Machine Learning Based the Role of Social media in Promoting the Safety of Women in Indian Cities

Women and girls have been experiencing a lot of violence and harassment in public places in various cities starting from stalking and leading to sexual harassment or sexual assault. This research paper basically focuses on the role of social media in promoting the safety of women in Indian cities with special reference to the role of social media websites and applications including Twitter platform Facebook and Instagram. This paper also focuses on how a sense of responsibility on part of Indian society can be developed the common Indian people so that they should focus on the safety of women surrounding them. Tweets on Twitter which usually contains images and text and also written messages and quotes which focus on the safety of women in Indian cities can be used to read a message amongst the Indian Youth Culture and educate people to take strict action and punish those who harass the women. Twitter and other Twitter handles which include hash tag messages that are widely spread across the whole globe sir as a platform for women to express their views about how they feel while they go out for work or travel in a public transport and what is the state of their mind when they are surrounded by unknown men and whether these women feel safe or not

Detection of a low-grade enteroviral infection in the islets of Langerhans of living patients newly diagnosed with type 1 diabetes

Journal ArticleThis is an author-created, uncopyedited electronic version of an article accepted for publication in Diabetes. The American Diabetes Association (ADA), publisher of Diabetes, is not responsible for any errors or omissions in this version of the manuscript or any version derived from it by third parties. The definitive publisher-authenticated version is available in Diabetes, May 2015, vol. 64, no. 5 pp. 1682-1687 in print and online at http://diabetes.diabetesjournals.org/content/64/5/1682.abstractThe Diabetes Virus Detection study (DiViD) is the first to examine fresh pancreatic tissue at the diagnosis of type 1 diabetes for the presence of viruses. Minimal pancreatic tail resection was performed 3-9 weeks after onset of type 1 diabetes in six adult patients (age 24-35 years). The presence of enteroviral capsid protein 1 (VP1) and the expression of class I HLA were investigated by immunohistochemistry. Enterovirus RNA was analyzed from isolated pancreatic islets and from fresh-frozen whole pancreatic tissue using PCR and sequencing. Nondiabetic organ donors served as controls. VP1 was detected in the islets of all type 1 diabetic patients (two of nine controls). Hyperexpression of class I HLA molecules was found in the islets of all patients (one of nine controls). Enterovirus-specific RNA sequences were detected in four of six patients (zero of six controls). The results were confirmed in various laboratories. Only 1.7% of the islets contained VP1(+) cells, and the amount of enterovirus RNA was low. The results provide evidence for the presence of enterovirus in pancreatic islets of type 1 diabetic patients, which is consistent with the possibility that a low-grade enteroviral infection in the pancreatic islets contributes to disease progression in humans.Academy of FinlandSouth-Eastern Norway Regional HealthAuthorityNovo Nordisk FoundationPEVNET (Persistent Virus Infection in Diabetes Network) Study GroupEuropean Union’s Seventh Framework ProgrammeSwedish Medical Research CouncilDiabetes Wellness FoundationJDR

Coxsackie-adenovirus receptor expression is enhanced in pancreas from patients with type 1 diabetes

Objectives: One of the theories connecting enterovirus (EV) infection of human islets with type 1 diabetes (T1D) is the development of a fertile field in the islets. This implies induction of appropriate proteins for the viral replication such as the coxsackie–adenovirus receptor (CAR). The aim of this study was to investigate to what extent CAR is expressed in human islets of Langerhans, and what conditions that would change the expression. Design: Immunohistochemistry for CAR was performed on paraffin-embedded pancreatic tissue from patients with T1D (n=9 recent onset T1D, n=4 long-standing T1D), islet autoantibody-positive individuals (n=14) and non-diabetic controls (n=24) individuals. The expression of CAR was also examined by reverse transcription PCR on microdissected islets (n=5), exocrine tissue (n=5) and on explanted islets infected with EV or exposed to chemokines produced by EV-infected islet cells. Results: An increased frequency of patients with T1D and autoantibody-positive individuals expressed CAR in the pancreas (p<0.039). CAR staining was detected more frequently in pancreatic islets from patients with T1D and autoantibody-positive subjects (15/27) compared with (6/24) non-diabetic controls (p<0.033). Also in explanted islets cultured in UV-treated culture medium from coxsackievirus B (CBV)-1-infected islets, the expression of the CAR gene was increased compared with controls. Laser microdissection of pancreatic tissue revealed that CAR expression was 10-fold higher in endocrine compared with exocrine cells of the pancreas. CAR was also expressed in explanted islets and the expression level decreased with time in culture. CBV-1 infection of explanted islets clearly decreased the expression of CAR (p<0.05). In contrast, infection with echovirus 6 did not affect the expression of CAR. Conclusions: CAR is expressed in pancreatic islets of patients with T1D and the expression level of CAR is increased in explanted islets exposed to proinflammatory cytokines/chemokines produced by infected islets. T1D is associated with increased levels of certain chemokines/cytokines in the islets and this might be the mechanism behind the increased expression of CAR in TID islets

