Evaluation of chemosensitivity prediction using quantitative dose–response curve classification for highly advanced/relapsed gastric cancer
نویسندگان
چکیده
BACKGROUND The use of standard chemotherapy regimens has changed the application of chemosensitivity tests from all chemotherapy-eligible patients to those who have failed standard chemotherapy, which includes patients with highly advanced, relapsed, or chemoresistant tumors. METHODS We evaluated a total of 43 advanced primary and relapsed gastric cancers for chemosensitivity based on drug dose response curves to improve the objectivity and quality of quantitative measurements. The dose response curves were classified based on seven expected patterns. Instead of a binary chemosensitivity evaluation, we ranked drug sensitivity according to curve shapes and comparison with the peak plasma concentration (ppc) of each drug. RESULTS A total of 193 dose response curves were obtained. The overall informative rate was 67.4%, and 85.3% for cases that had a sufficient number of cells. Paclitaxel (PXL)and docetaxel tended to show a higher rank, while cisplatin (CIS) and 5-fluorouracil (5-FU) tended to show resistance, particularly among the 20 cases (46.5%) that had recurrent disease after receiving chemotherapy with CIS and S-1 (5-FU). As such, we speculate that the resistant pattern of the chemosensitivity test suggests that cells with acquired drug resistance were selected by chemotherapy. Indeed, we observed a change in the chemosensitivity pattern of a sample before and after chemotherapy in terms of PXL sensitivity, which was used after primary chemotherapy. CONCLUSIONS These results suggest that: (i) the dose-response pattern provides objective information for predicting chemosensitivity; and (ii) chemotherapy may select resistant cancer cell populations as a result of the therapy.
منابع مشابه
Individualized Tumor Response Testing for Prediction of Response to Paclitaxel and Cisplatin Chemotherapy in Patients with Advanced Gastric Cancer
The purpose of our study was to determine the most accurate analytic method to define in vitro chemosensitivity, using clinical response as reference standard in prospective clinical trial, and to assess accuracy of adenosine triphosphate-based chemotherapy response assay (ATP-CRA). Forty-eight patients with chemo-naïve, histologically confirmed, locally advanced or metastatic gastric cancer we...
متن کاملResponse to neoadjuvant chemotherapy in locally advanced gastric and gastroesophageal cancer: Phase II clinical trial
Background: Gastric cancer is an important health problem across the world. Chemotherapy in combination with local treatment is standard treatment for locally advanced gastroesophageal cancers. The purpose of this investigation was evaluation of response and tolerability to neoadjuvant EOX regimen in locoregionally advanced gastric cancer. Materials and Methods: patients with locoregionally adv...
متن کاملمقایسه مدل شبکه عصبی مصنوعی و رگرسیون پارامتری در پیشبینی بقای بیماران مبتلا به سرطان معده
Background & Objective: Using parametric models is common approach in survival analysis. In the recent years, artificial neural network (ANN) models have increasingly used in survival prediction. The aim of this study was to predict of survival rate of patients with gastric cancer by using a parametric regression and ANN models and compare these methods. Methods: We used the data of 436 gast...
متن کاملEvaluation of chemosensitivity testing with highly purified tumor cells in 435 patients with gastric carcinoma using an MTT assay.
BACKGROUND We evaluated the results of chemosensitivity testing for gastric cancer using a 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide (MTT) assay in terms of the correlation of chemosensitivity and clinicopathological findings. PATIENTS AND METHODS We analyzed 435 consecutive patients with gastric cancer treated between January 1991 and January 2002. Highly purified fresh h...
متن کاملDownregulation of serum miR-205 as a potential biomarker for gastric cancer diagnosis, prognosis, and chemosensitivity prediction
Purpose: Accumulating evidence has demonstrated the great potential of circulating microRNAs (miRs) as noninvasive tumor biomarkers. Our study aimed to measure the expression level of serum miR-205 in patients with gastric cancer (GC) and investigate its clinical significance. Methods: Serum miR-205 levels in 145 GC patients and 145 healthy controls were detected by RT-PCR. Then, the associatio...
متن کامل