductive performance in dairy populations will likely improve dairy cow longevity; therefore, it is time to reassess whether linear type traits are still suitable predictors of survival in an aging dairy cow population. The objective o...

Full description

Saved in:
Bibliographic Details
Published inJournal of dairy science Vol. 105; no. 9; pp. 7550 - 7563
Main Authors Williams, M., Sleator, R.D., Murphy, C.P., McCarthy, J., Berry, D.P.
Format Journal Article
LanguageEnglish
Published Elsevier Inc 01.09.2022
Elsevier
Subjects
Online AccessGet full text
ISSN0022-0302
1525-3198
1525-3198
DOI10.3168/jds.2022-22026

Cover

Abstract The cumulative improvement achieved in the genetic merit for reproductive performance in dairy populations will likely improve dairy cow longevity; therefore, it is time to reassess whether linear type traits are still suitable predictors of survival in an aging dairy cow population. The objective of the present study was therefore to estimate the genetic correlations between linear type traits and survival from one parity to the next and, in doing so, evaluate if those genetic correlations change with advancing parity. After edits, 152,894 lactation survival records (first to ninth parity) were available from 52,447 Holstein-Friesian cows, along with linear type trait records from 52,121 Holstein-Friesian cows. A series of bivariate random regression models were used to estimate the genetic covariances between survival in different parities and each linear type trait. Heritability estimates for survival per parity ranged from 0.02 (SE = 0.004; first parity) to 0.05 (SE = 0.01; ninth parity). Pairwise genetic correlations between survival among different parities varied from 0.42 (first and ninth parity) to 1.00 (eighth to ninth parity), with the strength of these genetic correlations being inversely related to the interval between the compared parities. The genetic correlations between survival and the individual linear type traits varied across parities for 9 of the 20 linear type traits examined, but the correlations with only 3 of these linear type traits strengthened as the cows aged; these 3 traits were rear udder height, teat length, and udder depth. Given that linear type traits are frequently scored in first parity and are genetically correlated with survival in older parities, they may be suitable early predictors of survival, especially for later parity cows. Additionally, the direction of the genetic correlations between survival and rear udder height, teat length, and udder depth did not change between parities; hence, selection for survival in older parities using these linear type traits should not hinder genetic improvement for survival in younger parities.
AbstractList The cumulative improvement achieved in the genetic merit for reproductive performance in dairy populations will likely improve dairy cow longevity; therefore, it is time to reassess whether linear type traits are still suitable predictors of survival in an aging dairy cow population. The objective of the present study was therefore to estimate the genetic correlations between linear type traits and survival from one parity to the next and, in doing so, evaluate if those genetic correlations change with advancing parity. After edits, 152,894 lactation survival records (first to ninth parity) were available from 52,447 Holstein-Friesian cows, along with linear type trait records from 52,121 Holstein-Friesian cows. A series of bivariate random regression models were used to estimate the genetic covariances between survival in different parities and each linear type trait. Heritability estimates for survival per parity ranged from 0.02 (SE = 0.004; first parity) to 0.05 (SE = 0.01; ninth parity). Pairwise genetic correlations between survival among different parities varied from 0.42 (first and ninth parity) to 1.00 (eighth to ninth parity), with the strength of these genetic correlations being inversely related to the interval between the compared parities. The genetic correlations between survival and the individual linear type traits varied across parities for 9 of the 20 linear type traits examined, but the correlations with only 3 of these linear type traits strengthened as the cows aged; these 3 traits were rear udder height, teat length, and udder depth. Given that linear type traits are frequently scored in first parity and are genetically correlated with survival in older parities, they may be suitable early predictors of survival, especially for later parity cows. Additionally, the direction of the genetic correlations between survival and rear udder height, teat length, and udder depth did not change between parities; hence, selection for survival in older parities using these linear type traits should not hinder genetic improvement for survival in younger parities.
The cumulative improvement achieved in the genetic merit for reproductive performance in dairy populations will likely improve dairy cow longevity; therefore, it is time to reassess whether linear type traits are still suitable predictors of survival in an aging dairy cow population. The objective of the present study was therefore to estimate the genetic correlations between linear type traits and survival from one parity to the next and, in doing so, evaluate if those genetic correlations change with advancing parity. After edits, 152,894 lactation survival records (first to ninth parity) were available from 52,447 Holstein-Friesian cows, along with linear type trait records from 52,121 Holstein-Friesian cows. A series of bivariate random regression models were used to estimate the genetic covariances between survival in different parities and each linear type trait. Heritability estimates for survival per parity ranged from 0.02 (SE = 0.004; first parity) to 0.05 (SE = 0.01; ninth parity). Pairwise genetic correlations between survival among different parities varied from 0.42 (first and ninth parity) to 1.00 (eighth to ninth parity), with the strength of these genetic correlations being inversely related to the interval between the compared parities. The genetic correlations between survival and the individual linear type traits varied across parities for 9 of the 20 linear type traits examined, but the correlations with only 3 of these linear type traits strengthened as the cows aged; these 3 traits were rear udder height, teat length, and udder depth. Given that linear type traits are frequently scored in first parity and are genetically correlated with survival in older parities, they may be suitable early predictors of survival, especially for later parity cows. Additionally, the direction of the genetic correlations between survival and rear udder height, teat length, and udder depth did not change between parities; hence, selection for survival in older parities using these linear type traits should not hinder genetic improvement for survival in younger parities.The cumulative improvement achieved in the genetic merit for reproductive performance in dairy populations will likely improve dairy cow longevity; therefore, it is time to reassess whether linear type traits are still suitable predictors of survival in an aging dairy cow population. The objective of the present study was therefore to estimate the genetic correlations between linear type traits and survival from one parity to the next and, in doing so, evaluate if those genetic correlations change with advancing parity. After edits, 152,894 lactation survival records (first to ninth parity) were available from 52,447 Holstein-Friesian cows, along with linear type trait records from 52,121 Holstein-Friesian cows. A series of bivariate random regression models were used to estimate the genetic covariances between survival in different parities and each linear type trait. Heritability estimates for survival per parity ranged from 0.02 (SE = 0.004; first parity) to 0.05 (SE = 0.01; ninth parity). Pairwise genetic correlations between survival among different parities varied from 0.42 (first and ninth parity) to 1.00 (eighth to ninth parity), with the strength of these genetic correlations being inversely related to the interval between the compared parities. The genetic correlations between survival and the individual linear type traits varied across parities for 9 of the 20 linear type traits examined, but the correlations with only 3 of these linear type traits strengthened as the cows aged; these 3 traits were rear udder height, teat length, and udder depth. Given that linear type traits are frequently scored in first parity and are genetically correlated with survival in older parities, they may be suitable early predictors of survival, especially for later parity cows. Additionally, the direction of the genetic correlations between survival and rear udder height, teat length, and udder depth did not change between parities; hence, selection for survival in older parities using these linear type traits should not hinder genetic improvement for survival in younger parities.
