Iqra NaheedMaida EhsanHaq NawazMuhammad Irfan MajeedAbdulrahman AlshammariNorah A. AlbekairiArslan AliTayyaba IjazA. F. M. SaifHaseeb AkbarAbdul Aziz Abdul RamanRida Fatima
Objective: This study explores the application of Raman spectroscopy for identifying and quantifying itopride in solid dosage forms with varying concentrations of active ingredients and excipients. Raman spectroscopy provides a non-invasive, rapid, and accurate detection method that is ideal for pharmaceutical analysis. Methods: The Raman spectral features of itopride in solid dosage forms were analyzed using Principal Component Analysis (PCA) and Partial Least Squares Regression Analysis (PLS-RA) as multivariate data analysis techniques. Results: PCA effectively distinguished Raman spectral data of various itopride drug samples. PLS-RA facilitated quantitative analysis, yielding an R2 value of 0.999%, indicating an excellent explanation of model variability. The root mean square error of calibration and prediction were 0.23 mg and 3.02 mg, respectively. Furthermore, PLS-RA accurately determined the active pharmaceutical ingredient concentration in unknown formulations, with a calculated concentration of 79.66/80 mg (w/w) compared to the actual concentration of 80/140 mg (w/w). Conclusion: These findings demonstrated that the concentration of itopride in pharmaceutical samples using an established Partial Least Squares Regression calibration model can be determined with reliability.
Jawad BajwaHaq NawazMuhammad Irfan MajeedAbdullah Ijaz HussainSidra FarooqNosheen RashidMuhammad Abu BakkarShamsheer AhmadHamza HyatSaba BashirSaqib AliMuhammad Kashif
Arslan AliHaq NawazMuhammad Irfan MajeedMadiha Ghamkhar
Sammia AymenHaq NawazMuhammad Irfan MajeedNosheen RashidUsama EhsanRida ShahzadMuhammad AliGull RimshaRida FatimaLubna MerajNimra SadafZain Ali
Syeda ShafaqMuhammad Irfan MajeedHaq NawazNosheen RashidMaria AkramNimra YaqoobAyesha TariqSamra ShakeelA. ul HaqMudassar SaleemM NawazRana Zaki Abdul Bari
Muhammad Abu BakkarHaq NawazMuhammad Irfan MajeedAmmara NaseemAllah DittaNosheen RashidSaqib AliJawad BajwaSaba BashirShamsheer AhmadHamza HyatKareem Shah BukhariFranck Bonnier