Evidence map›Paper›PMID 35030012›Full record

ArticleScience advances2022

Computer-aided design of reversible hybridization chain reaction (CAD-HCR) enables multiplexed single-cell spatial proteomics imaging.

Xiaohao Liu, Dongsheng Mao, Yuchen Song, Liucun Zhu, Albertina N Isak, Cuicui Lu, Guoli Deng, Feng Chen, Fenyong Sun, Yu Yang and 2 more

Abstract read
In one paragraph

Article in Science advances, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Article
  2. A Guide for Spatial Omics Technologies: Innovation, Evaluation, and Application.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  3. Ultrasensitive Enzyme-Free Detection of Proteins on Magnetic Beads.Journal of the American Chemical Society · 2026
    Article
  4. Review
  5. Article
  6. Article
  7. Review
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  9. Article
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  11. Article
  12. Article
  13. Article
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  15. Recent methodological advances towards single-cell proteomics.Proceedings of the Japan Academy. Series B, Physical and biological sciences · 2023
    Review
  16. Review
  17. Article
  18. Review
  19. Article
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.

Xiaohao LiuDepartment of Clinical Laboratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai 200072, China.ORCID 0000-0002-1831-3588
Dongsheng MaoCenter for Molecular Recognition and Biosensing, School of Life Sciences, Shanghai University, Shanghai 200444, China.ORCID 0000-0002-3881-0418
Yuchen SongCenter for Molecular Recognition and Biosensing, School of Life Sciences, Shanghai University, Shanghai 200444, China.
Liucun ZhuCenter for Molecular Recognition and Biosensing, School of Life Sciences, Shanghai University, Shanghai 200444, China.ORCID 0000-0002-8334-0216
Albertina N IsakCenter for Molecular Recognition and Biosensing, School of Life Sciences, Shanghai University, Shanghai 200444, China.
Cuicui LuCenter for Molecular Recognition and Biosensing, School of Life Sciences, Shanghai University, Shanghai 200444, China.
Guoli DengCenter for Molecular Recognition and Biosensing, School of Life Sciences, Shanghai University, Shanghai 200444, China.
Feng ChenDepartment of Clinical Laboratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai 200072, China.ORCID 0000-0002-1162-1684
Fenyong SunDepartment of Clinical Laboratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai 200072, China.ORCID 0000-0003-4959-7138
Yu YangInstitute of Molecular Medicine (IMM), Renji Hospital, Shanghai Jiao Tong University School of Medicine, and College of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0002-4518-3299
Xiaoli ZhuDepartment of Clinical Laboratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai 200072, China.ORCID 0000-0001-5497-4538
Weihong TanInstitute of Molecular Medicine (IMM), Renji Hospital, Shanghai Jiao Tong University School of Medicine, and College of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0002-8066-1524

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In situ spatial proteomics analysis of a single cell has not been achieved yet, mainly because of insufficient throughput and sensitivity of current techniques. Recent progress on immuno-nucleic acid amplification technology presents tremendous opportunities to address this issue. Here, we report an innovative hybridization chain reaction (HCR) technique that involves computer-aided design (CAD) and reversible assembly. CAD enables highly multiplexed HCR with a sequence database that can work in parallel, while reversible assembly enables the switching of HCR between a working state and a resting state. Thus, CAD-HCR has been successfully adopted for single-cell spatial proteomics analysis. The fluorescence signal of CAD-HCR is comparable with conventional immunofluorescence, and it is positively correlated with the abundance of target proteins, which is beneficial for the visualization of proteins. The method developed here expands the toolbox of single-cell analysis and proteomics studies, as well as the performance and application of HCR.

Identifiers

PMID35030012
PMCPMC8759754

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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.