SlideShare una empresa de Scribd logo
1 de 26
Descargar para leer sin conexión
11
www.norsvin.com
The use of Computerized
Tomography in pig breeding


Jørgen Kongsro
Norsvin

                             2
Purpose

To give an
overview to
the use of
Computerized
Tomography
(CT) in pig
breeding




               3
Computed Tomography




EAAP 2011   The use of Computerized Tomography in pig breeding   4
Pixels
                                         Texture
Voxels




        512


                            z     z = Slice thickness

               512
EAAP 2011     The use of Computerized Tomography in pig breeding   5
Computed Tomography




                                              HU = 0; gray value = 1024




EAAP 2011   The use of Computerized Tomography in pig breeding            6
Norsvin Delta test station



                                                       Boar test station

                                                       3.500 boars tested annually
                                                       (1800 landrace and 1700 duroc)


                                                       Boars are recruited from
                                                          nucleus farms across
                                                          Norway

                                                       - CT
                                                       - FIRE (feed and weight)
                                                       - Exterior evaluation



 EAAP 2011   The use of Computerized Tomography in pig breeding                     7
Norsvin Delta test station
  The CT unit
1000-1100 images
per animal

10 min handling and
scanning per animal

25 min image
analysis time per
animal

24 animals a day

72 animals a week

3.500 animals a year




     EAAP 2011      The use of Computerized Tomography in pig breeding   8
Norsvin Delta test station
The CT scanner

 GE Healthcare Lightspeed
 VCT Select 32

 Multi-slice
 32 slices per rotation
 (upgradable to 64)

 100 kW, 800 mA X-ray tube

 0.4 s rotation time
 0.625 mm slice thickness
 190 cm scan length




 EAAP 2011    The use of Computerized Tomography in pig breeding   9
Norsvin Delta test station
The CT software

MATLAB
  Image processing
  toolbox
  Automating




OSIRIX
  Graphic workstations
  DICOM reader/writer
  Navigation
  Visualization




  EAAP 2011   The use of Computerized Tomography in pig breeding   10
EAAP 2011   The use of Computerized Tomography in pig breeding   11
EAAP 2011   The use of Computerized Tomography in pig breeding   12
Phenotyping



                                               Diagnostic imaging



    Body composition
     Carcass quality



               Meat quality


EAAP 2011    The use of Computerized Tomography in pig breeding     13
Body composition
Carcass quality

  Lean meat          Fat       Bone
                                                                      www.eupigclass.net
 Saleable meat yield           Rest

 Ham     Belly    Loin     Shoulder



For body composition, it works!
A matter of reference method; what is the gold
standard
Biological vs. commercial dissection

 EAAP 2011       The use of Computerized Tomography in pig breeding                  14
Meat quality




     Marbling            Fatty acid composition
       IMF                         FA




 EAAP 2011      The use of Computerized Tomography in pig breeding   15
Intramuscular fat




EAAP 2011   The use of Computerized Tomography in pig breeding   16
Fatty acid composition
                                     (MUFA / PUFA)




EAAP 2011   The use of Computerized Tomography in pig breeding   17
Scapula morphology




        Duroc                                         Landrace



 EAAP 2011   The use of Computerized Tomography in pig breeding   18
Scapula morphology




             Duroc                                        Landrace



 EAAP 2011     The use of Computerized Tomography in pig breeding    19
Nasalis larvatus            –        –        –               –        –        –               0.0037   0.0003   0.0030–0.0043   0.60   0.0029
                                Pan paniscus                0.0075   0.0015   0.0048–0.0100   –        –        –               0.0050   0.0006   0.0038–0.0060   0.14   0.0024
                                Pan troglodytes             0.0076   0.0007   0.0059–0.0085   0.0081   0.0006   0.0067–0.0093   0.0072   0.0003   0.0065–0.0077   0.08   0.0018