Author Sleator, R.D.
Murphy, C.P.
Berry, D.P.
McCarthy, J.
Williams, M.
Author_xml – sequence: 1
  givenname: M.
  orcidid: 0000-0001-7399-370X
  surname: Williams
  fullname: Williams, M.
  organization: Department of Animal Bioscience, Animal and Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland P61 C996
– sequence: 2
  givenname: R.D.
  orcidid: 0000-0001-5846-3938
  surname: Sleator
  fullname: Sleator, R.D.
  organization: Department of Biological Sciences, Munster Technological University, Bishopstown Campus, Co. Cork, Ireland T12 P928
– sequence: 3
  givenname: C.P.
  orcidid: 0000-0002-6064-2211
  surname: Murphy
  fullname: Murphy, C.P.
  organization: Department of Biological Sciences, Munster Technological University, Bishopstown Campus, Co. Cork, Ireland T12 P928
– sequence: 4
  givenname: J.
  surname: McCarthy
  fullname: McCarthy, J.
  organization: Irish Cattle Breeding Federation, Link Rd, Ballincollig, Co. Cork, Ireland P31 D452
– sequence: 5
  givenname: D.P.
  orcidid: 0000-0003-4349-1447
  surname: Berry
  fullname: Berry, D.P.
  email: donagh.berry@teagasc.ie
  organization: Department of Animal Bioscience, Animal and Grassland Research and Innovation Centre, Teagasc, Moorepark, Fermoy, Co. Cork, Ireland P61 C996
BookMark eNqFkU1rGzEQhkVJoU7aa8869rKuvvbrWELTBAKB0p7FWDtyx6xXW0l28Y_of67WLj0EQkFIaPQ-L6N5r9nVFCZk7L0Uay2b7uNuSGsllKpU2ZtXbCVrVVda9t0VW4nlQWih3rDrlHblKpWoV-z3V6wgJUyJpi3PP5DTfg4xw-SQB89HmhAiz6cZeY5AOXGa-BxxIJcXZIsTZnJ8j5Ey9yHydIhHOsK4CKGs7SK7D2PKSFN1FwkTlfoAFE_chV98DvNhhExhesteexgTvvt73rDvd5-_3d5Xj09fHm4_PVbONCJXqvbag8d-0zZdqzdGqdYDGtM7BbXWndEgGykHL1uz8Vop1yqDvjfdUAtw-oY9XHyHADs7R9pDPNkAZM-FELcWYvnViLZxfS-8dwK1MKBFD27TSlEPg5be1XXx-nDxmmP4ecCU7Z6Sw3GECcMhWdXKTpU-m_b_0qY3faO0XlzXF6mLIaWI_l-XUtglblvitkvc9hx3AcwzwFE-D3WJbXwZ6y4YlnEfCaNNjrCEP1BEl8s86CX0DwOKxY8
CitedBy_id crossref_primary_10_3389_fvets_2023_1141286
crossref_primary_10_1016_j_animal_2024_101177
crossref_primary_10_1093_jas_skad409
crossref_primary_10_1080_1828051X_2024_2440124
crossref_primary_10_1016_j_animal_2024_101128
crossref_primary_10_1186_s12711_023_00839_6
crossref_primary_10_31043_2410_2733_2024_3_60_76
crossref_primary_10_3390_ani13101588
crossref_primary_10_5965_223811712232023453
crossref_primary_10_15212_ijafr_2022_0105
crossref_primary_10_1371_journal_pone_0318730
crossref_primary_10_3168_jds_2022_23048
Cites_doi 10.1017/S135772980003280X
10.3168/jds.2019-17361
10.1017/S1751731115002281
10.17221/2337-CJAS
10.3168/jds.S0022-0302(01)70184-1
10.1071/AN20195
10.3168/jds.2014-9090
10.1007/s11357-021-00464-5
10.1093/ageing/afq034
10.1017/S1751731114002614
10.3168/jds.2020-19618
10.3168/jds.2007-0980
10.3168/jds.2017-13335
10.3168/jds.S0022-0302(86)80679-8
10.1111/asj.13204
10.1017/S1751731118000721
10.1177/0300985815624495
10.3168/jds.S0022-0302(02)74195-7
10.14202/vetworld.2015.898-901
10.3168/jds.2017-13124
10.3168/jds.2021-21306
10.3168/jds.2006-729
10.1093/jas/skx072
10.3168/jds.2021-20154
10.3168/jds.2021-20922
10.1017/S1357729800055491
10.1017/S0003356100007662
10.3168/jds.2009-2572
10.1071/AN21128
10.1136/vr.117.22.576
10.17221/60/2017-CJAS
10.3168/jds.2017-13730
10.1093/genetics/157.4.1819
10.1590/0103-9016-2014-0007
10.1017/S1751731114000743
10.3168/jds.2012-6261
ContentType Journal Article
Copyright 2022 American Dairy Science Association
2022, The Authors. Published by Elsevier Inc. and Fass Inc. on behalf of the American Dairy Science Association®. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Copyright_xml – notice: 2022 American Dairy Science Association
– notice: 2022, The Authors. Published by Elsevier Inc. and Fass Inc. on behalf of the American Dairy Science Association®. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
DBID 6I.
