| Literature DB >> 27832155 |
Wenhui Li1, Jian Guo2, Fanwen Li1, Chune Niu2.
Abstract
Crossbreeding of Australian Superfine Merinos (ASMs) with Gansu Alpine Finewool (GAF) sheep and an evaluation of the potential benefits of this genetic cross has not been previously conducted. 13 ASMs were crossbred with GAF sheep over a five year period with backcrossing designed to assess heterosis. Data from 11,178 lambs sired by 189 rams were used in the study. Genotype, birth year, birth type, dam age, sex and/or management group, and record age were fitted as fixed effects and within-genotype sire fitted as a random effect. Crossbreeds of 1/2 ASM expressed the most desirable effects for improving average fiber diameter (AFD), clean fleece weight (CFW), yield, coefficient of variation of AFD (CVAFD), yearling staple length (YSL) to AFD ratio (YSL/AFD), and CFW to metabolic yearling bodyweight (YWT0.75) ratio (CFW/YWT0.75) but showed the least post-weaning average daily gain (powADG) and YWT. Genotype of backcrossing with 1/4 ASM obtained moderate improvements in AFD, CFW, CVAFD, and YSL/AFD but the highest YSL, WWT, and prwADG. Except for yield (-1.42%) and CFW/YWT0.75 (-1%), heterosis estimates were generally low and positive, and ranged from 0.1% for CVAFD to 4% for powADG, which indicates the potential to improve relevant traits through exploiting heterosis to a varying extent. The ASMs sampled in this study were found to be superior to GAFs for AFD, CFW, yield, and CVAFD by 19.82%, 11.68%, 14.47%, and 6.99%, respectively, but inferior for YSL, PowADG, and YWT by 4.36%, 50.97%, and 16.93%, respectively. ASMs also appeared to be more efficient than GAFs in clean wool production (25.34%) and staple length growth (16.17%). The results of our study strongly suggest that an infusion of ASM genes via crossbreeding is an effective and appropriate approach to improve wool microns and wool production from GAF sheep, and we make recommendations to tackle the undesirable traits of YWT and YSL from ASM introduction.Entities:
Mesh:
Year: 2016 PMID: 27832155 PMCID: PMC5104327 DOI: 10.1371/journal.pone.0166374
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Number of Animals and Data Structure for the AG, AGG, and GG Genotypes involved in the Investigation over Five Years.
| Genotype | AG | GG | AGG | Total | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Birth Year | 2006 | 2007 | 2008 | 2009 | 2006 | 2007 | 2008 | 2009 | 2010 | 2008 | 2009 | 2010 | |
| BWT | 1371 | 1290 | 1438 | 594 | 1510 | 1649 | 1241 | 485 | 221 | 222 | 397 | 760 | 11178 |
| WWT | 1176 | 1137 | 1095 | 478 | 846 | 1360 | 971 | 361 | 150 | 155 | 305 | 491 | 8525 |
| prwADG | 1131 | 1137 | 1071 | 478 | 835 | 1360 | 949 | 361 | 150 | 155 | 305 | 491 | 8423 |
| YWT | 569 | 514 | 369 | 155 | 390 | 613 | 229 | 48 | 44 | 52 | 115 | 174 | 3272 |
| powADG | 542 | 495 | 345 | 146 | 327 | 582 | 213 | 45 | 39 | 48 | 107 | 161 | 3050 |
| GFW | 420 | 459 | 289 | 140 | 267 | 531 | 213 | 38 | 35 | 40 | 90 | 137 | 2659 |
| CFW | 111 | 143 | 69 | 40 | 55 | 103 | 44 | 12 | 13 | 14 | 18 | 31 | 653 |
| Yield | 153 | 181 | 89 | 45 | 95 | 150 | 59 | 16 | 18 | 16 | 24 | 40 | 886 |
| AFD | 341 | 272 | 185 | 64 | 249 | 379 | 74 | 24 | 38 | 22 | 25 | 127 | 1800 |
| CVAFD | 341 | 272 | 185 | 64 | 249 | 378 | 74 | 24 | 38 | 22 | 25 | 127 | 1799 |
| YSL | 569 | 514 | 369 | 155 | 390 | 613 | 229 | 48 | 44 | 52 | 115 | 174 | 3272 |
| YSL/AFD | 328 | 247 | 174 | 56 | 231 | 360 | 71 | 24 | 36 | 20 | 22 | 118 | 1687 |
| CFW/YWT0.75 | 104 | 133 | 65 | 35 | 51 | 98 | 43 | 12 | 12 | 14 | 17 | 29 | 613 |
BWT, birth weight; WWT, weaning weight; prwADG, pre-weaning average daily gain; powADG, post-weaning average daily gain; YWT, yearling body weight; GFW, greasy fleece weight; CVAFD, coefficient of variation of average fiber diameter; YSL, yearling staple length; YSL/AFD, yearling staple length to average fiber diameter ratio; CFW/YWT0.75, clean fleece weight to metabolic yearling body weight ratio; AG, ASMx GAF; AGG, AG x GAF; GG, GAF purebred.
