Jing Zhang , Ruiyi Jin , Liuxu Dong , Chunli Yu , Wei Luo , Yao Hu , Yuqin Zhang , Wei Zhang , Jin Liu , Wenguang Zhou , Shengxi Shao
{"title":"Sticky or thrifty: Divergence in extracellular glycometabolic architecture underpins contrasting fungal bioflocculation strategies","authors":"Jing Zhang , Ruiyi Jin , Liuxu Dong , Chunli Yu , Wei Luo , Yao Hu , Yuqin Zhang , Wei Zhang , Jin Liu , Wenguang Zhou , Shengxi Shao","doi":"10.1016/j.watres.2025.124126","DOIUrl":null,"url":null,"abstract":"<div><div>Fungal-assisted bioflocculation is attracting attention as a chemical-free route for algal bloom mitigation and pollutants sequestration, but its species-specific traits that govern performance remain poorly quantified, hindering rational strain selection and scale-up. Here, we systematically compared three phylogenetically distinct fungi <em>Aspergillus oryzae, Aspergillus niger</em> and <em>Pleurotus ostreatus</em> interacting with the model cyanobacterium <em>Synechocystis</em> sp. PCC 6803 under bench-scale conditions relevant to drinking-water treatment. Despite producing the highest extracellular polymeric substances (EPS, 213.6 mg/g), <em>Pleurotus ostreatus</em> (Basidiomycota) achieved a 23 % lower harvesting efficiency than <em>Aspergillus oryzae</em> (150.1 mg/g). Quantitative EPS profiling revealed that mannose/galactose-rich glycoproteins in <em>Aspergillus oryzae</em> and ribose-enriched matrices in <em>Aspergillus niger</em> promoted microalgal adhesion, whereas the glucose-dense, storage-oriented EPS of <em>Pleurotus ostreatus</em> limited interfacial activity. Calcium addition further enhanced <em>Aspergillus oryzae</em> removal but impeded <em>Pleurotus ostreatus</em>, indicating clade-specific Ca<sup>2+</sup>-protein bridging mechanisms. Phylogenomic analysis traced these functional divergences to glycometabolic adaptations predating the Ascomycota–Basidiomycota split. We propose a layer-resolved EPS model: Ascomycota evolved surface-active glycan architectures for immediate cell capture, whereas Basidiomycota relies on protein networks that function primarily after surface disruption. This evolutionary-functional framework delivers quantifiable selection criteria, EPS sugar signature, Ca<sup>2+</sup>/protease responsiveness and peripheral thickness, that enable rational fungal selection for scalable and sustainable bioflocculants suitable for modern water-treatment applications.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"285 ","pages":"Article 124126"},"PeriodicalIF":11.4000,"publicationDate":"2025-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Research","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0043135425010334","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0
Abstract
Fungal-assisted bioflocculation is attracting attention as a chemical-free route for algal bloom mitigation and pollutants sequestration, but its species-specific traits that govern performance remain poorly quantified, hindering rational strain selection and scale-up. Here, we systematically compared three phylogenetically distinct fungi Aspergillus oryzae, Aspergillus niger and Pleurotus ostreatus interacting with the model cyanobacterium Synechocystis sp. PCC 6803 under bench-scale conditions relevant to drinking-water treatment. Despite producing the highest extracellular polymeric substances (EPS, 213.6 mg/g), Pleurotus ostreatus (Basidiomycota) achieved a 23 % lower harvesting efficiency than Aspergillus oryzae (150.1 mg/g). Quantitative EPS profiling revealed that mannose/galactose-rich glycoproteins in Aspergillus oryzae and ribose-enriched matrices in Aspergillus niger promoted microalgal adhesion, whereas the glucose-dense, storage-oriented EPS of Pleurotus ostreatus limited interfacial activity. Calcium addition further enhanced Aspergillus oryzae removal but impeded Pleurotus ostreatus, indicating clade-specific Ca2+-protein bridging mechanisms. Phylogenomic analysis traced these functional divergences to glycometabolic adaptations predating the Ascomycota–Basidiomycota split. We propose a layer-resolved EPS model: Ascomycota evolved surface-active glycan architectures for immediate cell capture, whereas Basidiomycota relies on protein networks that function primarily after surface disruption. This evolutionary-functional framework delivers quantifiable selection criteria, EPS sugar signature, Ca2+/protease responsiveness and peripheral thickness, that enable rational fungal selection for scalable and sustainable bioflocculants suitable for modern water-treatment applications.
期刊介绍:
Water Research, along with its open access companion journal Water Research X, serves as a platform for publishing original research papers covering various aspects of the science and technology related to the anthropogenic water cycle, water quality, and its management worldwide. The audience targeted by the journal comprises biologists, chemical engineers, chemists, civil engineers, environmental engineers, limnologists, and microbiologists. The scope of the journal include:
•Treatment processes for water and wastewaters (municipal, agricultural, industrial, and on-site treatment), including resource recovery and residuals management;
•Urban hydrology including sewer systems, stormwater management, and green infrastructure;
•Drinking water treatment and distribution;
•Potable and non-potable water reuse;
•Sanitation, public health, and risk assessment;
•Anaerobic digestion, solid and hazardous waste management, including source characterization and the effects and control of leachates and gaseous emissions;
•Contaminants (chemical, microbial, anthropogenic particles such as nanoparticles or microplastics) and related water quality sensing, monitoring, fate, and assessment;
•Anthropogenic impacts on inland, tidal, coastal and urban waters, focusing on surface and ground waters, and point and non-point sources of pollution;
•Environmental restoration, linked to surface water, groundwater and groundwater remediation;
•Analysis of the interfaces between sediments and water, and between water and atmosphere, focusing specifically on anthropogenic impacts;
•Mathematical modelling, systems analysis, machine learning, and beneficial use of big data related to the anthropogenic water cycle;
•Socio-economic, policy, and regulations studies.