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RSM-Based Optimization of Dose Response and Antibacterial Potential of Cannabis sativa (L.) Leaves Using Computational Analysis

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“Background: In light of the growing problem of antibiotic resistance, it is imperative to investigate new sources, and plants offer a promising supply of bioactive chemicals. Because of its numerous uses in industry, health, and nutrition as well as its antibacterial qualities, Cannabis sativa (C.sativa) has garnered a lot of study interest. This study sought to determine whether ethanolic extracts from C.sativa leaves have antibacterial properties against six human pathogenic microorganisms.

Methodology: The antibacterial activity of C.sativa ethanolic extract was tested against six bacteria according to design of experiments made by Agar diffusion method accompanied by response surface method (RSM) of Minitab 17 software. The different combinations set were, concentration: 5.0, 7.5, and 10.0, pH: 5.0, 6.5, 8.0 and temperature: 35°C, 37.5°C, 40°C. By using RSM, maximum antibacterial activity has been checked for ethanolic extract of C.sativa against six bacteria by choosing three independent variables, temperature, pH, and concentration. In in-Silico studies, homology, threading approach, structure prediction, ligands designing and docking studies was performed against the antimicrobial target sequences for Beta-Lactamase, GABA Receptor, Lipoteichoic Acid, N-Acetylglucosamine (NAG), Peptidoglycan and Topoisomerase-IV through FASTA format from UniProt for structure prediction.

Results: The results indicated that the three concentrations were effective against tested bacteria. Moreover, effect of pH caused a significant variation in zone of inhibition. The graphs presented in this study indicate the highest zone of inhibition for plant extract; have been achieved at concentration of 10.0, pH 5.1 and temperature 37.5°C. It shows that by keeping the pH low, antibacterial activity will increase. Through the multiple regression analysis on the experimental data, the fitted regression model for the response variable and the test variable x1, x2, x3 are correlated by the second order polymeric equation.

Conclusion: It has been concluded that C.sativa can be considered as an effective drug in curing diseases caused by bacteria. Using the optimized values of temperature and pH analyzed in this experiment.”

https://pubmed.ncbi.nlm.nih.gov/41324030

“Humans have been employing C.sativa since ancient times, and numerous historians have recorded multiple uses of this plant abroad. This plant has been cultivated for religious and recreational purposes, as well as for food, fiber, and oil, according to recorded history. C.sativa is also used therapeutically to treat depression, inflammation, and chronic pain, according to numerous ethnobotanical surveys.”

“This study is the continuation of the research to examine the effectiveness of ethanolic extracts made from C. sativa leaves against harmful microorganisms in humans. The results show that this extract has strong antibacterial activity against a variety of pathogens, such as Pseudomonas aeruginosa, Klebsiella pneumonia, Escherichia coli, Bacillus subtilis, Staphylococcus typhi, and Staphylococcus aureus which is affected more strongly by the pH and temperature variations rather than the concentrations of the extract. Moreover, it is confirmed by the application of the RSM model which indicates its activity. The zones of inhibition produced in the repetitive study has been concluded that C. sativa may be qualified as the drug of the future that can be efficacious for combating bacterial infections. The said plant is of high importance to synthesize a very high potency antibacterial drug by using the optimized ranges of temperature and pH.”

https://journals.sagepub.com/doi/10.1177/15593258251404067

Cannabis Use in Central Disorders of Hypersomnolence in the Netherlands

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“Introduction: The endocannabinoid system plays a role in sleep-wake regulation. In clinical practice, people with central disorders of hypersomnolence (CDH) frequently report use of cannabis.

Methods: We compared lifetime and current use of cannabis of people with CDH to the Dutch general population. Additionally, we assessed cannabis use in relation to hypersomnolence symptoms.

Results: In total, 76 (out of 88) patients completed the online questionnaire. Lifetime cannabis use (42% vs. 23%, p < 0.001) and current use (18% vs. 4%, p < 0.001) were higher in people with CDH compared to the Dutch general population. For 57% of patients currently using cannabis, improvements of at least one CDH symptom were the motivation for use. Additionally, 79% of current cannabis users reported cannabis-related effects on a symptom, which were mostly positive (43%), some negative (7%), or mixed effects (29%). Patients that stopped using mostly started using cannabis before symptom onset and for recreational purposes. The most reported reasons to stop using were disadvantages of using or changes in the social environment.

