INNOVATIVE MULTI-OMIC STRATEGIES TO EXPLORE MICRO- AND NANOPLASTIC EFFECTS

Despite the growing concern about the ecological and health implications of micro- and nanoplastics (MNPs), current studies are often limited to single-level analyses that cannot fully capture the complexity of the biological responses involved. This lack of integrative approaches hampers the ability to identify early markers of exposure and to understand the systemic effects induced by MNPs. Here we propose the application of a multi-omic integration framework, originally validated in metabolomics and other biological contexts, as a promising strategy to address this gap. By combining supervised multiblock approaches such as PLS-DA and DIABLO with the mND metric for feature selection, this method enables the simultaneous analysis of heterogeneous datasets, highlighting coordinated molecular variations across different omic layers. Its demonstrated performance in revealing subtle patterns and improving interpretability makes it highly suitable for studying the complex and often low-dose effects associated with MNP exposure. Applying this approach to MNP research would therefore provide a powerful tool for generating mechanistic hypotheses, discovering candidate biomarkers, and ultimately strengthening risk assessment and regulatory strategies in the context of emerging contaminants.

Publication Details

Journal
Journal of Biological Research - Bollettino della Società Italiana di Biologia Sperimentale
Published
2025-10-16
DOI
https://doi.org/10.4081/jbr.2025.14568
Primary Topic
Microplastics and Plastic Pollution
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

INNOVATIVE MULTI-OMIC STRATEGIES TO EXPLORE MICRO- AND NANOPLASTIC EFFECTS

Journal of Biological Research - Bollettino della Società Italiana di Biologia Sperimentale
Microplastics and Plastic Pollution
article

INNOVATIVE MULTI-OMIC STRATEGIES TO EXPLORE MICRO- AND NANOPLASTIC EFFECTS

article en

Abstract

Despite the growing concern about the ecological and health implications of micro- and nanoplastics (MNPs), current studies are often limited to single-level analyses that cannot fully capture the complexity of the biological responses involved. This lack of integrative approaches hampers the ability to identify early markers of exposure and to understand the systemic effects induced by MNPs. Here we propose the application of a multi-omic integration framework, originally validated in metabolomics and other biological contexts, as a promising strategy to address this gap. By combining supervised multiblock approaches such as PLS-DA and DIABLO with the mND metric for feature selection, this method enables the simultaneous analysis of heterogeneous datasets, highlighting coordinated molecular variations across different omic layers. Its demonstrated performance in revealing subtle patterns and improving interpretability makes it highly suitable for studying the complex and often low-dose effects associated with MNP exposure. Applying this approach to MNP research would therefore provide a powerful tool for generating mechanistic hypotheses, discovering candidate biomarkers, and ultimately strengthening risk assessment and regulatory strategies in the context of emerging contaminants.

Journal of Biological Research - Bollettino della Società Italiana di Biologia SperimentaleVol. 98(s2)
Openalex Percentile: Top 77%
Microplastics and Plastic Pollution
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

INNOVATIVE MULTI-OMIC STRATEGIES TO EXPLORE MICRO- AND NANOPLASTIC EFFECTS · Journal of Biological Research - Bollettino della Società Italiana di Biologia Sperimentale (2025) | TGRS Research Map | TGRS