水牛IGF1基因多态性与其生长性状、血清浓度以及IGF1和IGF1R基因表达的相关性研究

Polymorphisms of the IGF1 gene and their association with growth traits, serum concentration and expression rate of IGF1 and IGF1R in buffalo 水牛 IGF1 基因多态性与其生长性状、血清浓度以及 IGF1 和 IGF1R 基因表达的相关性研究 1 corresp first-author ‡Corresponding Author ‡Corresponding Author †E-mail:mohrizk73@yahoo.com †E-mail:mohrizk73@yahoo.com mohrizk73@yahoo.com 2 3 4 5 6 Department of Anatomy & Embryology, Faculty of Veterinary Medicine, Kafrelsheikh University, El-Geish Street, Kafrelsheikh, Egypt Department of Anatomy & Embryology, Faculty of Veterinary Medicine, Kafrelsheikh University, El-Geish Street, Kafrelsheikh, Egypt Department of Animal Wealth Development, Veterinary Genetics & Genetic Engineering, Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt Department of Animal Wealth Development, Veterinary Genetics & Genetic Engineering, Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt Department of Physiology, Faculty of Veterinary Medicine, Benha University, Benha, Egypt Department of Physiology, Faculty of Veterinary Medicine, Benha University, Benha, Egypt Department of Animal Production, Faculty of Agriculture, Tanta University, Tanta, Egypt Department of Animal Production, Faculty of Agriculture, Tanta University, Tanta, Egypt Department of Animal Wealth Development, Biostatistics, Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt Department of Animal Wealth Development, Biostatistics, Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt Department of Health Management, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada Department of Health Management, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada The insulin-like growth factor 1 ( IGF1 ) gene is a member of the group of somatotropin axis genes that play a significant role in cell proliferation and growth of muscles. Here, we searched for polymorphisms in buffalo IGF1 and found two novel single nucleotide polymorphisms (SNPs), G64A and G280A, in the noncoding sequences of exon 1 and exon 4, respectively. Statistical analysis of different genotypes showed that the individuals with GG genotypes had significantly ( P < 0.05) higher body weight (BW) and average daily gain (ADG) than those with other genotypes at ages of 3–6 months in G64A SNP and 6–9 months in G280A SNP. The combined genotypes of these two SNPs produced three haplotypes, GG/GG, AG/AG, and AA/AA, which were significantly associated ( P < 0.0001) with BW and ADG at an age from 3 to 12 months. Buffaloes with the homozygous GG/GG haplotype showed higher growth performance than other buffaloes. The two SNPs were correlated with mRNA levels of IGF1 and IGF1 receptor ( IGF1R ) in semitendinosus muscle as well as with the serum concentration level of IGF1. Also, buffaloes with GG/GG haplotype showed higher mRNA and serum concentration levels. The data revealed that these two SNPs could be valuable genetic markers for selection of Egyptian buffaloes for better performance in the population. 目的 2 探讨胰岛素样生长因子1（insulin-like growth factor 1， IGF1 ）基因单核苷酸多态性（SNP）与埃及水牛生长性状的关联性。 创新点 2 发现 IGF1 基因多态性对埃及水牛的生长性状、血液生化指标和基因表达有显著影响，并为埃及水牛的选育提供重要的分子遗传标记。 方法 2 以200头埃及水牛为试验对象，对其 IGF1 基因的多态性进行检测，并分析其与生长性状、血液生理生化指标和基因表达的相关性。 结论 2 在水牛 IGF1 基因多态性分析中，发现两个新的SNP位点（G64A和G280A）分别分布在外显子1和外显子4的非编码区。不同基因型的统计分析表明，G64A和G280A位点的GG基因型水牛个体分别在3~6月龄和6~9月龄的体重（BW）和平均日增重（ADG）均显著高于其他基因型（ P < 0.05）。这两个SNPs位点的组合基因型产生了三种单倍体GG/GG、AG/AG和AA/AA。在3~12月龄的水牛个体中，单倍体基因型与BW和ADG存在显著关联（ P < 0.0001）。纯合的GG/GG单倍体基因型水牛生长性能优于其他水牛。两个SNP位点与半腱肌中 IGF1 和 IGF1R 的mRNA水平以及 IGF1 血清浓度水平相关。此外，GG/GG单倍体水牛表现出较高的mRNA和血清浓度水平。综上所述，这两种SNP位点G64A和G280A可作为埃及水牛生长性状选育的重要分子遗传标记。 Insulin-like growth factor 1 ( IGF1 ) IGF1R Single nucleotide polymorphism (SNP) Growth traits Buffalo 胰岛素样生长因子1（ IGF1 ） 胰岛素样生长因子1受体（ IGF1R ） 单核苷酸多态性（SNP） 生长性状 水牛 Introduction 1 Insulin-like growth factor 1 (IGF1) is essential for activation of mitogenic proliferation and myoblast differentiation in skeletal muscles (Werner et al., 1994 1994 ; Oksbjerg et al., 2004 2004 ) and therefore it can be used in marker-assisted selection (MAS) for growth in bovines (Chung and Kim, 2005 2005 ; Andrade et al., 2008 2008 ; Islam et al., 2009 2009 ; Mullen et al., 2011 2011 ). Sahana et al. ( 2010 2010 ) have identified the quantitative trait loci (QTL) containing the bovine IGF1 locus on BTA5. This gene consists of six exons (Fotsis et al., 1990 1990 ; Grosse et al., 1999 1999 ; Sahana et al., 2010 2010 ) with alternative splicing in exon 1 and exon 2 that produce two alternative transcripts (class I and class II). These transcripts are differently expressed in various species and tissues; class I is expressed higher than class II in cattle (Wang et al., 2003 2003 ). IGF1 has been characterized as a key regulatory gene which controls postnatal tissue growth in animals (Jones and Clemmons, 1995 1995 ; Gerrard et al., 1998 1998 ). Moreover, local IGF1 overexpression in skeletal muscles induces their hypertrophy and improves their strength (Shavlakadze et al., 2010 2010 ). Previous studies reported two single nucleotide polymorphisms (SNPs): C512T in the promoter region and rs29012855 in intron 3 of bovine IGF1 which were significantly associated with growth traits (Ge et al., 2001 2001 ; Islam et al., 2009 2009 ; de la Reyna et al., 2010 2010 ; Mullen et al., 2011 2011 ). Some other SNPs in the intronic regions had no significant association with growth traits (de la Reyna et al., 2010 2010 ). So far, only a few studies have investigated IGF1 polymorphisms in buffalo and they found one transition SNP: G/A within an Eco 130I site of intron 3 (Dierkes et al., 1999 1999 ; Fatima et al., 2009 2009 ). However, these previous reports have not investigated the association