Association of Insulin-like growth factor binding protein 2 genotypes with growth, carcass and meat quality traits in pigs

Background This study was conducted to investigate the potential association of variation in the insulin-like growth factor binding protein 2 (IGFBP2) gene with growth, carcass and meat quality traits in pigs. IGFBP2 is a member of the insulin-like growth factor binding protein family that is involved in regulating growth, and it maps to a region of pig chromosome 15 containing significant quantitative trait loci that affect economically important trait phenotypes. Results An IGFBP2 polymorphism was identified in the Michigan State University (MSU) Duroc × Pietrain F2 resource population (n = 408), and pigs were genotyped by MspI PCR-RFLP. Subsequently, a Duroc pig population from the National Swine Registry, USA, (n = 326) was genotyped using an Illumina Golden Gate assay. The IGFBP2 genotypic frequencies among the MSU resource population pigs were 3.43, 47.06 and 49.51 % for the AA, AB and BB genotypes, respectively. The genotypic frequencies for the Duroc pigs were 9.82, 47.85, and 42.33 % for the AA, AB and BB genotypes, respectively. Genotype effects (P < 0.05) were found in the MSU resource population for backfat thickness at 10th rib and last rib as determined by ultrasound at 10, 13, 16 and 19 weeks of age, ADG from 10 to 22 weeks of age, and age to reach 105 kg. A genotype effect (P < 0.05) was also found for off test Longissimus muscle area in the Duroc population. Significant effects of IGFBP2 genotype (P < 0.05) were found for drip loss, 24 h postmortem pH, pH decline from 45 min to 24 h postmortem, subjective color score, CIE L* and b*, Warner-Bratzler shear force, and sensory panel scores for juiciness, tenderness, connective tissue and overall tenderness in MSU resource population pigs. Genotype effects (P < 0.05) were found for 45-min pH, CIE L* and color score in the Duroc population. Conclusions Results of this study revealed associations of the IGFBP2 genotypes with growth, carcass and meat quality traits in pigs. The results indicate IGFBP2 as a potential candidate gene for growth rate, backfat thickness, loin muscle area and some pork quality traits.


Background
For a long time, pig breeding programs have focused mainly on reducing the costs. Selection has been aimed at increasing litter size and weight gain, decreasing backfat thickness and improving feed conversion. Now, breeding goals have begun to change and are directed much more toward retail carcass yield and meat quality because of the high economic value of these traits. Genetic improvement for valuable cuts of appropriate quality requires estimates of genetic parameters [1]. The consumption of pork has also changed from quantity to quality with the living standard of city and country residents heightened, resulting in high quality pork becoming one of the main objectives that breeders and producers pursue in breeding.
Many fattening pigs are produced through terminal crossing systems, and the Duroc or Pietrain breeds are commonly used as terminal sires. In general, pigs of the Duroc breed have been found to grow faster, but also to have more backfat than other breeds [2]. The Pietrain breed has also been used for terminal sires, and they have been shown to be leaner with a slower rate of fatty tissue deposition when compared to other breeds [3]. Molecular genetics is a popular tool used in applied science as additional information to selection, yielding more accuracy and faster genetic response to selection [4]. The development of a selection criterion for swine that can be measured early in life and can accurately predict future growth would aid in selection by allowing producers to decrease production cost and time.
The insulin-like growth factor binding protein 2 (IGFBP2) is a member of the IGFBP family. Previous studies reported the association of the IGFBP2 gene with some carcass and body composition traits in farm animals [5][6][7]. Several significant QTL have been identified on Sus scrofa chromosome 15 (SSC15) in the region where IGBFP2 is located with effects on meat quality traits [8,9]. Moreover, Edwards et al. [10] also found significant QTL affecting meat color and tenderness on SSC15 in the MSU Duroc × Pietrain F 2 resource population. In addition, Wang et al. [7] reported the association of an IGFBP2 polymorphism defined using the PCR-SSCP technique, with production performance in a Lantang × Landrace pig population, and they found that different IGFBP2 haplotypes were associated with meat color and marbling. For growth traits, a previous study found a significant QTL on SSC15 with effect on average daily gain from birth to 70 days in a crossbred wild boar × Large White pig population [11]. However, research on the association of IGFBP2 polymorphisms with carcass and meat quality traits in pigs is limited. Consequently, IGFBP2 has been selected as a candidate gene for further study on its potential effects.

