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STRATEGIES, TECHNIQUES AND
EXPERIENCE TO FOSTER PARASITE
RESISTANCE & RESILIENCE

    SUSAN SCHOENIAN & JEFF SEMLER
    UNIVERSITY OF MARYLAND EXTENSION
GASTRO-INTESTINAL PARASITES

   Gastro-intestinal parasites
    are the primary health
    problem affecting sheep
    and goats in warm, moist
    climates and areas with
    summer rainfall.

   Sheep and especially
    goats are more
    susceptible to the effects
    of internal parasites than
    other farm livestock.
                                  Goats are not natural grazers, nor
                                   well-adapted to moist climates.
GASTRO-INTESTINAL PARASITES

• Sheep and goats share the
  same internal parasites
  (except for coccidia).
• Not all parasites are pathogenic
  or equally pathogenic.
• Close grazing facilitates the
  ingestion of infective worm
  larvae (L3).
• Grazing near fecal pellets also
  facilitates ingestion of infective
  worm larvae (L3).
GASTRO-INTESTINAL PARASITES
              •   Sheep and especially goats
                  are slow to develop immunity
                  to internal parasites and
                  experience a relaxation of
                  immunity around the time of
                  parturition (known as the
                  “periparturient egg rise”).
              •   Worms have developed varying
                  degrees of resistance to ALL of the
                  dewormers (anthelmintics).
              •   Drug resistance is inevitable!
                  Worms will eventually develop
                  resistance to any new dewormer,
                  quicker if we over-use it or use it
                  improperly (like we’ve done in the
                  past!).
SHEEP AND GOATS CAN BE AFFECTED BY A
VARIETY OF INTERNAL (AND EXTERNAL) PARASITES
AND IT IS NORMAL FOR THEM TO HAVE SOME
WORMS IN THEIR GUTS AND EGGS IN THEIR FECES.


1. Helminths (worms)
 1) Roundworms                           I have
                                         worms!
    (gut, lung, meningeal)
 2) Trematodes (tapeworms)
 3) Cestodes (flukes)
                             Me, too!

2. Protozoa (single cell)
 1) Coccidia
PRIMARY PARASITES AFFECTING
SHEEP AND GOATS
•   Roundworms, especially
    Haemonchus contortus     •      Coccidia (Eimeria spp.)
    (barber pole worm).
                             •      Other parasites (e.g.
                                    meningeal worm) can be
•   Also, Trichostrongylus          a problem on individual
    spp. and Teladorsagia           farms or in some years.
    (Ostertagia).




        Barber pole worm     Coccidia “nodules” in small intestines
       Image from Novartis        Image from ScienceDirect
MOST ECONOMICALLY-DEVASTATING PARASITE
IS USUALLY HAEMONCHUS CONTORTUS.
                           2012                                               2010
        100                                               100
         80                                                80
         60                                                60
         40                                                40
         20                                                20
          0                                                 0
                 6/2      6/28     7/26        8/22                   6/7     7/1       7/29        8/25

             Haemonchus     Trichostrongylus     Other         Haemonchus       Trichostrongylus       Other




                          2011                                                       2009
                                                         100
       100
                                                          80
        80
        60                                                60
        40                                                40
        20                                                20
         0                                                 0
                6/3       7/7      8/4         9/1              6/6     7/1   7/16   7/30    8/13   8/26   9/10   9/26

             Haemonchus    Trichostrongylus     Other                   Haemonchus          Trichostrongylus


LARVAE ID (PERCENT HAEMONCHUS IN RED) FROM WESTERN MARYLAND PASTURE-BASED MEAT GOAT PERFORMANCE TEST.
THE BARBER POLE WORM IS
AN INCREDIBLE PARASITE!

• Very pathogenic: kills a
  lot of sheep and
  goats, especially weanlings.

