Evidence map›Paper›PMID 42801560›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

DUET-seq: An Open-Source Droplet Platform for High-Fidelity Joint Chromatin and Transcriptome Profiling Reveals Temporal Regulatory Decoupling in Single Cells.

Dong Cheng, Zijun Meng, Lan Wei, Pingjing Yang, Fanfan Zhang, Zhiyi Luo, Ting Lai, Chunli Li, Mengyao Zhao, Mengqin Xu and 7 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

17 authors.

Dong Cheng *Department of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Zijun Meng *Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.
Lan Wei *Chongqing Blood Center, Chongqing, China.
Pingjing Yang *Department of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Fanfan ZhangDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Zhiyi LuoDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Ting LaiDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Chunli LiDepartment of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Mengyao ZhaoDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Mengqin XuDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Jiaqi WangDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Linjun LiDepartment of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Huarong ChenDepartment of Anaesthesia and Intensive Care and Peter Hung Pain Research Institute, The Chinese University of Hong Kong, Hong Kong, China.ORCID https://orcid.org/0000-0003-2192-1864
Jin LiDepartment of Laboratory Medicine, The Affiliated Dazu's Hospital of Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0009-0007-4243-8923
Ailong HuangDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0000-0003-0148-7423
Youquan BuDepartment of Thoracic Surgery, Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, The First Affiliated Hospital of Chongqing Medical University, Chongqing Medical University, Chongqing, China.
Liuyang ZhaoDepartment of Infectious Diseases, Key Laboratory of Molecular Biology For Infectious Diseases (Ministry of Education), Institute For Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0000-0001-7559-5131

Funding

Chongqing Talents Program-Youth Top-notch Talents 20880Chongqing Talents Program-Youth Top-notch Talents CQYC20220512141CQMU Program for Youth Innovation in Future Medicine W0143CQMU Program for Youth Innovation in Future Medicine W0161National Natural Science Foundation of China 82372356National Natural Science Foundation of China 82372630Prevention and Control of Emerging and Major Infectious Diseases-National Science and Technology Major Project 2025ZD01905600
6 · The paper itself

Abstract

Joint profiling of chromatin accessibility and gene expression in the same cell enables direct linkage of regulatory elements to transcriptional output, but existing approaches remain limited by low co-capture sensitivity, proprietary platforms, and high costs. Here we present DUET-seq, an open-source droplet microfluidic platform for joint profiling of chromatin accessibility and gene expression from the same nucleus. DUET-seq combines programmable dissolvable dual-linker hydrogel beads with one-step intra-droplet RT-PCR to physically co-index RNA and transposed chromatin fragments, completing library preparation within 12 h. Optimization of joint reaction conditions, including suppression of residual Tn5 activity, achieves ∼3,200 genes per HEK293T cell while maintaining high-quality chromatin accessibility profiles. By providing a fully disclosed reagent-and-device ecosystem, DUET-seq enables researchers to optimize lysis and reaction chemistry for non-standard tissues without proprietary constraints. We demonstrate the platform's versatility by mapping over 14,000 cis-regulatory element-to-gene linkages in adult mouse brain and by profiling ∼29,000 nuclei across six stages of postnatal spermatogenesis, where paired measurements reveal two modes of temporal regulatory decoupling-epigenetic priming and chromatin inertia-that are inaccessible to unimodal assays. DUET-seq thus provides an accessible, cost-effective framework for joint single-nucleus multi-omic profiling, with broad applicability across developmental biology, disease epigenomics, and functional genomics.

Indexed as

biologychromatincomputational biologygene expressionrnatranscriptome

Identifiers

PMID42801560
PMCPMC13616282

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.