Kgothatso E Machaba

Dr. Kgothatso E Machaba

orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

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

Representative Publications

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20 January 2022 in Molecules
Verified
Journal Article
Open access
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NNNolwazi Thobeka Portia Ngidi
Nolwazi Thobeka Portia Ngidi
KMKgothatso E Machaba
Kgothatso E Machaba
NMNdumiso Mhlongo
Ndumiso Mhlongo
Background: Despite the enormous efforts made towards combating tuberculosis (TB), the disease remains a major global threat. Hence, new drugs with novel mechanisms against TB are urgently needed. Fatty acid degradation protein D32 (FadD32) has been identified as a promising drug target against TB, the protein is required for the biosynthesis of mycolic acids, hence, essential for the growth and multiplication of the mycobacterium. However, the FadD32 mechanism upon the binding of FDA-approved drugs is not well established. Herein, we applied virtual screening (VS), molecular docking, and molecular dynamic (MD) simulation to identify potential FDA-approved drugs against FadD32. Methodology/Results: VS technique was found promising to identify four FDA-approved drugs (accolate, sorafenib, mefloquine, and loperamide) with higher molecular docking scores, ranging from −8.0 to −10.0 kcal/mol. Post-MD analysis showed that the accolate hit displayed the highest total binding energy of −45.13 kcal/mol. Results also showed that the accolate hit formed more interactions with FadD32 active site residues and all active site residues displayed an increase in total binding contribution. RMSD, RMSF, Rg, and DCCM analysis further supported that the presence of accolate exhibited more structural stability, lower bimolecular flexibility, and more compactness into the FadD32 protein. Conclusions: Our study revealed accolate as the best potential drug against FadD32, hence a prospective anti-TB drug in TB therapy. In addition, we believe that the approach presented in the current study will serve as a cornerstone to identifying new potential inhibitors against a wide range of biological targets.

20 September 2016 in Cell Biochemistry and Biophysics
Verified
Journal Article
Closed access
PDF file
KMKgothatso E Machaba
Kgothatso E Machaba
FCFavorite N. Cele
Favorite N. Cele
NMNdumiso Mhlongo
Ndumiso Mhlongo
Mahmoud SolimanMahmoud Soliman
Mahmoud Soliman

16 September 2025 in Biomedicines
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Journal Article
Open access
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SMSenzosenkosi Surprise Surprise Mkhize
Senzosenkosi Surprise Surprise Mkhize
ACAnil Chuturgoon
Anil Chuturgoon
TGTerisha Ghazi
Terisha Ghazi
KMKgothatso E Machaba
Kgothatso E Machaba
Type 2 Diabetes Mellitus (T2DM) is increasingly affecting individuals across various age groups due to inadequate insulin action and secretion. It has become the leading cause of mortality worldwide, with an estimated 9.3% of the global population currently affected. Recent epigenetic studies have shown that variations such as DNA methylation and histone modifications are implicated in the development of T2DM. However, epigenetically related conditions are known to be reversible, which could potentially pave the way for predicting and treating T2DM. This has led to the development of epigenetic modifier drugs, including histone deacetylase inhibitors (HDACi), histone acetyltransferase inhibitors (HATi), protein arginine methyltransferase inhibitors (PRMTi), DNA methyltransferase inhibitors (DNMTi), histone demethylating inhibitors (HDMi), and sirtuin-activating compounds (STAC). A major challenge with these epigenetic drugs is that only a few have been approved for treating metabolic diseases due to their potential to negatively impact off-target genes. The low specificity of these drugs can lead to side effects and increased toxicity, contributing to complex diseases such as cancer. Hence, gaining a comprehensive understanding of the epigenetic mechanisms underlying metabolic diseases can provide new insights and strategies for preventing, diagnosing, and treating metabolic disorders, such as T2DM. This review summarizes the epigenetic variations in T2DM, pharmaco-epigenetics, and the challenges surrounding epigenetics. This provides basic insight into the discovery of novel drug targets, which can lead to the development of epigenetic therapies for T2DM. Hence, the reversible nature of epigenetic variations retains hope for future novel strategies to combat T2DM.