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Updated: Jul 11, 2026

Single-cell Gene Expression Using Multiplex RT-qPCR to Characterize Heterogeneity of Rare Lymphoid Populations
Published on: January 19, 2017
Pan-cancer single-cell dissection reveals phenotypically distinct B cell subtypes.
Yu Yang1, Xueyan Chen1, Jieying Pan2
1Biomedical Pioneering Innovation Center (BIOPIC), Academy for Advanced Interdisciplinary Studies, and School of Life Sciences, Peking University, Beijing 100871, China.
This study reveals diverse tumor-infiltrating B cells (TIBs) across cancers, identifying novel prognostic subsets like tumor-associated atypical B cells (TAABs) that predict immunotherapy response.
Area of Science:
- Immunology
- Oncology
- Bioinformatics
Background:
- Tumor-infiltrating B cells (TIBs) play a complex role in cancer development.
- Understanding TIB heterogeneity is crucial for cancer research and therapy.
Purpose of the Study:
- To create a comprehensive resource of human B cells from diverse cancer types.
- To characterize TIB heterogeneity and identify novel tumor-enriched subpopulations.
- To assess the prognostic and predictive potential of identified TIB subsets.
Main Methods:
- Integration of single-cell RNA sequencing data from 649 cancer patients.
- Analysis of B cell abundance, subtype composition, and isotype distribution.
- Identification and characterization of tumor-enriched B cell subpopulations.
Main Results:
- Substantial heterogeneity in TIB abundance and composition was observed across 19 cancer types.
- Immunoglobulin G (IgG)-skewness in antibody-secreting cell isotypes was noted.
- Two novel tumor-enriched subpopulations, stress-response memory B cells and tumor-associated atypical B cells (TAABs), were identified.
- TAABs exhibit high clonal expansion, proliferative capacity, and interaction with CD4 T cells, predicting immunotherapy response.
Conclusions:
- This study provides a valuable resource for understanding B cell diversity in cancer.
- Identified TIB subsets, particularly TAABs, have significant prognostic and predictive value.
- Findings lay the groundwork for further exploration of B cell functions in oncology.
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