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2.
Neuron ; 2024 Apr 24.
Artículo en Inglés | MEDLINE | ID: mdl-38701790

RESUMEN

Multiple system atrophy (MSA) is an adult-onset, sporadic synucleinopathy characterized by parkinsonism, cerebellar ataxia, and dysautonomia. The genetic architecture of MSA is poorly understood, and treatments are limited to supportive measures. Here, we performed a comprehensive analysis of whole genome sequence data from 888 European-ancestry MSA cases and 7,128 controls to systematically investigate the genetic underpinnings of this understudied neurodegenerative disease. We identified four significantly associated risk loci using a genome-wide association study approach. Transcriptome-wide association analyses prioritized USP38-DT, KCTD7, and lnc-KCTD7-2 as novel susceptibility genes for MSA within these loci, and single-nucleus RNA sequence analysis found that the associated variants acted as cis-expression quantitative trait loci for multiple genes across neuronal and glial cell types. In conclusion, this study highlights the role of genetic determinants in the pathogenesis of MSA, and the publicly available data from this study represent a valuable resource for investigating synucleinopathies.

3.
Hepatol Res ; 2024 Apr 24.
Artículo en Inglés | MEDLINE | ID: mdl-38656751

RESUMEN

AIM: Myostatin is a myokine involved in muscle mass regulation. The associations between circulating myostatin levels and clinical characteristics in patients with acute liver failure (ALF) and late-onset hepatic failure (LOHF) are unclear. METHODS: In this retrospective study, 51 patients with ALF or LOHF were included. Serum myostatin was measured using an enzyme-linked immunosorbent assay. RESULTS: Myostatin levels were significantly lower in patients with ALF and LOHF than in controls (ALF/LOHF: 2522 pg/mL, controls: 3853 pg/mL, p = 0.003). The prevalence of low myostatin in deceased patients was significantly higher than that in spontaneous survivors and patients who underwent liver transplantation. Patients with low myostatin levels had a high incidence of complications. There was a positive correlation between the psoas muscle index and serum myostatin levels. Patients with low myostatin levels had shorter 1-year transplant-free survival and shorter 1-year overall survival than patients with high myostatin levels. Low serum myostatin levels were associated with poor prognosis independent of the Japanese scoring system for ALF ≥3, King's College criteria, or model for end-stage liver disease score >30.5. The combination of serum myostatin levels and prognostic models for ALF significantly stratified patients according to 1-year prognosis. CONCLUSIONS: Low serum myostatin levels were associated with a low psoas muscle index, complication rate, and poor prognosis in patients with ALF and LOHF. Assessment of circulating myostatin levels may improve the prediction of outcomes in patients with ALF and LOHF.

4.
Intern Med ; 2024 Apr 23.
Artículo en Inglés | MEDLINE | ID: mdl-38658342

RESUMEN

Objective A short sleep duration is associated with non-alcoholic fatty liver disease (NAFLD). However, the causal relationship between a short sleep duration and the onset of NAFLD remains unknown because of the lack of any longitudinal studies. Therefore, we evaluated the association between sleep duration and the onset of NAFLD. Methods We evaluated health checkup data for 1,862 NAFLD-free Japanese adults aged 33-86 years at baseline and followed those individuals for a median of 41 months. Hepatic steatosis was examined using ultrasonography (US). The Cox proportional hazards model was used to evaluate the association between sleep duration and NAFLD onset. Results Among the 1,862 participants, 483 (25.9%) developed NAFLD. The proportion of women who developed NAFLD was the highest in the group with a sleep duration of <6 hours and lowest in the group with a sleep duration of 7 to <8 hours. The multivariable-adjusted hazard ratio (95% confidence interval) for the onset of NAFLD in women with a sleep duration <6 hours compared with those with a sleep duration of 7 to <8 hours was 1.55 (1.09-2.20; p=0.02). Conclusions In women, a short sleep duration was independently associated with the onset of NAFLD, thus suggesting that an adequate sleep duration can be a promising preventive factor for the onset of NAFLD in women.

