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Genome-wide association studies (GWAS) have identified many modifiers of Alzheimer disease (AD) risk enriched in microglia. Two of these modifiers are common variants in theMS4Alocus (rs1582763: protective and rs6591561: risk) and serve as major regulators of CSF sTREM2 levels. To understand their functional impact on AD, we used single nucleus transcriptomics to profile brains from carriers of these variants. We discovered a “chemokine” microglial subpopulation that is altered inMS4Avariant carriers and for whichMS4A4Ais the major regulator. The protective variant increasesMS4A4Aexpression and shifts the chemokine microglia subpopulation to an interferon state, while the risk variant suppressesMS4A4Aexpression and reduces this subpopulation of microglia. Our findings provide a mechanistic explanation for the AD variants in theMS4Alocus. Further, they pave the way for future mechanistic studies of AD variants and potential therapeutic strategies for enhancing microglia resilience in AD pathogenesis.

More than 50 mutations in the MAPT gene result in heterogeneous forms of frontotemporal lobar dementia with tau inclusions (FTLD-tau). However, early pathogenic events that lead to disease and the degree to which they are common across MAPT mutations remain poorly understood. The goal of this study is to determine whether there is a common molecular signature of FTLD-Tau. To do this, we analyzed genes differentially expressed in induced pluripotent stem cell (iPSC)–derived neurons that represent the three major categories of MAPT mutations: splicing (IVS10+16), exon 10 (p.P301L), and C-terminal (p.R406W) compared with isogenic controls. Here, we identified 275 genes that were commonly differentially expressed in MAPT IVS10+16, p.P301L, and p.R406W neurons. These genes were enriched in synaptic and endolysosomal pathways and neuronal development and were also altered in the presence of tau aggregation in a mouse model of tauopathy. The MAPT mutations commonly led to changes in genes and pathways sensitive to disruptions in calcium homeostasis. One of these genes, CALB1, plays a role in calcium dysregulation and is targeted by several FDA- approved drugs used to treat neurological symptoms. Finally, a subset of genes commonly differentially expressed across MAPT mutations were also dysregulated in brains from progressive supranuclear palsy patients, suggesting that molecular signatures relevant to genetic and sporadic forms of tauopathy are captured in a dish. The results from this study demonstrate that iPSC-derived neurons capture molecular processes that occur in human brains and can be used to pinpoint common molecular pathways involving synaptic and endolysosomal function and neuronal development, which may be regulated by disruptions in calcium homeostasis.

Alzheimer’s disease (AD) is characterized by the accumulation of amyloid-β (Aβ) plaques and neurofibrillary tangles in the brain. AD is also the result of complex genetic architecture that can be leveraged to understand pathways central to disease processes. We have previously identified coding variants in the phospholipase D3 (PLD3) gene that double the late-onset AD risk. However, the mechanism by which PLD3 impacts AD risk is unknown. One AD risk variant, PLD3 p.A442A, disrupts a splicing enhancer-binding site and reduces PLD3 splicing in human brains. Using differentiated induced pluripotent stem cells from a PLD3 p.A442A carrier and CRISPR-reverted, isogenic control, we show that PLD3 p.A442A cortical neurons exhibit a PLD3 splicing defect and a significant increase in Aβ42 and Aβ40, both of which are corrected upon reversion of the risk allele in isogenic control neurons. Thus, PLD3 p.A442A is sufficient to alter PLD3 splicing and Aβ metabolism. While the normal function of PLD3 is poorly understood, PLD3 is highly expressed in neurons and brain regions most susceptible to amyloid pathology. PLD3 expression is significantly lower in AD brains than controls, suggesting that PLD3 may play a role in sporadic AD. Thus, we sought to determine whether PLD3 contributes to Aβ accumulation in AD. In a mouse model of amyloid accumulation, loss of Pld3 increases interstitial fluid (ISF) Aβ and reduces Aβ turnover. AAV-mediated overexpression of PLD3 in the hippocampus decreased ISF Aβ levels and accelerated Aβ turnover. To determine whether PLD3-mediated reduction of ISF Aβ impacts amyloid accumulation, we measured amyloid plaque abundance and size after significant Aβ deposition. We found that in the absence of Pld3, amyloid plaques were less compact and more diffuse. Additionally, we observed reduced recruitment of microglia to amyloid plaques in the absence of Pld3. PLD3 may impact amyloid accumulation and AD risk through disrupted microglia function as PLD3 is enriched in disease associated microglia in human brains. Together, our findings demonstrate that PLD3 regulates Aβ clearance through cell-autonomous and non-cell-autonomous pathways in a manner that likely contributes to AD risk.

This paper is primarily focused on E-commerce fraud detection using machine learning techniques. There are many different ways to detect E-commerce fraud using machine learning approach. In this work, comparison study is conducted between various available machine learning algorithms to detect the online frauds. During the comparative study, focus is underlined on comparison of all the algorithms to identify the fraud transactions. When compared to other algorithms, such as support vector machine, Decision Tree, K-nearest neighbour and Random Forest, it has been observed that Logistic regression gives better result among all machine learning algorithms.