Conclusion: This study provides a rationale for future research on the potential benefits of cannabis in CDH.”

https://pubmed.ncbi.nlm.nih.gov/41321442

https://karger.com/mca/article/8/1/181/935204/Cannabis-Use-in-Central-Disorders-of

Cannabis Use and Risk of Chronic Rhinosinusitis and Sinus Surgery

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“Objective: While cannabis’ link to asthma is well-studied, its impact on CRS is less clear. This study explores the association between cannabis use and rates of new-onset chronic rhinosinusitis (CRS), chronic rhinosinusitis with nasal polyps (CRSwNP), and functional endoscopic sinus surgery (FESS) rates.

Methods: The TriNetX Analytics Research Network was queried for adults ≥ 18 years old, stratified into cannabis user and non-user cohorts based on electronic health record data from January 2012 to December 2019. Separate cohorts of patients with pre-existing CRS-with and without cannabis use-were analyzed to evaluate associations with FESS. Primary outcomes were relative risks of new-onset CRS and CRSwNP encounter diagnosis and FESS 1, 2, and 5 years after initial cannabis use diagnosis.

Results: After 1:1 propensity score matching, cohorts analyzing CRS and CRSwNP included 73,091 patients each. Cannabis use was associated with reduced risk of unspecified CRS at 1 year (aRR = 0.87, 95% CI 0.80-0.95), 2 years (aRR = 0.84, 95% CI 0.78-0.90), and 5 years (aRR = 0.83, 95% CI 0.78-0.87). There was no difference in risk of CRSwNP at any timepoints. For FESS outcomes, matched cohorts included 5591 patients with pre-existing CRS; cannabis users had lower risk at 1 year (aRR = 0.67, 95% CI 0.47-0.96), 2 years (aRR = 0.64, 95% CI 0.46-0.88), and 5 years (aRR = 0.69, 95% CI 0.52-0.91).

Conclusions: Patients with cannabis use demonstrated significantly reduced risks in new-onset diagnoses of CRS and FESS compared to non-users. Further studies are warranted to examine the cause of this relationship.”

https://pubmed.ncbi.nlm.nih.gov/41323660

“Our findings suggest that cannabis use is associated with a reduced incidence of new-onset CRS and a lower need for FESS in patients already diagnosed with CRS.”

https://onlinelibrary.wiley.com/doi/10.1002/lio2.70320

“The Associative Impact of Recreational Cannabis Use on Sinonasal Diseases. Users demonstrated significantly lower odds of AR, CRS, and CR than never users. There is an inverse, associative relationship between cannabis use and sinonasal disease.”

https://pubmed.ncbi.nlm.nih.gov/41064579

Advances in Extraction and Quantification of Minor Phytocannabinoids

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“Ever since the chemical structures of major phytocannabinoids, such as Δ9-tetrahydrocannabinol (THC) and cannabidiol (CBD), were elucidated, the majority of research has focused primarily on these compounds, often overlooking the other ~160 minor cannabinoids identified in Cannabis sativa to date. However, in recent years, these previously understudied cannabinoids have garnered increasing scientific attention due to advancements in highly sensitive analytical techniques that enable their detection in plant matrices.

Moreover, early-stage clinical trials have demonstrated that several minor cannabinoids exhibit promising therapeutic potential.

This review aims to provide a comprehensive summary of recent developments in the extraction, analysis, and potential applications of selected minor phytocannabinoids, with the goal of facilitating future research in this field. A thorough analysis of the latest data has been conducted to offer a detailed overview of current extraction and quantification methodologies for minor cannabinoids.”

https://pubmed.ncbi.nlm.nih.gov/41321142

https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/pca.70040

Structural and dynamic mechanisms of cannabinoid receptors

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“Cannabinoids and their G protein-coupled receptors (GPCRs) within the endocannabinoidome are pivotal regulators of neuromodulation, inflammation, and metabolic homeostasis.

Dysregulation of this system has been associated with a wide spectrum of pathological conditions, including neuropsychiatric disorders, chronic pain, and immune dysfunction.

In this review, we summarize recent structural advances in cannabinoid receptors that have deepened our understanding of receptor activation, allosteric modulation, transducer coupling selectivity, and dynamic conformational mechanisms.

These structural insights will facilitate cannabinoid receptor-targeted drug discovery, enabling the development of therapeutics with improved subtype selectivity, enhanced signaling precision, and reduced off-target effects.”

https://pubmed.ncbi.nlm.nih.gov/41319927

“The medicinal use of phytocannabinoids has been documented for millennia, with applications across diverse cultures in the treatment of insomnia, pain, epilepsy, headaches, and inflammation. Modern scientific investigation into cannabis began in the 1930 s, culminating in the isolation and structural characterization of its major constituents.”

