eRapport

Development of a psychopharmacological screening platform for bipolar disorder using iPSC-derived cortical organoids – a personalized medicine approach.

Prosjekt
Prosjektnummer
2022087
Ansvarlig person
Srdjan Djurovic
Institusjon
Oslo universitetssykehus HF
Prosjektkategori
Åpen prosjektstøtte
Helsekategori
Mental Health
Forskningsaktivitet
1. Underpinning
Rapporter
2024
We have finalized the experiments that we intended : 1) Lithium transcriptional and functional effects in cortical organoids (hCS) (Osete et al., 2023). 2) Longitudinal transcriptional analysis of schizophrenia (SCZ) organoids (Akkouh et al., 2023). During the extension of our project, we have finalized additional projects as outlined below.-Clozapine (CLZ) transcriptional and functional effects in cortical organoids (hCS). We have performed follow-up experiments with our cellular platform using our IPSC-hCS model with human cortical spheroids (hCS) (Yoon et al., 2019) as a screening platform to investigate the molecular effects of the antipsychotic clozapine (CLZ), which is the gold-standard drug of choice for treatment resistant SCZ (TRS) patients. The experimental design consisted of treatment of hCS from 14 SCZ and 14 CTRL lines with CLZ 10 µM. We have performed multi-omics characterization of treated and untreated cells by doing RNA sequencing and proteomic analysis, and functional characterization by whole-cell patch clamp electrophysiology and bioenergetic assessment of the mitochondrial properties of the cells. Preliminary results of the mitochondrial activity assessment show that mitochondrial reserve capacity and maximal respiration are significantly different between SCZ and CTRL hCS. Moreover, treatment duration was further extended for some hCS for 7 months from day 150 until day 360 and we have performed single cell RNA sequencing of the treated and untreated cells from a total of 6 CTRL and 8 SCZ lines. We are in the phase of data analysis and manuscript preparation, which we expect will result in the publication of two separate manuscripts: 1) CLZ effects after 1 month treatment by multi-omics and functional characterization. 2) CLZ effects after 7 months treatment by single cell characterization. -Comparison of reprogramming methods (EPI, SeV and mRNA). We previously reprogrammed fibroblasts from 5 donors with 3 different reprogramming methods (messenger RNA transfections, mRNA; Sendai virus transductions, SeV; and Episomal vectors electroporation, EPI). Now we have differentiated these iPSCs to midbrain dopaminergic neurons (mDA) following a protocol which is currently in use in a clinical trial (Kim et al., 2021) for transplantation of mDA to patients with Parkinson’s disease. Afterwards, we have performed a comprehensive characterization of the iPSC-derived cells endophenotype by means of electrophysiology, transcriptome and proteome analyses. Our analyses suggest that SeV and EPI reprogramming methods might lead to long-term dysregulation of immune and cell cycle-related pathways in the iPSC-derived cells. We have now submitted our results to Nature Biotechnology given their novelty and direct clinical implications. -NLRP3 inflammasome mediates astroglial dysregulation of innate and adaptive immune responses in schizophrenia. We further investigated the potential role the molecular and functional consequences of inflammasome activation using induced pluripotent stem cell (iPSC)-derived astrocytes generated from SCZ patients and healthy controls (CTRL). Screening protein levels in astrocytes at baseline identified lower expression of the NLRP3-ASC complex in SCZ, but increased Caspase-1 activity upon specific NLRP3 stimulation compared to CTRL. Using transcriptional profiling, we found corresponding downregulations of NLRP3 and ASC/PYCARD in both iPSC-derived astrocytes, and in a large (n = 429) brain postmortem case-control sample. Taken together, SCZ iPSC-astrocytes display unique, NLRP3-dependent inflammatory characteristics that are manifested via various cellular functions, as well as via dysregulated innate and adaptive immune responses.

