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Psychedelics such as psilocybin are known for their hallucinogenic properties and have also been reported to produce long-lasting therapeutic effects in depression and possibly also other psychiatric disorders. Several lines of evidence suggest that psilocybin exerts its effects through activation of 5-HT2A receptors located postsynaptically to serotonergic neurons, e.g., in the frontal cortex, parts of the limbic system, including the amygdala and hippocampus, and striatum. The present study was conducted to shed further light on psilocybin-induced changes in gene expression.
Method:
Samples from the medial prefrontal cortex, cingulate cortex, hippocampus, amygdala, and striatum were collected from 24 male Wistar rats 90 minutes after they had been injected with either saline or psilocybin (2 mg/kg) and subjected to multi-region transcriptional profiling using 3prime-RNASeq technology.
Results:
Nfkbia and Sgk1 were upregulated in all the studied regions, Ddit4 was upregulated in four regions, and Gpd1, Apold1, Sox9, Tsc22d3, and Slc2a1 were differentially expressed in two regions. Other cases of differentially expressed genes were region-specific.
Conclusion:
Whereas psilocybin was not found to alter the expression of genes encoding enzymes, transporters, or receptors implicated in the serotonergic signaling, or those specifically involved in the regulation of the synaptic activity of other neurotransmitters, a common denominator for many of the genes impacted by psilocybin is that they have previously been found to be activated by glucocorticoids.
High-energy, sugar-rich diets are associated with obesity and pancreatic disorders. We investigated the effects of consumption of a high-fat and high-fructose diet (HFFrD) on gene expression related to insulin synthesis, inflammation, and apoptosis in pancreatic β-cells. Weaned Wistar rats were fed either a control diet (CD; 11% kcal from fat and 0% from fructose) or an HFFrD (48% kcal from fat and 33% from fructose) for 22 weeks; after a 6-hour fast, animals were euthanized. Body weight and total fat were recorded. Serum analyses included: glucose, insulin, triglycerides, malondialdehyde (MDA), TNFα, IL-6, IL-10, and advanced glycation end-products (AGEs). Pancreatic islets were analyzed for gene expression linked to insulin synthesis, inflammation, and apoptosis. Pancreatic assessments included TUNEL assay and immunohistochemistry. HFFrD increased body weight, total fat, MDA, insulin, HOMA-IR, AGEs, triglycerides, and IL-6 concentrations in both sexes. Gene expression revealed sex-dependent differences: Glut2, Gck, Khk, Ins2 and the transcription factor Mafa were downregulated in males but upregulated in females. Pdx1 expression increased in females, whereas NeuroD1 increased in males. Pro-inflammatory markers (Il-1β, Il-6) increased in both sexes, whereas Il-10 decreased in males and increased in females. Bax/Bcl2 ratio decreased in males but increased in females; antioxidant and apoptotic markers Nrf2 and Casp3 increased in females. Endocannabinoid receptors (Cnr1, Cnr2) increased in both sexes. HFFrD altered the expression of genes involved in insulin synthesis, inflammation, and apoptosis in a sex-specific manner. Compared with males, females showed lower vulnerability, possibly because of adaptive responses in insulin synthesis signaling influenced by sex hormones.
Global demand for pork, the most consumed meat worldwide, continues to rise, driving producers to adopt early weaning practices to increase pigs born each year. However, early weaning disrupts intestinal development and function, which can limit growth, therefore, understanding the mechanisms associated with maintenance of intestinal health are central to maximizing growth performance and productivity of pigs. The stressors of the post-weaning period induce changes to the complex microbiota–host–immune interactions that are further influenced by dietary nutrients. Central to these interactions is the recognition of changes in the intestinal microbiota by pattern recognition receptors of enterocytes and immune cells. Recognition of conserved microbial structures activates signaling cascades that regulate cytokine production, epithelial barrier function and redox balance. Bacterial influence on these pathways differs, with some bacteria promoting tolerance and anti-inflammatory signaling, whereas others induce pro-inflammatory responses. Dietary composition, including protein and non-starch polysaccharides content, and select feed additives, can influence the composition of the microbiota, thereby modulating microbiota–host–immune interactions. By utilizing nutriomics, an integrative framework that combines nutritional interventions with multi-omics technologies to connect dietary inputs to changes in the microbiota–host–immune interactions, this review highlights the complexity and context-dependent nature of these interactions and the role of nutrition to optimize intestinal health and enhance growth performance in nursery pigs.
