Submitted:
31 July 2024
Posted:
31 July 2024
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Abstract
Keywords:
1. Introduction
2. Germplasm Resources Collection, and Diversity Study in Sesame
2.1. Germplasm Resources Collection and Conservation
2.2. Diversity Studies in Sesame
3. Oil Content and Fatty Acids Composition Analysis in Sesame Germplasm
| Accession |
Oil Content |
Protein | Fatty acids | Reference | |||||
| 16:0 | 18:0 | 18:1 | 18:2 | 18.3 | 22:1 | ||||
| 22 cultivars, 4 landraces of S. mulayanum and 7 accessions of 4 wild species |
– | – | 9–15 | – | 37–52 | 30-52 | – | 0–8 | [18] |
| 4 Pakistani sesame varieties | 50–54 | 19–23 | 3–19 | 5–22 | 10 | 5–13 | – | 16 | [24] |
| Market sample | 48 | 5 | 13 | 43 | 36 | – | – | [25] | |
| Brown non roasted vs roasted sesame | 49 vs 51 | – | 5.6 vs 7.1 | 5.3 vs 6.8 | 40.3 vs 58.7 | 46.1 vs 25 | 0.4 vs 0.2 | – | [26] |
| 103 sesame landraces | 41-63 | – | 8-10 | – | 29-41 | 41-49 | – | – | [27] |
| Collection of 12 countries | 45-53 | – | 5-6 | 8-10 | 36-44 | 39-46 | 0.3-04 | [19] | |
| 6 cultivated (C) 3 wild spp. (W) |
53-55 (C) 54-59 (W) |
– | 4-9 (C) 4-8 (W) |
4.5-10 (C) 4-5 (W) |
33-38 (C) 35-37 (W) |
42-52 (C) 43-46 (W) |
4-9.5 (C) 5-10 (W) |
– | [9] |
| Indian sesame cultivar | 42-54 | 16-27 | 8-12 | 4-8 | 41.5-50 | 32-43 | 0.2-0.35 | – | [28] |
4. Fatty Acids Biosynthesis and Metabolism in Sesame
5. Sesame Wilting Disease
6. Abiotic Stresses Tolerance in Sesame
7. Inducing New Variability within Sesame Germplasm
7.1. Mutation Breeding
7.2. Development of Semi-Dwarf Plants and Various Mutant Types
7.3. Indehiscence Capsule
7.4. Male Sterility and Hybrid Vigour
8. Genetics of Economic Traits
9. Prospects for Sesame Improvement
10. Conclusion
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Onkware, A., et al., Genetic relationship between sesame (Sesamum indicum L.) and related wild species based on chromosome counts and isozyme markers. 2015.
- Elsafy, M., Status of sesame breeding. Introductory paper at the Faculty of Landscape Architecture, Horticulture and Crop Production Science, 2023 (2023: 2).
- Canton, H., Food and Agriculture Organization of the United Nations—FAO, in The Europa directory of international organizations 2021. 2021, Routledge. p. 297-305.
- FAO, Food and Agricultural Organization. Italy, Rome, 2022.
- Wacal, C., et al., Seed yield, crude protein and mineral nutrient contents of sesame during a two-year continuous cropping on upland field converted from a paddy. Field Crops Research, 2019. 240: p. 125-133. [CrossRef]
- Singh, A.K., et al., Plant Genetic Resources Management in India: A Historical Perspective.
- Wei, X., et al., SesameFG: an integrated database for the functional genomics of sesame. Scientific Reports, 2017. 7(1): p. 2342. [CrossRef]
- Bedigian, D., Slimy leaves and oily seeds: distribution and use of wild relatives of sesame in Africa. Economic Botany, 2004. 58(1): p. S3-S33. [CrossRef]
- Azeez, M.A. and J.A. Morakinyo, Genetic diversity of fatty acids in sesame and its relatives in Nigeria. European Journal of Lipid Science and Technology, 2011. 113(2): p. 238-244. [CrossRef]
- Bedigian, D., Characterization of sesame (Sesamum indicum L.) germplasm: a critique. Genetic Resources and Crop Evolution, 2010. 57: p. 641-647. [CrossRef]
- Yang MinMin, Y.M., et al., Production and identification of F1 interspecific hybrid between Sesamum indicum and wild relative S. indicatum. 2017.
