In Silico Study of Genetic Diversity in Goodyera spp. Using the matK DNA Barcode

Authors

  • Azmah Nururrahmani Biology Study Program, Faculty of Mathematics and Science Education, Universitas Pendidikan Indonesia
  • Shofiyyatuz Zahro Plant Biology Study Program, Graduate School, Department of Biology, Faculty of Mathematics and Science, IPB University https://orcid.org/0000-0002-8996-7976
  • Zakiyatul Wahidah SMPN 11 Surabaya
  • Sonya Putri Utami Biology Study Program, Faculty of Mathematics and Science Education, Universitas Pendidikan Indonesia
  • Topik Hidayat Biology Study Program, Faculty of Mathematics and Science Education, Universitas Pendidikan Indonesia https://orcid.org/0000-0002-4589-8059

DOI:

https://doi.org/10.24002/biota.v11i3.14216

Keywords:

DNA barcoding, Genetic diversity, Goodyera, In silico, matK

Abstract

The Genus Goodyera (Orchidaceae) is a terrestrial orchid, valued for its attractive foliage. However, resolving the taxonomy of Goodyera remains difficult based solely on morphology. The matK gene has shown high efficacy in resolving phylogenetic relationships within orchids. This in silico study aims to analyze the genetic diversity and kinship among Goodyera species using DNA barcoding based on the matK gene region. A total of 11 matK sequences from Goodyera species and one outgroup were retrieved from NCBI and analyzed using MEGA 12 and the MULTALIN web-based application. Phylogenetic tree reconstruction based on the matK gene divided Goodyera species into two ingroup clades and one outgroup. Genetic distances ranged from 0.000 – 0.138. The matK region indicates a low level of genetic diversity within Goodyera, with a genetic variance of 14.22%. Nucleotide composition shows a high content of thymine and adenine. These findings demonstrate the usefulness of matK and support the genetic collection efforts to clarify overlapping morphological characters in Goodyera. Further research using additional chloroplast markers is recommended to strengthen species resolution and database completeness.

References

Chase, M. W., Cameron, K. M., Freudenstein, J. V, Pridgeon, A. M., Salazar, G., Van Den Berg, C. and Schuiteman, A. (2015). An updated classification of Orchidaceae: Updated Classification of Orchidaceae. Botanical Journal of the Linnean Society, 177(2), 151–174. pp. https://doi.org/10.1111/boj.12234

Chika, S. (2024). In Cilico Study and Genetic Variation of Genus Rhododendron using DNA Barcode trnL–trnF Intergenic Spacer. Proceeding of International Conference on Biology Education, Natural Science, and Technology, 31–38. pp.

Chika, S. and Zahro, S. (2024). Assessment of the DNA Barcodes Characteristic and Evaluation Of Phylogenetic Relationship of Castanopsis argentea (Blume) A. DC. Berita Biologi, 23(3), 421–430. pp.

Christenhusz, M. J. M. and Byng, J. W. (2016). The number of known plants species in the world and its annual increase. Phytotaxa, 261(3), 201. p. https://doi.org/10.11646/phytotaxa.261.3.1

Doğan, İ. and Doğan, N. (2016). Genetic Distance Measures: Review. Turkiye Klinikleri Journal of Biostatistics, 8(1), 87–93. pp. https://doi.org/10.5336/biostatic.2015-49517

Dzikrina, H., Hidayat, T. and Sriyati, S. (2024). Pengembangan Primer Diagnostik Menggunakan Penanda mat-K Secara In Silico untuk Mendeteksi Kelangkaan Jenis Tumbuhan Di Indonesia. Al-Kauniyah: Jurnal Biologi, 17(1), 91–102. pp.

