Genetic diversity and population structure of six Chinese indigenous pig breeds in the Taihu Lake region revealed by sequencing data

The Chinese indigenous pig breeds in the Taihu Lake region are the most prolific pig breeds in the world. In this study, we investigated the genetic diversity and population structure of six breeds, including Meishan, Erhualian, Mi, Fengjing, Shawutou and Jiaxing Black, in this region using whole‐genome SNP data. A high SNP with proportions of polymorphic markers ranging from 0.925 to 0.995 was exhibited by the Chinese indigenous pigs in the Taihu Lake region. The allelic richness and expected heterozygosity also were calculated and indicated that the genetic diversity of the Meishan breed was the greatest, whereas that of the Fengjing breed was the lowest. The genetic differentiation, as indicated by the fixation index, exhibited an overall mean of 0.149. Both neighbor‐joining tree and principal components analysis were able to distinguish the breeds from each other, but structure analysis indicated that the Mi and Erhualian breeds exhibited similar major signals of admixture. With this genome‐wide comprehensive survey of the genetic diversity and population structure of the indigenous Chinese pigs in the Taihu Lake region, we confirmed the rationality of the current breed classification of the pigs in this region.     

The genetic diversity and population structures of indigenous pig breeds in Zhejiang Province revealed by GGRS sequencing

Chinese indigenous pigs in Zhejiang Province are well known for their high fecundity. In order to verify breed subdivision at the genomic level, we investigated genetic diversity and population structure of seven breeds and made comparisons with three Western pig breeds using next‐generation sequencing data. Parameters obtained from allelic richness and proportion of polymorphic markers indicated that the genetic diversity of the Chinese indigenous pigs was higher than that of the Western pigs, with the highest and lowest values found in the Chaluand and the Landrace pigs respectively. Both neighbor‐joining tree and principal components analysis could distinguish breeds from one another and structure analysis showed less differentiation among Western pigs than among the Chinese pigs. The average linkage disequilibrium decay over distance was significantly less in the Chinese pigs compared with the Western pigs, ranging from 188.2 to 280.6 kb for the Chinese pigs and 680.3 to 752.8 kb for the Western breeds and showing an average r² threshold value of 0.3. Results obtained from high‐density SNP comparison over the whole genome on genetic diversity and population structure were in agreement with the current breed classification of the pigs in Zhejiang Province. More importantly, the results presented here advances our current understanding of the genomic biology of Chinese indigenous pigs in Zhejiang Province and allows for implementation of conservation strategies in additional breeds.     

24个中外猪种(群)的AFLP多态性及其群体遗传关系

利用12对AFLP引物组合检测了19个中国地方猪种（群）,1个培育猪种和4个欧美引进猪种混合基因组DNA的遗传变异,根据AFLP分析结果计算了24个猪种（群）间的遗传相似系数,据此构建了UPGMA聚类关系图,结果表明,AFLP标记有着很高的多态检测效率（Ai),平均每个引物组合检测到17.3个多态标记,非常适合于猪种（群）遗传多样性分析和品种鉴定;中国地方猪种与欧美引进猪种间的遗传分化十分明显,两类猪群间的亲缘关系较远;南昌白猪与大白猪,铅山黑猪与玉山黑猪有着极近的亲缘关系,分别与其育成历史,地理分布和RAPD分析结果相一致。另外还对部分猪种（群）的聚类分析结果与其形态学,地理分布和现行分类情况不相一致的原因进行了探讨。     

Genetic diversity present within the near-complete mtDNA genome of 17 breeds of indigenous Chinese pigs

The genetic diversity present within the near-complete mitochondrial genome (15,982 bp) was determined from 17 indigenous Chinese pig breeds and 3 European breeds. Animals were selected from 17 Chinese breeds that reflect the large phenotypic diversity of Chinese pigs and represent each of the six breed types, which are grouped based on morphological characteristics. Analysis of nucleotide diversity confirmed a high level of divergence between animals of European versus Asian origin; however, much more limited variation was observed between the 17 indigenous Chinese breeds. Each had a unique haplotype, but the lowest pairwise sequence divergence was only 0.01 +/- 0.01%, observed between the Tongcheng and Yushan Black. Comparison of control region sequence diversity revealed the 17 Chinese breeds contain a lower average pairwise distance (0.61 +/- 0.19%) than a group of European commercial breeds (0.91 +/- 0.21%). The dendrogram constructed from the near-complete mtDNA sequences showed the Chinese sequences loosely clustering into two groups. Although some correspondence with geographic origin was present, notable differences between the dendrogram and the traditional pig breed grouping system were observed.     

