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2.
Nat Med ; 30(4): 1001-1012, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38454126

RESUMO

Chimeric antigen receptor T cell (CAR-T) therapy is an emerging strategy to improve treatment outcomes for recurrent high-grade glioma, a cancer that responds poorly to current therapies. Here we report a completed phase I trial evaluating IL-13Rα2-targeted CAR-T cells in 65 patients with recurrent high-grade glioma, the majority being recurrent glioblastoma (rGBM). Primary objectives were safety and feasibility, maximum tolerated dose/maximum feasible dose and a recommended phase 2 dose plan. Secondary objectives included overall survival, disease response, cytokine dynamics and tumor immune contexture biomarkers. This trial evolved to evaluate three routes of locoregional T cell administration (intratumoral (ICT), intraventricular (ICV) and dual ICT/ICV) and two manufacturing platforms, culminating in arm 5, which utilized dual ICT/ICV delivery and an optimized manufacturing process. Locoregional CAR-T cell administration was feasible and well tolerated, and as there were no dose-limiting toxicities across all arms, a maximum tolerated dose was not determined. Probable treatment-related grade 3+ toxicities were one grade 3 encephalopathy and one grade 3 ataxia. A clinical maximum feasible dose of 200 × 106 CAR-T cells per infusion cycle was achieved for arm 5; however, other arms either did not test or achieve this dose due to manufacturing feasibility. A recommended phase 2 dose will be refined in future studies based on data from this trial. Stable disease or better was achieved in 50% (29/58) of patients, with two partial responses, one complete response and a second complete response after additional CAR-T cycles off protocol. For rGBM, median overall survival for all patients was 7.7 months and for arm 5 was 10.2 months. Central nervous system increases in inflammatory cytokines, including IFNγ, CXCL9 and CXCL10, were associated with CAR-T cell administration and bioactivity. Pretreatment intratumoral CD3 T cell levels were positively associated with survival. These findings demonstrate that locoregional IL-13Rα2-targeted CAR-T therapy is safe with promising clinical activity in a subset of patients. ClinicalTrials.gov Identifier: NCT02208362 .


Assuntos
Glioblastoma , Glioma , Receptores de Antígenos Quiméricos , Humanos , Recidiva Local de Neoplasia , Glioma/terapia , Linfócitos T , Glioblastoma/terapia , Imunoterapia Adotiva/efeitos adversos , Imunoterapia Adotiva/métodos
4.
Clin Cancer Res ; 29(4): 742-753, 2023 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-36255386

RESUMO

PURPOSE: A phase I/II study evaluating the safety and activity of memory-enriched CD19-directed chimeric antigen receptor (CD19-CAR) T cells in adults with relapsed/refractory B-cell acute lymphoblastic leukemia (ALL). PATIENTS AND METHODS: In phase I, we tested sequentially two cell populations for CAR transduction: (i) central memory (Tcm) or (ii) naïve, stem, and central memory (Tn/mem) T cells. The study employed an activity constrained for toxicity design to determine the recommended phase II dose (RP2D), which was tested in phase II. RESULTS: The Tcm cohort was closed early due to lack of activity. The 200 ×106 Tn/mem-derived CD19-CAR T-cell dose was found to be safe and active, and was declared the RP2D. At RP2D, 58 participants underwent leukapheresis and 46 received CD19-CAR T cells. Median age for treated participants was 38 years (range, 22-72). Twenty-nine (63%) participants had relapsed post-allogeneic hematopoietic cell transplantation (alloHCT), 18 (39%) had Philadelphia-like (Ph-like) genotype, and 16 (35%) had extramedullary disease (EMD) at lymphodepletion (LD). Three (7%) participants had grade 3 cytokine release syndrome (CRS), and none had grade ≥ 4 CRS. Eight (17%) participants had grade ≥ 3 neurotoxicity, including one fatal cerebral edema. Forty (87%) patients achieved complete remission (CR)/CR with incomplete hematologic recovery, 2 (4%) progressed, and 4 (9%) were unevaluable for response. Among 42 response-evaluable participants, 16/17 with Ph-like ALL and 13/15 with EMD at LD responded. Twenty-one (53%) responders underwent alloHCT consolidation, which was associated with improved relapse-free survival (adjusted HR = 0.16; 95% confidence interval, 0.05-0.48; P = 0.001). CONCLUSIONS: Tn/mem-derived CD19-CAR T cells were safe and active, including in Ph-like ALL and EMD. See related commentary by El Marabti and Abdel-Wahab, p. 694.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Linfoma de Células B , Receptores de Antígenos Quiméricos , Humanos , Adulto , Adulto Jovem , Pessoa de Meia-Idade , Idoso , Receptores de Antígenos Quiméricos/genética , Receptores de Antígenos Quiméricos/uso terapêutico , Imunoterapia Adotiva/efeitos adversos , Linfócitos T/imunologia , Linfoma de Células B/tratamento farmacológico , Antígenos CD19/imunologia
5.
Antioxid Redox Signal ; 34(4): 279-293, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-32729340

