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Metabolome-based genome-wide association study provides genetic insights into the andrographolide accumulation in Andrographis paniculata

doi: 10.1016/j.jgg.2026.03.013
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We sincerely thank the support of the Basic and Applied Basic Research Foundation of Guangdong Province (2023A1515220205), and further by the National Natural Science Foundation of China (U22A20446).

  • Received Date: 2025-06-14
  • Accepted Date: 2026-03-15
  • Rev Recd Date: 2026-03-08
  • Available Online: 2026-03-24
  • Andrographis paniculata is a distinctive medicinal plant that produces andrographolide-related metabolites, a class of diterpenoid compounds with potent anti-inflammatory activities. To elucidate the genetic mechanisms underlying the biosynthesis of these compounds, we perform comprehensive metabolic profiling and whole-genome resequencing on a natural population of A. paniculata. Population structure analysis reveals four distinct subgroups characterized by low intra-group genetic diversity but significant inter-group differentiation. Through metabolome-based genome-wide association study, we identify a significant locus associated with 14-deoxyandrographolide content. This locus harbors the candidate gene ApNB-ARC25 (CXN00004106), which encodes an NB-ARC domain-containing resistance protein. Functional characterization using virus-induced gene silencing shows that silencing of ApNB-ARC25 significantly reduces andrographolide accumulation and downregulates expressions of key genes in the andrographolide biosynthetic pathway. Heterologous overexpression of ApNB-ARC25 in rice not only improves resistance to blast disease but also enhances diterpenoid phytoalexin production. Our findings reveal that ApNB-ARC25 promotes diterpenoid accumulation and andrographolide biosynthesis by upregulating key genes involved in terpenoid backbone formation and diterpenoid synthesis. This work not only expands the functional understanding of the ApNB-ARC gene family but also provides a genetic resource for enhancing valuable compound accumulation in medicinal plants, offering important insights into the molecular regulation of medicinal metabolite biosynthesis.
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  • Alexander, D.H., Novembre, J., Lange, K., 2009. Fast model-based estimation of ancestry in unrelated individuals. Genome Res. 19, 1655-1664.
    Boyes, D.C., Nam, J., Dangl, J.L., 1998. The Arabidopsis thaliana RPM1 disease resistance gene product is a peripheral plasma membrane protein that is degraded coincident with the hypersensitive response. Proc. Natl. Acad. Sci. U. S. A. 95, 15849-15854.
    Cesari, S., Thilliez, G., Ribot, C., Chalvon, V., Michel, C., Jauneau, A., Rivas, S., Alaux, L., Kanzaki, H., Okuyama, Y., et al., 2013. The rice resistance protein pair RGA4/RGA5 recognizes the Magnaporthe oryzae effectors AVR-Pia and AVR1-CO39 by direct binding. Plant Cell 25, 1463-1481.
    Chan, E.K., Rowe, H.C., Corwin, J.A., Joseph, B., Kliebenstein, D.J., 2011. Combining genome-wide association mapping and transcriptional networks to identify novel genes controlling glucosinolates in Arabidopsis thaliana. PLoS Biol. 9, e1001125.
    Chandra, S., Kazmi, A.Z., Ahmed, Z., Roychowdhury, G., Kumari, V., Kumar, M., Mukhopadhyay, K., 2017. Genome-wide identification and characterization of NB-ARC resistant genes in wheat (Triticum aestivum L.) and their expression during leaf rust infection. Plant Cell Rep. 36, 1097-1112.
    Che, O.S., Bentley, M.A., Morieri, G., Preston, G.M., Gurr, S.J., 2016. Validation of reference genes for robust qRT-PCR gene expression analysis in the rice blast fungus Magnaporthe oryzae. PLoS ONE 11, e0160637.
    Chen, C., Wu, Y., Li, J., Wang, X., Zeng, Z., Xu, J., Liu Y., Feng, J., Chen, H., He, Y., et al., 2023. TBtools-II: A "one for all, all for one" bioinformatics platform for biological big-data mining. Mol. Plant 16, 1733-1742.
    Chen, S., Zhou, Y., Chen, Y., 2018. fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 34, 884-890.
    Dai, Y., Chen, S.R., Chai, L., Zhao, J., Wang, Y., Wang, Y., 2019. Overview of pharmacological activities of Andrographis paniculata and its major compound andrographolide. Crit. Rev. Food Sci. Nutr. 59, S17-S29.
    Danecek, P., Auton, A., Abecasis, G., Albers, C.A., Banks, E., DePristo, M.A., Handsaker, R.E., Lunter, G., Marth, G.T., Sherry, S.T., et al., 2011. The variant call format and VCFtools. Bioinformatics 27, 2156-2158.
    Dong, S.S., He, W.M., Ji, J.J., Zhang, C., Guo, Y., Yang, T.L., 2021. LDBlockShow: a fast and convenient tool for visualizing linkage disequilibrium and haplotype blocks based on variant call format files. Brief Bioinform. 22, bbaa227.
    Garg, A., Agrawal, L., Misra, R.C., Sharma, S., Ghosh, S., 2015. Andrographis paniculata transcriptome provides molecular insights into tissue-specific accumulation of medicinal diterpenes. BMC Genomics 16, 659.
