# Geographical variability in morphology and nutritional composition of Moringa oleifera seeds: a meta-analysis

**Authors:** Preeti Sharma, Jayanti Tokas, Axay Bhuker, Baldev Raj Kamboj, Anurag Malik, Craig Robert McGill, Ajay Kumar Bhardwaj

PMC · DOI: 10.3389/fpls.2026.1720005 · Frontiers in Plant Science · 2026-02-09

## TL;DR

This study examines how the shape and nutritional content of Moringa seeds vary across different geographical regions.

## Contribution

The paper provides a meta-analysis of Moringa seed variability, revealing significant differences in nutritional composition across regions.

## Key findings

- Crude fat, carbohydrates, and protein in Moringa seeds show high variability across regions.
- Morphological traits like seed length and width have high variability but no clear geographical trend.
- Nutritional components are significantly correlated, likely due to carbon-nitrogen metabolism.

## Abstract

The miracle tree, M. oleifera, is valued for its nutritional composition, climate adaptability, industrial and environmental usefulness. Despite well-known benefits, nutritional composition varies with the geographical location. The seeds of Moringa are rich in high-quality oil and protein and are also a source of carbohydrates, but their relative quantities vary among geographical locations. A meta-regression analysis was carried out using PRISMA guidelines, to explore the variability, and deciding factors in Moringa seeds. A systematic search of Scopus and google Scholar identified reports that mentioned morphological or nutritional or both traits was carried out. After removing duplicates and reviews, total 31 original research articles were included in the study. Two independent datasets, morphological and nutritional, were prepared by extracting numerical data of mature seeds. Statistical framework included Pearson’s correlation to quantify trait relationship and ANCOVA to assess covariate effects on nutritional components. Datasets were analyzed using R software. Random effect meta regression model was employed to assess the heterogeneity in nutrient composition across climatic zones. The crude fat, total carbohydrates and crude protein were highly variable (σ = 14.56, 14.54 and 12.08 respectively). The variabilities in ash and moisture were low (σ =1.41 and 2.48 respectively) while crude fiber showed intermediate variability (σ = 2.87). Although, there was a trend in nutritional composition of M. oleifera seeds along the latitude and climatic zones, statistical model fitting was non-significant for these variables. Pearson’s correlation among nutritional components was pronounced and significant, supported by carbon-nitrogen metabolism. This study did not find any trend in the highly variable morphological components (CV 38.52% and 43.12% for length and width respectively) of Moringa seeds with geographical location.

## Linked entities

- **Species:** Moringa oleifera (taxon 3735)

## Full-text entities

- **Diseases:** PMM (MESH:D009800), inflammation (MESH:D007249), diabetes (MESH:D003920)
- **Chemicals:** Acetyl-CoA (MESH:D000105), Sucrose (MESH:D013395), terpenes (MESH:D013729), amides (MESH:D000577), water (MESH:D014867), Citrate (MESH:D019343), phosphoenolpyruvate (MESH:D010728), CO2 (MESH:D002245), Glutamine (MESH:D005973), flavonoids (MESH:D005419), Nitrate (MESH:D009566), alpha-Ketoglutarate (MESH:D007656), phosphorus (MESH:D010758), Moringa seed oil (-), pyruvate (MESH:D019289), fat (MESH:D005223), Succinate (MESH:D019802), TAGs (MESH:D014280), phenols (MESH:D010636), tannins (MESH:D013634), TCA (MESH:D014233), C (MESH:D002244), Carbohydrate (MESH:D002241), Fatty acid (MESH:D005227), Oil (MESH:D009821), OAA (MESH:D062907), Glucose-6-phosphate (MESH:D019298), Amino acid (MESH:D000596), N (MESH:D009584)
- **Species:** Moringa oleifera (horseradish tree, species) [taxon 3735], Brassica napus (oilseed rape, species) [taxon 3708], Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12926359/full.md

## References

68 references — full list in the complete paper: https://tomesphere.com/paper/PMC12926359/full.md

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Source: https://tomesphere.com/paper/PMC12926359