Obsessive-compulsive disorder (OCD) is a complex psychiatric disorder. While existing studies have revealed abnormalities in brain structure and function associated with OCD, there is a paucity of research integrating these two aspects, and the transcriptional patterns underlying these abnormalities remain unclear. This study is a multiscale, exploratory investigation designed to generate hypotheses rather than to test causal mechanisms. We aimed to investigate aberrations in brain structure–function coupling (SFC) in OCD patients and, by integrating gene expression profiles and neurotransmitter maps, to explore the potential molecular and genetic bases of these changes. We recruited 100 medication-free OCD patients and 90 healthy controls, and employed multimodal imaging techniques to systematically analyze abnormalities in static SFC in OCD patients. Subsequently, we conducted transcriptomic analysis to identify genes associated with SFC abnormalities and performed spatial correlation analysis with neurotransmitter atlases to investigate potential links between SFC dysregulation and transcriptional patterns. Our findings demonstrated that OCD patients exhibit significant SFC abnormalities in the right temporoparietal junction (rTPJ). These SFC abnormalities are significantly associated with 2,421 gene expression profiles and the serotonin neurotransmitter system. Gene enrichment analysis revealed that these aberrant genes are primarily involved in key biological processes, such as brain development, synaptic signaling, cell projection development, and regulation of neuronal processes. By integrating multimodal imaging, transcriptomic, and neurotransmitter data, this study provides multiscale evidence for the potential molecular basis of SFC abnormalities in the rTPJ of OCD patients, offering preliminary insights into a possible pathological pathway of OCD.
This chapter explores the genetic and cellular foundations of biopsychology, focusing on the diversity that exists at the molecular and cellular levels within the brain. It explains the key processes of gene expression, including DNA transcription and translation, emphasizing how variation in these processes contributes to neuronal diversity. Moreover, this chapter provides a high-level overview of advanced techniques, such as transcriptomics, describing how these techniques are informing the process of classifying neuron types. The chapter also explores cellular anatomy by analyzing the wide range of neuronal shapes and the complexity of their connections. This foundation sets the stage for future discussions of neurotechnologies, for which an understanding of genetic constructs will enable students to better grasp the capabilities of tools like optogenetics and calcium imaging.
The immunomodulatory effects of Ziziphus jujuba Mill. fruit extracts were investigated using Galleria mellonella as an insect immune model. The expression of antimicrobial peptides, hemolin, phenoloxidase genes (PO-I and PO-II), and enzyme activity was measured in response to Candida albicans, silica beads, and Z. jujuba fruit extract. Responses were found to be stimulus- and time-dependent. Gallerimycin and galiomycin, key antimicrobial peptides, exhibited distinct expression patterns, with gallerimycin showing a more pronounced response to pathogens and beads. The Z. jujuba extract stimulated an early but balanced immune activation, likely due to its bioactive compounds. Hemolin expression varied between larvae and haemocytes depending on the type and duration of the challenge, supporting its role in immune recognition and opsonisation. Phenoloxidase activity and gene expression were also enhanced, supporting their role in promoting melanisation processes. Docking analyses suggested that hemolin contributes to phenoloxidase activation by stabilising PO-I and interacting with the phenoloxidase-activating factor-1-like protein (PAP1). The findings suggest that Z. jujuba extract effectively modulates immune responses, promoting enhanced protection while maintaining immune balance. GC-MS analysis revealed multiple bioactive compounds potentially contributing to immune modulation. This study highlights the significant immunomodulatory effects of Z. jujuba fruit extract on the immune system of G. mellonella. The findings suggest its potential as a natural immunostimulant and warrant further investigation of the underlying molecular mechanisms and bioactive components.
After a brief review of dynamical systems theory, which is a key to understanding the dynamic process of biological states, we present the methodology adopted in this volume. It consists of (A) macroscopic phenomenological theory based on biological robustness, (B) universal statistical laws at the microscopic level, (C) general laws derived as a consequence of macro-micro consistency, (D) hierarchies with different time scales, and (E) experimental approaches to uncover universal properties and laws, as well as (F) consequences of a possible breakdown of consistency. To illustrate the consistency between cellular growth and molecular replication, we present examples of general statistical laws in gene expressions and the correlated change of expression levels across genes in response to environmental changes, together with their experimental confirmation. Later chapters explain the application of the methodology (A–F) to reveal fundamental properties in life.
