Literature DB >> 33767190

Circulating tumor DNA and magnetic resonance imaging to predict neoadjuvant chemotherapy response and recurrence risk.

Mark Jesus M Magbanua1, Wen Li2, Denise M Wolf3, Christina Yau4, Gillian L Hirst4, Lamorna Brown Swigart3, David C Newitt5, Jessica Gibbs5, Amy L Delson6, Ekaterina Kalashnikova7, Alexey Aleshin7, Bernhard Zimmermann7, A Jo Chien8, Debu Tripathy9, Laura Esserman4, Nola Hylton10, Laura van 't Veer11.   

Abstract

We investigated whether serial measurements of circulating tumor DNA (ctDNA) and functional tumor volume (FTV) by magnetic resonance imaging (MRI) can be combined to improve prediction of pathologic complete response (pCR) and estimation of recurrence risk in early breast cancer patients treated with neoadjuvant chemotherapy (NAC). We examined correlations between ctDNA and FTV, evaluated the additive value of ctDNA to FTV-based predictors of pCR using area under the curve (AUC) analysis, and analyzed the impact of FTV and ctDNA on distant recurrence-free survival (DRFS) using Cox regressions. The levels of ctDNA (mean tumor molecules/mL plasma) were significantly correlated with FTV at all time points (p < 0.05). Median FTV in ctDNA-positive patients was significantly higher compared to those who were ctDNA-negative (p < 0.05). FTV and ctDNA trajectories in individual patients showed a general decrease during NAC. Exploratory analysis showed that adding ctDNA information early during treatment to FTV-based predictors resulted in numerical but not statistically significant improvements in performance for pCR prediction (e.g., AUC 0.59 vs. 0.69, p = 0.25). In contrast, ctDNA-positivity after NAC provided significant additive value to FTV in identifying patients with increased risk of metastatic recurrence and death (p = 0.004). In this pilot study, we demonstrate that ctDNA and FTV were correlated measures of tumor burden. Our preliminary findings based on a limited cohort suggest that ctDNA at surgery improves FTV as a predictor of metastatic recurrence and death. Validation in larger studies is warranted.

Entities:  

Year:  2021        PMID: 33767190      PMCID: PMC7994408          DOI: 10.1038/s41523-021-00239-3

Source DB:  PubMed          Journal:  NPJ Breast Cancer        ISSN: 2374-4677


  33 in total

1.  Cell-Free DNA and Circulating Tumor Cells: Comprehensive Liquid Biopsy Analysis in Advanced Breast Cancer.

Authors:  Giovanna Rossi; Zhaomei Mu; Alfred W Rademaker; Laura K Austin; Kimberly S Strickland; Ricardo Lima Barros Costa; Rebecca J Nagy; Vittorina Zagonel; Timothy J Taxter; Amir Behdad; Firas H Wehbe; Leonidas C Platanias; William J Gradishar; Massimo Cristofanilli
Journal:  Clin Cancer Res       Date:  2017-11-27       Impact factor: 12.531

2.  Locally advanced breast cancer: MR imaging for prediction of response to neoadjuvant chemotherapy--results from ACRIN 6657/I-SPY TRIAL.

Authors:  Nola M Hylton; Jeffrey D Blume; Wanda K Bernreuter; Etta D Pisano; Mark A Rosen; Elizabeth A Morris; Paul T Weatherall; Constance D Lehman; Gillian M Newstead; Sandra Polin; Helga S Marques; Laura J Esserman; Mitchell D Schnall
Journal:  Radiology       Date:  2012-06       Impact factor: 11.105

Review 3.  Circulating Tumor DNA: Measurement and Clinical Utility.