Experimental populations and management MSU Duroc × Pietrain resource population
The Michigan State University (MSU) Duroc × Pietrain resource population was used in this study. This population was established by crossing 4 Duroc sires with 15 Pietrain dams (F 0 ), and 6 F 1 sires and 50 F 1 dams were retained to propagate the F 2 generation. The F 1 pigs were intercrossed and 408 F 2 pigs were used in this study. Pigs were weaned at 16 to 25 days of age and then sorted into nursery pens by sex and weight. At 10 weeks of age, F 2 pigs were placed into finishing pens. All F 2 pigs had ad libitum access to feed and water, and commercial corn-soybean-based diets that met or exceeded all NRC requirements [12]. Further details of the population and animal management are found in Edwards et al. [13].

Commercial Duroc population
A purebred Duroc population including pigs from three herds obtained from the National Swine Registry (NSR; http://www.nationalswine.com) in the United States was used to further investigate the effect of the IGFBP2 polymorphism on growth and meat quality traits. Three sire families were sampled per herd with approximately 40 pigs per sire family. Sires were chosen to represent a cross-section of the Duroc sire families within the USA. In each herd, pigs were removed from growth test as they approached 113 kg, weighed and had 10 th rib backfat thickness and loin muscle area estimated using B-mode ultrasound. Further details on the population can be found in Choi et al. [14].

Phenotypic measurements MSU Duroc × Pietrain F 2 resource population
Phenotypic data for 25 growth traits for 408 F 2 pigs from the MSU resource population was used for this study. Body weight was measured at birth, weaning, 6, 10, 13, 16, 19 and 22 weeks of age, and average daily gain from 10 to 22 weeks of age (ADG) and days to 105 kg were calculated. B-mode ultrasound (Pie Medical 200SLC, Classic Medical Supply, Inc., Tequesta, FL, USA.) estimates of 10 th backfat thickness (BF10), last rib backfat thickness (LRF), and Longissimus muscle area (LMA) were recorded at 10, 13, 16, 19 and 22 weeks of age. Collection of phenotypic data was previously described in Edwards et al. [13].
When pigs reached market weight (113.03 ± 8.69 kg), they were transported to one of 2 abattoirs, either the Michigan State University Meat Laboratory (East Lansing, MI) or a small federally inspected plant in western Michigan (DeVries Meats, Coopersville, MI). All pigs were fasted overnight but had ad libitum access to water. Postmortem carcass traits recorded included hot carcass weight, Longissimus muscle (LM) pH and temperature at 45 min (45-min pH and 45-min temp), LM pH and temperature at 24 h (24-h pH and 24-h temp), dressing percent, pH decline from 45 min to 24 h postmortem (pH decline), first rib backfat thickness, last rib backfat thickness, 10 th rib backfat thickness, last lumbar vertebra backfat thickness, number of ribs, carcass length, Longissimus muscle area at the 10 th rib (LMA) and primal cut weights (ham, trimmed loin, picnic shoulder, Boston shoulder, belly and spareribs). Meat quality measurements included subjective color score, firmness score, marbling score, objective color values of CIE L* (lightness), a* (redness) and b* (yellowness) measured using a Minolta CR-310 colorimeter (Ramsey, NJ), drip loss, Warner-Bratzler shear force (WBS) and sensory panel evaluation (juiciness, muscle fiber and overall tenderness, connective tissue, and off-flavor). Further details of phenotypic data collection are found in Edwards et al. [10].