During development, cells sequentially lose their ability to differentiate into other cell types and become committed to different cellular states. This process can be described as a landscape in which the valleys are canalized one by one. This process of canalization is understood in terms of dynamical systems of interacting cells. In fact, as cells with oscillating gene expression proliferate and interact with each other, they differentiate into other expression states. Cells with oscillatory gene expression have pluripotency, either to replicate the same state or to differentiate into other cellular states, whereas cells that differentiate and lose their oscillations of expression simply replicate themselves, that is, they are committed. The proportion of each cell type is robust to changes in initial conditions and noise perturbations. Differentiation by protein expression dynamics is further stabilized by a feedback process of epigenetic modifications, such as DNA modification. The irreversibly differentiated cell state can be initialized to a pluripotent state by restoring an oscillatory state by forcing the expression of multiple genes from the outside, known experimentally as reprogramming.
Schizophrenia progresses through high-risk, first-episode, and chronic stages, each associated with altered spontaneous brain activity. Resting state functional MRI studies highlight these changes, but inconsistencies persist, and the genetic basis remains unclear.
Methods
A neuroimaging meta-analysis was conducted to assess spontaneous brain activity alterations in each schizophrenia stage. The largest available genome-wide association study (GWAS) summary statistics for schizophrenia (N = 53,386 cases, 77,258 controls) were used, followed by Hi-C-coupled multimarker analysis of genomic annotation (H-MAGMA) to identify schizophrenia-associated genes. Transcriptome-neuroimaging association and gene prioritization analyses were performed to identify genes consistently linked to brain activity alterations. Biological relevance was explored by functional enrichment.
Results
Fifty-two studies met the inclusion criteria, covering the high-risk (Nhigh-risk = 409, Ncontrol = 475), first-episode (Ncase = 1842, Ncontrol = 1735), and chronic (Ncase = 1242, Ncontrol = 1300) stages. High-risk stage showed reduced brain activity in the right median cingulate and paracingulate gyri. First-episode stage revealed increased activity in the right putamen and decreased activity in the left gyrus rectus and right postcentral gyrus. Chronic stage showed heightened activity in the right inferior frontal gyrus and reduced activity in the superior occipital gyrus and right postcentral gyrus. Across all stages, 199 genes were consistently linked to brain activity changes, involved in biological processes such as nervous system development, synaptic transmission, and synaptic plasticity.
Conclusions
Brain activity alterations across schizophrenia stages and genes consistently associated with these changes highlight their potential as universal biomarkers and therapeutic targets for schizophrenia.
Schistosoma mansoni is a parasitic helminth that is vectored through freshwater snails. While the anti-schistosome defense of the South American snail, Biomphalaria glabrata, is well studied, little is known about the immune response of the African snail, Biomphalaria sudanica. We measured expression of five candidate immune genes in B. sudanica 8, 24, and 72 hours post-exposure to S. mansoni using reverse transcription quantitative PCR. Expression patterns of incompatible snails were compared to compatible snails and those sham exposed. We also assessed how diet (lettuce vs. pellet) affected expression of three genes, given prior findings that pellet-fed snails were more susceptible to S. mansoni. Results indicated that incompatible snails constitutively expressed higher levels of superoxide dismutase 1 (SOD1) than compatible snails at multiple time points, and of toll-like receptor (TLR) and granulin (GRN) at a single time point. Parasite-induced expression occurred at 8 hours in SOD1, biomphalysin 2, thioester protein 1 (TEP1), and granulin (GRN); however, for biomphalysin 2 and TEP1, induced expression was only detected for susceptible snails. At 24 hours, biomphalysin 2 expression increased in exposed resistant snails, and at 72 hours, all exposed snails decreased biomphalysin 2 expression compared to controls. Parasite-induced expression of SOD1, biomphalysin 2, TEP1, and GRN supports the hypothesis that these genes play a role in B. sudanica anti-schistosome defense; however, increased expression does not necessarily yield clearance of S. mansoni. SOD1 expression was higher in lettuce-fed snails at 8 and 24 hours, consistent with their greater resistance. Together, these results demonstrate the conserved and unique aspects of the B. sudanica anti-schistosome response.
