Global patterns of diversity and distribution in Aspergillus fungi are driven by human and environmental influences.

IF 7.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Current Biology Pub Date : 2025-09-22 Epub Date: 2025-08-22 DOI:10.1016/j.cub.2025.07.081
Olivia L Riedling, Kyle T David, Antonis Rokas
{"title":"Global patterns of diversity and distribution in Aspergillus fungi are driven by human and environmental influences.","authors":"Olivia L Riedling, Kyle T David, Antonis Rokas","doi":"10.1016/j.cub.2025.07.081","DOIUrl":null,"url":null,"abstract":"<p><p>Aspergillus fungi are key producers of pharmaceuticals, enzymes, and food products and exhibit diverse lifestyles, from saprophytes to opportunistic pathogens. The genus is divided into 28 taxonomic sections sharing traits (e.g., natural products) and lifestyles (e.g., xerophily, pathogenicity). Understanding global patterns of Aspergillus occurrence and diversity would deepen our ecological understanding and help monitor pathogens and producers of mycotoxins and diverse natural products. To identify key environmental factors influencing their geographic distributions and estimate the impact of future climate change, we trained a random forest machine learning classifier on 19,105 terrestrial occurrence records for 27 taxonomic sections and 96 environmental variables to predict distributions of each section. We found that regions with high section diversity are concentrated in temperate forests, suggesting that areas with mild seasonal variation serve as diversity hotspots. Section range estimates revealed extensive variability, and low range overlap suggests distinct niches. The top predictors of average section richness were the index of cumulative human impact, ecosystem productivity, and forested vs. non-forested ecoregions. Our future climate analyses revealed considerable variation in section range estimates in response to changing climates. Suitable habitats for some sections are predicted to expand (e.g., section Restricti) and others to contract (e.g., section Nigri) or remain stable (e.g., section Fumigati) in the next few decades. Our findings reveal that both natural and human factors influence the macroecology of Aspergillus fungi and highlight their ecological diversity, including the diversity of their responses to changing climates, which is of relevance to pathogen and mycotoxin risk assessment.</p>","PeriodicalId":11359,"journal":{"name":"Current Biology","volume":" ","pages":"4453-4466.e3"},"PeriodicalIF":7.5000,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/j.cub.2025.07.081","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/22 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Aspergillus fungi are key producers of pharmaceuticals, enzymes, and food products and exhibit diverse lifestyles, from saprophytes to opportunistic pathogens. The genus is divided into 28 taxonomic sections sharing traits (e.g., natural products) and lifestyles (e.g., xerophily, pathogenicity). Understanding global patterns of Aspergillus occurrence and diversity would deepen our ecological understanding and help monitor pathogens and producers of mycotoxins and diverse natural products. To identify key environmental factors influencing their geographic distributions and estimate the impact of future climate change, we trained a random forest machine learning classifier on 19,105 terrestrial occurrence records for 27 taxonomic sections and 96 environmental variables to predict distributions of each section. We found that regions with high section diversity are concentrated in temperate forests, suggesting that areas with mild seasonal variation serve as diversity hotspots. Section range estimates revealed extensive variability, and low range overlap suggests distinct niches. The top predictors of average section richness were the index of cumulative human impact, ecosystem productivity, and forested vs. non-forested ecoregions. Our future climate analyses revealed considerable variation in section range estimates in response to changing climates. Suitable habitats for some sections are predicted to expand (e.g., section Restricti) and others to contract (e.g., section Nigri) or remain stable (e.g., section Fumigati) in the next few decades. Our findings reveal that both natural and human factors influence the macroecology of Aspergillus fungi and highlight their ecological diversity, including the diversity of their responses to changing climates, which is of relevance to pathogen and mycotoxin risk assessment.

曲霉真菌的全球多样性和分布模式是由人类和环境影响驱动的。
曲霉真菌是药物、酶和食品的主要生产者,表现出多种多样的生活方式,从腐生植物到机会致病菌。该属分为28个分类区段,共享性状(例如,天然产物)和生活方式(例如,嗜干性,致病性)。了解全球曲霉发生和多样性的模式将加深我们对生态学的认识,并有助于监测真菌毒素和各种天然产物的病原体和生产者。为了识别影响其地理分布的关键环境因子,并估计未来气候变化的影响,我们对27个分类区段的19105个陆地发生记录和96个环境变量进行了随机森林机器学习分类器的训练,以预测每个区段的分布。研究发现,剖面多样性高的区域集中在温带森林,表明季节变化温和的地区是多样性热点地区。剖面范围估计显示了广泛的可变性,低范围重叠表明不同的生态位。平均剖面丰富度的最主要预测因子是人类累积影响指数、生态系统生产力指数和森林与非森林生态区。我们未来的气候分析显示,随着气候的变化,截面范围估计值发生了相当大的变化。预计在未来几十年,一些区段的适宜生境将扩大(如限制性区段),而另一些区段将缩小(如尼格里区段)或保持稳定(如Fumigati区段)。我们的研究结果表明,自然和人为因素都影响曲霉真菌的宏观生态,并突出了其生态多样性,包括它们对气候变化的响应的多样性,这与病原体和霉菌毒素风险评估有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Current Biology
Current Biology 生物-生化与分子生物学
CiteScore
11.80
自引率
2.20%
发文量
869
审稿时长
46 days
期刊介绍: Current Biology is a comprehensive journal that showcases original research in various disciplines of biology. It provides a platform for scientists to disseminate their groundbreaking findings and promotes interdisciplinary communication. The journal publishes articles of general interest, encompassing diverse fields of biology. Moreover, it offers accessible editorial pieces that are specifically designed to enlighten non-specialist readers.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信