# Spatial Differentiation of Microbial Communities in Hybrid Membrane Bioreactor (HMBR) and Their Impact on Pollutant Removal

**Authors:** Ying Li, Yuhan Liu, Qiang Liu, Wei Xiang, Jixiang Qu, Yangyang Yang, Xiulei Fan, Huixian Li, Hongmei Du

PMC · DOI: 10.3390/membranes16020068 · 2026-02-19

## TL;DR

This study explores how microbial communities in a hybrid membrane bioreactor are spatially organized and how this affects their ability to remove pollutants.

## Contribution

The study reveals spatial differentiation of microbial communities in HMBRs and links it to specific pollutant removal functions.

## Key findings

- Suspended sludge has the highest microbial species richness, while media surfaces host nitrifying bacteria like Pseudomonas and Comamonas.
- Phosphorus-accumulating organisms are most abundant on suspended media surfaces, indicating a division of labor in the system.
- Denitrification is primarily driven by microbes in suspended sludge flocs and membrane surfaces.

## Abstract

A hybrid membrane bioreactor (HMBR) enhances treatment performance by simultaneously utilizing organisms on both suspended and attached sludge, yet the microbial mechanisms underpinning their efficiency remain poorly understood. In this study, we investigate spatial variability within microbial communities in HMBRs and correlate this factor with pollutant removal capacity. High-throughput sequencing results revealed significant differences in community structure between suspended sludge, suspended media surfaces, and membrane module surfaces. Suspended sludge exhibited the highest species richness, whereas microbial communities on suspended media resembled those within the sludge, contrasting markedly with membrane surface communities. Key functional groups were enriched at specific locations: Pseudomonas and Comamonas dominate the surface of the suspension culture medium and participate in nitrification; phosphorus-accumulating organisms (PAOs), primarily from the Flavobacteriales and Planctomycetaceae phyla, were most abundant on suspended media surfaces. This spatial partitioning of functional microbes indicates cooperative division of labor. Media surfaces serve as primary sites for nitrification and phosphorus removal, whilst suspended sludge flocs and membrane module surfaces are the principal contributors to denitrification. The results of this study provide microbiological evidence for optimizing HMBR design and operation, confirming that spatial community structure is a key factor influencing performance.

## Linked entities

- **Species:** Pseudomonas (taxon 286), Comamonas (taxon 283), Flavobacteriales (taxon 200644), Planctomycetaceae (taxon 126)

## Full-text entities

- **Diseases:** PAOs (MESH:D010760), HMBR (MESH:D015433), injury to (MESH:D014947)
- **Chemicals:** CODCr (-), PVDF (MESH:C024865), glucose (MESH:D005947), agarose (MESH:D012685), nitrogen (MESH:D009584), carbon (MESH:D002244), phosphorus (MESH:D010758), Oxygen (MESH:D010100), Potassium Dichromate (MESH:D011192), water (MESH:D014867), TN (MESH:C009497)
- **Species:** Flavobacteriales (order) [taxon 200644], Homo sapiens (human, species) [taxon 9606], Burkholderiales (order) [taxon 80840], Paramecium (genus) [taxon 5884], PX clade (clade) [taxon 569578], Pseudomonas (RNA similarity group I, genus) [taxon 286], Vorticella (genus) [taxon 60849], Flavobacterium (genus) [taxon 237], Halomonas (genus) [taxon 2745], Comamonas (genus) [taxon 283], activated sludge metagenome (species) [taxon 942017], Actinomycetota (actinobacteria, phylum) [taxon 201174]

## Figures

13 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12942007/full.md

---
Source: https://tomesphere.com/paper/PMC12942007