scholarly journals The Heterogeneity of Skewness in T2W-Based Radiomics Predicts the Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer

Diagnostics ◽  
2021 ◽  
Vol 11 (5) ◽  
pp. 795
Author(s):  
Francesca Coppola ◽  
Margherita Mottola ◽  
Silvia Lo Monaco ◽  
Arrigo Cattabriga ◽  
Maria Adriana Cocozza ◽  
...  
Keyword(s):  
Rectal Cancer ◽  
Univariate Analysis ◽  
Locally Advanced ◽  
Neoadjuvant Chemoradiotherapy ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer ◽  
Youden Index ◽  
Tumour Regression ◽  
P Value ◽  
Tumour Regression Grade

Our study aimed to investigate whether radiomics on MRI sequences can differentiate responder (R) and non-responder (NR) patients based on the tumour regression grade (TRG) assigned after surgical resection in locally advanced rectal cancer (LARC) treated with neoadjuvant chemoradiotherapy (nCRT). Eighty-five patients undergoing primary staging with MRI were retrospectively evaluated, and 40 patients were finally selected. The ROIs were manually outlined in the tumour site on T2w sequences in the oblique-axial plane. Based on the TRG, patients were grouped as having either a complete or a partial response (TRG = (0,1), n = 15). NR patients had a minimal or poor nCRT response (TRG = (2,3), n = 25). Eighty-four local first-order radiomic features (RFs) were extracted from tumour ROIs. Only single RFs were investigated. Each feature was selected using univariate analysis guided by a one-tailed Wilcoxon rank-sum. ROC curve analysis was performed, using AUC computation and the Youden index (YI) for sensitivity and specificity. The RF measuring the heterogeneity of local skewness of T2w values from tumour ROIs differentiated Rs and NRs with a p-value ≈ 10−5; AUC = 0.90 (95%CI, 0.73–0.96); and YI = 0.68, corresponding to 80% sensitivity and 88% specificity. In conclusion, higher heterogeneity in skewness maps of the baseline tumour correlated with a greater benefit from nCRT.

Predicting the pathologic complete regression with hematologic markers during neoadjuvant chemoradiotherapy in the locally advanced rectal cancer.

2019 ◽  
Vol 37 (4_suppl) ◽  
pp. 583-583
Author(s):  
Jae-Sung Kim ◽  
Joo Ho Lee ◽  
Changhoon Song
Keyword(s):  
Rectal Cancer ◽  
Univariate Analysis ◽  
Locally Advanced ◽  
Neoadjuvant Chemoradiotherapy ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer ◽  
P Value ◽  
Complete Regression ◽  
Operating Characteristics ◽  
Predictive Values

583 Background: The present study aimed to evaluate the hematologic markers for predicting the pathologic complete regression during and after neoadjuvant chemoradiotherapy (CRT) in patients with locally advanced rectal cancer. Methods: Total 297 patients with rectal cancer underwent neoadjuvant CRT followed by surgical resection and performed complete blood counts (CBC) serially during and after CRT. The timepoints of CBC were before CRT (pre-), three weeks after the day of starting CRT (intra-), and four weeks after CRT (post-). We calculated the platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte (NLR), derived neutrophil-to-lymphocyte (dNLR) using the serial CBC test. The ratio of change in PLR (cPLR), NLR (cNLR), and dNLR (cdNLR) was calculated as the change of value/pre-value. Chi-square and T-test for univariate analysis and multivariate logistic regression were performed to identify the significant predictor for pCR. Receiver operating characteristics (ROC) analysis was used to compare the predictive values. Results: The overall rate of pCR was 15.9%. The Pre-Hb, pre-NLR, intra-PLR, intra-NLR, intra-cPLR, intra-cNLR, post-WBC, post-Hb, and post-cPLR were significantly different between patients with pCR and no pCR. In the multivariate logstic regression, pre-Hb (OR 1.456 p-value .026), intra-cPLR (OR 4.949, p-value < .001), post-WBC (OR 0.664, p-value .008), and post-PLR (OR 1.011 p-value .001) were significant predictors for pCR. In the comparison of ROCs, intra-cPLR was the most accurate predictor for pCR among the hematologic variables (AUC = 0.74, p ≤ .001). Conclusions: Change of PLR during neoadjuvant CRT is the clinically applicable and significant predictor for pCR with high negative predictive value in the patients with LRC.

Polymorphisms of thymidylate synthase as prognostic factor in rectal cancer.

