Evidence map›Paper›PMID 30615612›Full record

ArticlePLoS computational biology2019

Mutation, drift and selection in single-driver hematologic malignancy: Example of secondary myelodysplastic syndrome following treatment of inherited neutropenia.

Tomasz Wojdyla, Hrishikesh Mehta, Taly Glaubach, Roberto Bertolusso, Marta Iwanaszko, Rosemary Braun, Seth J Corey, Marek Kimmel

Open access · goldAbstract read
In one paragraph

Article in PLoS computational biology, 2019. 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
0.9field-weighted citation impact, top 23% 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, 8 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Mathematical model of colorectal cancer initiation.Proceedings of the National Academy of Sciences of the United States of America · 2020
    Article
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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

8 authors at 5 institutions in 2 countries.

Tomasz WojdylaSystems Engineering Group, Silesian University of Technology, Gliwice, Poland.
Hrishikesh MehtaDepartment of Pediatrics, Cleveland Clinic, Cleveland, OH, United States of America.ORCID 0000-0001-9140-9765
Taly GlaubachClinical Pediatrics, Division of Hospital Medicine, Stony Brook Children's Hospital, Stony Brook, New York.
Roberto BertolussoDepartment of Statistics, Rice University, Houston, TX, United States of America.
Marta IwanaszkoSystems Engineering Group, Silesian University of Technology, Gliwice, Poland.
Rosemary BraunDepartment of Preventive Medicine-Division of Biostatistics, Northwestern University, Chicago, IL United States of America.
Seth J CoreyDepartment of Pediatrics, Cleveland Clinic, Cleveland, OH, United States of America.
Marek KimmelSystems Engineering Group, Silesian University of Technology, Gliwice, Poland.
Cleveland Clinic · USNorthwestern University · USSilesian University of Technology · PLRice University · USStony Brook Children's Hospital · US

Funding

Multiscale Modeling of Myelodysplastic SyndromesR01HL128173 · NHLBI · VIRGINIA COMMONWEALTH UNIVERSITY · PI COREY, SETH JOEL, KIMMEL, MAREK · 2015 to 2019
$3.8M
Structural Basis of Prolactin Receptor RecognitionR01CA108992 · NCI · YALE UNIVERSITY · PI HODSDON, MICHAEL E · 2005 to 2009
$1.4M
NCI NIH HHS R01 CA108992NHLBI NIH HHS R01 HL128173
6 · The paper itself

Abstract

Cancer development is driven by series of events involving mutations, which may become fixed in a tumor via genetic drift and selection. This process usually includes a limited number of driver (advantageous) mutations and a greater number of passenger (neutral or mildly deleterious) mutations. We focus on a real-world leukemia model evolving on the background of a germline mutation. Severe congenital neutropenia (SCN) evolves to secondary myelodysplastic syndrome (sMDS) and/or secondary acute myeloid leukemia (sAML) in 30-40%. The majority of SCN cases are due to a germline ELANE mutation. Acquired mutations in CSF3R occur in >70% sMDS/sAML associated with SCN. Hypotheses underlying our model are: an ELANE mutation causes SCN; CSF3R mutations occur spontaneously at a low rate; in fetal life, hematopoietic stem and progenitor cells expands quickly, resulting in a high probability of several tens to several hundreds of cells with CSF3R truncation mutations; therapeutic granulocyte colony-stimulating factor (G-CSF) administration early in life exerts a strong selective pressure, providing mutants with a growth advantage. Applying population genetics theory, we propose a novel two-phase model of disease development from SCN to sMDS. In Phase 1, hematopoietic tissues expand and produce tens to hundreds of stem cells with the CSF3R truncation mutation. Phase 2 occurs postnatally through adult stages with bone marrow production of granulocyte precursors and positive selection of mutants due to chronic G-CSF therapy to reverse the severe neutropenia. We predict the existence of the pool of cells with the mutated truncated receptor before G-CSF treatment begins. The model does not require increase in mutation rate under G-CSF treatment and agrees with age distribution of sMDS onset and clinical sequencing data.

Indexed as

Models, GeneticMyelodysplastic SyndromesCell CycleComputational BiologyCongenital Bone Marrow Failure SyndromesHematologic NeoplasmsHumansLeukocyte ElastaseMutationMutation RateNeutropeniaReceptors, Colony-Stimulating FactorSelection, GeneticCSF3R protein, humanELANE protein, humanLeukocyte ElastaseReceptors, Colony-Stimulating Factor

Identifiers

PMID30615612
PMCPMC6336352
OpenAlexW2907147479

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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.