Authors:  Joshua Donaldson; Ben Ho Park
Journal:  Annu Rev Med       Date:  2017-08-28       Impact factor: 13.739

4.  The Neoadjuvant Model Is Still the Future for Drug Development in Breast Cancer.

Authors:  Angela DeMichele; Douglas Yee; Donald A Berry; Kathy S Albain; Christopher C Benz; Judy Boughey; Meredith Buxton; Stephen K Chia; Amy J Chien; Stephen Y Chui; Amy Clark; Kirsten Edmiston; Anthony D Elias; Andres Forero-Torres; Tufia C Haddad; Barbara Haley; Paul Haluska; Nola M Hylton; Claudine Isaacs; Henry Kaplan; Larissa Korde; Brian Leyland-Jones; Minetta C Liu; Michelle Melisko; Susan E Minton; Stacy L Moulder; Rita Nanda; Olufunmilayo I Olopade; Melissa Paoloni; John W Park; Barbara A Parker; Jane Perlmutter; Emanuel F Petricoin; Hope Rugo; Fraser Symmans; Debasish Tripathy; Laura J van't Veer; Rebecca K Viscusi; Anne Wallace; Denise Wolf; Christina Yau; Laura J Esserman
Journal:  Clin Cancer Res       Date:  2015-02-24       Impact factor: 12.531

5.  Early Detection of Metastatic Relapse and Monitoring of Therapeutic Efficacy by Ultra-Deep Sequencing of Plasma Cell-Free DNA in Patients With Urothelial Bladder Carcinoma.

Authors:  Emil Christensen; Karin Birkenkamp-Demtröder; Himanshu Sethi; Svetlana Shchegrova; Raheleh Salari; Iver Nordentoft; Hsin-Ta Wu; Michael Knudsen; Philippe Lamy; Sia Viborg Lindskrog; Ann Taber; Mustafa Balcioglu; Søren Vang; Zoe Assaf; Shruti Sharma; Antony S Tin; Ramya Srinivasan; Dina Hafez; Thomas Reinert; Samantha Navarro; Alexander Olson; Rosalyn Ram; Scott Dashner; Matthew Rabinowitz; Paul Billings; Styrmir Sigurjonsson; Claus Lindbjerg Andersen; Ryan Swenerton; Alexey Aleshin; Bernhard Zimmermann; Mads Agerbæk; Cheng-Ho Jimmy Lin; Jørgen Bjerggaard Jensen; Lars Dyrskjøt
Journal:  J Clin Oncol       Date:  2019-05-06       Impact factor: 44.544

6.  Predicting Responses to Neoadjuvant Chemotherapy in Breast Cancer: ACRIN 6691 Trial of Diffuse Optical Spectroscopic Imaging.

Authors:  Bruce J Tromberg; Zheng Zhang; Anaïs Leproux; Thomas D O'Sullivan; Albert E Cerussi; Philip M Carpenter; Rita S Mehta; Darren Roblyer; Wei Yang; Keith D Paulsen; Brian W Pogue; Shudong Jiang; Peter A Kaufman; Arjun G Yodh; So Hyun Chung; Mitchell Schnall; Bradley S Snyder; Nola Hylton; David A Boas; Stefan A Carp; Steven J Isakoff; David Mankoff
Journal:  Cancer Res       Date:  2016-08-15       Impact factor: 12.701

7.  Role of MRI to Assess Response to Neoadjuvant Therapy for Breast Cancer.

Authors:  Beatriu Reig; Laura Heacock; Alana Lewin; Nariya Cho; Linda Moy
Journal:  J Magn Reson Imaging       Date:  2020-03-29       Impact factor: 4.813

8.  Diffusion-weighted MRI Findings Predict Pathologic Response in Neoadjuvant Treatment of Breast Cancer: The ACRIN 6698 Multicenter Trial.

Authors:  Savannah C Partridge; Zheng Zhang; David C Newitt; Jessica E Gibbs; Thomas L Chenevert; Mark A Rosen; Patrick J Bolan; Helga S Marques; Justin Romanoff; Lisa Cimino; Bonnie N Joe; Heidi R Umphrey; Haydee Ojeda-Fournier; Basak Dogan; Karen Oh; Hiroyuki Abe; Jennifer S Drukteinis; Laura J Esserman; Nola M Hylton
Journal:  Radiology       Date:  2018-09-04       Impact factor: 29.146

9.  Neoadjuvant Chemotherapy Creates Surgery Opportunities For Inoperable Locally Advanced Breast Cancer.

Authors:  Minghao Wang; Lingmi Hou; Maoshan Chen; Yan Zhou; Yueyang Liang; Shushu Wang; Jun Jiang; Yi Zhang
Journal:  Sci Rep       Date:  2017-03-22       Impact factor: 4.379

Review 10.  Post-neoadjuvant treatment and the management of residual disease in breast cancer: state of the art and perspectives.

