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1.
Bioinformatics ; 37(20): 3681-3683, 2021 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-33901274

RESUMO

SUMMARY: The heterogeneous cell types of the tumor-immune microenvironment (TIME) play key roles in determining cancer progression, metastasis and response to treatment. We report the development of TIMEx, a novel TIME deconvolution method emphasizing on estimating infiltrating immune cells for bulk transcriptomics using pan-cancer single-cell RNA-seq signatures. We also implemented a comprehensive, user-friendly web-portal for users to evaluate TIMEx and other deconvolution methods with bulk transcriptomic profiles. AVAILABILITY AND IMPLEMENTATION: TIMEx web-portal is freely accessible at http://timex.moffitt.org. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

2.
Mol Ther ; 29(5): 1744-1757, 2021 05 05.
Artigo em Inglês | MEDLINE | ID: mdl-33545360

RESUMO

Cardiovascular disease is the leading cause of death and disability worldwide. Effective delivery of cell-selective therapies that target atherosclerotic plaques and neointimal growth while sparing the endothelium remains the Achilles heel of percutaneous interventions. The current study utilizes synthetic microRNA switch therapy that self-assembles to form a compacted, nuclease-resistant nanoparticle <200 nM in size when mixed with cationic amphipathic cell-penetrating peptide (p5RHH). These nanoparticles possess intrinsic endosomolytic activity that requires endosomal acidification. When administered in a femoral artery wire injury mouse model in vivo, the mRNA-p5RHH nanoparticles deliver their payload specifically to the regions of endothelial denudation and not to the lungs, liver, kidney, or spleen. Moreover, repeated administration of nanoparticles containing a microRNA switch, consisting of synthetically modified mRNA encoding for the cyclin-dependent kinase inhibitor p27Kip1 that contains one complementary target sequence of the endothelial cell-specific miR-126 at its 5' UTR, drastically reduced neointima formation after wire injury and allowed for vessel reendothelialization. This cell-selective nanotherapy is a valuable tool that has the potential to advance the fight against neointimal hyperplasia and atherosclerosis.


Assuntos
Aterosclerose/prevenção & controle , Peptídeos Penetradores de Células/administração & dosagem , Inibidor de Quinase Dependente de Ciclina p27/antagonistas & inibidores , Artéria Femoral/lesões , MicroRNAs/administração & dosagem , Animais , Aterosclerose/etiologia , Peptídeos Penetradores de Células/farmacologia , Reestenose Coronária , Modelos Animais de Doenças , Camundongos , MicroRNAs/antagonistas & inibidores , MicroRNAs/genética , Nanopartículas , Tamanho da Partícula , Biologia Sintética
3.
J Pediatr Orthop ; 42(4): e367-e372, 2022 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-35125413

RESUMO

BACKGROUND: To minimize in-person visits during the COVID-19 pandemic, a new fracture care protocol for children with complete and stable, nondisplaced or minimally displaced upper extremity (UE) fractures has been implemented. This protocol involves immobilization with a bivalved cast, which allows for home cast removal during a telemedicine visit, and no follow-up radiographs, thus eliminating the requirement for a return to clinic. The purpose of this study is to evaluate the outcomes and parent satisfaction of this new abbreviated fracture care protocol. METHODS: Between May 2020 and April 2021, during the COVID-19 pandemic, children with complete and stable, nondisplaced or minimally displaced UE fractures were treated with a bivalved cast and 1 follow-up telemedicine visit for home cast removal. A prospective longitudinal study of these patients was performed. The PROMIS Upper Extremity questionnaire was administered at enrollment and 3 months follow-up. Parents completed a satisfaction survey after home cast removal. Demographic data and information regarding complications were collected. A historical cohort of controls treated with standard cast in 2019 was used for comparison. RESULTS: A total of 56 patients with a mean age of 8±3 years (range 2 to 15) were prospectively enrolled in this study. Parent-reported PROMIS Upper Extremity scores showed a significant increase from 24.9 (95% confidence interval=20.8-29.1) at enrollment to 51.6 (95% confidence interval=50.8-52.5) at 3 months follow-up (P<0.001). Results of the satisfaction survey (n=39) showed all parents were either very satisfied (85%) or satisfied (15%). In addition, 10% of parents would have initially preferred to come into clinic for cast removal and 90% of parents would prefer this new treatment plan in the future. Patients in the abbreviated care cohort returned to clinic for a median 1 in-person visits, compared with 2 for historical controls (n=183, P<0.001). Abbreviated care patients received fewer (1.0) radiographs than controls (2.0, P<0.001). Complication rate did not differ between the groups (P=0.77). CONCLUSIONS: Complete and stable, nonminimally or minimally displaced UE fractures can be cared for safely and effectively in a single in-person visit, with a telemedicine cast removal visit. Parents are satisfied with this abbreviated protocol and prefer it to additional in-person visits. LEVEL OF EVIDENCE: Level III.