Health and immune traits of Basque and Large White pigs housed in a conventional or enriched environment

Since decades, production traits such as growth rate, feed efficiency or body composition have been drastically increased in pigs by genetic selection. Whether this selection impacted animal robustness is still unclear. In this study, we compared Large White (LW) pigs, a breed submitted to intense genetic selection for production traits, and Basque (B) pigs, a local rustic breed, reared in two different housing environments (conventional v. enriched). Adaptation to housing conditions among each breed was evaluated at the level of endocrine and immune traits. These are known to be impacted by housing conditions and breed; however, the interaction effects between genotype and environment are less described. Animals (20 per breed and housing environment) entered the experiment at 35 kg of live weight. Levels of cortisol, acute-phase inflammatory proteins, immunoglobulins and hydrogen peroxide, blood formula, lymphocyte proliferation and in-vitro cytokine expression were measured at ∼115 kg of live weight. Animals were checked for skin injuries during the growing period. At slaughter, at the average live weight of 145 kg, carcasses were examined for pathological conditions of the respiratory tract. The major result was that the two breeds exhibited differences in response to the housing environment. Among the 24 sanitary, endocrine or immune traits investigated, the housing conditions affected eight variables in both breeds (salivary cortisol at 0700 and 1900 h, severity of pneumonia at slaughter) or only in B pigs (severe skin lesions) or LW pigs (salivary cortisol at 1500 h, granulocyte numbers and lymphocyte/granulocyte ratio and lymphocyte proliferation). These observations strengthen the hypothesis that selection for high meat production level might be associated with an increased susceptibility of animals to environmental stressors.     

Genetic diversity and population structure of 20 North European cattle breeds

Blood samples were collected from 743 animals from 15 indigenous, 2 old imported, and 3 commercial North European cattle breeds. The samples were analyzed for 11 erythrocyte antigen systems, 8 proteins, and 10 microsatellites, and used to assess inter- and intrabreed genetic variation and genetic population structures. The microsatellites BoLA-DRBP1 and CSSM66 were nonneutral markers according to the Ewens-Watterson test, suggesting some kind of selection imposed on these loci. North European cattle breeds displayed generally similar levels of multilocus heterozygosity and allelic diversity. However, allelic diversity has been reduced in several breeds, which was explained by limited effective population sizes over the course of man-directed breed development and demographic bottlenecks of indigenous breeds. A tree showing genetic relationships between breeds was constructed from a matrix of random drift-based genetic distance estimates. The breeds were classified on the basis of the tree topology into four major breed groups, defined as Northern indigenous breeds, Southern breeds, Ayrshire and Friesian breeds, and Jersey. Grouping of Nordic breeds was supported by documented breed history and geographical divisions of native breeding regions of indigenous cattle. Divergence estimates between Icelandic cattle and indigenous breeds suggested a separation time of more than 1,000 years between Icelandic cattle and Norwegian native breeds, a finding consistent with historical evidence.     

山羊群体遗传多样性的微卫星分析

为了保护和合理利用我国地方山羊品种遗传资源提供理论基础,本研究利用国际农粮组织和国际家畜研究所推荐的10对微卫星引物,结合荧光标记PCR,检测了中国9个地方山羊品种和1个引进山羊品种的遗传多样性。所研究的10个品种中7个呈现出高度多态,3个呈现出中度多态。并共检测到119个等位基因,有效等位基因数在1.4641~9.2911之间,座位平均杂合度在0.2618~0.7672之间,品种平均杂合度在0.5196~0.7024之间,其中SRCRSP23位点和河西绒山羊(HXR)平均杂合度最高。聚类关系(NJ和UPGMA)和主成分分析结果与其起源、育成历史及地理分布基本一致。     

Genetic relationships among Vietnamese local pigs investigated using genome‐wide SNP markers