Gene expression can be quantified using the sensitive technique of quantitative reverse transcription real-time polymerase chain reaction. Inter-sample variances can be minimised through normalisation with an appropriate reference gene. Bemisia tabaci, a significant insect vector of the Begomovirus family, transmits the Tomato Leaf Curl Bangalore Virus, for which there is a dearth of information regarding appropriate reference genes for autophagy. The viral load surpasses the vector’s capacity when autophagy is activated, which is also detrimental to whiteflies, particularly concerning virus translocation. To mitigate this vector using a double-stranded RNA approach, a precise measurement of gene silencing is required. For this investigation, normalisation of housekeeping or internal control genes is necessary. The present work utilised software tools such as geNorm, NormFinder, and BestKeeper to assess the suitability of five reference genes, namely, α-tubulin, β-tubulin, elongation factor, actin, and sucrose synthase, for gene expression studies in viruliferous and non-viruliferous B. tabaci. The analysis of the data showed that β-tubulin, which exhibits more stable expression, is the best-ranked reference gene. Furthermore, the reference genes were verified using the target gene expression of atg3 (an autophagy gene). The current findings enable precise measurement of gene expression in begomovirus-induced autophagy conditions of B. tabaci.
Cathepsin B (CTSB) is a cysteine protease that is widely found in eukaryotes and plays a role in insect growth, development, digestion, metamorphosis, and immunity. In the present study, we examined the role of CTSB in response to environmental stresses in Myzus persicae Sulzer (Hemiptera: Aphididae). Six MpCTSB genes, namely MpCTSB-N, MpCTSB-16D1, MpCTSB-3098, MpCTSB-10270, MpCTSB-mp2, and MpCTSB-16, were identified and cloned from M. persicae. The putative proteins encoded by these genes contained three conserved active site residues, i.e. Cys, His, and Asn. A phylogenetic tree analysis revealed that the six MpCTSB proteins of M. persicae were highly homologous to other Hemipteran insects. Real-time polymerase chain reaction revealed that the MpCTSB genes were expressed at different stages of M. persicae and highly expressed in winged adults or first-instar nymphs. The expression of nearly all MpCTSB genes was significantly upregulated under different environmental stresses (38°C, 4°C, and ultraviolet-B). This study shows that MpCTSB plays an important role in the growth and development of M. persicae and its resistance to environmental stress.
Throughout all the domains of life, and even among the co-existing viruses, RNA molecules play key roles in regulating the rates, duration, and intensity of the expression of genetic information. RNA acts at many different levels in playing these roles. Trans-acting regulatory RNAs can modulate the lifetime and translational efficiency of transcripts with which they pair to achieve speedy and highly specific recognition using only a few components. Cis-acting recognition elements, covalent modifications, and changes to the termini of RNA molecules encode signals that impact transcript lifetime, translation efficiency, and other functional aspects. RNA can provide an allosteric function to signal state changes through the binding of small ligands or interactions with other macromolecules. In either cis or trans, RNA can act in conjunction with multi-enzyme assemblies that function in RNA turnover, processing and surveillance for faulty transcripts. These enzymatic machineries have likely evolved independently in diverse life forms but nonetheless share analogous functional roles, implicating the biological importance of cooperative assemblies to meet the exact demands of RNA metabolism. Underpinning all the RNA-mediated processes are two key aspects: specificity, which avoids misrecognition, and speedy action, which confers timely responses to signals. How these processes work and how aberrant RNA species are recognised and responded to by the degradative machines are intriguing puzzles. We review the biophysical basis for these processes. Kinetics of assembly and multivalency of interacting components provide windows of opportunity for recognition and action that are required for the key regulatory events. The thermodynamic irreversibility of RNA-mediated regulation is one emergent feature of biological systems that may help to account for the apparent specificity and optimal rates.
Juvenile hormone (JH) regulates multiple physiological functions in insects including growth, metamorphosis, and reproduction. Juvenile hormone epoxide hydrolase (JHEH) and juvenile hormone esterase (JHE) are degradative enzymes that metabolise JH, and JH receptor (methoprene-tolerant, Met) functions in the regulation of female reproduction and vitellogenesis. In this study, JH titres in Coccinella septempunctata adult females were determined using ultra high-performance liquid chromatography and tandem mass spectrometry; the JH titres ranged from 0.03 to 0.16 ng g−1 in 5- to 30-day-old female adults. JHEH, JHE, and Met expression were studied in different reproductive stages of C. septempunctata females by quantitative real-time PCR. JHEH transcription levels were highest in 25-day-old female adults and were 1.93-fold higher than expression levels in 5-day-old adults. JHEH and JHE expression levels were inhibited by the addition of JH to the artificial diet. Met expression in C. septempunctata supplied with 3 μl JH in artificial diet was similar to Met transcription in females supplied with an aphid diet, and the results showed that supplementation with 3 μl JH in 582.2 g of artificial diet was the most suitable for reproductive regulation of C. septempunctata. The results of this study provide important insights for the improvement of C. septempunctata artificial diets.