Assuntos
COVID-19 , Adolescente , Criança , Pré-Escolar , Hospitais , Humanos , Estudos Longitudinais , Pacientes Ambulatoriais , Pandemias/prevenção & controle , Estudos Prospectivos , SARS-CoV-2 , Extremidade Superior
4.
Int J Mol Sci ; 22(11)2021 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-34072295

RESUMO

Trypsin-like proteases (TLPs) belong to a family of serine enzymes with primary substrate specificities for the basic residues, lysine and arginine, in the P1 position. Whilst initially perceived as soluble enzymes that are extracellularly secreted, a number of novel TLPs that are anchored in the cell membrane have since been discovered. Muco-obstructive lung diseases (MucOLDs) are characterised by the accumulation of hyper-concentrated mucus in the small airways, leading to persistent inflammation, infection and dysregulated protease activity. Although neutrophilic serine proteases, particularly neutrophil elastase, have been implicated in the propagation of inflammation and local tissue destruction, it is likely that the serine TLPs also contribute to various disease-relevant processes given the roles that a number of these enzymes play in the activation of both the epithelial sodium channel (ENaC) and protease-activated receptor 2 (PAR2). More recently, significant attention has focused on the activation of viruses such as SARS-CoV-2 by host TLPs. The purpose of this review was to highlight key TLPs linked to the activation of ENaC and PAR2 and their association with airway dehydration and inflammatory signalling pathways, respectively. The role of TLPs in viral infectivity will also be discussed in the context of the inhibition of TLP activities and the potential of these proteases as therapeutic targets.


Assuntos
COVID-19/enzimologia , Pneumopatias Obstrutivas/enzimologia , SARS-CoV-2/metabolismo , Tripsina/metabolismo , Animais , COVID-19/patologia , Canais Epiteliais de Sódio/metabolismo , Humanos , Pneumopatias Obstrutivas/patologia , Receptor PAR-2/metabolismo
5.
Int J Mol Sci ; 22(12)2021 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-34198546

RESUMO

Chronic obstructive pulmonary disease (COPD) is a debilitating heterogeneous disease characterised by unregulated proteolytic destruction of lung tissue mediated via a protease-antiprotease imbalance. In COPD, the relationship between the neutrophil serine protease, neutrophil elastase, and its endogenous inhibitor, alpha-1-antitrypsin (AAT) is the best characterised. AAT belongs to a superfamily of serine protease inhibitors known as serpins. Advances in screening technologies have, however, resulted in many members of the serpin superfamily being identified as having differential expression across a multitude of chronic lung diseases compared to healthy individuals. Serpins exhibit a unique suicide-substrate mechanism of inhibition during which they undergo a dramatic conformational change to a more stable form. A limitation is that this also renders them susceptible to disease-causing mutations. Identification of the extent of their physiological/pathological role in the airways would allow further expansion of knowledge regarding the complexity of protease regulation in the lung and may provide wider opportunity for their use as therapeutics to aid the management of COPD and other chronic airways diseases.


Assuntos
Doença Pulmonar Obstrutiva Crônica/metabolismo , Serina Proteases/metabolismo , Serpinas/metabolismo , Animais , Modelos Animais de Doenças , Humanos , Doença Pulmonar Obstrutiva Crônica/patologia , Doença Pulmonar Obstrutiva Crônica/fisiopatologia , Serpinas/química , Serpinas/uso terapêutico
6.
Rheumatology (Oxford) ; 59(1): 57-68, 2020 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-31628481

RESUMO

Osteoarthritis (OA) is the most prevalent of the musculoskeletal conditions and represents a significant public health burden. While degeneration of articular cartilage is a key feature, it is now increasingly recognized as a complex condition affecting the whole joint, with synovial inflammation present in a significant proportion of patients. As a secretory tissue, the OA synovium is a rich source of both soluble inflammatory mediators and extracellular vesicles, including exosomes, which have been implicated in cell-cell communication. Exosome cargo has been found to include proteins, lipids and various RNA subtypes such as mRNA and miRNA, potentially capable of regulating gene expression in target cells and tissues. Profiling of exosome cargo and understanding effects on cartilage could elucidate novel regulatory mechanisms within the joint, providing insight for targeted treatment. The aim of this article is to review current literature on exosome biology, highlighting the relevance and application for OA pathogenesis.