Predicted Means (± Standard Error) for Fixed Effects plus the Significance of any Two-way Interactions.
| Source of variation | BWT(kg) | WWT (kg) | prwADG (g/d) | powADG (g/d) | YWT |
|---|---|---|---|---|---|
| 3.81 (0.01) | 24.67 (0.09) | 180.05 (0.74) | 37.90 (0.46) | 36.57 (0.14) | |
| n.s. | |||||
| AG | 3.78 (0.03) | 24.60 (0.12)ab | 178.77 (0.97)a | 32.11 (0.72)a | 34.86 (0.23)a |
| GG | 3.82 (0.02) | 24.46 (0.15)a | 177.71 (1.21)a | 41.44 (0.55)b | 37.44 (0.20)b |
| AGG | 3.83 (0.02) | 24.990 (0.165)b | 184.08 (1.48)b | 39.72 (1.15)b | 37.38 (0.29)b |
| 2006 | 3.66 (0.02)c | 23.60 (0.14)d | 165.33 (0.98)d | 34.14 (0.55)c | 35.13 (0.18)b |
| 2007 | 3.89 (0.02)a | 25.33 (0.11)a | 184.10 (0.89)ab | 27.69 (0.52)d | 33.92 (0.17)a |
| 2008 | 3.88 (0.02)a | 24.97 (0.15)b | 184.74 (1.22)a | 42.86 (0.82)b | 38.47 (0.24)d |
| 2009 | 3.90 (0.02)a | 24.99 (0.16)ab | 181.38 (1.39)bc | 34.64 (0.97)c | 36.00 (0.29)c |
| 2010 | 3.70 (0.03)c | 24.29 (0.22)c | 180.26 (1.80)c | 49.30 (1.17)a | 38.64 (0.34)d |
| Sex (Sex Group, SG) | |||||
| male1 | 3.88 (0.01) | 25.26 (0.11) | 184.30 (0.88) | 118.83 (0.91)a | 66.41 (0.28)a |
| male2 | 51.60 (0.85)b | 44.41 (0.25)b | |||
| female | 3.74 (0.01) | 24.08 (0.10) | 175.75 (0.85) | 37.90 (0.46)c | 36.57 (0.14)c |
| BirthType (BT) | n.s. | ||||
| single | 3.82 (0.01) | 24.67 (0.09) | 180.05 (0.74) | 37.90 (0.46) | |
| twins | 2.92 (0.03) | 21.94 (0.27) | 163.17 (2.23) | 41.36 (0.16) | |
| Dam Age (DA) | n.s. | ||||
| maiden | 3.36 (0.02) | 21.71 (0.17) | 157.68 (1.29) | 42.38 (1.00) | |
| adult | 3.82 (0.01) | 24.67 (0.09) | 180.05 (0.74) | 37.90 (0.46) | |
| Birth Flock (BF) | — | — | |||
| NA | 116.7 | NA | NA | n.s. | |
| BT×DA | n.s. | n.s. | n.s. | n.s. | |
| BT×BF | — | — | |||
| BT×GT | n.s. | n.s. | n.s. | ||
| BT×BY | n.s. | n.s. | n.s. | ||
| DA×SG | n.s. | n.s. | n.s. | n.s. | |
| DA×BY | n.s. | n.s. | n.s. | n.s. | |
| SG×BY | n.s. | ||||
| SG×BF | n.s. | — | — | ||
| BF×GT | — | — | |||
| BF×BY | n.s. | n.s. | — | — | |
| GT×BY | n.s. |
BWT, birth weight; WWT, weaning weight; prwADG, pre-weaning average daily gain; powADG, post-weaning average daily gain; YWT, yearling body weight;AG, ASMx GAF; AGG, AG x GAF; GG, GAF purebred. Predicted overall means and means of fixed effects were adjusted to single-born from adult ewe for pre-weaning growth traits, while they were additionally adjusted to manage under female sex and/or management group for post-weaning growth traits. In addition to the above adjustments, weaning weight was adjusted to the average of 116.7 days of age.
