7 results on '"Bergman, Jeremiah"'
Search Results
2. Single cell profiling of Microglia from PLCG2 and ABI3 Missense Variant Carriers in Alzheimer’s disease
- Author
-
Bergman, Jeremiah, primary, Is, Ozkan, additional, Wang, Xue, additional, Cherukuri, Yesesri, additional, Duvuuri, Venkata N.S., additional, Quicksall, Zachary, additional, Atik, Merve, additional, Tutor‐New, Frederick Q, additional, Sotelo, Katie, additional, Nguyen, Thuy, additional, Dickson, Dennis W., additional, Allen, Mariet, additional, and Ertekin‐Taner, Nilufer, additional
- Published
- 2023
- Full Text
- View/download PDF
3. Gliovascular molecular alterations in Alzheimer’s disease: a cross‐tissue, cross‐species study
- Author
-
Is, Ozkan, primary, Wang, Xue, additional, Reddy, Joseph S., additional, Patel, Tulsi, additional, Min, Yuhao, additional, Quicksall, Zachary, additional, Heckman, Michael G., additional, Gao, Junli, additional, Bergman, Jeremiah, additional, Da Mesquita, Sandro Gabriel (Sandro Da Mesquita) Ferreira, additional, Kizil, Caghan, additional, Bhattarai, Prabesh, additional, Cosacak, Mehmet I., additional, Lee, Annie J, additional, Vardarajan, Badri N, additional, Mayeux, Richard, additional, Koga, Shunsuke, additional, Kanekiyo, Takahisa, additional, White, Launia J, additional, Kouri, Naomi, additional, Deniz, Kaancan, additional, Tutor‐New, Frederick Q, additional, Carnwath, Troy, additional, Oatman, Stephanie R, additional, Lewis‐Tuffin, Laura, additional, Nguyen, Thuy, additional, Carrasquillo, Minerva M., additional, Radford, Jonathan Graff, additional, Petersen, Ronald C., additional, Jack, Clifford R., additional, Kantarci, Kejal, additional, Nho, Kwangsik, additional, Saykin, Andrew J., additional, Dickson, Dennis W., additional, Murray, Melissa E., additional, Allen, Mariet, additional, and Ertekin‐Taner, Nilufer, additional
- Published
- 2023
- Full Text
- View/download PDF
4. Integrative approach to profile resilience and risk factors in Alzheimer's disease.
- Author
-
Is, Ozkan, Bergman, Jeremiah, Wang, Xue, Tutor‐New, Frederick Q, Quicksall, Zachary, Atik, Merve, Reddy, Joseph S., Duvuuri, Venkata N.S., Min, Yuhao, Gao, Junli, Sotelo, Katie D, Nguyen, Thuy, Dickson, Dennis W., Allen, Mariet, and Ertekin‐Taner, Nilüfer
- Abstract
Background: A complex, multicellular disease with genetic and immunological elements, Alzheimer's disease (AD) affects millions worldwide. There has been previous research linking AD to the missense variants ABI3‐rs616338‐T and PLCG2‐rs72824905‐G, and the altered expression of these genes has been shown to disrupt microglial function. In our understanding of AD risk and resilience, limited research has been conducted on how these variants affect microglial subtypes and states in AD. Methods: We previously identified DOCK8 protein as a target for fluorescent activated nuclei sorting (FANS) to enrich microglia nuclei from frozen human brains. Using this enrichment strategy, we generated microglia enriched snRNAseq data from temporal cortex tissue of 30 donors harboring ABI3 or PLCG2 missense mutations, or neither mutation. We introduced PLCG2 variant in either homozygote, and heterozygote forms into an AD patient derived iPSC through CRISPR/Cas9 approach, differentiated these cells into microglia cells (IMGLs) following established protocols, and generated scRNAseq data after treatment with Amyloidβ. We applied standard alignment and quality control pipelines to the snRNAseq and scRNAseq datasets in parallel. Established markers of microglia states and subtypes were utilized to annotate the clusters; analyzed for their hub gene expression using comparisons between cluster differential profiling to determine signature pathways. Differential gene expression was assessed using pseudo bulk and MAST approaches. Results: We obtained single nuclei transcriptome profiles of 54,000 frozen human brain nuclei, of which 35,000 are microglia, through snRNAseq, and single cell profiles of 63,000 iMGLs through scRNAseq, using our standard alignment and quality control procedures. Our differential gene expression analysis identified novel genes and pathways which were identified as part of resilience or AD risk networks in microglia subtypes and states. These alterations were validated using orthogonal experimental methods and further explored for their conservation using in vivo external datasets. Pseudotime inference will be completed to probe microglia marker gene expression dynamics, treatment conditions, along with continuous cell‐state changes. Conclusion: Our study uncovers microglia subtype specific resilience and risk factors provided by AD related genetic variants using snRNAseq from frozen human brain and scRNAseq from IPSC derived microglia cells. These findings nominate novel targets and pathways with therapeutic potential. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Cross‐species systems biology target prioritization leads to the development of antisense oligonucleotides as a potential therapeutic approach for progressive supranuclear palsy.