Assuntos
Comunicação Celular/fisiologia , Exossomos/fisiologia , Osteoartrite/metabolismo , Cartilagem Articular/metabolismo , Humanos , Mediadores da Inflamação/metabolismo , Membrana Sinovial/metabolismo
7.
FASEB J ; 33(2): 2759-2769, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30307771

RESUMO

Preeclampsia (PE) is a common cause of maternal morbidity, characterized by impaired trophoblast invasion and spiral artery transformation resulting in progressive uteroplacental hypoxia. Given the primary role of LIN28A and LIN28B in modulating cell metabolism, differentiation, and invasion, we hypothesized that LIN28A and/or LIN28B regulates trophoblast differentiation and invasion, and that its dysregulation may contribute to PE. Here we show that LIN28B is expressed ∼1300-fold higher than LIN28A in human term placenta and is the predominant paralog expressed in primary human trophoblast cultures. The expression of LIN28B mRNA and protein levels are significantly reduced in gestational age-matched preeclamptic vs. normal placentas, whereas LIN28A expression is not different. First trimester human placental sections displayed stronger LIN28B immunoreactivity in extravillous (invasive) cytotrophoblasts and syncytial sprouts vs. villous trophoblasts. LIN28B overexpression increased HTR8 cell proliferation, migration, and invasion, whereas LIN28B knockdown in JEG3 cells reduced cell proliferation. Moreover, LIN28B knockdown in JEG3 cells suppressed syncytin 1 (SYN-1), apelin receptor early endogenous ligand (ELABELA), and the chromosome 19 microRNA cluster, and increased mRNA expression of ITGß4 and TNF-α. Incubation of BeWo and JEG3 cells under hypoxia significantly decreased expression of LIN28B and LIN28A, SYN-1, and ELABELA, whereas TNF-α is increased. These results provide the first evidence that LIN28B is the predominant paralog in human placenta and that decreased LIN28B may play a role in PE by reducing trophoblast invasion and syncytialization, and by promoting inflammation.-Canfield, J., Arlier, S., Mong, E. F., Lockhart, J., VanWye, J., Guzeloglu-Kayisli, O., Schatz, F., Magness, R. R., Lockwood, C. J., Tsibris, J. C. M., Kayisli, U. A., Totary-Jain, H. Decreased LIN28B in preeclampsia impairs human trophoblast differentiation and migration.


Assuntos
Diferenciação Celular , Movimento Celular , Placenta/patologia , Pré-Eclâmpsia/patologia , Proteínas de Ligação a RNA/metabolismo , Trofoblastos/patologia , Adulto , Apoptose , Proliferação de Células , Células Cultivadas , Feminino , Feto/metabolismo , Feto/patologia , Idade Gestacional , Humanos , Masculino , Placenta/metabolismo , Pré-Eclâmpsia/metabolismo , Gravidez , Proteínas de Ligação a RNA/genética , Trofoblastos/metabolismo
8.
Echocardiography ; 37(7): 1101-1104, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32652546

RESUMO

Left-sided unguarded tricuspid valve disease with congenitally corrected transposition of the great arteries (ccTGA) is a rare cardiac malformation, only reported a few times in the literature. Two-dimensional echocardiography (2DE) uses standard views to diagnose tricuspid valve disease. Advanced imaging techniques, such as three-dimensional echocardiography, allow for simultaneous visualization of the tricuspid valve annulus and all leaflets. Three-dimensional echocardiography (3DE) may be useful in distinguishing unguarded tricuspid valve orifice from other forms of tricuspid valve disease.


