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Ishii T, Wang T, Shibata K, Nishitani S, Yamanashi T, Wahba NE, Seki T, Thompson KJ, Yamanishi K, Nishiguchi T, Shimura A, Aoyama B, Gorantla N, Phuong NJ, Nguyen HD, Santiago TA, Nishizawa Y, Nagao T, Howard MA, Kawasaki H, Hino K, Ikeda A, Snyder MP, Shinozaki G. Glial Contribution to the Pathogenesis of Post-Operative Delirium Revealed by Multi-omic Analysis of Brain Tissue from Neurosurgery Patients. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.13.643155. [PMID: 40161597 PMCID: PMC11952519 DOI: 10.1101/2025.03.13.643155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Post-operative delirium (POD) is a common complication after surgery especially in elderly patients, characterized by acute disturbances in consciousness and cognition, which negatively impacts long-term outcomes. Effective treatments remain elusive due to the unclear pathophysiology of POD. To address the knowledge gap, we investigated DNA methylation profiles and gene expression changes in brain cells from POD and non-POD patients who underwent brain resection surgery for medication refractory epilepsy. DNA methylation analysis revealed alteration in epigenetic status of immune and inflammation-related genes. Single-nucleus RNA sequencing (snRNAseq) identified POD-specific glial cell alterations, particularly in microglia, where neuroinflammation was strongly enhanced, consistent with epigenetic findings. Astrocytes exhibited changes in synapse-related functions and migration. Furthermore, downstream analysis indicated similarities between POD-associated glial cell states and pathologies such as encephalitis and dementia. Overall, this study-the first multi-omics analysis of brain tissue from POD patients-provides direct evidence of glial cell contributions to POD pathogenesis, and highlights potential therapeutic targets.
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Affiliation(s)
- Takaya Ishii
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Regenerative & Cellular Medicine Kobe Center, Sumitomo Pharma Co., Ltd., Osaka, Osaka, Japan
- Current affiliation is RACTHERA Co., Ltd., Kobe, Hyogo, Japan
| | - Tao Wang
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Kazuki Shibata
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Drug Research Division, Sumitomo Pharma Co., Ltd., Osaka, Osaka, Japan
| | - Shota Nishitani
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
| | - Takehiko Yamanashi
- Faculty of Medicine, Department of Neuropsychiatry, Tottori University, Yonago, Tottori, Japan
| | - Nadia E. Wahba
- Department of Psychiatry, Oregon Health and Science University, School of Medicine, Portland, Oregon, USA
| | - Tomoteru Seki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Department of Psychiatry, Tokyo Medical University, Shinjuku-ku, Tokyo, Japan
| | | | - Kyosuke Yamanishi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Department of Neuropsychiatry, School of Medicine, Hyogo Medical University, Nishinomiya, Hyogo, Japan
| | - Tsuyoshi Nishiguchi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Faculty of Medicine, Department of Neuropsychiatry, Tottori University, Yonago, Tottori, Japan
| | - Akiyoshi Shimura
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Department of Psychiatry, Tokyo Medical University, Shinjuku-ku, Tokyo, Japan
| | - Bun Aoyama
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Department of Anesthesiology and Intensive Care Medicine, Kochi Medical School, Kochi, Kochi, Japan
| | - Nipun Gorantla
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
| | - Nathan J. Phuong
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
| | - Hieu D. Nguyen
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
| | - Therese A. Santiago
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
| | - Yoshitaka Nishizawa
- Department of Psychiatry, Osaka Medical and Pharmaceutical University School of Medicine, Osaka, Japan
| | - Takaaki Nagao
- Department of Neurosurgery (Sakura), Toho University School of Medicine Faculty of Medicine, Sakura, Chiba, Japan
| | - Mathew A Howard
- Department of Neurosurgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Hiroto Kawasaki
- Department of Neurosurgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Kyosuke Hino
- Regenerative & Cellular Medicine Kobe Center, Sumitomo Pharma Co., Ltd., Osaka, Osaka, Japan
- Current affiliation is RACTHERA Co., Ltd., Kobe, Hyogo, Japan
| | - Atsushi Ikeda
- Regenerative & Cellular Medicine Kobe Center, Sumitomo Pharma Co., Ltd., Osaka, Osaka, Japan
- Current affiliation is RACTHERA Co., Ltd., Kobe, Hyogo, Japan
| | - Michael P. Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Gen Shinozaki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California, USA
