Evidence map›Paper›PMID 36273232›Full record

ArticleScientific reports2022

Personalized ctDNA micro-panels can monitor and predict clinical outcomes for patients with triple-negative breast cancer.

Erica K Barnell, Bryan Fisk, Zachary L Skidmore, Kelsy C Cotto, Anamika Basu, Aparna Anand, Megan M Richters, Jingqin Luo, Catrina Fronick, Meenakshi Anurag and 5 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.2field-weighted citation impact, top 21% 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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. Article
  8. 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

15 authors at 3 institutions in 1 country.

Erica K BarnellDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Bryan FiskDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Zachary L SkidmoreDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Kelsy C CottoDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Anamika BasuDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Aparna AnandDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Megan M RichtersDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA.
Jingqin LuoSiteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA.
Catrina FronickMcDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA.
Meenakshi AnuragLester and Sue Smith Breast Center, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.
Robert FultonMcDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA.
Matthew J EllisLester and Sue Smith Breast Center, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.
Obi L GriffithDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA. obigriffith@wustl.edu.
Malachi GriffithDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA. mgriffit@wustl.edu.
Foluso O AdemuyiwaDepartment of Medicine, Division of Oncology, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO, 63110, USA. bisiademuyiwa@wustl.edu.
James S. McDonnell Foundation · USWashington University in St. Louis · USBaylor College of Medicine · US

Funding

Washington University Center for Cellular ImagingP30CA091842 · NCI · WASHINGTON UNIVERSITY · PI AIMEE S JAMES · 2001 to 2026
$128.0M
Washington University Paul Calabresi K12 Career Development Award for Clinical OncologyK12CA167540 · NCI · WASHINGTON UNIVERSITY · PI John F. Dipersio, Ramaswamy Govindan · 2012 to 2026
$11.7M
Standardized and Genome-Wide Clinical Interpretation of Complex Genotypes for Cancer Precision MedicineU24CA237719 · NCI · WASHINGTON UNIVERSITY · PI GRIFFITH, OBI L. · 2019 to 2023
$3.8M
Genomic and Functional Identification of Chemotherapy Resistance Mechanisms in Small Cell Lung CancerU01CA231844 · NCI · WASHINGTON UNIVERSITY · PI GOVINDAN, RAMASWAMY, GRIFFITH, OBI L. · 2018 to 2022
$3.1M
Informatics tools for identification, prioritization and clinical application of neoantigensU01CA248235 · NCI · WASHINGTON UNIVERSITY · PI GRIFFITH, MALACHI · 2020 to 2022
$1.3M
DEVELOPMENT OF INFORMATICS RESOURCES FOR INTERPRETATION OF CLINICALLY ACTIONABLE VARIANTS IN CANCERU01CA209936 · NCI · WASHINGTON UNIVERSITY · PI GRIFFITH, OBI L. · 2016 to 2018
$1.0M
Integrated Analysis & Interpretation of Whole Genome Exome & Transcriptome SequenR00HG007940 · NHGRI · WASHINGTON UNIVERSITY · PI GRIFFITH, MALACHI · 2017 to 2019
$724k
NCI NIH HHS K12 CA167540NCI NIH HHS P30 CA091842NCI NIH HHS U01 CA209936NCI NIH HHS U01 CA231844NCI NIH HHS U01 CA248235NCI NIH HHS U24 CA237719NHGRI NIH HHS R00 HG007940
6 · The paper itself

Abstract

Circulating tumor DNA (ctDNA) in peripheral blood has been used to predict prognosis and therapeutic response for triple-negative breast cancer (TNBC) patients. However, previous approaches typically use large comprehensive panels of genes commonly mutated across all breast cancers. Given the reduction in sequencing costs and decreased turnaround times associated with panel generation, the objective of this study was to assess the use of custom micro-panels for tracking disease and predicting clinical outcomes for patients with TNBC. Paired tumor-normal samples from patients with TNBC were obtained at diagnosis (T0) and whole exome sequencing (WES) was performed to identify somatic variants associated with individual tumors. Custom micro-panels of 4-6 variants were created for each individual enrolled in the study. Peripheral blood was obtained at baseline, during Cycle 1 Day 3, at time of surgery, and in 3-6 month intervals after surgery to assess variant allele fraction (VAF) at different timepoints during disease course. The VAF was compared to clinical outcomes to evaluate the ability of custom micro-panels to predict pathological response, disease-free intervals, and patient relapse. A cohort of 50 individuals were evaluated for up to 48 months post-diagnosis of TNBC. In total, there were 33 patients who did not achieve pathological complete response (pCR) and seven patients developed clinical relapse. For all patients who developed clinical relapse and had peripheral blood obtained ≤ 6 months prior to relapse (n = 4), the custom ctDNA micro-panels identified molecular relapse at an average of 4.3 months prior to clinical relapse. The custom ctDNA panel results were moderately associated with pCR such that during disease monitoring, only 11% of patients with pCR had a molecular relapse, whereas 47% of patients without pCR had a molecular relapse (Chi-Square; p-value = 0.10). In this study, we show that a custom micro-panel of 4-6 markers can be effectively used to predict outcomes and monitor remission for patients with TNBC. These custom micro-panels show high sensitivity for detecting molecular relapse in advance of clinical relapse. The use of these panels could improve patient outcomes through early detection of relapse with preemptive intervention prior to symptom onset.

Indexed as

Circulating Tumor DNATriple Negative Breast NeoplasmsBiomarkers, TumorHumansNeoplasm Recurrence, LocalPrognosisBiomarkers, TumorCirculating Tumor DNA

Identifiers

PMID36273232
PMCPMC9588015
OpenAlexW4307138553

What OpenQuestion holds

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LicenceCC BY
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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.