• Difficult to control
   • Simple, direct life cycle
   • Prolific egg layer
   • Undergoes hypobiosis
      (inhibited developmental stage)


• Adaptable: from the
  Tropics to the Artic.
SYMPTOMS IN THE ANIMAL
 HAEMONCHOSIS
1. Hyperacute         (< 1 week)
   •   “Sudden death”
   •   No obvious signs

2. Acute (> 1 week)
   •   Anemia
   •   Edema (bottle jaw)
   •   Weight loss                 Voracious blood-sucker!
   •   Loss of body condition
   •   Anorexia
   •   Loss of stamina
   •   Diarrhea

3. Chronic (sub-clinical)
   •   Loss of performance
GENETICS OF PARASITES:
TWO TRAITS
RESISTANCE                        RESILIENCE
• Prevent parasitic disease       • Tolerate (perform, remain
  from establishing.                healthy) despite parasite
                                    burden (could still have
• Quantified by fecal egg
                                    high egg count).
  counts (FECs), which are
  an estimate of the              • For barber pole
  number of worms in the            worm, quantified by packed
  animal’s gut.                     cell volume (PCV) and
                                    estimated by FAMACHA©
  EPG: eggs per gram (of feces)     eye anemia scores.

                                    PCV - percent; FAMACHA© - 1-5
ABOUT FECAL EGG COUNTS (EPG)

•   They are “relative”:
    a “snapshot” in time.                               McMaster slide
•   A single egg count is not
    necessarily a good measure
    of the parasite burden in an
    individual animal; however, it is a
    measure of pasture contamination.
•   Fecal egg counts include all
    strongyle-type eggs:
    Haemonchus, Trichostrongylus, and
    Teladorsagia: you must hatch eggs
    to identify strongyle species by
    worm larvae.
•   Worms vary in their egg-laying        You can learn to do your own FECs.
    ability.
ABOUT PACKED CELL VOLUME (PCV)
• Is proportion (%) of blood represented
  by red blood cells.
                                                         McMaster slide
• Also known as blood hematocrit.
• 25 to 35 percent is normal in sheep/goats.
• Is usually lower for goats.
• Is estimated by FAMACHA© scores.


                           Score      Color      PCV     Tx?

                                1      Red       > 28    No

                                2   Red-Pink     23-27   No

                                3     Pink       18-22   ?

                                4   Pink-White   13-17   Yes

                                5     White      < 12    Yes
OTHER IMPORTANT MEASUREMENTS
OF PARASITE RESILIENCE
• Body condition (1-5)
• Dag score (fecal soiling, 0-5)
• Coat condition
• Weight gain




      Dagginess               Weight loss   Poor body condition
HERITABILITY (H2) OF
RESISTANCE AND RESILIENCE
       RESISTANCE                               RESILIENCE
       • Moderately heritable                   • Low heritability
         ~0.25                                    ~ 0.10
           (higher for Katahdins)
                                                • Less variability:
       • Extremely variable:                      coefficient of variation
         coefficient of variation                 usually between 20
         is often over 100                        and 40 percent.
         percent.


    Fecal egg counts are the standard for
   improving parasite resistance in sheep.
  Heritability (h2) is the proportion of phenotypic variation due to genetics.
GENETIC RELATIONSHIP BETWEEN
RESISTANCE AND RESILIENCE

• Resistance and resilience are
  usually positively correlated,          Year            Correlation
  though measurement numbers             2007                  0.29
  may be negatively related.             2008                  0.42
                                         2009                  0.18
   e.g.  FEC PCV and
                                         2010                  0.27
    FEC  FAMACHA© Score.
                                         2011                  0.14

• In the Western Maryland           Genetic correlations range from -1 to +1
                                     and are an indication of the amount of
  Pasture-Based Meat Goat                variation that two traits share.
  Performance Test, FEC and
  FAMACHA© scores have had              In New Zealand, they found no
                                         correlation between parasite
  positive correlations, but they     resistance and parasite resilience.
  have not been very strong.
IN OUR BUCK TEST, WE USE FECAL
EGG COUNTS (FEC) TO EVALUATE
GENETIC RESISTANCE TO PARASITES.

