Submitted:
08 July 2026
Posted:
09 July 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Historic Background


1.2. Sayyeds in Modern Iran
1.3. Questions to Be Addressed
2. Materials and Methods
3. Results
3.1. Proportion and Geographical Distribution
3.2. Genetic Data
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix A.1. FST Values Calculated Using Iranian mtDNA Data, Including the Iranian SAYs
Appendix A.2. FST Values Calculated Using Iranian Y-Chromosome Data, Including the Iranian SAYs
Appendix B
References
- McDougall, J. Worlds of Islam: A Global History; Allen Lane: UK, 2026; p. 608. [Google Scholar]
- Mahdi, M.S. Islam. Available online: https://www.britannica.com/topic/Islam (accessed on 10/03/2026).
- Armstrong, K. Islam (UNIVERSAL HISTORY), New Ed ed.; Phoenix, 2001; p. 210. [Google Scholar]
- River, C. The History of the Sunni and Shia Split: Understanding the Divisions within Islam; CreateSpace Independent Publishing Platform, 2014; p. 44. [Google Scholar]
- Wwnorton. The Origins and Spread of Islam. Available online: https://nerd.wwnorton.com/ebooks/epub/worldstogetherap2/EPUB/content/2.1-chapter02.xhtml (accessed on 18/02/2026).
- Nicolini, M. The Sunni–Shia divide: Evidence from international trade. Econ. Lett. 2023, 232, 111337. [Google Scholar] [CrossRef]
- De Mamani, A.W.; McLaughlin, M.M.; Ahmad, S.S.; Saenz-Escalante, G.M. Chapter 2 - Islam and Muslim culture. In Culturally Informed Therapy for Muslims; Academic Press, 2026; pp. 31–51. [Google Scholar]
- Teimourian, H. A History of Philosophy in Mesopotamia, Classical Iran and Early Islam; Kindle, 2025; p. 205. [Google Scholar]
- EmersonKent. Muslim Distribution. Available online: https://www.emersonkent.com/map_archive/islamic_countries.htm (accessed on 21/02/2026).
- Bloom, J. Islam: A Thousand Years of Faith and Power; Yale University Press, 2002. [Google Scholar]
- Al-Qazwini, S.M. Shia Islam; Islamic Educational Center of Orange County, 2022; p. 238. [Google Scholar]
- Maghrebi, M. A Historical Research on the Lives of the 12 Shia Imams; Independently published, 2020; p. 351. [Google Scholar]
- Newman, A. THE ROLE OF THE SĀDĀT IN SAFAVID IRAN: CONFRONTATION OR ACCOMMODATION? Oriente Mod. 1999, 18(79), 577–596. [Google Scholar] [CrossRef]
- Fararu. How many Imamzadeh shrines are in every Iranian province? Available online: https://fararu.com/fa/news/631503/ (accessed on 27/02/2026).
- Belle, E.M.S.; Shah, S.; Parfitt, T.; Thomas, M.G. Y chromosomes of self-identified Syeds from the Indian subcontinent show evidence of elevated Arab ancestry but not of a recent common patrilineal origin. Archaeol. Anthropol. Sci. 2010, 2, 217–224. [Google Scholar] [CrossRef]
- Aarzoo, S.S.; Afzal, M. Gene diversity in some Muslim populations of North India. Hum. Biol. 2005, 77, 343–353. [Google Scholar] [CrossRef] [PubMed]
- Khubrani, Y.M.; Wetton, J.H.; Jobling, M.A. Extensive geographical and social structure in the paternal lineages of Saudi Arabia revealed by analysis of 27 Y-STRs. Forensic Sci. Int. Genet 2018, 33, 98–105. [Google Scholar] [CrossRef] [PubMed]
- Abu-Amero, K.K.; Hellani, A.; González, A.M.; Larruga, J.M.; Cabrera, V.M.; Underhill, P.A. Saudi Arabian Y-Chromosome diversity and its relationship with nearby regions. BMC Genet 2009, 10, 59. [Google Scholar] [CrossRef] [PubMed]
- Matsen, F.A.; Evans, S.N. To what extent does genealogical ancestry imply genetic ancestry? Theor. Popul Biol. 2008, 74, 182–190. [Google Scholar] [CrossRef] [PubMed]
- Ritter, P. The Y-Chromosome and Genetic Genealogy. Available online: https://web.stanford.edu/~philr/Bachman/DNABachman3.html (accessed on 04/03/2026).
