# Integrative transcriptomic and metabolomic analyses provide insights into the effects of overexpression and knockout of NtLHT1 in different tissues

**Authors:** Jiaxin Xing, Wenyuan Wang, Qili Mi, Lumin Zhang, Changxin Cheng, Wenwu Yang, Li Xu, Jiarui Jiang, Haiying Xiang, Wanli Zeng, Wei He, Qian Gao

PMC · DOI: 10.3389/fpls.2026.1663088 · Frontiers in Plant Science · 2026-02-06

## TL;DR

This study explores how changing NtLHT1 levels in tobacco affects metabolism and gene activity in different plant parts.

## Contribution

The study reveals NtLHT1 as a key metabolic regulator with organ-specific effects on plant metabolism and hormone signaling.

## Key findings

- LHT1-OE caused greater metabolic and transcriptomic changes than LHT1-KO across plant organs.
- In roots, LHT1-OE upregulated alkaloid and zeatin biosynthesis pathways.
- In leaves, LHT1-OE reduced flavonoid and terpenoid biosynthesis and altered hormone levels.

## Abstract

Lysine-Histidine Transporter 1 (LHT1) is a key amino acid transporter involved in plant nutrition, metabolism, leaf development, and abiotic stress tolerance. However, the regulatory mechanisms of NtLHT1 (LHT1 in Nicotiana tobacum) across different plant organs remain poorly understood. In this study, we utilized NtLHT1 knockout (LHT1-KO), overexpression (LHT1-OE), and wild-type (LHT1-WT) tobacco lines (cv. Honghuadajinyuan) to investigate the organ-specific effects of altered NtLHT1 expression on metabolic and transcriptomic profiles. At the 10-leaf stage, leaves, stems, and roots were collected for transcriptome sequencing (RNA-seq) and ultra-performance liquid chromatography–tandem mass spectrometry (UPLC–MS/MS)-based metabolomic analysis, with qRT-PCR performed to validate RNA-seq results. Principal component analysis (PCA) revealed that organ identity exerted a stronger regulatory influence on the metabolome and transcriptome than NtLHT1 genetic manipulation. LHT1-OE induced more profound metabolic and transcriptomic perturbations across organs compared to LHT1-KO: in roots, LHT1-OE upregulated pathways related to alkaloid biosynthesis and zeatin biosynthesis; in stems, it enhanced phenylpropanoid and terpenoid metabolic flux; in leaves, it repressed flavonoid and terpenoid biosynthesis by downregulating key structural genes (e.g., ACCT, FPPS, TPS) and modulated hormone homeostasis by increasing cytokinin (CTK) accumulation and decreasing auxin (IAA) and gibberellin (GA) levels. Collectively, our multi-omics analysis demonstrates that NtLHT1 acts as a “metabolic node” integrating primary and secondary metabolism as well as hormone signaling, exerting organ-specific regulatory effects on tobacco metabolism and gene expression. These findings provide a molecular framework for understanding NtLHT1’s multifunctional roles and offer potential targets for improving agronomic traits (e.g., leaf size, stress tolerance) in tobacco and other crops through genetic manipulation.

## Linked entities

- **Genes:** FDPS (farnesyl diphosphate synthase) [NCBI Gene 2224], TPS (alpha,alpha-trehalose-phosphate synthase [UDP-forming]) [NCBI Gene 101889052]
- **Chemicals:** zeatin (PubChem CID 449093)

## Full-text entities

- **Genes:** LOC107814657 (flavonol synthase/flavanone 3-hydroxylase-like) [NCBI Gene 107814657] {aka FLS, NtFLS}, ERF1 [NCBI Gene 107825044], TPS [NCBI Gene 107810646], CHI [NCBI Gene 107779699], DXS [NCBI Gene 107790348], Lysine-Histidine Transporter 1 [NCBI Gene 100791368], C4H [NCBI Gene 107823514], LOC107802932 (ethylene-responsive transcription factor 3) [NCBI Gene 107802932] {aka EREBP-5, ERF-5, ERF3, ERF5, NtERF#227, NtERF5}, FPPS [NCBI Gene 107795792], LOC107792668 (phenylalanine ammonia-lyase) [NCBI Gene 107792668] {aka NtPAL}, ERF5 [NCBI Gene 107832284]
- **Chemicals:** glucuronate (MESH:D020723), zirconium (MESH:D015040), 3alpha-hydroxy-ent-kaurene (-), monoterpenoids (MESH:D039821), arginine (MESH:D001120), shikimic acid (MESH:D012765), Phe (MESH:D010649), triterpenoid (MESH:D014315), amino acid (MESH:D000596), lignans (MESH:D017705), nicotinate (MESH:D009525), ETH (MESH:D005000), sesquiterpenoids (MESH:D012717), agarose (MESH:D012685), ammonium acetate (MESH:C018824), cysteine (MESH:D003545), lipid (MESH:D008055), CTK (MESH:D003583), auxin (MESH:D007210), diterpenoids (MESH:D004224), Flavonoids (MESH:D005419), L-tryptophan (MESH:D014364), tryptamine (MESH:C030820), lysine (MESH:D008239), coumarins (MESH:D003374), GA (MESH:D005708), flavones (MESH:D047309), LPC (MESH:D008244), zeatin (MESH:D015026), aromatic amino acid (MESH:D024322), formic acid (MESH:C030544), flavone (MESH:C043562), linoleic acid (MESH:D019787), methanol (MESH:D000432), methionine (MESH:D008715), kaempferol-7-O-glucoside (MESH:C524169), Adenosine (MESH:D000241), MVA (MESH:D008798), carbon (MESH:D002244), flavonols (MESH:D044948), 6-Chloropurine (MESH:C079308), acetonitrile (MESH:C032159), nitrogen (MESH:D009584), ethylene (MESH:C036216), gibberellin (MESH:D005875), S-Adenosylmethionine (MESH:D012436), cinnamic acid (MESH:C029010), Terpenoid (MESH:D013729), nucleotides (MESH:D009711), phenolic acids (MESH:C017616), LPE (MESH:C008301), nicotinamide (MESH:D009536), water (MESH:D014867), Tyr (MESH:D014443), pentose (MESH:D010429), galactose (MESH:D005690), quinic acid (MESH:D011801), flavonol (MESH:C041477), 1-aminocyclopropane-1-carboxylic acid (MESH:C023863), glyoxylate (MESH:C031150)
- **Species:** Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702], Zea mays (maize, species) [taxon 4577], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Glycine max (soybean, species) [taxon 3847], Nicotiana tabacum (American tobacco, species) [taxon 4097]

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## Figures

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## References

25 references — full list in the complete paper: https://tomesphere.com/paper/PMC12920487/full.md

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Source: https://tomesphere.com/paper/PMC12920487