# Integrated Metabolomics and Transcriptomics Analysis Reveals the Biosynthetic Mechanism of Isoquinoline Alkaloids in Different Tissues of Hypecoum erectum L

**Authors:** Sainan Wang, Yan Du, Meiqing Yang

PMC · DOI: 10.3390/cimb48030309 · 2026-03-13

## TL;DR

This study combines metabolomics and transcriptomics to identify how and where isoquinoline alkaloids are made in the plant Hypecoum erectum.

## Contribution

The study reveals the biosynthetic mechanism and tissue-specific regulation of isoquinoline alkaloids in Hypecoum erectum.

## Key findings

- Twenty-six isoquinoline alkaloids were identified as differentially accumulated metabolites across tissues.
- Eleven root-specific genes were linked to the elevated production of key alkaloids in roots.
- Transcription factors like bHLH, NAC, and ERF were found to regulate IQA biosynthesis.

## Abstract

Hypecoum erectum L. is a medicinal plant known for its high content of isoquinoline alkaloids (IQAs), a class of compounds with diverse pharmacological activities. To elucidate the biosynthetic mechanisms and tissue-specific accumulation of IQAs, we integrated HPLC-MS/MS-based metabolomic analysis with RNA sequencing (RNA-seq) transcriptomic profiling across the roots, stems, and leaves of H. erectum. Metabolomic analysis identified twenty-six IQAs as differentially accumulated metabolites (DAMs) among the three tissues, while transcriptomic analysis revealed twenty-two categories of differentially expressed genes (DEGs) involved in IQA biosynthesis. KEGG pathway enrichment analysis demonstrated that nine DAMs and twenty categories of DEGs were co-enriched in the IQA biosynthetic pathway of Hypecoum erectum. Notably, seven key DAMs—Stylopine, Protopine, Magnoflorine, Corydaline, Tetrahydropalmatine, Sanguinarine, and Palmatine—preferentially accumulated in the root, concomitant with the elevated expression of eleven root-specific DEGs, including GOT1, CYP719A14, SMT, CYP719A1_2_3_13, PSOMT1, E2.1.1.116, CYP80B1, E2.1.1.128, NCS, ASP5, and BBE1. Gene–metabolite correlation network analysis further identified nine DAMs and fifteen DEGs closely associated with IQA biosynthesis, highlighting key enzymatic regulators of alkaloid accumulation. Additionally, several transcription factor (TF) families, including bHLH, NAC, and ERF families, were predicted to participate in the transcriptional regulation of IQA-related genes. Collectively, these findings demonstrate that roots are the primary site of IQA biosynthesis in H. erectum and provide a molecular framework for understanding the regulation and utilization of its medicinally active components.

## Linked entities

- **Genes:** GOT1 (glutamic-oxaloacetic transaminase 1) [NCBI Gene 2805], smt (small thorax) [NCBI Gene 252669], LOC113338827 ((R,S)-reticuline 7-O-methyltransferase) [NCBI Gene 113338827], LOC113314340 ((S)-N-methylcoclaurine 3'-hydroxylase isozyme 1) [NCBI Gene 113314340], LOC110898153 (S-norcoclaurine synthase 2) [NCBI Gene 110898153], asp-5 (Peptidase A1 domain-containing protein) [NCBI Gene 179211], LOC110094434 (reticuline oxidase-like) [NCBI Gene 110094434]
- **Chemicals:** Stylopine (PubChem CID 6770), Protopine (PubChem CID 4970), Magnoflorine (PubChem CID 73337), Corydaline (PubChem CID 101301), Tetrahydropalmatine (PubChem CID 5417), Sanguinarine (PubChem CID 5154), Palmatine (PubChem CID 19009)
- **Species:** Hypecoum erectum (taxon 1655241)