AAFTH
AAYXX
CITATION
7X8
7S9
L.6
DOA
DOI 10.3168/jds.2022-22026
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
MEDLINE - Academic
AGRICOLA
AGRICOLA - Academic
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE - Academic
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList AGRICOLA
MEDLINE - Academic


Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Agriculture
EISSN 1525-3198
EndPage 7563
ExternalDocumentID oai_doaj_org_article_6c990ffc0e304a309acb7105dd31fc55
10_3168_jds_2022_22026
S0022030222004064
GroupedDBID ---
--K
-~X
.GJ
0R~
0SF
186
18M
1B1
29K
2WC
36B
3V.
4.4
457
4G.
53G
5GY
5VS
6I.
7-5
7X2
7X7
7XC
88E
8FE
8FG
8FH
8FI
8FJ
8FW
8R4
8R5
8VB
AABVA
AAEDT
AAEDW
AAFTH
AAIAV
AALRI
AAQFI
AAQXK
AAWRB
AAXUO
ABCQX
ABJCF
ABJNI
ABUWG
ABVKL
ACGFO
ACGFS
ACIWK
ADBBV
ADMUD
ADPAM
AEGXH
AENEX
AESVU
AFKRA
AFKWA
AFRAH
AFTJW
AGZHU
AHMBA
AI.
AIAGR
AITUG
AKVCP
ALMA_UNASSIGNED_HOLDINGS
ALXNB
AMRAJ
ASPBG
ATCPS
AVWKF
AZFZN
BELOY
BENPR
BGLVJ
BHPHI
BPHCQ
BVXVI
C1A
CCPQU
CS3
D-I
DU5
E3Z
EBS
EBU
EDH
EJD
EMB
F5P
FDB
FEDTE
FGOYB
FYUFA
GBLVA
GROUPED_DOAJ
GX1
HCIFZ
HMCUK
HVGLF
HZ~
K1G
L6V
L7B
M0K
M1P
M41
M7S
N9A
NCXOZ
NHB
O9-
OK1
P2P
PATMY
PQQKQ
PROAC
PSQYO
PTHSS
PYCSY
Q2X
QII
QWB
R2-
ROL
RWL
S0X
SEL
SES
SSZ
SV3
TAE
TDS
TWZ
U5U
UHB
UKHRP
VH1
WOQ
XH2
XOL
ZGI
ZL0
ZXP
~KM
AAFWJ
AAHBH
AAYWO
AAYXX
ABWVN
ACRPL
ACVFH
ADCNI
ADMHG
ADNMO
ADVLN
AEUPX
AEUYN
AFJKZ
AFPKN
AFPUW
AGQPQ
AIGII
AKBMS
AKRWK
AKYEP
APXCP
CITATION
PHGZM
PHGZT
PJZUB
PPXIY
PQGLB
PUEGO
7X8
7S9
L.6
ID FETCH-LOGICAL-c460t-25f3fafe9b76873b4227fae449c2a533843a1611df174bf322c724ef948d50ac3
IEDL.DBID DOA
ISSN 0022-0302
1525-3198
IngestDate Wed Aug 27 01:19:25 EDT 2025
Thu Sep 04 23:32:46 EDT 2025
Thu Sep 04 19:38:29 EDT 2025
Thu Apr 24 23:00:17 EDT 2025
Wed Oct 01 04:41:37 EDT 2025
Fri Feb 23 02:39:03 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 9
Keywords longevity
functional
conformation
genetic correlations
aging
Language English
License This is an open access article under the CC BY license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c460t-25f3fafe9b76873b4227fae449c2a533843a1611df174bf322c724ef948d50ac3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0001-5846-3938
0000-0001-7399-370X
0000-0002-6064-2211
0000-0003-4349-1447
OpenAccessLink https://doaj.org/article/6c990ffc0e304a309acb7105dd31fc55
PQID 2694962335
PQPubID 23479
PageCount 14
ParticipantIDs doaj_primary_oai_doaj_org_article_6c990ffc0e304a309acb7105dd31fc55
proquest_miscellaneous_2718276867
proquest_miscellaneous_2694962335
crossref_primary_10_3168_jds_2022_22026
crossref_citationtrail_10_3168_jds_2022_22026
elsevier_sciencedirect_doi_10_3168_jds_2022_22026
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate September 2022
2022-09-00
20220901
2022-09-01
PublicationDateYYYYMMDD 2022-09-01
PublicationDate_xml – month: 09
  year: 2022
  text: September 2022
PublicationDecade 2020
PublicationTitle Journal of dairy science
PublicationYear 2022
Publisher Elsevier Inc
Elsevier
Publisher_xml – name: Elsevier Inc
– name: Elsevier
References Manafiazar, Goonewardene, Miglior, Crews, Basarab, Okine, Wang (bib23) 2016; 10
Meuwissen, Hayes, Goddard (bib24) 2001; 157
De Vries (bib13) 2020; 103
Holden, Butler (bib16) 2018; 12
Berry, Kearney, Twomey, Evans (bib3) 2013; 52
Williams (bib39) 2022
Cruz-Jentoft, Baeyens, Bauer, Boirie, Cederholm, Landi, Martin, Michel, Rolland, Schneider, Topinková, Vandewoude, Zamboni (bib12) 2010; 39
Cruickshank, Weigel, Dentine, Kirkpatrick (bib11) 2002; 85
Roche, Berry, Lee, Macdonald, Boston (bib32) 2007; 90
Rowlands, Russell, Williams (bib33) 1985; 117
Jamali, Barkema, Jacques, Lavallée-Bourget, Malouin, Saini, Stryhn, Dufour (bib18) 2018; 101
Berry, Wall, Pryce (bib4) 2014; 8
VanRaden (bib36) 2008; 91
Cole, VanRaden (bib9) 2018; 101
Veerkamp, Brotherstone, Engel, Meuwissen (bib37) 2001; 72
Gilmour, Gogel, Cuillis, Thompson (bib15) 2009
