Prediction of Radiotherapy Response in Cervix Cancer by Raman Spectroscopy: a Pilot Study

Vidyasagar, MS and Maheedhar, K and Vadhiraja, BM and Fernandes, DJ and Kartha, VB and Krishna, CM (2008) Prediction of Radiotherapy Response in Cervix Cancer by Raman Spectroscopy: a Pilot Study. Biopolymers, 89 (6). pp. 530-537.

[img] PDF
Preiction_of_radiotherapy_response_in_cervix_cancer_by_raman_spectroscopy_a_pilot_study.pdf - Published Version
Restricted to Registered users only

Download (6MB) | Request a copy

Abstract

Radiotherapy is the choice of treatment for locally advanced stages of the cervical cancers, one of the leading female cancers. Because of intrinsic factors, tumors of same clinical stage and histological type often exhibit differential radioresponse. Radiotherapy regimen, from first fraction of treatment to clinical evaluation of response, spans more than 4 months. Clinical assessment by degree of tumor shrinkage is the only routinely practiced method to evaluate the tumor response. Hence, a need is created for development new methodologies that can predict the tumor response to radiotherapy at an early stage of the treatment which can lead to tailor-made protocols. To explore the feasibility of prediction of tumor radioresponse, Raman spectra of cervix cancer tissues that were collected before (malignant) and 24 h after patient was treated with 2nd fraction of radiotherapy (RT) were recorded. Data were analyzed by Principal Components Analysis (PCA) and results were correlated with clinical evaluation of radioresponse. Mean Raman spectra of RT tissues corresponding to different levels of tumor response, complete, partial, and no response, showed minute but significant variations. The unsupervised PCA of malignant tissues failed to provide any classification whereas RT spectra gave clear classification between responding (complete and partial response) and nonresponding conditions as well as a tendency of separation among responding conditions. These results were corroborated by supervised classification, by means of discrimination parameters: Mahalanobis distance and spectral residuals. Thus, findings of the study suggest the feasibility of Raman spectroscopic prediction of tumor radioresponse in cervical cancers.

Item Type: Article
Subjects: Life Sciences > MLSC Manipal
Medicine > KMC Manipal > Radiotherapy and Oncology
Depositing User: KMC Manipal
Date Deposited: 22 Oct 2011 09:27
Last Modified: 04 Dec 2013 07:20
URI: http://eprints.manipal.edu/id/eprint/1569

Actions (login required)

View Item View Item