Persistent discrimination and identity threats contribute to adverse health outcomes in minoritized groups, mediated by both structural racism and physiological stress responses.
Objective:
This study aims to evaluate the feasibility of recruiting African American volunteers for a pilot study of race-based stress, the acceptability of a mindfulness intervention designed to reduce racism-induced stress, and to evaluate preliminary associations between race-based stress and clinical, psychosocial, and biological measures.
Methods:
A convenience sample of African Americans aged 18–50 from New York City’s Tri-state area underwent assessments for racial discrimination using the Everyday Discrimination Scale (EDS) and Race-Based Traumatic Stress Symptom Scale. Mental health was evaluated using validated clinical scales measuring depression, anxiety, stress, resilience, mindfulness, resilience, sleep, interpersonal connection, and coping. Biomarkers were assessed through clinical laboratory tests, allostatic load assessment, and blood gene expression analysis.
Results:
Twenty participants (12 females, 8 males) completed assessments after consent. Elevated EDS scores were associated with adverse lipid profiles, including higher cholesterol/high-density lipoprotein (HDL) ratios and lower HDL levels, as well as elevated inflammatory markers (NF-kB activity) and reduced antiviral response (interferon response factor). Those with high EDS reported poorer sleep, increased substance use, and lower resilience. Mindfulness was positively associated with coping and resilience but inversely to sleep disturbance. 90% showed interest in a mindfulness intervention targeting racism-induced stress.
Conclusions:
This study demonstrated an association between discrimination and adverse health effects among African Americans. These findings lay the groundwork for further research to explore the efficacy of mindfulness and other interventions on populations experiencing discrimination.
Introduction: Long non-coding RNAs (lncRNAs) are a subset of RNA molecules that have been shown to be involved in gene regulation. A lot of different pathways are involved during gametogenesis and any disturbance to these pathways may have a derogatory impact on producing a haploid gamete and thus a euploid embryo. Steroidogenesis pathway plays a crucial role in gametogenesis. The purpose of this work was to quantify the levels of lnc-CYP11A1-1 and RP11573D15.8 expression levels in aneuploid and euploid embryos. Materials and methods: A total of 20 surplus human embryos, of which 10 euploid and ten aneuploid embryos, were collected from an IVF centre. The expression levels of two lncRNAs, which have been hypothesized to regulate expression of CYP11A1, were evaluated in these embryos. RNA was extracted and used to synthesize cDNA for the experiments. Real-time polymerase chain reaction was performed to evaluate the expression levels of each lncRNA in aneuploid and euploid embryos, respectively. Results and discussion: This study shows that lnc-CYP11A1-1 was more expressed in aneuploid than in euploid embryos. RP11-573D15.8 is expressed more in aneuploid embryos than in euploid ones. The results for RP11-573D15.8 were statistically significant with a p-value of 0.02 (less than the standard threshold of p 0.05), whereas the results for lnc-CYP11A1-1 were not statistically significant with a p-value of 0.07 (greater than the standard threshold of p 0.05). Thus, the result of this study demonstrates that lncRNAs may have a role in gametogenesis and formation of aneuploid gametes.
Modification of mRNA by methylation is involved in post-transcriptional regulation of gene expression by affecting the splicing, transport, stability and translation of mRNA. Methylation of adenosine at N6 (m6A) is one of the most common and important cellular modification occurring in the mRNA of eukaryotes. Evidence that m6A mRNA methylation is involved in regulation of stress response and that its dysregulation may contribute to the pathogenesis of neuropsychiatric disorders is accumulating. We have examined the acute and subchronic (up to 18 days once per day intraperitoneally) effect of the first METTL3/METTL14 activator compound CHMA1004 (methyl-piperazine-2-carboxylate) at two doses (1 and 5 mg/kg) in male and female rats. CHMA1004 had a locomotor activating and anxiolytic-like profile in open field and elevated zero-maze tests. In female rats sucrose consumption and swimming in Porsolt’s test were increased. Nevertheless, CHMA1004 did not exhibit strong psychostimulant-like properties: CHMA1004 had no effect on 50-kHz ultrasonic vocalizations except that it reduced the baseline difference between male and female animals, and acute drug treatment had no effect on extracellular dopamine levels in striatum. Subchronic CHMA1004 altered ex vivo catecholamine levels in several brain regions. RNA sequencing of female rat striata after subchronic CHMA1004 treatment revealed changes in the expression of a number of genes linked to dopamine neuron viability, neurodegeneration, depression, anxiety and stress response. Conclusively, the first-in-class METTL3/METTL14 activator compound CHMA1004 increased locomotor activity and elicited anxiolytic-like effects after systemic administration, demonstrating that pharmacological activation of RNA m6A methylation has potential for neuropsychiatric drug development.
