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BEEF AUSTRALIA 2012
          INTERNATIONAL BEEF CATTLE GENETICS CONFERENCE




Brazilian Experience in Selection for Fertility in
 Zebu Breeds including Incorporation of DNA
             Marker Technology


  Raysildo B. Lôbo, Cláudio Magnabosco, Luís G. G. Figueiredo, Daniel P. Lôbo,
                             Thereza C. Bittencourt
                          USP, ANCP, EMBRAPA, ECOLOG, UFBA
Brazilian Population (2011)
     192.4 million people
    7 billion worldwide



              Regions
•   Brazil is divided into 5 major regions with 26 states:
          •   North (16.1 million people)
          •   Northeast (53.5 million people)
          •   Midwest (14.2 million people)
          •   Southeast (81.0 million people),
          •   South (27.6 million people)
Macuni do Salto         MGT = 13,55 (Top 2%)
Birth date. Sept/2002                          3
HERD, SLAUGHTERING AND CARCASS WEIGHT OF
             CATTLE IN BRAZIL
Brazilian Exports
                                    (US$ bilhões)

                              HISTORICAL EVOLUTION


                                                                                   256.0
       Total Exports

       Total Agribusiness
                                                           197.9           201.9


                                                   160.6
                                                                   153.0
                                           137.8
                                   118.5
                            96.7                                                   95.0
                  73.2                                     71.8            76.4
         60.4                                                      64.8
58.3                                               58.4
                                   43.6    49.5
                            39.0
         24.8     30.6
23.9



2001     2002     2003      2004   2005    2006    2007    2008    2009    2010    2011
The Genetics of Beef Cattle Reproduction


Reproductive performance and longevity
are economically relevant traits that
determine the number of beef cattle
available each year as replacements and
for slaughter in beef cattle production.
The beef cattle industry is considered to
be one of the most important economic
activities in Brazilian agribusiness and
Zebu breeds; the Nelore is the most
important beef cattle breed in Brazil.
In this presentation, we will be stressing
on our results of fertility selection in zebu
breeds, and make application on how to
integrate   of   genomic   information   into
genetic evaluation of Brazilian Nellore
cattle.
Fertility is a complex trait in beef
production systems and genetic
     evaluation procedures.
The    ANCP     has   initiated   a
program of selection for sexual
precocity in females, challenging
heifers from 14 to 17 months old in
the Nellore breed.
Results of the program of sexual precocity in Rancho da
               Matinha, ANCP Associate.
                         Number Number
            Birth Year                    % Pregnancy
                         Exposed Pregnant
              1998         77       6         7.79
              1999         122      1         0.82
              2000         122      16       13.11
              2001         142      27       19.01
              2002         159      86       54,09
              2003         159      77       48,43
              2004         149      77       51,68
              2005         162      57       35,19
              2006         113      81       71,68
              2007         151     110       72,85
              2008         141     103       73,05
              2009         166     124       74,70
              2010         177     138       77,97
                                 Source: Rancho da Matinha, 2012
Rancho da Matinha




Mandarin FIV Matinha    Maia FIV Matinha
Birth date.: Oct/2008   Birth date: Sept/2008


                                                12
Genetic Trends (mo) in Nellore Cattle for AFC
               -0.40


                       -0.48


               -0.50
 IPP (meses)




                               -0.52


                                       -0.57
               -0.60
                                                       -0.61
                                               -0.62


                                                                 -0.66
               -0.70


                                                                              -0.74


               -0.80
                       2001    2002    2003    2004    2005        2006      2007

                                                               Source: ANCP/CTAG, 2012
Genetic Trends in Nellore Cattle for Heifer
          Pregnancy Rate (%)
            48.35                                                         48.32

            48.30
                                            48.27   48.27

            48.25

            48.20                                              48.18
                                    48.16
  D3P (%)




            48.15

            48.10

            48.05

            48.00           47.98

            47.95   47.93

            47.90
                    2001    2002    2003    2004    2005       2006       2007

                                                            Source: ANCP/CTAG, 2012
Genetic Trends in Nellore Cattle for Stayability (%)

               54.00




                                                                               53.75
               53.60

                                                                     53.53
    STAY (%)




               53.20

                                                        53.16

                                       52.87
               52.80
                                               52.84
                               52.72


                       52.53
               52.40
                       2003    2004    2005    2006    2007        2008       2009

                                                                Source: ANCP/CTAG, 2012
Genetic Trends (cm) in Nellore Cattle SC365

             0.20



                                                                        0.17
             0.15


                                                              0.13
PE365 (cm)




             0.10



                                                  0.07
             0.05


                                    0.03
                                           0.02
             0.00
                             0.00

                     -0.02
             -0.05
                     2003    2004   2005   2006   2007      2008       2009

                                                         Source: ANCP/CTAG, 2012
Implementation of DNA Markers to
      Produce Genomic EPDs

• One way to implement the genomic information into
  genetic improvement programs is to simply integrate
  the genomic predictions into traditional genetic
  evaluation.


