MRI T2-weighted sequences-based texture analysis (TA) as a predictor of response to neoadjuvant chemo-radiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC).
Adult
Antimetabolites, Antineoplastic
/ administration & dosage
Capecitabine
/ administration & dosage
Chemoradiotherapy, Adjuvant
Female
Fluorouracil
/ administration & dosage
Humans
Magnetic Resonance Imaging
/ methods
Male
Middle Aged
Neoadjuvant Therapy
/ methods
ROC Curve
Radiotherapy Dosage
Rectal Neoplasms
/ diagnostic imaging
Retrospective Studies
Sensitivity and Specificity
Treatment Outcome
Clinical response
Locally advanced rectal cancer
Magnetic resonance imaging
Neoadjuvant chemo-radiotherapy
Pathological response
Texture analysis
Journal
La Radiologia medica
ISSN: 1826-6983
Titre abrégé: Radiol Med
Pays: Italy
ID NLM: 0177625
Informations de publication
Date de publication:
Dec 2020
Dec 2020
Historique:
received:
10
02
2020
accepted:
27
04
2020
pubmed:
16
5
2020
medline:
20
11
2020
entrez:
16
5
2020
Statut:
ppublish
Résumé
To determine whether MRI T2-weighted sequences-based texture analysis (TA) can predict histopathological tumor regression grade (TRG) in patients with locally advanced rectal cancer (LARC) undergoing neoadjuvant chemo-radiotherapy (nCRT). Data on patients undergoing curative-intent surgery for LARC were collected. Patients with a complete pathological response, or TRG1 according to Mandard's system were classified as responders, while patients with TRG ≥ 2 were classified as non-responders. Tumor TA was performed on each patient's paraxial T2w MRI in both pre- and post-nCRT scans, in order to extract histograms, gray-level co-occurrence matrix (GLCM) and run-length matrix (RLM) texture parameters. For features that showed a significant difference between the two groups, a receiver operating characteristic (ROC) curve was drawn. Overall, 62 patients with LARC, treated with nCRT and resective surgery at our institution between 2013 and 2019 were identified. Only post-nCRT GLCM maximum probability showed a significant difference between the two groups (2909 ± 4479 in responders vs. 6515 ± 8990 in non- responders; p = 0.039); at the ROC curve, Youden index showed a sensitivity of 14% and a specificity of 100% for this parameter. MRI T2-weighted sequences-based TA was not effective in predicting pathological complete response to nCRT in patients with LARC. Further studies are needed to thoroughly investigate the potential of MRI TA in this setting.
Identifiants
pubmed: 32410063
doi: 10.1007/s11547-020-01215-w
pii: 10.1007/s11547-020-01215-w
doi:
Substances chimiques
Antimetabolites, Antineoplastic
0
Capecitabine
6804DJ8Z9U
Fluorouracil
U3P01618RT
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM