Evidence map›Paper›PMID 26240372›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2015

Ancient hot and cold genes and chemotherapy resistance emergence.

Amy Wu, Qiucen Zhang, Guillaume Lambert, Zayar Khin, Robert A Gatenby, Hyunsung John Kim, Nader Pourmand, Kimberly Bussey, Paul C W Davies, James C Sturm and 1 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing 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

24 citing papers in PubMed.

  1. Article
  2. Cancer as an evolutionary reversal-time for a paradigm shift.Translational breast cancer research : a journal focusing on translational research in breast cancer · 2026
    Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Inferring initial state of the ancestral network of cellular fate decision: a case study of phage lambda.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2021
    Article
  9. Article
  10. Cancer progression as a sequence of atavistic reversions.BioEssays : news and reviews in molecular, cellular and developmental biology · 2021
    Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Cancer cells arise from bacteria.Cancer cell international · 2018
    Article
  18. Article
  19. Experimental evolution and proximate mechanisms in biology.Synthetic and systems biotechnology · 2017
    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

11 authors.

Amy WuPrinceton Institute for the Science and Technology of Materials, Department of Electrical Engineering, Princeton University, Princeton, NJ 08544;
Qiucen ZhangDepartment of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801;
Guillaume LambertDepartment of Molecular Genetics and Cell Biology, University of Chicago, Chicago, IL 60637;
Zayar KhinMoffitt Cancer Center, Tampa, FL 33612;
Robert A GatenbyMoffitt Cancer Center, Tampa, FL 33612;
Hyunsung John KimDepartment of Bioengineering, University of California, Santa Cruz, CA 95064;
Nader PourmandDepartment of Bioengineering, University of California, Santa Cruz, CA 95064;
Kimberly BusseyThe Biodesign Institute, Arizona State University, Tempe, AZ 85287;
Paul C W DaviesBeyond Center for Fundamental Concepts in Science, Arizona State University, Tempe, AZ 85287;
James C SturmPrinceton Institute for the Science and Technology of Materials, Department of Electrical Engineering, Princeton University, Princeton, NJ 08544;
Robert H AustinDepartment of Physics, Princeton University, Princeton, NJ 08544 austin@princeton.edu.

Funding

TRANS_NETWORK PROJECTSU54CA143803 · NCI · PRINCETON UNIVERSITY · PI TLSTY, THEA D · 2009 to 2013
$14.2M
Trans-NetworkU54CA143862 · NCI · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI MELDRUM, DEIRDRE R. · 2009 to 2013
$8.4M
NCI NIH HHS U54 CA143803NCI NIH HHS U54CA143803NCI NIH HHS U54 CA143862NCI NIH HHS U54CA143862
6 · The paper itself

Abstract

We use a microfabricated ecology with a doxorubicin gradient and population fragmentation to produce a strong Darwinian selective pressure that drives forward the rapid emergence of doxorubicin resistance in multiple myeloma (MM) cancer cells. RNA sequencing of the resistant cells was used to examine (i) emergence of genes with high de novo substitution densities (i.e., hot genes) and (ii) genes never substituted (i.e., cold genes). The set of cold genes, which were 21% of the genes sequenced, were further winnowed down by examining excess expression levels. Both the most highly substituted genes and the most highly expressed never-substituted genes were biased in age toward the most ancient of genes. This would support the model that cancer represents a revision back to ancient forms of life adapted to high fitness under extreme stress, and suggests that these ancient genes may be targets for cancer therapy.

Indexed as

MutationAntineoplastic AgentsCell Line, TumorCell MovementCell ProliferationCell SurvivalDNA Mutational AnalysisDoxorubicinDrug Resistance, NeoplasmGene DuplicationGenome, HumanHumansInhibitory Concentration 50Luminescent ProteinsMicrofluidicsModels, StatisticalAntineoplastic AgentsDoxorubicinLuminescent ProteinsRed Fluorescent Proteinancient genescancercoldemergencehot

Identifiers

PMID26240372
PMCPMC4547268

What OpenQuestion holds

Textmetadata
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.