An imbalance in gut homeostasis results in local and systemic pathogenesis. It is still not well-understood how the immune system interacts with the gut microbiome and maintains a delicate balance. Here, we utilized a mouse model in which STAT3 expression is deleted in CD11c+ (i.e., dendritic) cells (STAT3 cKO); these mice developed an ulcerative colitis-like disease, colon carcinoma and myelodysplastic syndrome-like disease. Circulating IgE levels in STAT3 cKO mice were significantly elevated. The gut microbiome was indispensable for the observed pathogenesis, as treatment with broad-spectrum antibiotics or cross-fostering STAT3 cKO pups with mothers harboring a different microbiome prevented disease development. Gut microbiome analyses suggested that decreased commensal bacteria and increased pathogenic bacteria most likely contributed to disease. Our data suggest that STAT3 controls the manifestation of inflammation in the gut caused by the microbiome. Therefore, we conclude that a deficiency of STAT3 in DCs is sufficient to trigger uncontrolled inflammation and the development of inflammatory bowel disease.

Invariant natural killer T (iNKT) cells play critical roles in autoimmune, anti-tumor, and anti-microbial immune responses, and are activated by glycolipids presented by the MHC class I-like molecule, CD1d. How the activation of signaling pathways impacts antigen (Ag)-dependent iNKT cell activation is not well-known. In the current study, we found that the MAPK JNK2 not only negatively regulates CD1d-mediated Ag presentation in APCs, but also contributes to CD1d-independent iNKT cell activation. A deficiency in the JNK2 (but not JNK1) isoform enhanced Ag presentation by CD1d. Using a vaccinia virus (VV) infection model known to cause a loss in iNKT cells in a CD1d-independent, but IL-12-dependent manner, we found the virus-induced loss of iNKT cells in JNK2 KO mice was substantially lower than that observed in JNK1 KO or wild-type (WT) mice. Importantly, compared to WT mice, JNK2 KO mouse iNKT cells were found to express less surface IL-12 receptors. As with a VV infection, an IL-12 injection also resulted in a smaller decrease in JNK2 KO iNKT cells as compared to WT mice. Overall, our work strongly suggests JNK2 is a negative regulator of CD1d-mediated Ag presentation and contributes to IL-12-induced iNKT cell activation and loss during viral infections.

Recently vehicle tracking system is getting vast popularity because of the rising number of the stolen vehicles .Vehicle theft can happen mainly in areas which lacks in security. People have started to use the theft control systems installed in their vehicles. The commercially available antitheft vehicular systems are very expensive. And this project is developed as low cost vehicle theft control scheme using a microcontroller and with usage of GPS and GSM technology along with lock keypad. The system contains ARDUINO board which is the main part . Using this system we can control the vehicle ignition and get the location of the vehicle by sending message to the GSM module. We can also lock and unlock the vehicle by sending a message. If the vehicle seems to be stolen, the owner can stop the vehicle ignition and lock the vehicle by sending message. It is exceptionally straightforward method which provides more security for vehicles with robbery assurance. The simplicity of this work makes it unique.

Introduction Learning disabilities cannot be cured but they can be treated successfully and children with learning disabilities can go to live happy and successful lives. Learning disability is a classification including several disorders in which a person has difficulty learning in a typical manner usually caused by an unknown factor or factors .The unknown factor is the disorder that affects the brains ability to receive and process information .This disorder can make it problematic for a person to learn as quickly or in the same way as someone who isnt affected by a learning disability .Learning disability have trouble performing specific types of skills or completing task if left to figure things out by themselves or if taught in conventional ways.Objectives 1. To assess the existing level of knowledge of parents regarding the learning disability of autistic children in selected special school Bangalore.2. To assess the post-test knowledge level of parents regarding the learning disabilities of autism children in selected special school Bangalore.3.To assess the effectiveness of information booklet on knowledge of parents regarding learning disabilities of autism children.4.To find out the association between pre and post-test knowledge score with selected score of the parents in a selected demographic variables.Design Quasi - experimental one group pre-test and post-test design was selected for the study. 30 parents in Navachethana trust was recruited by non probability purposive sampling method. Necessary administrative permission was obtained from concerned authority. Structured interview schedule was used to elicit the baseline data and structured questionnaire were used to elicit the knowledge of parents.Setting The study was conducted in Navachethana trust situated in Banashankari Bangalore.Result The study revealed that among10 33 parents had moderately adequate knowledge 20 parents 67 parents had adequate knowledge in the post-test score on learning disabilities. There was no inadequate knowledge found in the post-test. The mean pre-test knowledge score of parents in the special school was 18.5 whereas the mean post-test knowledge score was 24.56. The obtainedlsquotrsquo value for knowledge was 18.37 lsquoprsquo value was 3.92.Conclusion The study concluded that the information booklet on learning disabilities carried out in the study was found to be effective in improving the knowledge of parents as evidenced by the significant change between pre-test and post-test knowledge score.

