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D.D. Boler, A.C. Dilger & E.K. Arkfeld
University of Illinois
S.D. Shackelford, D.A. King & T.L. Wheeler
USDA-MARC
Consistent, high quality pork will increase
positive eating experiences for consumers
Correlating pork quality from the ham, loin, and
belly
NPB 14-221
Objectives
• Correlate fresh loin quality with fresh ham
quality, processed ham quality, and fresh belly
characteristics
• Characterize variation in loin, ham, and belly
of pigs selected for
– High growth potential / adequate meat quality
– High meat quality / adequate growth potential
• Evaluate effects of seasonality on variation in
loin, ham, and belly quality
Winter Marketing Program
Barn A (Lean) Barn B (Quality) Barn C (Lean) Barn D (Quality)
February 10 Cut 1 Cut 1 -- --
February 23 Cut 2 Cut 2 Cut 1 Cut 1
March 9 Cut 3 Cut 3 Cut 2 Cut 2
March 23 -- -- Cut 3 Cut 3
Population
Barn A Barn B Barn C Barn D Total
Cut 1 304 306 495 307 1412 (33%)
Cut 2 456 464 338 465 1723 (40%)
Cut 3 281 127 261 485 1154 (27%)
Total 1041 (24%) 897 (21%) 1094 (26%) 1257 (29%) 4289 (100%)
N = 4516; n = 4289 (95%)
Gilts = 60%
Cut 1 – 26%
Cut 2 – 44%
Cut 3 – 30%
Barrows = 40%
Cut 1 – 44%
Cut 2 – 34%
Cut 3 – 22%
Materials and Methods
• Hot carcass weight
• Fat-O-Meater information
• Subjective color, marbling, and firmness on loins
• Iodine value determination
• VISNIR prediction of SSF and IMF
• Ham weight
• Objective CIE color on the ham face
Entire Population
Carcass Characteristics
Lean Quality P - values
Cut 1 Cut 2 Cut 3 Cut 1 Cut 2 Cut 3 SEM Genetics Cut Gen. x Cut
HCW, kg 93.8 92.5 92.9 100.2 98.2 94.6 2.42 0.18 0.50 0.35
FD, mm 13.9 12.4 12.7 17.8 17.7 17.2 1.53 <0.01 0.70 0.78
LD, mm 73.5 72.0 71.5 67.9 68.0 67.4 2.81 0.04 0.85 0.93
Lean, % 59.2 60.0 59.7 56.2 56.2 56.4 1.14 <0.01 0.80 0.84
No interactions between genetic line and cut
Cut did not affect HCW, FD, LD, or estimated lean
No differences among genetics or cuts for HCW
Lean Quality Difference
FD, mm 13.0 17.6 4.6 mm (0.18 in)
LD, mm 72.3 69.1 4.5%
Lean, % 59.6 56.3 3.3 perc. unit
Ham Face Color
Gluteus profundis
Gluteus medius
Correlations (r) of Carcass
Characteristics with Ham Quality
HCW BF LD Lean
Ham wt 0.86 0.29 0.23 -0.18
Gluteus medius
L* -0.03 -0.15 0.07 0.15
a* 0.02 0.05 0.04 -0.03
b* 0.07 0.08 -0.03 -0.08
Gluteus profundis
L* -0.11 -0.17 0.01 0.15
a* 0.09 0.09 0.03 -0.07
b* 0.03 0.03 -0.03 -0.04
Bold indicates P < 0.05
Correlations with HCW, BF, LD, and lean were significant but weak
Strong relationship (r = 0.86)
10
15
20
25
30
35
40
100 150 200 250 300
Weak relationship (r = 0.01)
20
25
30
35
40
45
50
55
60
65
70
0 20 40 60 80 100
Correlations
Hamwt
HCW Loin depth
GluteusprofundisL*
Materials and Methods
• 30 min loin pH
• Temperature decline (LD & SM)
• Loin ultimate pH (~50% of the population)
• Loin purge loss
• Fresh belly dimensions (~50% of the population)
• Fatty acid profiles
• Ham processing characteristics
Selected 10% of the Population
Carcass Selection
Subpopulation
Barn A Barn B Barn C Barn D Total
Cut 1 34 32 56 34 156 (34%)
Cut 2 46 50 35 47 178 (39%)
Cut 3 30 15 27 54 126 (27%)
Total 110 (24%) 97 (21%) 118 (26%) 135 (29%) 460 (100%)
N = 460 (10.7%)
Barrows = 43%, Gilts = 57%
Muscle Temperature Decline
0
5
10
15
20
25
30
35
40
45
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
Muslcetemperature,°C
Time postmortem, h
Longissimus
Semimembranosus
Carcassesinblastchiller
