Apparent diffusion coefficient from magnetic resonance imaging as a biomarker in oncology drug development

被引:59
|
作者
Sinkus, Ralph [1 ]
Van Beers, Bernard E. [1 ]
Vilgrain, Valerie [1 ]
DeSouza, Nandita [2 ,3 ]
Waterton, John C. [4 ]
机构
[1] Beaujon Hosp, INSERM, U773, Ctr Rech Biomed Bichat Beaujon CRB3, Clichy, France
[2] Inst Canc Res, Sutton SM2 5PT, Surrey, England
[3] Royal Marsden Hosp, Sutton SM2 5PT, Surrey, England
[4] AstraZeneca Personalised Healthcare & Biomarkers, Macclesfield SK10 4TG, Cheshire, England
关键词
Diffusion weighted MRI; ADC; Cell membrane integrity; Tumor response; VASCULAR TARGETING AGENT; FOCAL LIVER-LESIONS; ADC MEASUREMENTS; TUMOR RESPONSE; BREAST-CANCER; NECK-CANCER; CELLULARITY; FIBROSIS; MRI; FEASIBILITY;
D O I
10.1016/j.ejca.2011.11.034
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Magnetic resonance imaging (MRI) can be made sensitive to diffusion of water molecules in biological tissues: this phenomenon can be quantitated to provide a biomarker, the apparent diffusion coefficient (ADC). Over the past decade, evidence has accumulated from numerous clinical and animal studies that ADC is abnormal in tumours; that elevated ADC reflects an elevated non-cellular fraction; and that acute increases in ADC following therapy can indicate that tumour cells have been killed. However there remain substantial challenges in ensuring robust and valid ADC measurements, particularly in multicentre studies in common sites of metastasis such as lung and liver. Moreover, there is uncertainty about how best to select the timing of observation post-therapy to avoid false-negatives, and how to minimise the confounding factors which could decouple drug-induced ADC increase from drug-induced cell kill. In this review we summarise the physical basis of the biomarker, the evidence that it reflects non-viable fraction, particularly in extracranial tumours, and suggest a roadmap for validation and qualification. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:425 / 431
页数:7
相关论文
共 50 条
  • [41] Apparent Diffusion Coefficient Is a Novel Imaging Biomarker of Myopathic Changes in Liver Cirrhosis
    Surov, Alexey
    Paul, Lisa
    Meyer, Hans Jonas
    Schob, Stefan
    Engelmann, Cornelius
    Wienke, Andreas
    JOURNAL OF CLINICAL MEDICINE, 2018, 7 (10):
  • [42] Diffusion magnetic resonance imaging in breast cancer characterisation: correlations between the apparent diffusion coefficient and major prognostic factors
    Paolo Belli
    Melania Costantini
    Enida Bufi
    Giuseppe Giovanni Giardina
    Pierluigi Rinaldi
    Gianluca Franceschini
    Lorenzo Bonomo
    La radiologia medica, 2015, 120 : 268 - 276
  • [43] Correlation of magnetic resonance imaging quantitative parameters and apparent diffusion coefficient value with pathological breast cancer
    Wang, Zhe
    Ren, Guan-Ying
    Yin, Qian
    Wang, Qian
    WORLD JOURNAL OF CLINICAL CASES, 2022, 10 (21) : 7333 - 7340
  • [44] Quantitative apparent diffusion coefficient (ADC) values as an imaging biomarker for fibrosis in pediatric Crohn's disease: preliminary experience
    Kovanlikaya, A.
    Beneck, D.
    Rose, M.
    Renjen, P.
    Dunning, A.
    Solomon, A.
    Sockolow, R.
    Brill, P. W.
    ABDOMINAL IMAGING, 2015, 40 (05): : 1068 - 1074
  • [45] Molecular imaging in oncology drug development
    Mudd, Sarah R.
    Comley, Robert A.
    Bergstrom, Mats
    Holen, Kyle D.
    Luo, Yanping
    Carme, Sabin
    Fox, Gerard B.
    Martarello, Laurent
    Beaver, John D.
    DRUG DISCOVERY TODAY, 2017, 22 (01) : 140 - 147
  • [46] Diffusion weighted imaging for the differentiation of breast tumors: From apparent diffusion coefficient to high order diffusion tensor imaging
    Teruel, Jose R.
    Goa, Pal E.
    Sjobakk, Torill E.
    Ostlie, Agnes
    Fjosne, Hans E.
    Bathen, Tone F.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 43 (05) : 1111 - 1121
  • [47] Meta-analysis of the diagnostic performance of diffusion magnetic resonance imaging with apparent diffusion coefficient measurements for differentiating glioma recurrence from pseudoprogression
    Yu, Yang
    Ma, Yue
    Sun, Mengyao
    Jiang, Wenyan
    Yuan, Tingting
    Tong, Dan
    MEDICINE, 2020, 99 (23)
  • [48] The value of the apparent diffusion coefficient calculated from diffusion-weighted magnetic resonance imaging scans in the differentiation of maxillary sinus inflammatory diseases
    Munhoz, Luciana
    Abdala Junior, Reinaldo
    Arita, Emiko Saito
    ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY, 2019, 127 (05): : 433 - 443
  • [49] Diffusion coefficient orientation distribution function for diffusion magnetic resonance imaging
    Shi, Diwei
    Pan, Ziyi
    Li, Xuesong
    Guo, Hua
    Zheng, Quanshui
    JOURNAL OF NEUROSCIENCE METHODS, 2021, 348
  • [50] Lymphomas and glioblastomas: Differences in the apparent diffusion coefficient evaluated with high b-value diffusion-weighted magnetic resonance imaging at 3 T
    Doskaliyev, Aidos
    Yamasaki, Fumiyuki
    Ohtaki, Megu
    Kajiwara, Yoshinori
    Takeshima, Yukio
    Watanabe, Yosuke
    Takayasu, Takeshi
    Amatya, Vishwa Jeet
    Akiyama, Yuji
    Sugiyama, Kazuhiko
    Kurisu, Kaoru
    EUROPEAN JOURNAL OF RADIOLOGY, 2012, 81 (02) : 339 - 344