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Exploring the Potential Mechanisms of Moringa oleifera and Rice Bran in Iron Deficiency Anaemia: A Drug-Likeness and Network Pharmacology Approach

Lilis Lisnawati, Kana Mardhiyyah, Tupriliany Danefi

Tropical Journal of Natural Product Research31 May 2026
View paper DOI: 10.26538/tjnpr/v10i5.48
13
Exploratory
In VitroNeutralInflammationNutritional StatusOther

Lilis Lisnawati, Kana Mardhiyyah, Tupriliany Danefi (2026). Exploring the Potential Mechanisms of Moringa oleifera and Rice Bran in Iron Deficiency Anaemia: A Drug-Likeness and Network Pharmacology Approach. Tropical Journal of Natural Product Research. doi:10.26538/tjnpr/v10i5.48

Quercetin — a plant compound found in Moringa oleifera — shows far more promise than γ-oryzanol from rice bran when it comes to computationally predicted interactions with iron deficiency anaemia (IDA) pathways, according to this network pharmacology study. IDA is the world's most common nutritional disorder, driven not just by low iron intake but by inflammation and a hormone called hepcidin that blocks iron release from cells. Rather than running laboratory experiments, the researchers used computer-based tools to ask: could these two bioactive compounds interact with the biological targets involved in IDA? They assessed whether each compound had drug-like properties suitable for oral use, predicted which human proteins each compound might bind to, and then mapped those proteins onto known disease pathways. Quercetin passed standard drug-likeness criteria and was linked to 380 predicted IDA-related targets, including proteins on the hepcidin–ferroportin axis — the central switch controlling how much iron enters the bloodstream. γ-Oryzanol, by contrast, failed two key drug-likeness thresholds (its molecular weight exceeds 500 and its fat-solubility score exceeds 5), raising questions about how well it would be absorbed orally. It was also linked to only three predicted targets, with its network centred mainly on the inflammatory protein IL-6. The authors are careful to stress that these are hypothesis-generating findings only — no cells, animals, or humans were studied. The results point to quercetin as the more tractable candidate for follow-up IDA research, while γ-oryzanol's limitations suggest it would need reformulation or alternative delivery before being seriously considered as an oral intervention.

Study details

Population

In silico (computational) study — no biological subjects. Analysis modelled interactions between quercetin and γ-oryzanol and predicted protein targets associated with iron deficiency anaemia using database-driven network pharmacology methods.

Plant part

Leaf

Preparation

Extract Other

Dosage protocol

dosage not specified in abstract

Key compounds

quercetingamma-oryzanol

Original paper

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