NEI

2023
- Published findings on Lithium transcriptional and functional effects in cortical organoids (hCS). - Published findings on Longitudinal transcriptional analysis of SCZ organoids - Performing investigations on Clozapine transcriptional and functional effects in cortical organoids - Comparison of reprogramming methods-Lithium transcriptional and functional effects in cortical organoids (hCS). The manuscript was prepared and submitted to Molecular Psychiatry (IF 15.992), and successfully published (Osete et al., 2023). Briefly, we differentiated induced pluripotent stem cells (iPSCs) from 10 healthy controls (CTRL) and 11 bipolar disorder (BD) patients to 3-dimensional (3D) cortical spheroids (hCS). The hCS were differentiated in vitro for 5 months, and then treated for 1 month with lithium (Li) from day 150 until day 180. -Longitudinal transcriptional analysis of SCZ organoids. As we had established the protocol for hCS differentiation in our laboratory, we expanded the scope of our research from BD to schizophrenia (SCZ) and differentiated iPSCs from 14 CTRL and 14 SCZ donors to hCS. For this project, we collected RNA samples at different time points (days 0, 30, 90 and 150) to longitudinally assess the gene co-expression network analysis and carry out a comprehensive molecular characterization across 4 time points. The study has been recently published in the journal of Biological Psychiatry (IF10.6) (Akkouh et al., 2023). Clozapine (CLZ) transcriptional and functional effects in cortical organoids (hCS). Based on these accomplishments, we are now performing follow-up experiments with our cellular platform where we are extending our research to a more translational paradigm. In particular, we are using our IPSC-hCS model as a screening platform to investigate the molecular effects of the antipsychotic clozapine (CLZ). We anticipate that the results of this project will have academic and societal impact, as CLZ is the gold-standard drug of choice for treatment resistant SCZ (TRS) patients. The experimental design will consist of treatment of hCS from 14 SCZ and 14 CTRL lines with different relevant concentrations of CLZ (1µM, 100nM and 10nM). -Comparison of reprogramming methods (Epi, SeV and mRNA). We have successfully reprogrammed fibroblasts from 5 donors with 3 different reprogramming methods (messenger RNA transfections, Sendai virus transductions and Episomal vectors electroporation). Now we will start the differentiation of these iPSCs to midbrain dopaminergic neurons (mDA). Our goal will be to compare the differentiated dopaminergic neurons by means of RNA-sequencing, proteome and methylome analyses in order to identify protein, genetic and/or epigenetic aberrations associated with any of the methods in order to identify the clinically most suitable reprogramming method for clinical application.

NEI

2022
- Study on Lithium transcriptional and functional effects in cortical organoids from healthy controls patients with bipolar disorder (both Lithium responders and Lithium non-treated) - International collaborations established - Further attempts to use this psychopharmacological screening platform to investigate the molecular effects of other drugs-Lithium transcriptional and functional effects in cortical organoids (hCS). We recruited 21 donors: 10 healthy controls (CTRL) and 11 bipolar disorder (BD) patients (6 lithium responders, Li-R, and 5 lithium non-treated, Li-N). Fibroblasts were isolated from skin biopsies, and cells were reprogrammed to induced pluripotent stem cells (iPSCs). We differentiated those iPSCs to 3-dimensional (3D) cortical spheroids (hCS) following a highly reproducible protocol published in Nature Methods (Yoon et al., 2019). The hCS were differentiated in vitro during 5 months, and then treated for 1 month with lithium (Li) from day 150 until day 180. Interestingly, spatiotemporal gene expression analysis comparing the gene expression profiles of our hCS with the BrainSpan dataset showed resemblance of our in vitro cells with in vivo cortical tissue. Moreover, by performing differential expression analysis we identified novel genes associated with BD disease and with Li-treatment. Additionally, we recorded data for electrophysiological and mitochondrial characterization of the cells. Whole cell patch-clamp recordings identified decreased excitability in BD hCS compared with CTRL hCS. Moreover, by measuring mitochondrial activity with a Seahorse XFe24 extracellular flux analyser (Agilent), we found that Li increased mitochondrial reserve capacity in BD hCS. Lastly, we also identified that Li treatment regulates the secretion of pro-inflammatory cytokines differently in CTRL and BD cells. The manuscript has been submitted to Molecular Psychiatry (IF 2021-2022: 15.992). -Using this approach, we are currently making further attempts to use this psychopharmacological screening platform to investigate the molecular effects of other drugs such as clozapine, which is used in the clinic treatment-resistant schizophrenia patients. -Exosomal microRNA sequencing of lithium treated cortical organoids (hCS). As a follow-up of the BD hCS lithium treatment project, we are currently dealing with the isolation of microRNA from exosomes contained in supernatants that we collected from all 21 donor hCS without treatment at day 150, and with and without treatment at day 180. Our goal is to determine whether microRNA expression patterns can be associated with Li- treatment, and use it to generate a potential prediction tool of clinical outcome with direct clinical application for precision medicine. -Monitoring of human organoids implanted in mice reveal functional connection with visual cortex. In an international collaboration with researchers from University of San Diego, we have recently published a study in Nature Communications (Wilson et al., 2022). We show that chimeric transplantation of human organoids in adult mice can functionally connect to the sensory network. Combining transparent microelectrode arrays and two-photon imaging we established a longitudinal and multimodal monitoring system for organoids transplanted into the cortex of adult mice. -In another international collaboration, we demonstrated a link between SETD1A and the cAMP-dependent pathway in human neurons (Wang et al., 2022), by using CRISPR-Cas9 and generating excitatory/inhibitory neuronal networks. -We have established a novel collaboration with University of San Diego where we aim to: i) develop organoids from selected cohort of SCZ patients, test the expression of TCF4, and investigate if we can restore tCF4 expression using viral vectors and CRISPR editing technology.