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
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Nishizawa Y, Yamanashi T, Nishiguchi T, Kajitani N, Miura A, Matsuo R, Tanio A, Yamamoto M, Sakamoto T, Fujiwara Y, Thompson K, Malicoat J, Yamanishi K, Seki T, Kanazawa T, Iwata M, Shinozaki G. The Genome-wide DNA methylation changes in gastrointestinal surgery patients with and without postoperative delirium: Evidence of immune process in its pathophysiology. J Psychiatr Res 2024; 177:249-255. [PMID: 39043004 DOI: 10.1016/j.jpsychires.2024.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/10/2024] [Accepted: 07/10/2024] [Indexed: 07/25/2024]
Abstract
AIM The pathophysiological mechanisms of postoperative delirium (POD) are still unclear, and there is no reliable biomarker to distinguish between those with and without POD. Our aim was to discover DNAm markers associated with POD in blood collected from patients before and after gastrointestinal surgery. METHOD We collected blood samples from 16 patients including 7 POD patients at three timepoints; before surgery (pre), the first and third postoperative days (day1 and day3). We measured differences in DNA methylation between POD and control groups between pre and day1 as well as between pre and day3 using the Illumina EPIC array method. Besides, enrichment analysis with Gene Ontology and Kyoto Encyclopedia of Genes and Genomes terms were also performed after excluding influence of common factors related to surgery and anesthesia. RESULT The results showed that pre and day1 comparisons showed that immune and inflammatory signals such as 'T-cell activation' were significantly different, consistent with our previous studies with non-Hispanic White subjects. In contrast, we found that these signals were not significant any more when pre was compared with day3. CONCLUSION These results provide strong evidence for the involvement of inflammatory and immune-related epigenetic signals in the pathogenesis of delirium, including POD, regardless of ethnic background. These findings also suggest that DNAm, which is involved in inflammation and immunity, is dynamically altered in patients with POD. In summary, the present results indicate that these signals may serve as a new diagnostic tool for POD.
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Affiliation(s)
- Yoshitaka Nishizawa
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; Osaka Medical and Pharmaceutical University School of Medicine, Department of Psychiatry, Osaka, Japan
| | - Takehiko Yamanashi
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-shi, Tottori, Japan; University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA, USA.
| | - Tsuyoshi Nishiguchi
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-shi, Tottori, Japan
| | - Naofumi Kajitani
- Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-shi, Tottori, Japan
| | - Akihiko Miura
- Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-shi, Tottori, Japan
| | - Ryoichi Matsuo
- Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-shi, Tottori, Japan
| | - Akimitsu Tanio
- Division of Gastrointestinal and Pediatric Surgery, Department of Surgery, School of Medicine, Faculty of Medicine, Tottori University, Yonago, 683-8504, Japan
| | - Manabu Yamamoto
- Division of Gastrointestinal and Pediatric Surgery, Department of Surgery, School of Medicine, Faculty of Medicine, Tottori University, Yonago, 683-8504, Japan
| | - Teruhisa Sakamoto
- Division of Gastrointestinal and Pediatric Surgery, Department of Surgery, School of Medicine, Faculty of Medicine, Tottori University, Yonago, 683-8504, Japan
| | - Yoshiyuki Fujiwara
- Division of Gastrointestinal and Pediatric Surgery, Department of Surgery, School of Medicine, Faculty of Medicine, Tottori University, Yonago, 683-8504, Japan
| | - Kaitlyn Thompson
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; University of Nebraska Medical Center, Omaha, NE, USA
| | - Johnny Malicoat
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA, USA
| | - Kyosuke Yamanishi
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; Hyogo Medical University, College of Medicine, Department of Neuropsychiatry, Nishinomiya, Hyogo, Japan
| | - Tomoteru Seki
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; Department of Psychiatry, Tokyo Medical University, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Tetsufumi Kanazawa
- Osaka Medical and Pharmaceutical University School of Medicine, Department of Psychiatry, Osaka, Japan
| | - Masaaki Iwata
- Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-shi, Tottori, Japan
| | - Gen Shinozaki
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA, USA; University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA, USA.