- Stavridou, E., et al., Characterization of the genetic diversity present in a diverse sesame landrace collection based on phenotypic traits and EST-SSR markers coupled with an HRM analysis. Plants, 2021. 10(4): p. 656. [CrossRef]
- Wei, X., et al., Development of simple sequence repeat (SSR) markers of sesame (Sesamum indicum) from a genome survey. Molecules, 2014. 19(4): p. 5150-5162. [CrossRef]
- Nyongesa, B.O., et al., Genetic diversity in cultivated sesame (Sesamum indicum L.) and related wild species in East Africa. Journal of Crop Science and Biotechnology, 2013. 16: p. 9-15. [CrossRef]
- Wang, M., et al., Improved assembly and annotation of the sesame genome. DNA Research, 2022. 29(6): p. dsac041. [CrossRef]
- Purru, S., et al., GinMicrosatDb: a genome-wide microsatellite markers database for sesame (Sesamum indicum L.). Physiology and Molecular Biology of Plants, 2018. 24: p. 929-937. [CrossRef]
- Dutta, D., V.K. Awon, and G. Gangopadhyay, Transcriptomic dataset of cultivated (Sesamum indicum), wild (S. mulayanum), and interspecific hybrid sesame in response to induced Macrophomina phaseolina infection. Data in Brief, 2020. 33: p. 106448.
- Mondal, N., et al., Effects of domestication bottleneck and selection on fatty acid desaturases in Indian sesame germplasm. Plant Genetic Resources, 2016. 14(2): p. 81-90. [CrossRef]
- Kurt, C., Variation in oil content and fatty acid composition of sesame accessions from different origins. Grasas y aceites, 2018. 69(1): p. e241-e241. [CrossRef]
- Zhang, Y.-P., et al., Integration of miRNAs, degradome, and transcriptome omics uncovers a complex regulatory network and provides insights into lipid and fatty acid synthesis during sesame seed development. Frontiers in Plant Science, 2021. 12: p. 709197.
- Kancharla, P.K. and N. Arumugam, Variation of oil, sesamin, and sesamolin content in the germplasm of the ancient oilseed crop Sesamum indicum L. Journal of the American Oil Chemists' Society, 2020. 97(5): p. 475-483.
- Mohammed, F., et al., Chemical composition and mineralogical residence of sesame oil from plants grown in different Yemeni environments. Microchemical Journal, 2018. 140: p. 269-277. [CrossRef]
- Zeb, A., B. Muhammad, and F. Ullah, Characterization of sesame (Sesamum indicum L.) seed oil from Pakistan for phenolic composition, quality characteristics and potential beneficial properties. Journal of Food Measurement and Characterization, 2017. 11(3): p. 1362-1369. [CrossRef]
- Asghar, A. and M.N. Majeed, Chemical characterization and fatty acid profile of different sesame verities in Pakistan. Am J Sci Ind Res, 2013. 4(6): p. 540-545.
- Carvalho, R., et al., Extraction, fatty acid profile and antioxidant activity of sesame extract (Sesamum Indicum L.). Brazilian Journal of Chemical Engineering, 2012. 29: p. 409-420. [CrossRef]
- Hama, J.R., Comparison of fatty acid profile changes between unroasted and roasted brown sesame (Sesamum indicum L.) seeds oil. International Journal of Food Properties, 2017. 20(5): p. 957-967. [CrossRef]
- Uzun, B., Ç. Arslan, and Ş. Furat, Variation in fatty acid compositions, oil content and oil yield in a germplasm collection of sesame (Sesamum indicum L.). Journal of the American Oil Chemists' Society, 2008. 85(12): p. 1135-1142.
- Awasthi, C., et al., Biochemical composition and fatty acid profile of some promising sesame (Sesamum indicum L.) genotypes. Indian Journal of Agricultural Biochemistry, 2006. 19(2): p. 67-70.
- Santos, H.O., et al., Small dense low-density lipoprotein-cholesterol (sdLDL-C): analysis, effects on cardiovascular endpoints and dietary strategies. Progress in cardiovascular diseases, 2020. 63(4): p. 503-509.