Cytokines that regulate the immune response signal through the Janus kinase / signal transducer and activation of transcription (JAK/STAT) pathway, but whether this pathway can regulate CD1d-mediated lipid antigen presentation to natural killer T (NKT) cells is unknown. Here, we found that STAT3 promotes antigen presentation by CD1d. Antigen-presenting cells (APCs) in which STAT3 expression was inhibited exhibited markedly reduced endogenous lipid antigen presentation to NKT cells without an impact on exogenous lipid antigen presentation by CD1d. Consistent with this observation, in APCs where STAT3 was knocked down, dramatically decreased levels of UDP glucose ceramide glucosyltransferase (UGCG), an enzyme involved in the first step of glycosphingolipid biosynthesis, were observed. Impaired lipid antigen presentation was reversed by ectopic expression of UGCG in STAT3-silenced CD1d(+) APCs. Hence, by controlling a fundamental step in CD1d-mediated lipid antigen presentation, STAT3 signalling promotes innate immune responses driven by CD1d.

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder characterized by progressive loss of lower and upper motor neurons (MN) leading to muscle weakness, paralysis and eventually death. Although a highly varied etiology results in ALS, it broadly manifests itself as sporadic and familial forms that have evident similarities in clinical symptoms and disease progression. There is a tremendous amount of knowledge on molecular mechanisms leading to loss of MNs and neuromuscular junctions (NMJ) as major determinants of disease onset, severity and progression in ALS. Specifically, two main opposing hypotheses, the dying forward and dying back phenomena, exist to account for NMJ denervation. The former hypothesis proposes that the earliest degeneration occurs at the central MNs and proceeds to the NMJ, whereas in the latter, the peripheral NMJ is the site of precipitating degeneration progressing backwards to the MN cell body. A large body of literature strongly indicates a role for the immune system in disease onset and progression via regulatory involvement at the level of both the central and peripheral nervous systems (CNS and PNS). In this review, we discuss the earliest reported immune responses with an emphasis on newly identified immune players in mutant superoxide dismutase 1 (mSOD1) transgenic mice, the gold standard mouse model for ALS.

Summary CD1d-mediated lipid antigen presentation activates a subset of innate immune lymphocytes called invariant natural killer T (NKT) cells that, by virtue of their potent cytokine production, bridge the innate and adaptive immune systems. Transforming growth factor (TGF-β) is a known immune modulator that can activate the mitogen-activated protein kinase p38; we have previously shown that p38 is a negative regulator of CD1d-mediated antigen presentation. Several studies implicate a role for TGF-β in the activation of p38. Therefore, we hypothesized that TGF-β would impair antigen presentation by CD1d. Indeed, a dose-dependent decrease in CD1d-mediated antigen presentation and impairment of lipid antigen processing was observed in response to TGF-β treatment. However, it was found that this inhibition was not through p38 activation. Instead, Smads 2, 3 and 4, downstream elements of the TGF-β canonical signalling pathway, contributed to the observed effects. In marked contrast to that observed with CD1d, TGF-β was found to enhance MHC class II-mediated antigen presentation. Overall, these results suggest that the canonical TGF-β/Smad pathway negatively regulates an important arm of the host's innate immune responses – CD1d-mediated lipid antigen presentation to NKT cells.

Amyotrophic lateral sclerosis (ALS) is a fatal progressive disorder characterized by the selective degeneration of motor neurons (MN). The impact of peripheral immune status on disease progression and MN survival is becoming increasingly recognized in the ALS research field. In this review, we briefly discuss findings from mouse models of peripheral nerve injury and immunodeficiency to understand how the immune system regulates MN survival. We extend these observations to similar studies in the widely used superoxide dismutase 1 (SOD1) mouse model of ALS. Last, we present future hypotheses to identify potential causative factors that lead to immune dysregulation in ALS. The lessons from preceding work in this area offer new exciting directions to bridge the gap in our current understanding of immune-mediated neuroprotection in ALS.

Neuronal dysfunction has been extensively studied as a central feature of neurodegenerative tauopathies. However, across neurodegenerative diseases, there is strong evidence for active involvement of immune cells like microglia in driving disease pathophysiology. Here, we demonstrate that tau mRNA and protein are expressed in microglia in human brains and in human induced pluripotent stem cell (iPSC)-derived microglia like cells (iMGLs). Using iMGLs harboring the MAPT IVS10+16 mutation and isogenic controls, we demonstrate that a tau mutation is sufficient to alter microglial transcriptional states. We discovered that MAPT IVS10+16 microglia exhibit cytoskeletal abnormalities, stalled phagocytosis, disrupted TREM2/TYROBP networks, and altered metabolism. Additionally, we found that secretory factors from MAPT IVS10+16 iMGLs impact neuronal health, reducing synaptic density in neurons. Key features observed in vitro were recapitulated in human brain tissue and cerebrospinal fluid from MAPT mutations carriers. Together, our findings that MAPT IVS10+16 drives cell-intrinsic dysfunction in microglia that impacts neuronal health has major implications for development of therapeutic strategies.