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Nishizawa Y, Thompson KC, Yamanashi T, Wahba NE, Saito T, Marra PS, Nagao T, Nishiguchi T, Shibata K, Yamanishi K, Hughes CG, Pandharipande P, Cho H, Howard MA, Kawasaki H, Toda H, Kanazawa T, Iwata M, Shinozaki G. Epigenetic signals associated with delirium replicated across four independent cohorts. Transl Psychiatry 2024; 14:275. [PMID: 38965205 PMCID: PMC11224347 DOI: 10.1038/s41398-024-02986-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 06/15/2024] [Accepted: 06/25/2024] [Indexed: 07/06/2024] Open
Abstract
Delirium is risky and indicates poor outcomes for patients. Therefore, it is crucial to create an effective delirium detection method. However, the epigenetic pathophysiology of delirium remains largely unknown. We aimed to discover reliable and replicable epigenetic (DNA methylation: DNAm) markers that are associated with delirium including post-operative delirium (POD) in blood obtained from patients among four independent cohorts. Blood DNA from four independent cohorts (two inpatient cohorts and two surgery cohorts; 16 to 88 patients each) were analyzed using the Illumina EPIC array platform for genome-wide DNAm analysis. We examined DNAm differences in blood between patients with and without delirium including POD. When we compared top CpG sites previously identified from the initial inpatient cohort with three additional cohorts (one inpatient and two surgery cohorts), 11 of the top 13 CpG sites showed statistically significant differences in DNAm values between the delirium group and non-delirium group in the same directions as found in the initial cohort. This study demonstrated the potential value of epigenetic biomarkers as future diagnostic tools. Furthermore, our findings provide additional evidence of the potential role of epigenetics in the pathophysiology of delirium including POD.
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Affiliation(s)
- Yoshitaka Nishizawa
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- Department of Psychiatry, Osaka Medical and Pharmaceutical University School of Medicine, Osaka, Japan
| | - Kaitlyn C Thompson
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- University of Nebraska Medical Center, Omaha, NE, USA
| | - Takehiko Yamanashi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- Department of Neuropsychiatry, Tottori University Faculty of Medicine, Yonago-shi, Tottori, Japan
| | - Nadia E Wahba
- Department of Psychiatry, Oregon Health and Science University, School of Medicine, Portland, OR, USA
| | - Taku Saito
- Department of Psychiatry, National Defense Medical College School of Medicine, Tokorozawa, Saitama, Japan
| | - Pedro S Marra
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Takaaki Nagao
- Department of Neurosurgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- Department of Neurosurgery (Sakura), Toho University School of Medicine Faculty of Medicine, Sakura-shi, Chiba, Japan
| | - Tsuyoshi Nishiguchi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- Department of Neuropsychiatry, Tottori University Faculty of Medicine, Yonago-shi, Tottori, Japan
| | - Kazuki Shibata
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- Sumitomo Pharma Co, Ltd, Osaka, Osaka, Japan
| | - Kyosuke Yamanishi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- Department of Neuropsychiatry, Hyogo Medical University, College of Medicine, Nishinomiya, Hyogo, Japan
| | - Christopher G Hughes
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Pratik Pandharipande
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Hyunkeun Cho
- University of Iowa, College of Public Health, Iowa City, IA, USA
| | - Matthew A Howard
- Department of Neurosurgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Hiroto Kawasaki
- Department of Neurosurgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Hiroyuki Toda
- Department of Psychiatry, National Defense Medical College School of Medicine, Tokorozawa, Saitama, Japan
| | - Tetsufumi Kanazawa
- Department of Psychiatry, Osaka Medical and Pharmaceutical University School of Medicine, Osaka, Japan
| | - Masaaki Iwata
- Department of Neuropsychiatry, Tottori University Faculty of Medicine, Yonago-shi, Tottori, Japan
| | - Gen Shinozaki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA.
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA.
