Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation

  • Iqbal, Muhammad Shahid
  • Ahmad, Iftikhar
  • Asif, Muhammad
  • Kim, Sun-Hee
  • Mehmood, Raja Majid
Citations

WEB OF SCIENCE

6
Citations

SCOPUS

5

초록

In the treatment of human cancer, the existing drug response identification and assessment methods have some issues, such as high cost, slow processing, and low accuracy. Responsive methods that easily and indirectly assess patient tissue response to drugs or small molecules offer promising options for improving drug safety, and they are able to identify the right treatment for specific patients. Digital image correlation is a good technique that detects a part of the image between two images. In this article, a new method of correlation called significant improvement of correlation (SIC) was proposed. Data were taken from the confocal microscopy of two-photon excited fluorescence (TPEF) probe images taken every 5 min for short-term monitoring (STM) and long-term monitoring (LTM; 12, 24, and 48 hours). Cells were cultured, and a new compound TPEF was tested and injected the drug. The effect of drug on the TPEF compound was assessed through correlation. Experimental and simulation results showed that the proposed SIC was better than the conventional correlation method. Results also revealed that the first three images had 0.8% correlation in STM and LTM Image15 and Image10 had 0.49% correlation. The other images demonstrated minimum correlation. Thus, the effect of the newly made drug on the cell and image had a minimum correlation.

키워드

drug investigation toolimage correlationlong-term monitoringshort-term monitoringsignificant improvement of correlationtwo-photon excited florescenceATOMIC-FORCE MICROSCOPYFIELD-MEASUREMENTSDEFORMATIONCLASSIFICATIONRECOGNITIONDOXORUBICINSPECKLE
제목
Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation
저자
Iqbal, Muhammad ShahidAhmad, IftikharAsif, MuhammadKim, Sun-HeeMehmood, Raja Majid
DOI
10.1002/spe.2903
발행일
2021-02
유형
Article
저널명
Software - Practice and Experience
51
2
페이지
260 ~ 270