# Comparative analysis of 105 datasets across species and tissues reveals differential transcriptomic responses to cannabinoids THC and CBD

**Authors:** Ruoshui Liu, Thomas Kowal, Caden Chow, Tyler Olson, Emily Nguyen, Sen Yang, Jimin Lee, Hua Cai, Xia Yang, Montgomery Blencowe

PMC · DOI: 10.1186/s42238-025-00361-0 · Journal of Cannabis Research · 2025-12-16

## TL;DR

This study compares how THC and CBD affect gene activity in different species and tissues, finding that CBD has more consistent and coherent effects than THC.

## Contribution

The paper provides a comprehensive meta-analysis of transcriptomic responses to THC and CBD across 105 datasets, revealing distinct molecular patterns.

## Key findings

- CBD datasets showed more differentially expressed genes and enriched pathways compared to THC.
- THC's effects were more tissue-specific, particularly in brain tissues, while CBD affected both central and peripheral tissues.
- CBD was associated with lipid metabolism and psychiatric regulation, while THC showed links to antioxidant and neuronal pathways.

## Abstract

Cannabis use is on the rise yet the systematic molecular impact of key cannabinoid components on various tissues in diverse organisms remains incompletely understood. We aim to systematically elucidate the molecular pathways and networks affected by delta-9-tetrahydrocannabinol (THC) and cannabidiol (CBD) across species and tissue types.

We curated 105 THC- and CBD-related RNA sequencing (RNAseq) and microarray datasets from Gene Expression Omnibus (NCBI GEO) with a focus on mammalian species (human, non-human primate rhesus macaque, mouse, rat). Differentially expressed genes (DEGs) were identified using limma for microarrays and DESeq2 for RNAseq data, followed by a meta analysis to identify meta-DEGs. DEGs were analyzed for pathway enrichment using EnrichR, network regulation using Mergeomics key driver analysis, and disease associations using Mergeomics Marker Set Enrichment Analysis. Comparative analyses were conducted across compounds, datasets, species, and tissues.

CBD datasets demonstrated more DEGs and enriched pathways across species and experimental conditions compared to THC. CBD datasets clustered more tightly by route of administration and species and were more frequently enriched for pathways related to zinc homeostasis, inflammation suppression, and cell cycle regulation. In contrast, THC signatures were more heterogeneous and did not exhibit consistent clustering, although consistently altered genes associated with antioxidant activity, neuronal myelination, synaptic signaling, and transcriptional regulation were identified across datasets. THC altered endocannabinoid signaling genes more often in brain tissues, while CBD affected this pathway more heavily in both central and peripheral tissues. Disease enrichment analyses revealed significant associations of CBD DEGs with lipid metabolism and body composition traits, while DEGs of both compounds showed links to neuropsychiatric disorders and type 2 diabetes.

THC and CBD demonstrated distinct and largely non-overlapping transcriptomic responses, with CBD showing more coherent molecular effects across datasets. Our results underscore the potential therapeutic relevance of CBD to metabolic and psychiatric regulation, highlight the context-dependency of THC’s molecular actions, and offer molecular insights into the therapeutic and side effects of cannabinoids.

The online version contains supplementary material available at 10.1186/s42238-025-00361-0.

## Linked entities

- **Chemicals:** delta-9-tetrahydrocannabinol (PubChem CID 2978), cannabidiol (PubChem CID 644019)
- **Diseases:** type 2 diabetes (MONDO:0005148)
- **Species:** Homo sapiens (taxon 9606), Mus musculus (taxon 10090), Rattus norvegicus (taxon 10116)

## Full-text entities

- **Diseases:** neuropsychiatric disorders (MESH:D001523), type 2 diabetes (MESH:D003924), inflammation (MESH:D007249)
- **Chemicals:** lipid (MESH:D008055), CBD (MESH:D002185), endocannabinoid (MESH:D063388), cannabinoid (MESH:D002186), THC (MESH:D013759), zinc (MESH:D015032)
- **Species:** Macaca mulatta (rhesus macaque, species) [taxon 9544], Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090], Rattus norvegicus (brown rat, species) [taxon 10116]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12821297/full.md

## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12821297/full.md

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Source: https://tomesphere.com/paper/PMC12821297