Department of Anthropology, Washington State University, Pullman, Washington, United States of America.
Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, Idaho, United States of America.
PLoS One. 2023 Aug 9;18(8):e0287839. doi: 10.1371/journal.pone.0287839. eCollection 2023.
The human milk microbiome (HMM) is hypothesized to be seeded by multiple factors, including the infant oral microbiome during breastfeeding. However, it is not known whether breastfeeding patterns (e.g., frequency or total time) impact the composition of the HMM. As part of the Mother-Infant Microbiomes, Behavior, and Ecology Study (MIMBES), we analyzed data from naturalistic observations of 46 mother-infant dyads living in the US Pacific Northwest and analyzed milk produced by the mothers for its bacterial diversity and composition. DNA was extracted from milk and the V1-V3 region of the 16S rRNA gene was amplified and sequenced. We hypothesized that number of breastfeeding bouts (breastfeeding sessions separated by >30 seconds) and total time breastfeeding would be associated with HMM α-diversity (richness, diversity, or evenness) and differential abundance of HMM bacterial genera. Multiple linear regression was used to examine associations between HMM α-diversity and the number of breastfeeding bouts or total time breastfeeding and selected covariates (infant age, maternal work outside the home, frequency of allomother physical contact with the infant, non-household caregiving network). HMM richness was inversely associated with number of breastfeeding bouts and frequency of allomother physical contact, but not total time breastfeeding. Infants' non-household caregiving network was positively associated with HMM evenness. In two ANCOM-BC analyses, abundances of 5 of the 35 most abundant genera were differentially associated with frequency of breastfeeding bouts (Bifidobacterium, Micrococcus, Pedobacter, Acidocella, Achromobacter); 5 genera (Bifidobacterium, Agreia, Pedobacter, Rugamonas, Stenotrophomonas) were associated with total time breastfeeding. These results indicate that breastfeeding patterns and infant caregiving ecology may play a role in influencing HMM composition. Future research is needed to identify whether these relationships are consistent in other populations and if they are associated with variation in the infant's gastrointestinal (including oral) microbiome.
人乳微生物组(HMM)被假设是由多种因素形成的,包括母乳喂养期间婴儿口腔微生物组。然而,尚不清楚母乳喂养模式(例如频率或总时间)是否会影响 HMM 的组成。作为母婴微生物组、行为和生态学研究(MIMBES)的一部分,我们分析了来自美国太平洋西北地区 46 对母婴对的自然观察数据,并分析了母亲所产母乳的细菌多样性和组成。从母乳中提取 DNA,扩增和测序 16S rRNA 基因的 V1-V3 区。我们假设母乳喂养次数(两次哺乳之间间隔 >30 秒)和母乳喂养总时间与 HMM α-多样性(丰富度、多样性或均匀度)和 HMM 细菌属的差异丰度有关。我们使用多元线性回归来检查 HMM α-多样性与母乳喂养次数或总时间以及选定的协变量(婴儿年龄、母亲外出工作、异亲身体接触婴儿的频率、非家庭照顾者网络)之间的关联。HMM 丰富度与母乳喂养次数和异亲身体接触频率呈负相关,而与母乳喂养总时间无关。婴儿的非家庭照顾者网络与 HMM 均匀度呈正相关。在两次 ANCOM-BC 分析中,35 个最丰富属中的 5 个属的丰度与母乳喂养次数呈差异相关(双歧杆菌、微球菌、 Pedobacter、 Acidocella、Achromobacter);5 个属(双歧杆菌、Agreia、 Pedobacter、 Rugamonas、 Stenotrophomonas)与母乳喂养总时间有关。这些结果表明,母乳喂养模式和婴儿的照护生态可能在影响 HMM 组成方面发挥作用。需要进一步的研究来确定这些关系在其他人群中是否一致,以及它们是否与婴儿胃肠道(包括口腔)微生物组的变异有关。