NOT TO MAKE DEWORMING DECISIONS.
WE USE FAMACHA© SCORES TO
ESTIMATE PACKED CELL VOLUME

…AND MAKE DEWORMING DECISIONS.
TWO WAYS TO SELECT FOR
PARASITE RESISTANCE AND RESILIENCE
    BETWEEN BREED                      WITHIN BREED
•    Some breeds are naturally         •   There is as much variation
     more resistant and resilient to       within a breed as between
     internal parasites (round-            breeds.
     worms) than others.
                                       •   The 80-20 rule: it is estimated
•    This is well-documented in            that 20-30 percent of the flock
     sheep; not very well-                 or herd is responsible for
     documented in goats                   causing 70 to 80 percent of the
     (mostly anecdotal).                   pasture contamination
•    Resistant breeds tend to be           (fecal egg outlay).
     those with tropical origins or    •   Parasite resistance (FECs) is a
     landrace breeds that have             moderately heritable trait.
     naturally adapted to their
     environment (“survival of the
     fittest”).
(MORE) RESISTANT BREEDS
SHEEP                             GOATS
• Landrace hair sheep                          Not
                                  • Kiko
     1)   St. Croix                             • Boer
     2)   Barbados Blackbelly     • Spanish     • Nubian
     3)   American Blackbelly                   • Swiss dairy
                                  • Myotonic
• Composite hair x wool
     1)   Katahdin
• Medium wool
     1)   Gulf Coast Native
          Florida Native                               St. Croix:
                                                       the most
•   Dorper - not resistant, but                        resistant
    maybe more resilient.                            breed in US.
•   Others (?)
WITHIN BREED SELECTION
ANY BREED (OR POPULATION) CAN BE SELECTED
FOR IMPROVED PARASITE RESISTANCE.


       2012 Western Maryland Pasture-Based Meat Goat Performance Test




                                                                        Avg. FEC
                                                                        2358 epg




80:20 rule: Fecal egg counts are not evenly dispersed in a herd or flock.
Selection for parasite resistance in Australia
Selection for parasite resistance in Australia
Selection for parasite resistance in Australia
HOW TO SELECT FOR
PARASITE RESISTANCE
•   The immune system needs to
    be stimulated by a worm
    challenge before genetic
    differences can be expressed.
•   Measure fecal egg counts when
    animals are between 6 and 12
    months of age.
•   No sooner than 6 weeks after
    weaning.
•   A high worm load is needed to
    do the best job of separating
    resistant vs. susceptible
    animals;
     •   Avg. FEC of 500-1000 epg
         for barber pole worm
     •   Less than 10% of animals
         should have zero egg counts.
PROTOCOL FOR MEASURING
RESISTANCE IN KATAHDINS




Source: NSIP, David Notter, Virginia Tech, 2004
HOW TO SELECT FOR
PARASITE RESISTANCE
• Take all samples on
  same day.
• Store samples in a cool
  place to prevent eggs from
  hatching.
• Compare animals in same
  contemporary group.
• Compare individual FECs to
  group average.
• Heritability will be higher if
  more than one FEC is used
  for comparison.
2012 Western Maryland Pasture-Based Meat Goat Performance Test


                   1
                   2
                   3
                   4
                   5
       Top 10      6
                   7
                   8
                   9
                  10


                  10
                   9
                   8
                   7
                   6
    Bottom 10      5
                   4
                   3
                   2
                   1


     All goats were triple-dewormed (moxidectin + levamisole + albendazole) on 6/2.
              Twelve days later, the average fecal egg count was near zero.
HOW TO SELECT FOR
PARASITE RESILIENCE
• Many criteria can be used
     a)   Packed cell volume
     b)   FAMACHA© score
     c)   Time from fixed point that
          deworming is required
     d)   Number of times dewormed
          during specific time period.
     e)   Body condition score
     f)   Dag scores (scour worms)
     g)   Growth rates
•   Cull animals that require
    frequently deworming.
•   Select animals that do not
    require deworming and whose
    parents don’t require deworming.
2012 Western Maryland Pasture-Based Meat Goat Performance Test



             1
             2
             3
             4
             5
  Top 10     6
             7
             8
             9
            10
            10
             9
             8
             7
             6
Bottom 10    5
             4
             3
             2
             1


             All goats were triple-dewormed (moxidectin + levamisole + albendazole) on 6/2.
    For the next 8 weeks, the average FAMACHA© score improved and no goat required deworming.
WE WANT BOTH RESISTANCE
AND RESILIENCE!
• You don’t want have to                         Let me
                                                  out!
  deworm your stock, but
  you also don’t want to
  have animals that
  deposit a lot of eggs onto
  the pasture.
• Heavily-contaminated
  pastures lead to clinical
  parasitism, as there are
  almost always
  susceptible animals in       Fecal egg counts are a measure
  the herd or flock.              of pasture contamination.
IT IS MOST IMPORTANT THAT THE
MALE BE RESISTANCE TO PARASITES




