Tembo Malachie

Tembo Malachie


Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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3 July 2024 in Spectroscopy Journal
Verified
Journal Article
Open access
PDF file
JMJocelyn Mankulu
Jocelyn Mankulu
PHPatient Ciza Hamuli
Patient Ciza Hamuli
MLMerdie Mpemba Luyinama
Merdie Mpemba Luyinama
FKFreddy Mugisho Kasago
Freddy Mugisho Kasago
TMTembo Malachie
Tembo Malachie
JKJérémie Mbinze Kindenge
Jérémie Mbinze Kindenge
A hand-held NIR spectrophotometric method was developed, validated, and applied for the determination of tadalafil in tablets. The aim of our work was to develop analytical methods based on vibrational techniques using low-cost portable equipment. Based on different chemometric modeling, we attempted to validate the method, which gave encouraging results from the principal component analysis (PCA), DD-SIMCA, and PLS modeling. Following this, we optimized the method using an appropriate experiment plan. For validation, we used the total error approach with acceptance limits set at ±10% with a risk level of 5%. The method showed that it was possible to perform both qualitative and quantitative analysis of pharmaceutical products using low-cost portable NIR systems with chemometric tools. The developed approach enabled the completion of the first step in implementing an NIR method for quality control of tadalafil-based drugs in the DRC. Validation difficulties of the PLS method resulted from the lack of information about inter-day serial variations of spectral responses. It would be interesting to extend the study to a larger calibration interval in order to correct uncertainties that may result from the variability observed under different conditions and to verify robustness. These are the limitations of this work, but the results are nevertheless very encouraging.

4 March 2024 in Preprints.org
Verified
Preprint
Open access
PDF file
JMJocelyn Mankulu
Jocelyn Mankulu
PHPatient Ciza Hamuli
Patient Ciza Hamuli
MMMerdie Luyinama Mpemba
Merdie Luyinama Mpemba
FMFreddy Kasago Mugisho
Freddy Kasago Mugisho
TMTembo Malachie
Tembo Malachie
JKJeremie Mbinze Kindenge
Jeremie Mbinze Kindenge
A handheld NIR spectrophotometric method was developed, validated and applied for determination of tadalafil in tablets. The aim of our work was to develop analytical methods based on vibrational techniques and using low-cost portable equipment. Based on different chemometric modeling, we attempt to validate the method, that gave encouraging results from the principal component analysis (PCA), DD-SIMCA and PLS modeling. Then came optimization using an appropriate experiment plan. For validation, we used the total error approach with acceptance limits set at ±10% with a risk level of 5%. The method showed that it was possible to perform both qualitative and quantitative analysis of pharmaceutical products using low-cost portable NIR systems with chemometric tools. The developed approach enabled to cross the first step in implementing a NIR method for quality control of Tadalafil-based drugs in the DRC. Validation difficulties of PLS method resulted from the lack of information about inter-days serial variations of spectral responses. This would be interesting to extend the study to a larger calibration interval in order to correct uncertainties that may result from the variability observed under different conditions, and to verify robustness. These are the limitations of this work, but the results are nevertheless very encouraging.