Single-cell analytical technologies: uncovering the mechanisms behind variations in immune responses.

FEBS J

Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.

Published: March 2024


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

The immune landscape varies among individuals. It determines the immune response and results in surprisingly diverse symptoms, even in response to similar external stimuli. However, the detailed mechanisms underlying such diverse immune responses have remained mostly elusive. The utilization of recently developed single-cell multimodal analysis platforms has started to answer this question. Emerging studies have elucidated several molecular networks that may explain diversity with respect to age or other factors. An elaborate interplay between inherent physical conditions and environmental conditions has been demonstrated. Furthermore, the importance of modifications by the epigenome resulting in transcriptome variation among individuals is gradually being revealed. Accordingly, epigenomes and transcriptomes are direct indicators of the medical history and dynamic interactions with environmental factors. Coronavirus disease 2019 (COVID-19) has recently become one of the most remarkable examples of the necessity of in-depth analyses of diverse responses with respect to various factors to improve treatment in severe cases and to prevent viral transmission from asymptomatic carriers. In fact, determining why some patients develop serious symptoms is still a pressing issue. Here, we review the current "state of the art" in single-cell analytical technologies and their broad applications to healthy individuals and representative diseases, including COVID-19.

Download full-text PDF

Source
http://dx.doi.org/10.1111/febs.16622DOI Listing

Publication Analysis

Top Keywords

single-cell analytical
8
analytical technologies
8
immune responses
8
technologies uncovering
4
uncovering mechanisms
4
mechanisms variations
4
immune
4
variations immune
4
responses immune
4
immune landscape
4

Similar Publications

Single-Cell Membrane Molecular Cartography Enabled by Nanoengineered VUV-LDI Mass Spectrometry Imaging.

Anal Chem

September 2025

State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China.

Deciphering the multicomponent of cell membranes at the single-cell level is critical for understanding pathological mechanisms such as tumor metastasis, yet remains technically daunting due to the membrane's nanoscale thickness and ultralow molecular abundance. Here, we introduce a surface-assisted vacuum ultraviolet laser desorption-ionization mass spectrometry imaging (SAVUVDI-MSI) platform that overcomes long-standing challenges of cytoplasmic interference and insufficient sensitivity. Leveraging the nanoscale depth profiling capability of VUV-LDI, we achieve precise ablation of a single-cell membrane.

View Article and Find Full Text PDF

Bridging Planarian Bioassays and AOP-Based Environmental Assessment: Toward Mechanistic Insights into Pollutant-Induced Disruptions.

Environ Res

September 2025

School of Geography, Earth & Environmental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom. Electronic address:

Human activities have introduced a wide range of contaminants into aquatic ecosystems, posing substantial ecological and health risks. Robust bioindicators are essential for accurately predicting these impacts. Since the early 1980s, planarians-freshwater flatworms known for their remarkable regenerative ability and neurologically relevant system-have been used in ecotoxicology, witnessing renewed scientific interest post-2010.

View Article and Find Full Text PDF

OmnibusX: A unified platform for accessible multi-omics analysis.

PLoS Comput Biol

September 2025

OmnibusXLab, OmnibusX Company Limited, Ho Chi Minh City, Vietnam.

OmnibusX is an integrated, privacy-centric platform that enables code-free multi-omics data analysis by bridging computational methodologies with user-friendly interfaces. Designed to overcome challenges posed by fragmented analytical tools and high computational barriers, OmnibusX consolidates workflows for diverse technologies - including bulk RNA-seq, single-cell RNA-seq, single-cell ATAC-seq, and spatial transcriptomics - into a single, cohesive application. The application integrates established open-source tools such as Scanpy, DESeq2, SciPy, and scikit-learn into transparent, reproducible pipelines, offering users control over analytical parameters.

View Article and Find Full Text PDF

Single-cell analysis provides critical insights into cellular heterogeneity, dynamic behaviours and microenvironmental interactions, driving advancements in precision medicine and disease mechanism research. However, traditional technologies face limitations due to low throughput, insufficient sensitivity and bottlenecks in multi-omics integration. Microdroplet printing technology, with its advantages in high-throughput single-cell encapsulation, picolitre-level reaction precision and oil-free phase contamination avoidance, has propelled single-cell analysis into a new era of high-throughput and high-dimensional resolution through deep integration with multimodal detection platforms.

View Article and Find Full Text PDF

Rolling circle amplification for next-generation molecular diagnostics, genome analysis, and spatial transcriptome profiling.

Nanoscale

September 2025

Department of Bioengineering & Nano-Bioengineering, Research Center for Bio Materials and Process Development, Incheon National University, Incheon 22012, Republic of Korea.

Rolling circle amplification (RCA) has emerged as a highly versatile and robust isothermal amplification technology, offering exceptional sensitivity, specificity, and scalability for next-generation molecular diagnostics and multi-omics research. Its ability to generate long, repetitive DNA sequences with high fidelity has made it a pivotal tool in disease diagnostics, genomic analysis, and spatial transcriptome profiling. Recent advancements have expanded RCA into various formats, including solution-phase, solid-phase, hydrogel-based, and digital RCA, enhancing its analytical performance and adaptability across diverse biological applications.

View Article and Find Full Text PDF