Evidence map›Paper›PMID 41917188›Full record

ArticleNature aging2026

Multiomic single-cell perturbation screens reveal critical lncRNA regulators of senescence.

Shouxuan Zhu, Sunyang Ying, Donghong Cai, Ya Ren, Luoxi Wang, Zhi Qi, Vera Gorbunova, Jing-Dong J Han

Abstract read
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In one paragraph

Article in Nature aging, 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

8 authors.

Shouxuan Zhu *Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China.
Sunyang Ying *Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China.ORCID http://orcid.org/0000-0001-6185-6695
Donghong CaiPeking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China.
Ya RenPeking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China.
Luoxi WangPeking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China.ORCID http://orcid.org/0009-0005-7568-814X
Zhi QiPeking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China.ORCID http://orcid.org/0000-0002-1572-9721
Vera GorbunovaDepartments of Biology and Medicine, University of Rochester, Rochester, NY, USA.
Jing-Dong J HanPeking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology (CQB), Peking University, Beijing, China. jackie.han@pku.edu.cn.ORCID http://orcid.org/0000-0002-9270-7139

Funding

National Natural Science Foundation of China (National Science Foundation of China) 32330017National Natural Science Foundation of China (National Science Foundation of China) 92374207Natural Science Foundation of Beijing Municipality (Beijing Natural Science Foundation) IS23077
6 · The paper itself

Abstract

Long noncoding RNAs (lncRNAs) regulate transcriptional and epigenetic programs during aging and senescence. However, no comprehensive studies have systematically integrated multilayered analyses to reveal their diverse regulatory roles. Moreover, lncRNAs with therapeutic potential in age-related diseases remain unexplored. Here we systematically perturbed 32 high-abundance aging- and senescence-associated lncRNAs (PtbAlncs) using a Perturb-seq-based CRISPR-dCas9-KRAB knockdown system coupled with single-nucleus multiomics profiling, enabling simultaneous transcriptomic and chromatin accessibility analysis. This analysis uncovered essential roles for previously uncharacterized lncRNAs in senescence regulation, validated computationally and experimentally. These lncRNAs modulate distinct single-cell RNA-sequencing modules through diverse yet overlapping epigenetic motifs in single-cell ATAC-sequencing modules. Among them, HOTAIRM1, a DNA repair-associated PtbAlnc, stabilizes DNA repair by cooperating with BANF1 and p53 at double-strand break loci within condensates. Its deficiency impairs DNA repair and triggers p53-mediated senescence. In aged mouse lungs, adeno-associated virus-mediated HOTAIRM1 overexpression reduced fibrosis, alleviated tissue damage, and promoted cellular proliferation, underscoring its therapeutic potential.

Indexed as

AgingCellular SenescenceRNA, Long NoncodingAnimalsDNA RepairEpigenesis, GeneticHumansMiceMultiomicsSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTumor Suppressor Protein p53RNA, Long NoncodingTumor Suppressor Protein p53

Identifiers

PMID41917188

What Socratic 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 Socratic graph.