Vietnam is one of the most important countries for pig domestication, and a total of 26 local breeds have been reported. In the present study, genetic relationships among the various pig breeds were investigated using 90 samples collected from local pigs (15 breeds) in 15 distantly separated, distinct areas of the country and six samples from Landrace pigs in Hanoi as an out‐group of a common Western breed. All samples were genotyped using the Illumina Porcine SNP60 v2 Genotyping BeadChip. We used 15 160–15 217 SNPs that showed a high degree of polymorphism in the Vietnamese breeds for identifying genetic relationships among the Vietnamese breeds. Principal components analysis showed that most pigs indigenous to Vietnam formed clusters correlated with their original geographic locations. Some Vietnamese breeds formed a cluster that was genetically related to the Western breed Landrace, suggesting the possibility of crossbreeding. These findings will be useful for the conservation and management of Vietnamese local pig breeds.     

Evaluation of the Chinese indigenous pig breed Dahe and crossbred Dawu for growth and carcass characteristics, organ weight, meat quality and intramuscular fatty acid and amino acid composition

The objectives of the experiment were to evaluate growth and carcass characteristics, organ weight, meat quality and intramuscular fatty acid (FA) and amino acid composition between the Chinese indigenous pig breed Dahe and the crossbred Dawu. The Dahe pigs had lower average daily gain (P < 0.001) and a higher feed conversion ratio (P < 0.001) compared with the Dawu pigs. The Dahe pigs contained less lean meat percentage (P < 0.001) and more carcass fat percentage (P < 0.001) compared with the Dawu pigs. For organ weight, the Dahe pigs had lower relative heart weight and small intestine weight, respectively, compared with that of the Dawu pigs (P < 0.001). In addition, the Dahe pigs showed higher pH values (at 45 min and 24 h, P < 0.001 and P < 0.001, respectively), higher Marbling score (P < 0.05), lower Minolta L values (at 45 min and 24 h, P < 0.001 and P < 0.05, respectively) and lower muscle fiber area (P < 0.05) than did the Dawu pigs. C18:1, C16:0, C18:0 and C18:2 were the main FAs and nine essential amino acids were found in the Longissimus dorsi of the two breeds.     

Use of geographic information system tools to predict animal breed suitability for different agro-ecological zones

Predicting breed-specific environmental suitability has been problematic in livestock production. Native breeds have low productivity but are thought to be more robust to perform under local conditions than exotic breeds. Attempts to introduce genetically improved exotic breeds are generally unsuccessful, mainly due to the antagonistic environmental conditions. Knowledge of the environmental conditions that are shaping the breed would be needed to determine its suitability to different locations. Here, we present a methodology to predict the suitability of breeds for different agro-ecological zones using Geographic Information Systems tools and predictive habitat distribution models. This methodology was tested on the current distribution of two introduced chicken breeds in Ethiopia: the Koekoek, originally from South Africa, and the Fayoumi, originally from Egypt. Cross-validation results show this methodology to be effective in predicting breed suitability for specific environmental conditions. Furthermore, the model predicts suitable areas of the country where the breeds could be introduced. The specific climatic parameters that explained the potential distribution of each of the breeds were similar to the environment from which the breeds originated. This novel methodology finds application in livestock programs, allowing for a more informed decision when designing breeding programs and introduction programs, and increases our understanding of the role of the environment in livestock productivity.     

A comparison of the periparturient rise in fecal egg counts of exotic and domestic ewes

Ewes of three exotic breeds (Florida Native, Barbados Blackbelly and St. Croix) showed no periparturient rise in fecal egg counts (PPR) when housed from late fall through lambing and weaning. Domestic breed ewes (Rambouillet and Finn-Dorset × Rambouillet) showed a pronounced PPR 6–7 weeks post-lambing while St. Croix × domestic ewes showed an intermediate PPR under similar conditions. There was no PPR in non-lambing ewes.In a second experiment, breed differences in the PPR were not as pronounced when ewes were allowed to graze a contaminated pasture after lambing. Florida Native, St. Croix and $\text{3}\text{4}$ St. Croix × $\text{1}\text{4}$ domestic showed lower PPRs than the remaining breeds (Barbados Blackbelly, F₁ hybrids of exotic and domestic breeds and domestic ewes), but the magnitude of the PPR was generally small in all breeds. No relationship was observed between hemoglobin genotype and PPR in either experiment.It was concluded that a low or absent PPR is an important manifestation of breed resistance in exotic ewes and that this may be useful as a marker for breeding parasite-resistant sheep.     