of this SNP with performance traits and gene expression. This prompts us to conduct this study to look for IGF1 polymorphisms and to determine their associations with growth traits, relative gene expression of IGF1 and IGF1 receptor ( IGF1R ) in skeletal muscle, as well as the serum concentration of IGF1 in Egyptian buffalo. Materials and methods 1 Animals 2 Two hundred (95 females and 105 males) healthy Beheiry buffaloes, maintained at Mahlet Mussa station in Kafrelsheikh Governorate, Egypt, were randomly chosen. All body weight (BW) data were obtained from the farm records. These animals were unrelated genetically to each other (i.e. coming from unrelated sires/dams or grand-sires/grand-dams), as revealed by the farm records. This study was reviewed and approved by Kafrelsheikh University Animal Care and Ethics Committee and was carried out at the Molecular Biology Lab, Faculty of Veterinary Medicine, Kafrelsheikh University, Egypt. Polymerase chain reaction 2 The Gene JET genomic DNA extraction kit was used to extract genomic DNA from blood following the manufacturer’s protocol (Thermo Scientific, #K0721, European Union). Four loci of IGF1 gene were amplified by polymerase chain reaction (PCR) using specific primers (Table 1 1 ) designed based on the bovine IGF1 sequences submitted to GenBank with accession number DQ851589. The PCR was carried out as described in previous studies (El-Magd et al., 2013 2013 ; 2014 2014 ; Abo-Al-Ela et al., 2014 2014 ), but with annealing temperatures of 55–60 °C for 40 s. PCR products were checked for size and quality on 1% agarose gels. F: forward; R: reverse; T a : annealing temperature Locus Primer (5'→3') T a (°C) Size (bp) Localization Experiment IGF1.1 F: GGGCAAAAAGCATGAGACAGT 60 785 Exon (E) 1 SNP detection R: GCTGATTTTTCCCATTGCTTCTGA IGF1.2 F: GCCAGCAGCTCACAAGCTGA 55 390 E2 SNP detection R: ACCATTTTTGTTGTTCCAGAT IGF1.3 F: TTGCACTCCTGGAAGGGGCATA 55 362 E3 SNP detection R: TCTTCGCACACTCCCCGGCAGTT IGF1.4 F: CCACTCTAAAGCTAGGCCTCTCTC 55 340 E4 SNP detection R: GAAGTCTATGAGGGTATGAAT 6 IGF1 F: TTGGTGGATGCTCTCCAGTTC 60 218 E3–E4 Relative expression R: AGCAGCACTCATCCACGATTC IGF1R F: AAGAACCATGCCTGCAGAAGG 60 105 E11, E12 Relative expression R: GGATCTCAGGTTCTGGCCATT β-actin F: CGACAACGGCTCCGGCATGT 60 271 Refer to NM_173979 Relative expression R: CTCCTCAGGGGCCACACGGA SNP identification by sequencing and single-strand conformation polymorphism 2 Twenty-five purified PCR products for each locus were commercially sequenced by MacroGen (Seoul, Korea). Sequence data were manually checked for quality and their identity was analyzed using the BLAST tool of National Center for Biotechnology Information (NCBI). Identification of SNPs and sequence alignments were performed using Geneious 4.8.4 software. Single-strand conformation polymorphism (SSCP) was performed as described in previous studies (El-Magd et al., 2014 2014 ). Transcription factor binding site analysis 2 The MatInspector software package was used to determine the effects of allele substitution of SNPs in the noncoding regulatory regions of exon 1 and exon 4 of IGF1 gene on predicted transcription factor binding sites (TFBSs) (Quandt et al., 1995 1995 ). Quantitative real-time PCR analysis for IGF1 and IGF1R 2 Total RNA was isolated from the semitendinosus muscle biopsy using a Gene JET RNA Purification Kit including DNase I digestion following the manufacturer’s protocol (Thermo Scientific, #K0731, USA) and as described in previous studies (El-Magd et al., 2013 2013 ). The RNA was then reverse-transcribed using RevertAid™ H Minus Reverse Transcriptase which is a genetically modified moloney murine leukemia virus reverse transcriptase (M-MuLV RT; Thermo Scientific, #EP0451, USA). Following reverse transcription, relative expression of the IGF1 and IGF1R genes was determined using StepOnePlus™ real-time PCR system (Applied Biosystem, USA) with 2×Maxima SYBR Green/ROX qPCR Master Mix (Thermo Scientific, #K0221, USA) and gene specific primers designed by Primer 5.0 software (Table 1 1 ). The housekeeping gene ( β-actin ) represented the normalizer, which was used to calculate the relative gene expression or fold change in target genes. The following thermal cycling conditions were used: initial denaturation at 95 °C for 10 min, 40–45 cycles of amplification of DNA denaturation at 95 °C for 15 s, annealing at 60 °C for 30 s, and extension at 72 °C for 30 s. At the end of the last cycle, temperature was increased from 63 to 95 °C to produce a melting curve. The quantities of the critical threshold ( C T ) of the target gene were normalized with quantities of β-actin using 2 −∆∆CT method (Livak and Schmittgen, 2001 2001 ). Measurement of IGF1 serum concentration 2 Serum IGF1 concentrations were determined by radioimmune assay (RIA) with human recombinant IGF1 as a standard similar to a protocol described by Bishop et al. ( 1989 1989 ). Each sample was assayed in duplicate at two dilutions and in a single assay. Statistical analysis 2 Allele and genotype frequencies, Hardy-Weinberg equilibrium (HWE), gene heterozygosity ( He ), effective allele numbers ( N e ), and polymorphism information content (PIC) were calculated as described in previous studies (Abo-Al-Ela et al., 2014 2014 ; El-Magd et al., 2014 2014 ). Haplotype reconstruction and frequencies, and linkage disequilibrium (LD) (measured by LD coefficient ( D ')) were determined by the Haploview program (Barrett et al., 2005 2005 ). Associations between IGF1 gene genotypes/haplotypes and growth trait phenotypes were analyzed using a general linear model (GLM) procedure of SAS V9 (SAS Inst. Inc., Cary, NC, USA). All analyses were performed in two steps: first, a