- Rauf, S., et al., Progress in modification of sunflower oil to expand its industrial value. Journal of the Science of Food and Agriculture, 2017. 97(7): p. 1997-2006. [CrossRef]
- Huang, H., et al., Modifications of fatty acid profile through targeted mutation at BnaFAD2 gene with CRISPR/Cas9-mediated gene editing in Brassica napus. Theoretical and Applied Genetics, 2020. 133: p. 2401-2411. [CrossRef]
- Lee, K.-R., et al., Increasing monounsaturated fatty acid contents in hexaploid Camelina sativa seed oil by FAD2 gene knockout using CRISPR-Cas9. Frontiers in Plant Science, 2021. 12: p. 702930. [CrossRef]
- Salas, J.J., et al., High stearic sunflower oil: Latest advances and applications. OCL, 2021. 28: p. 35. [CrossRef]
- Dar, A.A., et al., The FAD2 gene in plants: occurrence, regulation, and role. Frontiers in plant science, 2017. 8: p. 1789. [CrossRef]
- Jin, U.-H., et al., Characterization and temporal expression of a ω-6 fatty acid desaturase cDNA from sesame (Sesamum indicum L.) seeds. Plant science, 2001. 161(5): p. 935-941. [CrossRef]
- Chen, Z., et al., Variation in seed fatty acid composition and sequence divergence in the FAD2 gene coding region between wild and cultivated sesame. Journal of Agricultural and Food Chemistry, 2014. 62(48): p. 11706-11710. [CrossRef]
- Kim, M.J., et al., Seed-specific expression of sesame microsomal oleic acid desaturase is controlled by combinatorial properties between negative cis-regulatory elements in the SeFAD2 promoter and enhancers in the 5′-UTR intron. Molecular Genetics and Genomics, 2006. 276: p. 351-368. [CrossRef]
- Kavak, H. and E. Boydak, Trends of sudden wilt syndrome in sesame plots irrigated with delayed intervals. Afr. J. Microbiol. Res, 2011. 5: p. 1837-1841.
- Kavak, H. and E. Boydak, Screening of the resistance levels of 26 sesame breeding lines to Fusarium wilt disease. Plant Pathology Journal, 2006.
- Wang, L., et al., Global gene expression responses to waterlogging in roots of sesame (Sesamum indicum L.). Acta physiologiae plantarum, 2012. 34: p. 2241-2249. [CrossRef]
- Mahmoud, S.A., E.S. El-Sharkawy, and M. Emam, Breeding sesame for resistance to charcoal rot caused by Macrophomina phaseolina. SVU-International Journal of Agricultural Sciences, 2024. 6(2): p. 18-35. [CrossRef]
- Wang, L., et al., Development of an SSR-based genetic map in sesame and identification of quantitative trait loci associated with charcoal rot resistance. Scientific Reports, 2017. 7(1): p. 8349. [CrossRef]
- Baath, G.S., et al., Quantifying and modeling the influence of temperature on growth and reproductive development of sesame. Journal of Plant Growth Regulation, 2022: p. 1-10. [CrossRef]
- Kim, M.-S., et al., Changes in cuticular waxes of developing leaves in sesame (Sesamum indicum L.). Journal of Crop Science and Biotechnology, 2009. 12: p. 161-167. [CrossRef]
- Zhou, R., et al., Genome-wide association studies of 39 seed yield-related traits in sesame (Sesamum indicum L.). International Journal of Molecular Sciences, 2018. 19(9): p. 2794. [CrossRef]
- Song, Q., et al., Comparative analysis of root transcriptome profiles of sesame (Sesamum indicum L.) in response to osmotic stress. Journal of Plant Growth Regulation, 2021. 40(4): p. 1787-1801. [CrossRef]
- Zhou, R., et al., Photoperiod response-related gene SiCOL1 contributes to flowering in sesame. BMC Plant Biology, 2018. 18: p. 1-16. [CrossRef]
- Li, D., et al., Genome-wide analysis of WRKY gene family in the sesame genome and identification of the WRKY genes involved in responses to abiotic stresses. BMC Plant Biology, 2017. 17: p. 1-19. [CrossRef]
- Wang, L., et al., High-resolution temporal transcriptome sequencing unravels ERF and WRKY as the master players in the regulatory networks underlying sesame responses to waterlogging and recovery. Genomics, 2021. 113(1): p. 276-290. [CrossRef]
- Wang, Y., et al., Identification and characterization of the bZIP transcription factor family and its expression in response to abiotic stresses in sesame. PLoS One, 2018. 13(7): p. e0200850. [CrossRef]
- Chowdhury, S., A. Basu, and S. Kundu, Overexpression of a new osmotin-like protein gene (SindOLP) confers tolerance against biotic and abiotic stresses in sesame. Frontiers in Plant Science, 2017. 8: p. 410. [CrossRef]
- Dossa, K., et al., Transcriptomic, biochemical and physio-anatomical investigations shed more light on responses to drought stress in two contrasting sesame genotypes. Scientific Reports, 2017. 7(1): p. 8755. [CrossRef]
- Zhang TiDe, Z.T., et al., Genetic analysis of flowering time with the mixed major gene plus polygene inheritance model in sesame. 2019.