Pryce, Coffey, Simm (bib29) 2001; 84
Williams, Murphy, Sleator, Ring, Berry (bib41) 2022; 105
Seykora, McDaniel (bib34) 1986; 69
Bharti, Bhakat, Pankaj, Bhat, Prakash, Thul, Japheth (bib5) 2015; 8
Williams, Sleator, Murphy, McCarthy, Berry (bib40) 2022; 105
Brotherstone (bib7) 1994; 59
van Pelt, Meuwissen, De Jong, Veerkamp (bib35) 2015; 98
Lahart, Shalloo, Herron, O'Brien, Fitzgerald, Boland, Buckley (bib22) 2021; 104
Brotherstone, Veerkamp, Hill (bib8) 1998; 67
Khansefid, Haile-Mariam, Pryce (bib21) 2021; 61
Costagliola, Wojcik, Pagano, De Biase, Russo, Iovane, Grieco, Papparella, Paciello (bib10) 2016; 53
Interbull (bib17) 2021
Kerslake, Amer, O'Neill, Wong, Roche, Phyn (bib20) 2018; 101
Egger-Danner, Cole, Pryce, Gengler, Heringstad, Bradley, Stock (bib14) 2015; 9
Wondatir Workie, Gibson, van der Werf (bib42) 2021; 61
Kern, Cobuci, Costa, McManus, Braccini Neto (bib19) 2015; 72
Bobbo, Roveglia, Penasa, Visentin, Finocchiaro, Cassandro (bib6) 2019; 90
Padilla, Harrigan, Harris, Schwab, Rutkove, Rich, Clark, Arnold (bib27) 2021; 43
Pinedo, De Vries, Webb (bib28) 2010; 93
Weber, Stamer, Junge, Thaller (bib38) 2013; 96
Němcová, Štípková, Zavadilová, Bouška, Vacek (bib25) 2007; 52
Berry, Buckley, Dillon, Evans, Veerkamp (bib1) 2004; 43
Novotný, Frelich, Beran, Zavadilová (bib26) 2017; 62
Rendel, Robertson (bib30) 1950; 18
Berry, Evans, Kelleher (bib2) 2021; 104
Ring, McCarthy, Kelleher, Doherty, Berry (bib31) 2018; 96
Pryce (10.3168/jds.2022-22026_bib29) 2001; 84
Rowlands (10.3168/jds.2022-22026_bib33) 1985; 117
Bobbo (10.3168/jds.2022-22026_bib6) 2019; 90
Williams (10.3168/jds.2022-22026_bib40) 2022; 105
Manafiazar (10.3168/jds.2022-22026_bib23) 2016; 10
VanRaden (10.3168/jds.2022-22026_bib36) 2008; 91
Berry (10.3168/jds.2022-22026_bib3) 2013; 52
Gilmour (10.3168/jds.2022-22026_bib15) 2009
Wondatir Workie (10.3168/jds.2022-22026_bib42) 2021; 61
Němcová (10.3168/jds.2022-22026_bib25) 2007; 52
Roche (10.3168/jds.2022-22026_bib32) 2007; 90
Pinedo (10.3168/jds.2022-22026_bib28) 2010; 93
van Pelt (10.3168/jds.2022-22026_bib35) 2015; 98
Padilla (10.3168/jds.2022-22026_bib27) 2021; 43
Veerkamp (10.3168/jds.2022-22026_bib37) 2001; 72
Bharti (10.3168/jds.2022-22026_bib5) 2015; 8
Rendel (10.3168/jds.2022-22026_bib30) 1950; 18
Khansefid (10.3168/jds.2022-22026_bib21) 2021; 61
Kerslake (10.3168/jds.2022-22026_bib20) 2018; 101
Costagliola (10.3168/jds.2022-22026_bib10) 2016; 53
Cruickshank (10.3168/jds.2022-22026_bib11) 2002; 85
Berry (10.3168/jds.2022-22026_bib2) 2021; 104
Seykora (10.3168/jds.2022-22026_bib34) 1986; 69
Williams (10.3168/jds.2022-22026_bib39)
Holden (10.3168/jds.2022-22026_bib16) 2018; 12
Novotný (10.3168/jds.2022-22026_bib26) 2017; 62
Brotherstone (10.3168/jds.2022-22026_bib7) 1994; 59
De Vries (10.3168/jds.2022-22026_bib13) 2020; 103
Berry (10.3168/jds.2022-22026_bib4) 2014; 8
Egger-Danner (10.3168/jds.2022-22026_bib14) 2015; 9
Cole (10.3168/jds.2022-22026_bib9) 2018; 101
Lahart (10.3168/jds.2022-22026_bib22) 2021; 104
Williams (10.3168/jds.2022-22026_bib41) 2022; 105
Brotherstone (10.3168/jds.2022-22026_bib8) 1998; 67
Cruz-Jentoft (10.3168/jds.2022-22026_bib12) 2010; 39
Kern (10.3168/jds.2022-22026_bib19) 2015; 72
Berry (10.3168/jds.2022-22026_bib1) 2004; 43
Meuwissen (10.3168/jds.2022-22026_bib24) 2001; 157
Ring (10.3168/jds.2022-22026_bib31) 2018; 96
Jamali (10.3168/jds.2022-22026_bib18) 2018; 101
Interbull (10.3168/jds.2022-22026_bib17)
Weber (10.3168/jds.2022-22026_bib38) 2013; 96
References_xml – volume: 39
  start-page: 412
  year: 2010
  end-page: 423
  ident: bib12
  article-title: Sarcopenia: European consensus on definition and diagnosis
  publication-title: Age Ageing
– volume: 91
  start-page: 4414
  year: 2008
  end-page: 4423
  ident: bib36
  article-title: Efficient methods to compute genomic predictions
  publication-title: J. Dairy Sci.