• This approach combines traditional EBVs based on
  phenotype and pedigree with the genomic breeding
  values based on the markers.
Implementation of DNA Markers to Produce Genomic
                      EPDs



• The Nellore Genetic Evaluation of the Brazilian
  Association of Farmers and Researchers (ANCP)
  published last year (2011) enhanced EPDs for growth
  and reproduction traits.

• The molecular markers (Clarifide® - Pfizer) were
  analyzed as a correlated trait.
Analysis of Nellore Data
• Last April (2012) we launched for Nellore Brazil Program the genetic
  evaluation for 1.1 million animals with Enhanced Genomic EPDs.
  (EBV:2)
• We analyzed 12 (twelve) traits:
     Age at first calving (AFC);
      Heifer pregnancy rate (HPR);
      Stayability (STAY);
      Accumulated production (CAP);
      120-day weight (WT120);
      Weights at 365/450 days (WT365/450);
      Scrotal circumference at 365/450 days (SC365/450);
      Rib eye area (REA);
      Fat Thickness (FAT).
Statistical Analysis

The data were analyzed using two animal
models: a traditional single trait model, and a
three-traits model where the Pfizer molecular
value was included as a correlated trait.

All mixed model analysis were performed using
the statistical software ASREML 3.0, and SELMA
(CTAG, 2011).
In the next figures are illustrated the benefits of
including the Pfizer MVP into actual accuracy.
The green portion of the bars shows the accuracy
before the inclusion of genomic markers and the
blue shows the increase in accuracy after the
inclusion of the MVP.
Nellore Cattle
                      AGE AT FIRST CALVING ACTUAL ACCURACY
    1                                                                                                                     0.00%

  0.9                                                                                                       1.00%

  0.8
                                                                                              4.00%

                                                                                11.00%
  0.7
                                                                  16.00%
A
c 0.6                                             28.00%
c                                   49.00%
u
  0.5
                      80.00%
r       145.00%
a
c 0.4
y
  0.3


  0.2


  0.1


    0
        0.11 A 0.20   0.21 A 0.30   0.31 A 0.40   0.41 A 0.50    0.51 A 0.60   0.61 A 0.70   0.71 A 0.80   0.81 A 0.90   0.91 A 0.99
                                                                Accuracy Class
Nellore Cattle
                      HEIFER PREGNANCY RATE ACTUAL ACCURACY
    1
                                                                                                                           0.00%

  0.9                                                                                                        1.00%

  0.8                                                                                          2.00%

  0.7                                                                             5.00%
A                                                                   9.00%
c 0.6
c                                                  16.00%
u
  0.5
r                                    29.00%
a                      49.00%
c 0.4   102.00%
y
  0.3


  0.2


  0.1


    0
        0.11 A 0.20    0.21 A 0.30   0.31 A 0.40   0.41 A 0.50    0.51 A 0.60   0.61 A 0.70   0.71 A 0.80   0.81 A 0.90   0.91 A 0.99
                                                                 Accuracy Class
Nellore Cattle
            YEARLING SCROTAL CIRCUMFERENCE (ACTUAL ACC)
    1                                                                                                                     0.00%

  0.9                                                                                                       0.00%

  0.8
                                                                                              2.00%
  0.7                                                                            3.00%
A                                                                  6.00%
c 0.6
c                                                  11.00%
u
  0.5
r
                                    23.00%
a
c 0.4
                      40.00%
y       83.00%
  0.3


  0.2


  0.1


    0
        0.11 A 0.20   0.21 A 0.30   0.31 A 0.40   0.41 A 0.50    0.51 A 0.60   0.61 A 0.70   0.71 A 0.80   0.81 A 0.90   0.91 A 0.99
                                                                Accuracy Class
Nellore Cattle
                                     STAYABILITY (ACTUAL ACC)
    1                                                                                                                      0.00%