5.
Stem Cell Res Ther ; 15(1): 104, 2024 Apr 10.
Artículo en Inglés | MEDLINE | ID: mdl-38600587

RESUMEN

BACKGROUND: Microglia, the brain's resident immune cells, play vital roles in brain development, and disorders like Alzheimer's disease (AD). Human iPSC-derived microglia (iMG) provide a promising model to study these processes. However, existing iMG generation protocols face challenges, such as prolonged differentiation time, lack of detailed characterization, and limited gene function investigation via CRISPR-Cas9. METHODS: Our integrated toolkit for in-vitro microglia functional genomics optimizes iPSC differentiation into iMG through a streamlined two-step, 20-day process, producing iMG with a normal karyotype. We confirmed the iMG's authenticity and quality through single-cell RNA sequencing, chromatin accessibility profiles (ATAC-Seq), proteomics and functional tests. The toolkit also incorporates a drug-dependent CRISPR-ON/OFF system for temporally controlled gene expression. Further, we facilitate the use of multi-omic data by providing online searchable platform that compares new iMG profiles to human primary microglia: https://sherlab.shinyapps.io/IPSC-derived-Microglia/ . RESULTS: Our method generates iMG that closely align with human primary microglia in terms of transcriptomic, proteomic, and chromatin accessibility profiles. Functionally, these iMG exhibit Ca2 + transients, cytokine driven migration, immune responses to inflammatory signals, and active phagocytosis of CNS related substrates including synaptosomes, amyloid beta and myelin. Significantly, the toolkit facilitates repeated iMG harvesting, essential for large-scale experiments like CRISPR-Cas9 screens. The standalone ATAC-Seq profiles of our iMG closely resemble primary microglia, positioning them as ideal tools to study AD-associated single nucleotide variants (SNV) especially in the genome regulatory regions. CONCLUSIONS: Our advanced two-step protocol rapidly and efficiently produces authentic iMG. With features like the CRISPR-ON/OFF system and a comprehensive multi-omic data platform, our toolkit equips researchers for robust microglial functional genomic studies. By facilitating detailed SNV investigation and offering a sustainable cell harvest mechanism, the toolkit heralds significant progress in neurodegenerative disease drug research and therapeutic advancement.


Asunto(s)
Enfermedad de Alzheimer , Enfermedades Neurodegenerativas , Humanos , Microglía/metabolismo , Proteómica , Péptidos beta-Amiloides , Genómica , Enfermedad de Alzheimer/genética , Cromatina/genética , Cromatina/metabolismo
6.
Res Sq ; 2024 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-38562777

RESUMEN

Mitochondrial oxidative phosphorylation (OxPhos) powers brain activity1,2, and mitochondrial defects are linked to neurodegenerative and neuropsychiatric disorders3,4, underscoring the need to define the brain's molecular energetic landscape5-10. To bridge the cognitive neuroscience and cell biology scale gap, we developed a physical voxelization approach to partition a frozen human coronal hemisphere section into 703 voxels comparable to neuroimaging resolution (3×3×3 mm). In each cortical and subcortical brain voxel, we profiled mitochondrial phenotypes including OxPhos enzyme activities, mitochondrial DNA and volume density, and mitochondria-specific respiratory capacity. We show that the human brain contains a diversity of mitochondrial phenotypes driven by both topology and cell types. Compared to white matter, grey matter contains >50% more mitochondria. We show that the more abundant grey matter mitochondria also are biochemically optimized for energy transformation, particularly among recently evolved cortical brain regions. Scaling these data to the whole brain, we created a backward linear regression model integrating several neuroimaging modalities11, thereby generating a brain-wide map of mitochondrial distribution and specialization that predicts mitochondrial characteristics in an independent brain region of the same donor brain. This new approach and the resulting MitoBrainMap of mitochondrial phenotypes provide a foundation for exploring the molecular energetic landscape that enables normal brain functions, relating it to neuroimaging data, and defining the subcellular basis for regionalized brain processes relevant to neuropsychiatric and neurodegenerative disorders.

8.
bioRxiv ; 2024 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-38496679

RESUMEN

Mitochondrial oxidative phosphorylation (OxPhos) powers brain activity1,2, and mitochondrial defects are linked to neurodegenerative and neuropsychiatric disorders3,4, underscoring the need to define the brain's molecular energetic landscape5-10. To bridge the cognitive neuroscience and cell biology scale gap, we developed a physical voxelization approach to partition a frozen human coronal hemisphere section into 703 voxels comparable to neuroimaging resolution (3×3×3 mm). In each cortical and subcortical brain voxel, we profiled mitochondrial phenotypes including OxPhos enzyme activities, mitochondrial DNA and volume density, and mitochondria-specific respiratory capacity. We show that the human brain contains a diversity of mitochondrial phenotypes driven by both topology and cell types. Compared to white matter, grey matter contains >50% more mitochondria. We show that the more abundant grey matter mitochondria also are biochemically optimized for energy transformation, particularly among recently evolved cortical brain regions. Scaling these data to the whole brain, we created a backward linear regression model integrating several neuroimaging modalities11, thereby generating a brain-wide map of mitochondrial distribution and specialization that predicts mitochondrial characteristics in an independent brain region of the same donor brain. This new approach and the resulting MitoBrainMap of mitochondrial phenotypes provide a foundation for exploring the molecular energetic landscape that enables normal brain functions, relating it to neuroimaging data, and defining the subcellular basis for regionalized brain processes relevant to neuropsychiatric and neurodegenerative disorders.