- Árnadóttir, E.R.; Moore, K.H.S.; Guðmundsdóttir, V.B.; Ebenesersdóttir, S.S.; Guity, K.; Jónsson, H.; Stefánsson, K.; Helgason, A. The rate and nature of mitochondrial DNA mutations in human pedigrees. Cell 2024, 187, 3904–3918.e3908. [Google Scholar] [CrossRef] [PubMed]
- Altena, E.; Smeding, R.; van der Gaag, K.J.; Larmuseau, M.H.D.; Decorte, R.; Lao, O.; Kayser, M.; Kraaijenbrink, T.; de Knijff, P. The Dutch Y-chromosomal landscape. Eur. J. Hum. Genet 2020, 28, 287–299. [Google Scholar] [CrossRef] [PubMed]
- Navarro-López, B.; Granizo-Rodríguez, E.; Palencia-Madrid, L.; Raffone, C.; Baeta, M.; de Pancorbo, M.M. Phylogeographic review of Y chromosome haplogroups in Europe. Int. J. Leg. Med. 2021, 135, 1675–1684. [Google Scholar] [CrossRef] [PubMed]
- Hernández, C.L.; Dugoujon, J.M.; Sánchez-Martínez, L.J.; Cuesta, P.; Novelletto, A.; Calderón, R. Paternal lineages in southern Iberia provide time frames for gene flow from mainland Europe and the Mediterranean world. Ann. Hum. Biol. 2019, 46, 63–76. [Google Scholar] [CrossRef] [PubMed]
- El-Sibai, M.; Platt, D.E.; Haber, M.; Xue, Y.; Youhanna, S.C.; Wells, R.S.; Izaabel, H.; Sanyoura, M.F.; Harmanani, H.; Bonab, M.A.; et al. Geographical Structure of the Y-chromosomal Genetic Landscape of the Levant: A coastal-inland contrast. Ann. Hum. Genet. 2009, 73, 568–581. [Google Scholar] [CrossRef] [PubMed]
- Haber, M.; Platt, D.E.; Badro, D.A.; Xue, Y.; El-Sibai, M.; Bonab, M.A.; Youhanna, S.C.; Saade, S.; Soria-Hernanz, D.F.; Royyuru, A.; et al. Influences of history, geography, and religion on genetic structure: the Maronites in Lebanon. Eur. J. Hum. Genet 2011, 19, 334–340. [Google Scholar] [CrossRef] [PubMed]
- DiMarco, M. (re)Producing mtEve. Stud. Hist. Philos. Biol. BioMed Sci. 2020, 83, 101290. [Google Scholar] [CrossRef] [PubMed]
- Heinz, T.; Pala, M.; Gómez-Carballa, A.; Richards, M.B.; Salas, A. Updating the African human mitochondrial DNA tree: Relevance to forensic and population genetics. Forensic Sci. Int. Genet. 2017, 27, 156–159. [Google Scholar] [CrossRef] [PubMed]
- Gaens, N.; Souche, E.; Kivisild, T.; Geypen, J.; Seneca, S.; Calafell, F.; Larmuseau, M.H.D. The first population scale compendium of complete mitochondrial genomes from Flanders, Belgium. Forensic Sci. Int. Genet. 2026, 81, 103382. [Google Scholar] [CrossRef] [PubMed]
- Hiby, S.E.; Ashrafian-Bonab, M.; Farrell, L.; Single, R.M.; Balloux, F.; Carrington, M.; Moffett, A.; Ebrahimi, Z. Distribution of killer cell immunoglobulin-like receptors (KIR) and their HLA-C ligands in two Iranian populations. Immunogenetics 2010, 62, 65–73. [Google Scholar] [CrossRef] [PubMed]
- Ashrafian-Bonab, M.; Lawson Handley, L.J.; Balloux, F. Is urbanization scrambling the genetic structure of human populations? A case study. Heredity 2007, 98, 151–156. [Google Scholar] [CrossRef] [PubMed]
- Qiagen.com. DNA Purification. Available online: https://www.qiagen.com/gb/product-categories/discovery-and-translational-research/dna-rna-purification/dna-purification?cmpid=PC_QF_NON_dna-purification-sales_0321_SEA_GA&gad_source=1&gad_campaignid=12498785447&gbraid=0AAAAAD-RrCy6MDryyVBU_plJ-aLVW-efI&gclid=CjwKCAjwuO_QBhAWEiwAIkVhU9wREjgh0qBr70yNjsh5Hbb6PowiwQ4QuWCaYEkcizD2RXSjTETD0RoCRHYQAvD_BwE (accessed on 02/02/2026).
