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Data from: Genome wide association study of thyroid hormone levels following challenge with porcine reproductive and respiratory syndrome virus

Porcine reproductive and respiratory syndrome virus (PRRSV) causes respiratory disease in piglets and reproductive disease in sows. Piglet and fetal serum thyroid hormone (i.e., T3 and T4) levels decrease rapidly in response to PRRSV infection. However, the genetic control of T3 and T4 during infection is not completely understood. Our objective was to estimate genetic parameters and identify quantitative trait loci (QTL) for absolute T3 and/or T4 levels of piglets and fetuses challenged with PRRSV. Sera from 5-week-old pigs (N=1792) at 11 days post inoculation (DPI) with PRRSV were assayed for T3 levels (piglet_T3). Sera from fetuses (N=1267) at 12 or 21 days post maternal inoculation (DPMI) with PRRSV of sows (N=145) in late gestation were assayed for T3 (fetal_T3) and T4 (fetal_T4) levels. Animals were genotyped using 60K Illumina or 650K Affymetrix SNP panels. Heritabilities, phenotypic correlations, and genetic correlations were estimated using ASREML; genome wide association studies were performed for each trait separately using JWAS. All three traits were low to moderately heritable (10 to 16%). Phenotypic and genetic correlations of piglet_T3 levels with weight gain (0-42 DPI) were 0.26±0.03 and 0.67±0.14, respectively. Nine significant QTL were identified for piglet_T3, on Sus scrofa chromosomes (SSC) 3, 4, 5, 6, 7, 14, 15, and 17, and collectively explaining 30% of the genetic variation (GV), with the largest QTL identified on SSC5, explaining 15% of the GV. Three significant QTL were identified for fetal_T3 on SSC1 and SSC4, which collectively explained 10% of the GV. Five significant QTL were identified for fetal_T4 on SSC1, 6, 10, 13, and 15, which collectively explained 14% of the GV. Several putative immune-related candidate genes were identified, including CD247, IRF8, and MAPK8. Thyroid hormone levels following PRRSV infection were heritable and had positive genetic correlations with growth rate. Multiple QTL with moderate effects were identified for T3 and T4 levels during challenge with PRRSV and candidate genes were identified, including several immune-related genes. These results advance our understanding of growth effects of both piglet and fetal response to PRRSV infection, revealing factors associated with genomic control of host resilience. Funded/supported by: US National Pork Board (NPB) (#07-233, #09-208, #10-033, #09-244, and #10-033); swine breeding companies Genus PIC plc, Newsham/Choice Genetics, FAST Genetics, Genetiporc, Genesus, Topigs Norsvin and PigGen Canada, Inc.; PRRS Coordinated Agricultural Project (PRRS-CAP); USDA-NIFA Award #2008-55620-19132; Genome Canada project #2209_F; USDA-NIFA Translational Genomics ( # 2013-68004-20362), USDA sponsored National Research Support Project 8 (NRSP-8) Swine Genome and Bioinformatics research programs; Kansas State University and USDA ARS (1245-32000-098 and 8042-32000-117); USDA ARS (# 8042–32000-102); SCINet project of the USDA ARS (0500-00093-001-00-D); USDA ARS Headquarters Postdoctoral Fellowship; Genome Canada (2014LSARP_8202); Genome Prairie (Project 346143); Genome Alberta.

0
No licence known
Tags:
GWASNP103SNPgenetics of immunitypigsporcine reproductive and respiratory syndromethyroid hormone levels
Formats:
XLS
United States Department of Agriculture10 months ago
Quick Stats Agricultural DatabaseSource

Quick Stats is the National Agricultural Statistics Service's (NASS) online, self-service tool to access complete results from the 1997, 2002, 2007, and 2012 Censuses of Agriculture as well as the best source of NASS survey published estimates. The census collects data on all commodities produced on U.S. farms and ranches, as well as detailed information on expenses, income, and operator characteristics. The surveys that NASS conducts collect information on virtually every facet of U.S. agricultural production.