Authors:  Rafael Caparica; Matteo Lambertini; Noam Pondé; Debora Fumagalli; Evandro de Azambuja; Martine Piccart
Journal:  Ther Adv Med Oncol       Date:  2019-02-25       Impact factor: 8.168

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  7 in total

Review 1.  A review of studies on omitting surgery after neoadjuvant chemotherapy in breast cancer.

Authors:  Kexin Feng; Ziqi Jia; Gang Liu; Zeyu Xing; Jiayi Li; Jiaxin Li; Fei Ren; Jiang Wu; Wenyan Wang; Jie Wang; Jiaqi Liu; Xiang Wang
Journal:  Am J Cancer Res       Date:  2022-08-15       Impact factor: 5.942

2.  Early HPV ctDNA Kinetics and Imaging Biomarkers Predict Therapeutic Response in p16+ Oropharyngeal Squamous Cell Carcinoma.

Authors:  Yue Cao; Catherine T Haring; Michelle Mierzwa; J Chad Brenner; Collin Brummel; Chandan Bhambhani; Madhava Aryal; Choonik Lee; Molly Heft Neal; Apurva Bhangale; Wenjin Gu; Keith Casper; Kelly Malloy; Yilun Sun; Andrew Shuman; Mark E Prince; Matthew E Spector; Steven Chinn; Jennifer Shah; Caitlin Schonewolf; Jonathan B McHugh; Ryan E Mills; Muneesh Tewari; Francis P Worden; Paul L Swiecicki
Journal:  Clin Cancer Res       Date:  2021-10-26       Impact factor: 13.801

3.  Clinical Effect of Laparoscopic Radical Surgery Combined with Neoadjuvant Chemotherapy in Treating Cervical Cancer and Its Influence on Postoperative Complications and Adverse Reaction Rates.

Authors:  Wenduan Gong; Yejun Liu
Journal:  J Healthc Eng       Date:  2022-02-09       Impact factor: 2.682

Review 4.  Immunotherapy in Breast Cancer and the Potential Role of Liquid Biopsy.

Authors:  Mark Jesus M Magbanua; Ozge Gumusay; Razelle Kurzrock; Laura J van 't Veer; Hope S Rugo
Journal:  Front Oncol       Date:  2022-03-15       Impact factor: 5.738

Review 5.  Impact of Circulating Tumor DNA-Based Detection of Molecular Residual Disease on the Conduct and Design of Clinical Trials for Solid Tumors.

Authors:  Pashtoon M Kasi; Gordon Fehringer; Hiroya Taniguchi; Naureen Starling; Yoshiaki Nakamura; Daisuke Kotani; Thomas Powles; Bob T Li; Lajos Pusztai; Vasily N Aushev; Ekaterina Kalashnikova; Shruti Sharma; Meenakshi Malhotra; Zachary P Demko; Alexey Aleshin; Angel Rodriguez; Paul R Billings; Axel Grothey; Julien Taieb; David Cunningham; Takayuki Yoshino; Scott Kopetz
Journal:  JCO Precis Oncol       Date:  2022-03

6.  The Utility of Circulating Tumor DNA (ctDNA) Monitoring in Cancer Patients Who Are Pregnant or Planning to Become Pregnant.

Authors:  Stacey A Cohen; Anup Kasi; Nicole Hook; Michael Krainock; Griffin Budde; Allyson Koyen Malashevich; Jeffrey Meltzer; Russ Jelsema; Perry Olshan; Paul R Billings; Alexey Aleshin; Andrew S Poklepovic
Journal:  Case Rep Obstet Gynecol       Date:  2022-03-15

7.  Improving prediction of response to neoadjuvant treatment in patients with breast cancer by combining liquid biopsies with multiparametric MRI: protocol of the LIMA study - a multicentre prospective observational cohort study.

Authors:  Liselore M Janssen; Britt B M Suelmann; Sjoerd G Elias; Markus H A Janse; Paul J van Diest; Elsken van der Wall; Kenneth G A Gilhuijs
Journal:  BMJ Open       Date:  2022-09-20       Impact factor: 3.006

  7 in total

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