- Shim, K.B., et al., Effect of temperature and daylength on flowering and growth characteristics. KOREAN JOURNAL OF CROP SCIENCE, 2020. 65(3): p. 241-247.
- YU, M., et al., Research advances on induced mutation breeding of sesame. Biotechnology Bulletin, 2017. 33(11): p. 8.
- Kouighat, M., et al., Novel genetic variability in sesame induced via ethyl methane sulfonate. Journal of Crop Improvement, 2021. 35(5): p. 654-665. [CrossRef]
- Sandhiya, V., et al., Determination of optimum dose of chemical mutagen for large scale seed treatment of white seeded sesame (Sesamum indicum L.) varieties. Electronic Journal of Plant Breeding, 2020. 11(1): p. 238-242.
- Parthasarathi, G., et al., Optimal lethal dose determination for gamma rays and EMS induced mutagenesis in TMV7 and SVPR1 Sesame (Sesamum indicum L.) varieties. Current Journal of Applied Science and Technology, 2020. 39(28): p. 136-144. [CrossRef]
- Bhuiyan, M.S.H., et al., Genetic variance and performance of sesame mutants for yield contributing characters. Malaysian Journal of Sustainable Agriculture, 2019. 3(2): p. 27-30.
- Patil, M.K., R. Lokesha, and J. Diwan, Genetic divergence of advanced mutant breeding lines in sesame (Sesamum indicum L.) assessed through D2 statistics. International Journal of Current Microbiology and Applied Science, 2018. 6(9): p. 3133-3139.
- Ashri, A., Sesamum Indicum, in Handbook of Flowering. 2019, CRC Press. p. 309-312.
- Weldemichael, M.Y., et al., Effect of sodium azide on quantitative and qualitative stem traits in the M2 generation of Ethiopian sesame (Sesamum indicum L.) genotypes. The Scientific World Journal, 2021. 2021(1): p. 6660711. [CrossRef]
- Jayaramachandran, M., et al., Genetic improvement of a neglected and underutilised oilseed crop: sesame (Sesamum indicum L.) through mutation breeding. The Nucleus, 2020. 63: p. 293-302.
- Aristya, V.E., T. Taryono, and R.A. Wulandari, Yield Components of Some Sesame Mutant Populations Induced by Gamma Irradiation. Bul. Tanam. Tembakau Serat Miny. Ind, 2019. 10(64): p. 2018.64-71. [CrossRef]
- Kumari, V., et al., Identification of Phytophthora blight resistant mutants through induced mutagenesis in sesame (Sesamum indicum L.). Indian Phytopathology, 2019. 72: p. 71-77. [CrossRef]
- Ravichandran, V. and S. Jayakumar, Effect of mutagens on quantitative characters in M2 and M3 generation of sesame (Sesamum indicum L.). International Letters of Natural Sciences, 2015(42).
- Gadri, Y., L.E. Williams, and Z. Peleg, Tradeoffs between yield components promote crop stability in sesame. Plant Science, 2020. 295: p. 110105. [CrossRef]
- Miao, H., et al., Identification of a Sidwf1 gene controlling short internode length trait in the sesame dwarf mutant dw607. Theoretical and Applied Genetics, 2020. 133: p. 73-86.