RESUMO

Aims: Lifelong pain is a hallmark feature of sickle cell disease (SCD). How sickle pathobiology evokes pain remains unknown. We hypothesize that increased cell-free heme due to ongoing hemolysis activates toll-like receptor 4 (TLR4), leading to the formation of reactive oxygen species (ROS) and endoplasmic reticulum (ER) stress. Together, these processes lead to spinal microglial activation and neuroinflammation, culminating in acute and chronic pain. Results: Spinal heme levels, TLR4 transcripts, oxidative stress, and ER stress were significantly higher in sickle mice than controls. In vitro, TLR4 inhibition in spinal cord microglial cells attenuated heme-induced ROS and ER stress. Heme treatment led to a time-dependent increase in the characteristic features of sickle pain (mechanical and thermal hyperalgesia) in both sickle and control mice; this effect was absent in TLR4-knockout sickle and control mice. TLR4 deletion in sickle mice attenuated chronic and hypoxia/reoxygenation (H/R)-evoked acute hyperalgesia. Sickle mice treated with the TLR4 inhibitor resatorvid; selective small-molecule inhibitor of TLR4 (TAK242) had significantly reduced chronic hyperalgesia and had less severe H/R-evoked acute pain with quicker recovery. Notably, reducing ER stress with salubrinal ameliorated chronic hyperalgesia in sickle mice. Innovation: Our findings demonstrate the causal role of free heme in the genesis of acute and chronic sickle pain and suggest that TLR4 and/or ER stress are novel therapeutic targets for treating pain in SCD. Conclusion: Heme-induced microglial activation via TLR4 in the central nervous system contributes to the initiation and maintenance of sickle pain via ER stress in SCD. Antioxid. Redox Signal. 34, 279-293.


Assuntos
Anemia Falciforme/complicações , Estresse do Retículo Endoplasmático , Heme/metabolismo , Dor/etiologia , Dor/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Receptor 4 Toll-Like/metabolismo , Anemia Falciforme/tratamento farmacológico , Anemia Falciforme/metabolismo , Animais , Biomarcadores , Gerenciamento Clínico , Suscetibilidade a Doenças , Camundongos , Microglia/imunologia , Microglia/metabolismo , Dor/diagnóstico , Manejo da Dor
6.
Mucosal Immunol ; 12(4): 1025-1037, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31089186

RESUMO

Acute respiratory disease caused by influenza viruses is imperfectly mitigated by annual vaccination to select strains. Development of vaccines that elicit lung-resident memory CD8+ T cells (TRM) would offer more universal protection to seasonal and emerging pandemic viruses. Understanding how lung-resident dendritic cells (DCs) regulate TRM differentiation would be an important step in this process. Here, we used CD11c-cre-Irf4f/f (KO) mice, which lack lung-resident IRF4-dependent CD11b+CD24hi DCs and show IRF4 deficiency in other lung cDC subsets, to determine if IRF4-expressing DCs regulate CD8+ memory precursor cells and TRM during influenza A virus (IAV) infection. KO mice showed defective CD8+ T-cell memory, stemming from a deficit of T regulatory cells and memory precursor cells with decreased Foxo1 expression. Transfer of wild-type CD11b+CD24hi DCs into KO mice restored CD8+ memory precursor cell numbers to wild-type levels. KO mice recovered from a primary infection harbored reduced numbers of CD8+ TRM and showed deficient expansion of IFNγ+CD8+ T cells and increased lung pathology upon challenge with heterosubtypic IAV. Thus, vaccination strategies that harness the function of IRF4-dependent DCs could promote the differentiation of CD8+ TRM during IAV infection.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Células Dendríticas/imunologia , Células Dendríticas/metabolismo , Memória Imunológica , Vírus da Influenza A/imunologia , Fatores Reguladores de Interferon/metabolismo , Infecções por Orthomyxoviridae/imunologia , Infecções por Orthomyxoviridae/metabolismo , Animais , Citocinas/genética , Citocinas/metabolismo , Modelos Animais de Doenças , Feminino , Interações Hospedeiro-Patógeno/genética , Interações Hospedeiro-Patógeno/imunologia , Pulmão/imunologia , Pulmão/metabolismo , Pulmão/patologia , Contagem de Linfócitos , Camundongos , Camundongos Knockout , Infecções por Orthomyxoviridae/virologia , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismo
7.
Fungal Biol ; 122(7): 639-650, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29880199