Relationship between loin and ham
temperature decline
-0.2
-0.1
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
Correlationoflointemperaturetoham
temperature
Time postmortem, h
Carcassesinblastchiller
Predictive ability of carcass
characteristics on temperature decline
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.70
0.80
0 1 2 3 4 5 6 7 8 9 10111213141516171819202122
Coefficientofdeterminationforpredictionof
muscletemperaturewithHCW,backfatthickness
andloinmuscledepth(R-squared)
Time postmortem, h
Longissimus
Semimembranosus
Correlations (r) of Carcass
Characteristics with Loin Quality
HCW BF LD Lean
Loin wt 0.63 -0.06 0.43 0.20
pH, 30 min -0.01 -0.10 0.16 0.14
pH, 24 h -0.01 0.19 -0.14 -0.22
Color, 1d 0.17 0.38 -0.22 -0.41
Marbling, 1d 0.18 0.52 -0.25 -0.54
Firmness, 1d 0.29 0.34 0.07 -0.27
Purge loss, 20d -0.20 -0.43 0.15 0.43
Cook loss, 20d -0.31 -0.38 -0.07 0.31
SSF, 20d -0.28 -0.48 0.01 0.42
Bold indicates P < 0.05
Correlations with HCW and LD were significant but weak
Correlations (r) of Carcass
Characteristics with Loin Quality
HCW BF LD Lean
Loin wt 0.63 -0.06 0.43 0.20
pH, 30 min -0.01 -0.10 0.16 0.14
pH, 24 h -0.01 0.19 -0.14 -0.22
Color, 1d 0.17 0.38 -0.22 -0.41
Marbling, 1d 0.18 0.52 -0.25 -0.54
Firmness, 1d 0.29 0.34 0.07 -0.27
Purge loss, 20d -0.20 -0.43 0.15 0.43
Cook loss, 20d -0.31 -0.38 -0.07 0.31
SSF, 20d -0.28 -0.48 0.01 0.42
Bold indicates P < 0.05
As BF increased marbling increased, purge loss decreased, and loins became more
tender
Correlations (r) of Fresh Ham Quality
with Loin Quality
Ham wt Profundis L* Medius L*
Loin wt 0.63 -0.05 0.05
pH, 30 min -0.01 0.08 0.07
pH, 24 h -0.04 -0.20 -0.37
Color, 1d 0.11 -0.19 -0.32
Marbling, 1d 0.06 -0.02 -0.09
Firmness, 1d 0.27 -0.09 -0.12
L*, 1d -0.04 0.12 0.24
L*, 20d -0.14 0.14 0.23
SSF, 20d -0.16 0.11 0.13
Bold indicates P < 0.05
Fresh loin color (r = 0.24)
10
20
30
40
50
60
70
25 35 45 55 65
Aged loin color (r = 0.23)
20
25
30
35
40
45
50
55
60
65
70
25 35 45 55 65
Ham and Loin Color
LoinL*,1d
Gluteus medius L* Gluteus medius L*
LoinL*,20d
Correlations (r) of Fresh Ham Quality
with Belly Quality
Ham wt Profundis L* Medius L*
Belly wt 0.61 -0.07 0.00
Length 0.33 -0.11 -0.13
Width 0.35 0.13 0.22
Thickness 0.35 -0.05 -0.01
Flop score 0.29 -0.09 -0.06
Bold indicates P < 0.05
As hams became heavier, bellies became longer,
wider, thicker, and firmer
Ham wt & Thickness(r = 0.35)
10
15
20
25
30
35
40
0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00
Ham wt & Flop (r = 0.29)
10
15
20
25
30
35
40
0.0 1.0 2.0 3.0 4.0 5.0 6.0
Ham and Belly
Hamwt
Belly thickness
Hamwt
Belly flop
Correlations (r) of Belly Quality with
Loin Quality
Belly wt Length Width Thickness
Flop
Score
Loin wt 0.31 0.20 0.25 0.06 -0.04
pH, 30 min -0.05 -0.12 0.11 -0.04 -0.06
pH, 24 h 0.08 0.23 -0.17 0.06 0.11
Color, 1d 0.27 0.29 -0.05 0.22 0.27
Marbling, 1d 0.35 0.31 0.08 0.33 0.43
Firmness, 1d 0.25 0.11 0.09 0.22 0.10
Purge loss, 20d -0.29 -0.30 0.09 -0.31 -0.31
Cook loss, 20d -0.33 -0.20 -0.03 -0.31 -0.26
SSF, 20d -0.36 -0.26 -0.04 -0.42 -0.43
Bold indicates P < 0.05
Summary
• For pigs raised during the cold season:
– Cut did not affect carcass characteristics
– No interactions with cut and genetics for carcass
characteristics
– Primal weights were positively correlated with
each other
– Ham and loin color were only moderately related
– As hams became heavier bellies became thicker
and firmer
Thank You!
