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Bando SY, Bertonha FB, Pimentel-Silva LR, de Oliveira JGM, Carneiro MAD, Oku MHM, Wen HT, Castro LHM, Moreira-Filho CA. Hippocampal CA3 transcriptional modules associated with granule cell alterations and cognitive impairment in refractory mesial temporal lobe epilepsy patients. Sci Rep 2021; 11:10257. [PMID: 33986407 PMCID: PMC8119682 DOI: 10.1038/s41598-021-89802-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/30/2021] [Indexed: 01/03/2023] Open
Abstract
In about a third of the patients with epilepsy the seizures are not drug-controlled. The current limitation of the antiepileptic drug therapy derives from an insufficient understanding of epilepsy pathophysiology. In order to overcome this situation, it is necessary to consider epilepsy as a disturbed network of interactions, instead of just looking for changes in single molecular components. Here, we studied CA3 transcriptional signatures and dentate gyrus histopathologic alterations in hippocampal explants surgically obtained from 57 RMTLE patients submitted to corticoamygdalohippocampectomy. By adopting a systems biology approach, integrating clinical, histopathological, and transcriptomic data (weighted gene co-expression network analysis), we were able to identify transcriptional modules highly correlated with age of disease onset, cognitive dysfunctions, and granule cell alterations. The enrichment analysis of transcriptional modules and the functional characterization of the highly connected genes in each trait-correlated module allowed us to unveil the modules’ main biological functions, paving the way for further investigations on their roles in RMTLE pathophysiology. Moreover, we found 15 genes with high gene significance values which have the potential to become novel biomarkers and/or therapeutic targets in RMTLE.
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Affiliation(s)
- Silvia Yumi Bando
- Department of Pediatrics, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403-900, Brazil
| | - Fernanda Bernardi Bertonha
- Department of Pediatrics, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403-900, Brazil
| | - Luciana Ramalho Pimentel-Silva
- Department of Neurology, Faculdade de Ciências Médicas da Universidade Estadual de Campinas, UNICAMP, Campinas, SP, 13083-887, Brazil
| | | | | | - Mariana Hiromi Manoel Oku
- Department of Neurology, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403-900, Brazil
| | - Hung-Tzu Wen
- Epilepsy Surgery Group, Hospital das Clínicas da FMUSP, São Paulo, SP, 05403-900, Brazil
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Barrera-Ocampo A, Arlt S, Matschke J, Hartmann U, Puig B, Ferrer I, Zürbig P, Glatzel M, Sepulveda-Falla D, Jahn H. Amyloid-β Precursor Protein Modulates the Sorting of Testican-1 and Contributes to Its Accumulation in Brain Tissue and Cerebrospinal Fluid from Patients with Alzheimer Disease. J Neuropathol Exp Neurol 2016; 75:903-16. [PMID: 27486134 PMCID: PMC5015660 DOI: 10.1093/jnen/nlw065] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
The mechanisms leading to amyloid-β (Aβ) accumulation in sporadic Alzheimer disease (AD) are unknown but both increased production or impaired clearance likely contribute to aggregation. To understand the potential roles of the extracellular matrix proteoglycan Testican-1 in the pathophysiology of AD, we used samples from AD patients and controls and an in vitro approach. Protein expression analysis showed increased levels of Testican-1 in frontal and temporal cortex of AD patients; histological analysis showed that Testican-1 accumulates and co-aggregates with Aβ plaques in the frontal, temporal and entorhinal cortices of AD patients. Proteomic analysis identified 10 fragments of Testican-1 in cerebrospinal fluid (CSF) from AD patients. HEK293T cells expressing human wild type or mutant Aβ precursor protein (APP) were transfected with Testican-1. The co-expression of both proteins modified the sorting of Testican-1 into the endocytic pathway leading to its transient accumulation in Golgi, which seemed to affect APP processing, as indicated by reduced Aβ40 and Aβ42 levels in APP mutant cells. In conclusion, patient data reflect a clearance impairment that may favor Aβ accumulation in AD brains and our in vitro model supports the notion that the interaction between APP and Testican-1 may be a key step in the production and aggregation of Aβ species.
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Affiliation(s)
- Alvaro Barrera-Ocampo
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Sönke Arlt
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Jakob Matschke
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Ursula Hartmann
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Berta Puig
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Isidre Ferrer
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Petra Zürbig
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Markus Glatzel
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Diego Sepulveda-Falla
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
| | - Holger Jahn
- From the Institute of Neuropathology (AB-O, JM, BP, MG, DS-F), Department of Psychiatry and Psychotherapy (SA, HJ), University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Center for Biochemistry, Medical Faculty, University of Cologne, Cologne, Germany (UH), Institute of Neuropathology, Bellvitge University Hospital, CIBERNED, Hospitalet de Llobregat, University of Barcelona, Spain (IF), Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany (PZ), and Department of Pharmaceutical Sciences, Natura Research Group, Faculty of Natural Sciences, ICESI University, Cali, Colombia (AB-O)
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