– volume: 101
  start-page: 4729
  year: 2018
  end-page: 4746
  ident: bib18
  article-title: Invited review: Incidence, risk factors, and effects of clinical mastitis recurrence in dairy cows
  publication-title: J. Dairy Sci.
– volume: 8
  start-page: 105
  year: 2014
  end-page: 121
  ident: bib4
  article-title: Genetics and genomics of reproductive performance in dairy and beef cattle
  publication-title: Animal
– volume: 96
  start-page: 35
  year: 2018
  end-page: 55
  ident: bib31
  article-title: Risk factors associated with animal mortality in pasture-based, seasonal-calving dairy and beef herds
  publication-title: J. Anim. Sci.
– volume: 90
  start-page: 4378
  year: 2007
  end-page: 4396
  ident: bib32
  article-title: Describing the body condition score change between successive calvings: A novel strategy generalizable to diverse cohorts
  publication-title: J. Dairy Sci.
– volume: 157
  start-page: 1819
  year: 2001
  end-page: 1829
  ident: bib24
  article-title: Prediction of total genetic value using genome-wide dense marker maps
  publication-title: Genetics
– volume: 18
  start-page: 49
  year: 1950
  end-page: 56
  ident: bib30
  article-title: Some aspects of longevity in dairy cows
  publication-title: Emp. J. Exp. Agric.
– volume: 104
  start-page: 6885
  year: 2021
  end-page: 6896
  ident: bib2
  article-title: Prediction of genetic merit for live weight and body condition score in dairy cows using routinely available linear type and carcass data
  publication-title: J. Dairy Sci.
– volume: 43
  start-page: 161
  year: 2004
  end-page: 176
  ident: bib1
  article-title: Genetic relationships among linear type traits, milk yield, body weight, fertility and somatic cell count in primiparous dairy cows
  publication-title: Ir. J. Agric. Food Res.
– volume: 98
  start-page: 4117
  year: 2015
  end-page: 4130
  ident: bib35
  article-title: Genetic analysis of longevity in Dutch dairy cattle using random regression
  publication-title: J. Dairy Sci.
– volume: 62
  start-page: 501
  year: 2017
  end-page: 510
  ident: bib26
  article-title: Genetic relationship between type traits, number of lactations initiated, and lifetime milk performance in Czech Fleckvieh cattle
  publication-title: Czech J. Anim. Sci.
– volume: 43
  start-page: 2835
  year: 2021
  end-page: 2836
  ident: bib27
  article-title: Correction to: Profiling age-related muscle weakness and wasting: Neuromuscular junction transmission as a driver of age-related physical decline
  publication-title: Geroscience
– volume: 59
  start-page: 183
  year: 1994
  end-page: 187
  ident: bib7
  article-title: Genetic and phenotypic correlations between linear type traits and production traits in Holstein-Friesian dairy cattle
  publication-title: Anim. Sci.
– volume: 9
  start-page: 191
  year: 2015
  end-page: 207
  ident: bib14
  article-title: Invited review: Overview of new traits and phenotyping strategies in dairy cattle with a focus on functional traits
  publication-title: Animal
– volume: 104
  start-page: 8039
  year: 2021
  end-page: 8049
  ident: bib22
  article-title: Greenhouse gas emissions and nitrogen efficiency of dairy cows of divergent economic breeding index under seasonal pasture-based management
  publication-title: J. Dairy Sci.
– year: 2021
  ident: bib17
  article-title: National genetic evaluations forms provided by countries
– volume: 90
  start-page: 808
  year: 2019
  end-page: 817
  ident: bib6
  article-title: Genetic relationships of alternative somatic cell count traits with milk yield, composition and udder type traits in Italian Jersey cows
  publication-title: Anim. Sci. J.
– volume: 72
  start-page: 203
  year: 2015
  end-page: 209
  ident: bib19
  article-title: Genetic association between longevity and linear type traits of Holstein cows
  publication-title: Sci. Agric.
– volume: 101
  start-page: 1795
  year: 2018
  end-page: 1803
  ident: bib20
  article-title: Economic costs of recorded reasons for cow mortality and culling in a pasture-based dairy industry
  publication-title: J. Dairy Sci.
– year: 2009
  ident: bib15
  article-title: ASReml user guide release 3.0
– volume: 10
  start-page: 381
  year: 2016
  end-page: 389
  ident: bib23
  article-title: Genetic and phenotypic correlations among feed efficiency, production and selected conformation traits in dairy cows
  publication-title: Animal
– volume: 52
  start-page: 437
  year: 2007
  end-page: 446
  ident: bib25
  article-title: The relationship between somatic cell count, milk production and six linearly scored type traits in Holstein cows
  publication-title: Czech J. Anim. Sci.
– volume: 72
  start-page: 1
  year: 2001
  end-page: 10
  ident: bib37
  article-title: Analysis of censored survival data using random regression models
  publication-title: Anim. Sci.
– volume: 96
  start-page: 3310
  year: 2013
  end-page: 3318
  ident: bib38
  article-title: Genetic parameters for lameness and claw and leg diseases in dairy cows
  publication-title: J. Dairy Sci.
– volume: 67
  start-page: 405
  year: 1998
  end-page: 411
  ident: bib8
  article-title: Predicting breeding values for herd life of Holstein-Friesian dairy cattle from lifespan and type
  publication-title: Anim. Sci.
– volume: 105
  start-page: 1346
  year: 2022
  end-page: 1356
  ident: bib41
  article-title: Are subjectively scored linear type traits suitable predictors of the genetic merit for feed intake in grazing Holstein-Friesian dairy cows?
  publication-title: J. Dairy Sci.
