Fu Zhihui, Sun Lin, Wang ZhiJun, Liu Yichao, Hao Junfeng, Gao Cuiping, Ge Gentu
College of Grassland, Resources and Environment, Key Laboratory of Forage Cultivation, Processing and High Efficient Utilization of Ministry of Agriculture, and Key Laboratory of Grassland Resources, Inner Mongolia Agricultural University, Ministry of Education, Hohhot, China.
Inner Mongolia Academy of Agricultural and Animal Husbandry Sciences, Hohhot, China.
Front Microbiol. 2023 Jan 16;13:1076499. doi: 10.3389/fmicb.2022.1076499. eCollection 2022.
Italian ryegrass is less studied in northern China due to high-quality forage grass has not been fully utilized. Full utilization of high-quality forage grass helps to alleviate the shortage of forage grass in winter and spring season and guarantee stable development of livestock production. Consequently, this study was aimed to evaluate the effects of different regions in northern China on the fermentative products, bacterial community compositions, and metabolic pathways and metabolites of Italian ryegrass silage.
The Italian ryegrass was harvested from three regions (Ordos-WK; Hohhot-AK; Ulanqab-SYK) and ensiled for 60 days. Single molecule real-time (SMRT) sequencing and ultra-high performance liquid chromatography-mass spectrometry (UHPLC-MS/MS) were used to analyze bacterial communities and metabolites, respectively.
After 60 d of fermentation, the SYK group had the lowest pH (4.67), the highest lactic acid contents (95.02 g/kg DM) and largest lactic acid bacteria populations (6.66 log cfu/g FM) among the treatment groups. In addition, the SYK group had the highest abundance of (63.98%). In SYK group, isoquinoline alkaloid biosynthesis was the significantly enriched ( < 0.05) and high-impact value (0.0225) metabolic pathway. In AK group, tryptophan metabolism the was the significantly enriched ( < 0.001) and high-impact value (0.1387) metabolic pathway. In WK group, citrate cycle (TCA cycle) was the significantly enriched ( < 0.001) and high-impact value (0.1174) metabolic pathway. Further, was positively correlated with cinnamic acid, tetranor 12-HETE, D-Mannitol, (2S)-2-amino-4-methylpentanoic acid L-Leucine, guanine, isoleucyl-aspartate and 3,4-Dihydroxyphenyl propanoate, but negatively correlated with isocitrate and D-mannose.
In conclusion, this study can improve our understanding of the ensiling microbiology and metabolomics in different regions to further regulate the fermentation products and promote livestock production.
由于优质饲草未得到充分利用,中国北方对多花黑麦草的研究较少。充分利用优质饲草有助于缓解冬春季节饲草短缺问题,并保证畜牧业生产的稳定发展。因此,本研究旨在评估中国北方不同地区对多花黑麦草青贮发酵产物、细菌群落组成以及代谢途径和代谢产物的影响。
从三个地区(鄂尔多斯-WK;呼和浩特-AK;乌兰察布-SYK)收获多花黑麦草并青贮60天。分别使用单分子实时(SMRT)测序和超高效液相色谱-质谱联用(UHPLC-MS/MS)分析细菌群落和代谢产物。
发酵60天后,SYK组的pH值最低(4.67),乳酸含量最高(95.02 g/kg DM),乳酸菌数量最多(6.66 log cfu/g FM)。此外,SYK组的丰度最高(63.98%)。在SYK组中,异喹啉生物碱生物合成是显著富集(<0.05)且影响值高(0.0225)的代谢途径。在AK组中,色氨酸代谢是显著富集(<0.001)且影响值高(0.1387)的代谢途径。在WK组中,柠檬酸循环(TCA循环)是显著富集(<0.001)且影响值高(0.1174)的代谢途径。此外,与肉桂酸、四去甲12-HETE、D-甘露醇、(2S)-2-氨基-4-甲基戊酸L-亮氨酸、鸟嘌呤、异亮氨酰-天冬氨酸和3,4-二羟基苯丙酸呈正相关,但与异柠檬酸和D-甘露糖呈负相关。
总之,本研究可以增进我们对不同地区青贮微生物学和代谢组学的理解,以进一步调控发酵产物并促进畜牧业生产。