full animal model was used; and second, a reduced animal model was used. The full animal model includes fixed effects of SNP genotype, sex, SNP genotype–sex interaction, age at weighting as a covariate with linear and quadratic regression coefficients as well as random residual error. Statistical significance for the fixed effects was determined using F -statistics, and covariate was tested individually. Preliminary statistical analyses indicated that these effects did not have a significant influence on trait variability in the analyzed populations ( P > 0.05). Thus, the reduced model is as follows: Y ij = μ + G j + e ij , where Y ij represents the value of growth traits (BW at different time points (0 (birth), 3, 6, 9, 12, 18, and 24 months of age) and average daily gain (ADG) measured on the i th animal), μ is the overall mean for each trait, G j is the fixed effect of the j th IGF1 genotype (GG, AG, AA in IGF1.1 and IGF1.4 loci) and haplotypes (GG/GG, AG/AG, AA/AA), and e ij is the random residual effect of the j th IGF1 genotype and haplotypes on the i th animal. The allelic substitution ( α ) and dominance effects ( δ ) were estimated using the same but re-parameterized model. For allelic substitution ( α ) the SNP effect was treated as a covariate, represented by the number of A alleles at both loci, while for dominance effects ( δ ) genotypes were indicated as 0, 1, and 0 for GG, AG, and AA, respectively, according to Falconer and Mackay ( 1996 1996 ). The results of the multiple comparisons were corrected by the Bonferroni’s correction, and the differences were considered significant at P < 0.05. Data were reported as mean±standard error of mean (SEM). Results 1 Analysis of the detected SNPs 2 Four loci, IGF1.1 – IGF1.4 containing exons 1–4, respectively, were amplified by PCR (Fig. 1a 1a ). Analysis of SSCP results revealed presence of three SSCP banding patterns (GG/AG/AA) in IGF1.1 and IGF1.4 loci (Fig. 1b 1b ), but other loci showed only one pattern (no polymorphisms). The sequences of these loci were submitted to GenBank with accession numbers KC107767 and KC668318, and their analysis showed two novel SNPs: G64A and G280A in the noncoding region of exon 1 and exon 4, respectively (Fig. 1c 1c ). (a) Ethidium bromide-stained agarose gel of PCR products: 390 bp exon 2 (Lane 1), 785 bp exon 1 (Lane 2), 340 bp exon 4 (Lane 3), and 362 bp exon 3 (Lane 4); M represents 100 bp ladder. (b) Three SSCP patterns were detected: genotype AG, AA, and GG in IGF1.1 locus (exon 1) and genotype AG, GG, and AA in IGF1.4 locus (exon 4). (c) Sequence chromatogram spanning the IGF1 mutation site shows two single nucleotide polymorphisms (SNPs): G64A and G280A (arrows) located within the noncoding sequence of exon 1 and exon 4, respectively. The blue-colored boxes refer to the coding sequences of exons 1–4 (Note: for interpretation of the references to color in this figure legend, the reader is referred to the web version of this article) In silico analysis of TFBSs predicted that the G allele of G64A SNP introduced two new TFBSs (Thing1-E47 and Snail) that are cancelled by the A allele. Additionally, the A allele of G280A SNP formed two new TFBSs (Hen-1 and Snail), while the G allele formed AML-1 (RUNX1) TFBS. The allelic and genotypic frequencies were calculated for IGF1.1 and IGF1.4 (Table 2 2 ). The A allele and AA genotype had higher frequencies (0.60 and 0.41, respectively) for G64A SNP, whereas the G allele and AG genotype had a higher frequency (0.55 and 0.43, respectively) for G280A SNP. The χ 2 test showed that the distributions of the three genotypes of G280A SNP within the Egyptian buffalo population were in Hardy-Weinberg equilibrium (HWE) ( P > 0.05), whereas three genotypes of G64A SNP deviated from HWE ( P < 0.05). χ 2 : Chi-square value; HWE: Hardy-Weinberg equilibrium; He : gene heterozygosity; N e : effective allele numbers; PIC: polymorphism information content; MAF: minor allele frequency 2 SNP 3 Genotype frequency (number) 2 Allele frequency 2 χ 2 (HWE) 2 P -value 2 He 2 N e 2 PIC 2 D ' 2 MAF GG AG AA A G G64A 0.215 (43) 0.375 (75) 0.410 (82) 0.60 0.40 9.94 0.0016 0.48 1.93 0.37 2 1.0 0.40 G280A 0.335 (67) 0.430 (86) 0.235 (47) 0.45 0.55 3.58 0.058 0.50 1.98 0.37 0.45 The results of the population genetic indexes are presented in Table 2 2 . High heterozygosities were observed in IGF1.1 and IGF1.4 loci. Based on the classification of PIC, Egyptian buffaloes possessed medium polymorphism (0.25 < PIC < 0.5) at IGF1.1 and IGF1.4 loci. Pair-wise LD analysis revealed a strong linkage between the two SNPs ( D '=1.0) with a minor allele frequency of 0.40 in the IGF1.1 locus and 0.45 in the IGF1.4 locus. A total of 4 haplotypes (GG/GG, AG/AG, GA/GA, and AA/AA) were determined and the haplotypes AA/AA and GG/GG were most common at frequencies of 0.450 and 0.402, respectively, whereas the haplotype AG/AG was a minor haplotype with a frequency of 0.148, and the remaining haplotype (GA/GA) was rare with a frequency of 0.00003 and so was excluded from the association analysis. Association of SNP genotypes and haplotypes with growth traits 2 Associations of individual genotypes and haplotypes at IGF1.1 and IGF1.4 loci with the growth traits (BW and ADG) were analyzed in Egyptian buffaloes at 0 (birth), 3, 6, 9, 12, 18, and 24 months of age. The results of this association analysis are shown in Tables 3 3 – 5 5 . A significant association was observed between genotypes of the two loci and BW and ADG during the growing stage at ages of 3–6 months in G64A SNP ( P < 0.05; Table 3 3 ) and 6–9 months in G280A SNP ( P < 0.0001; Table 4 4 ). In addition, the three haplotypes AA/AA, AG/AG, and GG/GG were