– volume: 61
  start-page: 680
  year: 2021
  end-page: 689
  ident: bib42
  article-title: Analysis of culling reasons and age at culling in Australian dairy cattle
  publication-title: Anim. Prod. Sci.
– volume: 105
  start-page: 3341
  year: 2022
  end-page: 3354
  ident: bib40
  article-title: Exploiting genetic variability in the trajectory of lactation yield and somatic cell score with each progressing parity
  publication-title: J. Dairy Sci.
– volume: 101
  start-page: 3686
  year: 2018
  end-page: 3701
  ident: bib9
  article-title: Symposium review: Possibilities in an age of genomics: The future of selection indices
  publication-title: J. Dairy Sci.
– volume: 85
  start-page: 1307
  year: 2002
  end-page: 1313
  ident: bib11
  article-title: Indirect prediction of herd life in Guernsey dairy cattle
  publication-title: J. Dairy Sci.
– volume: 53
  start-page: 436
  year: 2016
  end-page: 446
  ident: bib10
  article-title: Age-related changes in skeletal muscle of cattle
  publication-title: Vet. Pathol.
– volume: 117
  start-page: 576
  year: 1985
  end-page: 580
  ident: bib33
  article-title: Effects of stage of lactation, month, age, origin and heart girth on lameness in dairy cattle
  publication-title: Vet. Rec.
– volume: 103
  start-page: 3838
  year: 2020
  end-page: 3845
  ident: bib13
  article-title: Symposium review: Why revisit dairy cattle productive lifespan?
  publication-title: J. Dairy Sci.
– volume: 52
  start-page: 1
  year: 2013
  end-page: 16
  ident: bib3
  article-title: Genetics of reproductive performance in seasonal calving dairy cattle production systems
  publication-title: Ir. J. Agric. Food Res.
– volume: 61
  start-page: 1828
  year: 2021
  end-page: 1836
  ident: bib21
  article-title: Improving the accuracy of predictions for cow survival by multivariate evaluation model
  publication-title: Anim. Prod. Sci.
– volume: 93
  start-page: 2250
  year: 2010
  end-page: 2261
  ident: bib28
  article-title: Dynamics of culling risk with disposal codes reported by Dairy Herd Improvement dairy herds
  publication-title: J. Dairy Sci.
– volume: 69
  start-page: 2395
  year: 1986
  end-page: 2407
  ident: bib34
  article-title: Genetics statistics and relationships of teat and udder traits, somatic cell counts, and milk production
  publication-title: J. Dairy Sci.
– volume: 84
  start-page: 1508
  year: 2001
  end-page: 1515
  ident: bib29
  article-title: The relationship between body condition score and reproductive performance
  publication-title: J. Dairy Sci.
– volume: 12
  start-page: s97
  year: 2018
  end-page: s103
  ident: bib16
  article-title: Review: Applications and benefits of sexed semen in dairy and beef herds
  publication-title: Animal
– volume: 8
  start-page: 898
  year: 2015
  end-page: 901
  ident: bib5
  article-title: Relationship of udder and teat conformation with intra-mammary infection in crossbred cows under hot-humid climate
  publication-title: Vet. World
– year: 2022
  ident: bib39
  article-title: Supplementary Table S1. Pairwise genetic correlations (standard errors in parentheses) between survival adjusted for 305-day milk yield (above diagonal) and their respective standard errors (below diagonal) between survival in first to ninth parity. figshare. Figure
– volume: 67
  start-page: 405
  year: 1998
  ident: 10.3168/jds.2022-22026_bib8
  article-title: Predicting breeding values for herd life of Holstein-Friesian dairy cattle from lifespan and type
  publication-title: Anim. Sci.
  doi: 10.1017/S135772980003280X
– volume: 103
  start-page: 3838
  year: 2020
  ident: 10.3168/jds.2022-22026_bib13
  article-title: Symposium review: Why revisit dairy cattle productive lifespan?
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2019-17361
– volume: 10
  start-page: 381
  year: 2016
  ident: 10.3168/jds.2022-22026_bib23
  article-title: Genetic and phenotypic correlations among feed efficiency, production and selected conformation traits in dairy cows
  publication-title: Animal
  doi: 10.1017/S1751731115002281
– volume: 52
  start-page: 437
  year: 2007
  ident: 10.3168/jds.2022-22026_bib25
  article-title: The relationship between somatic cell count, milk production and six linearly scored type traits in Holstein cows
  publication-title: Czech J. Anim. Sci.
  doi: 10.17221/2337-CJAS
– volume: 84
  start-page: 1508
  year: 2001
  ident: 10.3168/jds.2022-22026_bib29
  article-title: The relationship between body condition score and reproductive performance
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.S0022-0302(01)70184-1
– volume: 61
  start-page: 680
  year: 2021
  ident: 10.3168/jds.2022-22026_bib42
  article-title: Analysis of culling reasons and age at culling in Australian dairy cattle
  publication-title: Anim. Prod. Sci.