***P<0.001;
**P<0.01;
*P<0.05;
n.s. not significant. Means with different levels within effects followed by the same letters are not significantly different (at P = 0.05).
Predicted Means (± Standard Error) for Wool Traits plus Significance of Two-way Interactions of Fixed Effects.
| Source of variation | GFW (kg) | AFD (μm) | CFW (kg) | Yield (%) | YSL (cm) | CVAFD (%) | YSL/AFD (cm/ μm) | CFW/YWT0.75 (g/kg) |
|---|---|---|---|---|---|---|---|---|
| 3.79 (0.03) | 16.95 (0.12) | 2.03 (0.03) | 54.94 (0.33) | 10.16 (0.04) | 21.13 (0.13) | 0.618 (0.003) | 130.71(1.29) | |
| n.s. | ||||||||
| AG | 3.72 (0.04) | 16.00 (0.13)a | 2.09 (0.03)a | 57.02 (0.44)a | 10.04 (0.05)a | 20.94 (0.19)a | 0.644 (0.003) a | 139.17 (1.50) a |
| GG | 3.73 (0.04) | 17.72 (0.14)c | 1.95 (0.05)b | 53.93 (0.40)b | 10.13 (0.06)a | 21.68 (0.22)c | 0.592 (0.004) c | 124.77 (1.86) b |
| AGG | 3.78 (0.07) | 16.93 (0.19)b | 2.09 (0.08)ab | 53.91 (1.05)b | 10.37 (0.07)b | 21.35 (0.33)ab | 0.626 (0.007) b | 129.32 (3.07) b |
| 2006 | 3.33 (0.04)d | 17.69 (0.13)ab | 1.86 (0.04)b | 56.90 (0.43)a | 9.89 (0.05)a | 23.33 (0.17)a | 0.580 (0.004) de | 125.68 (1.92) c |
| 2007 | 3.46 (0.03)c | 16.32 (0.13)d | 1.92 (0.04)b | 55.33 (0.36)b | 9.93 (0.04)a | 22.92 (0.17)b | 0.620 (0.003) bc | 130.88 (1.70) b |
| 2008 | 4.26 (0.04)a | 16.11 (0.15)d | 2.18 (0.05)a | 51.72 (0.55)c | 10.25 (0.06)b | 19.14 (0.24)d | 0.657 (0.006) a | 134.30 (2.26) ab |
| 2009 | 3.90 (0.06)b | 17.11 (0.18)c | 2.14 (0.07)a | 58.05 (0.74)a | 10.38 (0.08)b | 20.88 (0.34)c | 0.624 (0.009) b | 138.63 (2.97) a |
| 2010 | 3.74 (0.07)b | 17.87 (0.17)a | 1.92 (0.09)b | 52.77 (1.00)c | 10.20 (0.09)b | 20.51 (0.29)c | 0.586 (0.007) d | 118.29 (3.71) c |
| n.s. | ||||||||
| male1 | 6.76 (0.05)a | 17.68 (0.33)a | 3.20 (0.05)a | 50.26 (0.61)a | 10.63 (0.07)a | 18.81 (0.34)a | 0.584 (0.007) | 125.50 (2.16) b |
| male2 | 3.98 (0.08)b | 16.07 (0.37)c | 2.03 (0.09)b | 55.11 (0.52)b | 10.15 (0.07)b | 22.07 (0.67)b | 0.583 (0.016) | 112.84 (3.66) c |
| female | 3.79 (0.03)c | 16.95 (0.12)b | 2.03 (0.03)b | 54.94 (0.33)b | 10.16 (0.04)b | 21.13 (0.13)b | 0.618 (0.003) | 130.71 (1.29) a |
| n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | ||
| single | 3.79 (0.03) | 16.65 (0.06) | — | 54.94 (0.33) | ||||
| twins | 3.46 (0.07) | 17.25 (0.21) | — | 57.19 (1.20) | ||||
| n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | ||
| maiden | — | — | — | 56.98 (0.81) | ||||
| adult | — | — | — | 54.94 (0.33) | ||||
| 434.8 | NA | 435.3 | NA | 415.4 | — | 415.0 | — | |
| n.s. | n.s. | |||||||
| BT×GT | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |
| BT×SG | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |
| SG×BY | n.s. | n.s. | n.s. | |||||