Edgar, R. C. (2004). MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Research, 32(5), 1792–1797. pp. https://doi.org/10.1093/nar/gkh340

Faza, A. M., Hidaya, A. K., Yona, H. F., Pangestu, T. T., Safa, M. S., Suyanto, E., Turhadi, T. and Fatchiyah, F. (2024). In Silico Evaluation of rbcL, matK, and psbA-trnH Regions on the Genus Spatholobus (Fabaceae). Jurnal Riset Biologi Dan Aplikasinya, 6(2), 73–81. pp.

Goldman, D. H. (2010). Flora of China , Text Volume 25 Flora of China , Text Volume 25: Orchidaceae. Wu, Z. Y. , P. H. Raven & Hong, D. Y. , committee co-chairs. Science Press, Beijing, & Missouri Botanical Garden Press, St. Louis; 2009. 588 pp. (hardcover). US$12. Harvard Papers in Botany, 15(2), 45. p. https://doi.org/10.3100/025.015.0214

Hausner, G., Olson, R., Simon, D., Johnson, I., Sanders, E. R., Karol, K. G., McCourt, R. M. and Zimmerly, S. (2006). Origin and Evolution of the Chloroplast trnK (matK) Intron: A Model for Evolution of Group II Intron RNA Structures. Molecular Biology and Evolution, 23(2), 380–391. pp. https://doi.org/10.1093/molbev/msj047

Ho, V. T. (2021). Evaluating the Effectiveness of Three DNA Bar code Loci to Classify Jewel Orchids Using In silico Approach. Bioscience Biotechnology Research Communications, 14(2), 587–593. pp. https://doi.org/10.21786/bbrc/14.2.23

Horiike, T. (2016). An Introduction to Molecular Phylogenetic Analysis. Reviews in Agricultural Science, 4(0), 36–45. pp. https://doi.org/10.7831/ras.4.0_36

Hovaňáková, L., Klongová, L. and Žiarovská, J. (2024). In silico Identification of Sequential Similarities of Selected Lipid Transfer Proteins. Agrobiodiversity for Improving Nutrition, Health and Life Quality, 8(1). https://doi.org/10.15414/ainhlq.2024.0001

Hu, C., Tian, H., Li, H., Hu, A., Xing, F., Bhattacharjee, A., Hsu, T., Kumar, P. and Chung, S. (2016). Phylogenetic Analysis of a ‘Jewel Orchid’ Genus Goodyera (Orchidaceae) Based on DNA Sequence Data from Nuclear and Plastid Regions. PLOS ONE, 11(2), e0150366. p. https://doi.org/10.1371/journal.pone.0150366

Immanissa, S., Faizal, I., Salamah, A., Sari, I. A. and Susilo, A. W. (2020). Genetic variation in Maturase K (matK) from cacao (Theobroma cacao L.) varieties in Indonesia. IOP Conference Series: Earth and Environmental Science, 481(1), 12026. p. https://doi.org/10.1088/1755-1315/481/1/012026

Juswara, L. S. and Ormerod, P. (2016). Revision of Goodyera rubicunda (Orchidaceae: Goodyerinae). Telopea, 19, 113–124. pp. https://doi.org/10.7751/telopea9171

Kapli, P., Yang, Z. and Telford, M. J. (2020). Phylogenetic tree building in the genomic age. Nature Reviews Genetics, 21(7), 428–444. pp. https://doi.org/10.1038/s41576-020-0233-0

Kim, T.-H. and Kim, J.-H. (2022). Molecular Phylogeny and Historical Biogeography of Goodyera R. Br. (Orchidaceae): A Case of the Vicariance Between East Asia and North America. Frontiers in Plant Science, 13, 850170. p. https://doi.org/10.3389/fpls.2022.850170

Liu, H., Feng, C. L., Luo, Y. B., Chen, B. S., Wang, Z. S. and Gu, H. Y. (2010). Potential challenges of climate change to orchid conservation in a Wild Orchid Hotspot in Southwestern China. Botanical Review, 76(2), 174–192. pp. https://doi.org/10.1007/s12229-010-9044-x

