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Correlation of the tumour-stroma ratio with diffusion weighted MRI in rectal cancer

Authors :
Martin N. J. M. Wasser
Rodrigo Dienstmann
Stéphanie M. Zunder
Paolo Nuciforo
Rob A. E. M. Tollenaar
Alonso Garcia-Ruiz
Wilma E. Mesker
C. Arnoud Meijer
Gabi W. van Pelt
Maria Vittoria Raciti
Raquel Perez-Lopez
Hans Gelderblom
Bente M. de Kok
Institut Català de la Salut
[Zunder SM] Department of Surgery, Leiden University Medical Centre, Albinusdreef 2, 2300 RC, Leiden, The Netherlands. Department of Medical Oncology, Leiden University Medical Centre, Albinusdreef 2, 2300 RC, Leiden, The Netherlands. [Perez-Lopez R, Raciti MV, Garcia-Ruiz A] Radiomics Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. [de Kok BM] Department of Radiology, Leiden University Medical Centre, Albinusdreef 2, 2300 RC Leiden, The Netherlands. [van Pelt GW] Department of Surgery, Leiden University Medical Centre, Albinusdreef 2, 2300 RC, Leiden, The Netherlands. [Dienstmann R] Department of Oncology Data Science, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. [Nuciforo P] Department of Molecular Oncology Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain
Vall d'Hebron Barcelona Hospital Campus
Source :
European Journal of Radiology, 133. ELSEVIER IRELAND LTD, Scientia
Publication Year :
2020

Abstract

Imatges per ressonància magnètica; Neoplàsies rectals; Microambient tumoral Imagen de resonancia magnética; Neoplasias rectales; Microambiente tumoral Magnetic Resonance Imaging; Rectal neoplasms; Tumor Microenvironment Objective This study evaluated the correlation between intratumoural stroma proportion, expressed as tumour-stroma ratio (TSR), and apparent diffusion coefficient (ADC) values in patients with rectal cancer. Methods This multicentre retrospective study included all consecutive patients with rectal cancer, diagnostically confirmed by biopsy and MRI. The training cohort (LUMC, Netherlands) included 33 patients and the validation cohort (VHIO, Spain) 69 patients. Two observers measured the mean and minimum ADCs based on single-slice and whole-volume segmentations. The TSR was determined on diagnostic haematoxylin & eosin stained slides of rectal tumour biopsies. The correlation between TSR and ADC was assessed by Spearman correlation ( r s ). Results The ADC values between stroma-low and stroma-high tumours were not significantly different. Intra-class correlation (ICC) demonstrated a good level of agreement for the ADC measurements, ranging from 0.84–0.86 for single slice and 0.86–0.90 for the whole-volume protocol. No correlation was observed between the TSR and ADC values, with ADC mean r s = -0.162 ( p= 0.38) and ADC min r s = 0.041 ( p= 0.82) for the single-slice and r s = -0.108 ( p= 0.55) and r s = 0.019 ( p= 0.92) for the whole-volume measurements in the training cohort, respectively. Results from the validation cohort were consistent; ADC mean r s = -0.022 ( p= 0.86) and ADC min r s = 0.049 ( p= 0.69) for the single-slice and r s = -0.064 ( p= 0.59) and r s = -0.063 ( p= 0.61) for the whole-volume measurements. Conclusions Reproducibility of ADC values is good. Despite positive reports on the correlation between TSR and ADC values in other tumours, this could not be confirmed for rectal cancer. This study received financial support from “ Genootschap Landgoed Keukenhof .” Author R.P.L.’s work is supported by a PCF-Young Investigator Award . The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.

Subjects

Subjects :
Colorectal cancer
Rectal neoplasms
Spearman's rank correlation coefficient
030218 nuclear medicine & medical imaging
Neoplasms::Neoplasms by Site::Digestive System Neoplasms::Gastrointestinal Neoplasms::Intestinal Neoplasms::Colorectal Neoplasms::Rectal Neoplasms [DISEASES]
neoplasias::neoplasias por localización::neoplasias del sistema digestivo::neoplasias gastrointestinales::neoplasias intestinales::neoplasias colorrectales::neoplasias del recto [ENFERMEDADES]
03 medical and health sciences
0302 clinical medicine
Biopsy
Recte - Càncer - Tractament
Investigative Techniques::Epidemiologic Methods::Epidemiologic Research Design::Reproducibility of Results [ANALYTICAL, DIAGNOSTIC AND THERAPEUTIC TECHNIQUES, AND EQUIPMENT]
medicine
Tumor Microenvironment
Effective diffusion coefficient
Humans
Radiology, Nuclear Medicine and imaging
Netherlands
Retrospective Studies
Reproducibility
medicine.diagnostic_test
business.industry
Ressonància magnètica
Diagnosis::Diagnostic Techniques and Procedures::Diagnostic Imaging::Tomography::Magnetic Resonance Imaging::Diffusion Magnetic Resonance Imaging [ANALYTICAL, DIAGNOSTIC AND THERAPEUTIC TECHNIQUES, AND EQUIPMENT]
Reproducibility of Results
Magnetic resonance imaging
Retrospective cohort study
General Medicine
técnicas de investigación::métodos epidemiológicos::diseño de la investigación epidemiológica::reproducibilidad de los resultados [TÉCNICAS Y EQUIPOS ANALÍTICOS, DIAGNÓSTICOS Y TERAPÉUTICOS]
medicine.disease
Magnetic Resonance Imaging
body regions
Diffusion Magnetic Resonance Imaging
Spain
030220 oncology & carcinogenesis
Avaluació de resultats (Assistència sanitària)
diagnóstico::técnicas y procedimientos diagnósticos::diagnóstico por imagen::tomografía::imagen por resonancia magnética::imagen de resonancia magnética de difusión [TÉCNICAS Y EQUIPOS ANALÍTICOS, DIAGNÓSTICOS Y TERAPÉUTICOS]
business
Nuclear medicine
Diffusion MRI

Details

Language :
English
Database :
OpenAIRE
Journal :
European Journal of Radiology, 133. ELSEVIER IRELAND LTD, Scientia
Accession number :
edsair.doi.dedup.....5113059ab6fb927fa6910617598b0de1