Evidence map›Paper›PMID 40917101›Full record

ReviewAnalytical science advances2025

Frontier Technologies in Single-Cell Analysis: Synergistic Fusion of Droplet Printing and High-Performance Detection System.

Qi Zhang, Jiahao Li, Yuqing Zhang, Hongsheng Zhang, Cong Wang, Qiang Ma

Abstract readReview
In one paragraph

Review in Analytical science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

6 authors.

Qi ZhangChinese Academy of Quality and Inspection & Testing Beijing China.
Jiahao LiChinese Academy of Quality and Inspection & Testing Beijing China.
Yuqing ZhangChinese Academy of Quality and Inspection & Testing Beijing China.
Hongsheng ZhangBeijing Key Laboratory of Microstructure and Properties of Solids Faculty of Materials and Manufacturing Beijing University of Technology Beijing China.
Cong WangBeijing Key Laboratory of Microstructure and Properties of Solids Faculty of Materials and Manufacturing Beijing University of Technology Beijing China.
Qiang MaChinese Academy of Quality and Inspection & Testing Beijing China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-cell analysis provides critical insights into cellular heterogeneity, dynamic behaviours and microenvironmental interactions, driving advancements in precision medicine and disease mechanism research. However, traditional technologies face limitations due to low throughput, insufficient sensitivity and bottlenecks in multi-omics integration. Microdroplet printing technology, with its advantages in high-throughput single-cell encapsulation, picolitre-level reaction precision and oil-free phase contamination avoidance, has propelled single-cell analysis into a new era of high-throughput and high-dimensional resolution through deep integration with multimodal detection platforms. This review systematically elaborates on the theoretical framework, diverse technical systems and multi-dimensional application scenarios of microdroplet printing technology. It further dissects the deep coupling mechanisms between this technology and multimodal detection platforms such as including mass spectrometry, Raman spectroscopy, fluorescence and ultraviolet detectors, as well as its unique advantages in single-cell analysis. Such cross-technology integration has significantly accelerated innovation in fields such as single-cell drug screening and multi-omics analysis, marking a significant leap in the evolution of single-cell analytical methodologies.

Indexed as

droplethigh‐performance detectionprintingsingle cell

Identifiers

PMID40917101
PMCPMC12413900

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.