“Taken together, these findings highlight cannabinoid receptors as multifaceted and dynamic therapeutic targets positioned at the intersection of neurology, immunology, and metabolism. A deeper understanding of its structural and signaling mechanisms will be critical for the rational design of next-generation cannabinoid-based therapies that harness its extensive regulatory potential with precision.”

https://www.sciencedirect.com/science/article/abs/pii/S0006295225008330?via%3Dihub


Dual-Function Plant-Derived Nanovesicles From Regenerated Cannabis sativa Roots for Immunotherapy and Vaccine Delivery

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“Cannabis sativa is a medicinal plant that produces a diverse array of pharmacologically active metabolites, making it a valuable resource for pharmaceutical applications.

In this study, an adventitious root (AR) culture system was established from C. sativa using two representative plant growth regulators-naphthaleneacetic acid (NAA; hereafter referred to as N-ARs) and indole-3-butyric acid (IBA; hereafter referred to as I-ARs) -from which plant-derived nanovesicles (PDNVs) were subsequently isolated (hereafter N-PDNVs and I-PDNVs, respectively).

The resulting N-PDNVs and I-PDNVs exhibited average diameters of 128 ± 2 and 124 ± 4 nm, respectively, with zeta potentials of -12.9 and -15.7 mV. Both PDNV types maintained structural integrity and colloidal stability under diverse external stress conditions, underscoring their physicochemical robustness. Metabolite profiling of PDNVs revealed 25 distinct metabolites. Functionally, I-PDNVs markedly enhanced dendritic cell maturation through Toll-like receptor 2 (TLR2)- and TLR4-dependent pathways, promoted T cell proliferation and activation (notably IFN-γ- and IL-17A-producing subsets), and increased natural killer (NK) cell activity compared with N-PDNVs.

In immunosuppressed and tumour-bearing mouse models, I-PDNVs further augmented NK cell, Th1 and cytotoxic T lymphocyte (CTL) responses, thereby confirming their superior potential as immunotherapeutic agents. Moreover, in immunized mouse models, OVA257-264-encapsulated I-PDNVs demonstrated a clear advantage as a vaccine delivery platform by eliciting a potent OVA257-264-specific CTL response.

When applied as a prophylactic cancer vaccine, they not only delayed tumour growth but also reshaped the antitumour immune landscape, characterized by enhanced CTL responses, reduced regulatory T cell frequencies and diminished exhausted CD8⁺ T cell populations.

Collectively, these findings highlight the potential of I-PDNVs as dual-function PDNVs, serving both as immunotherapeutic agents and as vaccine delivery platforms for applications requiring reinforced Th1, CTL and NK cell responses.”

https://pubmed.ncbi.nlm.nih.gov/41316982

“Nanovesicles, commonly referred to as extracellular vesicles (EVs) are secreted by various organisms or are artificially isolated under various conditions, with their sizes ranging from 30 nm to 10 µm. Owing to their functional properties, such as immunity promotion, inflammation control and antioxidant activities, nanovesicles have attracted attention as promising candidates for drug delivery systems (DDS) and for treating various immune-related diseases, including cancers, infectious diseases and autoimmune disorders.”

“Our study is the first to report the differences in the metabolic properties and immunoenhancing efficacy between I-PDNVs and N-PDNVs isolated from C. sativa AR induced by two distinct plant hormones, IBA and NAA. I-PDNVs strongly promoted a Th1-biased immune response by inducing both innate and adaptive immune activation, demonstrating their superior potential as an immunotherapeutic agent for immunosuppression and cancer treatment. Furthermore, the multifunctionality of I-PDNVs is highlighted by validating their potential as an integrated adjuvant and DDS in a cancer vaccine model.

Our findings suggest that I-PDNVs are promising immunotherapeutic candidates not only for cancer treatment, but also for intracellular infectious diseases and chronic viral infections, emphasizing their role as a multifunctional nanomaterial capable of integrating adjuvant and vaccine delivery functions for next-generation vaccine development.”

https://isevjournals.onlinelibrary.wiley.com/doi/10.1002/jev2.70206

Cannabinomics in the flower of Cannabis sativa: a systematic review of extraction, analytical identification, and micro/nanoencapsulation methods for bioactive metabolites

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“Introduction: The use of Cannabis sativa has evolved from textile applications in ancient times to a growing interest in its therapeutic and nutraceutical properties. Its regulation varies worldwide, with restrictions on ∆9-THC concentrations depending on the country. Cultivation factors, such as temperature, humidity and photoperiod, affect the concentration of their bioactive metabolites, among which phytocannabinoids have demonstrated impact on the biological regulation of the human organism. Their application in the pharmaceutical, cosmetic and food industries has prompted research into the optimization of their production and extraction.