Commercial Duroc population
Three growth traits were recorded for pigs from the Duroc population including 10 th rib backfat thickness and Longissimus muscle area adjusted to 113 kg live weight, and days of age to reach 113 kg. Adjustments were calculated based on the NSIF guidelines [15].
Soon after growth test completion, pigs were harvested through a commercial packing plant where meat quality traits were recorded. The meat quality traits were 45-min pH, 24-h pH, pH decline, objective color (CIE L*), subjective color score and marbling score. Further details of phenotypic data collection are found in Choi et al. [14].
Genotypic data collection MSU Duroc × Pietrain F 2 resource population

PCR-RFLP assays
Genomic DNA was isolated from venous blood collected in EDTA. The PCR was carried out with 10 ng of genomic DNA. Primers (forward 5′-GGTCTGATTGGAG GG GT GT-3′; reverse 5′-AGCCAAGGAGAAATGTG AA GG-3′) were designed to amplify a 245 bp fragment of intron 2 of the porcine IGFBP2 gene. Identity of this fragment was confirmed by DNA sequencing (ABI PRISM® 3100 Genetic Analyzer, Applied Biosystems, Foster City, CA, USA), and sequence of the sequence tagged site (STS) was submitted to the NCBI database (GenBank Accession No. BV727778).
The IGFBP2 PCR products were digested using MspI restriction endonuclease at 37°C overnight. The restriction digests were electrophoresed for 1.5 h at 95 V on a 2.0 % agarose gel with ethidium bromide in 1X TBE buffer. Individual PCR-RFLP fragment sizes were determined by visualizing the band pattern under ultraviolet light. Three genotypes were detected and defined as AA, AB, and BB. The MspI-digested PCR products had fragment sizes of 245 bp for the AA genotype (non MspI recognition site), 190 and 55 bp for the BB genotype, and a combination of 245, 190 and 55 bp for the AB genotype ( Fig. 1).

Commercial Duroc population
Genomic DNA was isolated from muscle tissue collected at harvest using a PureLink Genomic DNA kit (Invitrogen, Carlsbad, CA, USA). The IGFBP2 marker identified by PCR-RFLP was included in an Illumina Goldengate 96 plex SNP multiplex custom assay panel [14], and genotyping of IGFBP2 for pigs from the Duroc population was performed at the MSU Research Technology Support Facility. Genotype segregation to identify pigs as AA, AB or BB was determined using the Illumina Genome Studio software.

Allele and genotype frequency, and genetic linkage analyses
Allele and genotype frequencies for the IGFBP2 polymorphism were estimated by the FREQ procedure of SAS (SAS 9.0, SAS Institute, Cary, NC, USA), and Hardy-Weinberg equilibrium (HWE) was tested by χ 2 . Genetic linkage analysis of the MSU Duroc × Pietrain resource population was performed using CRIMAP software version 2.4 [16].

Statistical analysis
The datasets were analyzed by the MIXED procedure of SAS (SAS 9.0, SAS Institute, Cary, NC, USA). The genotype effect within each model was tested with an F-test. If the F-test was significant, t-tests were used to determine significance between estimates of least square means (LSMeans) for the three different genotypes. Significant differences between least squares means of the different genotypes were calculated using a LSMEANS contrast procedure in SAS as follows; The significance was determined as P < 0.05.

Growth traits
The statistical analysis model for the MSU Duroc × Pietrain F 2 resource population included fixed effects of genotype, sex and parity, and random effects of farrowing group, litter and finishing pen nested within farrowing group, as well as covariates appropriate to each trait. The statistical analysis model for the Duroc pig population included genotype, sex and herd as fixed effects and litter as a random effect.

Carcass and meat quality traits
The statistical analysis model for the MSU Duroc × Pietrain F 2 resource population included fixed effects of genotype, sex and slaughter date, random effects of farrowing group and slaughter date nested within farrowing group, and the covariates appropriate to each trait. The statistical analysis model for the Duroc pig population included fixed effects of genotype, sex and slaughter date nested within herd and litter as a random effect.

PCR-RFLP analysis and nucleotide sequence validation
The amplification product of the IGFBP2 intron 2 region was 245 bp in length. Sequencing of this amplicon from multiple individuals showed a C/T single nucleotide polymorphism (SNP). The PCR-RFLP method was developed successfully for SNP genotyping using the restriction endonuclease MspI. Three genotypes were detected and defined as AA, AB, and BB ( Fig. 1). Observed fragment patterns were: 245 bp for the AA genotype; 245, 190 and 55 bp for the AB genotype; and 190 and 55 bp for the BB genotype ( Fig. 1). DNA sequencing of samples representing each of the three genotypes confirmed the presence of the MspI recognition site (CCGG; Fig. 2). For the AA genotype, nucleotide sequence at the MspI recognition site was CTGG instead of CCGG. Thus, the RFLP fragment pattern on agarose gels showed only uncut fragments for the A allele. Nucleotide sequence for animals with the BB genotype revealed an intact recognition site for MspI (CCGG), and the RFLP pattern on agarose gels showed only the cut fragment pattern. Sequence for animals with the AB genotype indicated the presence of both the C and T nucleotides, and the resulting RFLP pattern on agarose gels showed both uncut and cut fragments. The IGFBP2 SNP was submitted to the NCBI dbSNP database (ID# ss86353533).