Mursyidin, D. H., Ahyar, G. M. Z., Saputra, A. W. and Hidayat, A. (2021). Genetic Diversity and Relationships of Phalaenopsis Based on the rbcL and trnL-F Markers: In Silico Approach. Biosaintifika: Journal of Biology & Biology Education, 13(2), 212–221. pp. https://doi.org/10.15294/biosaintifika.v13i2.29904

Mursyidin, D. H., Makruf, M. I. and Aliannur, N. (2023). Genetic Diversity and Relationship of Durian (Durio spp.) Germplasm Based on the Internal Transcribed Spacer (ITS) Region: In Silico Analysis. PLANTA TROPIKA, 11(1), 1–10. pp. https://doi.org/10.18196/pt.v11i1.13649

Muthi’ah, S. N., & Jannah, M. (2023). Analisis Filogenetik Pada Spesies Jeruk (Citrus SP.) Berdasarkan Sekuens Its Secara in Silico. BIO-SAINS: Jurnal Ilmiah Biologi, 3(1), 62-66

Nei, M. (1972). Genetic distance between populations. The American Naturalist, 106(949), 283–292. pp.

Nei, M. and Kumar, S. (2000). Molecular evolution and phylogenetics. Oxford university press.

Nguyen, M. P., Trinh, T. H., Ngo, T. K. A., Widiarsih, S. and Ho, V. T. (2023). In silico comparative analysis of the complete chloroplast genome sequences in different jewel orchid species. Nusantara Bioscience, 15(1). https://doi.org/10.13057/nusbiosci/n150102

Özsoy, A. U. and Tarikahya Hacioğlu, B. (2025). Genetic diversity of the Turkish accessions of two progenitor species, Triticum baeoticum Boiss. and Triticum urartu Thum. ex Gandil., using DArTSeq markers. Genetic Resources and Crop Evolution, 72(2), 1685–1698. pp. https://doi.org/10.1007/s10722-024-02046-8

POWO. (2025a). Goodyera foliosa (Lindl.) Benth. ex C.B.Clarke facilitated by the Royal Botanic Gardens, Kew. https://powo.science.kew.org/taxon/urn:lsid:ipni.org:names:636111-1

POWO. (2025b). Goodyera henryi Rolfe Facilitated by the Royal Botanic Gardens, Kew. https://powo.science.kew.org/taxon/urn:lsid:ipni.org:names:636129-1

Pratiwi, A., Kinasih, A., Meidianing, M. I., Kurniawan, F. Y. and Semiarti, E. (2023). In Silico Approach for DNA Barcoding using Phylogenetic Analysis of Coelogyne spp. based on the matK, rpoC1, rbcL and nrDNA Markers. Journal of Tropical Biodiversity and Biotechnology, 8(3), 73130. p. https://doi.org/10.22146/jtbb.73130

Pridgeon, A. M., Cribb, P. J. and Chase, M. W. (2016). Review Author ( s ): Richard M . Bateman Review by : Richard M . Bateman Published by : Springer on behalf of Royal Botanic Gardens , Kew Stable URL : http://www.jstor.org/stable/4111088 Accessed : 27-06-2016 17 : 33 UTC. 59(1).

Probojati, R. T., Listyorini, D., Sulisetijono, S. and Wahyudi, D. (2021). Phylogeny and estimated genetic divergence times of banana cultivars (Musa spp.) from Java Island by maturase K (matK) genes. Bulletin of the National Research Centre, 45(1), 33. p. https://doi.org/10.1186/s42269-021-00492-3

Rahimi, M. H., Javanmard, E., Taghipour, A., Haghighi, A. and Mirjalali, H. (2023). Multigene typing of Giardia Duodenalis isolated from tuberculosis and non-tuberculosis subjects. PLOS ONE, 18(3), e0283515. p. https://doi.org/10.1371/journal.pone.0283515

Rugayah, K. S. Y., Arifiani, D., Rustiami, H. and Girmansyah, D. (2017). Tumbuhan langka Indonesia: 50 jenis tumbuhan terancam punah.

