Evidence map›Paper›PMID 40410143›Full record

ArticleNature communications2025

Oral ENPP1 inhibitor designed using generative AI as next generation STING modulator for solid tumors.

Congying Pu, Hui Cui, Huaxing Yu, Xin Cheng, Man Zhang, Luoheng Qin, Zhilin Ning, Wen Zhang, Shan Chen, Yuhang Qian and 7 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Therapeutic targeting of the cGAS-STING pathway in human disease.The Journal of clinical investigation · 2026
    Review
  5. Review
  6. Review
  7. Review
  8. Extracellular cGAMP in health and disease.Molecular biomedicine · 2026
    Review
  9. Review
  10. Article
  11. Article
  12. Review
  13. Review
  14. Article
  15. Review
  16. 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

17 authors.

Congying Pu *Insilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Hui Cui *Insilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Huaxing Yu *Insilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Xin ChengInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Man ZhangInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Luoheng QinInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Zhilin NingInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Wen ZhangInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Shan ChenInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Yuhang QianInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Feng WangInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Ling WangInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
Xiaoxia LinInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.
David GennertInsilico Medicine US Inc,1000 Massachusetts Avenue, Suite 126, Cambridge, MA, 02138, USA.
Frank W PunInsilico Medicine Hong Kong Ltd, Unit 310, 3/F, Building 8W, Phase 2, Hong Kong Science Park, Hong Kong, China.ORCID http://orcid.org/0000-0001-8801-6645
Feng RenInsilico Medicine Shanghai Ltd, 9F, Chamtime Plaza Block C, Lane 2889, Jinke Road, Pudong New Area, Shanghai, China.ORCID http://orcid.org/0000-0001-9157-9182
Alex ZhavoronkovInsilico Medicine US Inc,1000 Massachusetts Avenue, Suite 126, Cambridge, MA, 02138, USA. alex@insilico.com.ORCID http://orcid.org/0000-0001-7067-8966

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the STING-type-I interferon pathway playing a key role in effective anti-tumor immunity, the therapeutic benefit of direct STING agonists appears limited. In this study, we use several artificial intelligence techniques and patient-based multi-omics data to show that Ectonucleotide Pyrophosphatase/Phosphodiesterase 1 (ENPP1), which hydrolyzes STING-activating cyclic GMP-AMP (cGAMP), is a safer and more effective STING-modulating target than direct STING agonism in multiple solid tumors. We then leverage our generative chemistry artificial intelligence-based drug design platform to facilitate the design of ISM5939, an orally bioavailable ENPP1-selective inhibitor capable of stabilizing extracellular cGAMP and activating bystander antigen-presenting cells without inducing either toxic inflammatory cytokine release or tumor-infiltrating T-cell death. In murine syngeneic models across cancer types, ISM5939 synergizes with targeting the PD-1/PD-L1 axis and chemotherapy in suppressing tumor growth with good tolerance. Our findings provide evidence supporting ENPP1 as an innate immune checkpoint across solid tumors and reports an AI design-aided ENPP1 inhibitor, ISM5939, as a cutting-edge STING modulator for cancer therapy, paving a path for immunotherapy advancements.

Indexed as

Membrane ProteinsNeoplasmsPhosphoric Diester HydrolasesPyrophosphatasesAdministration, OralAnimalsArtificial IntelligenceCell Line, TumorDrug DesignFemaleHumansMiceMice, Inbred C57BLNucleotides, CyclicSTING Proteincyclic guanosine monophosphate-adenosine monophosphateectonucleotide pyrophosphatase phosphodiesterase 1Membrane ProteinsNucleotides, CyclicPhosphoric Diester HydrolasesPyrophosphatasesSTING1 protein, humanSTING Protein

Identifiers

PMID40410143
PMCPMC12102218

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.