     There are large differences between sires for resistance.
WHAT WILL HAPPEN IF YOU DON’T
PAY ATTENTION TO PARASITES?
•   Eventually all the dewormers
    will stop working on your farm.     Kiko x Boer

•   You will need to feed more so
    that your animals can tolerate
    parasitic burdens.
•   You’ll want to raise your sheep
    and goats in complete
    confinement so that they are
    not exposed to much infective
    worm larvae.
•   You’ll have to stop raising
    sheep and especially goats.
•   Your compost pile will get full.      Top-performing buck from 2011 Test
                                       Avg. FEC: 232 epg; Avg. FAM: 1.7; ADG ratio: 181%
QUESTIONS?
THANK YOU FOR YOUR ATTENTION.




      Kiko and crossbred bucks from 2012 test.

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FosteringParasiteResistance

  • 1. STRATEGIES, TECHNIQUES AND EXPERIENCE TO FOSTER PARASITE RESISTANCE & RESILIENCE SUSAN SCHOENIAN & JEFF SEMLER UNIVERSITY OF MARYLAND EXTENSION
  • 2. GASTRO-INTESTINAL PARASITES  Gastro-intestinal parasites are the primary health problem affecting sheep and goats in warm, moist climates and areas with summer rainfall.  Sheep and especially goats are more susceptible to the effects of internal parasites than other farm livestock. Goats are not natural grazers, nor well-adapted to moist climates.
  • 3. GASTRO-INTESTINAL PARASITES • Sheep and goats share the same internal parasites (except for coccidia). • Not all parasites are pathogenic or equally pathogenic. • Close grazing facilitates the ingestion of infective worm larvae (L3). • Grazing near fecal pellets also facilitates ingestion of infective worm larvae (L3).
  • 4. GASTRO-INTESTINAL PARASITES • Sheep and especially goats are slow to develop immunity to internal parasites and experience a relaxation of immunity around the time of parturition (known as the “periparturient egg rise”). • Worms have developed varying degrees of resistance to ALL of the dewormers (anthelmintics). • Drug resistance is inevitable! Worms will eventually develop resistance to any new dewormer, quicker if we over-use it or use it improperly (like we’ve done in the past!).
  • 5. SHEEP AND GOATS CAN BE AFFECTED BY A VARIETY OF INTERNAL (AND EXTERNAL) PARASITES AND IT IS NORMAL FOR THEM TO HAVE SOME WORMS IN THEIR GUTS AND EGGS IN THEIR FECES. 1. Helminths (worms) 1) Roundworms I have worms! (gut, lung, meningeal) 2) Trematodes (tapeworms) 3) Cestodes (flukes) Me, too! 2. Protozoa (single cell) 1) Coccidia
  • 6. PRIMARY PARASITES AFFECTING SHEEP AND GOATS • Roundworms, especially Haemonchus contortus • Coccidia (Eimeria spp.) (barber pole worm). • Other parasites (e.g. meningeal worm) can be • Also, Trichostrongylus a problem on individual spp. and Teladorsagia farms or in some years. (Ostertagia). Barber pole worm Coccidia “nodules” in small intestines Image from Novartis Image from ScienceDirect
  • 7. MOST ECONOMICALLY-DEVASTATING PARASITE IS USUALLY HAEMONCHUS CONTORTUS. 2012 2010 100 100 80 80 60 60 40 40 20 20 0 0 6/2 6/28 7/26 8/22 6/7 7/1 7/29 8/25 Haemonchus Trichostrongylus Other Haemonchus Trichostrongylus Other 2011 2009 100 100 80 80 60 60 40 40 20 20 0 0 6/3 7/7 8/4 9/1 6/6 7/1 7/16 7/30 8/13 8/26 9/10 9/26 Haemonchus Trichostrongylus Other Haemonchus Trichostrongylus LARVAE ID (PERCENT HAEMONCHUS IN RED) FROM WESTERN MARYLAND PASTURE-BASED MEAT GOAT PERFORMANCE TEST.
  • 8. THE BARBER POLE WORM IS AN INCREDIBLE PARASITE! • Very pathogenic: kills a lot of sheep and goats, especially weanlings. • Difficult to control • Simple, direct life cycle • Prolific egg layer • Undergoes hypobiosis (inhibited developmental stage) • Adaptable: from the Tropics to the Artic.