RESUMO

The dimorphic switch from budding to filamentous growth is an essential morphogenetic transition many fungi utilize to cause disease in the host. Although different environmental signals can induce filamentous growth, the developmental programs associated with transmitting these different signals may differ. Here, we explore the relationship between filamentation and expression levels of ammonium transporters (AMTs) that also sense low ammonium for Ustilago maydis, the pathogen of maize. Overexpression of the high affinity ammonium transporter, Ump2, under normally non-inducing conditions, results in filamentous growth. Furthermore, ump2 expression levels are correlated with expression of genes involved in the mating response pathway and in pathogenicity. Ump1 and Ump2 transcription levels also tracked expression of genes normally up-regulated during either filamentous growth or during growth of the fungus inside the host. Interestingly, haploid strains deleted for the b mating-type locus, like those deleted for ump2, failed to filament on low ammonium; they also shared some alterations in gene expression patterns with cells deleted for ump2 or over-expressing this gene. Deletion of ump2 either in both mating partners or in a solopathogenic haploid strain resulted in a dramatic reduction in disease severity for infected plants, suggesting some importance of this transceptor in the pathogenesis program.


Assuntos
Compostos de Amônio/metabolismo , Proteínas de Transporte de Cátions/genética , Proteínas Fúngicas/genética , Regulação Fúngica da Expressão Gênica , Genes Fúngicos Tipo Acasalamento , Ustilago/genética , Proteínas de Transporte de Cátions/metabolismo , Proteínas Fúngicas/metabolismo , Deleção de Genes , Haploidia , Mutação , Transcrição Gênica , Ustilago/crescimento & desenvolvimento , Ustilago/metabolismo , Ustilago/patogenicidade , Zea mays/microbiologia
8.
Sci Data ; 4: 170051, 2017 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-29292796

RESUMO

Pain is a hallmark feature of sickle cell disease (SCD). Recurrent and unpredictable acute pain due to vaso-oclussive crises (VOC) is unique to SCD; and can be superimposed on chronic pain. To examine the mechanisms underlying pain in SCD, we performed RNA sequencing of dorsal root ganglion (DRG) of transgenic sickle mice and their age-matched control mice expressing normal human hemoglobin A, at 2 and 5 months of age. Sickle and control mice of both ages were equally divided into hypoxia/reoxygenation (to simulate VOC) and normoxia treatment, resulting in eight groups of mice. Each group had at least six mice. RNA isolated from the DRG was sequenced and paired-end 50 bp sequencing data were generated using Illumina's HiSeq 2000. This large dataset can serve as a resource for examining transcriptional changes in the DRG that are associated with age and hypoxia/reoxygenation associated signatures of nociceptive mechanisms underlying chronic and acute pain, respectively.


Assuntos
Anemia Falciforme/fisiopatologia , Gânglios Espinais , Perfilação da Expressão Gênica , Dor/genética , Anemia Falciforme/genética , Animais , Humanos , Camundongos , Camundongos Transgênicos , RNA/genética
9.
J Immunol ; 196(4): 1666-77, 2016 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-26746189

