Evidence map›Paper›PMID 30256787›Full record

ArticlePLoS genetics2018

Mechanisms of acquired resistance to rapalogs in metastatic renal cell carcinoma.

Lana Hamieh, Toni K Choueiri, Barbara Ogórek, Damir Khabibullin, Daniel Rosebrock, Dimitri Livitz, Andre Fay, Jean-Christophe Pignon, David F McDermott, Neeraj Agarwal and 3 more

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.5field-weighted citation impact, top 17% 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

10 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Late failure of Everolimus in a patient with tuberous sclerosis complex after 10 years of effective response: an illustrative case.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2025
    Article
  3. Article
  4. Unconventional mechanism of action and resistance to rapalogs in renal cancer.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  5. Review
  6. Investigating the Role ofInternational journal of molecular sciences · 2023
    Article
  7. Review
  8. Article
  9. Article
  10. Essential Oil Composition ofMolecules (Basel, Switzerland) · 2019
    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 4 institutions in 2 countries.

Lana HamiehDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Toni K ChoueiriDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.ORCID 0000-0002-9201-3217
Barbara OgórekDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Damir KhabibullinDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Daniel RosebrockCancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States of America.
Dimitri LivitzCancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States of America.
Andre FayDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Jean-Christophe PignonDepartment of Medicine, Harvard Medical School, Boston, MA, United States of America.ORCID 0000-0002-9627-4078
David F McDermottDepartment of Medicine, Harvard Medical School, Boston, MA, United States of America.
Neeraj AgarwalDivision of Medical Oncology, University of Utah Huntsman Cancer Institute, Salt Lake City, UT, United States of America.
Wenhua GaoDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Sabina SignorettiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States of America.
David J KwiatkowskiDepartment of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.ORCID 0000-0002-5668-5219
Brigham and Women's Hospital · USBroad Institute · USBeth Israel Deaconess Medical Center · USUniversity of Utah · US

Funding

Treating the P13-Kinase/AKTP50CA101942 · NCI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Wanling Xie · 2003 to 2026
$53.4M
Genetic Predictors of Response to mTOR inhibitors in advanced Renal CancerR21CA191687 · NCI · DANA-FARBER CANCER INST · PI CHOUEIRI, TONI, KWIATKOWSKI, DAVID J. · 2015 to 2016
$421k
NCI NIH HHS P50 CA101942NCI NIH HHS R21 CA191687
6 · The paper itself

Abstract

The mechanistic target of rapamycin (mTOR) is an established therapeutic target in renal cell carcinoma (RCC). Mechanisms of secondary resistance to rapalog therapy in RCC have not been studied previously. We identified six patients with metastatic RCC who initially responded to mTOR inhibitor therapy and then progressed, and had pre-treatment and post-treatment tumor samples available for analysis. We performed deep whole exome sequencing on the paired tumor samples and a blood sample. Sequence data was analyzed using Mutect, CapSeg, Absolute, and Phylogic to identify mutations, copy number changes, and their changes over time. We also performed in vitro functional assays on PBRM1 in RCC cell lines. Five patients had clear cell and one had chromophobe RCC. 434 somatic mutations in 416 genes were identified in the 12 tumor samples. 201 (46%) of mutations were clonal in both samples while 129 (30%) were acquired in the post-treatment samples. Tumor heterogeneity or sampling issues are likely to account for some mutations that were acquired in the post-treatment samples. Three samples had mutations in TSC1; one in PTEN; and none in MTOR. PBRM1 was the only gene in which mutations were acquired in more than one post-treatment sample. We examined the effect of PBRM1 loss in multiple RCC cell lines, and could not identify any effect on rapalog sensitivity in in vitro culture assays. We conclude that mTOR pathway gene mutations did not contribute to rapalog resistance development in these six patients with advanced RCC. Furthermore, mechanisms of resistance to rapalogs in RCC remain unclear and our results suggest that PBRM1 loss may contribute to sensitivity through complex transcriptional effects.

Indexed as

AdultAgedAntineoplastic AgentsCarcinoma, Renal CellDisease ProgressionDNA-Binding ProteinsDrug Resistance, NeoplasmEpigenesis, GeneticEverolimusExome SequencingFemaleGene Expression Regulation, NeoplasticGenetic HeterogeneityHumansKidney NeoplasmsMaleAntineoplastic AgentsDNA-Binding ProteinsEverolimusMTOR protein, humanNuclear ProteinsPBRM1 protein, humanProtein Kinase InhibitorsSirolimustemsirolimusTOR Serine-Threonine KinasesTranscription Factors

Identifiers

PMID30256787
PMCPMC6181431
OpenAlexW2894115882

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.