significantly associated with BW and ADG during the growing stage at ages of 3–12 months ( P < 0.0001; Table 5 5 ). In all significant associations, GG genotype and GG/GG haplotype buffaloes have higher BW and ADG performance than those with other genotypes and haplotypes. However, growth trait means did not differ significantly between the AG and AA genotypes or between the AG/AG and AA/AA haplotypes ( P ≥0.05). BW: body weight; ADG: average daily gain; α : allelic substitution effect (additive effect); δ : dominance effect. P < 0.05, P < 0.01 vs. GG genotype. Data are expressed as mean±SEM, with n =43 for GG, n =75 for AG, and n =82 for AA. a, b Means within the same row carrying different superscripts differ significantly at P < 0.05 based on Bonferroni’s multiple comparison test 2 Time (month) 3 BW (kg) 2 Overall P -value 2 α 2 δ GG AG AA  0 32.14±0.52 33.66±0.64 32.67±0.73 0.325 0.27±0.11 1.26±0.09  3 87.92±1.81 a 80.42±1.32 b 79.91±2.19 b 0.016 −4.01±0.79 ** ** −3.49±0.87 * *  6 161.92±3.84 a 140.92±4.84 b 143.14±3.91 b 0.007 −9.39±1.04 ** ** −11.61±0.93 ** **  9 189.43±4.12 184.50±4.82 181.26±3.93 0.493 −4.09±1.91 −0.84±0.89  12 227.20±4.52 224.30±5.52 226.30±5.62 0.937 −0.45±0.08 −2.45±0.31  18 290.04±5.72 291.94±6.60 289.28±5.97 0.949 −0.38±0.12 2.28±0.83  24 386.28±12.14 380.69±10.92 374.58±11.85 0.807 −5.85±1.15 0.26±0.09 7 7 2 Time (month) 3 ADG (kg/d) 2 Overall P -value 2 α 2 δ GG AG AA 7  0–3 0.62±0.01 a 0.52±0.03 b 0.52±0.01 b 0.007 −0.05±0.001 * * −0.05±0.02 * *  3–6 0.82±0.02 a 0.67±0.04 b 0.70±0.02 b 0.005 −0.06±0.01 ** ** −0.09±0.02 ** **  6–9 0.31±0.07 0.48±0.06 0.42±0.05 0.154 0.06±0.03 0.12±0.02  9–12 0.42±0.07 0.44±0.07 0.50±0.06 0.689 0.04±0.01 −0.02±0.01  12–18 0.35±0.03 0.38±0.02 0.35±0.04 0.751 0.00±0.00 0.03±0.02  18–24 0.53±0.07 0.49±0.04 0.47±0.06 0.787 −0.03±0.001 −0.01±0.002 BW: body weight; ADG: average daily gain; α : allelic substitution effect (additive effect); δ : dominance effect. * P < 0.05, P < 0.01 vs. GG genotype. Data are expressed as mean±SEM, with n =67 for GG, n =86 for AG, and n =47 for AA. a, b Means within the same row carrying different superscripts differ significantly at P < 0.05 based on Bonferroni’s multiple comparison test 2 Time (month) 3 BW (kg) 2 Overall P -value 2 α 2 δ GG AG AA  0 31.06±0.75 32.92±0.58 31.81±0.69 0.114 0.38±0.06 1.49±0.41  3 82.79±1.70 80.81±1.15 77.72±1.36 0.073 −2.54±0.37 0.56±0.23  6 156.05±2.51 a 146.57±2.11 b 139.80±2.03 b <0.0001 −8.13±0.24 ** ** −1.36±0.08 ** **  9 201.43±2.62 a 180.50±2.21 b 175.26±2.23 b <0.0001 −13.09±0.75 ** ** −7.85±0.91 ** **  12 241.72±9.32 229.30±7.58 230.30±5.63 0.481 −5.71±1.03 −6.71±0.95  18 293.42±9.02 291.54±8.73 282.38±8.87 0.715 −5.52±0.08 3.64±0.14  24 387.35±12.05 384.44±10.62 381.71±11.5 0.951 −2.82±0.38 −0.09±0.01 7 2 Time (month) 3 ADG (kg/d) 2 Overall P -value 2 α 2 δ GG AG AA 7  0–3 0.57±0.07 0.53±0.04 0.51±0.06 0.767 −0.03±0.01 −0.01±0.001  3–6 0.81±0.02 a 0.73±0.01 b 0.69±0.02 b <0.0001 −0.06±0.001 ** ** −0.02±0.001 ** **  6–9 0.50±0.01 a 0.38±0.02 b 0.39±0.02 b <0.0001 −0.06±0.001 ** ** −0.07±0.001 ** **  9–12 0.45±0.07 0.54±0.06 0.59±0.08 0.377 0.07±0.01 0.02±0.02  12–18 0.29±0.06 0.35±0.02 0.29±0.04 0.488 0.00±0.00 0.06±0.02  18–24 0.52±0.03 0.52±0.02 0.55±0.04 0.678 0.02±0.01 −0.02±0.02 BW: body weight; ADG: average daily gain. Data are expressed as mean±SEM, with n =55 for GG/GG, n =80 for AG/AG, and n =65 for AA/AA. a, b Means within the same row carrying different superscripts differ significantly at P < 0.05 based on Bonferroni’s multiple comparison test 2 Time (month) 3 BW (kg) 2 P -value GG/GG AG/AG AA/AA  0 31.52±0.47 30.45±0.51 31.07±0.26 0.253  3 89.43±1.82 a 80.81±1.94 b 78.77±1.22 b <0.0001  6 158.82±2.51 a 139.72±2.38 b 140.12±2.01 b <0.0001  9 207.82±3.81 a 181.62±3.15 b 180.25±3.02 b <0.0001  12 247.72±5.18 a 210.37±4.14 b 212.36±4.03 b <0.0001  18 302.24±6.12 292.87±6.90 286.54±6.42 0.188  24 391.30±14.15 388.32±15.11 384.26±15.24 0.939 5 2 Time (month) 3 ADG (kg/d) 2 P -value GG/GG AG/AG AA/AA 5  0–3 0.64±0.02 a 0.56±0.02 b 0.53±0.01 b <0.0001  3–6 0.77±0.04 a 0.65±0.02 b 0.68±0.01 b 0.011  6–9 0.54±0.02 a 0.47±0.01 b 0.45±0.01 b <0.0001  9–12 0.44±0.03 a 0.32±0.02 b 0.36±0.01 b 0.001  12–18 0.30±0.09 0.46±0.10 0.41±0.08 0.476  18–24 0.49±0.08 0.53±0.09 0.54±0.09 0.907 Association of SNP haplotypes with expression of IGF1 and IGF1R and serum concentration of IGF1 2 The increase in growth traits may be accompanied by change in the expression levels of IGF1 and IGF1R . To check this possibility, relative quantitative PCR (qPCR) was used to estimate the expression levels of these genes in semitendinosus muscle of high GG/GG and low AG/AG and AA/AA growth performance buffaloes at ages of 3, 6, 9, and 12 months. Interestingly, the expression levels of the two genes were significantly ( P < 0.05) higher in GG/GG buffaloes than in other buffaloes, whereas no significant ( P ≥0.05) differences in gene expression were detected between buffaloes with AG/AG and AA/AA haplotypes (Fig. 2 2 ). Similarly, there was a significant ( P < 0.05) change in the serum concentration of IGF1, with GG/GG haplotype buffaloes having a higher serum concentration of IGF1 than those with other haplotypes (Fig. 3 3 ). Collectively, GG/GG haplotype buffaloes had superior growth traits, higher expression levels of IGF1 and IGF1R mRNA, as well as higher serum concentration of IGF1 than AG/AG and AA/AA buffaloes at 3–12 months of age. Data are expressed as mean±SEM ( n =9 in triplicate). The expression level of each target gene in buffaloes with haplotype AG/AG was considered the baseline. * P < 0.05, ** P < 0.01, and *** P < 0.001 after Bonferroni’s correction. M: months Data are expressed