- Butler, J.M. Recent Developments in Y-Short Tandem Repeat and Y-Single Nucleotide Polymorphism Analysis. Forensic Sci. Rev. 2003, 15, 91–111. [Google Scholar] [PubMed]
- Butler, J.M.; Schoske, R.; Vallone, P.M.; Kline, M.C.; Redd, A.J.; Hammer, M.F. A novel multiplex for simultaneous amplification of 20 Y chromosome STR markers. Forensic Sci. Int. 2002, 129, 10–24. [Google Scholar] [CrossRef] [PubMed]
- Narayanan, S. Applications of restriction fragment length polymorphism. Ann. Clin. Lab Sci. 1991, 21, 291–296. [Google Scholar] [PubMed]
- Jarcho, J. Restriction fragment length polymorphism analysis Chapter 2, Unit 2.7. In Curr Protoc Hum Genet; 2001. [Google Scholar] [CrossRef] [PubMed]
- Rozas, J. Available online: https://www.ub.edu/dnasp/index.html (accessed on 09/03/2026).
- Excoffier, L.; Lischer, H.E. Arlequin suite ver 3.5: a new series of programs to perform population genetics analyses under Linux and Windows. Mol. Ecol. Resour. 2010, 10, 564–567. [Google Scholar] [CrossRef] [PubMed]
- Worldometer. Iran Population. Available online: https://www.worldometers.info/world-population/iran-population/ (accessed on 17/002/20266).
- Kılınç, T. Al-Sadr’s family tree and their influence in the Levant and Iraq. Available online: https://en.yenisafak.com/columns/taha-kilinc/al-sadrs-family-tree-and-their-influence-in-the-levant-and-iraq-3650054 (accessed on 05/04/2026).
- Røyrvik, E.C.; Burgstaller, J.P.; Johnston, I.G. mtDNA diversity in human populations highlights the merit of haplotype matching in gene therapies. Mol. Hum. Reprod. 2016, 22, 809–817. [Google Scholar] [CrossRef] [PubMed]
- Haarkötter, C.; Medina-Lozano, M.I.; Santisteban-Álvarez, F.; Gálvez, X.; Vinueza-Espinosa, D.C.; Saiz, M.; Díaz-Ruiz, D.; Álvarez, J.C.; Lorente, J.A. Chapter 4 - Analysis of mitochondrial DNA and its aid in forensic investigation. In Investigative and Predictive DNA Testing; Dash, H.R., Ed.; Academic Press, 2026; pp. 49–71. [Google Scholar]
- Metspalu, M.; Kivisild, T.; Metspalu, E.; Parik, J.; Hudjashov, G.; Kaldma, K.; Serk, P.; Karmin, M.; Behar, D.M.; Gilbert, M.T.; et al. Most of the extant mtDNA boundaries in south and southwest Asia were likely shaped during the initial settlement of Eurasia by anatomically modern humans. BMC Genet 2004, 5, 26. [Google Scholar] [CrossRef] [PubMed]
- Rosa, A.; Brehem, A. African human mtDNA phylogeography at-a-glance. J. Anthropol. Sci. 2011, 89, 25–58. [Google Scholar] [CrossRef] [PubMed]
- Kim, K.; Omori, R.; Ito, K. Inferring epidemiological dynamics of infectious diseases using Tajima’s D statistic on nucleotide sequences of pathogens. Epidemics 2017, 21, 21–29. [Google Scholar] [CrossRef] [PubMed]
- Zeng, K.; Fu, Y.X.; Shi, S.; Wu, C.I. Statistical tests for detecting positive selection by utilizing high-frequency variants. Genetics 2006, 174, 1431–1439. [Google Scholar] [CrossRef] [PubMed]
- IBM. SPSS Text Analytics 14.0 Fix Pack 2. Available online: https://www.ibm.com/support/pages/spss-text-analytics-140-fix-pack-2 (accessed on 17/03/2026).