- Cheng, J.-Z., et al., Computer-aided diagnosis with deep learning architecture: applications to breast lesions in US images and pulmonary nodules in CT scans. Scientific Reports, 2016. 6(1): p. 24454. [CrossRef]
- Yol, E., Inheritance of long and dense capsule characteristics in sesame. Turkish Journal of Field Crops, 2017. 22(1): p. 8-13. [CrossRef]
- Liu HongYan, L.H., et al., Anatomical structure and photosynthetic characteristics of a yellow leaf mutant YL1 in sesame (Sesamum indicum L.). 2017.
- Yol, E. and B. Uzun, Inheritance of indehiscent capsule character, heritability and genetic advance analyses in the segregation generations of dehiscent x indehiscent capsules in sesame. Journal of Agricultural Sciences, 2019. 25(1): p. 79-85.
- Zhang, H., et al., Identification of a SiCL1 gene controlling leaf curling and capsule indehiscence in sesame via cross-population association mapping and genomic variants screening. BMC Plant Biology, 2018. 18: p. 1-12. [CrossRef]
- Duhoon, S. Exploitation of heterosis for raising productivity in sesame. in 4th International Crop Science Congress, Brisbane, Australia. 2004.
- Jeeva, G., K. Saravanan, and C. Sowmiya, Assessment of combining ability and standard heterosis through diallel analysis in sesame (Sesamum indicum L.). Electronic Journal of Plant Breeding, 2020. 11(02): p. 386-391.
- Zhao, Y., et al., Characterization and genetic mapping of a novel recessive genic male sterile gene in sesame (Sesamum indicum L.). Molecular breeding, 2013. 32: p. 901-908. [CrossRef]
- Liu, H., et al., Inheritance and molecular mapping of a novel dominant genic male-sterile gene in Sesamum indicum L. Molecular Breeding, 2015. 35: p. 1-14. [CrossRef]
- Liu, H., et al., Cytological characterization and molecular mapping of a novel recessive genic male sterility in sesame (Sesamum indicum L.). Plos One, 2018. 13(9): p. e0204034. [CrossRef]
- Wu, K., et al., Histological and transcriptional characterization of a novel recessive genic male sterility mutant in sesame (Sesamum indicum L.). Acta physiologiae plantarum, 2014. 36: p. 421-431. [CrossRef]
- Prabakaran, A., S.S. Rangasamy, and R. Ramalingam, Identification of cytoplasm-induced male sterility in sesame through wide hybridization. Current Science, 1995: p. 1044-1047.
- Liu, H., et al., Development, inheritance and breeding potential of a recessive genic male sterile line D248A in Sesame (Sesamum indicum L.). SpringerPlus, 2013. 2: p. 1-7. [CrossRef]
- Liu, H., et al., Fine mapping of a novel male-sterile mutant showing wrinkled-leaf in sesame by BSA-Seq technology. Industrial Crops and Products, 2020. 156: p. 112862. [CrossRef]
- Zheng YongZhan, Z.Y., et al., An analysis of chemical maintaining effect on genic male sterility in sesame (Sesamum indicum L.) I. The effect of CRA in restoring fertility for genic male sterility in sesame. 2000.
- Zhou, T., et al., Sicwinv1, a cell wall invertase from sesame, is involved in anther development. Journal of Plant Growth Regulation, 2019. 38: p. 1274-1286.
- Du, H., et al., A high-density genetic map constructed using specific length amplified fragment (SLAF) sequencing and QTL mapping of seed-related traits in sesame (Sesamum indicum L.). BMC Plant Biology, 2019. 19: p. 1-20. [CrossRef]
- Dossa, K., A physical map of important QTLs, functional markers and genes available for sesame breeding programs. Physiology and Molecular Biology of Plants, 2016. 22: p. 613-619. [CrossRef]
- Teboul, N., et al., Genetic architecture underpinning yield components and seed mineral–nutrients in sesame. Genes, 2020. 11(10): p. 1221. [CrossRef]
- Wu, K., et al., High-density genetic map construction and QTLs analysis of grain yield-related traits in Sesame (Sesamum indicum L.) based on RAD-Seq technology. BMC Plant Biology, 2014. 14: p. 1-14. [CrossRef]
- Rife, T.W., et al., Prospector: A mobile application for portable, high-throughput near-infrared spectroscopy phenotyping. The Plant Phenome Journal, 2021. 4(1): p. e20024.