猪Mx1基因第14外显子多态性分析及新突变位点的 发现

采用PCR-RFLP方法对国内外7个猪种Mx1基因第14外显子的多态性进行分析, 共检测到3个等位基因, 6种基因型。其中杜洛克中仅存在AA基因型, 苏太猪中存在全部基因型, 只有在梅山猪和具有梅山猪血统的苏太猪中出现基因型BB。所有猪种中, 只有在地方猪种和培育猪种中出现等位基因B, 所有猪种除松辽黑猪外均以A为优势等位基因。卡方检验结果表明, 不同猪种间基因型分布差异较大, 梅山猪和松辽黑猪与其他所有猪种的基因型频率差异极显著(P＜0.01) , 苏太猪与除皮特兰猪外的所有猪种的基因型频率差异也极显著(P＜0.01) , 淮猪与杜洛克和约克夏这两个国外猪种基因型频率差异不显著(P＞0.05), 而与皮特兰和其他地方猪种的基因型频率均存在极显著差异(P＜0.01) 。通过测序在扩增片段中新发现了3种类型的碱基突变, 前2个分别导致了Thr和Glu向Ala和Arg的替换, 最后一个突变不引起氨基酸的变化, 且后两个突变位点为BB基因型所特有。     

Scrotal dimensions and ejaculate characteristics of three breeds of sheep in tropical Nigeria

Scrotal circumference and semen characteristics of three breeds of sheep (Udda, Balami and Yankasa) indigenous to Nigeria and Southern Guinea Savannah zones of Africa were compared. The age, body weight, scrotal circumference and spermiogram of the rams were studied by standard techniques. The mean age, body weight, and scrotal circumference of the three breeds were not comparable with significant interbreed, but were with significant intrabreed differences. The mean ejaculate concentration of sperm cells (x 10 /ml) were: Udda, 3.8 +/- 0.050, Balami, 4.1 +/- 0.32, Yankasa, 4.5 +/- 0.11. The mean morphological sperm cell abnormalities for the Udda, Balami and Yankasa were; 7.5 +/- 2.1%, 4.5 +/- 0.58% and 6.0 +/- 0.87%, respectively, with significant inter- and intrabreed differences. There were significant intrabreed differences in the other semen traits, i.e., percent of live cells, percent of motility, mean volume and mean concentration. In all the breeds of sheep studied, the scrotal circumference and spermiogram were comparable to, and within the range reported for the exotic breed of rams.     

Comparative assessment of native,crossbred and exotic pigs during different seasons (winter,spring and summer) based on rhythmic changes in the levels of serum cortisol,lactate dehydrogenase levels and PBMC HSP70 mRNA expression pattern

The present study was conducted to ascertain the adaptive capability of pigs to different seasons based on changes in serum cortisol and lactate dehydrogenase (LDH) levels, and peripheral blood mononuclear cell (PBMC) heat shock protein 70 (HSP70) mRNA expression. Based on average THI, the seasons were classified as winter (November–February), spring (March–June), and summer (July–October). Hormone cortisol was found to be influenced by season (p < 0.01), age (p < 0.05), and genetics of the animal (p < 0.05). However, level of LDH was not influenced by either of these factors. HSP70 mRNA expression was higher in almost all age groups in crossbred and exotic pigs during summer in comparison to other seasons. Lower HSP70 gene expression was observed in almost all age groups of native pigs in comparison to crossbred and exotic during summer. In conclusion, native pigs were acclimatized for thermal stress in comparison to crossbred and exotic breeds of pigs. Also, the expression pattern of HSP70 gene is breed-specific, most likely due to variations in thermal tolerance and adaptation to different environmental conditions. Both serum cortisol and HSP70 gene may act as reliable biological markers for assessing the adaptive capabilities of pigs to different seasons.     