- Dumache, R.; Ciocan, V.; Muresan, C.; Enache, A. Molecular DNA Analysis in Forensic Identification. Clin. Lab 2016, 62, 245–248. [Google Scholar] [CrossRef] [PubMed]
- Tang, X.; Tian, J.Z.; Zhang, Y.W.; Yin, C.Y.; Tang, Z.; Li, S.; Yao, J.; Huang, J.W.; Li, S.L. Genetic Structure Analysis of Y Chromosome STR and SNP in Population of Changshu. Fa Yi Xue Za Zhi 2020, 36, 538–544. [Google Scholar] [CrossRef] [PubMed]
- Wang, C.-C.; Wang, L.-X.; Shrestha, R.; Wen, S.; Zhang, M.; Tong, X.; Jin, L.; Li, H. Convergence of Y Chromosome STR Haplotypes from Different SNP Haplogroups Compromises Accuracy of Haplogroup Prediction. J. Genet. Genom. 2015, 42, 403–407. [Google Scholar] [CrossRef] [PubMed]
- Athey, T.W. Haplogroup Prediction from Y-STR Values Using an Allele-Frequency Approach; 2005. [Google Scholar]
- Bandelt, H.J.; Macaulay, V.; Richards, M. Median networks: speedy construction and greedy reduction, one simulation, and two case studies from human mtDNA. Mol. Phylogenet Evol. 2000, 16, 8–28. [Google Scholar] [CrossRef] [PubMed]
- Herrnstadt, C.; Elson, J.L.; Fahy, E.; Preston, G.; Turnbull, D.M.; Anderson, C.; Ghosh, S.S.; Olefsky, J.M.; Beal, M.F.; Davis, R.E.; Howell, N. Reduced-median-network analysis of complete mitochondrial DNA coding-region sequences for the major African, Asian, and European haplogroups. Am. J. Hum. Genet 2002, 70, 1152–1171. [Google Scholar] [CrossRef] [PubMed]
- Seielstad, M.T.; Hebert, J.M.; Lin, A.A.; Underhill, P.A.; Ibrahim, M.; Vollrath, D.; Cavalli-Sforza, L.L. Construction of human Y-chromosomal haplotypes using a new polymorphic A to G transition. Hum. Mol. Genet 1994, 3, 2159–2161. [Google Scholar] [CrossRef] [PubMed]
- Semino, O.; Magri, C.; Benuzzi, G.; Lin, A.A.; Al-Zahery, N.; Battaglia, V.; Maccioni, L.; Triantaphyllidis, C.; Shen, P.; Oefner, P.J.; et al. Origin, diffusion, and differentiation of Y-chromosome haplogroups E and J: inferences on the neolithization of Europe and later migratory events in the Mediterranean area. Am. J. Hum. Genet 2004, 74, 1023–1034. [Google Scholar] [CrossRef] [PubMed]
- Sahakyan, H.; Margaryan, A.; Saag, L.; Karmin, M.; Flores, R.; Haber, M.; Kushniarevich, A.; Khachatryan, Z.; Bahmanimehr, A.; Parik, J.; et al. Origin and diffusion of human Y chromosome haplogroup J1-M267. Sci. Rep. 2021, 11, 6659. [Google Scholar] [CrossRef] [PubMed]
- Wang, F.; Song, F.; Song, M.; Luo, H.; Hou, Y. Genetic structure and paternal admixture of the modern Chinese Zhuang population based on 37 Y-STRs and 233 Y-SNPs. Forensic Sci. Int. Genet 2022, 58, 102681. [Google Scholar] [CrossRef] [PubMed]
- Behar, D.M.; Thomas, M.G.; Skorecki, K.; Hammer, M.F.; Bulygina, E.; Rosengarten, D.; Jones, A.L.; Held, K.; Moses, V.; Goldstein, D.; et al. Multiple origins of Ashkenazi Levites: Y chromosome evidence for both Near Eastern and European ancestries. Am. J. Hum. Genet 2003, 73, 768–779. [Google Scholar] [CrossRef] [PubMed]