nei

Vitenskapelige artikler
Szabo A, Akkouh I, Osete JR, de Assis DR, Kondratskaya E, Hughes T, Ueland T, Andreassen OA, Djurovic S

NLRP3 inflammasome mediates astroglial dysregulation of innate and adaptive immune responses in schizophrenia.

Brain Behav Immun 2024 Nov 30;124():144. Epub 2024 nov 30

PMID: 39617069

Osete JR, Akkouh IA, Ievglevskyi O, Vandenberghe M, de Assis DR, Ueland T, Kondratskaya E, Holen B, Szabo A, Hughes T, Smeland OB, Steen VM, Andreassen OA, Djurovic S

Transcriptional and functional effects of lithium in bipolar disorder iPSC-derived cortical spheroids.

Mol Psychiatry 2023 Jul;28(7):3033. Epub 2023 jan 18

PMID: 36653674

Akkouh IA, Ueland T, Szabo A, Hughes T, Smeland OB, Andreassen OA, Osete JR, Djurovic S

Longitudinal Transcriptomic Analysis of Human Cortical Spheroids Identifies Axonal Dysregulation in the Prenatal Brain as a Mediator of Genetic Risk for Schizophrenia.

Biol Psychiatry 2023 Sep 03. Epub 2023 sep 3

PMID: 37661009

Wilson MN, Thunemann M, Liu X, Lu Y, Puppo F, Adams JW, Kim JH, Ramezani M, Pizzo DP, Djurovic S, Andreassen OA, Mansour AA, Gage FH, Muotri AR, Devor A, Kuzum D

Multimodal monitoring of human cortical organoids implanted in mice reveal functional connection with visual cortex.

Nat Commun 2022 Dec 26;13(1):7945. Epub 2022 des 26

PMID: 36572698

Wang S, Rhijn JV, Akkouh I, Kogo N, Maas N, Bleeck A, Ortiz IS, Lewerissa E, Wu KM, Schoenmaker C, Djurovic S, van Bokhoven H, Kleefstra T, Nadif Kasri N, Schubert D

Loss-of-function variants in the schizophrenia risk gene SETD1A alter neuronal network activity in human neurons through the cAMP/PKA pathway.

Cell Rep 2022 May 03;39(5):110790.

PMID: 35508131

Deltagere
  • Attila Szabo Forsker (annen finansiering)
  • Espen Molden Forsker (annen finansiering)
  • Ole Andreas Andreassen Forsker (annen finansiering)
  • Jordi Requena Osete Forsker (annen finansiering)
  • Ibrahim Akkouh Forsker (annen finansiering)
  • Srdjan Djurovic Prosjektleder

eRapport er utarbeidet av Sølvi Lerfald og Reidar Thorstensen, Regionalt kompetansesenter for klinisk forskning, Helse Vest RHF, og videreutvikles av de fire RHF-ene i fellesskap, med støtte fra Helse Vest IKT

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