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Marra PS, Seki T, Nishizawa Y, Chang G, Yamanishi K, Nishiguchi T, Shibata K, Braun P, Shinozaki G. Genome-wide DNA methylation analysis in female veterans with military sexual trauma and comorbid PTSD/MDD. J Affect Disord 2024; 351:624-630. [PMID: 38309478 PMCID: PMC11107447 DOI: 10.1016/j.jad.2024.01.241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 01/12/2024] [Accepted: 01/26/2024] [Indexed: 02/05/2024]
Abstract
BACKGROUND Military sexual trauma (MST) is a prevalent issue within the U.S. military. Victims are more likely to develop comorbid diseases such as posttraumatic stress disorder (PTSD) and major depressive disorder (MDD). Nonetheless, not everyone who suffers from MST develops PTSD and/or MDD. DNA methylation, which can regulate gene expression, might give us insight into the molecular mechanisms behind this discrepancy. Therefore, we sought to identify genomic loci and enriched biological pathways that differ between patients with and without MST, PTSD, and MDD. METHODS Saliva samples were collected from 113 female veterans. Following DNA extraction and processing, DNA methylation levels were measured through the Infinium HumanMethylationEPIC BeadChip array. We used limma and bump hunting methods to generate the differentially methylated positions and differentially methylated regions (DMRs), respectively. Concurrently, we used Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genome to find enriched pathways. RESULTS A DMR close to the transcription start site of ZFP57 was differentially methylated between subjects with and without PTSD, replicating previous findings and emphasizing the potential role of ZFP57 in PTSD susceptibility. In the pathway analyses, none survived multiple correction, although top GO terms included some potentially relevant to MST, PTSD, and MDD etiology. CONCLUSION We conducted one of the first DNA methylation analyses investigating MST along with PTSD and MDD. In addition, we found one DMR near ZFP57 to be associated with PTSD. The replication of this finding indicates further investigation of ZFP57 in PTSD may be warranted.
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Affiliation(s)
- Pedro S Marra
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Department of Psychiatry, University of Iowa Hospitals and Clinics, Iowa City, IA, USA; University of California, San Francisco School of Medicine, San Francisco, CA, USA
| | - Tomoteru Seki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Department of Psychiatry, Tokyo Medical University, Shinjuku, Tokyo, Japan
| | - Yoshitaka Nishizawa
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Department of Neuropsychiatry, Osaka Medical and Pharmaceutical University, Takatsuki, Osaka, Japan
| | - Gloria Chang
- Department of Psychiatry, University of Iowa Hospitals and Clinics, Iowa City, IA, USA; Developmental Psychology Graduate Program, Department of Psychological Sciences, University of Missouri, Columbia, MO, USA
| | - Kyosuke Yamanishi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Department of Neuropsychiatry, Hyogo Medical University, Nishinomiya, Hyogo, Japan
| | - Tsuyoshi Nishiguchi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Department of Neuropsychiatry, Tottori University Faculty of Medicine, Yonago, Tottori, Japan
| | - Kazuki Shibata
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Sumitomo Pharma Co. Ltd, Osaka, Osaka, Japan
| | - Patricia Braun
- Department of Biology, Clarke University, Dubuque, IA, USA
| | - Gen Shinozaki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA; Department of Psychiatry, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.
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Marra PS, Nishizawa Y, Yamanashi T, Sullivan EJ, Comp KR, Crutchley KJ, Wahba NE, Shibata K, Nishiguchi T, Yamanishi K, Noiseux NO, Karam MD, Shinozaki G. NSAIDs use history: impact on the genome-wide DNA methylation profile and possible mechanisms of action. Clin Exp Med 2023; 23:3509-3516. [PMID: 37341931 DOI: 10.1007/s10238-023-01119-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 06/11/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND AND OBJECTIVE NSAIDs inhibit cyclooxygenase, but their role in aging and other diseases is not well understood. Our group previously showed the potential benefit of NSAIDs in decreasing the risk of delirium and mortality. Concurrently, epigenetics signals have also been associated with delirium. Therefore, we sought to find differentially methylated genes and biological pathways related to exposure with NSAIDs by comparing the genome-wide DNA methylation profiles of patients with and without a history of NSAIDs use. METHODS Whole blood samples were collected from 171 patients at the University of Iowa Hospital and Clinics from November 2017 to March 2020. History of NSAIDs use was assessed through a word-search function in the subjects' electronic medical records. DNA was extracted from the blood samples, processed with bisulfite conversion, and analyzed using Illumina's EPIC array. The analysis of top differentially methylated CpG sites and subsequent enrichment analysis were conducted using an established pipeline using R statistical software. RESULTS Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genome (KEGG) showed several biological pathways relevant to NSAIDs' function. The identified GO terms included "arachidonic acid metabolic process," while KEGG results included "linoleic acid metabolism," "cellular senescence," and "circadian rhythm." Nonetheless, none of the top GO and KEGG pathways and the top differentially methylated CpG sites reached statistical significance. CONCLUSION Our results suggest a potential role of epigenetics in the mechanisms of the action of NSAIDs. However, the results should be viewed with caution as exploratory and hypothesis-generating given the lack of statistically significant findings.