Assuntos
Ecocardiografia Tridimensional , Transposição dos Grandes Vasos , Insuficiência da Valva Tricúspide , Transposição das Grandes Artérias Corrigida Congenitamente , Humanos , Transposição dos Grandes Vasos/diagnóstico por imagem , Valva Tricúspide/diagnóstico por imagem , Insuficiência da Valva Tricúspide/diagnóstico por imagem
9.
Arterioscler Thromb Vasc Biol ; 38(6): 1321-1332, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29724816

RESUMO

OBJECTIVE: Infantile hemangiomas (IHs) are the most common benign vascular neoplasms of infancy, characterized by a rapid growth phase followed by a spontaneous involution, or triggered by propranolol treatment by poorly understood mechanisms. LIN28/let-7 axis plays a central role in the regulation of stem cell self-renewal and tumorigenesis. However, the role of LIN28B/let-7 signaling in IH pathogenesis has not yet been elucidated. APPROACH AND RESULTS: LIN28B is highly expressed in proliferative IH and is less expressed in involuted and in propranolol-treated IH samples as measured by immunofluorescence staining and quantitative RT-PCR. Small RNA sequencing analysis of IH samples revealed a decrease in microRNAs that target LIN28B, including let-7, and an increase in microRNAs in the mir-498(46) cistron. Overexpression of LIN28B in HEK293 cells induced the expression of miR-516b in the mir-498(46) cistron. Propranolol treatment of induced pluripotent stem cells, which express mir-498(46) endogenously, reduced the expression of both LIN28B and mir-498(46) and increased the expression of let-7. Furthermore, propranolol treatment reduced the proliferation of induced pluripotent stem cells and induced epithelial-mesenchymal transition. CONCLUSIONS: This work uncovers the role of the LIN28B/let-7 switch in IH pathogenesis and provides a novel mechanism by which propranolol induces IH involution. Furthermore, it provides therapeutic implications for cancers in which the LIN28/let-7 pathway is imbalanced.


Assuntos
Antineoplásicos/farmacologia , Hemangioma/tratamento farmacológico , Células-Tronco Pluripotentes Induzidas/efeitos dos fármacos , MicroRNAs/metabolismo , Células-Tronco Neoplásicas/efeitos dos fármacos , Propranolol/farmacologia , Proteínas de Ligação a RNA/metabolismo , Transdução de Sinais/efeitos dos fármacos , Estudos de Casos e Controles , Proliferação de Células/efeitos dos fármacos , Senescência Celular/efeitos dos fármacos , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica , Células HEK293 , Hemangioma/genética , Hemangioma/metabolismo , Hemangioma/patologia , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Células-Tronco Pluripotentes Induzidas/patologia , MicroRNAs/genética , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neoplásicas/patologia , Proteínas de Ligação a RNA/genética
10.
Ann Rheum Dis ; 75(11): 1989-1997, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26698846

RESUMO

OBJECTIVE: Proteinase-activated receptor 2 (PAR2) deficiency protects against cartilage degradation in experimental osteoarthritis (OA). The wider impact of this pathway upon OA-associated pathologies such as osteophyte formation and pain is unknown. Herein, we investigated early temporal bone and cartilage changes in experimental OA in order to further elucidate the role of PAR2 in OA pathogenesis. METHODS: OA was induced in wild-type (WT) and PAR2-deficient (PAR2-/-) mice by destabilisation of the medial meniscus (DMM). Inflammation, cartilage degradation and bone changes were monitored using histology and microCT. In gene rescue experiments, PAR2-/- mice were intra-articularly injected with human PAR2 (hPAR2)-expressing adenovirus. Dynamic weight bearing was used as a surrogate of OA-related pain. RESULTS: Osteophytes formed within 7 days post-DMM in WT mice but osteosclerosis was only evident from 14 days post induction. Importantly, PAR2 was expressed in the proliferative/hypertrophic chondrocytes present within osteophytes. In PAR2-/- mice, osteophytes developed significantly less frequently but, when present, were smaller and of greater density; no osteosclerosis was observed in these mice up to day 28. The pattern of weight bearing was altered in PAR2-/- mice, suggesting reduced pain perception. The expression of hPAR2 in PAR2-/- mice recapitulated osteophyte formation and cartilage damage similar to that observed in WT mice. However, osteosclerosis was absent, consistent with lack of hPAR2 expression in subchondral bone. CONCLUSIONS: This study clearly demonstrates PAR2 plays a critical role, via chondrocytes, in osteophyte development and subchondral bone changes, which occur prior to PAR2-mediated cartilage damage. The latter likely occurs independently of OA-related bone changes.