RESUMO

Dendritic cells (DCs) initiate immune responses in barrier tissues including lung and skin. Conventional DC (cDC) subsets, CD11b(-) (cDC1s) or CD11b(+) (cDC2s), arise via distinct networks of transcription factors involving IFN regulatory factor 4 (IRF4) and IRF8, and are specialized for unique functional responses. Using mice in which a conditional Irf4 or Irf8 allele is deleted in CD11c(+) cells, we determined whether IRF4 or IRF8 deficiency beginning in CD11c(+) cDC precursors (pre-cDCs) changed the homeostasis of mature DCs or pre-DCs in the lung, dermis, and spleen. CD11c-cre-Irf4(-/-) mice selectively lacked a lung-resident CD11c(hi)CD11b(+)SIRPα(+)CD24(+) DC subset, but not other lung CD11b(+) DCs or alveolar macrophages. Numbers of CD11b(+)CD4(+) splenic DCs, but not CD11b(+) dermal DCs, were reduced, indicating cDC2s in the lung and dermis develop via different pathways. Irf4 deficiency did not alter numbers of cDC1s. CD11c-cre-Irf8(-/-) mice lacked lung-resident CD103(+) DCs and splenic CD8α(+) DCs, yet harbored increased IRF4-dependent DCs. This correlated with a reduced number of Irf8(-/-) pre-cDCs, which contained elevated IRF4, suggesting that Irf8 deficiency diverts pre-cDC fate. Analyses of Irf4 and Irf8 haploinsufficient mice showed that, although one Irf4 allele was sufficient for lung cDC2 development, two functional Irf8 alleles were required for differentiation of lung cDC1s. Thus, IRF8 and IRF4 act in pre-cDCs to direct the terminal differentiation of cDC1 and cDC2 subsets in the lung and spleen. These data suggest that variation in IRF4 or IRF8 levels resulting from genetic polymorphisms or environmental cues will govern tissue DC numbers and, therefore, regulate the magnitude of DC functional responses.


Assuntos
Diferenciação Celular/imunologia , Células Dendríticas/imunologia , Imunidade Inata/imunologia , Fatores Reguladores de Interferon/imunologia , Animais , Antígeno CD11c/imunologia , Células Dendríticas/citologia , Citometria de Fluxo , Pulmão/citologia , Pulmão/imunologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout
10.
Haematologica ; 100(12): 1517-25, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26294734

RESUMO

Treatment of pain with morphine and its congeners in sickle cell anemia is suboptimal, warranting the need for analgesics devoid of side effects, addiction and tolerance liability. Small-molecule nociceptin opioid receptor ligands show analgesic efficacy in acute and chronic pain models. We show that AT-200, a high affinity nociceptin opioid receptor agonist with low efficacy at the mu opioid receptor, ameliorated chronic and hypoxia/reoxygenation-induced mechanical, thermal and deep tissue/musculoskeletal hyperalgesia in HbSS-BERK sickle mice. The antinociceptive effect of AT-200 was antagonized by SB-612111, a nociceptin opioid receptor antagonist, but not naloxone, a non-selective mu opioid receptor antagonist. Daily 7-day treatment with AT-200 did not develop tolerance and showed a sustained anti-nociceptive effect, which improved over time and led to reduced plasma serum amyloid protein, neuropeptides, inflammatory cytokines and mast cell activation in the periphery. These data suggest that AT-200 ameliorates pain in sickle mice via the nociceptin opioid receptor by reducing inflammation and mast cell activation without causing tolerance. Thus, nociceptin opioid receptor agonists are promising drugs for treating pain in sickle cell anemia.


Assuntos
Anemia Falciforme/tratamento farmacológico , Mastócitos/metabolismo , Dor/tratamento farmacológico , Receptores Opioides/metabolismo , Anemia Falciforme/genética , Anemia Falciforme/metabolismo , Anemia Falciforme/patologia , Animais , Cicloeptanos/química , Cicloeptanos/farmacologia , Mastócitos/patologia , Camundongos , Camundongos Transgênicos , Dor/genética , Dor/metabolismo , Dor/mortalidade , Piperidinas/química , Piperidinas/farmacologia , Receptor de Nociceptina
11.
Methods Mol Biol ; 1312: 411-4, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26044021

RESUMO

Centrifuge blotting is an efficient and convenient method for elution and transfer of proteins from a polyacrylamide gel onto a polyvinylidene difluoride (PVDF) membrane by centrifugation.


Assuntos
Centrifugação/métodos , Immunoblotting/métodos , Eletroforese em Gel de Poliacrilamida , Limite de Detecção , Membranas Artificiais , Polivinil/química , Proteínas/análise , Proteínas/química , Proteínas/isolamento & purificação
12.
Methods Mol Biol ; 1312: 415-7, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26044022

RESUMO

A simple, convenient, and inexpensive method for long-term non-photographic storage of information present in electrophoresis gel, based on protein blotting patterns, is presented here.