2011 ◽  
Vol 29 (4_suppl) ◽  
pp. 433-433
Author(s):  
V. Arrazubi ◽  
J. Suarez ◽  
D. Guerrero ◽  
K. Cambra ◽  
M. L. Gomez Dorronsoro ◽  
...  
Keyword(s):  
Rectal Cancer ◽  
Thymidylate Synthase ◽  
Locally Advanced ◽  
Neoadjuvant Chemoradiotherapy ◽  
Disease Free Survival ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer ◽  
Tumour Regression ◽  
The Difference

433 Background: Neoadjuvant fluoropyrimidine-based chemotherapy (ChT) plus radiotherapy (Rt) is a standard approach for locally advanced rectal cancer. Polymorphisms of thymidylate synthase (TS), the target for fluoropyrimidines, are recognized prognostic factors in colon cancer. The aim of this study was to evaluate the prognostic value of the polymorphisms of TS in rectal cancer after neoadjuvant ChT plus Rt. Methods: We studied one-hundred consecutive patients with stage II/III rectal cancer between November 2001 and March 2009. Patients underwent surgery 6-8 weeks after neoadjuvant Rt (5,040 cGy) plus fluoropyrimidine-based ChT. DNA was extracted from paraffin embedded biopsies. TS1494del6 and 5′-28bp repeat +G/C SNP polymorphisms were determined. Results: Sixty-seven percent were men and median age was 67 years. ypT stage was: T0 9%, T1 2%, T2 27%, T3 60% and T4 2%; 32% had locoregional adenopathies. The median follow-up was 45 months and relapse occurred in 20% of patients. Polimorphisms could be determined in 98% of pt: -6bp/-6bp 10%, - 6bp/+6bp 39%, +6bp/+6bp 51% and 2R/2R 72%, 2R/3R 21%, 3R/3R 6%. The grade of pathological tumour regression was not associated with polymorphisms. Relapses occurred in 40% of patients -6bp/-6bp, 22% of patients -6bp/+6bp and 21% of patients +6bp/+6bp. The difference in disease- free survival (DFS) between the first and the third groups was stadistically significative (p=0.049). No relation between 5′-28bp repeat +G/C SNP polymorphism and DFS was found. Conclusions: Our data suggest that the TS1494del6 polimorphism may be an important prognosis factor in rectal cancer receiving neoadjuvant chemoradiotherapy. No significant financial relationships to disclose.

scholarly journals Vascular calcification and response to neoadjuvant therapy in locally advanced rectal cancer: an exploratory study

2021 ◽  
Author(s):  
Katrina A. Knight ◽  
Ioanna Drami ◽  
Donald C. McMillan ◽  
Paul G. Horgan ◽  
James H. Park ◽  
...  
Keyword(s):  
Rectal Cancer ◽  
Locally Advanced ◽  
Pathologic Complete Response ◽  
Neoadjuvant Chemoradiotherapy ◽  
Poor Response ◽  
Complete Response ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer ◽  
Tumour Regression ◽  
Royal Infirmary

Abstract Purpose Patients with locally advanced rectal cancer (LARC) may experience a clinical complete response (cCR) to neoadjuvant chemoradiotherapy (NACRT) and opt for non-operative management. Pathological factors that relate to NACRT response have been well described. Host factors associated with response, however, are poorly defined. Calcification of the aortoiliac (AC) vessels supplying the rectum may influence treatment response. Methods Patients with LARC having NACRT prior to curative surgery at Glasgow Royal Infirmary (GRI) and St Mark’s hospital (SMH) between 2008 and 2016 were identified. AC was scored on pre-treatment CT imaging. NACRT response was assessed using pathologic complete response (pCR) rates, tumour regression grades (TRGs), the NeoAdjuvant Rectal score and T-/N-downstaging. Associations were assessed using Chi-squared, Mantel–Haenszel and Fisher’s exact tests. Results Of 231 patients from GRI, 79 (34%) underwent NACRT for LARC. Most were male (58%), aged over 65 (51%) with mid- to upper rectal tumours (56%) and clinical T3/4 (95%), node-positive (77%) disease. pCR occurred in 10 patients (13%). Trends were noted between higher clinical T stage and poor response by Royal College of Pathologist’s TRG (p = 0.021) and tumour height > 5 cm and poor response by Mandard TRG (0.068). In the SMH cohort, 49 of 333 (15%) patients underwent NACRT; 8 (16%) developed a pCR. AC was not associated with NACRT response in either cohort. Conclusions AC was not associated with NACRT response in this cohort. Larger contemporary cohorts are required to better assess host determinants of NACRT response and develop predictive models to improve patient selection.

A randomized phase II study of neoadjuvant chemoradiotherapy with 5-FU/leucovorin or irinotecan/S1 in patients with locally advanced rectal cancer.