Assuntos
Artrite Experimental/patologia , Osso e Ossos/patologia , Cartilagem Articular/patologia , Osteoartrite/patologia , Receptor PAR-2/metabolismo , Animais , Artralgia/etiologia , Artralgia/patologia , Artrite Experimental/etiologia , Condrócitos/metabolismo , Modelos Animais de Doenças , Humanos , Camundongos , Osteoartrite/etiologia , Osteócitos/metabolismo
11.
BMC Musculoskelet Disord ; 16: 46, 2015 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-25886361

RESUMO

BACKGROUND: We undertook the current study to assess whether an accelerometer-based physical activity monitor, the SenseWear Mini Armband (SMA), could be used to provide data on static arm elevation, and to assess the agreement between static arm elevation measures obtained using SMA-derived data and those obtained with a universal goniometer. METHODS: Using a universal goniometer, healthy adult subjects (n = 25, age 30 ± 9 years) had each of right and left arms positioned in a series of set positions between arm-by-side and maximal active arm flexion (anteversion), and arm-by-side and maximal active arm abduction. Subjects wore the SMA throughout positioning, and SMA accelerometer data was used to retrospectively calculate/derive arm elevation angle using a manufacturer-provided algorithm. The Bland-Altman method was used to assess agreement between goniometer-set and SMA-derived arm elevation angles. RESULTS: There were significant differences between goniometer-set and SMA-derived arm elevation angles for elevation angles ≤ 30 degrees and ≥ 90 degrees (p < 0.05). Bland-Altman plots showed that the greater the angle of elevation, the greater the mean difference between goniometer-set and SMA-derived elevation angles. Adjustment of the manufacturer-provided algorithm for deriving arm elevation angle corrected for this systematic difference, and resulted in 95% limits of agreement ± 12 degrees (flexion) and ± 13 degrees (abduction) across the full range of arm elevation. CONCLUSIONS: The SMA can be used to record data allowing derivation of static arm elevation angle in the upright position, 95% limits of agreement with the universal goniometer being similar to those reported for digital inclinometers and gyroscopes. Physiotherapists looking for innovative methods of recording upper limb range of motion should consider the potential of accelerometer-based physical activity monitors such as the SMA.


Assuntos
Actigrafia/instrumentação , Artrometria Articular/instrumentação , Extremidade Superior/fisiologia , Adulto , Algoritmos , Fenômenos Biomecânicos , Feminino , Voluntários Saudáveis , Humanos , Masculino , Postura , Valor Preditivo dos Testes , Amplitude de Movimento Articular , Reprodutibilidade dos Testes , Estudos Retrospectivos , Processamento de Sinais Assistido por Computador , Adulto Jovem
12.
APMIS ; 132(5): 336-347, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38379455

RESUMO

Recent evidence indicates that microbial biofilm aggregates inhabit the lungs of COPD patients and actively contribute towards chronic colonization and repeat infections. However, there are no contextually relevant complex biofilm models for COPD research. In this study, a meta-analysis of the lung microbiome in COPD was used to inform development of an optimized biofilm model composed of genera highly associated with COPD. Bioinformatic analysis showed that although diversity matrices of COPD microbiomes were similar to healthy controls, and internal compositions made it possible to accurately differentiate between these cohorts (AUC = 0.939). Genera that best defined these patients included Haemophilus, Moraxella and Streptococcus. Many studies fail to account for fungi; therefore, Candida albicans was included in the creation of an interkingdom biofilm model. These organisms formed a biofilm capable of tolerating high concentrations of antimicrobial therapies with no significant reductions in viability. However, combined therapies of antibiotics and an antifungal resulted in significant reductions in viable cells throughout the biofilm (p < 0.05). This biofilm model is representative of the COPD lung microbiome and results from in vitro antimicrobial challenge experiments indicate that targeting both bacteria and fungi in these interkingdom communities will be required for more positive clinical outcomes.


Assuntos
Anti-Infecciosos , Doença Pulmonar Obstrutiva Crônica , Humanos , Pulmão/microbiologia , Biofilmes , Bactérias
13.
Methods Mol Biol ; 2823: 193-223, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39052222

RESUMO

Archived tumor specimens are routinely preserved by formalin fixation and paraffin embedding. Despite the conventional wisdom that proteomics might be ineffective due to the cross-linking and pre-analytical variables, these samples have utility for both discovery and targeted proteomics. Building on this capability, proteomics approaches can be used to maximize our understanding of cancer biology and clinical relevance by studying preserved tumor tissues annotated with the patients' medical histories. Proteomics of formalin-fixed paraffin-embedded (FFPE) tissues also integrates with histological evaluation and molecular pathology strategies, so that additional collection of research biopsies or resected tumor aliquots is not needed. The acquisition of data from the same tumor sample also overcomes concerns about biological variation between samples due to intratumoral heterogeneity. However, the protein extraction and proteomics sample preparation from FFPE samples can be onerous, particularly for small (i.e., limited or precious) samples. Therefore, we provide a protocol for a recently introduced kit-based EasyPep method with benchmarking against a modified version of the well-established filter-aided sample preparation strategy using laser-capture microdissected lung adenocarcinoma tissues from a genetically engineered mouse model. This model system allows control over the tumor preparation and pre-analytical variables while also supporting the development of methods for spatial proteomics to examine intratumoral heterogeneity. Data are posted in ProteomeXchange (PXD045879).