D.D. Boler
dboler2@Illinois.edu
(217) 300-4847

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Dr. Dustin Boler - Pork Quality - High Quality Pork Increases Positive Consumer Eating Experiences

  • 1. D.D. Boler, A.C. Dilger & E.K. Arkfeld University of Illinois S.D. Shackelford, D.A. King & T.L. Wheeler USDA-MARC Consistent, high quality pork will increase positive eating experiences for consumers Correlating pork quality from the ham, loin, and belly NPB 14-221
  • 2. Objectives • Correlate fresh loin quality with fresh ham quality, processed ham quality, and fresh belly characteristics • Characterize variation in loin, ham, and belly of pigs selected for – High growth potential / adequate meat quality – High meat quality / adequate growth potential • Evaluate effects of seasonality on variation in loin, ham, and belly quality
  • 3. Winter Marketing Program Barn A (Lean) Barn B (Quality) Barn C (Lean) Barn D (Quality) February 10 Cut 1 Cut 1 -- -- February 23 Cut 2 Cut 2 Cut 1 Cut 1 March 9 Cut 3 Cut 3 Cut 2 Cut 2 March 23 -- -- Cut 3 Cut 3
  • 4. Population Barn A Barn B Barn C Barn D Total Cut 1 304 306 495 307 1412 (33%) Cut 2 456 464 338 465 1723 (40%) Cut 3 281 127 261 485 1154 (27%) Total 1041 (24%) 897 (21%) 1094 (26%) 1257 (29%) 4289 (100%) N = 4516; n = 4289 (95%) Gilts = 60% Cut 1 – 26% Cut 2 – 44% Cut 3 – 30% Barrows = 40% Cut 1 – 44% Cut 2 – 34% Cut 3 – 22%
  • 5. Materials and Methods • Hot carcass weight • Fat-O-Meater information • Subjective color, marbling, and firmness on loins • Iodine value determination • VISNIR prediction of SSF and IMF • Ham weight • Objective CIE color on the ham face Entire Population
  • 6. Carcass Characteristics Lean Quality P - values Cut 1 Cut 2 Cut 3 Cut 1 Cut 2 Cut 3 SEM Genetics Cut Gen. x Cut HCW, kg 93.8 92.5 92.9 100.2 98.2 94.6 2.42 0.18 0.50 0.35 FD, mm 13.9 12.4 12.7 17.8 17.7 17.2 1.53 <0.01 0.70 0.78 LD, mm 73.5 72.0 71.5 67.9 68.0 67.4 2.81 0.04 0.85 0.93 Lean, % 59.2 60.0 59.7 56.2 56.2 56.4 1.14 <0.01 0.80 0.84 No interactions between genetic line and cut Cut did not affect HCW, FD, LD, or estimated lean No differences among genetics or cuts for HCW Lean Quality Difference FD, mm 13.0 17.6 4.6 mm (0.18 in) LD, mm 72.3 69.1 4.5% Lean, % 59.6 56.3 3.3 perc. unit
  • 7. Ham Face Color Gluteus profundis Gluteus medius
  • 8. Correlations (r) of Carcass Characteristics with Ham Quality HCW BF LD Lean Ham wt 0.86 0.29 0.23 -0.18 Gluteus medius L* -0.03 -0.15 0.07 0.15 a* 0.02 0.05 0.04 -0.03 b* 0.07 0.08 -0.03 -0.08 Gluteus profundis L* -0.11 -0.17 0.01 0.15 a* 0.09 0.09 0.03 -0.07 b* 0.03 0.03 -0.03 -0.04 Bold indicates P < 0.05 Correlations with HCW, BF, LD, and lean were significant but weak
  • 9. Strong relationship (r = 0.86) 10 15 20 25 30 35 40 100 150 200 250 300 Weak relationship (r = 0.01) 20 25 30 35 40 45 50 55 60 65 70 0 20 40 60 80 100 Correlations Hamwt HCW Loin depth GluteusprofundisL*
  • 10. Materials and Methods • 30 min loin pH • Temperature decline (LD & SM) • Loin ultimate pH (~50% of the population) • Loin purge loss • Fresh belly dimensions (~50% of the population) • Fatty acid profiles • Ham processing characteristics Selected 10% of the Population
  • 12. Subpopulation Barn A Barn B Barn C Barn D Total Cut 1 34 32 56 34 156 (34%) Cut 2 46 50 35 47 178 (39%) Cut 3 30 15 27 54 126 (27%) Total 110 (24%) 97 (21%) 118 (26%) 135 (29%) 460 (100%) N = 460 (10.7%) Barrows = 43%, Gilts = 57%
  • 13. Muscle Temperature Decline 0 5 10 15 20 25 30 35 40 45 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 Muslcetemperature,°C Time postmortem, h Longissimus Semimembranosus Carcassesinblastchiller