Allele and genotype frequency, and genetic linkage analyses
The genotypic and allelic frequencies of IGFBP2 are shown in Table 1 and were in Hardy-Weinberg equilibrium (χ 2 = 0.20 and 1.60; P = 0.90 and 0.45 for the MSU Duroc × Pietrain F 2 resource population and the Duroc pig population, respectively). Genetic linkage analysis using the CRIMAP software version 2.4 [16] estimated the IGFBP2 map position in the MSU Duroc × Pietrain resource population to be 78.0 cM on pig chromosome 15 (SSC15).

Association of IGFBP2 with growth traits
Least squares means by IGFBP2 genotype for the growth traits measured in the MSU resource population and the Duroc population are shown in Table 2. Genotype effects (P < 0.05) were found for BF10 and LRF at 10, 13, 16 and 19 weeks of age as determined by ultrasound, Fig. 1 Agarose gel showing the PCR-RFLP pattern for the IGFBP2 gene amplicons following digestion with MspI. Lane 1, 100 bp molecular weight standards; Lane 2, AA genotype; Lanes 3-5 BB genotype; Lane 6, AB genotype and ADG from 10 to 22 weeks of age, as well as days to 105 kg for the MSU resource population. For the Duroc pig population, genotype was associated with LMA adjusted to 113 kg (P < 0.05).
As shown in Table 3, the IGFBP2 alleles exhibited additive effects (P < 0.05) for ADG and days to 105 kg, whereas a dominance effect (P < 0.05) was found for BF10 at 13 weeks of age in the MSU resource population. For the Duroc pig population, a significant dominance effect was observed for LMA.

Association of IGFBP2 genotypes with carcass traits
LSMeans by IGFBP2 genotypes for carcass characteristics are presented in Table 4. No significant effect of IGFBP2 genotype was observed for any of the carcass traits (P > 0.05) in the MSU resource population.

Association of IGFBP2 genotypes with meat quality traits
LSMeans by IGFBP2 genotypes for meat quality traits are presented in Table 5. Genotype effects (P < 0.05) were found in MSU resource population pigs for drip loss, WBS, 24-h pH, pH decline, subjective color score, CIE L* and b* objective color values, and sensory panel juiciness, tenderness, connective tissue and overall tenderness. Moreover, genotype effects (P < 0.05) were found in the Duroc population for 45-min pH, CIE L* and color score.
As shown in Table 6, the IGFBP2 alleles exhibited additive effects in the MSU resource population for drip loss, sensory panel tenderness, WBS and sensory panel overall tenderness (P < 0.05), and 24-h pH and sensory panel connective tissue (P < 0.01).