Scapula morphology
                                Papio anubis                –        –        –               0.0023   0.0002   0.0017–0.0026   0.0034   0.0004   0.0022–0.0039   0.68   –
                                Pongo pygmaeus              –        –        –               0.0076   0.0010   0.0055–0.0091   0.0071   0.0005   0.0059–0.0079   0.12   0.0024
                                Presbytis cristatus         0.0036   0.0004   0.0025–0.0040   0.0028   0.0004   0.0015–0.0032   0.0035   0.0003   0.0029–0.0040   0.69   0.0031
                                Saimiri sciureus            –        –        –               0.0039   0.0004   0.0029–0.0045   0.0033   0.0003   0.0025–0.0036   0.87   0.0036
                                Symphalangus syndactylus    –        –        –               –        –        –               0.0060   0.0003   0.0052–0.0065   0.00   0.0020




                                Fig. 2 Three-dimensional scatterplots
                                of Procrustes-aligned landmark data for
                                adult Macaca fasicularis (left, blue) and
                                Pan troglodytes (right, red). Macaques
                                exhibit significantly less shape variance
                                at this ontogenetic stage (V = 0.0034)
                                and earlier stages as compared with
                                chimpanzees (V = 0.0072) (t = 6.221,
                                P = 0.000).



                             For this reason, the former group was combined and                           Cercopithecus) or with juveniles of non-quadrupeds
                             designated ‘non-quadrupedal’ and the latter group                            (e.g. Hylobates, Pan troglodytes and Pongo), but these
Young 2006. “Function, ontogeny and canalization of shape variance in the
                             was combined and designated ‘quadrupedal’.                                   were still small relative to observed shape variance.
     primate scapula.” Journal of anatomy 209(5):623-36.
                               Standard errors for shape variance were compara-                           In all species, the landmarks that appeared to be the
                             ble across species. The highest standard errors were                         most variable in location were numbers 2–5, which are
                             associated with small sample sizes in infants (e.g.                          associated with the shape of the scapular blade (Fig. 2).

        EAAP 2011                The use of Computerized Tomography in pig breeding
                                © 2006 The Author                                                                                                                            20
                                Journal compilation © 2006 Anatomical Society of Great Britain and Ireland
Osteochondrosis




Olstad et al. 2008. “Micro-computed tomography of early lesions of
      osteochondrosis in the tarsus of foals.” Bone 43(3):574–583.


        EAAP 2011               The use of Computerized Tomography in pig breeding   21
Osteochondrosis - quantitative




Empel & Sehested 1986. “Qualitative, Semiquantitative and Quantitative
     Diagnosis of Osteochondrosis in Pigs by Computed Tomography (CT).”
     Acta Agriculturae Scandinavica 36(2):186-194.

       EAAP 2011             The use of Computerized Tomography in pig breeding   22
Requirements to apply CT in
animal selection programs
   Handling

   Isolated units

       Biosecurity

   Large-scale breeding program to serve

   Image analysis system for CT

                                                                  Horn (1995)


 EAAP 2011   The use of Computerized Tomography in pig breeding          23
Conclusion

•  Body composition
Harmonization of the use of CT in
commercial dissection
Prediction / estimation of cuts,
saleable meat yield

•   Meat quality
Prediction of IMF and fatty acid
composition

•  Diagnostic imaging
Lameness
Internal organs
Hernia
Conformation and shape
Exterior traits

                                    24
Conclusion

What benefits do CT give to a pig breeding
company like Norsvin?

Before CT, there was half-sib test...

Genetic improvement:
-> Carcass traits sampled from live animals
-> Higher reliability
-> Increased test capacity
-> Multiple registrations backward in time



                                              25
1
www.norsvin.com

Más contenido relacionado

Destacado

Meat & meat cookery
Meat & meat cookeryMeat & meat cookery
Meat & meat cookery
Bean Malicse
 
Meat & Poultry PowerPoint
Meat & Poultry PowerPointMeat & Poultry PowerPoint
Meat & Poultry PowerPoint
emurfield
 
ORGANIC POULTRY FARMING
ORGANIC POULTRY FARMINGORGANIC POULTRY FARMING
ORGANIC POULTRY FARMING
drsreenathds
 

Destacado (16)

Applications of computed tomography in the meat sector
Applications of computed tomography in the meat sectorApplications of computed tomography in the meat sector
Applications of computed tomography in the meat sector
 
The Nutritive Value of Meat and Poultry
The Nutritive Value of Meat and PoultryThe Nutritive Value of Meat and Poultry
The Nutritive Value of Meat and Poultry
 