Assuntos
Eletroforese em Gel de Poliacrilamida/métodos , Immunoblotting/métodos , Proteínas/química , Proteínas/isolamento & purificação , Corantes de Rosanilina/química , Coloração e Rotulagem , Géis
13.
Eukaryot Cell ; 13(10): 1328-36, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25128189

RESUMO

Dimorphic transitions between yeast-like and filamentous forms occur in many fungi and are often associated with pathogenesis. One of the cues for such a dimorphic switch is the availability of nutrients. Under conditions of nitrogen limitation, fungal cells (such as those of Saccharomyces cerevisiae and Ustilago maydis) switch from budding to pseudohyphal or filamentous growth. Ammonium transporters (AMTs) are responsible for uptake and, in some cases, for sensing the availability of ammonium, a preferred nitrogen source. Homodimer and/or heterodimer formation may be required for regulating the activity of the AMTs. To investigate the potential interactions of Ump1 and Ump2, the AMTs of the maize pathogen U. maydis, we first used the split-ubiquitin system, followed by a modified split-YFP (yellow fluorescent protein) system, to validate the interactions in vivo. This analysis showed the formation of homo- and hetero-oligomers by Ump1 and Ump2. We also demonstrated the interaction of the high-affinity ammonium transporter, Ump2, with the Rho1 GTPase, a central protein in signaling, with roles in controlling polarized growth. This is the first demonstration in eukaryotes of the physical interaction in vivo of an ammonium transporter with the signaling protein Rho1. Moreover, the Ump proteins interact with Rho1 during the growth of cells in low ammonium concentrations, a condition required for the expression of the Umps. Based on these results and the genetic evidence for the interaction of Ump2 with both Rho1 and Rac1, another small GTPase, we propose a model for the role of these interactions in controlling filamentation, a fundamental aspect of development and pathogenesis in U. maydis.


Assuntos
Proteínas Fúngicas/genética , Transporte de Íons/genética , Transdução de Sinais , Ustilago/genética , Sequência de Aminoácidos , AMP Cíclico , Regulação Fúngica da Expressão Gênica/genética , Hifas/genética , Hifas/crescimento & desenvolvimento , Chaperonas Moleculares/genética , Nitrogênio/metabolismo , Saccharomyces cerevisiae/genética , Ustilago/crescimento & desenvolvimento , Zea mays/microbiologia
14.
J Immunol ; 189(7): 3368-77, 2012 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-22933627

RESUMO

Migration of resident dendritic cells (DC) from the skin to local lymph nodes (LN) triggers T cell-mediated immune responses during cutaneous infection, autoimmune disease, and vaccination. In this study, we investigated whether the development and migration of skin-resident DC were regulated by IFN regulatory factor 4 (IRF4), a transcription factor that is required for the development of CD11b(+) splenic DC. We found that the skin of naive IRF4(-/-) mice contained normal numbers of epidermal Langerhans cells (eLC) and increased numbers of CD11b(+) and CD103(+) dermal DC (dDC) populations, indicating that tissue DC development and skin residency is not disrupted by IRF4 deficiency. In contrast, numbers of migratory eLC and CD11b(+) dDC were significantly reduced in the cutaneous LN of IRF4(-/-) mice, suggesting a defect in constitutive migration from the dermis during homeostasis. Upon induction of skin inflammation, CD11b(+) dDC in IRF4(-/-) mice did not express the chemokine receptor CCR7 and failed to migrate to cutaneous LN, whereas the migration of eLC was only mildly impaired. Thus, although dispensable for their development, IRF4 is crucial for the CCR7-mediated migration of CD11b(+) dDC, a predominant population in murine and human skin that plays a vital role in normal and pathogenic cutaneous immunity.


Assuntos
Movimento Celular/imunologia , Células Dendríticas/imunologia , Homeostase/imunologia , Mediadores da Inflamação/fisiologia , Fatores Reguladores de Interferon/fisiologia , Linfonodos/imunologia , Pele/imunologia , Animais , Antígeno CD11b/biossíntese , Células Cultivadas , Células Dendríticas/citologia , Células Dendríticas/patologia , Feminino , Mediadores da Inflamação/metabolismo , Fatores Reguladores de Interferon/deficiência , Fatores Reguladores de Interferon/genética , Linfonodos/citologia , Linfonodos/patologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Pele/citologia , Pele/patologia , Baço/citologia , Baço/imunologia , Baço/patologia
15.
Fungal Genet Biol ; 49(1): 21-9, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22146805