Expression profiling analysis for genes related to meat quality and carcass traits during postnatal development of backfat in two pig breeds

The competitive equilibrium of fatty acid biosynthesis and oxidation in vivo determines porcine sub-cutaneous fat thickness(SFT) and intramuscular fat(IMF) content.Obese and lean-type pig breeds show obvious differences in adipose deposition;however, the molecular mechanism underlying this phenotypic variation remains unclear.We used pathway-focused oligo microarray studies to examine the expression changes of 140 genes associated with meat quality and carcass traits in backfat at five growth stages(1―5 months) of Landrace(a leaner, Western breed) and Taihu pigs(a fatty, indigenous, Chinese breed).Variance analysis(ANOVA) revealed that differences in the expression of 25 genes in Landrace pigs were significant(FDR adjusted permutation, P<0.05) among 5 growth stages.Gene class test(GCT) indicated that a gene-group was very significant between 2 pig breeds across 5 growth stages(PErmineJ<0.01), which consisted of 23 genes encoding enzymes and regulatory proteins associ-ated with lipid and steroid metabolism.These findings suggest that the distinct differences in fat deposition ability between Landrace and Taihu pigs may closely correlate with the expression changes of these genes.Clustering analysis revealed a very high level of significance(FDR adjusted, P<0.01) for 2 gene expression patterns in Landrace pigs and a high level of significance(FDR adjusted, P<0.05) for 2 gene expression patterns in Taihu pigs.Also, expression patterns of genes were more diversified in Taihu pigs than those in Landrace pigs, which suggests that the regulatory mechanism of micro-effect polygenes in adipocytes may be more complex in Taihu pigs than in Landrace pigs.Based on a dy-namic Bayesian network(DBN) model, gene regulatory networks(GRNs) were reconstructed from time-series data for each pig breed.These two GRNs initially revealed the distinct differences in physiological and biochemical aspects of adipose metabolism between the two pig breeds;from these results, some potential key genes could be identified.Quantitative, real-time RT-PCR(QRT-PCR) was used to verify the microarray data for five modulated genes, and a good correlation between the two measures of expression was observed for both 2 pig breeds at different growth stages(R=0.874±0.071).These results highlight some possible candidate genes for porcine fat characteristics and provide some data on which to base further study of the molecular basis of adipose metabolism.     

Assessing genetic diversity in indigenous Veneto chicken breeds using AFLP markers

Genetic variation in four indigenous chicken breeds from the Veneto region of Italy was assessed using amplified fragment length polymorphism (AFLP) markers. A total of 99 individuals were analysed using three AFLP primer combinations that produced 70 polymorphisms. Four indigenous Veneto chicken breeds (Ermellinata, Padovana, Pépoi and Robusta) and a reference broiler line were included in the analysis. Breed-specific markers were identified in each breed. The expected heterozygosity did not differ significantly among the indigenous Veneto chicken breeds and the broiler line. The coefficient of gene variation (Gst) value across loci indicated that almost half of the total variability was observed among breeds. Nei's standard genetic distance between pairs of breeds showed that the distance between the broiler line and the Pépoi breed was greater than the distances between the broiler line and the other three chicken breeds. Cluster analysis based on standard genetic distances between breeds indicated that the Padovana and Pépoi breeds were closely related. Factorial analysis based on a binary matrix of the AFLP data showed a clear distinction of all breeds.     

Indigenous domestic breeds as reservoirs of genetic diversity: the Argentinean Creole cattle

Contrary to highly selected commercial breeds, indigenous domestic breeds are composed of semi-wild or feral populations subjected to reduced levels of artificial selection. As a consequence, many of these breeds have become locally adapted to a wide range of environments, showing high levels of phenotypic variability and increased fitness under natural conditions. Genetic analyses of three loci associated with milk production (alpha(S1)-casein, kappa-casein and prolactin) and the locus BoLA-DRB3 of the major histocompatibility complex indicated that the Argentinean Creole cattle (ACC), an indigenous breed from South America, maintains high levels of genetic diversity and population structure. In contrast to the commercial Holstein breed, the ACC showed considerable variation in heterozygosity (H(e)) and allelic diversity (A) across populations. As expected, bi-allelic markers showed extensive variation in He whereas the highly polymorphic BoLA-DRB3 showed substantial variation in A, with individual populations having 39-74% of the total number of alleles characterized for the breed. An analysis of molecular variance (AMOVA) of nine populations throughout the distribution range of the ACC revealed that 91.9-94.7% of the total observed variance was explained by differences within populations whereas 5.3-8.1% was the result of differences among populations. In addition, the ACC breed consistently showed higher levels of genetic differentiation among populations than Holstein. Results from this study emphasize the importance of population genetic structure within domestic breeds as an essential component of genetic diversity and suggest that indigenous breeds may be considered important reservoirs of genetic diversity for commercial domestic species.     

