Evidence map›Paper›PMID 34117053›Full record

ArticleScience advances2021

High-throughput functional screening for next-generation cancer immunotherapy using droplet-based microfluidics.

Yuan Wang, Ruina Jin, Bingqing Shen, Na Li, He Zhou, Wei Wang, Yingjie Zhao, Mengshi Huang, Pan Fang, Shanshan Wang and 9 more

Abstract read
In one paragraph

Article in Science advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers.

0numbers the graph read from it
0cells of the map it votes in
62citing 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

62 citing papers in PubMed.

  1. Review
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  8. Oncolytic virus-induced IL-1βJournal for immunotherapy of cancer · 2025
    Article
  9. Article
  10. Review
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  12. Review
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  14. Review
  15. Article
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  18. Article
  19. Single-cell data-driven design of armed oncolytic virus to boost cooperative innate-adaptive immunity against cancer.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Article
  20. A Machine Vision Perspective on Droplet-Based Microfluidics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article

2 more citing papers are in PubMed but not listed here.

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

19 authors.

Yuan WangState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0002-2382-8770
Ruina JinState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0003-3059-456X
Bingqing ShenHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0002-4207-4898
Na LiState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0001-7429-1136
He ZhouHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0002-7936-6157
Wei WangShanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai, China.ORCID http://orcid.org/0000-0002-8335-8205
Yingjie ZhaoShanghai Institute of Immunology, Faculty of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China.ORCID http://orcid.org/0000-0001-7170-2403
Mengshi HuangHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0002-3569-4765
Pan FangHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0003-4385-9942
Shanshan WangHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0003-2323-6684
Pascaline MaryHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0001-9436-4101
Ruikun WangState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0002-1744-4324
Peixiang MaShanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai, China.ORCID http://orcid.org/0000-0001-6794-1663
Ruonan LiState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0003-1518-2241
Yujie TianState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0002-4466-8833
Youjia CaoState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China.ORCID http://orcid.org/0000-0003-2077-1999
Fubin LiShanghai Institute of Immunology, Faculty of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China.ORCID http://orcid.org/0000-0001-6268-3378
Liang SchweizerHiFiBiO (Shanghai) Co. Ltd., Shanghai, China.ORCID http://orcid.org/0000-0002-0903-4077
Hongkai ZhangState Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China. hongkai@nankai.edu.cn.ORCID http://orcid.org/0000-0003-2186-5508

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Currently, high-throughput approaches are lacking in the isolation of antibodies with functional readouts beyond simple binding. This situation has impeded the next generation of cancer immunotherapeutics, such as bispecific T cell engager (BiTE) antibodies or agonist antibodies against costimulatory receptors, from reaching their full potential. Here, we developed a highly efficient droplet-based microfluidic platform combining a lentivirus transduction system that enables functional screening of millions of antibodies to identify potential hits with desired functionalities. To showcase the capacity of this system, functional antibodies for CD40 agonism with low frequency (<0.02%) were identified with two rounds of screening. Furthermore, the versatility of the system was demonstrated by combining an anti-Her2 × anti-CD3 BiTE antibody library with functional screening, which enabled efficient identification of active anti-Her2 × anti-CD3 BiTE antibodies. The platform could revolutionize next-generation cancer immunotherapy drug development and advance medical research.

Identifiers

PMID34117053
PMCPMC8195480

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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.