Discussion
Genotyping of pig IGFBP2 using the MspI PCR-RFLP identified in this study allows clear identification of individuals into AA, AB or BB genotypes. Previous studies have reported polymorphisms at the pig IGFBP2 locus [5,7,17,18]. Wang et al. [7] identified three pig IGFBP2 polymorphisms. These researchers then conducted an association study with IGFBP2 haplotypes and several body composition and meat quality traits for a population of Lantang × Landrace pigs (n = 113).  The traits evaluated by Wang et al. [7] differed from those evaluated in the present study so it is not possible to directly compare results. In addition, the pig breeds and specific IGFBP2 polymorphisms evaluated between the two studies differed. Genetic linkage analysis using the CRIMAP software version 2.4 [16] estimated the IGFBP2 map position in the MSU resource population to be 78.0 cM on SSC15. Microsatellite markers linked to IGFBP2 in the MSU resource population were consistent with microsatellites found to be linked to IGFBP2 by other groups reporting either radiation hybrid mapping [7] or linkage mapping [17] of IGFBP2 to SSC15. The gene PRKAG3 (protein kinase, AMP-activated, gamma 3 non-catalytic subunit), which has been shown to be associated with pork quality traits including glycolytic potential, ultimate pH and color [19,20], is also located in this region of SSC15 [9]. However, it is unclear how closely linked IGFBP2 and PRKAG3 are because the two genes have not been located on a common map. It is not currently possible to confirm the physical map position for IGFBP2 in the pig genome reference sequence (Sus scrofa ver 10.2) because this gene is currently aligned to an unassembled contig (Ensembl Scaffold JH118558.1: 46,034-68,435), and thus it remains unmapped in the most recent genome assembly. Several significant QTL affecting meat  [7] found IGFBP2 haplotypes associated with meat color and marbling in a Lantang × Landrace pig population. Therefore, IGFBP2 maps to a chromosome region containing significant QTL that affect economically important traits and could be a potential candidate gene for further study.

Association of IGFBP2 gene with growth traits
Average daily gain (ADG) is one of the most economically important traits and it is used in pig selection indexes. This study found pigs in the MSU resource population with the AA genotype had the fastest weight gain when compared to pigs with the AB or BB genotype. The results were consistent with a report in beef cattle by Pagan [6] who considered IGFBP2 as a candidate gene and found an association of IGFBP2 with days on feed. Moreover, a favorable additive effect was detected for ADG (P < 0.05) such that the additive effect was approximately 26 g/day per copy of the A allele. Backfat deposition traits (BF10 and LRF), which are important for most pig producers and also pork consumers, were also found to be associated with IGFBP2 genotype in the MSU resource population when measured at 10, 13, 16 and 19 weeks of age. Pigs with the BB genotype had lower backfat thickness than pigs with the AB genotype. While Wang et al. [7] did not evaluate subcutaneous backfat thickness, they did find an association of IGFBP2 with leaf fat weight. In addition, Li et al. [5] reported that IGFBP2 in chicken was associated with multiple traits including abdominal fat. Thus, IGFBP2 might indirectly affect adipocyte differentiation by controlling IGFs in fat tissue [21]. The end weight goals were different for the MSU resource population and the Duroc population pigs. However, while IGFBP2 genotype was significantly associated with BF10 and LRF from 10 to 19 weeks of age for the MSU resource population pigs, at 22 weeks of age, BF10 and LRF were not significantly associated with IGFBP2 genotype. Similarly, off test BF10 was not associated with IGFBP2 genotype for the Duroc pig population although AB genotype pigs exhibited larger off test LMA than BB genotype pigs. Thus, differences between IGFBP2 genotype classes for backfat thickness at  younger ages may not be related with backfat thickness at market age. However, if IGFBP2 genotype associations are confirmed, this information could help pig producers through optimization of feeding and management practices.

Association of IGFBP2 genotypes with carcass traits
No significant associations were observed between IGFBP2 genotypes and carcass traits in the MSU Duroc × Pietrain resource population. In contrast, Wang et al. [7] observed that IGFBP2 haplotypes of Lantang × Landrace pigs were associated with fore-body weight, rear-body weight, bone weight of the rear-body, forelimb weight, rearlimb weight, leaf fat weight, stomach weight, number of ribs and body length. These investigators indicated that their experimental population was too small (n = 113) to verify their results. Many of the traits  Connective tissue −0.14 ± 0.05** 0.07 ± 0.06 Overall tenderness −0.16 ± 0.08* −0.05 ± 0.08 Significance was determined as P < 0.05 (*) and P < 0.01 (**), respectively, additive effects represent the effect of allele A evaluated in the present study differed from those evaluated by Wang et al. [7] and those traits that were in common were not confirmed by our study. In addition, the pig breeds and specific IGFBP2 polymorphisms evaluated between the two studies differed.