Early Detection of Peripheral Blood Cell Signature in Children Developing Beta-Cell Autoimmunity at a Young Age

The appearance of Type 1 diabetes (T1D)-associated autoantibodies is the first and only measurable parameter to predict progression toward T1D in genetically susceptible individuals. However, autoantibodies indicate an active autoimmune reaction, wherein the immune tolerance is already broken. Therefore, there is a clear and urgent need for new biomarkers that predict the onset of the autoimmune reaction preceding autoantibody positivity or reflect progressive beta-cell destruction. Here we report the mRNA-sequencing-based analysis of 306 samples including fractionated samples of CD4+ and CD8+ T cells as well as CD4-CD8- cells fractions and unfractionated PBMC samples longitudinally collected from seven children that developed beta-cell autoimmunity (Cases) at a young age and their matched controls. We identified transcripts, including interleukin-32 (IL32) that were upregulated before T1D-associated autoantibodies appeared. Single-cell RNA-seq studies revealed that high IL32 in Case samples were contributed mainly by activated T cells and NK cells. Further, we showed that IL32 expression can be induced by a virus and cytokines in pancreatic islets and beta-cells, respectively. The results provide a basis for early detection of aberrations in the immune system function before T1D and suggest a potential role for IL32 in the pathogenesis of T1D.</p

Studies of Enterovirus Infection and Induction of Innate Immunity in Human Pancreatic Cells

Several epidemiological and clinical studies have indicated a possible role of Enterovirus (EV) infection in type 1 diabetes (T1D) development. However, the exact casual mechanism of these viruses in T1D development is not known. The aim of this thesis is to study various EVs that have been shown to differ in their immune phenotype, lytic ability, association with induction of islet autoantibodies, ability to replicate, cause islet disintegration and induce innate antiviral pathways in infected pancreatic cells in vitro. Furthermore, EV presence and pathogenic process in pancreatic tissue and isolated islets of T1D patients was also studied. Studies in this thesis for first time show the detection of EV RNA and protein in recent onset live T1D patients supporting the EV hypothesis in T1D development. Further all EV serotypes studied were able to replicate in islets, causing variable amount of islet disintegration ranging from extensive islet disintegration to not affecting islet morphology at all. However, one of the EV serotype replicated in only two out of seven donors infected, highlighting the importance of individual variation between donors. Further, this serotype impaired the insulin response to glucose stimulation without causing any visible islet disintegration, suggesting that this serotype might impaired the insulin response by inducing a functional block. Infection of human islets with the EV serotypes that are differentially associated with the development of islet autoantibodies showed the islet cell disintegration that is comparable with their degree of islet autoantibody seroconversion. Suggesting that the extent of the epidemic-associated islet autoantibody induction may depend on the ability of the viral serotypes to damage islet cells. Furthermore, one of the EV strains showed unique ability to infect and replicate both in endo and exocrine cells of the pancreas. EV replication in both endo and exocrine cells affected the genes involved in innate and antiviral pathways and induction of certain genes with important antiviral activity significantly varied between different donors. Suggesting that the same EV infection could result in different outcome in different individuals. Finally, we compared the results obtained by lytic and non lytic EV strains in vitro with the findings reported in fulminant and slowly progressing autoimmune T1D and found some similarities. In conclusion the results presented in this thesis further support the role of EV in T1D development and provide more insights regarding viral and host variation.  This will improve our understanding of the possible causative mechanism by EV in T1D development

Studies of Enterovirus Infection and Induction of Innate Immunity in Human Pancreatic Cells

Several epidemiological and clinical studies have indicated a possible role of Enterovirus (EV) infection in type 1 diabetes (T1D) development. However, the exact casual mechanism of these viruses in T1D development is not known. The aim of this thesis is to study various EVs that have been shown to differ in their immune phenotype, lytic ability, association with induction of islet autoantibodies, ability to replicate, cause islet disintegration and induce innate antiviral pathways in infected pancreatic cells in vitro. Furthermore, EV presence and pathogenic process in pancreatic tissue and isolated islets of T1D patients was also studied. Studies in this thesis for first time show the detection of EV RNA and protein in recent onset live T1D patients supporting the EV hypothesis in T1D development. Further all EV serotypes studied were able to replicate in islets, causing variable amount of islet disintegration ranging from extensive islet disintegration to not affecting islet morphology at all. However, one of the EV serotype replicated in only two out of seven donors infected, highlighting the importance of individual variation between donors. Further, this serotype impaired the insulin response to glucose stimulation without causing any visible islet disintegration, suggesting that this serotype might impaired the insulin response by inducing a functional block. Infection of human islets with the EV serotypes that are differentially associated with the development of islet autoantibodies showed the islet cell disintegration that is comparable with their degree of islet autoantibody seroconversion. Suggesting that the extent of the epidemic-associated islet autoantibody induction may depend on the ability of the viral serotypes to damage islet cells. Furthermore, one of the EV strains showed unique ability to infect and replicate both in endo and exocrine cells of the pancreas. EV replication in both endo and exocrine cells affected the genes involved in innate and antiviral pathways and induction of certain genes with important antiviral activity significantly varied between different donors. Suggesting that the same EV infection could result in different outcome in different individuals. Finally, we compared the results obtained by lytic and non lytic EV strains in vitro with the findings reported in fulminant and slowly progressing autoimmune T1D and found some similarities. In conclusion the results presented in this thesis further support the role of EV in T1D development and provide more insights regarding viral and host variation.  This will improve our understanding of the possible causative mechanism by EV in T1D development