9.
Nat Genet ; 56(4): 605-614, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38514782

RESUMEN

The relationship between genetic variation and gene expression in brain cell types and subtypes remains understudied. Here, we generated single-nucleus RNA sequencing data from the neocortex of 424 individuals of advanced age; we assessed the effect of genetic variants on RNA expression in cis (cis-expression quantitative trait loci) for seven cell types and 64 cell subtypes using 1.5 million transcriptomes. This effort identified 10,004 eGenes at the cell type level and 8,099 eGenes at the cell subtype level. Many eGenes are only detected within cell subtypes. A new variant influences APOE expression only in microglia and is associated with greater cerebral amyloid angiopathy but not Alzheimer's disease pathology, after adjusting for APOEε4, providing mechanistic insights into both pathologies. Furthermore, only a TMEM106B variant affects the proportion of cell subtypes. Integration of these results with genome-wide association studies highlighted the targeted cell type and probable causal gene within Alzheimer's disease, schizophrenia, educational attainment and Parkinson's disease loci.


Asunto(s)
Enfermedad de Alzheimer , Humanos , Enfermedad de Alzheimer/metabolismo , Estudio de Asociación del Genoma Completo/métodos , Encéfalo/metabolismo , Sitios de Carácter Cuantitativo/genética , Variación Genética/genética , Proteínas de la Membrana/genética , Proteínas del Tejido Nervioso/genética
10.
Circ J ; 2024 Mar 08.
Artículo en Inglés | MEDLINE | ID: mdl-38462535

RESUMEN

BACKGROUND: Patients with appropriately selected low-risk pulmonary embolism (PE) can be treated at home, although it has been controversial whether applies to patients with cancer, who are considered not to be at low risk.Methods and Results: The current predetermined companion report from the ONCO PE trial evaluated the 3-month clinical outcomes of patients with home treatment and those with in-hospital treatment. The ONCO PE trial was a multicenter, randomized clinical trial among 32 institutions in Japan investigating the optimal duration of rivaroxaban treatment in cancer-associated PE patients with a score of 1 using the simplified version of the Pulmonary Embolism Severity Index (sPESI). Among 178 study patients, there were 66 (37%) in the home treatment group and 112 (63%) in the in-hospital treatment group. The primary endpoint of a composite of PE-related death, recurrent venous thromboembolism (VTE) and major bleeding occurred in 3 patients (4.6% [0.0-9.6%]) in the home treatment group and in 2 patients (1.8% [0.0-4.3%]) in the in-hospital treatment group. In the home treatment group, there were no cases of PE-related death or recurrent VTE, but major bleeding occurred in 3 patients (4.6% [0.0-9.6%]), and 2 patients (3.0% [0.0-7.2%]) required hospitalization due to bleeding events. CONCLUSIONS: Active cancer patients with PE of sPESI score=1 could be potential candidates for home treatment.

11.
Chem Pharm Bull (Tokyo) ; 72(3): 253-257, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38432906

RESUMEN

This study focused on the electrochemical properties of tetrazolium salts to develop a simple method for evaluating viable bacterial counts, which are indicators of drug susceptibility. Considering that the oxidized form of tetrazolium, which has excellent cell membrane permeability, changes to the insoluble reduced form formazan inside the cell, the number of viable cells was estimated based on the reduction current of the tetrazolium remaining in the bacterial suspension. Dissolved oxygen is an important component of bacterial activity. However, it interferes with the electrochemical response of tetrazolium. We estimated the number of viable bacteria in the suspension based on potential-selective current responses that were not affected by dissolved oxygen. Based on solubility, cell membrane permeability, and characteristic electrochemical properties of the tetrazolium salt 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium, we developed a method for rapidly measuring viable bacteria within one-fifth of the time required by conventional colorimetric methods for drug susceptibility testing.