| SG×GT | n.s. | n.s. | n.s. | n.s. | n.s. | |||
| GT×BY | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. |
GFW, greasy fleece weight; CVAFD, coefficient of variation of average fiber diameter; YSL, yearling staple length; YSL/AFD, yearling staple length to average fiber diameter ratio; CFW/YWT0.75, clean fleece weight to metabolic yearling body weight ratio; AG, ASMx GAF; AGG, AG x GAF; GG, GAF purebred.Predicted overall means and means of fixed effects were adjusted to manage under female sex and/or management group for all wool traits, adjusted to be single-born for GFW, and were additionally adjusted to be born from adult ewe for yield. In addition to the above adjustments, GFW, CFW, YSL, and YSL/AFD were respectively adjusted to averages of 434.8, 435.3, 415.4, and 415 days of age.
***P<0.001;
**P<0.01;
*P<0.05;
n.s. not significant. Means with different levels within effects followed by the same letters are not significantly different (at P = 0.05).
Estimation of Heterosis and Comparison of True Breed Difference.
| Traits | Average of AG +GG | Means of AGG | Heterosis (%) | Estimated means of Purebred ASM | Difference (ASM-GAF) | |
|---|---|---|---|---|---|---|
| Absolute | Relative (%) | |||||
| AFD (μm) | 16.86 | 16.93 | 0.21% | 14.211 | -3.51 | -19.82% |
| GFW (kg) | 3.72 | 3.78 | 0.71% | 3.661 | -0.07 | -1.77% |
| Yield (%) | 55.48 | 53.91 | -1.42% | 61.738 | 7.81 | 14.47% |
| CFW (kg) | 2.02 | 2.09 | 1.72% | 2.172 | 0.23 | 11.68% |
| YSL (cm) | 10.09 | 10.37 | 1.39% | 9.685 | -0.44 | -4.36% |
| CVAFD (%) | 21.31 | 21.35 | 0.10% | 20.163 | -1.51 | -6.99% |
| BWT(kg) | 3.80 | 3.83 | 0.42% | 3.704 | -0.11 | -2.93% |
| WWT (kg) | 24.53 | 24.99 | 0.94% | 24.283 | -0.18 | -0.72% |
| prwADG (g/d) | 178.24 | 184.08 | 1.64% | 174.055 | -3.65 | -2.06% |
| powADG (g/d) | 36.77 | 39.72 | 4.00% | 20.315 | -21.12 | -50.97% |
| YWT (kg) | 36.15 | 37.38 | 1.70% | 31.106 | -6.34 | -16.93% |
| YSL/AFD (cm/μm) | 0.618 | 0.626 | 0.647% | 0.688 | 0.096 | 16.17% |
| CFW/YWT0.75 (g/kg) | 131.97 | 129.32 | -1.004% | 156.39 | 31.62 | 25.34% |
Heterosis (%) = 50(2 x AGG/(AG+GG)-1), estimated means of purebred ASM = 2 x AG/(H+1)–GG, and, therefore, the true breed difference(ASM-GAF) = 2(AG/(H+1)-GG).BWT, birth weight; WWT, weaning weight; prwADG, pre-weaning average daily gain; powADG, post-weaning average daily gain; YWT, yearling body weight; GFW, greasy fleece weight; CVAFD, coefficient of variation of average fiber diameter; YSL, yearling staple length; YSL/AFD, yearling staple length to average fiber diameter ratio; CFW/YWT0.75, clean fleece weight to metabolic yearling body weight ratio; AG, ASMx GAF; AGG, AG x GAF; GG, GAF purebred.