- Mei, H., et al., QTL mapping of yield-related traits in sesame. Molecular Breeding, 2021. 41(7): p. 43. [CrossRef]
- Liang, J., et al., QTL mapping of PEG-induced drought tolerance at the early seedling stage in sesame using whole genome re-sequencing. PLoS One, 2021. 16(2): p. e0247681. [CrossRef]
- Sheng, C., et al., QTL-seq and transcriptome analysis disclose major QTL and candidate genes controlling leaf size in Sesame (Sesamum indicum L.). Frontiers in Plant Science, 2021. 12: p. 580846. [CrossRef]
- Sabag, I., G. Morota, and Z. Peleg, Genome-wide association uncovers the genetic architecture of tradeoff between flowering date and yield components in sesame. bioRxiv, 2021: p. 2021.04. 22.440889. [CrossRef]
- Asekova, S., et al., An integrated approach of QTL mapping and genome-wide association analysis identifies candidate genes for phytophthora blight resistance in sesame (Sesamum indicum L.). Frontiers in Plant Science, 2021. 12: p. 604709. [CrossRef]
- You, J., et al., CRISPR/Cas9-mediated efficient targeted mutagenesis in sesame (Sesamum indicum L.). Frontiers in Plant Science, 2022. 13: p. 935825. [CrossRef]



| Transcriptome | Results | Stress tolerance | Reference |
| HD-Zip I-IV) | 75% of SiHDz genes were differentially expressed in response to drought and salinity stress | Drought and salinity | [47] |
| SiWRKY | 65 genes were mapped on 15 linkage group | Growth and development Water logging and drought stress |
[48] |
| ERF and WRKY | 47 genes related to water logging resistance | Water logging | [49] |
| SibZIPs | Differential expression in response to abiotic stress | drought, water logging, osmotic, salt and cold stress | [50] |
| SindOLP | Drought, salinity, oxidative stress, and charcoal resistance | High expression of ROS-scavengers, chlorophyll contents, proline and low lipid peroxidation | [51] |
| fIRAK1/4 | Drought tolerant gene differentially expressed in sesame accessions | Peroxidase, heat shock protein, interleukin protein, APETALA2/ethylene-responsive element-binding protein and mitogen-activated protein kinase | [52] |
| Mutagen | Established population | Novel variation | Reference |
|---|---|---|---|
| Sodium azide | M2 | Glabrous stem | [62] |
| Sodium azide (15mM) |
M4 and M5 | Early maturity, yield advantage of 21% during Kharif season | [63] |
| 600 Gy Co | M4 | Salinity tolerance, number of capsules, 1000 seed mass | [64] |
| 300 Gy gamma rays | 416 M3 mutant | P 97-1 Phytophthora nicotianae resistance | [65] |
| 40KR gamma rays 1.5 mM |
M2, M3 | Early maturity, no. of capsule, seed yield plant-1 | [66] |
| - | M2 | Tetra carpillate per leaf, higher number of seeds capsule-1 | [67] |
| Male sterility | Source | Effects | Reference |
|---|---|---|---|
| Genetic male sterility 95ms-5AB |
Mutation in Yuzhi 4 Gamma rays Co60 |
Defective pollen, shrivelled anthers, recessive gene Sms1 | [76] |
| GMS line (W1098A) | Wild accession Yezhi2 (Sesamum mulayanum Nair) | Dominant genetic male sterility pollen abortion due to abnormal tapetum | [77] |
| RGMS (D248A) | Spontaneous male sterility in cultivar Zuzhi | Recessive male sterility. Ms gene may be selected by SB2993 and LG1-170. |
[78] |
| RGMS | 95ms-5A induced mutant vs 95ms-5A. | 27 differentially expressed transcripts identified in sterile vs fertile buds. 11 transcripts involved in energy metabolism, signal transduction and cell development | [79] |
| CMS | Sesamum malabaricum | Interspecific hybridization showed male sterility. Reciprocal effects were identified indicating cytoplasmic inheritance of organelles | [80] |
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