  0.9                                                                                                        1.00%


  0.8                                                                                          3.00%


  0.7                                                                             8.00%
                                                                   12.00%
A
c 0.6
                                                   23.00%
c
u                                    35.00%
  0.5
r                      67.00%
a        137.00%
c 0.4
y
  0.3


  0.2


  0.1


    0
        0.11 A 0.20   0.21 A 0.30   0.31 A 0.40   0.41 A 0.50    0.51 A 0.60   0.61 A 0.70   0.71 A 0.80   0.81 A 0.90   0.91 A 0.99
                                                                Accuracy Class
The early graphs show       that animals
with lower accuracy have more benefit
with the inclusion of genomic markers. On
the other hand, the benefits decline as the
actual accuracy increases. The benefits
dissipate for actual accuracy great than
0.5.
Change in BIF accuracy (ACCBIF) from the incorporation of Pfizer MVP into young sires with no
other phenotypic information (i.e. parent-average EPDs; ACCBIF = 0.08), and average number of
progeny records (Approx. progeny equivalents) it would require to obtain a similar ACCBIF increase
based on progeny test records.


                                                 Change in    Approx.
                      TRAITS       h2     r        ACCBIF     Progeny
                                                (from 0.08*) Equivalents
                        AFC       0.11   0.40       0.15         14
                        HPR       0.24   0.32       0.07         6
                       SC365      0.38   0.28       0.12         3
                       STAY       0.12   0.38       0.11         9
                        CAP       0.20   0.27       0.11         10
               *These changes are less for higher initial accuracy values; h2 =
               Heritability; r = Genetic correlation estimates between target trait
               and respective MVPs.
Genetic correlations among Pfizer MVP and
           reproductive traits a

                Traits                       h2 r(%) Vg(%)
 Age at First Calving                       0.11  40     16
 Heifer Pregnancy Rate                      0.24  32     10
 Scrotal Circumference at 365 days          0.38  28      8
 Stayability                                0.12  38     14
 Accumulated production                     0.20  27      7

 aNellore breed; h2 Heritability; r=Genetic correlation estimates
 between target trait and MVPs; Vg = Portion of genetic variance
 explained by MVP.



                                                          Source: ANCP & Pfizer (2012)
Conclusions


Results showed that the incorporation of
molecular markers information into genetic
evaluation resulted in increased accuracy of
young sires as compared to the accuracy of
traditional genetic evaluation.
Conclusions

The effect of the inclusion of genomic markers
decline as the actual accuracy increases in Nellore
breed.
The       benefits   of   including   genomic   information
dissipate when accuracy is over 0.5 for most traits
studied.
 GE-EPD will be an effective tool to enable faster
genetic improvement of fertility and growth traits in
Nellore cattle in Brazil.
Thank you so much!

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[Palestra] Brazilian Experience in Selection for Fertility in Zebu Breeds including Incorporation of DNA Marker Tecnology