  doi: 10.1071/AN20195
– volume: 98
  start-page: 4117
  year: 2015
  ident: 10.3168/jds.2022-22026_bib35
  article-title: Genetic analysis of longevity in Dutch dairy cattle using random regression
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2014-9090
– volume: 43
  start-page: 2835
  year: 2021
  ident: 10.3168/jds.2022-22026_bib27
  article-title: Correction to: Profiling age-related muscle weakness and wasting: Neuromuscular junction transmission as a driver of age-related physical decline
  publication-title: Geroscience
  doi: 10.1007/s11357-021-00464-5
– volume: 39
  start-page: 412
  year: 2010
  ident: 10.3168/jds.2022-22026_bib12
  article-title: Sarcopenia: European consensus on definition and diagnosis
  publication-title: Age Ageing
  doi: 10.1093/ageing/afq034
– volume: 9
  start-page: 191
  year: 2015
  ident: 10.3168/jds.2022-22026_bib14
  article-title: Invited review: Overview of new traits and phenotyping strategies in dairy cattle with a focus on functional traits
  publication-title: Animal
  doi: 10.1017/S1751731114002614
– volume: 104
  start-page: 8039
  year: 2021
  ident: 10.3168/jds.2022-22026_bib22
  article-title: Greenhouse gas emissions and nitrogen efficiency of dairy cows of divergent economic breeding index under seasonal pasture-based management
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2020-19618
– ident: 10.3168/jds.2022-22026_bib39
– volume: 91
  start-page: 4414
  year: 2008
  ident: 10.3168/jds.2022-22026_bib36
  article-title: Efficient methods to compute genomic predictions
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2007-0980
– volume: 101
  start-page: 3686
  year: 2018
  ident: 10.3168/jds.2022-22026_bib9
  article-title: Symposium review: Possibilities in an age of genomics: The future of selection indices
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2017-13335
– year: 2009
  ident: 10.3168/jds.2022-22026_bib15
– volume: 69
  start-page: 2395
  year: 1986
  ident: 10.3168/jds.2022-22026_bib34
  article-title: Genetics statistics and relationships of teat and udder traits, somatic cell counts, and milk production
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.S0022-0302(86)80679-8
– volume: 90
  start-page: 808
  year: 2019
  ident: 10.3168/jds.2022-22026_bib6
  article-title: Genetic relationships of alternative somatic cell count traits with milk yield, composition and udder type traits in Italian Jersey cows
  publication-title: Anim. Sci. J.
  doi: 10.1111/asj.13204
– volume: 18
  start-page: 49
  year: 1950
  ident: 10.3168/jds.2022-22026_bib30
  article-title: Some aspects of longevity in dairy cows
  publication-title: Emp. J. Exp. Agric.
– volume: 52
  start-page: 1
  year: 2013
  ident: 10.3168/jds.2022-22026_bib3
  article-title: Genetics of reproductive performance in seasonal calving dairy cattle production systems
  publication-title: Ir. J. Agric. Food Res.
– volume: 12
  start-page: s97
  year: 2018
  ident: 10.3168/jds.2022-22026_bib16
  article-title: Review: Applications and benefits of sexed semen in dairy and beef herds
  publication-title: Animal
  doi: 10.1017/S1751731118000721
– volume: 53
  start-page: 436
  year: 2016
  ident: 10.3168/jds.2022-22026_bib10
  article-title: Age-related changes in skeletal muscle of cattle
  publication-title: Vet. Pathol.
  doi: 10.1177/0300985815624495
– volume: 85
  start-page: 1307
  year: 2002
  ident: 10.3168/jds.2022-22026_bib11
  article-title: Indirect prediction of herd life in Guernsey dairy cattle
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.S0022-0302(02)74195-7
– volume: 8
  start-page: 898
  year: 2015
  ident: 10.3168/jds.2022-22026_bib5
  article-title: Relationship of udder and teat conformation with intra-mammary infection in crossbred cows under hot-humid climate
  publication-title: Vet. World
  doi: 10.14202/vetworld.2015.898-901
– volume: 101
  start-page: 1795
  year: 2018
  ident: 10.3168/jds.2022-22026_bib20
  article-title: Economic costs of recorded reasons for cow mortality and culling in a pasture-based dairy industry
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2017-13124
– volume: 105
  start-page: 3341
  year: 2022
  ident: 10.3168/jds.2022-22026_bib40
  article-title: Exploiting genetic variability in the trajectory of lactation yield and somatic cell score with each progressing parity
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2021-21306
– volume: 90
  start-page: 4378
  year: 2007
  ident: 10.3168/jds.2022-22026_bib32
  article-title: Describing the body condition score change between successive calvings: A novel strategy generalizable to diverse cohorts
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2006-729
– volume: 96
  start-page: 35
  year: 2018
  ident: 10.3168/jds.2022-22026_bib31
  article-title: Risk factors associated with animal mortality in pasture-based, seasonal-calving dairy and beef herds
  publication-title: J. Anim. Sci.
  doi: 10.1093/jas/skx072
– volume: 104
  start-page: 6885
  year: 2021
  ident: 10.3168/jds.2022-22026_bib2
  article-title: Prediction of genetic merit for live weight and body condition score in dairy cows using routinely available linear type and carcass data
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2021-20154
– volume: 105
  start-page: 1346
  year: 2022
  ident: 10.3168/jds.2022-22026_bib41
  article-title: Are subjectively scored linear type traits suitable predictors of the genetic merit for feed intake in grazing Holstein-Friesian dairy cows?
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2021-20922
– volume: 72
  start-page: 1
  year: 2001
  ident: 10.3168/jds.2022-22026_bib37
  article-title: Analysis of censored survival data using random regression models
  publication-title: Anim. Sci.
  doi: 10.1017/S1357729800055491
– volume: 43
  start-page: 161
  year: 2004
  ident: 10.3168/jds.2022-22026_bib1
  article-title: Genetic relationships among linear type traits, milk yield, body weight, fertility and somatic cell count in primiparous dairy cows
  publication-title: Ir. J. Agric. Food Res.