  • 9. SYMPTOMS IN THE ANIMAL HAEMONCHOSIS 1. Hyperacute (< 1 week) • “Sudden death” • No obvious signs 2. Acute (> 1 week) • Anemia • Edema (bottle jaw) • Weight loss Voracious blood-sucker! • Loss of body condition • Anorexia • Loss of stamina • Diarrhea 3. Chronic (sub-clinical) • Loss of performance
  • 10. GENETICS OF PARASITES: TWO TRAITS RESISTANCE RESILIENCE • Prevent parasitic disease • Tolerate (perform, remain from establishing. healthy) despite parasite burden (could still have • Quantified by fecal egg high egg count). counts (FECs), which are an estimate of the • For barber pole number of worms in the worm, quantified by packed animal’s gut. cell volume (PCV) and estimated by FAMACHA© EPG: eggs per gram (of feces) eye anemia scores. PCV - percent; FAMACHA© - 1-5
  • 11. ABOUT FECAL EGG COUNTS (EPG) • They are “relative”: a “snapshot” in time. McMaster slide • A single egg count is not necessarily a good measure of the parasite burden in an individual animal; however, it is a measure of pasture contamination. • Fecal egg counts include all strongyle-type eggs: Haemonchus, Trichostrongylus, and Teladorsagia: you must hatch eggs to identify strongyle species by worm larvae. • Worms vary in their egg-laying You can learn to do your own FECs. ability.
  • 12. ABOUT PACKED CELL VOLUME (PCV) • Is proportion (%) of blood represented by red blood cells. McMaster slide • Also known as blood hematocrit. • 25 to 35 percent is normal in sheep/goats. • Is usually lower for goats. • Is estimated by FAMACHA© scores. Score Color PCV Tx? 1 Red > 28 No 2 Red-Pink 23-27 No 3 Pink 18-22 ? 4 Pink-White 13-17 Yes 5 White < 12 Yes
  • 13. OTHER IMPORTANT MEASUREMENTS OF PARASITE RESILIENCE • Body condition (1-5) • Dag score (fecal soiling, 0-5) • Coat condition • Weight gain Dagginess Weight loss Poor body condition
  • 14. HERITABILITY (H2) OF RESISTANCE AND RESILIENCE RESISTANCE RESILIENCE • Moderately heritable • Low heritability ~0.25 ~ 0.10 (higher for Katahdins) • Less variability: • Extremely variable: coefficient of variation coefficient of variation usually between 20 is often over 100 and 40 percent. percent. Fecal egg counts are the standard for improving parasite resistance in sheep. Heritability (h2) is the proportion of phenotypic variation due to genetics.
  • 15. GENETIC RELATIONSHIP BETWEEN RESISTANCE AND RESILIENCE • Resistance and resilience are usually positively correlated, Year Correlation though measurement numbers 2007 0.29 may be negatively related. 2008 0.42 2009 0.18 e.g.  FEC PCV and 2010 0.27  FEC  FAMACHA© Score. 2011 0.14 • In the Western Maryland Genetic correlations range from -1 to +1 and are an indication of the amount of Pasture-Based Meat Goat variation that two traits share. Performance Test, FEC and FAMACHA© scores have had In New Zealand, they found no correlation between parasite positive correlations, but they resistance and parasite resilience. have not been very strong.
  • 16. IN OUR BUCK TEST, WE USE FECAL EGG COUNTS (FEC) TO EVALUATE GENETIC RESISTANCE TO PARASITES. NOT TO MAKE DEWORMING DECISIONS.
  • 17. WE USE FAMACHA© SCORES TO ESTIMATE PACKED CELL VOLUME …AND MAKE DEWORMING DECISIONS.
  • 18. TWO WAYS TO SELECT FOR PARASITE RESISTANCE AND RESILIENCE BETWEEN BREED WITHIN BREED • Some breeds are naturally • There is as much variation more resistant and resilient to within a breed as between internal parasites (round- breeds. worms) than others. • The 80-20 rule: it is estimated • This is well-documented in that 20-30 percent of the flock sheep; not very well- or herd is responsible for documented in goats causing 70 to 80 percent of the (mostly anecdotal). pasture contamination • Resistant breeds tend to be (fecal egg outlay). those with tropical origins or • Parasite resistance (FECs) is a landrace breeds that have moderately heritable trait. naturally adapted to their environment (“survival of the fittest”).