Association of IGFBP2 genotypes with meat quality traits
Pork quality is greatly affected by the ultimate pH of the meat reached during the first 24 h after exsanguination, as well as the rate of pH decline. This is due to the anaerobic metabolic decomposition of the glycogen reserves in the muscles that results in the production of lactic acid and a subsequent decline in pH. This process can lead to denaturation of muscle proteins if the decline in pH is too great or if the carcass temperature is too high at even moderately low pH levels, which in turn may result in meat with poor water holding capacity, and in extreme cases, pale, soft and exudative (PSE) meat [22]. Normally, the 24-h pH of muscle drops to between 5.5 and 5.8. If the pH declines very rapidly or very slowly, or if the ultimate pH is very high (above 6.1-6.2) or very low (<5.4), carcass quality characteristics, including water-holding capacity and color, will be significantly affected, potentially leading to PSE or dark, firm and dry (DFD) pork [23]. Therefore, 24-h pH along with drip loss and color are important indicators for optimizing meat quality. Results of this study indicated a significant effect of IGFBP2 genotype on initial LM pH (45-min pH) in the Duroc pig population such that the BB genotype pigs had an unfavorable 45min pH. However, 45-min pH was not significantly associated with IGFBP2 genotype in the MSU resource population. Furthermore, ultimate pH (24-h pH) and pH decline were significantly associated with IGFBP2 genotype in the MSU resource population. For this study, LM 24-h pH ranged from 5.46 to 5.86, which was consistent with previous studies (ranging from 5.34 to 5.80; [24][25][26]). The 24-h pH of BB genotype pigs in the MSU resource population (5.60 ± 0.01) was more favorable (P < 0.05) than 24-h pH for pigs with either the AA genotype (5.48 ± 0.03) or the AB genotype (5.51 ± 0.01). In addition, pH decline showed similar results in that pigs with the BB genotype had lower (P < 0.05) pH decline (0.77 ± 0.02) than those from pigs with the AB genotype (0.83 ± 0.02). Drip loss was also found to be associated with IGFBP2 genotypes. High drip loss conditions are caused by denaturation of myosin, whereas the fraction of myosin denatured increases with rapid pH decline and low 24-h pH [27]. Previous studies have shown that 24-h pH has a significant negative correlation with drip loss (range −0.49 to −0.62; [25,28,29]). Drip loss is the parameter that indicates the ability of pork to retain moisture (water-holding capacity; WHC) and is an essential quality parameter for both pork producers and consumers. For pork producers, low WHC (high drip loss) implies increased economic losses, and consequently, are interested in optimizing this parameter [30]. The WHC of fresh pork is also known to influence its technological quality, such as processing yield. For pork consumers, low WHC (high drip loss) has an unfavorable impact on the appearance of fresh meat cuts during retail and may influence the sensory quality of the pork [31,32]. Several factors have been shown to affect the WHC of pork; genotype, particularly the RN − gene (i.e., PRKAG3) [33], pre-slaughter stress and stunning method [34], as well as the cooling regime used on the carcass [30]. Results from the present study found pigs with the AB (1.79 ± 0.14 %) and BB (1.44 ± 0.14 %) genotypes to have more desirable (P < 0.05) drip loss than pigs with the AA (2.13 ± 0.31 %) genotype, consistent with the results for 24-h pH and pH decline, indicating that pigs with the BB genotype had more favorable phenotypes.
Consumer perceptions of fresh meat products are affected, at least in part, by color and firmness such that darker meat color and more firm products are more desirable. In addition, during the pork chain quality audit, packers reported a 10 % incidence of PSE pork and a 4 % incidence of DFD pork [35]. The association between PSE and DFD quality defects with their respective colors has led the industry to assign visual color scores to carcasses [36], and the use of instrumental color evaluation [37] is of significant interest to the industry because of its speed, consistency of measures, and potential for use as the basis for sorting. Therefore, color is an important economic trait for pork. Various studies have shown an effect of pH on color. Martin et al. [38] evaluated 3,114 pigs from three commercial plants and found 24-h pH explained 40 to 53 % of the variation in fresh pork color. Dransfield et al. [39] evaluated objective color on a population with a wide range of 24-h pH (5.6 to 6.9) and found that 24-h pH explained 53 % of the variation in CIE L* values. DeVol et al. [40] found significant correlations between loin pH and subjective color (r = 0.62). Bidner et al. [41] also reported that loin 24-h pH was significantly correlated with CIE L*, a* and b* objective color values (r = −0.68, −0.23 and −0.47, respectively). Results of the present study indicated that in the MSU Duroc × Pietrain F 2 resource population, pigs with the BB genotype had favorable (P < 0.05) subjective color scores (3.28 ± 0.06), and objective color values for CIE L* (53.37 ± 0.17) and b* (9.09 ± 0.06). In contrast, for the Duroc pig population, pigs with BB genotype had unfavorable 45-min pH (6.39 ± 0.02), CIE L* (51.48 ± 0.22) and subjective color score (2.87 ± 0.06). The MSU resource population results agreed with Wang et al. [7] who found different IGFBP2 haplotypes to have significant effects on meat color in Lantang × Landrace pork. Furthermore, the MSU resource population results also tended to follow the results for 24-h pH, because pork color is influenced by residual enzyme activity that will be higher with higher 24-h pH resulting in de-oxidation of oxymyoglobin and consequently darker meat color [32].
Another important trait affecting pork quality is tenderness. Results of this study revealed a significant association of IGFBP2 genotypes with both a mechanical measure of tenderness (WBS) and a sensory panel assessment of tenderness. Pigs with the IGFBP2 BB genotype had the lowest (P < 0.05) WBS (3.03 ± 0.09 kg) as compared to pigs with AA (3.40 ± 0.18 kg) or AB (3.24 ± 0.09 kg) genotypes indicating that BB pigs had more tender loin muscles. Pigs with the BB genotype also had the most favorable (P < 0.05) sensory panel tenderness (5.70 ± 0.04) and overall tenderness (5.77 ± 0.04) values. In addition, sensory panel values for juiciness (5.34 ± 0.04) and connective tissue (6.44 ± 0.03) were more desirable (P < 0.05) for pigs with the BB genotype. These observations appear to be consistent with the observations for other meat quality traits in this study. Howard and Lawrie [42] found that the rate of pH decline postmortem was inversely related to meat tenderness. Similarly, Marsh et al. [43] indicated that increased tenderness is observed when pH declines slowly. Thus, the more favorable 24-h pH and pH decline phenotypes for IGFBP2 BB genotype pigs appear to be consistent with the favorable drip loss, color, WBS and eating quality traits observed in MSU Duroc × Pietrain F 2 resource population pigs.