Backyard Poultry Production In Kerala
Backyard Poultry Production In KeralaBackyard Poultry Production In Kerala
Backyard Poultry Production In Kerala
 
Village Chicken Production manual (preview)
Village Chicken Production manual (preview)Village Chicken Production manual (preview)
Village Chicken Production manual (preview)
 
Poultry Farming
Poultry FarmingPoultry Farming
Poultry Farming
 
Poultry
PoultryPoultry
Poultry
 
Booklet poultry rearing- পোল্ট্রি পালন
Booklet poultry rearing- পোল্ট্রি পালনBooklet poultry rearing- পোল্ট্রি পালন
Booklet poultry rearing- পোল্ট্রি পালন
 
Nutritional qualities of various poultry meat
Nutritional qualities of various poultry meatNutritional qualities of various poultry meat
Nutritional qualities of various poultry meat
 
Poultry
PoultryPoultry
Poultry
 
Meat & meat cookery
Meat & meat cookeryMeat & meat cookery
Meat & meat cookery
 
Poultry copy
Poultry   copyPoultry   copy
Poultry copy
 
Different Cuts of Poultry
Different Cuts of PoultryDifferent Cuts of Poultry
Different Cuts of Poultry
 
Meat & Poultry PowerPoint
Meat & Poultry PowerPointMeat & Poultry PowerPoint
Meat & Poultry PowerPoint
 
ORGANIC POULTRY FARMING
ORGANIC POULTRY FARMINGORGANIC POULTRY FARMING
ORGANIC POULTRY FARMING
 
Design of poultry houses
Design of poultry housesDesign of poultry houses
Design of poultry houses
 
Learning Module Cookery Grade 10
Learning Module Cookery Grade 10Learning Module Cookery Grade 10
Learning Module Cookery Grade 10
 

Similar a The use of Computerized Tomography in pig breeding

Tej alvadás elmélet
Tej alvadás elméletTej alvadás elmélet
Tej alvadás elmélet
Paul Agoston
 
Principles and application of PET CT & PET MR
Principles and application of PET CT & PET MRPrinciples and application of PET CT & PET MR
Principles and application of PET CT & PET MR
charusmita chaudhary
 
TriStar Presentation 2011
TriStar Presentation 2011TriStar Presentation 2011
TriStar Presentation 2011
thnkstudios
 
Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...
Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...
Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...
IOSR Journals
 
Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...
Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...
Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...
InsideScientific
 

Similar a The use of Computerized Tomography in pig breeding (20)

Aoife Delaney
Aoife DelaneyAoife Delaney
Aoife Delaney
 
Sequencing and functional genomics Unit_Biomedical Research Center of Aragon_...
Sequencing and functional genomics Unit_Biomedical Research Center of Aragon_...Sequencing and functional genomics Unit_Biomedical Research Center of Aragon_...
Sequencing and functional genomics Unit_Biomedical Research Center of Aragon_...
 
Tour prime ok
Tour prime okTour prime ok
Tour prime ok
 
Tej alvadás elmélet
Tej alvadás elméletTej alvadás elmélet
Tej alvadás elmélet
 
Principles and application of PET CT & PET MR
Principles and application of PET CT & PET MRPrinciples and application of PET CT & PET MR
Principles and application of PET CT & PET MR
 
063 plaque characterization with oct
063 plaque characterization with oct063 plaque characterization with oct
063 plaque characterization with oct
 
Vp lightlab kolstad (industry)
Vp lightlab kolstad (industry)Vp lightlab kolstad (industry)
Vp lightlab kolstad (industry)
 
063 plaque characterization with oct
063 plaque characterization with oct063 plaque characterization with oct
063 plaque characterization with oct
 
TriStar Presentation 2011
TriStar Presentation 2011TriStar Presentation 2011
TriStar Presentation 2011
 
Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...
Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...
Polymerase Chain Reaction (PCR)-Based Sex Determination Using Unembalmed Huma...
 
Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...
Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...
Casting a Wider Net in Zebrafish Screening with Automated Microscopy and Imag...
 