RESUMO

The main determinant of pathogenicity in Ustilago maydis is the b-mating locus, where establishment of heterozygosity is sufficient to cause galls/tumors on maize plants. However, matings between haploids where one partner contains a mutation, in e.g., the smu1 gene, encoding a Ste20-like PAK kinase, often show reduced mating and pathogenicity compared to wild type. Here we show that similarly, diploids lacking one copy of smu1, are reduced in production of aerial hyphae, but do not show significantly-reduced virulence. Haplo-insufficiency was also observed for additional genes. UmPde1 is a cyclic phosphodiesterase involved in cAMP turnover as part of the cAMP-dependent PKA pathway. Hsl7 plays a role in cell length and in the filamentous response to low ammonium in haploid cells. Diploids deleted for one copy of either the pde1 or hsl7 genes had reduced or increased production of aerial hyphae, respectively, and both were severely impaired in virulence compared to wild type diploids. rho1 and pdc1 are two genes essential for cell viability in haploids. These genes also displayed haplo-insufficiency for pathogenesis. rho1/Δrho1 diploid cells were defective in pheromone production and detection, aerial hyphae induction, and were avirulent. In contrast, pdc1/Δpdc1 diploid cells only failed to produce tumors when applied to maize whorls. We predict the haplo-insufficiency of most of these signaling components is due to stoichiometric imbalance of the respective gene products with their interacting partners, thereby impairing virulence-induction mechanism(s). Further investigation of the bases for such haplo-insufficiency as well as of additional genes displaying this phenotype will provide important insights into fundamental aspects of development in this organism as well as inter-nuclear communication and genetic control.


Assuntos
Proteínas Fúngicas/genética , Doenças das Plantas/microbiologia , Ploidias , Ustilago/genética , Ustilago/patogenicidade , Fatores de Virulência/genética , Zea mays/microbiologia , Proteínas Fúngicas/metabolismo , Hifas/crescimento & desenvolvimento , Ustilago/crescimento & desenvolvimento , Virulência , Fatores de Virulência/metabolismo
16.
BMC Bioinformatics ; 10 Suppl 8: S7, 2009 Aug 27.
Artigo em Inglês | MEDLINE | ID: mdl-19758471

RESUMO

BACKGROUND: Human mitochondrial DNA (mtDNA) variations have been implicated in a broad spectrum of diseases. With over 3000 mtDNA variations reported across databases, establishing pathogenicity of variations in mtDNA is a major challenge. We have designed and developed a comprehensive weighted scoring system (MtSNPscore) for identification of mtDNA variations that can impact pathogenicity and would likely be associated with disease. The criteria for pathogenicity include information available in the literature, predictions made by various in silico tools and frequency of variation in normal and patient datasets. The scoring scheme also assigns scores to patients and normal individuals to estimate the cumulative impact of variations. The method has been implemented in an automated pipeline and has been tested on Indian ataxia dataset (92 individuals), sequenced in this study, and other publicly available mtSNP dataset comprising of 576 mitochondrial genomes of Japanese individuals from six different groups, namely, patients with Parkinson's disease, patients with Alzheimer's disease, young obese males, young non-obese males, and type-2 diabetes patients with or without severe vascular involvement. MtSNPscore, for analysis can extract information from variation data or from mitochondrial DNA sequences. It has a web-interface http://bioinformatics.ccmb.res.in/cgi-bin/snpscore/Mtsnpscore.pl that provides flexibility to update/modify the parameters for estimating pathogenicity. RESULTS: Analysis of ataxia and mtSNP data suggests that rare variants comprise the largest part of disease associated variations. MtSNPscore predicted possible role of eight and 79 novel variations in ataxia and mtSNP datasets, respectively, in disease etiology. Analysis of cumulative scores of patient and normal data resulted in Matthews Correlation Coefficient (MCC) of ~0.5 and accuracy of ~0.7 suggesting that the method may also predict involvement of mtDNA variation in diseases. CONCLUSION: We have developed a novel and comprehensive method for evaluation of mitochondrial variation and their involvement in disease. Our method has the most comprehensive set of parameters to assess mtDNA variations and overcomes the undesired bias generated as a result of better-studied diseases and genes. These variations can be prioritized for functional assays to confirm their pathogenic status.


Assuntos
Biologia Computacional/métodos , DNA Mitocondrial/genética , Doença/genética , Genes Mitocondriais , Doença de Alzheimer/genética , Ataxia/genética , Simulação por Computador , Diabetes Mellitus Tipo 2/genética , Predisposição Genética para Doença , Humanos , Masculino , Mutação , Obesidade/genética , Doença de Parkinson/genética , Fenótipo , Polimorfismo de Nucleotídeo Único , Valor Preditivo dos Testes
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