Nicholas T. Minahan , Chi-Hsien Chen , Yu-Chen Chuang , Yue Leon Guo
{"title":"儿童上呼吸道真菌菌群、学校空气真菌菌群和周围绿化之间的关系","authors":"Nicholas T. Minahan , Chi-Hsien Chen , Yu-Chen Chuang , Yue Leon Guo","doi":"10.1016/j.scitotenv.2025.179951","DOIUrl":null,"url":null,"abstract":"<div><div>Fungal spores are ubiquitous in the air, shaped by landscape and climate, and are known contributors to respiratory allergy in children. However, the contribution of airborne fungi to the upper respiratory tract (URT) mycobiome in children remains poorly understood, as does the influence of natural landscape on this exposure. This study investigated associations between children's URT mycobiome, the school air mycobiome, and surrounding greenness. Two study waves were conducted one year apart at 44 schools around Taiwan. Each wave included passive air sampling across classrooms to characterize school-wide fungal exposure, along with nasal and oropharyngeal swab collection from 78 boys. Fungal genus abundance was estimated using high-throughput sequencing and quantitative PCR targeting the ITS2 region, with URT data normalized to human DNA content. Greenness was estimated using the normalized difference vegetation index within a 10-km buffer around each school. Pearson correlation and linear mixed-effect models were used to examine associations. <em>Cladosporium</em> and <em>Malassezia</em> were the most abundant genera in nasal and oral samples. Nasal abundance of <em>Cladosporium</em> was positively associated with its school air abundance, and similar associations were observed for <em>Bjerkandera</em>, <em>Curvularia</em>, <em>Phlebia</em>, <em>Scopuloides</em>, <em>Sertulicium</em>, <em>Sporobolomyces</em>, <em>Wallemia</em>, and <em>Xylodon</em>. Oropharyngeal abundances of <em>Cladosporium</em> and <em>Malassezia</em> were more strongly associated with nasal than airborne abundances. Greenness surrounding schools was positively associated with the airborne abundance of <em>Bjerkandera</em>, <em>Scopuloides</em>, <em>Sertulicium</em>, <em>Sporobolomyces</em>, and <em>Xylodon</em>. These findings suggest that the air and nasal mycobiomes may be related and that natural landscape may influence children's respiratory fungal exposure.</div></div>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":"991 ","pages":"Article 179951"},"PeriodicalIF":8.0000,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Associations between children's upper respiratory tract mycobiome, school air mycobiome, and surrounding greenness\",\"authors\":\"Nicholas T. Minahan , Chi-Hsien Chen , Yu-Chen Chuang , Yue Leon Guo\",\"doi\":\"10.1016/j.scitotenv.2025.179951\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Fungal spores are ubiquitous in the air, shaped by landscape and climate, and are known contributors to respiratory allergy in children. However, the contribution of airborne fungi to the upper respiratory tract (URT) mycobiome in children remains poorly understood, as does the influence of natural landscape on this exposure. This study investigated associations between children's URT mycobiome, the school air mycobiome, and surrounding greenness. Two study waves were conducted one year apart at 44 schools around Taiwan. Each wave included passive air sampling across classrooms to characterize school-wide fungal exposure, along with nasal and oropharyngeal swab collection from 78 boys. Fungal genus abundance was estimated using high-throughput sequencing and quantitative PCR targeting the ITS2 region, with URT data normalized to human DNA content. Greenness was estimated using the normalized difference vegetation index within a 10-km buffer around each school. Pearson correlation and linear mixed-effect models were used to examine associations. <em>Cladosporium</em> and <em>Malassezia</em> were the most abundant genera in nasal and oral samples. Nasal abundance of <em>Cladosporium</em> was positively associated with its school air abundance, and similar associations were observed for <em>Bjerkandera</em>, <em>Curvularia</em>, <em>Phlebia</em>, <em>Scopuloides</em>, <em>Sertulicium</em>, <em>Sporobolomyces</em>, <em>Wallemia</em>, and <em>Xylodon</em>. Oropharyngeal abundances of <em>Cladosporium</em> and <em>Malassezia</em> were more strongly associated with nasal than airborne abundances. Greenness surrounding schools was positively associated with the airborne abundance of <em>Bjerkandera</em>, <em>Scopuloides</em>, <em>Sertulicium</em>, <em>Sporobolomyces</em>, and <em>Xylodon</em>. These findings suggest that the air and nasal mycobiomes may be related and that natural landscape may influence children's respiratory fungal exposure.</div></div>\",\"PeriodicalId\":422,\"journal\":{\"name\":\"Science of the Total Environment\",\"volume\":\"991 \",\"pages\":\"Article 179951\"},\"PeriodicalIF\":8.0000,\"publicationDate\":\"2025-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Science of the Total Environment\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0048969725015918\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Science of the Total Environment","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0048969725015918","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Associations between children's upper respiratory tract mycobiome, school air mycobiome, and surrounding greenness
Fungal spores are ubiquitous in the air, shaped by landscape and climate, and are known contributors to respiratory allergy in children. However, the contribution of airborne fungi to the upper respiratory tract (URT) mycobiome in children remains poorly understood, as does the influence of natural landscape on this exposure. This study investigated associations between children's URT mycobiome, the school air mycobiome, and surrounding greenness. Two study waves were conducted one year apart at 44 schools around Taiwan. Each wave included passive air sampling across classrooms to characterize school-wide fungal exposure, along with nasal and oropharyngeal swab collection from 78 boys. Fungal genus abundance was estimated using high-throughput sequencing and quantitative PCR targeting the ITS2 region, with URT data normalized to human DNA content. Greenness was estimated using the normalized difference vegetation index within a 10-km buffer around each school. Pearson correlation and linear mixed-effect models were used to examine associations. Cladosporium and Malassezia were the most abundant genera in nasal and oral samples. Nasal abundance of Cladosporium was positively associated with its school air abundance, and similar associations were observed for Bjerkandera, Curvularia, Phlebia, Scopuloides, Sertulicium, Sporobolomyces, Wallemia, and Xylodon. Oropharyngeal abundances of Cladosporium and Malassezia were more strongly associated with nasal than airborne abundances. Greenness surrounding schools was positively associated with the airborne abundance of Bjerkandera, Scopuloides, Sertulicium, Sporobolomyces, and Xylodon. These findings suggest that the air and nasal mycobiomes may be related and that natural landscape may influence children's respiratory fungal exposure.
期刊介绍:
The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere.
The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.