Conclusions
The IGFBP2 alleles in MSU Duroc × Pietrain F 2 resource population pigs exhibited additive genetic effects for ADG, whereas a dominance effect was found for BF10 at 13 weeks of age. Pigs with the AA genotype had faster weight gain from 10 to 22 weeks of age than pigs with the AB or BB genotypes. Moreover, pigs with the BB genotype had less backfat thickness than pigs with the AB genotype as determined by ultrasound from 10 to 19 weeks of age. Therefore, pigs with the BB genotype appear to have more desirable backfat thickness, albeit with less desirable rate of weight gain. The effects on growth rate and backfat thickness observed in the resource population were not confirmed in the Duroc population. However, the end weight goals were different for the two populations. The off-test backfat measures were not significantly associated with IGFBP2 genotype in either population. Thus, differences between IGFBP2 genotype classes for backfat thickness at younger ages may not be related with backfat thickness at market age. However, if IGFBP2 genotype associations are confirmed, this information could help pig producers through optimization of feeding and management practices.
Significant associations of IGFBP2 genotype were found in the MSU Duroc × Pietrain F 2 resource population for 24-h pH, pH decline, drip loss, subjective color score, CIE L* and b* objective color values, WBS, and sensory panel juiciness, tenderness, overall tenderness and connective tissue. Furthermore, associations were found in the Duroc pig population for CIE L* and color score. Pigs with the BB genotype were found to have more desirable phenotypes for significant traits in the MSU resource population. However, in the Duroc pig population, pigs with the BB genotype had unfavorable phenotypes for significant color traits. The IGFBP2 alleles exhibited additive effects for drip loss, 24-h pH, WBS, and sensory panel tenderness, overall tenderness and connective tissue in the MSU resource population. The results indicate IGFBP2 as a potential candidate gene useful for growth rate, backfat thickness, loin muscle area and some pork quality traits in pigs, with the allele considered to be more favorable differing depending on the selection goals for the population.