# Integrating network pharmacology and transcriptomics to reveal the therapeutic effect of Long Mu Ning Xin Decoction on attention-deficit/hyperactivity disorder by regulating cAMP and PI3K/AKT pathways

**Authors:** Xiaodan Ren, Lele Ding, Yonghong Jiang

PMC · DOI: 10.3389/fphar.2026.1744709 · Frontiers in Pharmacology · 2026-01-30

## TL;DR

This study explores how Long Mu Ning Xin Decoction treats ADHD in rats by affecting brain pathways related to attention and behavior.

## Contribution

The study reveals LMNXD's therapeutic mechanism in ADHD via modulation of cAMP and PI3K/AKT pathways.

## Key findings

- LMNXD reduces hyperactivity and improves memory in ADHD rats.
- It modulates cAMP and PI3K/AKT pathways through specific gene expression changes.
- The treatment upregulates DRD1 and BDNF while downregulating GFAP in key brain regions.

## Abstract

Attention-deficit/hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder in children. Long Mu Ning Xin Decoction (LMNXD) shows established clinical efficacy against ADHD, yet its mechanistic basis is not fully elucidated.

This study investigates the therapeutic potential of LMNXD for ADHD and explores its underlying mechanisms of action.

Thirty spontaneously hypertensive rats (SHRs/NCrl) were randomly divided into five groups: a model (SHR) group, low-, medium-, and high-dose LMNXD (LMNXD-LD, LMNXD-MD, LMNXD-HD)groups, and a methylphenidate hydrochloride (MPH) group. Additionally, six Wistar Kyoto (WKY/NCrl) rats were designated as the control group.Behavioral performance was assessed using the open field test and Morris water maze. The expression levels of glial fibrillary acidic protein (GFAP), dopamine deceptor D1 (DRD1), and brain-derived neurotrophic factor (BDNF) in the rat hippocampus, prefrontal cortex (PFC), and striatum were evaluated by immunofluorescence, immunohistochemistry, and Western blot. Potential targets and mechanisms were explored through transcriptomic sequencing and network pharmacology, with subsequent validation by reverse transcription quantitative polymerase chain reaction (RT-qPCR).

Compared to the SHR group, LMNXD ameliorated hyperactivity, impulsivity, deficits in spatial memory and learning ability in SHR/NCrl rats. It also effectively reduced GFAP expression in the hippocampus while increasing DRD1 expression in the PFC and BDNF levels in the striatum. Network pharmacology predicted that LMNXD might alleviate ADHD by acting on pathways including phosphatidylinositide 3-kinase-Akt (PI3K-Akt), calcium signaling, and cyclic adenosine monophosphate (cAMP) signaling. Consistent with this prediction, transcriptomic analysis of rat hippocampi showed that LMNXD influences the cAMP and PI3K-Akt signaling pathways, as well as serotonergic and cholinergic synapses. RT-qPCR further confirmed that LMNXD likely exerts its therapeutic effect by regulating the mRNA expression of ATPase Plasma Membrane Ca2+ Transporting 4 (ATP2B4), Glutamate Ionotropic Receptor NMDA Type Subunit 3A (GRIN3A), Oxytocin Receptor (OXTR), Collagen Type VI Alpha 2Chain (COL6A2), and Integrin Subunit Alpha 1 (ITGA1) within the cAMP andPI3K-Akt pathways.

LMNXD may ameliorates hyperactive-impulsive behaviors and improves spatial memory and learning in SHRs/NCrl rats by modulating ATP2B4, GRIN3A, OXTR, COL6A2, and ITGA1 within the cAMP and PI3K-Akt signaling pathways. This intervention also upregulates DRD1 and BDNF expression while downregulating GFAP levels.

## Linked entities

- **Genes:** GFAP (glial fibrillary acidic protein) [NCBI Gene 2670], DRD1 (dopamine receptor D1) [NCBI Gene 1812], BDNF (brain derived neurotrophic factor) [NCBI Gene 627], ATP2B4 (ATPase plasma membrane Ca2+ transporting 4) [NCBI Gene 493], GRIN3A (glutamate ionotropic receptor NMDA type subunit 3A) [NCBI Gene 116443], OXTR (oxytocin receptor) [NCBI Gene 5021], COL6A2 (collagen type VI alpha 2 chain) [NCBI Gene 1292], ITGA1 (integrin subunit alpha 1) [NCBI Gene 3672]
- **Diseases:** Attention-deficit/hyperactivity disorder (MONDO:0007743)

## Full-text entities

- **Genes:** Akt1 (AKT serine/threonine kinase 1) [NCBI Gene 24185] {aka Akt}, Atp2b4 (ATPase plasma membrane Ca2+ transporting 4) [NCBI Gene 29600] {aka PMCA4}, Col6a2 (collagen type VI alpha 2 chain) [NCBI Gene 361821], Bdnf (brain-derived neurotrophic factor) [NCBI Gene 24225], Gfap (glial fibrillary acidic protein) [NCBI Gene 24387], Oxtr (oxytocin receptor) [NCBI Gene 25342] {aka OT-R, OTR, OTR1}, Grin3a (glutamate ionotropic receptor NMDA type subunit 3A) [NCBI Gene 191573] {aka GluN3A, NR3, chi-1}, Pik3cb (phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit beta) [NCBI Gene 85243], Itga1 (integrin subunit alpha 1) [NCBI Gene 25118]
- **Diseases:** impulsivity (MESH:D007174), neurodevelopmental disorder (MESH:D002658), memory (MESH:D008569), hypertensive (MESH:D006973), hyperactive-impulsive behaviors (MESH:D011595), ADHD (MESH:D001289), deficits in (MESH:D009461), hyperactivity (MESH:D006948)
- **Chemicals:** calcium (MESH:D002118), DRD1 (-), MPH (MESH:D008774), cAMP (MESH:D000242)
- **Species:** Rattus norvegicus (brown rat, species) [taxon 10116]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12901447/full.md

## References

63 references — full list in the complete paper: https://tomesphere.com/paper/PMC12901447/full.md

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Source: https://tomesphere.com/paper/PMC12901447