Assuntos
Formaldeído , Inclusão em Parafina , Proteômica , Fixação de Tecidos , Proteômica/métodos , Inclusão em Parafina/métodos , Fixação de Tecidos/métodos , Formaldeído/química , Animais , Camundongos , Humanos , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/genética , Microdissecção e Captura a Laser/métodos , Neoplasias/patologia , Neoplasias/metabolismo , Neoplasias/genética , Adenocarcinoma de Pulmão/patologia , Adenocarcinoma de Pulmão/metabolismo
14.
Phys Med Rehabil Clin N Am ; 34(2): 427-451, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-37003662

RESUMO

Scapular dyskinesis, the impairment of optimal scapular position and motion, is common in association with shoulder injury. A comprehensive evaluation process can show the causative factors and lead to effective treatment protocols. The complexity of scapular motion and the integrated relationship between the scapula, humerus, trunk, and legs suggest a need to develop rehabilitation programs that involve all segments working as a unit rather than isolated components. This is best accomplished with an integrated rehabilitation approach that includes rectifying deficits in mobility, strength, and motor control but not overtly focusing on any one area.


Assuntos
Discinesias , Lesões do Ombro , Humanos , Escápula/lesões , Lesões do Ombro/complicações , Discinesias/etiologia , Discinesias/reabilitação , Fenômenos Biomecânicos , Amplitude de Movimento Articular
15.
NPJ Precis Oncol ; 7(1): 68, 2023 Jul 18.
Artigo em Inglês | MEDLINE | ID: mdl-37464050

RESUMO

Preclinical genetically engineered mouse models (GEMMs) of lung adenocarcinoma are invaluable for investigating molecular drivers of tumor formation, progression, and therapeutic resistance. However, histological analysis of these GEMMs requires significant time and training to ensure accuracy and consistency. To achieve a more objective and standardized analysis, we used machine learning to create GLASS-AI, a histological image analysis tool that the broader cancer research community can utilize to grade, segment, and analyze tumors in preclinical models of lung adenocarcinoma. GLASS-AI demonstrates strong agreement with expert human raters while uncovering a significant degree of unreported intratumor heterogeneity. Integrating immunohistochemical staining with high-resolution grade analysis by GLASS-AI identified dysregulation of Mapk/Erk signaling in high-grade lung adenocarcinomas and locally advanced tumor regions. Our work demonstrates the benefit of employing GLASS-AI in preclinical lung adenocarcinoma models and the power of integrating machine learning and molecular biology techniques for studying the molecular pathways that underlie cancer progression.

16.
Cell Host Microbe ; 31(7): 1185-1199.e10, 2023 07 12.
Artigo em Inglês | MEDLINE | ID: mdl-37315561

RESUMO

Hemochorial placentas have evolved defense mechanisms to prevent the vertical transmission of viruses to the immunologically underdeveloped fetus. Unlike somatic cells that require pathogen-associated molecular patterns to stimulate interferon production, placental trophoblasts constitutively produce type III interferons (IFNL) through an unknown mechanism. We demonstrate that transcripts of short interspersed nuclear elements (SINEs) embedded in miRNA clusters within the placenta trigger a viral mimicry response that induces IFNL and confers antiviral protection. Alu SINEs within primate-specific chromosome 19 (C19MC) and B1 SINEs within rodent-specific microRNA cluster on chromosome 2 (C2MC) produce dsRNAs that activate RIG-I-like receptors (RLRs) and downstream IFNL production. Homozygous C2MC knockout mouse trophoblast stem (mTS) cells and placentas lose intrinsic IFN expression and antiviral protection, whereas B1 RNA overexpression restores C2MCΔ/Δ mTS cell viral resistance. Our results uncover a convergently evolved mechanism whereby SINE RNAs drive antiviral resistance in hemochorial placentas, placing SINEs as integral players in innate immunity.