- Soares, P.; Achilli, A.; Semino, O.; Davies, W.; Macaulay, V.; Bandelt, H.J.; Torroni, A.; Richards, M.B. The archaeogenetics of Europe. Curr. Biol. 2010, 20, R174–183. [Google Scholar] [CrossRef] [PubMed]
- Costa, M.D.; Pereira, J.B.; Pala, M.; Fernandes, V.; Olivieri, A.; Achilli, A.; Perego, U.A.; Rychkov, S.; Naumova, O.; Hatina, J.; et al. A substantial prehistoric European ancestry amongst Ashkenazi maternal lineages. Nat. Commun. 2013, 4, 2543. [Google Scholar] [CrossRef] [PubMed]
- Wang, C.C.; Gilbert, M.T.; Jin, L.; Li, H. Evaluating the Y chromosomal timescale in human demographic and lineage dating. Investig. Genet 2014, 5, 12. [Google Scholar] [CrossRef] [PubMed]
- Zhivotovsky, L.A.; Underhill, P.A.; Cinnioğlu, C.; Kayser, M.; Morar, B.; Kivisild, T.; Scozzari, R.; Cruciani, F.; Destro-Bisol, G.; Spedini, G.; et al. The effective mutation rate at Y chromosome short tandem repeats, with application to human population-divergence time. Am. J. Hum. Genet 2004, 74, 50–61. [Google Scholar] [CrossRef] [PubMed]
- Helgason, A.; Einarsson, A.W.; Guðmundsdóttir, V.B.; Sigurðsson, Á.; Gunnarsdóttir, E.D.; Jagadeesan, A.; Ebenesersdóttir, S.S.; Kong, A.; Stefánsson, K. The Y-chromosome point mutation rate in humans. Nat. Genet. 2015, 47, 453–457. [Google Scholar] [CrossRef] [PubMed]
- Ding, Q.; Hu, Y.; Koren, A.; Clark, A.G. Mutation Rate Variability across Human Y-Chromosome Haplogroups. Mol. Biol. Evol. 2021, 38, 1000–1005. [Google Scholar] [CrossRef] [PubMed]
- Underhill, P.A.; Poznik, G.D.; Rootsi, S.; Järve, M.; Lin, A.A.; Wang, J.; Passarelli, B.; Kanbar, J.; Myres, N.M.; King, R.J.; et al. The phylogenetic and geographic structure of Y-chromosome haplogroup R1a. Eur. J. Hum. Genet 2015, 23, 124–131. [Google Scholar] [CrossRef] [PubMed]
- Griffiths, R.C.; Tavaré, S. Ancestral inference from haplotypes and mutations. Theor. Popul. Biol. 2018, 122, 12–21. [Google Scholar] [CrossRef] [PubMed]
- Kayser, M.; Brauer, S.; Weiss, G.; Underhill, P.A.; Roewer, L.; Schiefenhövel, W.; Stoneking, M. Melanesian origin of Polynesian Y chromosomes. Curr. Biol. 2000, 10, 1237–1246. [Google Scholar] [CrossRef] [PubMed]
- Tremblay, M.; Vézina, H. New estimates of intergenerational time intervals for the calculation of age and origins of mutations. Am. J. Hum. Genet 2000, 66, 651–658. [Google Scholar] [CrossRef] [PubMed]







| Populations and Abbreviations | Main Provinces samples collected from | Total number of samples collected in the area | Number of Sayyed samples collected in the area | Percentage of Sayyed samples collected in the area |
|---|---|---|---|---|
| Fars (FA1) | Tehran, Qazvin | 390 | 17 | 4.35% |