Plaque characterization with oct
Plaque characterization with octPlaque characterization with oct
Plaque characterization with oct
 
Population Based Cervical Cancer Screening Programme in Turkey
Population Based Cervical Cancer Screening Programme in TurkeyPopulation Based Cervical Cancer Screening Programme in Turkey
Population Based Cervical Cancer Screening Programme in Turkey
 
Mouse Genomes Project Summary June 2010
Mouse Genomes Project Summary June 2010Mouse Genomes Project Summary June 2010
Mouse Genomes Project Summary June 2010
 
Nuclear imaging in dentistry
Nuclear imaging in dentistryNuclear imaging in dentistry
Nuclear imaging in dentistry
 
Products oncology web
Products oncology webProducts oncology web
Products oncology web
 
Korte-PachymetryACT13
Korte-PachymetryACT13Korte-PachymetryACT13
Korte-PachymetryACT13
 
Genetic gain on body composition in pigs by Computed Tomography (CT). Return ...
Genetic gain on body composition in pigs by Computed Tomography (CT). Return ...Genetic gain on body composition in pigs by Computed Tomography (CT). Return ...
Genetic gain on body composition in pigs by Computed Tomography (CT). Return ...
 
Hybrid bat-ant colony optimization algorithm for rule-based feature selection...
Hybrid bat-ant colony optimization algorithm for rule-based feature selection...Hybrid bat-ant colony optimization algorithm for rule-based feature selection...
Hybrid bat-ant colony optimization algorithm for rule-based feature selection...
 
Biometric characterization of local chicken “Gallus gallus domesticus” accord...
Biometric characterization of local chicken “Gallus gallus domesticus” accord...Biometric characterization of local chicken “Gallus gallus domesticus” accord...
Biometric characterization of local chicken “Gallus gallus domesticus” accord...
 