  • 1. BEEF AUSTRALIA 2012 INTERNATIONAL BEEF CATTLE GENETICS CONFERENCE Brazilian Experience in Selection for Fertility in Zebu Breeds including Incorporation of DNA Marker Technology Raysildo B. Lôbo, Cláudio Magnabosco, Luís G. G. Figueiredo, Daniel P. Lôbo, Thereza C. Bittencourt USP, ANCP, EMBRAPA, ECOLOG, UFBA
  • 2. Brazilian Population (2011) 192.4 million people 7 billion worldwide Regions • Brazil is divided into 5 major regions with 26 states: • North (16.1 million people) • Northeast (53.5 million people) • Midwest (14.2 million people) • Southeast (81.0 million people), • South (27.6 million people)
  • 3. Macuni do Salto MGT = 13,55 (Top 2%) Birth date. Sept/2002 3
  • 4. HERD, SLAUGHTERING AND CARCASS WEIGHT OF CATTLE IN BRAZIL
  • 5. Brazilian Exports (US$ bilhões) HISTORICAL EVOLUTION 256.0 Total Exports Total Agribusiness 197.9 201.9 160.6 153.0 137.8 118.5 96.7 95.0 73.2 71.8 76.4 60.4 64.8 58.3 58.4 43.6 49.5 39.0 24.8 30.6 23.9 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011
  • 6. The Genetics of Beef Cattle Reproduction Reproductive performance and longevity are economically relevant traits that determine the number of beef cattle available each year as replacements and for slaughter in beef cattle production.
  • 7. The beef cattle industry is considered to be one of the most important economic activities in Brazilian agribusiness and Zebu breeds; the Nelore is the most important beef cattle breed in Brazil.
  • 8. In this presentation, we will be stressing on our results of fertility selection in zebu breeds, and make application on how to integrate of genomic information into genetic evaluation of Brazilian Nellore cattle.
  • 9. Fertility is a complex trait in beef production systems and genetic evaluation procedures.
  • 10. The ANCP has initiated a program of selection for sexual precocity in females, challenging heifers from 14 to 17 months old in the Nellore breed.
  • 11. Results of the program of sexual precocity in Rancho da Matinha, ANCP Associate. Number Number Birth Year % Pregnancy Exposed Pregnant 1998 77 6 7.79 1999 122 1 0.82 2000 122 16 13.11 2001 142 27 19.01 2002 159 86 54,09 2003 159 77 48,43 2004 149 77 51,68 2005 162 57 35,19 2006 113 81 71,68 2007 151 110 72,85 2008 141 103 73,05 2009 166 124 74,70 2010 177 138 77,97 Source: Rancho da Matinha, 2012
  • 12. Rancho da Matinha Mandarin FIV Matinha Maia FIV Matinha Birth date.: Oct/2008 Birth date: Sept/2008 12
  • 13. Genetic Trends (mo) in Nellore Cattle for AFC -0.40 -0.48 -0.50 IPP (meses) -0.52 -0.57 -0.60 -0.61 -0.62 -0.66 -0.70 -0.74 -0.80 2001 2002 2003 2004 2005 2006 2007 Source: ANCP/CTAG, 2012
  • 14. Genetic Trends in Nellore Cattle for Heifer Pregnancy Rate (%) 48.35 48.32 48.30 48.27 48.27 48.25 48.20 48.18 48.16 D3P (%) 48.15 48.10 48.05 48.00 47.98 47.95 47.93 47.90 2001 2002 2003 2004 2005 2006 2007 Source: ANCP/CTAG, 2012
  • 15. Genetic Trends in Nellore Cattle for Stayability (%) 54.00 53.75 53.60 53.53 STAY (%) 53.20 53.16 52.87 52.80 52.84 52.72 52.53 52.40 2003 2004 2005 2006 2007 2008 2009 Source: ANCP/CTAG, 2012
  • 16. Genetic Trends (cm) in Nellore Cattle SC365 0.20 0.17 0.15 0.13 PE365 (cm) 0.10 0.07 0.05 0.03 0.02 0.00 0.00 -0.02 -0.05 2003 2004 2005 2006 2007 2008 2009 Source: ANCP/CTAG, 2012
  • 17. Implementation of DNA Markers to Produce Genomic EPDs • One way to implement the genomic information into genetic improvement programs is to simply integrate the genomic predictions into traditional genetic evaluation. • This approach combines traditional EBVs based on phenotype and pedigree with the genomic breeding values based on the markers.
  • 18. Implementation of DNA Markers to Produce Genomic EPDs • The Nellore Genetic Evaluation of the Brazilian Association of Farmers and Researchers (ANCP) published last year (2011) enhanced EPDs for growth and reproduction traits. • The molecular markers (Clarifide® - Pfizer) were analyzed as a correlated trait.