Studies of Enterovirus Infection and Induction of Innate Immunity in Human Pancreatic Cells

Several epidemiological and clinical studies have indicated a possible role of Enterovirus (EV) infection in type 1 diabetes (T1D) development. However, the exact casual mechanism of these viruses in T1D development is not known. The aim of this thesis is to study various EVs that have been shown to differ in their immune phenotype, lytic ability, association with induction of islet autoantibodies, ability to replicate, cause islet disintegration and induce innate antiviral pathways in infected pancreatic cells in vitro. Furthermore, EV presence and pathogenic process in pancreatic tissue and isolated islets of T1D patients was also studied. Studies in this thesis for first time show the detection of EV RNA and protein in recent onset live T1D patients supporting the EV hypothesis in T1D development. Further all EV serotypes studied were able to replicate in islets, causing variable amount of islet disintegration ranging from extensive islet disintegration to not affecting islet morphology at all. However, one of the EV serotype replicated in only two out of seven donors infected, highlighting the importance of individual variation between donors. Further, this serotype impaired the insulin response to glucose stimulation without causing any visible islet disintegration, suggesting that this serotype might impaired the insulin response by inducing a functional block. Infection of human islets with the EV serotypes that are differentially associated with the development of islet autoantibodies showed the islet cell disintegration that is comparable with their degree of islet autoantibody seroconversion. Suggesting that the extent of the epidemic-associated islet autoantibody induction may depend on the ability of the viral serotypes to damage islet cells. Furthermore, one of the EV strains showed unique ability to infect and replicate both in endo and exocrine cells of the pancreas. EV replication in both endo and exocrine cells affected the genes involved in innate and antiviral pathways and induction of certain genes with important antiviral activity significantly varied between different donors. Suggesting that the same EV infection could result in different outcome in different individuals. Finally, we compared the results obtained by lytic and non lytic EV strains in vitro with the findings reported in fulminant and slowly progressing autoimmune T1D and found some similarities. In conclusion the results presented in this thesis further support the role of EV in T1D development and provide more insights regarding viral and host variation.  This will improve our understanding of the possible causative mechanism by EV in T1D development

Enterovirus-induced changes in explanted human islet of Langerhans resemble findings in islets of fulminant and conventional type 1 diabetes

Hypothesis: Fulminant Type 1 diabetes is a unique subtype of T1D, mostly reported in the Japanese population, which is characterized by extensive beta cell death already at onset, often without any insulitis. Enterovirus (EV) infections are associated with the etiology of both fulminant and conventional T1D. However the causative mechanism is not known for any of these diseases. EVs capability to cause lytic vs non-lytic infection in explanted human islets may have implications on the pathogenesis of these two types of T1D.Aim: To study the effect of infection of explanted human pancreatic islets with lytic (CBV-1) and non-lytic (CBV-4) Coxsackie B virus strains on cytopathic effect/islet disintegration and to what extent genes involved in viral sensing, antiviral defense and encoding of islet auto-antigens are affected by the viral replication. Also, to compare these findings with the findings reported in fulminant and conventional T1D.Methods: Degree of cytopathic effect/islet disintegration was studied and viral replication was measured. Genes involved in viral sensing (NOD2, TLR7 and TLR4), antiviral pathways (OAS2, MX1, PKR, and IRF7), genes coding for known islet auto antigens (GAD65, ZNT8) and the islet hormones, insulin and glucagon, were studied. Mock-infected explanted islet served as controls.Results: All CBV strains replicated in the explanted islets but only the CBV-1 strains caused cytopathic effect/islet cell disintegration. Infection with all CBV strains resulted in the induction of genes encoding OAS2 and MX1. In contrast, mRNA expression levels of the gene encoding insulin was reduced. The gene encoding PKR was induced by one of the lytic strains (CBV-1-11) and also by the non-lytic CBV4 strain, while the mRNA expression levels of genes encoding glucagon, NOD2, TLR7, TLR4, MCL1, GAD65 and ZNT8 were not significantly affected.</p

Optimal control and bifurcation analysis of SEIHR model for COVID-19 with vaccination strategies and mask efficiency

OPTIMAL CONTROL AND BIFURCATION ANALYSIS OF SEIHR MODEL FOR COVID-19 WITH VACCINATION STRATEGIES AND MASK EFFICIENCY Computational and mathematical biophysics (Rights reserved) (-) Optimal control and bifurcation analysis of SEIHR model for COVID-19 with vaccination strategies and mask efficiency / Muthu, Poosan Moopanar (CC BY) (-