Gafen Hannah B, Liu Chin-Chi, Ineck Nikole E, Scully Clare M, Mironovich Melanie A, Taylor Christopher M, Luo Meng, Leis Marina L, Scott Erin M, Carter Renee T, Hernke David M, Paul Narayan C, Lewin Andrew C
Department of Veterinary Clinical Sciences, Louisiana State University, Skip Bertman Drive, Baton Rouge, LA, 70803, USA.
Department of Microbiology, Immunology, and Parasitology, School of Medicine, Louisiana State University, 2020 Gravier St, New Orleans, LA, 70112, USA.
Anim Microbiome. 2023 Nov 23;5(1):60. doi: 10.1186/s42523-023-00282-4.
Infectious bovine keratoconjunctivitis (IBK) is a common cause of morbidity in cattle, resulting in significant economic losses. This study aimed to characterize the bovine bacterial ocular surface microbiome (OSM) through conjunctival swab samples from Normal eyes and eyes with naturally acquired, active IBK across populations of cattle using a three-part approach, including bacterial culture, relative abundance (RA, 16 S rRNA gene sequencing), and semi-quantitative random forest modeling (real-time polymerase chain reaction (RT-PCR)).
Conjunctival swab samples were obtained from eyes individually classified as Normal (n = 376) or IBK (n = 228) based on clinical signs. Cattle unaffected by IBK and the unaffected eye in cattle with contralateral IBK were used to obtain Normal eye samples. Moraxella bovis was cultured from similar proportions of IBK (7/228, 3.07%) and Normal eyes (1/159, 0.63%) (p = 0.1481). Moraxella bovoculi was cultured more frequently (p < 0.0001) in IBK (59/228, 25.88%) than Normal (7/159, 4.40%) eyes. RA (via 16 S rRNA gene sequencing) of Actinobacteriota was significantly higher in Normal eyes (p = 0.0045). Corynebacterium variabile and Corynebacterium stationis (Actinobacteriota) were detected at significantly higher RA (p = 0.0008, p = 0.0025 respectively) in Normal eyes. Rothia nasimurium (Actinobacteriota) was detected at significantly higher RA in IBK eyes (p < 0.0001). Alpha-diversity index was not significantly different between IBK and Normal eyes (p > 0.05). Alpha-diversity indices for geographic location (p < 0.001), age (p < 0.0001), sex (p < 0.05) and breed (p < 0.01) and beta-diversity indices for geographic location (p < 0.001), disease status (p < 0.01), age (p < 0.001), sex (p < 0.001) and breed (p < 0.001) were significantly different between groups. Modeling of RT-PCR values reliably categorized the microbiome of IBK and Normal eyes; primers for Moraxella bovoculi, Moraxella bovis, and Staphylococcus spp. were consistently the most significant canonical variables in these models.
The results provide further evidence that multiple elements of the bovine bacterial OSM are altered in the context of IBK, indicating the involvement of a variety of bacteria in addition to Moraxella bovis, including Moraxella bovoculi and R. nasimurium, among others. Actinobacteriota RA is altered in IBK, providing possible opportunities for novel therapeutic interventions. While RT-PCR modeling provided limited further support for the involvement of Moraxella bovis in IBK, this was not overtly reflected in culture or RA results. Results also highlight the influence of geographic location and breed type (dairy or beef) on the bovine bacterial OSM. RT-PCR modeling reliably categorized samples as IBK or Normal.
传染性牛角膜结膜炎(IBK)是牛发病的常见原因,会导致重大经济损失。本研究旨在通过三部分方法,包括细菌培养、相对丰度(RA,16S rRNA基因测序)和半定量随机森林建模(实时聚合酶链反应(RT-PCR)),对来自正常眼睛以及自然感染活动性IBK的牛群眼睛的结膜拭子样本中的牛细菌眼表微生物群(OSM)进行特征分析。
根据临床症状,从分别分类为正常(n = 376)或IBK(n = 228)的眼睛中获取结膜拭子样本。未受IBK影响的牛以及对侧患有IBK的牛的未受影响眼睛用于获取正常眼睛样本。从相似比例的IBK眼睛(7/228,3.07%)和正常眼睛(1/159,0.63%)中培养出牛莫拉菌(p = 0.1481)。牛眼莫拉菌在IBK眼睛中的培养频率(p < 0.0001)高于正常眼睛(7/159,4.40%)(59/228,25.88%)。放线菌门的RA(通过16S rRNA基因测序)在正常眼睛中显著更高(p = 0.0045)。在正常眼睛中检测到可变棒状杆菌和驻留棒状杆菌(放线菌门)的RA显著更高(分别为p = 0.0008,p = 0.0025)。鼻罗思氏菌(放线菌门)在IBK眼睛中的RA显著更高(p < 0.0001)。IBK和正常眼睛之间的α多样性指数没有显著差异(p > 0.05)。地理位置(p < 0.001)、年龄(p < 0.0001)、性别(p < 0.05)和品种(p < 0.01)的α多样性指数以及地理位置(p < 0.001)、疾病状态(p < 0.01)、年龄(p < 0.001)、性别(p < 0.001)和品种(p < 0.001)的β多样性指数在各组之间存在显著差异。RT-PCR值的建模可靠地将IBK和正常眼睛的微生物群分类;牛眼莫拉菌、牛莫拉菌和葡萄球菌属的引物在这些模型中始终是最显著的典型变量。
结果提供了进一步证据,表明在IBK情况下,牛细菌OSM的多个元素发生了改变,这表明除了牛莫拉菌外,还有多种细菌参与其中,包括牛眼莫拉菌和鼻罗思氏菌等。放线菌门的RA在IBK中发生改变,为新型治疗干预提供了可能的机会。虽然RT-PCR建模为牛莫拉菌参与IBK提供了有限的进一步支持,但这在培养或RA结果中并未明显体现。结果还突出了地理位置和品种类型(奶牛或肉牛)对牛细菌OSM的影响。RT-PCR建模可靠地将样本分类为IBK或正常。