Evidence map›Paper›PMID 42881293›Full record

ReviewNature protocols2026

Multiplexed single-cell reduced representation bisulfite sequencing for genome-wide DNA methylation profiling.

Fang Liu, Jian Huang, Yanhua Zheng, Lina Fu, Xuanlu Wu, Ningning Zhao, Yunfei Wang, Andreas Gnirke, Alexander Meissner, Xiaoxue Wang and 2 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Fang Liu *Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.
Jian Huang *Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.
Yanhua ZhengDepartment of Hematology, The First Hospital of China Medical University, Shenyang, China.
Lina FuInstitute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.
Xuanlu WuDepartment of Hematology, The First Hospital of China Medical University, Shenyang, China.
Ningning ZhaoInstitute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.
Yunfei WangHangzhou ShengTing Medical Technology, Hangzhou, China.
Andreas GnirkeBroad Institute of MIT and Harvard, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-5324-6387
Alexander MeissnerMax Planck Institute for Molecular Genetics, Berlin, Germany.ORCID http://orcid.org/0000-0001-8646-7469
Xiaoxue WangDepartment of Hematology, The First Hospital of China Medical University, Shenyang, China. xx-wang119@hotmail.com.
Fan ZhangInstitute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China. fzhang@cmpt.ac.cn.ORCID http://orcid.org/0000-0002-4627-7019
Hongcang GuInstitute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China. gu_hongcang@cmpt.ac.cn.ORCID http://orcid.org/0000-0002-1439-7606

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

DNA methylation is a fundamental epigenetic modification that regulates gene expression, maintains genomic integrity and defines cellular identity. Conventional bulk sequencing methods, such as reduced-representation bisulfite sequencing (RRBS), have elucidated genome-wide methylation landscapes but do not reveal cell-to-cell variation, limiting insights into methylation heterogeneity during development, differentiation and disease. Here, we present multiplexed single-cell RRBS (Msc-RRBS), a streamlined and scalable protocol for parallel DNA methylation profiling of hundreds of individual cells. All enzymatic reactions, including cell lysis, restriction digestion, end repair and adapter ligation, are carried out in a single microwell, which eliminates the need for buffer exchange and minimizes DNA loss. Short, indexed adapters are used to efficiently remove adapter dimers and enable effective purification of library DNA by magnetic bead clean-up. The workflow supports the generation of sequencing libraries from single cells, pooled cells or sub-nanogram amounts of purified genomic DNA. The full workflow, from cell sorting to sequencing-ready libraries and data analysis, requires ~6 d for one or more 96-well plates. Msc-RRBS thus provides an efficient, reproducible and high-throughput approach for dissecting cell-to-cell DNA methylation heterogeneity across diverse biological and disease contexts. The experiments require basic molecular biology skills, and primary data processing can be performed by someone with limited bioinformatics training. More advanced analyses need additional computational expertise.

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.