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通过在恶劣的牧场环境中饲养的具有不同遗传背景的山羊的粪便近红外光谱预测杜松( Juniperus spp.)的消耗。

Genetic background of juniper (Juniperus spp.) consumption predicted by fecal near-infrared spectroscopy in divergently selected goats raised in harsh rangeland environments.

机构信息

Purdue University, West Lafayette, IN, USA.

Texas A&M AgriLife Research and Extension Center, San Angelo, TX, USA.

出版信息

BMC Genomics. 2024 Jan 24;25(1):107. doi: 10.1186/s12864-024-10009-7.

Abstract

BACKGROUND

Junipers (Juniperus spp.) are woody native, invasive plants that have caused encroachment problems in the U.S. western rangelands, decreasing forage productivity and biodiversity. A potential solution to this issue is using goats in targeted grazing programs. However, junipers, which grow in dry and harsh environmental conditions, use chemical defense mechanisms to deter herbivores. Therefore, genetically selecting goats for increased juniper consumption is of great interest for regenerative rangeland management. In this context, the primary objectives of this study were to: 1) estimate variance components and genetic parameters for predicted juniper consumption in divergently selected Angora (ANG) and composite Boer x Spanish (BS) goat populations grazing on Western U.S. rangelands; and 2) to identify genomic regions, candidate genes, and biological pathways associated with juniper consumption in these goat populations.

RESULTS

The average juniper consumption was 22.4% (± 18.7%) and 7.01% (± 12.1%) in the BS and ANG populations, respectively. The heritability estimates (realized heritability within parenthesis) for juniper consumption were 0.43 ± 0.02 (0.34 ± 0.06) and 0.19 ± 0.03 (0.13 ± 0.03) in BS and ANG, respectively, indicating that juniper consumption can be increased through genetic selection. The repeatability values of predicted juniper consumption were 0.45 for BS and 0.28 for ANG. A total of 571 significant SNP located within or close to 231 genes in BS, and 116 SNP related to 183 genes in ANG were identified based on the genome-wide association analyses. These genes are primarily associated with biological pathways and gene ontology terms related to olfactory receptors, intestinal absorption, and immunity response.

CONCLUSIONS

These findings suggest that juniper consumption is a heritable trait of polygenic inheritance influenced by multiple genes of small effects. The genetic parameters calculated indicate that juniper consumption can be genetically improved in both goat populations.

摘要

背景

杜松(Juniperus spp.)是一种木本原生、入侵植物,在美国西部牧场造成了侵占问题,降低了饲料生产力和生物多样性。解决这个问题的一个潜在方法是在有针对性的放牧计划中使用山羊。然而,生长在干燥和恶劣环境条件下的杜松使用化学防御机制来阻止食草动物。因此,选择对杜松消耗增加的山羊进行基因选择对于再生牧场管理非常重要。在这种情况下,本研究的主要目标是:1)估计在放牧美国西部牧场的两种不同选择的安哥拉(ANG)和复合波比尔 x 西班牙(BS)山羊群体中预测的杜松消耗的方差分量和遗传参数;2)确定与这些山羊群体中杜松消耗相关的基因组区域、候选基因和生物学途径。

结果

BS 和 ANG 群体中杜松的平均消耗量分别为 22.4%(±18.7%)和 7.01%(±12.1%)。杜松消耗的遗传力估计值(括号内为实际遗传力)分别为 BS 中的 0.43±0.02(0.34±0.06)和 ANG 中的 0.19±0.03(0.13±0.03),表明可以通过遗传选择提高杜松消耗。BS 的预测杜松消耗的可重复性值为 0.45,ANG 为 0.28。基于全基因组关联分析,在 BS 中确定了 571 个位于 231 个基因内或附近的显著 SNP,以及 ANG 中 116 个与 183 个基因相关的 SNP。这些基因主要与嗅觉受体、肠道吸收和免疫反应相关的生物学途径和基因本体术语有关。

结论

这些发现表明,杜松消耗是一种多基因遗传的可遗传特征,受多个小效应基因的影响。计算出的遗传参数表明,BS 和 ANG 中的杜松消耗都可以通过基因改良。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13a2/10809474/33291766a097/12864_2024_10009_Fig1_HTML.jpg

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