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Review Articles

Vol. 13 No. sp5 (2026): Recent Advances in Agriculture

Global research trends in sorghum biofortification: A bibliometric analysis of publication patterns, knowledge structures and emerging research priorities

DOI
https://doi.org/10.14719/pst.16296
Submitted
23 June 2026
Published
27-09-2026

Abstract

Biofortification is a process aimed at enhancing the nutrient content of crops to address malnutrition. Sorghum (Sorghum bicolor L. Moench) is recognised as a crop with substantial micronutrient content and has gained increasing attention in biofortification research. In this study, a bibliometric analysis was conducted to assess the evolution, structure and gaps in global sorghum biofortification research over the past 25 years (2001–25). A total of 127 documents indexed in the Scopus database were identified based on predefined inclusion and exclusion criteria and analysed using Bibliometrix and VOSviewer. The results indicate a sustained increase in research output, particularly after 2013, with an annual growth rate of 13.75 %, alongside a shift in research focus from processing and nutritional studies toward genetic biofortification approaches. Citation patterns reveal geographic concentration of research productivity, with India recording the highest citation count (851), although such metrics primarily reflect publication volume rather than intrinsic research impact. According to Bradford’s law, the Journal of Agricultural and Food Chemistry was identified as the leading source in this research area. Among the institutions involved, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) was the leading contributor. The most frequently occurring author keywords were “sorghum”, “iron (Fe)”, “zinc (Zn)”, “biofortification” and “nutritional value”. Knowledge structure analysis revealed major thematic domains related to micronutrient biofortification, plant breeding, nutritional quality and bioavailability. The study also identified major research gaps and limitations. Emerging research priorities include advanced breeding technologies, long-term validation studies, nutritional impact assessment and adoption-oriented research. Overall, the study highlights a technologically advancing but structurally fragmented research landscape and underscores the need for interdisciplinary and translational approaches to enhance the impact of sorghum biofortification on food and nutritional security.