as mean±SEM ( n =9 in triplicate). * P < 0.05 and ** P < 0.01 after Bonferroni’s correction. M: months Discussion 1 As an important member of the group of somatotropin axis genes, IGF1 is associated with economically important polygenic traits, such as growth and carcass traits. This prompts us to look for polymorphisms in this gene and to study their association with growth traits in Egyptian buffaloes. The main findings are detection of two novel SNPs (G64A and G280A) with GG genotype and GG/GG haplotype buffaloes having significantly superior growth performance, higher expression levels of IGF1 and IGF1R mRNA, as well as higher serum concentration of IGF1 at ages of 3–12 months. The G64A and G280A SNPs are novel as none of them has been found in the IGF1 of animals studied so far (Dierkes et al., 1999 1999 ; Ge et al., 2001 2001 ; Chung and Kim, 2005 2005 ; Siadkowska et al., 2006 2006 ; Fatima et al., 2009 2009 ; Islam et al., 2009 2009 ; de la Reyna et al., 2010 2010 ; Mullen et al., 2011 2011 ). In the present study, three genotypes (GG, AA and AG) were identified in each SNP. In pigs and goats, A/G SNP was determined in IGF1 exon 4, but in a different position (Wang et al., 2011 2011 ). Egyptian buffaloes were in the HWE ( P > 0.05) for IGF1.4 locus. This means that the distribution of alleles in this population remains roughly the same from one generation to the next. HWE also means no natural selection, no mutation, no migration, or no genetic drift, and that individuals in the population mate randomly with respect to this locus. Egyptian buffaloes possessed medium polymorphism at IGF1.1 and IGF1.4 loci, which indicates moderate genetic diversity within these loci in the analyzed animals. The moderate genetic diversity is suitable as a marker in molecular breeding (Vaiman et al., 1994 1994 ), so these two SNPs are likely to be useful in breeding programs for Egyptian buffaloes, especially for IGF1.4 locus which is in HWE. Although the G64A and G280A SNPs are not very close to each other, they were in a very strong LD ( D '=1.0), meaning that these SNPs are co-inherited (dependent) and may have a mutual influence on the growth traits. This prompts us to study the association of the combined genotypes (haplotypes) of both SNPs in addition to individual SNP. Presence of a synonymous SNP does not mean that the mutation has no effect on the function of the candidate gene or other linked gene(s) in a QTL affecting the studied trait. In agreement with this, previous studies reported a significant association between the synonymous rs29012855 SNP in intron 3 of IGF1 and the growth traits in cattle (Ge et al., 2001 2001 ; Islam et al., 2009 2009 ; de la Reyna et al., 2010 2010 ; Mullen et al., 2011 2011 ). Moreover, the G3072A SNP in IGF2 intron 3 has a significant association with muscle growth (van Laere et al., 2003 2003 ). Our results also revealed a significant association between the G64A (in the noncoding sequence of exon 1) and G280A (in the noncoding sequence of exon 4) SNPs and growth traits, with GG genotype animals having significantly ( P ≤0.05) higher BW and ADG than those with other genotypes at ages of 3‒6 months in G64A SNP and 6‒9 months in G280A SNP. A similar A/G SNP in exon 4 of the goat IGF1 gene (but in a different position) is associated with production traits (Wang et al., 2011 2011 ). In the present study, we found a more significant association between GG/GG, AG/AG, AA/AA haplotypes and growth traits (BW and ADG) at a longer time interval (from 3 to 12 months) than those between individual SNPs. This confirms the importance of studying the inheritance of combined genotypes (haplotypes) rather than individual SNPs. Animals with GG/GG haplotype showed higher growth performance than other buffaloes. This effect is probably due to the positive effect of the G allele in the two SNPs on growth. It is therefore necessary to protect individuals with GG/GG haplotype and to utilize them in MAS for superior growth. Although this significant association was found only in the early growing stages, as there were no significant associations between these haplotypes and growth traits in the late stages of slaughter ages, early selection of animals with GG/GG haplotype can be used for higher carcass yields by MAS in Egyptian buffalo population after providing suitable nutrition and management. It is also likely that IGF1 has a different influence at various stages of growth, because IGF1 expression is regulated depending on developmental and functional status (Werner et al., 1994 1994 ). As a finding in support of this, an SNP in the promoter of chicken IGF1 gene was associated with eggshell weight for the last two periods of egg laying, but not for the previous periods (Nagaraja et al., 2000 2000 ). We also recently detected two non-synonymous SNPs (C261G/alanine > glycine and G263C/alanine > proline) in exon 21 of the IGF1R gene and have found that the haplotype, C261G/G263C, was associated with the ADG during the early stages of life (from birth to 6 months) in Egyptian buffaloes (El-Magd et al., 2013 2013 ). Our further study focuses on the association of the combined genotypes of both G64A/G280A SNPs of IGF1 and C261G/G263C SNPs of IGF1R with growth traits in Egyptian buffaloes. The noncoding region of exon 1 and promoter region of the bovine IGF1 contain binding sites for essential transcription factors which can affect transcriptional efficiency of this and other genes. Consequently, polymorphisms in these regions are positively associated with growth traits, back fat thickness, lean meat yield, and carcass weight in cattle (Siadkowska et al., 2006 2006 ; Islam et al., 2009 2009 ; Mullen et al., 2011 2011 ). In agreement with this, in silico analysis of TFBSs predicted that the G allele of G64A SNP introduced two new TFBSs (Thing1-E47 and Snail) that are cancelled by the A allele. Thing1-E47 is a basic helix loop helix (bHLH) transcription factor localized mainly in smooth muscle and linked to other myogenic factors in the bHLH superfamily (such as Myf) in skeletal muscles (Ho Sui et al., 2007 2007 ). Although the snail acts as a transcriptional repressor, it has no major role in myogenesis (Norton et al., 2013 2013 ). In silico analysis also revealed that the A allele of G280A SNP formed two new TFBSs (Hen-1 and Snail), while the G allele introduced AML-1 (RUNX1) TFBS. Recently it has been reported that Runx1 is required for myoblast proliferation during muscle regeneration (Umansky et al., 2015 2015 ). Although synonymous SNPs do not change amino acids, they can alter mRNA stability, gene expression level, protein synthesis rate, and protein conformation and function (Komar, 2007 2007 ). In support of this, we also found a significant association between the two synonymous SNPs (G64A and G280A) and IGF1 mRNA level in semitendinosus muscle with GG/GG haplotype buffaloes having a higher expression than other buffaloes. Moreover, GG/GG haplotype buffaloes have a higher serum concentration of IGF1 as compared to other buffaloes included in this study. Similarly, C512T SNP in IGF1 promoter was shown to be associated with serum levels of IGF1 and postnatal growth in cattle (Maj et al., 2008 2008 ; Mirzaei et al., 2012 2012 ). Taken together, it is possible that the significant association between G64A and G280A SNPs of IGF1 and growth traits resulted from increased expression of the growth axis related gene, IGF1 , and the circulatory level of the IGF1 protein. IGF1 activates mitogenic proliferation and myogenic differentiation in skeletal muscle (Werner et al., 1994 1994 ; Oksbjerg et al., 2004 2004 ) and therefore it plays an important role in the growth of many tissues. Thus, the two SNPs detected in the present study may influence IGF1 concentration and consequently, growth performance could be changed in Egyptian buffaloes. IGF1 exerts its action following binding to its specific receptor (IGF1R). Strikingly, IGF1R mRNA was also upregulated in semitendinosus muscle in GG/GG haplotype buffaloes. Therefore, G64A and G280A SNPs may directly or indirectly (through LD with causative variants) change IGF1 gene expression and IGF1 serum concentration, which is accompanied by upregulated IGF1R expression. Future approaches could include entire genes and regulatory regions or whole genome sequencing in independent large populations along with functional genomic analyses in an attempt to identify causative polymorphisms. Conclusions 1 The main finding of this study was that G64A and G280A SNPs of IGF1 were significantly associated with BW, ADG, expression levels of IGF1 and IGF1R mRNA, as well as serum concentration of IGF1 in buffaloes at ages from 3 to 12 months with superior G allele, GG genotype, and GG/GG haplotype. These SNPs could be valuable genetic markers for selection of Egyptian buffaloes for better performance in the population. References HG Abo-Al-Ela , MA El-Magd , AF El-Nahas , 等 . Association of a novel SNP in exon 10 of the IGF2 gene with growth traits in Egyptian water buffalo ( Bubalus bubalis ) . Trop Anim Health Prod , 2014 . 46 ( 6 ): 947 - 952 . 24756464 DOI: 10.1007/s11250-014-0588-3 http://doi.org/10.1007/s11250-014-0588-3 . Association of a novel SNP in exon 10 of the IGF2 gene with growth traits in Egyptian water buffalo (Bubalus bubalis) PC Andrade , DA Grossi , CC Paz , 等 . Association of an insulin-like growth factor 1 gene microsatellite with phenotypic variation and estimated breeding values of growth traits in Canchim cattle . Anim Genet , 2008 . 39 ( 5 ): 480 - 485 . 18637878 DOI: 10.1111/j.1365-2052.2008.01755.x http://doi.org/10.1111/j.1365-2052.2008.01755.x . Association of an insulin-like growth factor 1 gene microsatellite with phenotypic variation and estimated breeding values of growth traits in Canchim cattle JC Barrett , B Fry , J Maller , 等 . Haploview: analysis and visualization of LD and haplotype maps . Bioinformatics , 2005 . 21 ( 2 ): 263 - 265 . 15297300 DOI: 10.1093/bioinformatics/bth457 http://doi.org/10.1093/bioinformatics/bth457 . Haploview: analysis and visualization of LD and haplotype maps MD Bishop , RC Simmen , FA Simmen , 等 . The relationship of insulin-like growth factor-I with postweaning performance in Angus beef cattle . J Anim Sci , 1989 . 67 ( 11 ): 2872 - 2880 . 2592275 DOI: 10.2527/jas1989.67112872x http://doi.org/10.2527/jas1989.67112872x . The relationship of insulin-like growth factor-I with postweaning performance in Angus beef cattle ER Chung , WT Kim . Association of SNP marker in IGF-I and MYF5 candidate genes with growth traits in Korean cattle . Asian-Australas J Anim Sci , 2005 . 18 ( 8 ): 1061 - 1065 . DOI: 10.5713/ajas.2005.1061 http://doi.org/10.5713/ajas.2005.1061 . Association of SNP marker in IGF-I and MYF5 candidate genes with growth traits in Korean cattle XF de la Reyna , HM Montoya , VV Castrellón , 等 . Polymorphisms in the IGF1 gene and their effect on growth traits in Mexican beef cattle . Genet Mol Res , 2010 . 9 ( 2 ): 875 - 883 . 20467980 DOI: 10.4238/vol9-2gmr745 http://doi.org/10.4238/vol9-2gmr745 . Polymorphisms in the IGF1 gene and their effect on growth traits in Mexican beef cattle B Dierkes , B Kriegesmann , A Silva , 等 . Characterisation of a G→A transition polymorphism within an Eco 130I site of intron 3 of the insulin-like growth factor-1 ( IGF1 ) gene of swamp buffaloes (Bubalus b. bubalis kerebau) . Anim Genet , 1999 . 