鸡缺氧诱导因子-1[[alpha]]基因的差异表达与低氧适应性

低氧诱导因子-1(HIF-1)是在低氧的癌细胞中发现的一种转录激活因子, 在生物体氧平衡调节中起关键作用。藏鸡是对高原低氧、低温环境有着极强适应能力的高原土著品种, 相对而言, 白来航鸡和寿光鸡为两个低地鸡种。在常氧环境下对这3个鸡品种进行全期模拟低氧孵化, 结果显示, 藏鸡的孵化率显著高于两个低地鸡品种, 表现出了高度的耐受低氧环境的能力, 而对于低地鸡, 一定程度的低氧环境对其孵化是致命的。利用Taqman探针法FQRT-PCR技术检测了藏鸡、白来航鸡、寿光鸡HIF-1[[alpha]] 的组织特异性表达。结果表明, HIF-1[[alpha]] mRNA在3个鸡品种的大脑和骨骼肌组织均有表达, 并有明显的组织差异性, 脑的表达量最大; 并且发现常氧条件下孵化时, 藏鸡胚胎的大脑组织内HIF-1[[alpha]] 基因的表达量与低氧孵化的低地鸡胚胎相接近.     

A comparative analysis of carcass and meat traits,and rumen bacteria between Chinese Mongolian sheep and Dorper × Chinese Mongolian crossbred sheep

Mutton is one of the most widely consumed meats globally. The Chinese Mongolian sheep (MS) breed is an indigenous breed of sheep characterised by high-quality meat and strong adaptability. Dorper × Chinese Mongolian crossbred sheep (DS) is an improved breed with a rapid growth rate and high mutton yield found in parts of China. The rumen microbiota is known to play a key role in shaping host nutrition and health. However, the carcass traits and meat nutritional qualities of DS and MS remain poorly defined, as does how rumen microbes affect these characteristics. The objective of this study was to compare carcass profiles, rumen bacterial communities, and meat nutritional qualities between MS and DS and clarify the associations between rumen microbiota and meat nutritional composition. We found that DS had a faster growth rate and better carcass traits than MS, including BW, carcass weight, meat weight, and loin-eye area. We further found that metabolite and rumen bacterial community composition differed between the two sheep breeds. First, compared with MS, DS had lower contents of some sweet amino acids, monounsaturated fatty acids, n-3 polyunsaturated fatty acids, and beneficial metabolites. Secondly, MS and DS had distinct rumen bacterial compositions, and these differential bacteria were related to carcass traits as well as to contents of meat amino acids, free fatty acids, and other metabolites. Taken together, our data showed that DS had better carcass characteristics but lower meat nutritional quality, parameters that were associated with differences in rumen bacterial community composition. These findings may benefit future breeding strategies aimed at improving sheep carcass performance and meat quality worldwide.     

Single nucleotide polymorphism scanning and expression of the FRZB gene in pig populations

Secreted frizzled-related protein 3 (sFRP3), encoded by the gene FRZB, is a member of the sFRP family with important roles in inhibition of the Wnt signalling pathway through competitive binding of the Wnt receptor. Here, we investigated pig FRZB as a candidate gene for growth traits and identified three polymorphic sites, an insertion (A-532B) and two SNPs (G636A and C650T) in its 5′-UTR. The genotype distributions of G636A and C650T were significantly different among mini-type indigenous (Diannan Small-ear and Tibetan), normal indigenous (Laiwu and Huai), and introduced (Large Yorkshire and Landrace) breeds. In semi-quantitative PCR expression analysis, expression of FRZB mRNA was abundant in tissues of hypophysis, longissimus dorsi muscle, and adipose tissues, and low in the heart, hypothalamus, and brain. Quantitative determination of mRNA level and protein expression analysis were corresponding. The results demonstrated that FRZB gene expression in longissimus dorsi muscle and liver tissue was significantly higher in Diannan Small-ear and Tibetan pigs than in the Large Yorkshire breed (P < 0.05); however, in back fat tissue, the expression was significantly higher in Diannan Small-ear pig than in Tibetan or Large Yorkshire breeds (P < 0.05). Given the known growth and fat characteristics of the breeds, these results indicate that FRZB expression has a negative association with muscle growth and a positive association with fat deposition. In conclusion, FRZB may be a major candidate gene for growth traits in pigs.