## Full-text entities

- **Genes:** HMOX1 (heme oxygenase 1) [NCBI Gene 3162] {aka HMOX1D, HO-1, HSP32, bK286B10}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, GPX4 (glutathione peroxidase 4) [NCBI Gene 2879] {aka GPx-4, GSHPx-4, MCSP, PHGPx, SMDS, snGPx}, LOC113338827 ((R,S)-reticuline 7-O-methyltransferase) [NCBI Gene 113338827] {aka 7OMT, PSOMT1}, SNCA (synuclein alpha) [NCBI Gene 6622] {aka NACP, PARK1, PARK4, PD1}, DDC (dopa decarboxylase) [NCBI Gene 1644] {aka AADC}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, AOC3 (amine oxidase copper containing 3) [NCBI Gene 8639] {aka HPAO, SSAO, VAP-1, VAP1}, HSD17B6 (hydroxysteroid 17-beta dehydrogenase 6) [NCBI Gene 8630] {aka HSE, RODH, SDR9C6}, HSPG2 (heparan sulfate proteoglycan 2) [NCBI Gene 3339] {aka HSPG, PLC, PRCAN, SJA, SJS, SJS1}, TAT (tyrosine aminotransferase) [NCBI Gene 6898], PRKAA1 (protein kinase AMP-activated catalytic subunit alpha 1) [NCBI Gene 5562] {aka AMPK, AMPK alpha 1, AMPKa1}, PRRT2 (proline rich transmembrane protein 2) [NCBI Gene 112476] {aka BFIC2, BFIS2, DSPB3, DYT10, EKD1, FICCA}, SMAD5-AS1 (SMAD5 antisense RNA 1) [NCBI Gene 9597] {aka DAMS, SMAD5AS, SMAD5OS}, MYB (MYB proto-oncogene, transcription factor) [NCBI Gene 4602] {aka Cmyb, c-myb, c-myb_CDS, efg}, GOT2 (glutamic-oxaloacetic transaminase 2) [NCBI Gene 2806] {aka DEE82, KAT4, KATIV, KYAT4, mitAAT}, GOT1 (glutamic-oxaloacetic transaminase 1) [NCBI Gene 2805] {aka AST, AST1, ASTQTL1, GIG18, SGOT, cAspAT}, BBE1 [NCBI Gene 113317935], KDR (kinase insert domain receptor) [NCBI Gene 3791] {aka CD309, FLK1, VEGFR, VEGFR2}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, NLRP3 (NLR family pyrin domain containing 3) [NCBI Gene 114548] {aka AGTAVPRL, AII, AVP, C1orf7, CIAS1, CLR1.1}, BAP1 (BRCA1 associated deubiquitinase 1) [NCBI Gene 8314] {aka HUCEP-13, KURIS, TPDS1, UBM2, UCHL2, UVM2}
- **Diseases:** inflammatory pain (MESH:D010146), H. (MESH:D000848), lung injury (MESH:D055370), neurotoxicity (MESH:D020258), Parkinson's disease (MESH:D010300), bronchitis (MESH:D001991), food allergy (MESH:D005512), conjunctival hyperemia (MESH:D003229), central nervous system disorders (MESH:D002493), injury to (MESH:D014947), sore throat (MESH:D010612), neurological disorders (MESH:D009461), gouty arthritis (MESH:D015210), bacterial dysentery (MESH:D004403), respiratory (MESH:D012131), COVID-19 (MESH:D000086382), inflammation (MESH:D007249), hepatitis (MESH:D056486), metabolic disease (MESH:D008659), cancer (MESH:D009369)
- **Chemicals:** Bicuculline (MESH:D001640), Sanguinarine (MESH:C005705), Norisoboldine (MESH:C464745), Berberine (MESH:D001599), Berberrubine (MESH:C115958), Toddaline (MESH:C016299), LIPID (MESH:D008055), Polysaccharides (MESH:D011134), tryptophan (MESH:D014364), Magnoflorine (MESH:C001670), Crebanine (MESH:C061009), (S)-Reticuline (MESH:C003298), Corydaline (MESH:C452799), Squalene (MESH:D013185), Isoquinoline (MESH:C039109), agarose (MESH:D012685), E2.1.1.122 (-), phenylalanine (MESH:D010649), Protopine (MESH:C009093), Sinomenine (MESH:C009271), terpenoid (MESH:D013729), Coptisine (MESH:C034384), protoberberine (MESH:C009090), Chelidonine (MESH:C062047), Rotundine (MESH:C014215), Stylopine (MESH:C014212), Alkaloids (MESH:D000470), scoulerine (MESH:C010941), flavonoids (MESH:D005419), Phellodendrine (MESH:C079418), Salutaridine (MESH:C009270), carbohydrate (MESH:D002241), Epiberberine (MESH:C061432), water (MESH:D014867), L-tyrosine (MESH:D014443), nitrogen (MESH:D009584), glucose (MESH:D005947), Dehydrocorydalin (MESH:C007232), formic acid (MESH:C030544), acetonitrile (MESH:C032159), Jatrorrhizine (MESH:C055785), Palmatine (MESH:C005413), methanol (MESH:D000432), amino acids (MESH:D000596)
- **Species:** Homo sapiens (human, species) [taxon 9606], Nothapodytes nimmoniana (species) [taxon 159386], Phellodendron amurense (species) [taxon 68554], Dactylicapnos scandens (species) [taxon 1406284], Meconopsis betonicifolia (Himalayan blue-poppy, species) [taxon 248828], Coptis japonica (Japanese goldthread, species) [taxon 3442], Coptis chinensis (species) [taxon 261450], Catharanthus roseus (chatas, species) [taxon 4058], Corydalis yanhusuo (species) [taxon 458692], Stephania japonica (species) [taxon 461633], Papaver somniferum (opium poppy, species) [taxon 3469], Croton draco (species) [taxon 351456], Sophora tonkinensis (species) [taxon 714503], Taraxacum officinale (dandelion, species) [taxon 50225], Nelumbo nucifera (Indian lotus, species) [taxon 4432], Hypecoum erectum (species) [taxon 1655241], Macleaya cordata (species) [taxon 56857], Fibraurea recisa (species) [taxon 714469]
- **Cell lines:** H. erectum — Rattus norvegicus (Rat), Adenocarcinoma of the rat prostate, Cancer cell line (CVCL_Y658)

## Figures

13 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13025860/full.md

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Source: https://tomesphere.com/paper/PMC13025860