Abstract:SummaryAlthough mutations in several genes with diverse functions have been known to cause amyotrophic lateral sclerosis (ALS), it is unknown to what extent causal mutations impinge on common pathways that drive motor neuron (MN)-specific neurodegeneration. In this study, we combined induced pluripotent stem cells-based disease modeling with genome engineering and deep RNA sequencing to identify pathways dysregulated by mutant SOD1 in human MNs. Gene expression profiling and pathway analysis followed by pharma… Show more
“…2i). Deficiency in the mitochondrial oxidative phosphorylation pathway as well as suppression of translation secondary to ER stress with concomitant increase in cell cycle related genes has been identified previously in bulk analysis of ALS SOD1 MN(19), which was recapitulated in our single cell expression analysis. Importantly, dysregulation of synaptic signalling and structure in our ALS model supports the dying back hypothesis of ALS that posits neuronal degeneration is secondary to pathology initiated at the distal end of the axon and neuromuscular junction(32).…”
Section: Resultssupporting
confidence: 71%
“…We previously developed an in vitro model of ALS MN degeneration where MN differentiated from mutant SOD1 iPSC display disease-specific phenotypes such as reduced cell survival and morphometric defects compared to their isogenic control counterparts(19). We differentiated iPSC derived from patients bearing the SOD1 E100G mutation, as well as the corresponding CRISPR edited isogenic control into MN (Fig.1a) (19). Mature MN appeared by day 30 and expressed MN markers such as ISL1, CHAT and NF-H in addition to the pan-neuronal markers TUJ1 and MAP2 (Fig.…”
BackgroundBulk RNA-Seq has been extensively utilized to investigate the molecular changes accompanying motor neuron degeneration in Amyotrophic Lateral Sclerosis (ALS). However, due to the heterogeneity and degenerating phenotype of the neurons, it has proved difficult to assign specific changes to neuronal subtypes and identify which factors drive these changes. Consequently, we have utilized single cell transcriptomics of degenerating motor neurons derived from ALS patients to uncover key transcriptional drivers of dysfunctional pathways.ResultsSingle cell analysis of spinal neuronal cultures derived from ALS and isogenic iPSC allowed us to classify cells into neural subtypes including motor neurons and interneurons. Differential expression analysis between disease and control motor neurons revealed downregulation of genes involved in synaptic structure, neuromuscular junction, neuronal cytoskeleton and mitochondrial function. Interestingly, interneurons did not show similar suppression of these homeostatic functions. Single cell expression data enabled us to derive a context-specific transcriptional network relevant to ALS neurons. Master regulator analysis on this network identified core transcriptional factors driving the ALS disease signature. Specifically, we were able to correlate suppression of HOXA1 and HOXA5 to synaptic dysfunction in ALS motor neurons. Our results suggest that suppression of HOX genes may be a general phenomenon in SOD1 ALS.ConclusionsOur results demonstrate the utility of single cell transcriptomics in mapping disease-relevant gene regulatory networks driving neurodegeneration in ALS motor neurons. We propose that ALS-associated mutant SOD1 leads to inhibition of transcriptional networks driving homeostatic programs specific to motor neurons, thereby providing a possible explanation for the relative resistance of spinal interneurons to degeneration in ALS.