2013 ◽  
Vol 31 (4_suppl) ◽  
pp. 511-511 ◽  
Author(s):  
Minkyu Jung ◽  
Sang Joon Shin ◽  
Seungtaek Lim ◽  
Ji Soo Park ◽  
Woong Sub Koom ◽  
...  
Keyword(s):  
Rectal Cancer ◽  
Locally Advanced ◽  
Pathologic Complete Response ◽  
Neoadjuvant Chemoradiotherapy ◽  
Complete Response ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer ◽  
P Value ◽  
Preoperative Radiation ◽  
Curative Surgery

511 Background: The purpose of this study was to evaluate rate of pathologic complete response (pCR) in patients with locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy (CRT) with 5-FU/leucovorin (FL) versus Irinotecan/S-1 (IS) and surgery followed by fluoropyrimidine based adjuvant chemotherapy. Methods: Patients with resectable, locally advanced (cT3-4 and/or cN positive) adenocarcinoma of rectum were randomly assigned to receive preoperative radiation (45-50.4 Gy in 25-28 daily fractions) and concomitant chemotherapy with bolus injections of 5-FU 400 mg/m2/day and LV 20 mg/m2/day for 3 consecutive days every 4 weeks for 2 cycles (FL group), or with irinotecan 40 mg/m2 on days 1, 8, 15, 22, 29 and S-1 35mg/m2 twice on the day of irradiation (Monday-Friday) (IS group). Curative surgery was performed for about 4-8 weeks after the completion of chemoradiotherapy. Postoperative chemotherapy regimen is FL. The primary endpoint was pCR rate. Results: 142 eligible patients were randomly assigned. Of 142, 130 patients (91.5%) underwent total mesorectal excision. The pCR was achieved 11 (17.2 %) of 64 patients in the FL group and was 16 (24.2%) of 66 patients in the IS group (p=0.1). When pCR was combined with few residual cells, the rate was significantly higher in IS group compared to FL group (57.6 % vs. 39.1 %, p-value=0.035). Preoperative rate of grade 3-4 toxicity was 1.4% with FL and 7.0 % with IS group (p=0.095). Conclusions: The results have suggested that neoadjuvant CRT using IS is feasible and effective for patients with locally advanced rectal cancer. Longer follow-up is needed to assess survival. Clinical trial information: NCT01269216.

scholarly journals Molecular and Dynamic Evaluation of Proteins Related to Resistance to Neoadjuvant Treatment with Chemoradiotherapy in Circulating Tumor Cells of Patients with Locally Advanced Rectal Cancer

Cells ◽  
2021 ◽  
Vol 10 (6) ◽  
pp. 1539
Author(s):  
Virgílio Souza e Silva ◽  
Emne Ali Abdallah ◽  
Bianca de Cássia Troncarelli Flores ◽  
Alexcia Camila Braun ◽  
Daniela de Jesus Ferreira Costa ◽  
...  
Keyword(s):  
Rectal Cancer ◽  
Tumor Cells ◽  
Circulating Tumor Cells ◽  
Transforming Growth Factor ◽  
Locally Advanced ◽  
Neoadjuvant Treatment ◽  
Neoadjuvant Chemoradiotherapy ◽  
Disease Free Survival ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer

The heterogeneity of response to neoadjuvant chemoradiotherapy (NCRT) is still a challenge in locally advanced rectal cancer (LARC). The evaluation of thymidylate synthase (TYMS) and RAD23 homolog B (RAD23B) expression in circulating tumor cells (CTCs) provides complementary clinical information. CTCs were prospectively evaluated in 166 blood samples (63 patients) with LARC undergoing NCRT. The primary objective was to verify if the absence of RAD23B/TYMS in CTCs would correlate with pathological complete response (pCR). Secondary objectives were to correlate CTC kinetics before (C1)/after NCRT (C2), in addition to the expression of transforming growth factor-β receptor I (TGF-βRI) with survival rates. CTCs were isolated by ISET and evaluated by immunocytochemistry (protein expression). At C1, RAD23B was detected in 54.1% of patients with no pCR and its absence in 91.7% of patients with pCR (p = 0.014); TYMS− was observed in 90% of patients with pCR and TYMS+ in 51.7% without pCR (p = 0.057). Patients with CTC2 > CTC1 had worse disease-free survival (DFS) (p = 0.00025) and overall survival (OS) (p = 0.0036) compared with those with CTC2 ≤ CTC1. TGF-βRI expression in any time correlated with worse DFS (p = 0.059). To conclude, RAD23B/TYMS and CTC kinetics may facilitate the personalized treatment of LARC.

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