30 ( 5 ): 405 10582311 DOI: 10.1046/j.1365-2052.1999.00526-28.x http://doi.org/10.1046/j.1365-2052.1999.00526-28.x . Characterisation of a G→A transition polymorphism within an Eco130I site of intron 3 of the insulin-like growth factor-1 (IGF1) gene of swamp buffaloes (Bubalus b. bubalis kerebau) MA El-Magd , HE Abbas , AM El-kattawy , 等 . Novel polymorphisms of the IGF1R gene and their association with average daily gain in Egyptian buffalo ( Bubalus bubalis ) . Domest Anim Endocrinol , 2013 . 45 ( 2 ): 105 - 110 . 23820243 DOI: 10.1016/j.domaniend.2013.06.004 http://doi.org/10.1016/j.domaniend.2013.06.004 . Novel polymorphisms of the IGF1R gene and their association with average daily gain in Egyptian buffalo (Bubalus bubalis) MA El-Magd , HG Abo-Al-Ela , A El-Nahas , 等 . Effects of a novel SNP of IGF2R gene on growth traits and expression rate of IGF2R and IGF2 genes in gluteus medius muscle of Egyptian buffalo . Gene , 2014 . 540 ( 2 ): 133 - 139 . 24613755 DOI: 10.1016/j.gene.2014.02.059 http://doi.org/10.1016/j.gene.2014.02.059 . Effects of a novel SNP of IGF2R gene on growth traits and expression rate of IGF2R and IGF2 genes in gluteus medius muscle of Egyptian buffalo DS Falconer , TFC Mackay . Introduction to Quantitative Genetics , 1996 . : England Longman , . Introduction to Quantitative Genetics S Fatima , SM Bhatt , CD Bhong , 等 . Genetic polymorphism study of IGF-I gene in buffaloes of Gujarat . Buffalo Bull , 2009 . 28 ( 3 ): 159 - 164 . . Genetic polymorphism study of IGF-I gene in buffaloes of Gujarat T Fotsis , C Murphy , F Gannon . Nucleotide sequence of the bovine insulin-like growth factor 1 (IGF-1) and its IGF-1A precursor . Nucleic Acids Res , 1990 . 18 ( 3 ): 676 2308858 DOI: 10.1093/nar/18.3.676 http://doi.org/10.1093/nar/18.3.676 . Nucleotide sequence of the bovine insulin-like growth factor 1 (IGF-1) and its IGF-1A precursor W Ge , ME Davis , HC Hines , 等 . Association of a genetic marker with blood serum insulin-like growth factor-I concentration and growth traits in Angus cattle . J Anim Sci , 2001 . 79 ( 7 ): 1757 - 1762 . 11465363 DOI: 10.2527/2001.7971757x http://doi.org/10.2527/2001.7971757x . Association of a genetic marker with blood serum insulin-like growth factor-I concentration and growth traits in Angus cattle DE Gerrard , CS Okamura , MA Ranalletta , 等 . Developmental expression and location of IGF-I and IGF-II mRNA and protein in skeletal muscle . J Anim Sci , 1998 . 76 ( 4 ): 1004 - 1011 . 9581923 DOI: 10.2527/1998.7641004x http://doi.org/10.2527/1998.7641004x . Developmental expression and location of IGF-I and IGF-II mRNA and protein in skeletal muscle WM Grosse , SM Kappes , WW Laegreid , 等 . Single nucleotide polymorphism (SNP) discovery and linkage mapping of bovine cytokine genes . Mamm Genome , 1999 . 10 ( 11 ): 1062 - 1069 . 10556424 DOI: 10.1007/s003359901162 http://doi.org/10.1007/s003359901162 . Single nucleotide polymorphism (SNP) discovery and linkage mapping of bovine cytokine genes SJ Ho Sui , DL Fulton , DJ Arenillas , 等 . POSSUM: integrated tools for analysis of regulatory motif over-representation . Nucleic Acids Res , 2007 . 35 ( Suppl. 2 ): W245 - W252 . 17576675 DOI: 10.1093/nar/gkm427 http://doi.org/10.1093/nar/gkm427 . POSSUM: integrated tools for analysis of regulatory motif over-representation KK Islam , M Vinsky , RE Crews , 等 . Association analyses of a SNP in the promoter of IGF1 with fat deposition and carcass merit traits in hybrid, Angus and Charolais beef cattle . Anim Genet , 2009 . 40 ( 5 ): 766 - 769 . 19466932 DOI: 10.1111/j.1365-2052.2009.01912.x http://doi.org/10.1111/j.1365-2052.2009.01912.x . Association analyses of a SNP in the promoter of IGF1 with fat deposition and carcass merit traits in hybrid, Angus and Charolais beef cattle JI Jones , DR Clemmons . Insulin-like growth factors and their binding proteins: biological actions . Endocr Rev , 1995 . 16 ( 1 ): 3 - 34 . 7758431 DOI: 10.1210/edrv-16-1-3 http://doi.org/10.1210/edrv-16-1-3 . Insulin-like growth factors and their binding proteins: biological actions AA Komar . Silent SNPs: impact on gene function and phenotype . Pharmacogenomics , 2007 . 8 ( 8 ): 1075 - 1080 . 17716239 DOI: 10.2217/14622416.8.8.1075 http://doi.org/10.2217/14622416.8.8.1075 . Silent SNPs: impact on gene function and phenotype KJ Livak , TD Schmittgen . Analysis of relative gene expression data using real-time quantitative PCR and the 2 −ΔΔ C T method . Methods , 2001 . 25 ( 4 ): 402 - 408 . 11846609 DOI: 10.1006/meth.2001.1262 http://doi.org/10.1006/meth.2001.1262 . Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method A Maj , M Snochowski , E Siadkowska , 等 . Polymorphism in genes of growth hormone receptor (GHR) and insulin-like growth factor-1 (IGF1) and its association with both the IGF1 expression in liver and its level in blood in Polish Holstein-Friesian cattle . Neuro Endocrinol Lett , 2008 . 29 ( 6 ): 981 - 989 . 19112400 . Polymorphism in genes of growth hormone receptor (GHR) and insulin-like growth factor-1 (IGF1) and its association with both the IGF1 expression in liver and its level in blood in Polish Holstein-Friesian cattle A Mirzaei , H Sharifiyazdi , MR Ahmadi , 等 . The effect of polymorphism in gene of insulin-like growth factor-I on the serum periparturient concentration in Holstein dairy cows . Asian Pacific J Trop Biomed , 2012 . 2 ( 10 ): 765 - 769 . DOI: 10.1016/S2221-1691(12)60226-3 http://doi.org/10.1016/S2221-1691(12)60226-3 . The effect of polymorphism in gene of insulin-like growth factor-I on the serum periparturient concentration in Holstein dairy cows MP Mullen , CO Lynch , SM Waters , 等 . Single nucleotide polymorphisms in the growth hormone and insulin-like growth factor-1 genes are associated with milk production, body condition score and fertility traits in dairy cows . Genet Mol Res , 2011 . 10 ( 3 ): 1819 - 1830 . 21948746 DOI: 10.4238/vol10-3gmr1173 http://doi.org/10.4238/vol10-3gmr1173 . Single nucleotide polymorphisms in the growth hormone and insulin-like growth factor-1 genes are associated with milk production, body condition score and fertility traits in dairy cows SC Nagaraja , SE Aggrey , J Yao , 等 . Trait association of a genetic marker near the IGF-I gene in egg-laying chickens . J Hered , 2000 . 91 ( 2 ): 150 - 156 . 10768131 DOI: 10.1093/jhered/91.2.150 http://doi.org/10.1093/jhered/91.2.150 . Trait association of a genetic marker near the IGF-I gene in egg-laying chickens CR Norton , Y Chen , XH Han , 等 . Absence of a major role for the Snai1 and Snai3 genes in regulating skeletal muscle regeneration in mice . PLoS Curr Musc Dystrophy , 2013 . 5 1 - 12 . DOI: 10.1371/currents.md.e495b27ee347fd3870a8316d4786fc17 http://doi.org/10.1371/currents.md.e495b27ee347fd3870a8316d4786fc17 . Absence of a major role for the Snai1 and Snai3 genes in regulating skeletal muscle regeneration in mice N Oksbjerg , F Gondret , M Vestergaard . Basic principles of muscle development and growth in meat-producing mammals as affected by the insulin-like growth factor (IGF) system . Domest Anim Endocrinol , 2004 . 27 ( 3 ): 219 - 240 . 15451071 DOI: 10.1016/j.domaniend.2004.06.007 http://doi.org/10.1016/j.domaniend.2004.06.007 . Basic principles of muscle development and growth in meat-producing mammals as affected by the insulin-like growth factor (IGF) system K Quandt , K Frech , H Karas , 等 . MatInd and MatInspector: new fast and versatile tools for detection of consensus matches in nucleotide sequence data . Nucleic Acids Res , 1995 . 23 ( 23 ): 4878 - 4884 . 8532532 DOI: 10.1093/nar/23.23.4878 http://doi.org/10.1093/nar/23.23.4878 . MatInd and MatInspector: new fast and versatile tools for detection of consensus matches in nucleotide sequence data G Sahana , B Guldbrandtsen , C Bendixen , 等 . Genome-wide association mapping for female fertility traits in Danish and Swedish Holstein cattle . Anim Genet , 2010 . 41 ( 6 ): 579 - 588 . 20477799 DOI: 10.1111/j.1365-2052.2010.02064.x http://doi.org/10.1111/j.1365-2052.2010.02064.x . Genome-wide association mapping for female fertility traits in Danish and Swedish Holstein cattle T Shavlakadze , J Chai , K Maley , 等 . A growth stimulus is needed for IGF-1 to induce skeletal muscle hypertrophy in vivo . J Cell Sci , 2010 . 123 ( 6 ): 960 - 971 . 20179101 DOI: 10.1242/jcs.061119 http://doi.org/10.1242/jcs.061119 . A growth stimulus is needed for IGF-1 to induce skeletal muscle hypertrophy in vivo E Siadkowska , L Zwierzchowski , J Oprządek , 等 . Effect of polymorphism in IGF-1 gene on production traits in Polish Holstein-Friesian cattle . Anim Sci Papers Rep , 2006 . 24 ( 3 ): 225 - 237 . . Effect of polymorphism in IGF-1 gene on production traits in Polish Holstein-Friesian cattle KB Umansky , Y Gruenbaum-Cohen , M Tsoory , 等 . Runx1 transcription factor is required for myoblasts proliferation during muscle regeneration . PLoS Genet , 2015 . 11 ( 8 ): e1005457 26275053 DOI: 10.1371/journal.pgen.1005457 http://doi.org/10.1371/journal.pgen.1005457 . Runx1 transcription factor is required for myoblasts proliferation during muscle regeneration D Vaiman , D Mercier , K Moazami-Goudarzi , 等 . A set of 99 cattle microsatellites: characterization, synteny mapping, and polymorphism . Mamm Genome , 1994 . 5 ( 5 ): 288 - 297 . 7545949 DOI: 10.1007/BF00389543 http://doi.org/10.1007/BF00389543 . A set of 99 cattle microsatellites: characterization, synteny mapping, and polymorphism AS van Laere , M Nguyen , M Braunschweig , 等 . A regulatory mutation in IGF2 causes a major QTL effect on muscle growth in the pig . Nature , 2003 . 425 ( 6960 ): 832 - 836 . 14574411 DOI: 10.1038/nature02064 http://doi.org/10.1038/nature02064 . A regulatory mutation in IGF2 causes a major QTL effect on muscle growth in the pig Q Wang , C Fang , WJ Liu , 等 . A novel mutation at exon 4 of IGF-1 gene in three indigenous goat breeds in China . Asian J Anim Vet Adv , 2011 . 6 ( 6 ): 627 - 635 . DOI: 10.3923/ajava.2011.627.635 http://doi.org/10.3923/ajava.2011.627.635 . A novel mutation at exon 4 of IGF-1 gene in three indigenous goat breeds in China Y Wang , SE Price , H Jiang . Cloning and characterization of the bovine class 1 and class 2 insulin-like growth factor-I mRNAs . Domest Anim Endocrinol , 2003 . 25 ( 4 ): 315 - 328 . 14652133 DOI: 10.1016/j.domaniend.2003.06.001 http://doi.org/10.1016/j.domaniend.2003.06.001 . Cloning and characterization of the bovine class 1 and class 2 insulin-like growth factor-I mRNAs H Werner , M Adamo , CT Roberts , 等 . Molecular and cellular aspects of insulin-like growth factor action . Vitam Horm , 1994 . 48 1 - 58 . 7524243 DOI: 10.1016/S0083-6729(08)60495-1 http://doi.org/10.1016/S0083-6729(08)60495-1 . Molecular and cellular aspects of insulin-like growth factor action Compliance with ethics guidelines Mohammed A. EL-MAGD, Ayman A. SALEH, Abeer A. NAFEAA, Shymaa M. EL-KOMY, and Mohamed A. AFIFI declare that they have no conflict of interest. All institutional and national guidelines for the care and use of laboratory animals were followed. 10.1631/jzus.B1600573 Project supported by the Science Technology Development Fund (STDF, No. 2585), Ministry of Scientific Research, Egypt 2016-12-19 2017-04-13 2022-01-05 Copyright © Zhejiang University and Springer-Verlag GmbH Germany 2017 2017 Journal of Zhejiang University-SCIENCE B (Biomedicine and Biotechnology) 12 18