Asunto(s)
Antibacterianos , Mycobacterium tuberculosis , Antibacterianos/farmacología , Pruebas de Sensibilidad Microbiana , Penicilina G , Oxígeno , Sales de Tetrazolio
12.
Med Mol Morphol ; 2024 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-38340154

RESUMEN

Autoimmune hepatitis (AIH) is an immune disorder characterized by hypergammaglobulinemia, autoantibodies, and chronic active hepatitis on liver histology. However, immune cell population characteristics in AIH patients remain poorly understood. This study was designed to analyze peripheral blood mononuclear cell (PBMC) characteristics in AIH through single-cell RNA sequencing (scRNA-seq) and explore potential AIH-related molecular mechanisms. We generated 3690 and 3511 single-cell transcriptomes of PBMCs pooled from 4 healthy controls (HCs) and 4 AIH patients, respectively, by scRNA-seq. These pooled PBMC transcriptomes were used for cell cluster identification and differentially expressed gene (DEG) identification. GO functional enrichment analysis was performed on the DEGs to determine the most active AIH immune cell biological functions. Although the PCA-based uniform manifold approximation and projection (UMAP) algorithm was used to cluster cells with similar expression patterns in the two samples, 87 up- and 12 downregulated DEGs were retained in monocytes and 101 up- and 15 downregulated DEGs were retained in NK cells from AIH PBMCs. Moreover, enriched GO terms in the PBMC-derived monocyte and NK cell clusters were related mainly to antigen processing and presentation, IFN-γ-mediated signaling, and neutrophil degranulation and activation. These potential molecular mechanisms may be important targets for AIH treatment.

13.
Anal Chem ; 96(9): 3787-3793, 2024 Mar 05.
Artículo en Inglés | MEDLINE | ID: mdl-38308565

RESUMEN

Organic metallic nanohybrids (NHs), in which many small metal nanoparticles are encapsulated within a conductive polymer matrix, are useful as sensitive electrochemical labels because the constituents produce characteristic oxidation current responses. Gold NHs, consisting of gold nanoparticles and poly(m-toluidine), and copper NHs, consisting of copper nanoparticles and polyaniline, did not interfere with each other in terms of the electrochemical signals obtained on the same electrode. Antibodies were introduced into these NHs to function as electrochemical labels for targeting specific bacteria. Electrochemical measurements using screen-printed electrodes dry-fixed with NH-labeled bacterial cells enabled the estimation of bacterial species and number within minutes, based on the distinct current response of the labels. Our proposed method achieved simultaneous detection of enterohemorrhagic Escherichia coli and Staphylococcus aureus in a real sample. These NHs will be powerful tools as electrochemical labels and are expected to be useful for rapid testing in food and drug-related manufacturing sites.


Asunto(s)
Técnicas Biosensibles , Nanopartículas del Metal , Oro/química , Nanopartículas del Metal/química , Cobre , Anticuerpos , Oxidación-Reducción , Técnicas Electroquímicas , Electrodos , Técnicas Biosensibles/métodos , Límite de Detección
14.
bioRxiv ; 2024 Feb 06.
Artículo en Inglés | MEDLINE | ID: mdl-38370689

RESUMEN

While efforts to identify microglial subtypes have recently accelerated, the relation of transcriptomically defined states to function has been largely limited to in silico annotations. Here, we characterize a set of pharmacological compounds that have been proposed to polarize human microglia towards two distinct states - one enriched for AD and MS genes and another characterized by increased expression of antigen presentation genes. Using different model systems including HMC3 cells, iPSC-derived microglia and cerebral organoids, we characterize the effect of these compounds in mimicking human microglial subtypes in vitro. We show that the Topoisomerase I inhibitor Camptothecin induces a CD74high/MHChigh microglial subtype which is specialized in amyloid beta phagocytosis. Camptothecin suppressed amyloid toxicity and restored microglia back to their homeostatic state in a zebrafish amyloid model. Our work provides avenues to recapitulate human microglial subtypes in vitro, enabling functional characterization and providing a foundation for modulating human microglia in vivo.