  • 19. (MORE) RESISTANT BREEDS SHEEP GOATS • Landrace hair sheep Not • Kiko 1) St. Croix • Boer 2) Barbados Blackbelly • Spanish • Nubian 3) American Blackbelly • Swiss dairy • Myotonic • Composite hair x wool 1) Katahdin • Medium wool 1) Gulf Coast Native Florida Native St. Croix: the most • Dorper - not resistant, but resistant maybe more resilient. breed in US. • Others (?)
  • 20. WITHIN BREED SELECTION ANY BREED (OR POPULATION) CAN BE SELECTED FOR IMPROVED PARASITE RESISTANCE. 2012 Western Maryland Pasture-Based Meat Goat Performance Test Avg. FEC 2358 epg 80:20 rule: Fecal egg counts are not evenly dispersed in a herd or flock.
  • 21. Selection for parasite resistance in Australia
  • 22. Selection for parasite resistance in Australia
  • 23. Selection for parasite resistance in Australia
  • 24. HOW TO SELECT FOR PARASITE RESISTANCE • The immune system needs to be stimulated by a worm challenge before genetic differences can be expressed. • Measure fecal egg counts when animals are between 6 and 12 months of age. • No sooner than 6 weeks after weaning. • A high worm load is needed to do the best job of separating resistant vs. susceptible animals; • Avg. FEC of 500-1000 epg for barber pole worm • Less than 10% of animals should have zero egg counts.
  • 25. PROTOCOL FOR MEASURING RESISTANCE IN KATAHDINS Source: NSIP, David Notter, Virginia Tech, 2004
  • 26. HOW TO SELECT FOR PARASITE RESISTANCE • Take all samples on same day. • Store samples in a cool place to prevent eggs from hatching. • Compare animals in same contemporary group. • Compare individual FECs to group average. • Heritability will be higher if more than one FEC is used for comparison.
  • 27. 2012 Western Maryland Pasture-Based Meat Goat Performance Test 1 2 3 4 5 Top 10 6 7 8 9 10 10 9 8 7 6 Bottom 10 5 4 3 2 1 All goats were triple-dewormed (moxidectin + levamisole + albendazole) on 6/2. Twelve days later, the average fecal egg count was near zero.
  • 28. HOW TO SELECT FOR PARASITE RESILIENCE • Many criteria can be used a) Packed cell volume b) FAMACHA© score c) Time from fixed point that deworming is required d) Number of times dewormed during specific time period. e) Body condition score f) Dag scores (scour worms) g) Growth rates • Cull animals that require frequently deworming. • Select animals that do not require deworming and whose parents don’t require deworming.
  • 29. 2012 Western Maryland Pasture-Based Meat Goat Performance Test 1 2 3 4 5 Top 10 6 7 8 9 10 10 9 8 7 6 Bottom 10 5 4 3 2 1 All goats were triple-dewormed (moxidectin + levamisole + albendazole) on 6/2. For the next 8 weeks, the average FAMACHA© score improved and no goat required deworming.
  • 30. WE WANT BOTH RESISTANCE AND RESILIENCE! • You don’t want have to Let me out! deworm your stock, but you also don’t want to have animals that deposit a lot of eggs onto the pasture. • Heavily-contaminated pastures lead to clinical parasitism, as there are almost always susceptible animals in Fecal egg counts are a measure the herd or flock. of pasture contamination.
  • 31. IT IS MOST IMPORTANT THAT THE MALE BE RESISTANCE TO PARASITES There are large differences between sires for resistance.
  • 32. WHAT WILL HAPPEN IF YOU DON’T PAY ATTENTION TO PARASITES? • Eventually all the dewormers will stop working on your farm. Kiko x Boer • You will need to feed more so that your animals can tolerate parasitic burdens. • You’ll want to raise your sheep and goats in complete confinement so that they are not exposed to much infective worm larvae. • You’ll have to stop raising sheep and especially goats. • Your compost pile will get full. Top-performing buck from 2011 Test Avg. FEC: 232 epg; Avg. FAM: 1.7; ADG ratio: 181%
  • 33. QUESTIONS? THANK YOU FOR YOUR ATTENTION. Kiko and crossbred bucks from 2012 test.