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

Abstract:

:Purpose To determine if the change in tumor apparent diffusion coefficient (ADC) at diffusion-weighted (DW) MRI is predictive of pathologic complete response (pCR) to neoadjuvant chemotherapy for breast cancer. Materials and Methods In this prospective multicenter study, 272 consecutive women with breast cancer were enrolled at 10 institutions (from August 2012 to January 2015) and were randomized to treatment with 12 weekly doses of paclitaxel (with or without an experimental agent), followed by 12 weeks of treatment with four cycles of anthracycline. Each woman underwent breast DW MRI before treatment, at early treatment (3 weeks), at midtreatment (12 weeks), and after treatment. Percentage change in tumor ADC from that before treatment (ΔADC) was measured at each time point. Performance for predicting pCR was assessed by using the area under the receiver operating characteristic curve (AUC) for the overall cohort and according to tumor hormone receptor (HR)/human epidermal growth factor receptor 2 (HER2) disease subtype. Results The final analysis included 242 patients with evaluable serial imaging data, with a mean age of 48 years ± 10 (standard deviation); 99 patients had HR-positive (hereafter, HR+)/HER2-negative (hereafter, HER2-) disease, 77 patients had HR-/HER2- disease, 42 patients had HR+/HER2+ disease, and 24 patients had HR-/HER2+ disease. Eighty (33%) of 242 patients experienced pCR. Overall, ΔADC was moderately predictive of pCR at midtreatment/12 weeks (AUC = 0.60; 95% confidence interval [CI]: 0.52, 0.68; P = .017) and after treatment (AUC = 0.61; 95% CI: 0.52, 0.69; P = .013). Across the four disease subtypes, midtreatment ΔADC was predictive only for HR+/HER2- tumors (AUC = 0.76; 95% CI: 0.62, 0.89; P < .001). In a test subset, a model combining tumor subtype and midtreatment ΔADC improved predictive performance (AUC = 0.72; 95% CI: 0.61, 0.83) over ΔADC alone (AUC = 0.57; 95% CI: 0.44, 0.70; P = .032.). Conclusion After 12 weeks of therapy, change in breast tumor apparent diffusion coefficient at MRI predicts complete pathologic response to neoadjuvant chemotherapy. © RSNA, 2018 Online supplemental material is available for this article.

journal_name

Radiology

journal_title

Radiology

authors

Partridge SC,Zhang Z,Newitt DC,Gibbs JE,Chenevert TL,Rosen MA,Bolan PJ,Marques HS,Romanoff J,Cimino L,Joe BN,Umphrey HR,Ojeda-Fournier H,Dogan B,Oh K,Abe H,Drukteinis JS,Esserman LJ,Hylton NM,ACRIN 6698 Trial Team a

doi

10.1148/radiol.2018180273

subject

Has Abstract

pub_date

2018-12-01 00:00:00

pages

618-627

issue

3

eissn

0033-8419

issn

1527-1315

journal_volume

289

pub_type

杂志文章,多中心研究,随机对照试验
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    doi:10.1148/131.1.258

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    doi:10.1148/radiol.11101104

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    更新日期:2011-08-01 00:00:00

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    doi:10.1148/radiology.160.3.3737900

    authors: Mindelzun RE,Hicks SM

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  • Progressive multifocal leukoencephalopathy in 47 HIV-seropositive patients: neuroimaging with clinical and pathologic correlation.

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    更新日期:1993-04-01 00:00:00

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  • Microwave ablation with multiple simultaneously powered small-gauge triaxial antennas: results from an in vivo swine liver model.

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    journal_title:Radiology

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    doi:10.1148/radiol.2441052054

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    更新日期:2007-07-01 00:00:00

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    doi:10.1148/radiology.188.3.8394590

    authors: Gazelle GS,Mueller PR,Raafat N,Halpern EF,Cardenosa G,Warshaw AL

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  • Closure of the cerebellar vermis: evaluation with second trimester US.

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    doi:10.1148/radiology.193.3.7972820

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    更新日期:1994-12-01 00:00:00

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    更新日期:1975-01-01 00:00:00

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    更新日期:1995-05-01 00:00:00

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    更新日期:2007-04-01 00:00:00

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    pub_type: 杂志文章

    doi:10.1148/radiology.187.3.8497610

    authors: Nosher JL,Siegel R

    更新日期:1993-06-01 00:00:00

  • Augmented arterial flow and pressure resulting from selective injections through catheters: clinical implications.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/127.1.103

    authors: Levin DC

    更新日期:1978-04-01 00:00:00

  • Intracranial calcification in children with osteopetrosis caused by carbonic anhydrase II deficiency.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/radiology.157.2.2413500

    authors: Cumming WA,Ohlsson A

    更新日期:1985-11-01 00:00:00

  • A data acquisition system for three-dimensional treatment planning.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/115.1.187

    authors: Mantel J,Perry H,Weinkam JJ

    更新日期:1975-04-01 00:00:00

  • The natural history of the double pylorus.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/126.1.29

    authors: Hegedus V,Poulsen PE,Reichardt J

    更新日期:1978-01-01 00:00:00

  • Hemoptysis: comparative study of the role of CT and fiberoptic bronchoscopy.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/radiology.189.3.8234690

    authors: Set PA,Flower CD,Smith IE,Chan AP,Twentyman OP,Shneerson JM

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  • Rapid change in caliber of the nonobstructed common duct.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/radiology.140.1.7244220

    authors: Glazer GM,Filly RA,Laing FC

    更新日期:1981-07-01 00:00:00

  • Dynamic contrast-enhanced subtraction MR angiography of the lower extremities: initial evaluation with a multisection two-dimensional time-of-flight sequence.

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    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/radiology.196.3.7644630

    authors: Adamis MK,Li W,Wielopolski PA,Kim D,Sax EJ,Kent KC,Edelman RR

    更新日期:1995-09-01 00:00:00

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    journal_title:Radiology

    pub_type: 杂志文章,多中心研究

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    authors: Warren RM,Pointon L,Thompson D,Hoff R,Gilbert FJ,Padhani A,Easton D,Lakhani SR,Leach MO,UK Magnetic Resonance Imaging in Breast Screening (MARIBS) Study Group.

    更新日期:2005-09-01 00:00:00

  • Effects of exposure of CHO-K1 cells to a 10-T static magnetic field.

    abstract:PURPOSE:To evaluate whether exposure to strong static magnetic fields (SMFs), of up to 10 T, affects the growth and cycle distribution of and the micronucleus formation in monolayered Chinese hamster ovary CHO-K1 cells. MATERIALS AND METHODS:The authors developed a system to expose cultured cells to strong SMFs immedi...

    journal_title:Radiology

    pub_type: 杂志文章

    doi:10.1148/radiol.2243011300

    authors: Nakahara T,Yaguchi H,Yoshida M,Miyakoshi J

    更新日期:2002-09-01 00:00:00

  • Cardiac CT angiography for the diagnosis of mitral valve prolapse: comparison with echocardiography1.

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    journal_title:Radiology

    pub_type: 杂志文章,多中心研究

    doi:10.1148/radiol.2541090393

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    doi:10.1148/117.3.551

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    doi:10.1148/radiology.200.1.8657920

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    更新日期:1998-03-01 00:00:00