References

  1. 1. Van Dijk M, Morley T, Rau ML, Saghai Y. A meta-analysis of projected global food demand and population at risk of hunger for the period 2010–2050. Nat Food. 2021;2(7):494–501. http://doi.org/10.1038/s43016-021-00322-9
  2. 2. FAO, IFAD, UNICEF, WFP, WHO. The State of Food Security and Nutrition in the World 2026 – Understanding and addressing the high cost of a healthy diet. Rome: FAO; 2026. http://www.fao.org/publications/fao-flagship-publications/the-state-of-food-security-and-nutrition-in-the-world/en
  3. 3. Food and Agriculture Organization of the United Nations. FAOSTAT: Suite of Food Security Indicators. Rome: FAO; 2026. http://www.fao.org/faostat/en/#data/FS
  4. 4. Younes S. The role of micronutrients on the treatment of diabetes. Hum Nutr Metab. 2024;35:200238. http://doi.org/10.1016/j.hnm.2023.200238
  5. 5. Kiani AK, Dhuli K, Donato K, Aquilanti B, Velluti V, Matera G, et al. Main nutritional deficiencies. J Prev Med Hyg. 2022;63(2 Suppl 3). http://doi.org/10.15167/2421-4248/jpmh2022.63.2S3.2752
  6. 6. Raza Q, Saher H, Shahzadi F, Riaz A, Bibi T, Sabar M. Genetic diversity in traditional genotypes for grain iron, zinc and β-carotene contents reveal potential for breeding micronutrient dense rice. J Exp Biol Agric Sci. 2019;7(2):194–203. http://doi.org/10.18006/2019.7(2).194.203
  7. 7. Jangir CK, Kumar S, Lakhran H, Meena RS. Towards mitigating malnutrition in pulses through biofortification. Trends Biosci. 2017;10(17):2999–3002.
  8. 8. Patil R, Diwan JR, Nidagundi JM, Lokesha R, Ravi MV, Boranayak MB, et al. Genetic diversity of brown rice for iron and zinc content. Electron J Plant Breed. 2015;6(1):196–203.
  9. 9. Kondaiah P, Yaduvanshi PS, Sharp PA, Pullakhandam R. Iron and zinc homeostasis and interactions: does enteric zinc excretion cross-talk with intestinal iron absorption? Nutrients. 2019;11(8):1885. http://doi.org/10.3390/nu11081885
  10. 10. Maqbool MA, Beshir A. Zinc biofortification of maize (Zea mays L.): status and challenges. Plant Breed. 2019;138(1):1–28. http://doi.org/10.1111/pbr.12658
  11. 11. Nesari TM. Celebrating international year of millets: way towards holistic well-being. J Ayurveda Case Rep. 2023;6(1):1–4. http://doi.org/10.4103/jacr.jacr_14_23
  12. 12. Abdelhalim TS, Abdelhalim NS, Kamal NM, Mohamed EE, Hassan AB. Exploiting the potential of Sudanese sorghum landraces in biofortification: physicochemical quality of the grain of sorghum (Sorghum bicolor L. Moench) landraces. Food Chem. 2021;337:127604. http://doi.org/10.1016/j.foodchem.2020.127604
  13. 13. Hossain MS, Islam MN, Rahman MM, Mostofa MG, Khan MAR. Sorghum: a prospective crop for climatic vulnerability, food and nutritional security. J Agric Food Res. 2022;8:100300. http://doi.org/10.1016/j.jafr.2022.100300
  14. 14. Sarshad A, Talei D, Torabi M, Rafiei F, Nejatkhah P. Morphological and biochemical responses of Sorghum bicolor (L.) Moench under drought stress. SN Appl Sci. 2021;3(1):81. http://doi.org/10.1007/s42452-020-03977-4
  15. 15. Aguiar EV, Santos FG, Queiroz VAV, Capriles VD. A decade of evidence of sorghum potential in the development of novel food products: insights from a bibliometric analysis. Foods. 2023;12(20):3790. http://doi.org/10.3390/foods12203790
  16. 16. Zulfiqar U, Khokhar A, Maqsood MF, Shahbaz M, Naz N, Sara M, et al. Genetic biofortification: advancing crop nutrition to tackle hidden hunger. Funct Integr Genomics. 2024;24(2):34. http://doi.org/10.1007/s10142-024-01308-z
  17. 17. Falagas ME, Pitsouni EI, Malietzis GA, Pappas G. Comparison of PubMed, Scopus, Web of Science and Google Scholar: strengths and weaknesses. FASEB J. 2008;22(2):338–42. http://doi.org/10.1096/fj.07-9492lsf
  18. 18. Singh VK, Singh P, Karmakar M, Leta J, Mayr P. The journal coverage of Web of Science, Scopus and Dimensions: a comparative analysis. Scientometrics. 2021;126(6):5113–42. http://doi.org/10.1007/s11192-021-03948-5
  19. 19. Pranckutė R. Web of Science (WoS) and Scopus: the titans of bibliographic information in today's academic world. Publications. 2021;9(1):12. http://doi.org/10.3390/publications9010012
  20. 20. Aria M, Cuccurullo C. bibliometrix: an R-tool for comprehensive science mapping analysis. J Informetr. 2017;11(4):959–75.
  21. 21. Moral-Muñoz JA, Herrera-Viedma E, Santisteban-Espejo A, Cobo MJ. Software tools for conducting bibliometric analysis in science: an up-to-date review. El Prof Inf. 2020;29(1). http://doi.org/10.3145/epi.2020.ene.03
  22. 22. Arruda H, Silva ER, Lessa M, Proenca Jr D, Bartholo R. Resource review. J Med Libr Assoc. 2022;110(3):392–95.
  23. 23. Lestienne I, Icard-Vernière C, Mouquet C, Picq C, Trèche S. Effects of soaking whole cereal and legume seeds on iron, zinc and phytate contents. Food Chem. 2005;89(3):421–25. http://doi.org/10.1016/j.foodchem.2004.03.040
  24. 24. Hemalatha S, Platel K, Srinivasan K. Zinc and iron contents and their bioaccessibility in cereals and pulses consumed in India. Food Chem. 2007;102(4):1328–36. http://doi.org/10.1016/j.foodchem.2006.07.015
  25. 25. Dimkpa CO, White JC, Elmer WH, Gardea-Torresdey J. Nanoparticle and ionic Zn promote nutrient loading of sorghum grain under low NPK fertilization. J Agric Food Chem. 2017;65(39):8552–59. http://doi.org/10.1021/acs.jafc.7b02961
  26. 26. Khush GS, Lee S, Cho J-I, Jeon J-S. Biofortification of crops for reducing malnutrition. Plant Biotechnol Rep. 2012;6(3):195–202. http://doi.org/10.1007/s11816-012-0216-5
  27. 27. Towo E, Matuschek E, Svanberg U. Fermentation and enzyme treatment of tannin sorghum gruels: effects on phenolic compounds, phytate and in vitro accessible iron. Food Chem. 2006;94(3):369–76. http://doi.org/10.1016/j.foodchem.2004.11.027
  28. 28. Zuo Y, Zhang F. Iron and zinc biofortification strategies in dicot plants by intercropping with gramineous species: a review. Agron Sustain Dev. 2009;29(1):63–71. http://doi.org/10.1051/agro:2008055
  29. 29. Espitia-Hernández P, Chavez Gonzalez ML, Ascacio-Valdés JA, Dávila-Medina D, Flores-Naveda A, Silva T, et al. Sorghum (Sorghum bicolor L.) as a potential source of bioactive substances and their biological properties. Crit Rev Food Sci Nutr. 2022;62(8):2269–80. http://doi.org/10.1080/10408398.2020.1852389
  30. 30. Tanwar R, Panghal A, Chaudhary G, Kumari A, Chhikara N. Nutritional, phytochemical and functional potential of sorghum: a review. Food Chem Adv. 2023;3:100501. http://doi.org/10.1016/j.focha.2023.100501
  31. 31. Lipkie TE, De Moura FF, Zhao Z-Y, Albertsen MC, Che P, Glassman K, et al. Bioaccessibility of carotenoids from transgenic provitamin A biofortified sorghum. J Agric Food Chem. 2013;61(24):5764–67. http://doi.org/10.1021/jf305361s
  32. 32. Kumar D, Yadav A, Ahmad R, Dwivedi UN, Yadav K. CRISPR-based genome editing for nutrient enrichment in crops: a promising approach toward global food security. Front Genet. 2022;13:932859. http://doi.org/10.3389/fgene.2022.932859
  33. 33. Gusenbauer M. Search where you will find most: comparing the disciplinary coverage of 56 bibliographic databases. Scientometrics. 2022;127(5):2683–745. http://doi.org/10.1007/s11192-022-04289-7
  34. 34. Hassan W, Duarte AE. Bibliometric analysis: a few suggestions. Curr Probl Cardiol. 2024;49(8):102640. http://doi.org/10.1016/j.cpcardiol.2024.102640

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