    Garg, A., Sharma, S., Srivastava, P., Ghosh, S., 2021. Application of virus-induced gene silencing in Andrographis paniculata, an economically important medicinal plant. Protoplasma 258, 1155-1162.
    Huang, H.L., Qi, Q., Yang, Z.L., Chen, Z.R., Zhong, M.X., Zeng, H.S., Lv, B.D., Yang. C.Q., Jin, H.L., Wang, H.B., 2025. Warm temperatures regulate andrographolide biosynthesis through jasmonic acid signaling mediated by the ApMYC2-ApHSFB2b module in Andrographis paniculata. Plant J. 123, e70419.
    Jiao, J., Yang, Y., Wu, Z., Li, B., Zheng, Q., Wei, S., Wang, Y., Yang, M., 2019. Screening cyclooxygenase-2 inhibitors from Andrographis paniculata to treat inflammation based on bio-affinity ultrafiltration coupled with UPLC-Q-TOF-MS. Fitoterapia 137, 104259.
    Kang, L., Qian, L., Zheng, M., Chen, L., Chen, H., Yang, L., You, L., Yang, B., Yan, M., Gu, Y., et al., 2021. Genomic insights into the origin, domestication and diversification of Brassica juncea. Nat. Genet. 53, 1392-1402.
    Kaushik, S., Dar, L., Kaushik, S., Yadav, J.P., 2021. Identification and characterization of new potent inhibitors of dengue virus NS5 proteinase from Andrographis paniculata supercritical extracts on in animal cell culture and in silico approaches. J. Ethnopharmacol. 267, 113541.
    Lee, M.J., Rao, Y.K., Chen, K., Lee, Y.C., Chung, Y.S., Tzeng, Y.M., 2010. Andrographolide and 14-deoxy-11,12-didehydroandrographolide from Andrographis paniculata attenuate high glucose-induced fibrosis and apoptosis in murine renal mesangeal cell lines. J. Ethnopharmacol. 132, 497-505.
    Liang, Y., Chen, S., Wei, K., Yang, Z., Duan, S., Du, Y., Qu, P., Miao, J., Chen, W., Dong, Y., 2020. Chromosome Level Genome Assembly of Andrographis paniculata. Front. Genet. 11, 701.
    Li, H., Durbin, R., 2009. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25, 1754-1760.
    Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., 1000 Genome Project Data Processing Subgroup., 2009. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078-2079.
    Li, X., Yuan, W., Wu, J., Zhen, J., Sun, Q., Yu, M., 2022. Andrographolide, a natural anti-inflammatory agent: An Update. Front. Pharmacol. 13, 920435.
    Matsuda, F., Nakabayashi, R., Yang, Z., Okazaki, Y., Yonemaru, J., Ebana, K., Yano, M., Saito, K., 2015. Metabolome-genome-wide association study dissects genetic architecture for generating natural variation in rice secondary metabolism. Plant J. 81, 13-23.
    McKenna, A., Hanna, M., Banks, E., Sivachenko, A., Cibulskis, K., Kernytsky, A., Garimella, K., Altshuler, D., Gabriel, S., Daly, M., 2010. The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 20, 1297-1303.
    Miyamoto, K., Fujita, M., Shenton, M.R., Akashi, S., Sugawara, C., Sakai, A., Horie, K., Hasegawa, M., Kawaide, H., Mitsuhashi, W., 2016. Evolutionary trajectory of phytoalexin biosynthetic gene clusters in rice. Plant J. 87, 293-304.
    Okada, A., Shimizu, T., Okada, K., Kuzuyama, T., Koga, J., Shibuya, N., Nojiri, H., Yamane, H., 2007. Elicitor induced activation of the methylerythritol phosphate pathway toward phytoalexins biosynthesis in rice. Plant Mol. Biol. 65, 177-187.
    Okonechnikov, K., Conesa, A., Garcia-Alcalde, F., 2016. Qualimap 2: advanced multi-sample quality control for high-throughput sequencing data. Bioinformatics 32, 292-294.
    Okuyama, Y., Kanzaki, H., Abe, A., Yoshida, K., Tamiru, M., Saitoh, H., Fujibe, T., Matsumura, H., Shenton, M., Galam, D.C., 2011. A multifaceted genomics approach allows the isolation of the rice Pia-blast resistance gene consisting of two adjacent NBS-LRR protein genes. Plant J. 66, 467-479.
    Pan, Y.H., Chen, L., Guo, H.F., Feng, R., Lou, Q.J., Rashid, M.A.R., Zhu, X.Y., Qing, D.J., Liang, H.F., Gao, L.J., et al., 2022. Systematic Analysis of NB-ARC Gene Family in Rice and Functional Characterization of GNP12. Front. Genet. 13, 887217.
    Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M.A., Bender, D., Maller, J., Sklar, P., de Bakker, P.I., Daly, M.J., 2007. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am. J. Hum. Genet. 81, 559-575.
    Retief, J,D., 2000. Phylogenetic analysis using PHYLIP. Methods Mol. Biol. 132, 243-258.
