Evidence map›Paper›PMID 34858729›Full record

ArticleOncoimmunology2021

Deep learning model enables the discovery of a novel immunotherapeutic agent regulating the kynurenine pathway.

Jeong Hun Kim, Won Suk Lee, Hye Jin Lee, Hannah Yang, Seung Joon Lee, So Jung Kong, Soyeon Je, Hyun-Jin Yang, Jongsun Jung, Jaekyung Cheon and 3 more

Open access · goldAbstract read
In one paragraph

Article in Oncoimmunology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.7field-weighted citation impact, top 41% of its field
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

6 citing papers in PubMed, 10 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Article
  5. Article
  6. 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

13 authors at 2 institutions in 3 countries.

Jeong Hun KimLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Won Suk LeeLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Hye Jin LeeLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Hannah YangLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Seung Joon LeeLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
So Jung KongLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Soyeon JeMedical Science Study Centre, Syntekabio Inc, Seoul, South Korea.
Hyun-Jin YangMedical Science Study Centre, Syntekabio Inc, Seoul, South Korea.
Jongsun JungInsilico Clinical Trial Research Center, Syntekabio Inc, Daejeon, South Korea.
Jaekyung CheonLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Beodeul KangLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Hong Jae ChonLaboratory of Translational Immuno-Oncology, Seongnam, Korea.
Chan KimLaboratory of Translational Immuno-Oncology, Seongnam, Korea.ORCID 0000-0001-9780-6155
Translational Research in Oncology · FRSyntek Technologies (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Kynurenine (Kyn) is a key inducer of an immunosuppressive tumor microenvironment (TME). Although indoleamine 2,3-dioxygenase (IDO)-selective inhibitors have been developed to suppress the Kyn pathway, the results were not satisfactory due to the presence of various opposing mechanisms. Here, we employed an orally administered novel Kyn pathway regulator to overcome the limitation of anti-tumor immune response. We identified a novel core structure that inhibited both IDO and TDO. An orally available lead compound, STB-C017 (designated hereafter as STB), effectively inhibited the enzymatic and cellular activity of IDO and TDO

Indexed as

Deep LearningKynurenineCD8-Positive T-LymphocytesImmunotherapyIndoleamine-Pyrrole 2,3,-DioxygenaseIndoleamine-Pyrrole 2,3,-DioxygenaseKynurenine3-dioxygenasedeep learning technologyindoleamine 2Kynurenine pathwaytumor microenvironment

Identifiers

PMID34858729
PMCPMC8632076
OpenAlexW3178981994

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.