Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females
Objective The objective of the study was to investigate the possibility of utilizing an early litter size trait as an indirect selection trait for longevity and to estimate genetic parameters between sow stayability and litter size at different parities using a linear-threshold model for longevity i...
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Asian-Australasian Association of Animal Production Societies
2021-01-01
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doaj-bbd13fded5964ce081dc5c90f38178052021-04-27T07:33:30ZengAsian-Australasian Association of Animal Production SocietiesAnimal Bioscience2765-01892765-02352021-01-01341202510.5713/ajas.19.085524482Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace femalesSuppasit Plaengkaeo0Monchai Duangjinda1Kenneth J. Stalder2 Department of Animal science, Faculty of Agriculture, Khon kaen University, Khon kaen, 40002, Thailand Department of Animal science, Faculty of Agriculture, Khon kaen University, Khon kaen, 40002, Thailand Department of Animal Science, 109 Kildee Hall, Iowa State University, Ames, IA 50011-3150, USAObjective The objective of the study was to investigate the possibility of utilizing an early litter size trait as an indirect selection trait for longevity and to estimate genetic parameters between sow stayability and litter size at different parities using a linear-threshold model for longevity in Thai Large White (LW) and Landrace (LR) populations. Methods The data included litter size at first, second, and third parities (NBA1, NBA2, and NBA3) and sow stayability from first to fourth farrowings (STAY14). The data was obtained from 10,794 LR and 9,475 LW sows. Genetic parameters were estimated using the multiple-trait animal model. A linear-threshold model was used in which NBA1, NBA2, and NBA3 were continuous traits, while STAY14 was considered a binary trait. Results Heritabilities for litter size were low and ranged from 0.01 to 0.06 for both LR and LW breeds. Similarly, heritabilities for stayability were low for both breeds. Genetic associations between litter size and stayability ranged from 0.43 to 0.65 for LR populations and 0.12 to 0.55 for LW populations. The genetic correlation between NBA1 and STAY14 was moderate and in a favorable direction for both LR and LW breeds (0.65 and 0.55, respectively). Conclusion A linear-threshold model could be utilized to analyze litter size and sow stayability traits. Furthermore, selection for litter size at first parity, which was the genetic trait correlated with longevity, is possible when one attempts to improve lifetime productivity in Thai swine populations.http://www.animbiosci.org/upload/pdf/ajas-19-0855.pdfgenetic parameterthreshold modelslitter sizesow stayabilityswine |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Suppasit Plaengkaeo Monchai Duangjinda Kenneth J. Stalder |
spellingShingle |
Suppasit Plaengkaeo Monchai Duangjinda Kenneth J. Stalder Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females Animal Bioscience genetic parameter threshold models litter size sow stayability swine |
author_facet |
Suppasit Plaengkaeo Monchai Duangjinda Kenneth J. Stalder |
author_sort |
Suppasit Plaengkaeo |
title |
Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females |
title_short |
Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females |
title_full |
Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females |
title_fullStr |
Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females |
title_full_unstemmed |
Identifying early indicator traits for sow longevity using a linear-threshold model in Thai Large White and Landrace females |
title_sort |
identifying early indicator traits for sow longevity using a linear-threshold model in thai large white and landrace females |
publisher |
Asian-Australasian Association of Animal Production Societies |
series |
Animal Bioscience |
issn |
2765-0189 2765-0235 |
publishDate |
2021-01-01 |
description |
Objective The objective of the study was to investigate the possibility of utilizing an early litter size trait as an indirect selection trait for longevity and to estimate genetic parameters between sow stayability and litter size at different parities using a linear-threshold model for longevity in Thai Large White (LW) and Landrace (LR) populations. Methods The data included litter size at first, second, and third parities (NBA1, NBA2, and NBA3) and sow stayability from first to fourth farrowings (STAY14). The data was obtained from 10,794 LR and 9,475 LW sows. Genetic parameters were estimated using the multiple-trait animal model. A linear-threshold model was used in which NBA1, NBA2, and NBA3 were continuous traits, while STAY14 was considered a binary trait. Results Heritabilities for litter size were low and ranged from 0.01 to 0.06 for both LR and LW breeds. Similarly, heritabilities for stayability were low for both breeds. Genetic associations between litter size and stayability ranged from 0.43 to 0.65 for LR populations and 0.12 to 0.55 for LW populations. The genetic correlation between NBA1 and STAY14 was moderate and in a favorable direction for both LR and LW breeds (0.65 and 0.55, respectively). Conclusion A linear-threshold model could be utilized to analyze litter size and sow stayability traits. Furthermore, selection for litter size at first parity, which was the genetic trait correlated with longevity, is possible when one attempts to improve lifetime productivity in Thai swine populations. |
topic |
genetic parameter threshold models litter size sow stayability swine |
url |
http://www.animbiosci.org/upload/pdf/ajas-19-0855.pdf |
work_keys_str_mv |
AT suppasitplaengkaeo identifyingearlyindicatortraitsforsowlongevityusingalinearthresholdmodelinthailargewhiteandlandracefemales AT monchaiduangjinda identifyingearlyindicatortraitsforsowlongevityusingalinearthresholdmodelinthailargewhiteandlandracefemales AT kennethjstalder identifyingearlyindicatortraitsforsowlongevityusingalinearthresholdmodelinthailargewhiteandlandracefemales |
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1721506130708922368 |