Cervical cancer (CC), one of the most prevalent and detrimental gynaecologic cancers, evolves through genetic and epigenetic alterations resulting in the promotion of oncogenic activity and dysfunction of tumour-suppressing mechanisms. Despite medical advancement, the prognosis for advanced-stage patients remains extremely low due to high recurrence rates and resistance to existing treatments. Thereby, the search for potential prognostic biomarkers is heightened to unravel new modalities of CC pathogenesis and to develop novel anti-cancer therapies. Epitranscriptomic modifications, reversible epigenetic RNA modifications, regulate various biological processes by deciding RNA fate to mediating RNA interactions. This narrative review provides insight into the cellular and molecular roles of endogenous RNA-editing proteins and their associated epitranscriptomic modifications, especially N6-methyladenosine (m6A), 5-methylcytosine (m5C) and N1-methyladenosine (m1A), in governing the development, progression and metastasis of CC. We discussed the in-depth epitranscriptomic mechanisms underlying the regulation of over 50 RNAs responsible for tumorigenesis, proliferation, migration, invasion, survival, autophagy, stemness, epithelial-mesenchymal transition, metabolism (glucose, lipid, glutamate and glutamine), resistance (drug and radiation), angiogenesis and recurrence of CC. Additionally, we provided a concise overview of the therapeutic potential of targeting the altered expression of endogenous RNA-editing proteins and aberrant deposition of RNA modifications on both coding and non-coding RNAs in CC.
Gene expression studies in organisms are often conducted using reverse transcriptase-quantitative polymerase chain reaction (RT-qPCR), and the accuracy of RT-qPCR results relies on the stability of reference genes. We examined ten candidate reference genes in Sclerodermus guani, a parasitoid wasp that is a natural enemy of long-horned beetle pests in forestry, including ACT, EF1α, Hsc70, Hsp70, SRSF7, α-tubulin, RPL7A, 18S, 28S, and SOD1, regarding variable biotic and abiotic factors such as body part, life stage, hormone, diet, and temperature. Data were analysed using four dedicated algorithms (ΔCt, BestKeeper, NormFinder, and geNorm) and one comparative tool (RefFinder). Our results showed that the most stable reference genes were RPL7A and EF1α regarding the body part, SRSF7 and Hsc70 regarding the diet, RPL7A and α-tubulin regarding the hormone, SRSF7 and RPL7A regarding the life stage, and SRSF7 and α-tubulin regarding temperature. To ascertain the applicability of specific reference genes, the expression level of the target gene (ACPase) was estimated regarding the body part using the most stable reference genes, RPL7A and EF1α, and the least stable one, SOD1. The highest expression level of ACPase was observed in the abdomen, and the validity of RPL7A and EF1α was confirmed. This study provides, for the first time, an extensive list of reliable reference genes for molecular biology studies in S. guani.
Although numerous neuroimaging studies have depicted neural alterations in individuals with obsessive–compulsive disorder (OCD), a psychiatric disorder characterized by intrusive cognitions and repetitive behaviors, the molecular mechanisms connecting brain structural changes and gene expression remain poorly understood.
Methods
This study combined the Allen Human Brain Atlas dataset with neuroimaging data from the Meta-Analysis (ENIGMA) consortium and independent cohorts. Later, partial least squares regression and enrichment analysis were performed to probe the correlation between transcription and cortical thickness variation among adults with OCD.
Results
The cortical map of case-control differences in cortical thickness was spatially correlated with cortical expression of a weighted combination of genes enriched for neurobiologically relevant ontology terms preferentially expressed across different cell types and cortical layers. These genes were specifically expressed in brain tissue, spanning all cortical developmental stages. Protein–protein interaction analysis revealed that these genes coded a network of proteins encompassing various highly interactive hubs.
Conclusions
The study findings bridge the gap between neural structure and transcriptome data in OCD, fostering an integrative understanding of the potential biological mechanisms.