15.
Prev Med Rep ; 37: 102577, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38282666

RESUMEN

Evidence for the influence of lifestyle factors on nonalcoholic fatty liver disease (NAFLD) onset is limited because the association between lifestyle factors and NAFLD has been reported mostly in cross-sectional studies. Our purpose was to elucidate which lifestyle factors are associated with NAFLD onset by performing a longitudinal study. This was a longitudinal study of 1,713 Japanese participants who underwent multiple health checkups from June 2013 to the end of March 2018 and were not diagnosed with NAFLD at the first health checkup at Watari Hospital in Fukushima, Japan. Baseline characteristics, including lifestyle factors, were compared among participants with and without NAFLD. Cox proportional hazards models were used to identify the association between lifestyle factors and NAFLD onset. Among the 1,713 participants, 420 (24.5 %) developed NAFLD during the observation period (median 47 months). There were significant differences in body mass index and hepatobiliary enzyme levels between participants with and without NAFLD. In Cox proportional hazards models, eating between meals (hazard ratio (HR): 2.08, 95 % confidence interval (CI): 1.25-3.45, p < 0.01) and eating fast (HR: 1.59, 95 % CI: 1.26-2.00, p < 0.01) were risk factors for NAFLD onset in men and women, respectively. Moreover, fast walking was a protective factor against NAFLD onset in women (HR: 0.76, 95 % CI: 0.60-0.96, p = 0.02). These findings could help to identify patients at risk and prevent future NAFLD onset.

16.
Int Cancer Conf J ; 13(1): 26-32, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38187183

RESUMEN

As immune checkpoint inhibitors become more widely available, the optimal management of immune-related adverse events (irAEs) is becoming increasingly important. Although irAEs are diverse, reports on cytokine release syndrome are rare. Here, we report a case of a 48-year-old man with relapsing cytokine release syndrome after receiving pembrolizumab and axitinib combination therapy for metastatic renal cell carcinoma. During dose reduction of prednisolone for immune-related hepatitis on day 33 after starting pembrolizumab plus axitinib, the patient suddenly developed abdominal pain, and a few hours later became hypotensive and poorly oxygenated. Despite the use of a ventilator and high doses of catecholamines, blood pressure and oxygenation could not be maintained. Extracorporeal membrane oxygenation and intra-aortic balloon pumping were also administered. The cytokine release syndrome (CRS) was treated with tocilizumab, and his general condition improved. Lower-grade CRS relapsed four times despite a moderate dose of oral prednisolone with mycophenolate mofetil or tacrolimus. After gradual reduction in prednisolone over 5 months, the patient was discharged from the hospital. Partial remission of renal cell carcinoma continued for 21 months, and salvage radical nephrectomy was performed. The patient remained disease-free without the need for further treatment 9 months after surgery.

17.
Cancer Sci ; 115(2): 529-539, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38083992

RESUMEN

Biomarkers that could detect the postoperative recurrence of upper tract urothelial carcinoma (UTUC) have not been established. In this prospective study, we aim to evaluate the utility of individualized circulating tumor DNA (ctDNA) monitoring using digital PCR (dPCR) as a tumor recurrence biomarker for UTUC in the perioperative period. Twenty-three patients who underwent radical nephroureterectomy (RNU) were included. In each patient, whole exome sequencing by next-generation sequencing and TERT promoter sequencing of tumor DNA were carried out. Case-specific gene mutations were selected from sequencing analysis to examine ctDNA by dPCR analysis. We also prospectively collected plasma and urine ctDNA from each patient. The longitudinal variant allele frequencies of ctDNA during the perioperative period were plotted. Case-specific gene mutations were detected in 22 cases (96%) from ctDNA in the preoperative samples. Frequently detected genes were TERT (39%), FGFR3 (26%), TP53 (22%), and HRAS (13%). In all cases, we obtained plasma and urine samples for 241 time points and undertook individualized ctDNA monitoring for 2 years after RNU. Ten patients with intravesical recurrence had case-specific ctDNA detected in urine at the time of recurrence. The mean lead time of urinary ctDNA in intravesical recurrence was 60 days (range, 0-202 days). Two patients with distal metastasis had case-specific ctDNA in plasma at the time of metastasis. In UTUC, tumor-specific gene mutations can be monitored postoperatively as ctDNA in plasma and urine. Individualized ctDNA might be a minimally invasive biomarker for the early detection of postoperative recurrence.