  • 14. Relationship between loin and ham temperature decline -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 Correlationoflointemperaturetoham temperature Time postmortem, h Carcassesinblastchiller
  • 15. Predictive ability of carcass characteristics on temperature decline 0.00 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0 1 2 3 4 5 6 7 8 9 10111213141516171819202122 Coefficientofdeterminationforpredictionof muscletemperaturewithHCW,backfatthickness andloinmuscledepth(R-squared) Time postmortem, h Longissimus Semimembranosus
  • 16. Correlations (r) of Carcass Characteristics with Loin Quality HCW BF LD Lean Loin wt 0.63 -0.06 0.43 0.20 pH, 30 min -0.01 -0.10 0.16 0.14 pH, 24 h -0.01 0.19 -0.14 -0.22 Color, 1d 0.17 0.38 -0.22 -0.41 Marbling, 1d 0.18 0.52 -0.25 -0.54 Firmness, 1d 0.29 0.34 0.07 -0.27 Purge loss, 20d -0.20 -0.43 0.15 0.43 Cook loss, 20d -0.31 -0.38 -0.07 0.31 SSF, 20d -0.28 -0.48 0.01 0.42 Bold indicates P < 0.05 Correlations with HCW and LD were significant but weak
  • 17. Correlations (r) of Carcass Characteristics with Loin Quality HCW BF LD Lean Loin wt 0.63 -0.06 0.43 0.20 pH, 30 min -0.01 -0.10 0.16 0.14 pH, 24 h -0.01 0.19 -0.14 -0.22 Color, 1d 0.17 0.38 -0.22 -0.41 Marbling, 1d 0.18 0.52 -0.25 -0.54 Firmness, 1d 0.29 0.34 0.07 -0.27 Purge loss, 20d -0.20 -0.43 0.15 0.43 Cook loss, 20d -0.31 -0.38 -0.07 0.31 SSF, 20d -0.28 -0.48 0.01 0.42 Bold indicates P < 0.05 As BF increased marbling increased, purge loss decreased, and loins became more tender
  • 18. Correlations (r) of Fresh Ham Quality with Loin Quality Ham wt Profundis L* Medius L* Loin wt 0.63 -0.05 0.05 pH, 30 min -0.01 0.08 0.07 pH, 24 h -0.04 -0.20 -0.37 Color, 1d 0.11 -0.19 -0.32 Marbling, 1d 0.06 -0.02 -0.09 Firmness, 1d 0.27 -0.09 -0.12 L*, 1d -0.04 0.12 0.24 L*, 20d -0.14 0.14 0.23 SSF, 20d -0.16 0.11 0.13 Bold indicates P < 0.05
  • 19. Fresh loin color (r = 0.24) 10 20 30 40 50 60 70 25 35 45 55 65 Aged loin color (r = 0.23) 20 25 30 35 40 45 50 55 60 65 70 25 35 45 55 65 Ham and Loin Color LoinL*,1d Gluteus medius L* Gluteus medius L* LoinL*,20d
  • 20. Correlations (r) of Fresh Ham Quality with Belly Quality Ham wt Profundis L* Medius L* Belly wt 0.61 -0.07 0.00 Length 0.33 -0.11 -0.13 Width 0.35 0.13 0.22 Thickness 0.35 -0.05 -0.01 Flop score 0.29 -0.09 -0.06 Bold indicates P < 0.05 As hams became heavier, bellies became longer, wider, thicker, and firmer
  • 21. Ham wt & Thickness(r = 0.35) 10 15 20 25 30 35 40 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 Ham wt & Flop (r = 0.29) 10 15 20 25 30 35 40 0.0 1.0 2.0 3.0 4.0 5.0 6.0 Ham and Belly Hamwt Belly thickness Hamwt Belly flop
  • 22. Correlations (r) of Belly Quality with Loin Quality Belly wt Length Width Thickness Flop Score Loin wt 0.31 0.20 0.25 0.06 -0.04 pH, 30 min -0.05 -0.12 0.11 -0.04 -0.06 pH, 24 h 0.08 0.23 -0.17 0.06 0.11 Color, 1d 0.27 0.29 -0.05 0.22 0.27 Marbling, 1d 0.35 0.31 0.08 0.33 0.43 Firmness, 1d 0.25 0.11 0.09 0.22 0.10 Purge loss, 20d -0.29 -0.30 0.09 -0.31 -0.31 Cook loss, 20d -0.33 -0.20 -0.03 -0.31 -0.26 SSF, 20d -0.36 -0.26 -0.04 -0.42 -0.43 Bold indicates P < 0.05
  • 23. Summary • For pigs raised during the cold season: – Cut did not affect carcass characteristics – No interactions with cut and genetics for carcass characteristics – Primal weights were positively correlated with each other – Ham and loin color were only moderately related – As hams became heavier bellies became thicker and firmer