Assuntos
MicroRNAs , Animais , Camundongos , Feminino , Gravidez , MicroRNAs/genética , Placenta , Interferon lambda , Antivirais , Elementos Nucleotídeos Curtos e Dispersos
17.
Ann Rheum Dis ; 71(9): 1559-66, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22563031

RESUMO

OBJECTIVE: Proteinase-activated receptor-2 (PAR(2)) has been implicated in inflammatory articular pathology. Using the collagen-induced arthritis model (CIA) the authors have explored the capacity of PAR(2) to regulate adaptive immune pathways that could promote autoimmune mediated articular damage. METHODS: Using PAR(2) gene deletion and other approaches to inhibit or prevent PAR(2) activation, the development and progression of CIA were assessed via clinical and histological scores together with ex vivo immune analyses. RESULTS: The progression of CIA, assessed by arthritic score and histological assessment of joint damage, was significantly (p<0.0001) abrogated in PAR(2) deficient mice or in wild-type mice administered either a PAR(2) antagonist (ENMD-1068) or a PAR(2) neutralising antibody (SAM11). Lymph node derived cell suspensions from PAR(2) deficient mice were found to produce significantly less interleukin (IL)-17 and IFNγ in ex vivo recall collagen stimulation assays compared with wild-type littermates. In addition, substantial inhibition of TNFα, IL-6, IL-1ß and IL-12 along with GM-CSF and MIP-1α was observed. However, spleen and lymph node histology did not differ between groups nor was any difference detected in draining lymph node cell subsets. Anticollagen antibody titres were significantly lower in PAR(2) deficient mice. CONCLUSION: These data support an important role for PAR(2) in the pathogenesis of CIA and suggest an immunomodulatory role for this receptor in an adaptive model of inflammatory arthritis. PAR(2) antagonism may offer future potential for the management of inflammatory arthritides in which a proteinase rich environment prevails.


Assuntos
Artrite Experimental/metabolismo , Artrite Reumatoide/metabolismo , Fatores Imunológicos/metabolismo , Receptor PAR-2/metabolismo , Animais , Artrite Experimental/imunologia , Artrite Experimental/patologia , Artrite Reumatoide/patologia , Citometria de Fluxo , Fatores Imunológicos/imunologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos DBA , Camundongos Knockout , Receptor PAR-2/imunologia
18.
Rheumatol Int ; 32(10): 3077-86, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21913036

RESUMO

Protease-activated receptor-2 (PAR-2) is known to be pro-inflammatory and increasing evidence points to an inflammatory component in osteoarthritis. This investigation examined the relationship between synovitis and PAR-2 expression, histological and immunohistochemical analysis being performed on synovial samples obtained from OA and RA patients, along with non-arthritic samples obtained by post mortem (PM). Samples were also analysed for PAR-4 expression, this receptor also having putative pro-inflammatory roles. Analysis involved comparison of inflammatory indices (synovial thickness and monocyte infiltration) with expression of PAR-2 and PAR-4. Synovial explants were also analysed for TNFα generation in the presence of a PAR-2 antagonist (ENMD-1068) or vehicle. OA synovia showed heterogeneity of inflammatory indicators, some samples overlapping with those from the RA cohort whilst others appeared similar to the PM cohort. PAR-2 expression, both in the lining layer and the interstitium, correlated strongly and significantly with synovial thickness (r = 0.91) and monocyte infiltration (r = 0.83), respectively (P < 0.001 in both cases), and this remains significant on individual cohort analysis. PAR-2 was co-localised to CD3 and CD68 cells in RA and OA synovium as well as fibroblasts derived from these synovia. PAR-4 was also expressed, but the relationship with inflammatory indicators was substantially weaker. Inflammatory indicators in OA synovia showed considerable variability, but correlated strongly with PAR-2 expression, suggesting PAR-2 upregulation in synovitis. Heterogeneity of inflammatory indicators was paralleled by wide variation in TNFα generation between samples. Secretion of this cytokine was dose-dependently inhibited by ENMD-1068, providing evidence of a functional role for PAR-2 in promoting synovitis.