Subari, A., Razak, A. and Sumarmin, R. (2021). Phylogenetic Analysis of Rasbora spp. Based on the Mitochondrial DNA COI gene in Harapan Forest. Jurnal Biologi Tropis, 21(1), 89–94. pp. https://doi.org/10.29303/jbt.v21i1.2351

Suetsugu, K., Hirota, S. K., Nakato, N., Suyama, Y. and Serizawa, S. (2022). Morphological, ecological, and molecular phylogenetic approaches reveal species boundaries and evolutionary history of Goodyeracrassifolia (Orchidaceae, Orchidoideae) and its closely related taxa. PhytoKeys, 212, 111. p.

Sururi, Z. F., Nururrahmani, A., Sihombing, M. E. and Hidayat, T. (2025). The Role of Chloroplast DNA Markers (psbA) in Maintaining the Position of Lemnoideae. Biota : Jurnal Ilmiah Ilmu-Ilmu Hayati. https://doi.org/10.24002/biota.v10i1.8906

Tamura, K. (1992). Estimation of the number of nucleotide substitutions when there are strong transition-transversion and G + C-content biases. Molecular Biology and Evolution, 9, 678–687. pp.

Teoh, E. S. (2016). Medicinal orchids of Asia. In Medicinal Orchids of Asia. https://doi.org/10.1007/978-3-319-24274-3

The IUCN Red List of Threatened Species. (2022). IUCN. https://www.iucnredlist.org/search?query=Goodyera&searchType=species

Vu, D. D., Pham, M. P., Dang, N. H., Le, X. D., Dang, H. C., Nguyen, H. T. and Nguyen, D. H. (2024). Identification and Genetic Diversity Analysis of Cinnamomum parthenoxylon (Jack) Meisn Species in Song Hinh Protection Forest, Vietnam Based on Three Chloroplast Gene Regions. Biomedical and Biotechnology Research Journal, 8(4), 415–421. pp. https://doi.org/10.4103/bbrj.bbrj_268_24

Wibberg, D., Stadler, M., Lambert, C., Bunk, B., Spröer, C., Rückert, C., Kalinowski, J., Cox, R. J. and Kuhnert, E. (2021). High quality genome sequences of thirteen Hypoxylaceae (Ascomycota) strengthen the phylogenetic family backbone and enable the discovery of new taxa. Fungal Diversity, 106(1), 7–28. pp. https://doi.org/10.1007/s13225-020-00447-5

Xu, P., Lu, C., Sun, Z., Kuang, Y., Cao, D., Huo, T., Li, C., Jin, H. and Zheng, X. (2022). In Silico Screening and Development of Microsatellite Markers for Genetic Analysis in Perca fluviatilis. Animals, 12(14), 1809. p. https://doi.org/10.3390/ani12141809

Zhang, X., Wu, F., Yang, N., Zhan, X., Liao, J., Mai, S. and Huang, Z. (2022). In silico Methods for Identification of Potential Therapeutic Targets. Interdisciplinary Sciences: Computational Life Sciences, 14(2), 285–310. pp. https://doi.org/10.1007/s12539-021-00491-y

Zou, Y., Zhang, Z., Zeng, Y., Hu, H., Hao, Y., Huang, S. and Li, B. (2024). Common Methods for Phylogenetic Tree Construction and Their Implementation in R. Bioengineering, 11(5), 480. p. https://doi.org/10.3390/bioengineering11050480

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Published

31-10-2026

How to Cite

Nururrahmani, A., Zahro, S., Wahidah, Z., Utami , S. P., & Hidayat, T. (2026). In Silico Study of Genetic Diversity in Goodyera spp. Using the matK DNA Barcode . Biota : Jurnal Ilmiah Ilmu-Ilmu Hayati, 11(3), 355–366. https://doi.org/10.24002/biota.v11i3.14216