- Author
-
Min, Yuhao, Wang, Xue, Bergman, Jeremiah, Sotelo, Katie D, Reddy, Joseph S., Quicksall, Zachary, Nguyen, Thuy, Mitchell, Adriana O, Dickson, Dennis W., Kawatani, Keiji, Inoue, Yasuteru, Kanekiyo, Takahisa, Allen, Mariet, Is, Ozkan, and Ertekin‐Taner, Nilüfer
- Abstract
Background: Progressive supranuclear palsy (PSP) is a devastating primary tauopathy with rapid progression to death. Although several therapies currently in the development pipeline show promising safety profiles and robust target engagement, few demonstrated significant efficacy in patients, underscoring the need to interrogate additional targets with novel therapeutic modalities to expand the potential therapeutic arsenal. To diversify the therapeutic avenues for PSP and related tauopathies (e.g. Alzheimer's disease), we systematically integrated multi‐omics data from human brains of PSP and control donors with cross‐species validation to nominate high‐confidence therapeutic targets. We plan to translate our findings into safe and effective treatments for PSP using antisense oligonucleotides (ASO). Method: We analyzed brain gene expression profiles in PSP and control individuals at bulk tissue (N = 408) and single‐cell levels (snRNAseq, N = 36). Cell‐type‐specific expression perturbations were systematically prioritized using a cross‐species validation paradigm, including rTG4510 tau mice and tau‐overexpressing Drosophila models. We conducted in vitro screening of ASO candidates against our prioritized target genes. ASO efficacy and toxicity were measured. RNAseq experiments will be performed to interrogate off‐target effects. The safety and efficacy of the lead ASOs will be assessed in PSP‐patient‐derived iPSC models. Result: We previously reported discovery of novel genes with significant differential expression in PSP brains, characterized their brain cell‐specificity and validated them using snRNAseq data. We prioritized 21 genes using gene expression data from a mouse tauopathy model. Validation of these 21 high‐priority genes using a Drosophila tau model nominated astrocytic STOM, KANK2, and DDR2 as potential therapeutic targets for PSP. Knocking down their expression in Drosophila significantly rescues tau‐mediated neurodegenerative pathology. In vitro screening identified ASO leads that reduced the target expressions at mRNA and protein levels with low cellular toxicity. Conclusion: We developed a systems biology pipeline and nominated STOM, KANK2, and DDR2 as candidate gene targets for PSP. We identified ASOs that modulate these targets' expression without cellular toxicity, suggesting they may be suitable as potential therapeutic candidates. Importantly, the shared pathophysiology and molecular aberrations between PSP and other tauopathies, such as Alzheimer's disease, suggests that such therapeutic candidates may be repurposed for multiple neurodegenerative diseases, further accelerating, and streamlining the therapeutic pipeline. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
6. Integrative multi‐omics epigenome‐wide association study identifies dysregulated DNA methylation near oligodendrocyte genes that associate with tau levels in the AD brain.
