Evidence map›Paper›PMID 40849079›Full record

ArticleJournal of molecular and cellular cardiology2025

A simple approach of nuclei isolation for single nucleus multiome sequencing.

Yin Wang, Di Ren, Randy Kang, Kai Zhang, Yunqian Peng, Heather Zhou, Geming Lu, Junjie Guo, Adolfo Garcia-Ocaña, Yingfeng Deng and 2 more

Abstract read
In one paragraph

Article in Journal of molecular and cellular cardiology, 2025. 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.

Yin WangDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA; Division of Cardiology, Department of Medicine, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Di RenDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Randy KangDepartment of Molecular and Cellular Endocrinology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Kai ZhangDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA; Division of Cardiology, Department of Medicine, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Yunqian PengDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Heather ZhouDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Geming LuDepartment of Molecular and Cellular Endocrinology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Junjie GuoDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Adolfo Garcia-OcañaDepartment of Molecular and Cellular Endocrinology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Yingfeng DengDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
June-Wha RheeDivision of Cardiology, Department of Medicine, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
Zhao V WangDepartment of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA. Electronic address: zhaowang@coh.org.

Funding

Integrative role of Rps6kb1 in pathological cardiac remodelingR01HL171309 · NHLBI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI Zhao Wang · 2024 to 2026
$2.5M
The Role of Adipocyte Uridine Biosynthesis in Obesity and Diabetes ProgressionR01DK126975 · NIDDK · UT SOUTHWESTERN MEDICAL CENTER · PI DENG, YINGFENG · 2020 to 2024
$2.2M
American Heart Association-American Stroke Association 24SCEFIA1255574NHLBI NIH HHS R01 HL171309NIDDK NIH HHS R01 DK126975
6 · The paper itself

Abstract

The emergence of single nucleus multiome sequencing (snMultiome-seq) technology has greatly advanced our understanding of various biological processes. However, existing experimental protocols fail to isolate high-quality nuclei from cryopreserved fibrous tissues, such as the heart, leading to low-quality downstream sequencing data. Here, we develop a simple and inexpensive approach for nuclei isolation from frozen tissues, named douncer-filter-gradient-centrifugation (DFGC). This protocol takes approximately 1.5 h to complete, including mincing (1 min), douncing (3 min), filtration (20 min), and density gradient centrifugation (40 min). To evaluate the effectiveness of the DFGC approach, we compare it with two commonly used methods for nuclei isolation - micro-beads and fluorescence-activated cell sorting (FACS). We demonstrate that the DFGC method performs in a preferred manner for the generation of both single nucleus gene expression and chromatin transposase accessibility data. We anticipate the DFGC method to be a mainstream approach for high-quality nuclei isolation in snMultiome-seq.

Indexed as

Cell NucleusAnimalsFlow CytometryHumansMiceFrozen tissueNuclei isolationSingle nucleus multiome sequencing

Identifiers

PMID40849079
PMCPMC13004070

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Registered trials

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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.