  • 19. Analysis of Nellore Data • Last April (2012) we launched for Nellore Brazil Program the genetic evaluation for 1.1 million animals with Enhanced Genomic EPDs. (EBV:2) • We analyzed 12 (twelve) traits: Age at first calving (AFC); Heifer pregnancy rate (HPR); Stayability (STAY); Accumulated production (CAP); 120-day weight (WT120); Weights at 365/450 days (WT365/450); Scrotal circumference at 365/450 days (SC365/450); Rib eye area (REA); Fat Thickness (FAT).
  • 20. Statistical Analysis The data were analyzed using two animal models: a traditional single trait model, and a three-traits model where the Pfizer molecular value was included as a correlated trait. All mixed model analysis were performed using the statistical software ASREML 3.0, and SELMA (CTAG, 2011).
  • 21. In the next figures are illustrated the benefits of including the Pfizer MVP into actual accuracy. The green portion of the bars shows the accuracy before the inclusion of genomic markers and the blue shows the increase in accuracy after the inclusion of the MVP.
  • 22. Nellore Cattle AGE AT FIRST CALVING ACTUAL ACCURACY 1 0.00% 0.9 1.00% 0.8 4.00% 11.00% 0.7 16.00% A c 0.6 28.00% c 49.00% u 0.5 80.00% r 145.00% a c 0.4 y 0.3 0.2 0.1 0 0.11 A 0.20 0.21 A 0.30 0.31 A 0.40 0.41 A 0.50 0.51 A 0.60 0.61 A 0.70 0.71 A 0.80 0.81 A 0.90 0.91 A 0.99 Accuracy Class
  • 23. Nellore Cattle HEIFER PREGNANCY RATE ACTUAL ACCURACY 1 0.00% 0.9 1.00% 0.8 2.00% 0.7 5.00% A 9.00% c 0.6 c 16.00% u 0.5 r 29.00% a 49.00% c 0.4 102.00% y 0.3 0.2 0.1 0 0.11 A 0.20 0.21 A 0.30 0.31 A 0.40 0.41 A 0.50 0.51 A 0.60 0.61 A 0.70 0.71 A 0.80 0.81 A 0.90 0.91 A 0.99 Accuracy Class
  • 24. Nellore Cattle YEARLING SCROTAL CIRCUMFERENCE (ACTUAL ACC) 1 0.00% 0.9 0.00% 0.8 2.00% 0.7 3.00% A 6.00% c 0.6 c 11.00% u 0.5 r 23.00% a c 0.4 40.00% y 83.00% 0.3 0.2 0.1 0 0.11 A 0.20 0.21 A 0.30 0.31 A 0.40 0.41 A 0.50 0.51 A 0.60 0.61 A 0.70 0.71 A 0.80 0.81 A 0.90 0.91 A 0.99 Accuracy Class
  • 25. Nellore Cattle STAYABILITY (ACTUAL ACC) 1 0.00% 0.9 1.00% 0.8 3.00% 0.7 8.00% 12.00% A c 0.6 23.00% c u 35.00% 0.5 r 67.00% a 137.00% c 0.4 y 0.3 0.2 0.1 0 0.11 A 0.20 0.21 A 0.30 0.31 A 0.40 0.41 A 0.50 0.51 A 0.60 0.61 A 0.70 0.71 A 0.80 0.81 A 0.90 0.91 A 0.99 Accuracy Class
  • 26. The early graphs show that animals with lower accuracy have more benefit with the inclusion of genomic markers. On the other hand, the benefits decline as the actual accuracy increases. The benefits dissipate for actual accuracy great than 0.5.
  • 27. Change in BIF accuracy (ACCBIF) from the incorporation of Pfizer MVP into young sires with no other phenotypic information (i.e. parent-average EPDs; ACCBIF = 0.08), and average number of progeny records (Approx. progeny equivalents) it would require to obtain a similar ACCBIF increase based on progeny test records. Change in Approx. TRAITS h2 r ACCBIF Progeny (from 0.08*) Equivalents AFC 0.11 0.40 0.15 14 HPR 0.24 0.32 0.07 6 SC365 0.38 0.28 0.12 3 STAY 0.12 0.38 0.11 9 CAP 0.20 0.27 0.11 10 *These changes are less for higher initial accuracy values; h2 = Heritability; r = Genetic correlation estimates between target trait and respective MVPs.
  • 28. Genetic correlations among Pfizer MVP and reproductive traits a Traits h2 r(%) Vg(%) Age at First Calving 0.11 40 16 Heifer Pregnancy Rate 0.24 32 10 Scrotal Circumference at 365 days 0.38 28 8 Stayability 0.12 38 14 Accumulated production 0.20 27 7 aNellore breed; h2 Heritability; r=Genetic correlation estimates between target trait and MVPs; Vg = Portion of genetic variance explained by MVP. Source: ANCP & Pfizer (2012)
  • 29. Conclusions Results showed that the incorporation of molecular markers information into genetic evaluation resulted in increased accuracy of young sires as compared to the accuracy of traditional genetic evaluation.
  • 30. Conclusions The effect of the inclusion of genomic markers decline as the actual accuracy increases in Nellore breed. The benefits of including genomic information dissipate when accuracy is over 0.5 for most traits studied.  GE-EPD will be an effective tool to enable faster genetic improvement of fertility and growth traits in Nellore cattle in Brazil.
  • 31. Thank you so much!