“…2i). Deficiency in the mitochondrial oxidative phosphorylation pathway as well as suppression of translation secondary to ER stress with concomitant increase in cell cycle related genes has been identified previously in bulk analysis of ALS SOD1 MN(19), which was recapitulated in our single cell expression analysis. Importantly, dysregulation of synaptic signalling and structure in our ALS model supports the dying back hypothesis of ALS that posits neuronal degeneration is secondary to pathology initiated at the distal end of the axon and neuromuscular junction(32).…”
Section: Resultssupporting
confidence: 71%
“…We previously developed an in vitro model of ALS MN degeneration where MN differentiated from mutant SOD1 iPSC display disease-specific phenotypes such as reduced cell survival and morphometric defects compared to their isogenic control counterparts(19). We differentiated iPSC derived from patients bearing the SOD1 E100G mutation, as well as the corresponding CRISPR edited isogenic control into MN (Fig.1a) (19). Mature MN appeared by day 30 and expressed MN markers such as ISL1, CHAT and NF-H in addition to the pan-neuronal markers TUJ1 and MAP2 (Fig.…”
BackgroundBulk RNA-Seq has been extensively utilized to investigate the molecular changes accompanying motor neuron degeneration in Amyotrophic Lateral Sclerosis (ALS). However, due to the heterogeneity and degenerating phenotype of the neurons, it has proved difficult to assign specific changes to neuronal subtypes and identify which factors drive these changes. Consequently, we have utilized single cell transcriptomics of degenerating motor neurons derived from ALS patients to uncover key transcriptional drivers of dysfunctional pathways.ResultsSingle cell analysis of spinal neuronal cultures derived from ALS and isogenic iPSC allowed us to classify cells into neural subtypes including motor neurons and interneurons. Differential expression analysis between disease and control motor neurons revealed downregulation of genes involved in synaptic structure, neuromuscular junction, neuronal cytoskeleton and mitochondrial function. Interestingly, interneurons did not show similar suppression of these homeostatic functions. Single cell expression data enabled us to derive a context-specific transcriptional network relevant to ALS neurons. Master regulator analysis on this network identified core transcriptional factors driving the ALS disease signature. Specifically, we were able to correlate suppression of HOXA1 and HOXA5 to synaptic dysfunction in ALS motor neurons. Our results suggest that suppression of HOX genes may be a general phenomenon in SOD1 ALS.ConclusionsOur results demonstrate the utility of single cell transcriptomics in mapping disease-relevant gene regulatory networks driving neurodegeneration in ALS motor neurons. We propose that ALS-associated mutant SOD1 leads to inhibition of transcriptional networks driving homeostatic programs specific to motor neurons, thereby providing a possible explanation for the relative resistance of spinal interneurons to degeneration in ALS.
“…MAPKs and GSK3 are implicated in proper SG function and disease. For instance, aberrant MAPK p38 activity induces a gain of function for the ALS-linked SG component FUS (65), and, conversely, inhibition of MAPK signaling improves survival of SOD1 E100G mutant motor neurons derived from ALS patient induced pluripotent stem cells (66). Likewise, tight regulation of GSK3 activity appears to underlie proper SG responses, given that GSK3 inhibition dramatically reduces stress granule formation (12,67), and aberrant activation of GSK3 is associated with ALS (68).…”
Section: Phosphorylation Of Gle1a Regulates Ddx3 and Stress Responsementioning
Rapid expression of critical stress response factors is a key survival strategy for diseased or stressed cells. During cell stress, translation is inhibited, and a pre-existing pool of cytoplasmic mRNA-protein complexes reversibly assembles into cytoplasmic stress granules (SGs). Gle1 is a conserved modulator of RNA-dependent DEAD-box proteins required for mRNA export, translation, and stress responses. Proper Gle1 function is critical as reflected by some human diseases such as developmental and neurodegenerative disorders and some cancers linked to gle1 mutations. However, the mechanism by which Gle1 controls SG formation is incompletely understood. Here, we show that human Gle1 is regulated by phosphorylation during heat shock stress. In HeLa cells, stress-induced Gle1 hyperphosphorylation was dynamic, primarily in the cytoplasmic pool, and followed changes in translation factors. MS analysis identified 14 phosphorylation sites in the Gle1A isoform, six of which clustered in an intrinsically disordered, low-complexity N-terminal region flanking the coil-coiled self-association domain. Of note, two mitogen-activated protein kinases (MAPKs), extracellular signal-regulated kinase (ERK) and
“…Until now, variants on SOD1 gene have deeply been studied from patient-derived iPS cells using CRISPR-Cas9 nucleases. Comparison studies between MNs differentiated from ALS patient-derived iPS cells and MNs from SOD1 gene corrected cell lines revealed that functional changes by SOD1 mutations induce neurodegeneration and aberrant gene expression, resulting in vulnerable oxidative stress, altered protein response pathway, ER stress, and mitochondrial defect [26][27][28] . In more than 80% of ALS cases, however, the responsible genes for ALS still remain unclear [29][30][31] .…”
Amyotrophic lateral sclerosis (ALS) is a severe disease causing motor neuron death, but a complete cure has not been developed and related genes have not been defined in more than 80% of cases. Here we compared whole genome sequencing results from a male ALS patient and his healthy parents to identify relevant variants, and chose one variant in the X-linked ATP7A gene, M1311V, as a strong disease-linked candidate after profound examination. Although this variant is not rare in the Ashkenazi Jewish population according to results in the genome aggregation database (gnomAD), CRISPR-mediated gene correction of this mutation in patient-derived and re-differentiated motor neurons drastically rescued neuronal activities and functions. These results suggest that the ATP7A M1311V mutation has a potential responsibility for ALS in this patient and might be a potential therapeutic target, revealed here by a personalized medicine strategy.
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