Evidence map›Paper›PMID 31582354›Full record

Trial reportThe Lancet. Oncology2019

Time-to-progression after front-line fludarabine, cyclophosphamide, and rituximab chemoimmunotherapy for chronic lymphocytic leukaemia: a retrospective, multicohort study.

Carmen D Herling, Kevin R Coombes, Axel Benner, Johannes Bloehdorn, Lynn L Barron, Zachary B Abrams, Tadeusz Majewski, Jolanta E Bondaruk, Jasmin Bahlo, Kirsten Fischer and 7 more

Open access · greenAbstract readMulticenter StudyRandomized Controlled TrialValidation Study
In one paragraph

Trial report in The Lancet. Oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
2.0field-weighted citation impact, top 13% 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

13 citing papers in PubMed, 27 citations in OpenAlex.

  1. Review
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  4. Review
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  8. Review
  9. Review
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  12. Unsupervised machine learning and prognostic factors of survival in chronic lymphocytic leukemia.Journal of the American Medical Informatics Association : JAMIA · 2020
    Article
  13. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors at 5 institutions in 2 countries.

Carmen D HerlingDepartment I of Internal Medicine, Center for Integrated Oncology, Aachen-Bonn-Cologne-Duesseldorf, Cologne, Germany.
Kevin R CoombesDepartment of Biomedical Informatics, The Ohio State University, Columbus, OH, USA.
Axel BennerDivision of Biostatistics, German Cancer Research Center, Heidelberg, Germany.
Johannes BloehdornInternal Medicine III, University Hospital Ulm, Ulm, Germany.
Lynn L BarronDepartment of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Zachary B AbramsDepartment of Biomedical Informatics, The Ohio State University, Columbus, OH, USA.
Tadeusz MajewskiDepartment of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jolanta E BondarukDepartment of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jasmin BahloDepartment I of Internal Medicine, Center for Integrated Oncology, Aachen-Bonn-Cologne-Duesseldorf, Cologne, Germany.
Kirsten FischerDepartment I of Internal Medicine, Center for Integrated Oncology, Aachen-Bonn-Cologne-Duesseldorf, Cologne, Germany.
Michael HallekDepartment I of Internal Medicine, Center for Integrated Oncology, Aachen-Bonn-Cologne-Duesseldorf, Cologne, Germany.
Stephan StilgenbauerInternal Medicine III, University Hospital Ulm, Ulm, Germany.
Bogdan A CzerniakDepartment of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Christopher C OakesDepartment of Internal Medicine, The Ohio State University, Columbus, OH, USA.
Alessandra FerrajoliDepartment of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Michael J KeatingDepartment of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Lynne V AbruzzoDepartment of Pathology, The Ohio State University, Columbus, OH, USA. Electronic address: lynne.abruzzo@osumc.edu.
The University of Texas MD Anderson Cancer Center · USThe Ohio State University · USUniversity Hospital Cologne · DEUniversity Hospital Ulm · DEHeidelberg University · DE

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
Translational Therapeutics Research Program (TT)P30CA016058 · NCI · OHIO STATE UNIVERSITY · PI Tasleem J Padamsee · 1985 to 2026
$132.3M
Protein-coding and non-coding RNA biomarkers for early detection of CLLR01CA182905 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI ABRUZZO, LYNNE V., CALIN, GEORGE A. · 2014 to 2018
$2.9M
NCI NIH HHS P30 CA016058NCI NIH HHS P30 CA016672NCI NIH HHS R01 CA182905
6 · The paper itself

Abstract

backgroundFludarabine, cyclophosphamide, and rituximab (FCR) has become a gold-standard chemoimmunotherapy regimen for patients with chronic lymphocytic leukaemia. However, the question remains of how to treat treatment-naive patients with IGHV-unmutated chronic lymphocytic leukaemia. We therefore aimed to develop and validate a gene expression signature to identify which of these patients are likely to achieve durable remissions with FCR chemoimmunotherapy.

methodsWe did a retrospective cohort study in two cohorts of treatment-naive patients (aged ≥18 years) with chronic lymphocytic leukaemia. The discovery and training cohort consisted of peripheral blood samples collected from patients treated at the University of Texas MD Anderson Cancer Center (Houston, TX, USA), who fulfilled the diagnostic criteria of the International Workshop on Chronic Lymphocytic Leukemia, had received at least three cycles of FCR chemoimmunotherapy, and had been treated between Oct 10, 2000, and Oct 26, 2006 (ie, the MDACC cohort). We did transcriptional profiling on samples obtained from the MDACC cohort to identify genes associated with time to progression. We did univariate Cox proportional hazards analyses and used significant genes to cluster IGHV-unmutated samples into two groups (intermediate prognosis and unfavourable prognosis). After using cross-validation to assess robustness, we applied the Lasso method to standardise the gene expression values to find a minimum gene signature. We validated this signature in an external cohort of treatment-naive patients with IGHV-unmutated chronic lymphocytic leukaemia enrolled on the CLL8 trial of the German Chronic Lymphocytic Leukaemia Study Group who were treated between July 21, 2003, and April 4, 2006 (ie, the CLL8 cohort).

findingsThe MDACC cohort consisted of 101 patients and the CLL8 cohort consisted of 109 patients. Using the MDACC cohort, we identified and developed a 17-gene expression signature that distinguished IGHV-unmutated patients who were likely to achieve a long-term remission following front-line FCR chemoimmunotherapy from those who might benefit from alternative front-line regimens (hazard ratio 3·83, 95% CI 1·94-7·59; p<0·0001). We validated this gene signature in the CLL8 cohort; patients with an unfavourable prognosis versus those with an intermediate prognosis had a cause-specific hazard ratio of 1·90 (95% CI 1·18-3·06; p=0·008). Median time to progression was 39 months (IQR 22-69) for those with an unfavourable prognosis compared with 59 months (28-84) for those with an intermediate prognosis.

interpretationWe have developed a robust, reproducible 17-gene signature that identifies a subset of treatment-naive patients with IGHV-unmutated chronic lymphocytic leukaemia who might substantially benefit from treatment with FCR chemoimmunotherapy. We recommend testing the value of this gene signature in a prospective study that compares FCR treatment with newer alternative therapies as part of a randomised clinical trial.

fundingChronic Lymphocytic Leukaemia Global Research Foundation and the National Institutes of Health/National Cancer Institute.

Indexed as

Gene Expression ProfilingTranscriptomeAgedAntineoplastic Agents, ImmunologicalAntineoplastic Combined Chemotherapy ProtocolsCyclophosphamideDisease ProgressionFemaleGermanyHumansLeukemia, Lymphocytic, Chronic, B-CellMaleMiddle AgedPredictive Value of TestsRemission InductionRisk AssessmentAntineoplastic Agents, ImmunologicalCyclophosphamidefludarabineRituximabVidarabine

Identifiers

PMID31582354
PMCPMC7147008
OpenAlexW2976304416

What OpenQuestion holds

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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.