Objective: The purpose of this systematic review is to identify methodologies for the extraction, analysis and application of cannabinoids in various industries, focusing on agro-industrial transformation to increase their added value and optimize their therapeutic use.

Methodology: A systematic search was performed in the Scopus database on November 14, 2024, identifying keywords and their synonyms for each research question, using Boolean operators. Studies published between 2015 and 2025 related to cannabinoid extraction, identification and application methodologies were included, excluding non-scientific papers. The PRISMA methodology was applied to filter and select articles.

Results: The studies analyzed show that extraction and metabolomic analysis methodologies have gained relevance in recent years, especially for obtaining bioproducts for therapeutic purposes. It was identified that cannabinoids, mainly THC and CBD, have potential in the treatment of inflammatory, neurological and chronic pain diseases. In addition, the application of emerging technologies for the micro and nanoencapsulation of cannabinoids, optimizing their bioavailability, was evidenced. However, there are still gaps in the literature on the correlation between extraction operating conditions and the efficiency of the final product, which hinders its industrial scalability.

Conclusions: The growing interest in Cannabis sativa research has led to the exploration of various techniques for the extraction and analysis of its metabolites. However, despite advances in laboratory methodologies, the industrial application of these processes remains a challenge. The lack of studies correlating operational variables with extraction efficiency limits the standardization of bioproducts. Future research should focus on articulating technology and applied science to establish production models to improve the traceability and safety of Cannabis sativa extracts, favoring their integration into the pharmaceutical and agro-industrial industry.”

https://pubmed.ncbi.nlm.nih.gov/41291955

https://link.springer.com/article/10.1186/s42238-025-00350-3

Chemical Profile, Bioactive Constituents and In Vitro Growth Stimulation Properties of Cold-Pressed Hemp Seed Oils from Romanian Varieties: In Vitro and In Silico Evaluation

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“Industrial hemp (Cannabis sativa L.; Cannabaceae), traditionally cultivated for fiber, also represents a valuable source of nutrient-rich seed oil.

In this study, cold-pressed hemp seed oils from three Romanian varieties (Teodora, Silvana, and Armanca) were evaluated for their fatty acid composition, minor bioactive constituents, antioxidant activity, growth-promoting property toward probiotic strains in vitro, and molecular docking interactions with probiotic targets.

Gas chromatography revealed a fatty acid profile dominated by linoleic (49.4-51.9%), oleic (16.3-22.8%), and α-linolenic acids (9.8-14.4%), resulting in favorable PUFA/SFA ratios (5.17-6.39) and ω-6/ω-3 ratios (3.93-5.53).

The oils also contained phenolics (118-160 mg GAE/kg), chlorophylls (6.18-8.31 mg/kg), and carotenoids (2.58-3.37 mg/kg), which contributed to their antioxidant activity (DPPH inhibition 35.92 µM TE/100 g-43.37 µM TE/100 g).

Broth microdilution assays against Lacticaseibacillus rhamnosus GG, L. paracasei ATCC BAA-52, and L. acidophilus ATCC 4356 demonstrated strain- and dose-dependent potential to promote probiotic growth under in vitro conditions. While L. rhamnosus and L. paracasei were inhibited at low concentrations and only mildly stimulated at higher levels, L. acidophilus showed robust growth promotion, reaching +54.7% effect and CP = 1.55 with Teodora oil at 16 mg/mL.

Molecular docking highlighted strong binding affinities of γ-linolenic and linoleic acids with key metabolic enzymes involved in probiotic metabolism (hydratase, enolase, glyceraldehyde-3-phosphate dehydrogenase, ribonucleoside hydrolase), forming stable hydrophilic and hydrophobic interactions which are explored in defining the stability of the ligand-protein complexes.