| Fars (FA2) | Markazi | 75 | 3 | 4.0% |
| Fars (FA3) | Semnan, Damqan, Shahrod | 55 | 2 | 3.63% |
| Fars (FA4) | Esfehan | 105 | 7 | 6.66% |
| Fars (FA5) | Fars | 45 | 4 | 8.88% |
| Fars (FA6) | Khozestan | 70 | 6 | 8.57% |
| Fars (FA7) | North Khorasan | 50 | 4 | 8.0% |
| Fars (FA8) | South Khorasan | 52 | 3 | 5.76% |
| Fars (FA9) | Yazd | 74 | 8 | 10.81% |
| Fars (FA10) | Kerman | 60 | 6 | 10% |
| Arab (ARB) | Khozestan, Boshehr | 96 | 4 | 4.16% |
| Azari (AZE) | East Azerbaijan | 110 | 4 | 3.63% |
| Azari (AZW) | West Azerbaijan | 102 | 1 | 0.98% |
| Azari (ZAN) | Zanjan | 80 | 2 | 2.5% |
| Baloch (BAL) | Sistan & Balochestan | 135 | 1 | 0.74% |
| Gilak (GIL) | Gilan | 125 | 9 | 7.2% |
| Fars (JON) | Hormozgan, Fars | 100 | 4 | 4.0% |
| Kord (KER) | Kermanshah | 120 | 8 | 6.66% |
| Kord (KOR) | Kordestan | 135 | 9 | 6.66% |
| Lor (LOR) | Lorestan, Chahar Mahal va Bakhtiari | 125 | 7 | 5.6% |
| Mazandarani (MAZ) | Mazandaran | 120 | 9 | 7.5% |
| Sistani (SIS) | Sistan & Balochestan | 130 | 4 | 3.07% |
| Tats (TAT) | Qazvin | 70 | 1 | 1.42% |
| Turkmen (TOR) | Gholestan | 90 | 0 | 0% |
| TOTAL | 2514 | 123 | 4.89% | |
| mtDNA Haplogroups | FA1 | ARB | SAY | Y chromosome Haplogroups |
FA1 | ARB | SAY |
|---|---|---|---|---|---|---|---|
| Sample size | 390 | 96 | 90 | Sample size | 84 | 76 | 75 |
| L1c | - | - | 1.1 | E3a | 1.1 | 2.6 | 1.1 |
| L3d | - | - | 1.1 | E3b | 8.3 | 1.3 | 4.4 |
| L3a | - | 3 | - | G2 | 2.3 | 9.2 | 6.6 |
| M | - | - | - | G5 | - | - | - |
| C | - | - | 1.1 | H | 2.3 | - | 2.2 |
| D | 1 | - | 2.2 | I1a | 1.1 | - | - |
| G | 1 | - | - | I1b1 | 5.9 | 1.3 | 2.2 |
| N | 4 | 5 | 3.3 | I1b1b | - | - | - |
| N1a | - | 3 | - | I1b2 | - | - | 1.1 |
| N1b | 4 | 3 | 2.2 | I1b2a | 1.1 | - | 1.1 |
| N1c | 1 | 3 | 1.1 | J1 | 2.3 | 10.5 | 18.6 |
| I | 2 | - | 4.4 | J2a1b | - | 3.9 | 5.3 |
| A | - | - | - | J2a1k | - | - | - |
| W | 2 | 1 | 1.1 | J2a | 14.2 | - | 12 |
| X | 1 | 1 | 2.2 | J2 | 3.1 | 1.3 | 1.3 |
| R | - | - | 1.1 | K2 | 3.5 | - | 5.3 |
| R1 | - | - | - | L | 1.1 | 1.3 | 9.3 |
| R2 | 2 | 1 | 2.2 | N | - | 1.3 | 1.3 |
| B | 4 | 7 | 7.7 | Q | 2.3 | 6.5 | 1.3 |
| F | - | - | 2.2 | R1a | 21.4 | 3.9 | 8 |
| pre-HV | 2 | 9 | 3.3 | R1b | 5.9 | - | 6.6 |
| HV | - | 1 | - | ||||
| HV1 | 1 | - | 2.2 | ||||
| HV2 | 1 | - | - | ||||
| H | 24 | 12 | 16.6 | ||||
| V | 1 | 1 | - | ||||
| U | 3 | 1 | 2.2 | ||||
| U1 | 1 | - | - | ||||
| U1a | 1 | 5 | - | ||||
| U1b | 1 | - | 5.5 | ||||
| U2 | - | - | 1.1 | ||||
| U3 | 5 | 3 | 2.2 | ||||
| U4 | 4 | - | 3.3 | ||||
| U5 | 1 | - | 2.2 | ||||
| U7 | 4 | 1 | 3.3 | ||||
| K | 7 | 5 | 2.2 | ||||
| JT | 1 | 4 | 2.2 | ||||
| J | 2 | 3 | 3.3 | ||||
| J1 | 3 | 9 | 1.1 | ||||
| J2 | 3 | - | 2.2 | ||||
| T | 7 | 5 | 5.5 | ||||
| T1 | 1 | 3 | 3.3 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).