The use of Computerized Tomography in pig breeding

  • 2. The use of Computerized Tomography in pig breeding Jørgen Kongsro Norsvin 2
  • 3. Purpose To give an overview to the use of Computerized Tomography (CT) in pig breeding 3
  • 4. Computed Tomography EAAP 2011 The use of Computerized Tomography in pig breeding 4
  • 5. Pixels Texture Voxels 512 z z = Slice thickness 512 EAAP 2011 The use of Computerized Tomography in pig breeding 5
  • 6. Computed Tomography HU = 0; gray value = 1024 EAAP 2011 The use of Computerized Tomography in pig breeding 6
  • 7. Norsvin Delta test station Boar test station 3.500 boars tested annually (1800 landrace and 1700 duroc) Boars are recruited from nucleus farms across Norway - CT - FIRE (feed and weight) - Exterior evaluation EAAP 2011 The use of Computerized Tomography in pig breeding 7
  • 8. Norsvin Delta test station The CT unit 1000-1100 images per animal 10 min handling and scanning per animal 25 min image analysis time per animal 24 animals a day 72 animals a week 3.500 animals a year EAAP 2011 The use of Computerized Tomography in pig breeding 8
  • 9. Norsvin Delta test station The CT scanner GE Healthcare Lightspeed VCT Select 32 Multi-slice 32 slices per rotation (upgradable to 64) 100 kW, 800 mA X-ray tube 0.4 s rotation time 0.625 mm slice thickness 190 cm scan length EAAP 2011 The use of Computerized Tomography in pig breeding 9
  • 10. Norsvin Delta test station The CT software MATLAB Image processing toolbox Automating OSIRIX Graphic workstations DICOM reader/writer Navigation Visualization EAAP 2011 The use of Computerized Tomography in pig breeding 10
  • 11. EAAP 2011 The use of Computerized Tomography in pig breeding 11
  • 12. EAAP 2011 The use of Computerized Tomography in pig breeding 12
  • 13. Phenotyping Diagnostic imaging Body composition Carcass quality Meat quality EAAP 2011 The use of Computerized Tomography in pig breeding 13
  • 14. Body composition Carcass quality Lean meat Fat Bone www.eupigclass.net Saleable meat yield Rest Ham Belly Loin Shoulder For body composition, it works! A matter of reference method; what is the gold standard Biological vs. commercial dissection EAAP 2011 The use of Computerized Tomography in pig breeding 14
  • 15. Meat quality Marbling Fatty acid composition IMF FA EAAP 2011 The use of Computerized Tomography in pig breeding 15
  • 16. Intramuscular fat EAAP 2011 The use of Computerized Tomography in pig breeding 16
  • 17. Fatty acid composition (MUFA / PUFA) EAAP 2011 The use of Computerized Tomography in pig breeding 17
  • 18. Scapula morphology Duroc Landrace EAAP 2011 The use of Computerized Tomography in pig breeding 18
  • 19. Scapula morphology Duroc Landrace EAAP 2011 The use of Computerized Tomography in pig breeding 19
  • 20. Nasalis larvatus – – – – – – 0.0037 0.0003 0.0030–0.0043 0.60 0.0029 Pan paniscus 0.0075 0.0015 0.0048–0.0100 – – – 0.0050 0.0006 0.0038–0.0060 0.14 0.0024 Pan troglodytes 0.0076 0.0007 0.0059–0.0085 0.0081 0.0006 0.0067–0.0093 0.0072 0.0003 0.0065–0.0077 0.08 0.0018 Scapula morphology Papio anubis – – – 0.0023 0.0002 0.0017–0.0026 0.0034 0.0004 0.0022–0.0039 0.68 – Pongo pygmaeus – – – 0.0076 0.0010 0.0055–0.0091 0.0071 0.0005 0.0059–0.0079 0.12 0.0024 Presbytis cristatus 0.0036 0.0004 0.0025–0.0040 0.0028 0.0004 0.0015–0.0032 0.0035 0.0003 0.0029–0.0040 0.69 0.0031 Saimiri sciureus – – – 0.0039 0.0004 0.0029–0.0045 0.0033 0.0003 0.0025–0.0036 0.87 0.0036 Symphalangus syndactylus – – – – – – 0.0060 0.0003 0.0052–0.0065 0.00 0.0020 Fig. 2 Three-dimensional scatterplots of Procrustes-aligned landmark data for adult Macaca fasicularis (left, blue) and Pan troglodytes (right, red). Macaques exhibit significantly less shape variance at this ontogenetic stage (V = 0.0034) and earlier stages as compared with chimpanzees (V = 0.0072) (t = 6.221, P = 0.000). For this reason, the former group was combined and Cercopithecus) or with juveniles of non-quadrupeds designated ‘non-quadrupedal’ and the latter group (e.g. Hylobates, Pan troglodytes and Pongo), but these Young 2006. “Function, ontogeny and canalization of shape variance in the was combined and designated ‘quadrupedal’. were still small relative to observed shape variance. primate scapula.” Journal of anatomy 209(5):623-36. Standard errors for shape variance were compara- In all species, the landmarks that appeared to be the ble across species. The highest standard errors were most variable in location were numbers 2–5, which are associated with small sample sizes in infants (e.g. associated with the shape of the scapular blade (Fig. 2). EAAP 2011 The use of Computerized Tomography in pig breeding © 2006 The Author 20 Journal compilation © 2006 Anatomical Society of Great Britain and Ireland
  • 21. Osteochondrosis Olstad et al. 2008. “Micro-computed tomography of early lesions of osteochondrosis in the tarsus of foals.” Bone 43(3):574–583. EAAP 2011 The use of Computerized Tomography in pig breeding 21
  • 22. Osteochondrosis - quantitative Empel & Sehested 1986. “Qualitative, Semiquantitative and Quantitative Diagnosis of Osteochondrosis in Pigs by Computed Tomography (CT).” Acta Agriculturae Scandinavica 36(2):186-194. EAAP 2011 The use of Computerized Tomography in pig breeding 22
  • 23. Requirements to apply CT in animal selection programs  Handling  Isolated units  Biosecurity  Large-scale breeding program to serve  Image analysis system for CT Horn (1995) EAAP 2011 The use of Computerized Tomography in pig breeding 23
  • 24. Conclusion • Body composition Harmonization of the use of CT in commercial dissection Prediction / estimation of cuts, saleable meat yield • Meat quality Prediction of IMF and fatty acid composition • Diagnostic imaging Lameness Internal organs Hernia Conformation and shape Exterior traits 24
  • 25. Conclusion What benefits do CT give to a pig breeding company like Norsvin? Before CT, there was half-sib test... Genetic improvement: -> Carcass traits sampled from live animals -> Higher reliability -> Increased test capacity -> Multiple registrations backward in time 25