Evidence map›Paper›PMID 28649435›Full record

ArticleNPJ systems biology and applications2017

Improved prediction of PARP inhibitor response and identification of synergizing agents through use of a novel gene expression signature generation algorithm.

Daniel J McGrail, Curtis Chun-Jen Lin, Jeannine Garnett, Qingxin Liu, Wei Mo, Hui Dai, Yiling Lu, Qinghua Yu, Zhenlin Ju, Jun Yin and 4 more

Abstract read
In one paragraph

Article in NPJ systems biology and applications, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.

0numbers the graph read from it
0cells of the map it votes in
40citing 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

40 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. Article
  8. Review
  9. Molecular Management of High-Grade Serous Ovarian Carcinoma.International journal of molecular sciences · 2022
    Review
  10. Article
  11. Article
  12. Article
  13. Precision oncology for breast cancer through clinical trials.Clinical & experimental metastasis · 2022
    Review
  14. Article
  15. Review
  16. Article
  17. Transcriptomics revealsOncotarget · 2022
    Article
  18. Distinct tumor-infiltrating lymphocyte landscapes are associated with clinical outcomes in localized non-small-cell lung cancer.Annals of oncology : official journal of the European Society for Medical Oncology · 2022
    Article
  19. Review
  20. 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

14 authors.

Daniel J McGrailDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.ORCID 0000-0002-6669-6069
Curtis Chun-Jen LinDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Jeannine GarnettDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Qingxin LiuDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Wei MoDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Hui DaiDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Yiling LuDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Qinghua YuDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Zhenlin JuDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Jun YinDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Christopher P VellanoDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Bryan HennessyCentre for Systems Medicine, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2, Ireland.
Gordon B MillsDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.
Shiaw-Yih LinDepartment of Systems Biology, MD Anderson Cancer Center, Houston, TX 77030 USA.

Funding

U.T. M. D. Anderson Cancer Center SPORE in Ovarian CancerP50CA217685 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI MILLS, GORDON B. · 2017 to 2021
$7.9M
Functional and Clinical Analysis of Rak in Breast Cancer SuppressionR01CA120960 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LIN, SHIAW-YIH · 2007 to 2011
$1.3M
BRIT 1: Roles in Immortalization, Checkpoints and CancerR01CA112291 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LIN, SHIAW-YIH · 2005 to 2009
$1.3M
Training Grant in Cancer BiologyT32CA186892 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI KALLURI, RAGHU · 2016 to 2020
$1.1M
Chk2--Roles in Checkpoint and Breast Tumor SuppressionF32CA093043 · NCI · BAYLOR COLLEGE OF MEDICINE · PI LIN, SHIAW-YIH · 2001 to 2003
$78k
NCI NIH HHS F32 CA093043NCI NIH HHS P50 CA217685NCI NIH HHS R01 CA112291NCI NIH HHS R01 CA120960NCI NIH HHS T32 CA186892
6 · The paper itself

Abstract

Despite rapid advancement in generation of large-scale microarray gene expression datasets, robust multigene expression signatures that are capable of guiding the use of specific therapies have not been routinely implemented into clinical care. We have developed an iterative resampling analysis to predict sensitivity algorithm to generate gene expression sensitivity profiles that predict patient responses to specific therapies. The resultant signatures have a robust capacity to accurately predict drug sensitivity as well as the identification of synergistic combinations. Here, we apply this approach to predict response to PARP inhibitors, and show it can greatly outperforms current clinical biomarkers, including

Identifiers

PMID28649435
PMCPMC5445594

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Registered trials

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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.