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Affiliation(s)
- Pedro S Marra
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Yoshitaka Nishizawa
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA
- Department of Neuropsychiatry, Osaka Medical and Pharmaceutical University Faculty of Medicine, Takatsuki, Osaka, Japan
| | - Takehiko Yamanashi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA
- Department of Neuropsychiatry, Faculty of Medicine, Tottori University, Yonago-Shi, Tottori, Japan
| | - Eleanor J Sullivan
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Katie R Comp
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | | | - Nadia E Wahba
- Department of Psychiatry, Oregon Health and Science University School of Medicine, Portland, OR, USA
| | - Kazuki Shibata
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA
- Sumitomo Pharma Co. Ltd, Osaka, Osaka, Japan
| | - Tsuyoshi Nishiguchi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA
- Department of Neuropsychiatry, Faculty of Medicine, Tottori University, Yonago-Shi, Tottori, Japan
| | - Kyosuke Yamanishi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA
- Department of Neuropsychiatry, School of Medicine, Hyogo Medical University, Nishinomiya, Hyogo, Japan
| | - Nicolas O Noiseux
- Department of Orthopedic Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Matthew D Karam
- Department of Orthopedic Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Gen Shinozaki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 3165 Porter Dr. Room 2175, Palo Alto, CA, 94304, USA.
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA.
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Vasunilashorn SM, Dillon ST, Marcantonio ER, Libermann TA. Application of Multiple Omics to Understand Postoperative Delirium Pathophysiology in Humans. Gerontology 2023; 69:1369-1384. [PMID: 37722373 PMCID: PMC10711777 DOI: 10.1159/000533789] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 08/23/2023] [Indexed: 09/20/2023] Open
Abstract
Delirium, an acute change in cognition, is common, morbid, and costly, particularly among hospitalized older adults. Despite growing knowledge of its epidemiology, far less is known about delirium pathophysiology. Initial work understanding delirium pathogenesis has focused on assaying single or a limited subset of molecules or genetic loci. Recent technological advances at the forefront of biomarker and drug target discovery have facilitated application of multiple "omics" approaches aimed to provide a more complete understanding of complex disease processes such as delirium. At its basic level, "omics" involves comparison of genes (genomics, epigenomics), transcripts (transcriptomics), proteins (proteomics), metabolites (metabolomics), or lipids (lipidomics) in biological fluids or tissues obtained from patients who have a certain condition (i.e., delirium) and those who do not. Multi-omics analyses of these various types of molecules combined with machine learning and systems biology enable the discovery of biomarkers, biological pathways, and predictors of delirium, thus elucidating its pathophysiology. This review provides an overview of the most recent omics techniques, their current impact on identifying delirium biomarkers, and future potential in enhancing our understanding of delirium pathogenesis. We summarize challenges in identification of specific biomarkers of delirium and, more importantly, in discovering the mechanisms underlying delirium pathophysiology. Based on mounting evidence, we highlight a heightened inflammatory response as one common pathway in delirium risk and progression, and we suggest other promising biological mechanisms that have recently emerged. Advanced multiple omics approaches coupled with bioinformatics methodologies have great promise to yield important discoveries that will advance delirium research.
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Affiliation(s)
- Sarinnapha M. Vasunilashorn
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center (BIDMC), Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Simon T. Dillon
- Harvard Medical School, Boston, MA, USA
- Division of Interdisciplinary Medicine and Biotechnology, Department of Medicine, BIDMC, Boston, MA, USA
- Genomics, Proteomics, Bioinformatics and Systems Biology Center, BIDMC, Boston, MA, USA
| | - Edward R. Marcantonio
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center (BIDMC), Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Gerontology, Department of Medicine, BIDMC, Boston, MA, USA
| | - Towia A. Libermann
- Harvard Medical School, Boston, MA, USA
- Division of Interdisciplinary Medicine and Biotechnology, Department of Medicine, BIDMC, Boston, MA, USA
- Genomics, Proteomics, Bioinformatics and Systems Biology Center, BIDMC, Boston, MA, USA
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7
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Ticinesi A, Parise A, Nouvenne A, Cerundolo N, Prati B, Meschi T. The possible role of gut microbiota dysbiosis in the pathophysiology of delirium in older persons. MICROBIOME RESEARCH REPORTS 2023; 2:19. [PMID: 38046817 PMCID: PMC10688815 DOI: 10.20517/mrr.2023.15] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 03/15/2023] [Accepted: 05/23/2023] [Indexed: 12/05/2023]
Abstract
Delirium is a clinical syndrome characterized by an acute change in attention, awareness and cognition with fluctuating course, frequently observed in older patients during hospitalization for acute medical illness or after surgery. Its pathogenesis is multifactorial and still not completely understood, but there is general consensus on the fact that it results from the interaction between an underlying predisposition, such as neurodegenerative diseases, and an acute stressor acting as a trigger, such as infection or anesthesia. Alterations in brain insulin sensitivity and metabolic function, increased blood-brain barrier permeability, neurotransmitter imbalances, abnormal microglial activation and neuroinflammation have all been involved in the pathophysiology of delirium. Interestingly, all these mechanisms can be regulated by the gut microbiota, as demonstrated in experimental studies investigating the microbiota-gut-brain axis in dementia. Aging is also associated with profound changes in gut microbiota composition and functions, which can influence several aspects of disease pathophysiology in the host. This review provides an overview of the emerging evidence linking age-related gut microbiota dysbiosis with delirium, opening new perspectives for the microbiota as a possible target of interventions aimed at delirium prevention and treatment.
