scholarly journals Prediction of Chemoresistance in Women Undergoing Neo-Adjuvant Chemotherapy for Locally Advanced Breast Cancer: Volumetric Analysis of First-Order Textural Features Extracted from Multiparametric MRI

2018 ◽  
Vol 2018 ◽  
pp. 1-7 ◽  
Author(s):  
M. M. Panzeri ◽  
C. Losio ◽  
A. Della Corte ◽  
E. Venturini ◽  
A. Ambrosi ◽  
...  

Purpose. To assess correlations between volumetric first-order texture parameters on baseline MRI and pathological response after neoadjuvant chemotherapy (NAC) for locally advanced breast cancer (BC). Materials and Methods. 69 patients with locally advanced BC candidate to neoadjuvant chemotherapy underwent MRI within 4 weeks from the start of therapeutic regimen. T2, DWI, and DCE sequences were analyzed and maps were generated for Apparent Diffusion Coefficient (ADC), T2 signal intensity, and the following dynamic parameters: k-trans, peak enhancement, area under curve (AUC), time to maximal enhancement (TME), wash-in rate, and washout rate. Volumetric analysis of these parameters was performed, yielding a histogram analysis including first-order texture kinetics (percentiles, maximum value, minimum value, range, standard deviation, mean, median, mode, skewness, and kurtosis). Finally, correlations between these values and response to NAC (evaluated on the surgical specimen according to RECIST 1.1 criteria) were assessed. Results. Out of 69 tumors, 33 (47.8%) achieved complete pathological response, 26 (37.7%) partial response, and 10 (14.5%) no response. Higher levels of AUCmax (p value = 0.0338), AUCrange (p value = 0.0311), and TME75 (p value = 0.0452) and lower levels of washout10 (p value = 0.0417), washout20 (p value = 0.0138), washout25 (p value = 0.0114), and washout30 (p value = 0.05) were predictive of noncomplete response. Conclusion. Histogram-derived texture analysis of MRI images allows finding quantitative parameters predictive of nonresponse to NAC in women affected by locally advanced BC.

2019 ◽  
Vol 20 (1) ◽  
pp. 13-17
Author(s):  
Md Setabur Rahman ◽  
Parveen Shahida Akhter ◽  
Nazrina Khatun ◽  
Md Hasanuzzaman ◽  
Mohammad Jillur Rahman ◽  
...  

Background: Breast cancer is the most common cancer of Bangladeshi women. Almost allpresent with palpable lump and 40% of them are with locally advanced breast cancer.Neoadjuvant chemotherapy is the standard choice of treatment for the patients. Objective: To observe the clinical and pathological response of locally advanced breastcancer after four cycles of chemotherapy and surgery. Methods: This prospective study was carred over the newly diagnosed locally advancedbreast cancer (LABC) patients from January 2010 to December 2014. Before going toneoadjuvant chemotherapy each patient was evaluated clinically, radiologically and withother relevant investigations. The size of primary tumor and axillary node was measured andrecorded. Chemotherapy schedule with Cyclophosphamide 600mg/m2 and Doxorubicin60mg/m2 (AC) and compared with the previous record. After 3-4 weeks of completion ofchemotherapy, the patients was prescribed and carried out three weekly for four cycles.Primary tumor size and axillary nodal size was measured who were undergone mastectomyand axillary dissection. Histopathology was done to see then the pathological response ofprimary tumor and axillary node. Other biological marker such as estrogen receptor (ER),progesterone receptor (PR) and Human epidermal growth receptor (HER-2) was done. Aftercompletion of study the data was compiled and analyzed. Results: Total 220 cases of LABC were enrolled in this study. After four cycles of chemotherapywith AC, 194 patients (88%) responded clinically, 29 patients (13%) showedcomplete clinical response (cCr)-and 165 patients (75%) partial response (pCr). Surgicalspecimen showed complete pathological response (cPr) in 22 patients (10%). Conclusion: Neoadjuvant chemotherapy with AC is the standard chemotherapy schedule forlocally advanced breast cancer and radical surgery was possible in 75% of the patients. Journal of Surgical Sciences (2016) Vol. 20 (1) : 13-17


2017 ◽  
Vol 45 (3) ◽  
pp. 141-146
Author(s):  
Md Setabur Rahman ◽  
Parveen Shahida Akhter ◽  
Md Hasanuzzaman ◽  
Jillur Rahman ◽  
Avisak Bhattacharjee ◽  
...  

Breast cancer is the most common cancer among Bangladeshi women. Almost all present with palpable lump and 40% of them are with locally advanced breast cancer. Neoadjuvant chemotherapy is the standard choice of treatment for the patients.This prospective study was done involving 220 newly diagnosed locally advanced breast cancer (LABC) patients from January 2010 to December 2014 in the National Institute of Cancer Research & Hospital (NICRH), Mohakhali, Dhaka to observe the clinical and pathological response of locally advanced breast cancer after four cycles of chemotherapy and surgery. Chemotherapy schedule with Cyclophosphamide 600mg/m2 and Doxorubicine 60mg/m2 (AC) was prescribed and carried out three weekly for four cycles. Primary tumor size and axillary nodal size was measured and compared with the previous record. After three weeks of chemotherapy the patients undergone mastectomy and axillary dissection. Histopathology was done to see the pathological response of primary tumor and axillary node. Other biological marker such as estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth receptor (HER-2) were done. After four cycles of chemotherapy with AC, 194 patients (88%) responded clinically, 29 patients (13%) showed complete clinical response (cCr) and 165 patients (75%) partial response (pCr). Surgical specimen showed complete pathological response (cPr) in 22 patients (10%). Neoadjuvant chemotherapy with AC is the standard chemotherapy schedule for locally advanced breast cancer and radical surgery was possible in 75% of the patients.Bangladesh Med J. 2016 Sep; 45 (3): 141-146


2015 ◽  
Vol 87 (5) ◽  
Author(s):  
Agnieszka Karpińska ◽  
Krzysztof Safranow ◽  
Józef Kładny ◽  
Violetta Sulżyc-Bielicka

AbstractThe achieve pathologic complete response is proven to be the most important parameter of prognosis. Thereports evaluating the impact of obesity on the obtained pathologic response to chemotherapy are unequal.was to evaluate in locally advanced breast cancer patients, treated with AT(doxorubicin plus docetaxel) neoadjuvant chemotherapy: 1. The relationship of obesity with obtaining pathological response. 2. The relationship of obesity and free of disease recurrence survival (DFS) and overall survival (OS) associated with the tumour.A retrospective study was carried out in a group of 105 patients with locally advanced breast cancer, treated with AT neoadjuvant chemotherapy and then treated with radical surgery. Two variants of pathological response have been adopted: a pCR (T0N0) and pCR1 (TisN0, TxN1, T1N0, T1N1, T0N1). The relationship of obesity with pathological response and survival was investigated.In univariate analysis the pCR1 was obtained with its arising from the borderline of statistical significance with lower incidence of obesity. In pCR1 multivariate analysis, negative pCR1 relationship with obesity was on the borderline of the statistical significance. The multivariate analysis showed a significant negative association OS with obesity (p=0.047) and positive with the occurrence of menopause (p = 0.029).In patients with locally advanced breast cancer treated with AT neoadjuvant chemotherapy. 1. Obesity seems to be an independent and unfavourable predictor of the lack of obtaining pCR1 pathological response 2. In the multivariate analysis, the obesity was a significant independent factor related to shorter OS.


Sign in / Sign up

Export Citation Format

Share Document