# Comparative Metabolome and Transcriptome Analyses Reveal Differential Enrichment of Metabolites with Age in Panax notoginseng Roots

**Authors:** Xinru Yan, Ao Zhang, Yiming Guan, Jinlong Jiao, Murad Ghanim, Yayu Zhang, Xiahong He, Rui Shi

PMC · DOI: 10.3390/plants13111441 · 2024-05-23

## TL;DR

This study compares 2- and 3-year-old Panax notoginseng roots to show that older plants have better biochemical profiles linked to medicinal properties.

## Contribution

The study reveals age-related differential enrichment of metabolites and genes in P. notoginseng roots with implications for medicinal quality.

## Key findings

- PN3 roots show enriched metabolites in lipid, nucleotide, and phenolic acid pathways compared to PN2.
- Transcriptome analysis highlights up-regulated genes in secondary metabolism and hormone signaling in PN3.
- Older plants (PN3) have better metabolome and transcriptome profiles related to growth and stress response.

## Abstract

Panax notoginseng is a perennial plant well known for its versatile medicinal properties, including hepatoprotective, antioxidant, anti-inflammatory, anti-tumor, estrogen-like, and antidepressant characteristics. It has been reported that plant age affects the quality of P. notoginseng. This study aimed to explore the differential metabolome and transcriptome of 2-year (PN2) and 3-year-old (PN3) P. notoginseng plant root samples. Principal component analysis of metabolome and transcriptome data revealed major differences between the two groups (PN2 vs. PN3). A total of 1813 metabolites and 28,587 genes were detected in this study, of which 255 metabolites and 3141 genes were found to be differential (p < 0.05) between PN2 vs. PN3, respectively. Among differential metabolites and genes, 155 metabolites and 1217 genes were up-regulated, while 100 metabolites and 1924 genes were down-regulated. The KEGG pathway analysis revealed differentially enriched metabolites belonging to class lipids (“13S-hydroperoxy-9Z, 11E-octadecadionic acid”, “9S-hydroxy-10E, 12Z-octadecadionic acid”, “9S-oxo-10E, 12Z-octadecadionic acid”, and “9,10,13-trihydroxy-11-octadecadionic acid”), nucleotides and derivatives (guanine and cytidine), and phenolic acids (chlorogenic acid) were found to be enriched (p < 0.05) in PN3 compared to PN2. Further, these differentially enriched metabolites were found to be significantly (p < 0.05) regulated via linoleic acid metabolism, nucleotide metabolism, plant hormone signal transduction, and arachidonic acid metabolism pathways. Furthermore, the transcriptome analysis showed the up-regulation of key genes MAT, DMAS, SDH, gallate 1-beta-glucosyltransferase, and beta-D-glucosidase in various plants’ secondary metabolic pathways and SAUR, GID1, PP2C, ETR, CTR1, EBF1/2, and ERF1/2 genes observed in phytohormone signal transduction pathway that is involved in plant growth and development, and protection against the various stressors. This study concluded that the roots of a 3-year-old P. notoginseng plant have better metabolome and transcriptome profiles compared to a 2-year-old plant with importantly enriched metabolites and genes in pathways related to metabolism, plant hormone signal transduction, and various biological processes. These findings provide insights into the plant’s dynamic biochemical and molecular changes during its growth that have several implications regarding its therapeutic use.

## Linked entities

- **Genes:** ACAT1 (acetyl-CoA acetyltransferase 1) [NCBI Gene 38], SARDH (sarcosine dehydrogenase) [NCBI Gene 1757], LOC108839722 (auxin-responsive protein SAUR21) [NCBI Gene 108839722], gid-1 (B30.2/SPRY domain-containing protein;CTLH domain-containing protein) [NCBI Gene 173332], PP2C (putative protein phosphatase) [NCBI Gene 5069542], ETR1 (Signal transduction histidine kinase, hybrid-type, ethylene sensor) [NCBI Gene 842951], CALCR (calcitonin receptor) [NCBI Gene 799], LOC109238500 (EIN3-binding F-box protein 1-like) [NCBI Gene 109238500], ERF1-2 (eukaryotic release factor 1-2) [NCBI Gene 837850]
- **Chemicals:** guanine (PubChem CID 135398634), cytidine (PubChem CID 6175), chlorogenic acid (PubChem CID 1794427)
- **Species:** Panax notoginseng (taxon 44586)

## Full-text entities

- **Diseases:** tumor (MESH:D009369), inflammatory (MESH:D007249)
- **Chemicals:** phenolic acids (MESH:C017616), chlorogenic acid (MESH:D002726), arachidonic acid (MESH:D016718), 13S-hydroperoxy-9Z, 11E-octadecadionic acid (-), cytidine (MESH:D003562), nucleotide (MESH:D009711), guanine (MESH:D006147), linoleic acid (MESH:D019787), lipids (MESH:D008055)
- **Species:** Panax notoginseng (notoginseng, species) [taxon 44586]

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11175106/full.md

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Source: https://tomesphere.com/paper/PMC11175106