Asunto(s)
Carcinoma de Células Transicionales , ADN Tumoral Circulante , Neoplasias de la Vejiga Urinaria , Humanos , Carcinoma de Células Transicionales/diagnóstico , Carcinoma de Células Transicionales/genética , Carcinoma de Células Transicionales/cirugía , ADN Tumoral Circulante/genética , Estudios Prospectivos , Recurrencia Local de Neoplasia/diagnóstico , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/patología , Biomarcadores , Biomarcadores de Tumor/genética
19.
Jpn J Clin Oncol ; 54(1): 62-69, 2024 Jan 07.
Artículo en Inglés | MEDLINE | ID: mdl-37801445

RESUMEN

OBJECTIVE: The prediction of prognosis in hepatocellular carcinoma patients is important for switching treatment. The association between circulating growth arrest-specific 6 levels and prognosis in hepatocellular carcinoma patients is unknown. METHODS: We retrospectively analysed the association between serum growth arrest-specific 6 levels and clinical findings in 132 patients with hepatocellular carcinoma. Serum growth arrest-specific 6 levels were measured using enzyme-linked immunosorbent assay. RESULTS: Amongst 132 patients, the Barcelona Clinic Liver Cancer stage was classified as 0, A, B, C and D in 19, 48, 41, 18 and 6 patients, respectively. Serum growth arrest-specific 6 levels in hepatocellular carcinoma patients were higher than those in healthy controls (28.4 ng/mL vs. 19.6 ng/mL, P < 0.001), and growth arrest-specific 6 levels were positively correlated with soluble Axl levels. In the entire cohort, high growth arrest-specific 6 levels were associated with a shorter survival period (hazard ratio: 1.78 per 20 ng/mL, 95% confidence interval: 1.01-3.16, P = 0.045). In early and intermediate-stage hepatocellular carcinoma patients treated with transcatheter arterial chemoembolization (n = 59), we determined a cut-off value of 36.4 ng/mL based on the receiver operating characteristic curve to predict death within 3 years, and high growth arrest-specific 6 levels were associated with a high cumulative incidence of portal vein tumour thrombosis (Gray's test: P = 0.010) and shorter overall survival (log-rank: P = 0.005). CONCLUSIONS: Serum growth arrest-specific 6 levels were associated with prognosis in hepatocellular carcinoma patients. In early and intermediate-stage hepatocellular carcinoma patients who underwent transcatheter arterial chemoembolization, high growth arrest-specific 6 levels were associated with a high incidence of portal vein tumour thrombosis. Circulating growth arrest-specific 6 levels may be a useful prognostic marker in hepatocellular carcinoma patients.


Asunto(s)
Carcinoma Hepatocelular , Quimioembolización Terapéutica , Neoplasias Hepáticas , Trombosis de la Vena , Humanos , Carcinoma Hepatocelular/patología , Quimioembolización Terapéutica/efectos adversos , Neoplasias Hepáticas/patología , Vena Porta/patología , Pronóstico , Estudios Retrospectivos , Resultado del Tratamiento , Trombosis de la Vena/complicaciones , Trombosis de la Vena/terapia
20.
Biol Psychiatry ; 2023 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-38141910

RESUMEN

BACKGROUND: Depression, a common psychiatric illness and global public health problem, remains poorly understood across different life stages, which hampers the development of novel treatments. METHODS: To identify new candidate genes for therapeutic development, we performed differential gene expression analysis of single-nucleus RNA sequencing data from the dorsolateral prefrontal cortex of older adults (n = 424) in relation to antemortem depressive symptoms. Additionally, we integrated genome-wide association study results for depression (n = 500,199) along with genetic tools for inferring the expression of 14,048 unique genes in 7 cell types and 52 cell subtypes to perform a transcriptome-wide association study of depression followed by Mendelian randomization. RESULTS: Our single-nucleus transcriptome-wide association study analysis identified 68 candidate genes for depression and showed the greatest number being in excitatory and inhibitory neurons. Of the 68 genes, 53 were novel compared to previous studies. Notably, gene expression in different neuronal subtypes had varying effects on depression risk. Traits with high genetic correlations with depression, such as neuroticism, shared more transcriptome-wide association study genes than traits that were not highly correlated with depression. Complementing these analyses, differential gene expression analysis across 52 neocortical cell subtypes showed that genes such as KCNN2, SCAI, WASF3, and SOCS6 were associated with late-life depressive symptoms in specific cell subtypes. CONCLUSIONS: These 2 sets of analyses illustrate the utility of large single-nucleus RNA sequencing data both to uncover genes whose expression is altered in specific cell subtypes in the context of depressive symptoms and to enhance the interpretation of well-powered genome-wide association studies so that we can prioritize specific susceptibility genes for further analysis and therapeutic development.

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