0
No licence known
Tags:
African American operatorsAgricultureAmerican Indian Reservation farmsAsian operatorsBrussels sproutsCCCChinese cabbageChristmas treesCommodity Credit Corporation loansConservation Reserve Program CRPDataEnglish walnutsFarmable WetlandsFeeder PigsHispanic operatorsLatino operatorsNASSNorth American Industrial Classification System NAICSPacific Island operatorsSpanish operatorsTemplesUSDAValencia orangesWetlands Reserveabandonedacreageacresag landag servicesageagri-tourismagricultural productionalfalfaalfalfa seedalmondsalpacasangora goatsapplesapricotsaquacultureaquatic plantsartichokesasparagusavocadosbalersbalesbananasbarleybedding plantsbee coloniesbeef cowbeesbeetsbell peppersberriesbisonblack operatorsblackberriesblackeyed peasblueberriesboysenberriesbroccolibroilersbulbsbullburrosbushelscabbagecalvescantaloupescarrotscash rentscattlecauliflowercelerycertified organic farmschemicalscherrieschestnutschickenschicorychilecitruscoffeecollardscombinesconservation practicescontract laborcormscorncottoncotton pickerscowpeascranberriescrop insurancecroplandcucumberscurrantscustom haulingcustomworkcut flowerscuttingscwtdaikondairy productsdatesdeerdewberriesdonkeysdry edible beansdry edible peasducksdurum wheateggplanteggselkemusendiveequipmentescaroleeweexperimental farmsfarm demographicsfarm economicsfarm incomefarm operationsfarmsfeed purchasedfertilizerfescue seedfield cropsfigsfilbertsflaxseedfloricultureflower seedsflowering plantsfoliage plantsforagefruitsfuelsgarden plantsgarlicgeeseginsenggoatsgovernment paymentsgrapefruitgrapesgrass seedgrazinggreen onionsgreenchopgreenhousegreenhouse tomatoesgreenhouse vegetablesguavasharvestedharvestershayhay balershaylagehazelnutsherbsherdhired farm laborhogshoneyhoneydew melonhopshorseradishhorsesidleinstitutional farmsinterest expenseinventoryirrigationkalekiwifruitkumquatslambsland in farmsland rentsland valuelandlordlayerslemonslentilslettucelima beanslimeslinersllamasloganberriesmacadamia nutsmachinery valuemangoesmanuremaple syrupmeat goatsmelonsmilk cowmilk goatminkmintmohairmulesmushroomsmustardnative Hawaiian operatorsnectarinesnoncitrusnonirrigatednumber soldnurserynursery stocknutsoatsokraolivesonionsoperationoperator characteristicsorangesorchardsorganicostrichesother animalspapayasparsleypassion fruitpasturepeachespeanutspearspeaspecanspeltspepperspersimmonspheasantspicklespigeonspigspima cottonpineapplespistachiosplantedplugsplumspluotspomegranatesponiespopcornpotatoespoultrypoundspriceprimary occupationproduction contractsproduction expensesproperty taxproso milletprunespulletspumpkinsquailrabbitsradishesrangelandraspberriesreal estateresearch farmsrhizomesrhubarbriceryegrass seedsafflowersalesseedlingssheepshort rotationsilagesnap beanssodsorghumsoybeansspinachspring wheatsquabsquashstorage capacitystrawberriessugarsugarbeetssugarcanesunflower seedsweet cherriessweet cornsweet potatoestame blueberriestame haytangelostangerinestart cherriestenanttenuretobaccotomatoestonstractorstruckstubersturkeysturnip greensturnipsupland cottonutilitiesvalue of productionvegetable seedsvegetablesvineswalnutswatercresswatermelonswheatwhite operatorswild blueberrieswild haywinter wheatwomen operatorswoodlandwoody cropswool
Formats:
HTMLAPI
United States Department of Agriculture10 months ago
Quick Stats Agricultural Database APISource

Quick Stats API is the programmatic interface to the National Agricultural Statistics Service's (NASS) online database containing results from the 1997, 2002, 2007, and 2012 Censuses of Agriculture as well as the best source of NASS survey published estimates. The census collects data on all commodities produced on U.S. farms and ranches, as well as detailed information on expenses, income, and operator characteristics. The surveys that NASS conducts collect information on virtually every facet of U.S. agricultural production.