    Singha, P.K., Roy, S., Dey, S., 2003. Antimicrobial activity of Andrographis paniculata. Fitoterapia 74, 692-694.
    Sun, W., Leng, L., Yin, Q., Xu, M., Huang, M., Xu, Z., Zhang, Y., Yao, H., Wang, C., Xiong, C., et al., 2019. The genome of the medicinal plant Andrographis paniculata provides insight into the biosynthesis of the bioactive diterpenoid neoandrographolide. Plant J. 97, 841-857.
    Tiwari, G., Singh, R., Singh, N., Choudhury, D.R., Paliwal, R., Kumar, A., Gupta, V., 2016. Study of arbitrarily amplified (RAPD and ISSR) and gene targeted (SCoT and CBDP) markers for genetic diversity and population structure in Kalmegh [Andrographis paniculata (Burm. f.) Nees]. Ind. Crops Prod. 86, 1-11.
    Toyomasu, T., Goda, C., Sakai, A., Miyamoto, K., Shenton, M. R., Tomiyama, S., Mitsuhashi, W., Yamane, H., Kurata, N., Okada, K., 2018. Characterization of diterpene synthase genes in the wild rice species Oryza brachyatha provides evolutionary insight into rice phytoalexin biosynthesis. Biochem. Biophys. Res. Commun. 50, 1221-1227.
    Valdiani, A., Javanmard, A., Talei, D., Tan, S.G., Nikzad, S., Kadir, M.A., Abdullah, S.N., 2013. Microsatellite-based evidences of genetic bottlenecks in the cryptic species "Andrographis paniculata Nees": a potential anticancer agent. Mol. Biol. Rep. 40, 1775-1784.
    Valdiani. A., Kadir, M.A., Saad, M.S., Talei, D., Tan, S.G., 2012. Intra-specific hybridization: generator of genetic diversification and heterosis in Andrographis paniculata Nees. A bridge from extinction to survival. Gene 505, 23-36.
    Wang, K., Li, M., Hakonarson, H., 2010. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Res. 38, e164.
    Wang, W., Li, Y., Dang, P., Zhao, S., Lai, D., Zhou, L., 2018. Rice Secondary Metabolites: Structures, Roles, Biosynthesis, and Metabolic Regulation. Molecules 23, 3098.
    Wang, S., Liang, M., Chen, W., Wan, H., Meng, X., Zhu, X., Lu, Y., Shen, Q., Jiang, C., Xie, N., et al., 2025. Completing the Biosynthesis of the Clinically Important Diterpenoid Andrographolide in Andrographis Paniculata. Angew. Chem. Int. Ed. Engl. 64, e202425303.
    Yang, J., Lee, S.H., Goddard, M.E., Visscher, P.M., 2011. GCTA: a tool for genome-wide complex trait analysis. Am. J. Hum. Genet. 88, 76-82.
    Ye, Z., Yamazaki, K., Minoda, H., Miyamoto, K., Miyazaki, S., Kawaide, H., Yajima, A., Nojiri, H., Yamane, H., Okada, K., 2018. In planta functions of cytochrome P450 monooxygenase genes in the phytocassane biosynthetic gene cluster on rice chromosome 2. Biosci. Biotechnol. Biochem. 82, 1021-1030.
    Zhang, C., Dong, S.S., Xu, J.Y., He, W.M., Yang, T.L., 2019. PopLDdecay: a fast and effective tool for linkage disequilibrium decay analysis based on variant call format files. Bioinformatics 35, 1786-1788.
    Zhao, J., Xu, Y., Li, H., An, W., Yin, Y., Wang, B., Wang, L., Wang, B., Duan, L., Ren, X., et al., 2024. Metabolite-based genome-wide association studies enable the dissection of the genetic bases of flavonoids, betaine and spermidine in wolfberry (Lycium). Plant Biotechnol. J. 22, 1435-1452.
    Zheng, W., Zhang, W., Liu, D., Yin, M., Wang, X., Wang, S., Shen, S., Liu, S., Huang, Y., Li, X., et al., 2023. Evolution-guided multiomics provide insights into the strengthening of bioactive flavone biosynthesis in medicinal pummelo. Plant Biotechnol. J. 21, 1577-1589.
    Zhu, J., Li, Q., Zhang, Q., Liu, L., Tang, R., He, L., He, S., Feng, S., Li, J., Shu, S., et al., 2025. Characterisation of Early Biosynthetic Steps of Atractylon via an Integrative Strategy. Plant Biotechnol. J. 23, 5728-5744.
    Zhou, B., Zhang, D., Wu, X., 2013. Biological activities and corresponding SARs of andrographolide and its derivatives. Mini. Rev. Med. Chem. 13, 298-309.
    Zhou, H., Xia, D., Li, P., Ao, Y., Xu, X., Wan, S., Li, Y., Wu, B., Shi, H., Wang, K., et al., 2021. Genetic architecture and key genes controlling the diversity of oil composition in rice grains. Mol. Plant 14, 456-469.
    Zhou, X., Stephens, M., 2012. Genome-wide efficient mixed-model analysis for association studies. Nat. Genet. 44, 821-824.
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