- Author
-
Oatman, Stephanie R, Reddy, Joseph S., Wang, Xue, Quicksall, Zachary, Atashgaran, Amin, Vanelderen, Floor, Bergman, Jeremiah, Is, Ozkan, Carrasquillo, Minerva M., Liu, Chia‐Chen, Yamazaki, Yu, Nguyen, Thuy, Heckman, Michael G., Zhao, Na, DeTure, Michael, Murray, Melissa E., Bu, Guojun, Kanekiyo, Takahisa, Dickson, Dennis W., and Allen, Mariet
- Abstract
Background: Alzheimer's disease (AD) is neuropathologically characterized by amyloid‐β (Aβ) plaques and tau neurofibrillary tangles often quantified by Thal phase and Braak stage, respectively. Aβ also frequently deposits in the cerebrovasculature with severity categorized by a cerebral amyloid angiopathy (CAA) score. These and related measures often show high variability within AD suggesting distinct underlying mechanisms. We hypothesize that, within the AD brain, neuropathology and levels of core AD‐related proteins are influenced by variations in DNA methylation (DNAm). To test this, we performed epigenome‐wide association studies (EWAS) using DNAm measures from the temporal cortex (TCX) and cerebellum (CER) with AD‐related neuropathologic measures (Braak, Thal, CAA) and brain biochemical levels of five proteins (apoE, Aβ40, Aβ42, tau, p‐tau). Methods: DNAm from neuropathologically‐confirmed AD cases was measured by reduced representation bisulfite sequencing (RRBS) from 471 TCX samples, 200 of which also had CER RRBS. TCX levels of five AD‐related proteins from three tissue fractions (buffer‐, detergent‐, and in‐soluble) were measured previously by ELISA (Liu 2020). CpG methylation (CpGm) was binned by a 15‐state chromatin model (Kundaje 2015) and averaged into CpGm clusters (rCpGm). rCpGms were tested for association with each AD endophenotype and expression levels of nearby genes through multi‐variable linear regression. Replication of significant rCpGms was performed in two independent datasets with AD‐related endophenotypes (Shireby 2022, De Jager 2014). Results: Our innovative binning method demonstrated biologically relevant CpGm patterns. We found epigenome‐wide significant associations primarily with tau‐related endophenotypes including 93 that had significant and concordant associations in the replication datasets. These rCpGms also significantly associated with expression of nearby genes showing enrichment in oligodendrocyte marker genes including those related to myelination. In vitro validation of tau effects on oligodendrocyte gene expression through DNAm is ongoing. Conclusions: Although all endophenotypes tested are core to AD pathophysiology, our results suggest each has a distinct epigenetic architecture underlying their variability in the AD brain. In particular, we found evidence of DNAm variability associating with brain oligodendrocyte gene expression and TCX tau levels. By discovering AD brain endophenotype‐specific DNAm changes, we can identify core components of complex mechanisms revealing important biological insights into AD pathophysiology. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. Transcriptome profiling in AD cases to identify distinct associations with AD‐related neuropathology and protein levels in the brain.
- Author
-
Allen, Mariet, Quicksall, Zachary, Wang, Xue, Reddy, Joseph S., Bergman, Jeremiah, Oatman, Stephanie R, Nguyen, Thuy, Malphrus, Kimberly G., Lincoln, Sarah J., Yamazaki, Yu, Martens, Yuka A, Zhao, Na, DeTure, Michael, Murray, Melissa E., Liu, Chia‐Chen, Kanekiyo, Takahisa, Dickson, Dennis W., Bu, Guojun, and Ertekin‐Taner, Nilufer
- Abstract
Background: Gene expression changes have been identified in post‐mortem brain tissue of AD cases when compared with controls, implicating various genes and pathways. Such findings provide important insights into molecular dysregulation associated with this disease and nominate therapeutic targets. Here we investigate brain gene and co‐expression network changes in a cohort of AD cases to identify associations with degree of AD neuropathology including Braak stage (Tau), Thal phase (Amyloid beta) and brain tissue levels of five AD‐related proteins (apoE, Aβ40, Aβ42, tau, and p‐tau). Method: Gene expression measures were collected from temporal cortex (TCX) tissue of 477 AD cases, available through the Mayo Clinic Brain Bank, using RNA sequencing (Illumina TruSeq mRNA) performed on the HiSeq4000. Following quality control 456 cases remained for analysis. Braak and Thal were provided by an experienced neuropathologist and TCX levels of five AD‐related proteins from three fractions (buffer‐soluble, detergent‐soluble, and insoluble) were measured by ELISA (Liu et al. 2020). Weighted gene coexpression network analysis (WGCNA) R package was used to build co‐expression networks. Genes and networks were tested for association with neuropathology and AD‐related protein levels, adjusting for relevant covariates. Result: A total of 57,353 genes were profiled, of which 19,044 were reliably expressed above background levels and formed 20 co‐expression modules. 36 genes were associated with Braak stage, 10 with Thal phase and up to 9,000 with the AD‐related protein fractions. Brain levels of pTau had the greatest number of associations, with an overrepresentation of genes involved in synaptic signalling and immune response gene ontology biological processes. 16 of the coexpression modules associated with at least one trait after Bonferroni correction for number of tests. Conclusion: We have identified a number of genes and networks associated with different aspects of AD neuropathology and associated proteins, further lending support to the involvement of synaptic and immune biology in AD. However it is not clear whether observed changes cause disease or are a consequence of the neurodegenerative process. Comparison of these findings across different proteins and fractions is expected to reveal common and distinct vulnerabilities associated with amyloid and tau, and different stages of protein aggregation. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.