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Affiliation(s)
- Andrea Ticinesi
- Microbiome Research Hub, University of Parma, Parma 43124, Italy
- Department of Medicine and Surgery, University of Parma, Parma 43126, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Alberto Parise
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Antonio Nouvenne
- Microbiome Research Hub, University of Parma, Parma 43124, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Nicoletta Cerundolo
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Beatrice Prati
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Tiziana Meschi
- Microbiome Research Hub, University of Parma, Parma 43124, Italy
- Department of Medicine and Surgery, University of Parma, Parma 43126, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
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Chakrabarti D, Bharadwaj S, Akash VS, Wadhwa A, Konar S, Kamath S, Gopalakrishna KN. Postoperative delirium after intracranial neurosurgery: A prospective cohort study from a developing nation. Acta Neurochir (Wien) 2023; 165:1473-1482. [PMID: 37126098 DOI: 10.1007/s00701-023-05610-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 04/19/2023] [Indexed: 05/02/2023]
Abstract
INTRODUCTION Post-operative delirium (POD) is a major complication after anesthesia and surgery with an incidence varying from 5 to 50%. The incidence of POD after intracranial surgery is likely to be higher due to the pre-existing brain pathology and direct handling of the brain during neurosurgery. The primary objective of this study was to assess the incidence of POD after intracranial neurosurgery and our secondary objective was to identify the potential risk factors for its occurrence. MATERIALS AND METHODS This prospective observational study was conducted after the institutional ethics committee approval between october 2020 and march 2021. We included patients of either gender aged ≥ 18 years and undergoing elective intracranial neurosurgery. Exclusion criteria included patients aged below 18 years, undergoing emergency neurosurgery, patients with impaired consciousness and patients with psychiatric comorbidities or those taking psychotropic medications. We planned to exclude patients from analysis who were transferred to intensive care unit (ICU) or if they were not extubated after surgery. Our study outcome was development of POD as assessed by confusion assessment method (CAM). RESULTS The overall incidence of POD during the three postoperative days was 19.2% (n=60/313). The incidence of POD on days 1, 2, and 3 were 19.2% (n=60/313), 17.2% (n=50/291), and 16.3% (n=39/239). Preoperative delirium and hyperactive Emergence Delirium were found to be the significant predictors of POD. CONCLUSION Every one in five patients undergoing intracranial neurosurgery is vulnerable for the development of POD within first three days after surgery. The incidence of occurrence of POD is time-sensitive and is decremental.
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Affiliation(s)
- Dhritiman Chakrabarti
- Department of Neuroanaesthesia and Neurocritical care, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India
| | - Suparna Bharadwaj
- Department of Neuroanaesthesia and Neurocritical care, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India
| | - V S Akash
- Department of Neuroanaesthesia and Neurocritical care, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India
| | - Archisha Wadhwa
- Department of Neuroanaesthesia and Neurocritical care, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India
| | - Subhas Konar
- Department of Neurosurgery, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India
| | - Sriganesh Kamath
- Department of Neuroanaesthesia and Neurocritical care, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India
| | - Kadarapura Nanjundaiah Gopalakrishna
- Department of Neuroanaesthesia and Neurocritical care, National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore, 560 029, India.
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