0
No licence known
Tags:
African American operatorsAgricultureAmerican Indian Reservation farmsAsian operatorsBrussels sproutsCCCCRPChinese cabbageChristmas treesCommodity Credit Corporation loansConservation ReserveDataEnglish walnutsFarmable WetlandsHispanic operatorsLatino operatorsNAICSNASSNorth American Industry Classification SystemPacific Island operatorsSpanish operatorsTemplesUSDAValencia orangesWetlands Reserveabandonedacresag landag servicesageagri-tourismagriculturealfalfaalfalfa seedalmondsalpacasangora goatsapplesapricotsaquacultureaquatic plantsartichokesasparagusavocadosbalesbananasbarleybedding plantsbee coloniesbeef cowbeesbeetsbell peppersberriesbisonblack operatorsblackberriesblackeyed peasblueberriesboysenberriesbroccolibroilersbulbsbullburrosbushelscabbagecalvescantaloupescarrotscash rentscattlecauliflowercelerychemicalscherrieschestnutschickenschicorychilecitruscoffeecollardscombinesconservation practicescontract laborcormscorncottoncotton pickerscowpeascranberriescrop insurancecroplandcucumberscurrantscustom haulingcustomworkcut flowerscuttingscwtdaikondairy productsdatesdeerdewberriesdonkeysdry edible beansdry edible peasducksdurum wheateggplanteggselkemusendiveequipmentescaroleeweexperimental farmsfarm demographicsfarm economicsfarm incomefarm operationsfarmsfeed purchasedfertilizerfescue seedfield cropsfigsfilbertsflaxseedfloricultureflower seedsflowering plantsfoliage plantsforagefruitsfuelsgarden plantsgarlicgeeseginsenggoatsgovernment paymentsgrapefruitgrapesgrass seedgrazinggreen onionsgreenchopgreenhousegreenhouse tomatoesgreenhouse vegetablesguavasharvestedharvestershayhay balershaylagehazelnutsherbsherdhired farm laborhogshoneyhoneydew melonhopshorseradishhorsesidleinstitutional farmsinterest expenseinventoryirrigationkalekiwifruitkumquatslambsland in farmsland rentsland valuelandlordlayerslemonslentilslettucelima beanslimeslinersllamasloganberriesmacadamia nutsmachinery valuemangoesmanuremaple syrupmeat goatsmelonsmilk cowmilk goatsminkmintmohairmulesmushroomsmustardnative Hawaiian operatorsnectarinesnoncitrusnonirrigatednumber soldnurserynursery stocknutsoatsokraolivesonionsoperationoperator characteristicsorangesorchardsorganicostrichesother animalspapayasparsleypassion fruitpasturepeachespeanutspearspeaspecanspeltspepperspersimmonspheasantspicklespigeonspigspima cottonpineapplespistachiosplantedplugsplumspluotspomegranatesponiespopcornpotatoespoultrypoundspriceprimary occupationproduction contractsproduction expensesproperty taxproso milletprunespulletspumpkinsquailrabbitsradishesrangelandraspberriesreal estateresearch farmsrhizomesrhubarbriceryegrass seedsafflowersalesseedlingssheepshort rotationsilagesnap beanssodsorghumsoybeansspinachspring wheatsquabsquashstorage capacitystrawberriessugarsugarbeetssugarcanesunflower seedsweet cherriessweet cornsweet potatoestame blueberriestame haytangelostangerinestart cherriestenanttenuretobaccotomatoestonstractorstruckstubersturkeysturnip greensturnipsupland cottonutilitiesvalue of productionvegetable seedsvegetablesvineswalnutswatercresswatermelonswheatwhite operatorswild blueberrieswild haywinter wheatwomen operatorswoodlandwoody cropswool
Formats:
United States Department of Agriculture10 months ago