Integrated Transcriptomics and Metabolomics Studies Reveal Steroid Biosynthesis Pathway and BCL2 Inhibitory Diazo-Progesterone of Drimia indica for Conservation and Sustainable Utilization.

IF 2.2 4区 医学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Current pharmaceutical biotechnology Pub Date : 2024-10-09 DOI:10.2174/0113892010322778240927073617
Vivek Shit, Mahesh Kumar Dhakar, Manoj Kumar
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Abstract

Background: This study is the first report on the sequence of the transcriptome of Drimia indica, a non-model plant with medicinal properties found in a forest tribal belt, using the Illumina NovaSeq platform. The primary objectives of this study were to elucidate the gene expression profiles in different tissues, identify key regulatory genes and pathways involved in secondary metabolite biosynthesis, and explore the plant's potential pharmacological properties.

Methods: The study generated 670087 unigenes from both leaves and roots and identified putative homologs of annotated sequences against UniProt/Swiss-Prot and KEGG databases. The functional annotation of the identified unigenes revealed the secondary metabolite biosynthetic process as the most prominent pathway, with gene enrichment analysis predominantly accounting for secondary metabolite pathways, such as terpenoid, steroid, flavonoid, alkaloid, selenocompound, and cortisol synthesis. The study also identified regulatory genes NAC, Bhlh, WRKY, and C2H2 on the transcriptome dataset.

Results: The functionally annotated unigenes suggested phytocompounds in Drimia indica to have multi-potent properties, such as anti-cancer, anti-inflammatory, and anti-diabetic activities, which has been further validated by GC-MS-based metabolite profiling. Notably, we have identified two novel molecules, di-azo progesterone and 4H-pyran-4-one 2,3-dihydro-3,5-dihydroxy- 6-methyl, with potential BCL2 inhibitory anticancer properties, supported by stable binding interactions observed in molecular docking and dynamics simulations. Additionally, an abundance of mono-nucleotide SSR markers has been identified, useful for genetic diversity studies.

Conclusion: This study provides a foundational understanding of the molecular mechanisms in Drimia indica, highlighting its potential as a source for novel therapeutic agents and contributing valuable insights for future pharmacological and agricultural applications. However, further in vivo studies are warranted to confirm these findings and validate their pharmacological efficacy and therapeutic potential. The SSR markers identified also offer valuable tools for molecular genetics, plant breeding, and sustainable drug development.

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背景:本研究是利用 Illumina NovaSeq 平台首次报道 Drimia indica 的转录组序列,这是一种在森林部落地带发现的具有药用价值的非模式植物。这项研究的主要目的是阐明不同组织中的基因表达谱,确定参与次生代谢物生物合成的关键调控基因和通路,并探索该植物的潜在药理特性:研究从叶和根中生成了 670087 个单体基因,并根据 UniProt/Swiss-Prot 和 KEGG 数据库中的注释序列确定了推定同源物。对鉴定出的单基因进行功能注释后发现,次生代谢物生物合成过程是最主要的途径,基因富集分析主要涉及次生代谢物途径,如萜类、甾体、黄酮类、生物碱、硒化合物和皮质醇的合成。研究还在转录组数据集上发现了调控基因 NAC、Bhlh、WRKY 和 C2H2:结果:功能注释的单基因表明,Drimia indica 中的植物化合物具有多种功效,如抗癌、抗炎和抗糖尿病活性,基于 GC-MS 的代谢物分析进一步验证了这一点。值得注意的是,我们发现了两个具有潜在 BCL2 抑制抗癌特性的新分子:二偶氮黄体酮和 2,3-二氢-3,5-二羟基-6-甲基 4H-吡喃-4-酮。此外,还发现了大量单核苷酸 SSR 标记,有助于遗传多样性研究:本研究提供了对 Drimia indica 分子机制的基本认识,突出了其作为新型治疗药物来源的潜力,并为未来的药理和农业应用提供了宝贵的见解。不过,还需要进一步的体内研究来证实这些发现,并验证其药理功效和治疗潜力。鉴定出的 SSR 标记也为分子遗传学、植物育种和可持续药物开发提供了宝贵的工具。
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来源期刊
Current pharmaceutical biotechnology
Current pharmaceutical biotechnology 医学-生化与分子生物学
CiteScore
5.60
自引率
3.60%
发文量
203
审稿时长
6 months
期刊介绍: Current Pharmaceutical Biotechnology aims to cover all the latest and outstanding developments in Pharmaceutical Biotechnology. Each issue of the journal includes timely in-depth reviews, original research articles and letters written by leaders in the field, covering a range of current topics in scientific areas of Pharmaceutical Biotechnology. Invited and unsolicited review articles are welcome. The journal encourages contributions describing research at the interface of drug discovery and pharmacological applications, involving in vitro investigations and pre-clinical or clinical studies. Scientific areas within the scope of the journal include pharmaceutical chemistry, biochemistry and genetics, molecular and cellular biology, and polymer and materials sciences as they relate to pharmaceutical science and biotechnology. In addition, the journal also considers comprehensive studies and research advances pertaining food chemistry with pharmaceutical implication. Areas of interest include: DNA/protein engineering and processing Synthetic biotechnology Omics (genomics, proteomics, metabolomics and systems biology) Therapeutic biotechnology (gene therapy, peptide inhibitors, enzymes) Drug delivery and targeting Nanobiotechnology Molecular pharmaceutics and molecular pharmacology Analytical biotechnology (biosensing, advanced technology for detection of bioanalytes) Pharmacokinetics and pharmacodynamics Applied Microbiology Bioinformatics (computational biopharmaceutics and modeling) Environmental biotechnology Regenerative medicine (stem cells, tissue engineering and biomaterials) Translational immunology (cell therapies, antibody engineering, xenotransplantation) Industrial bioprocesses for drug production and development Biosafety Biotech ethics Special Issues devoted to crucial topics, providing the latest comprehensive information on cutting-edge areas of research and technological advances, are welcome. Current Pharmaceutical Biotechnology is an essential journal for academic, clinical, government and pharmaceutical scientists who wish to be kept informed and up-to-date with the latest and most important developments.
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