– volume: 59
  start-page: 183
  year: 1994
  ident: 10.3168/jds.2022-22026_bib7
  article-title: Genetic and phenotypic correlations between linear type traits and production traits in Holstein-Friesian dairy cattle
  publication-title: Anim. Sci.
  doi: 10.1017/S0003356100007662
– volume: 93
  start-page: 2250
  year: 2010
  ident: 10.3168/jds.2022-22026_bib28
  article-title: Dynamics of culling risk with disposal codes reported by Dairy Herd Improvement dairy herds
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2009-2572
– volume: 61
  start-page: 1828
  year: 2021
  ident: 10.3168/jds.2022-22026_bib21
  article-title: Improving the accuracy of predictions for cow survival by multivariate evaluation model
  publication-title: Anim. Prod. Sci.
  doi: 10.1071/AN21128
– volume: 117
  start-page: 576
  year: 1985
  ident: 10.3168/jds.2022-22026_bib33
  article-title: Effects of stage of lactation, month, age, origin and heart girth on lameness in dairy cattle
  publication-title: Vet. Rec.
  doi: 10.1136/vr.117.22.576
– ident: 10.3168/jds.2022-22026_bib17
– volume: 62
  start-page: 501
  year: 2017
  ident: 10.3168/jds.2022-22026_bib26
  article-title: Genetic relationship between type traits, number of lactations initiated, and lifetime milk performance in Czech Fleckvieh cattle
  publication-title: Czech J. Anim. Sci.
  doi: 10.17221/60/2017-CJAS
– volume: 101
  start-page: 4729
  year: 2018
  ident: 10.3168/jds.2022-22026_bib18
  article-title: Invited review: Incidence, risk factors, and effects of clinical mastitis recurrence in dairy cows
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2017-13730
– volume: 157
  start-page: 1819
  year: 2001
  ident: 10.3168/jds.2022-22026_bib24
  article-title: Prediction of total genetic value using genome-wide dense marker maps
  publication-title: Genetics
  doi: 10.1093/genetics/157.4.1819
– volume: 72
  start-page: 203
  year: 2015
  ident: 10.3168/jds.2022-22026_bib19
  article-title: Genetic association between longevity and linear type traits of Holstein cows
  publication-title: Sci. Agric.
  doi: 10.1590/0103-9016-2014-0007
– volume: 8
  start-page: 105
  year: 2014
  ident: 10.3168/jds.2022-22026_bib4
  article-title: Genetics and genomics of reproductive performance in dairy and beef cattle
  publication-title: Animal
  doi: 10.1017/S1751731114000743
– volume: 96
  start-page: 3310
  year: 2013
  ident: 10.3168/jds.2022-22026_bib38
  article-title: Genetic parameters for lameness and claw and leg diseases in dairy cows
  publication-title: J. Dairy Sci.
  doi: 10.3168/jds.2012-6261
SSID ssj0021205
Score 2.4463365
Snippet The cumulative improvement achieved in the genetic merit for reproductive performance in dairy populations will likely improve dairy cow longevity; therefore,...
SourceID doaj
proquest
crossref
elsevier
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 7550
SubjectTerms aging
body conformation
conformation
dairy cows
dairy science
functional
genetic correlations
genetic improvement
genetic merit
heritability
Holstein
lactation
longevity
reproductive performance
udders
Title Re-assessing the importance of linear type traits in predicting genetic merit for survival in an aging Holstein-Friesian dairy cow population
URI https://dx.doi.org/10.3168/jds.2022-22026
https://www.proquest.com/docview/2694962335
https://www.proquest.com/docview/2718276867
https://doaj.org/article/6c990ffc0e304a309acb7105dd31fc55
Volume 105
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1525-3198
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0021205
  issn: 0022-0302
  databaseCode: DOA
  dateStart: 20220101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVESC
  databaseName: Baden-Württemberg Complete Freedom Collection (Elsevier)
  customDbUrl:
  eissn: 1525-3198
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0021205
  issn: 0022-0302
  databaseCode: GBLVA
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  customDbUrl:
  eissn: 1525-3198
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0021205
  issn: 0022-0302
  databaseCode: GX1
  dateStart: 0
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVLSH
  databaseName: Elsevier Journals
  customDbUrl:
  mediaType: online
  eissn: 1525-3198
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0021205
  issn: 0022-0302
  databaseCode: AKRWK
  dateStart: 19170501
  isFulltext: true
  providerName: Library Specific Holdings
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Li9RAEG5kvehBfOKsupQgeAqb6XQn6eMoDoOLHhYX99ZU-iEjazJkMog_wv9sVSczrMLqRcgpFHl0fd31VbrylRCvyhxRR4UZRY8yU00eM4zY0MSrnClDiC6V_H_4WK4u1PtLfXmt1RfXhI3ywOPAnZaO1ssYXR4o8cYiN-gaiora-2IenU7qpRTG9snUlGrN5Vi8yLXqBGM5yjVyk6bTr55Vuum8lElS4Vo4Sqr9v0WlP9bnFHSW98W9iS3CYnzKB-JWaB-Ku4sv_aSYER6Jn-chw7RzS0EIiM7B-lvi1ORN6CIwjcQe-FMrcD-IYQvrFjY9b9BwyTMQgvhHRuCtmwGIw8J2R-sHIZANkQ7uYwSr7mrLnTGzJSfXBCrwuO5_gOu-w-bQBeyxuFi--_R2lU09FjKnynzIpI5FxBhMQ3lHVTRKyipiUMo4iUQFa1UgkcK5j5S6NJGmv6ukCtGo2uscXfFEHLVdG54KMPxjVB28qVWtUPsmVjVL77hCK4dezUS2H2rrJgFyfu8rS4kIu8aSayy7xibXzMTrg_1mlN640fINe-5gxZLZ6QQByU5Asv8C0kzM9363E_sYWQVdan3jjV_uAWJpWvJeC7ah25FNaZQhalnov9gQL5A07GV1_D9e4Jm4k3CdCuCei6Oh34UXxJiG5kTcXpydfz47SZPkFzpnFlY
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=Re-assessing+the+importance+of+linear+type+traits+in+predicting+genetic+merit+for+survival+in+an+aging+Holstein-Friesian+dairy+cow+population&rft.jtitle=Journal+of+dairy+science&rft.au=Williams%2C+M&rft.au=Sleator%2C+R+D&rft.au=Murphy%2C+C+P&rft.au=McCarthy%2C+J&rft.date=2022-09-01&rft.issn=1525-3198&rft.eissn=1525-3198&rft.volume=105&rft.issue=9&rft.spage=7550&rft_id=info:doi/10.3168%2Fjds.2022-22026&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0022-0302&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0022-0302&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0022-0302&client=summon