These results indicate that both major fatty acids and minor bioactive constituents contribute to the nutritional and antioxidant value of Romanian hemp seed oils and reveal a potential to promote probiotic growth under in vitro conditions, as supported by complementary in silico evidence.”

https://pubmed.ncbi.nlm.nih.gov/41304617

“This study demonstrated that cold-pressed hemp seed oils from Romanian varieties are rich in polyunsaturated fatty acids, with favorable PUFA/SFA and ω-6/ω-3 ratios that support their role as health-promoting dietary fats. Alongside their fatty acid profile, the oils contain phenolic compounds, chlorophylls, and carotenoids, which contribute to antioxidant stability and may synergize with PUFAs to enhance biological effects.”

https://www.mdpi.com/2223-7747/14/22/3465


Characterization of cell-type specific knockout of different elements of the endocannabinoid system in cortical glutamatergic neurons in the context of stress-induced behavioral phenotype

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“Background: Chronic stress is an important factor for the development of mental health impairments, such as depression and generalized anxiety disorder. Chronic social defeat (CSD) stress is an ethologically valid model of chronic stress in rodents, combining elements of psychological and physical stress. The endocannabinoid (eCB) system plays important roles in maintaining the homeostasis of biological systems through the tuning of neuronal excitability, thereby mediating a protective role after prolonged stress exposure.

Methods: In the present study, we investigated genetically modified adult male mice where the eCB signal via anandamide (AEA) was reduced (by deletion of the AEA synthesizing enzyme NAPE-PLD) or enhanced (by deletion of the AEA degradation enzyme FAAH), as well as mice lacking the cannabinoid CB1 receptor. These genetic manipulations were induced in glutamatergic neurons of the dorsal telencephalon. After the application of CSD stress, the phenotypes of these mutant mice were investigated in a battery of behavioral tests assessing sociability, anxiety, memory, shelter-seeking behavior, and despair.

Results: We could confirm a robust anxiogenic effect of CSD in the EPM test. Interestingly, we have not observed a stress effect on the sociability of any of the mouse lines as identified in the SI test. Under non-stress conditions, we observed an anxiogenic phenotype in Glu-CB1-KO and Nex-NAPE-PLD KO, and hyperlocomotion in Nex-FAAH KO mice. Additionally, we could confirm a drastic reduction of FAAH protein levels in cortical and subcortical regions of Nex-FAAH line, and a moderate reduction of NAPE-PLD protein in cortical regions of Nex-NAPE-PLD KO mice.

Conclusions: In conclusion, genetic manipulation of the endocannabinoid system in cortical glutamatergic neurons did not result in persistent effects of prolonged stress exposure. Detected differences between the genotypes in the non-stressed groups points toward baseline differences that could mask or over-power the effect of stress.”

https://pubmed.ncbi.nlm.nih.gov/41310892

https://link.springer.com/article/10.1186/s42238-025-00368-7

The Endocannabinoid System in Human Disease: Molecular Signaling, Receptor Pharmacology, and Therapeutic Innovation

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“The endocannabinoid system (ECS) is a primary regulatory system in human physiology that serves to help maintain homeostasis throughout the nervous system, immune system, and gastrointestinal system.

This review has the goal of evaluating the unique opportunity for the ECS to provide a regulatory axis within the microbiota-gut-brain axis, particularly with regard to neurodevelopment, immune tolerance, and gut health.

Cannabinoid receptors CB1 and CB2 and endogenous ligands anandamide (AEA) and 2-arachidonoylglycerol (2-AG have the ability to provide a variety of signaling pathways that can regulate cognitive resilience, emotional tuning, and immune regulation. Because the ECS has the ability to regulate multiple neurochemicals, alter immune cell functions, and maintain gut barriers, the ECS exists at the crossroads of many physiological systems, which also have a predictive role in neurodegenerative disease, chronic inflammation, and mental illness.

Our goal is to present the latest and best recent advances in the ECS literature and establish evidence that there exists some modest potential for the therapeutic modulation of the ECS to improve pathological manifestations of cross-system dysregulation. In addition to cellular signaling pathways, the ECS affects other homeostatic processes, such as synaptic plasticity and the level of neuroprotection in the CNS, immune-related homeostasis, and coordinating the composition of gut microbiota.

We argue that the ECS represents a suitable new therapeutic target that could modulate dysregulation across these systems more inclusively. This paper aims to emphasize the proposed potential of the ECS’s position in this axis and propose advanced cannabinoid-based interventions as a novel mechanism for developing personalized medicine and health systems through multi-system integration.”


https://pubmed.ncbi.nlm.nih.gov/41303613/

“In summary, the ECS presents the opportunity to appreciate how modern biology is reconstituting the definition of health—not as an absence of disease but in promoting maintenance of the homeostatic ability of the organism to interact with heterogeneous systems.”

“Collectively, the convergence of biotechnology, engineering, AI, and multi-omics is transforming ECS research and its translational potential. This convergence provides a platform for developing personalized ECS interventions that consider the interplay among the neural, immune, and microbiota systems in a unified therapeutic approach.”

https://www.mdpi.com/1422-0067/26/22/11132