Comparative Structural and Functional Analysis of Plasmodium Type II Nicotinamide Adenine Dinucleotide: Quinone Oxidoreductase and its HumanHomologue, Apoptosis-Inducing Factor, Mitochondrion-associated 1 (AIF-M1)

INTRODUCTION: Type II NADH: Quinone oxidoreductase (NDH2) represents a critical metabolic target in Plasmodium parasites. Although NDH2 lacks a direct human isoenzyme, it shares significant structural homology with human Apoptosis-Inducing Factor Mitochondrion-associated 1 (AIF-M1), presenting a substantial challenge for selective drug design. To address this selectivity hurdle, the first comparative computational study was conducted across five human-infecting Plasmodium species (P. falciparum, P. knowlesi, P. malariae, P. ovale, and P. vivax) using a natural compound library. METHODOLOGY: Homology models were constructed for understudied Plasmodium orthologs. The virtual screening of the South African Natural Compounds Database (SANCDB) was performed against Plasmodium NDH2, followed by Molecular Dynamics (MD) simulations to evaluate binding stability and cross-reactivity with human AIF-M1. RESULTS: Compounds SANC00101, SANC00344, and SANC00418 demonstrated strong binding affinities to PfNDH2 (-8.6 kcal/mol, -8.8 kcal/mol, and -10.0 kcal/mol). However, MD simulations revealed that these compounds also stabilized human AIF-M1, identifying Phe482 as a critical off-target anchor. DISCUSSION: Species-specific analysis showed variable stability profiles; notably, PkNDH2 exhibited destabilization despite favorable docking scores. This study elucidates the structural basis of the NDH2 selectivity challenge. CONCLUSION: It is established that effective pan-Plasmodium inhibition requires simultaneous optimization against human AIF-M1 and careful consideration of variable ortholog dynamics.

Authors

Institutions

Publication Details

Journal
Current Computer - Aided Drug Design
Published
2026-04-16
DOI
https://doi.org/10.2174/0115734099437433260305070246
Primary Topic
Sirtuins and Resveratrol in Medicine
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparative Structural and Functional Analysis of Plasmodium Type II Nicotinamide Adenine Dinucleotide: Quinone Oxidoreductase and its HumanHomologue, Apoptosis-Inducing Factor, Mitochondrion-associated 1 (AIF-M1)

Samuel Chima Ugbaja, Kevin A. Lobb, Bertha Cinthia Baye, Vuyani Moses
Current Computer - Aided Drug Design
Sirtuins and Resveratrol in Medicine
article

Comparative Structural and Functional Analysis of Plasmodium Type II Nicotinamide Adenine Dinucleotide: Quinone Oxidoreductase and its HumanHomologue, Apoptosis-Inducing Factor, Mitochondrion-associated 1 (AIF-M1)

Samuel Chima Ugbaja, Kevin A. Lobb, Bertha Cinthia Baye, Vuyani Moses
article en

Abstract

INTRODUCTION: Type II NADH: Quinone oxidoreductase (NDH2) represents a critical metabolic target in Plasmodium parasites. Although NDH2 lacks a direct human isoenzyme, it shares significant structural homology with human Apoptosis-Inducing Factor Mitochondrion-associated 1 (AIF-M1), presenting a substantial challenge for selective drug design. To address this selectivity hurdle, the first comparative computational study was conducted across five human-infecting Plasmodium species (P. falciparum, P. knowlesi, P. malariae, P. ovale, and P. vivax) using a natural compound library. METHODOLOGY: Homology models were constructed for understudied Plasmodium orthologs. The virtual screening of the South African Natural Compounds Database (SANCDB) was performed against Plasmodium NDH2, followed by Molecular Dynamics (MD) simulations to evaluate binding stability and cross-reactivity with human AIF-M1. RESULTS: Compounds SANC00101, SANC00344, and SANC00418 demonstrated strong binding affinities to PfNDH2 (-8.6 kcal/mol, -8.8 kcal/mol, and -10.0 kcal/mol). However, MD simulations revealed that these compounds also stabilized human AIF-M1, identifying Phe482 as a critical off-target anchor. DISCUSSION: Species-specific analysis showed variable stability profiles; notably, PkNDH2 exhibited destabilization despite favorable docking scores. This study elucidates the structural basis of the NDH2 selectivity challenge. CONCLUSION: It is established that effective pan-Plasmodium inhibition requires simultaneous optimization against human AIF-M1 and careful consideration of variable ortholog dynamics.

Current Computer - Aided Drug DesignVol. 22
Rhodes University (ZA), University of KwaZulu-Natal (ZA)
Openalex Percentile: Top 12%
Sirtuins and Resveratrol in Medicine
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.