Assuntos
Artrite Reumatoide/metabolismo , Mediadores da Inflamação/metabolismo , Osteoartrite/metabolismo , Receptor PAR-2/metabolismo , Membrana Sinovial/metabolismo , Sinovite/metabolismo , Idoso , Artrite Reumatoide/imunologia , Artrite Reumatoide/patologia , Células Cultivadas , Relação Dose-Resposta a Droga , Feminino , Humanos , Imuno-Histoquímica , Masculino , Pessoa de Meia-Idade , Osteoartrite/imunologia , Osteoartrite/patologia , Piperazinas/farmacologia , Receptor PAR-2/antagonistas & inibidores , Receptores de Trombina/metabolismo , Membrana Sinovial/efeitos dos fármacos , Membrana Sinovial/imunologia , Membrana Sinovial/patologia , Sinovite/imunologia , Sinovite/patologia , Fator de Necrose Tumoral alfa/metabolismo
19.
J Vis Exp ; (185)2022 07 06.
Artigo em Inglês | MEDLINE | ID: mdl-35876542

RESUMO

Osteoarthritis is the most prevalent musculoskeletal disease in people over 45, leading to an increasing economic and societal cost. Animal models are used to mimic many aspects of the disease. The present protocol describes the destabilization and cartilage scratch model (DCS) of post-traumatic osteoarthritis. Based on the widely used destabilization of the medial meniscus (DMM) model, DCS introduces three scratches on the cartilage surface. The current article highlights the steps to destabilize the knee by transecting the medial meniscotibial ligament followed by three intentional superficial scratches on the articular cartilage. The possible analysis methods by dynamic weight-bearing, microcomputed tomography, and histology are also demonstrated. While the DCS model is not recommended for studies that focus on the effect of osteoarthritis on the cartilage, it enables the study of osteoarthritis development in a shorter time window, with special focus on (1) osteophyte formation, (2) osteoarthritic and injury pain, and (3) the effect of cartilage damage in the whole joint.


Assuntos
Cartilagem Articular , Osteoartrite , Animais , Cartilagem Articular/diagnóstico por imagem , Modelos Animais de Doenças , Humanos , Meniscos Tibiais/diagnóstico por imagem , Meniscos Tibiais/cirurgia , Camundongos , Osteoartrite/diagnóstico por imagem , Osteoartrite/etiologia , Osteoartrite/patologia , Microtomografia por Raio-X
20.
Arthritis Rheum ; 62(7): 1955-66, 2010 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-20506309

RESUMO

OBJECTIVE: Increasing evidence implicates serine proteinases in pathologic tissue turnover. The aim of this study was to assess the role of the transmembrane serine proteinase matriptase in cartilage destruction in osteoarthritis (OA). METHODS: Serine proteinase gene expression in femoral head cartilage obtained from either patients with hip OA or patients with fracture to the neck of the femur (NOF) was assessed using a low-density array. The effect of matriptase on collagen breakdown was determined in cartilage degradation models, while the effect on matrix metalloproteinase (MMP) expression was analyzed by real-time polymerase chain reaction. ProMMP processing was determined using sodium dodecyl sulfate-polyacrylamide gel electrophoresis/N-terminal sequencing, while its ability to activate proteinase-activated receptor 2 (PAR-2) was determined using a synovial perfusion assay in mice. RESULTS: Matriptase gene expression was significantly elevated in OA cartilage compared with NOF cartilage, and matriptase was immunolocalized to OA chondrocytes. We showed that matriptase activated proMMP-1 and processed proMMP-3 to its fully active form. Exogenous matriptase significantly enhanced cytokine-stimulated cartilage collagenolysis, while matriptase alone caused significant collagenolysis from OA cartilage, which was metalloproteinase-dependent. Matriptase also induced MMP-1, MMP-3, and MMP-13 gene expression. Synovial perfusion data confirmed that matriptase activates PAR-2, and we demonstrated that matriptase-dependent enhancement of collagenolysis from OA cartilage is blocked by PAR-2 inhibition. CONCLUSION: Elevated matriptase expression in OA and the ability of matriptase to activate selective proMMPs as well as induce collagenase expression make this serine proteinase a key initiator and inducer of cartilage destruction in OA. We propose that the indirect effects of matriptase are mediated by PAR-2, and a more detailed understanding of these mechanisms may highlight important new therapeutic targets for OA treatment.


Assuntos
Cartilagem Articular/enzimologia , Condrócitos/enzimologia , Matriz Extracelular/metabolismo , Metaloproteinases da Matriz/metabolismo , Osteoartrite do Quadril/enzimologia , Serina Endopeptidases/metabolismo , Animais , Bovinos , Fraturas do Colo Femoral/metabolismo , Regulação Enzimológica da Expressão Gênica , Humanos , Metaloproteinases da Matriz/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Proteínas Secretadas Inibidoras de Proteinases/genética , Proteínas Secretadas Inibidoras de Proteinases/metabolismo , Receptor PAR-2/metabolismo , Serina Endopeptidases/genética
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