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1.
Proc Natl Acad Sci U S A ; 119(43): e2123187119, 2022 10 25.
Article in English | MEDLINE | ID: mdl-36252035

ABSTRACT

Disruption of alveolar type 2 cell (AEC2) protein quality control has been implicated in chronic lung diseases, including pulmonary fibrosis (PF). We previously reported the in vivo modeling of a clinical surfactant protein C (SP-C) mutation that led to AEC2 endoplasmic reticulum (ER) stress and spontaneous lung fibrosis, providing proof of concept for disruption to proteostasis as a proximal driver of PF. Using two clinical SP-C mutation models, we have now discovered that AEC2s experiencing significant ER stress lose quintessential AEC2 features and develop a reprogrammed cell state that heretofore has been seen only as a response to lung injury. Using single-cell RNA sequencing in vivo and organoid-based modeling, we show that this state arises de novo from intrinsic AEC2 dysfunction. The cell-autonomous AEC2 reprogramming can be attenuated through inhibition of inositol-requiring enzyme 1 (IRE1α) signaling as the use of an IRE1α inhibitor reduced the development of the reprogrammed cell state and also diminished AEC2-driven recruitment of granulocytes, alveolitis, and lung injury. These findings identify AEC2 proteostasis, and specifically IRE1α signaling through its major product XBP-1, as a driver of a key AEC2 phenotypic change that has been identified in lung fibrosis.


Subject(s)
Alveolar Epithelial Cells , Cellular Reprogramming , Lung Injury , Membrane Proteins , Protein Serine-Threonine Kinases , Pulmonary Fibrosis , Alveolar Epithelial Cells/metabolism , Endoplasmic Reticulum Stress , Endoribonucleases/genetics , Endoribonucleases/metabolism , Inositol/metabolism , Lung Injury/pathology , Protein Serine-Threonine Kinases/genetics , Proteostasis , Pulmonary Fibrosis/genetics , Membrane Proteins/genetics , Pulmonary Surfactant-Associated Protein C/metabolism
2.
J Med Chem ; 64(21): 15549-15581, 2021 11 11.
Article in English | MEDLINE | ID: mdl-34709814

ABSTRACT

The oxycyclohexyl acid BMS-986278 (33) is a potent lysophosphatidic acid receptor 1 (LPA1) antagonist, with a human LPA1 Kb of 6.9 nM. The structure-activity relationship (SAR) studies starting from the LPA1 antagonist clinical compound BMS-986020 (1), which culminated in the discovery of 33, are discussed. The detailed in vitro and in vivo preclinical pharmacology profiles of 33, as well as its pharmacokinetics/metabolism profile, are described. On the basis of its in vivo efficacy in rodent chronic lung fibrosis models and excellent overall ADME (absorption, distribution, metabolism, excretion) properties in multiple preclinical species, 33 was advanced into clinical trials, including an ongoing Phase 2 clinical trial in patients with lung fibrosis (NCT04308681).


Subject(s)
Drug Discovery , Pulmonary Fibrosis/drug therapy , Receptors, Lysophosphatidic Acid/antagonists & inhibitors , Animals , Dose-Response Relationship, Drug , Male , Mice , Molecular Structure , Pulmonary Fibrosis/metabolism , Rats , Rats, Sprague-Dawley , Receptors, Lysophosphatidic Acid/metabolism , Structure-Activity Relationship
3.
Hepatol Commun ; 4(9): 1302-1315, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32923834

ABSTRACT

CHS-131 is a selective peroxisome proliferator-activated receptor gamma modulator with antidiabetic effects and less fluid retention and weight gain compared to thiazolidinediones in phase II clinical trials. We investigated the effects of CHS-131 on metabolic parameters and liver histopathology in a diet-induced obese (DIO) and biopsy-confirmed mouse model of nonalcoholic steatohepatitis (NASH). Male C57BL/6JRj mice were fed the amylin liver NASH diet (40% fat with trans-fat, 20% fructose, and 2% cholesterol). After 36 weeks, only animals with biopsy-confirmed steatosis and fibrosis were included and stratified into treatment groups (n = 12-13) to receive for the next 12 weeks (1) low-dose CHS-131 (10 mg/kg), (2) high-dose CHS-131 (30 mg/kg), or (3) vehicle. Metabolic parameters, liver pathology, metabolomics/lipidomics, markers of liver function and liver, and subcutaneous and visceral adipose tissue gene expression profiles were assessed. CHS-131 did not affect body weight, fat mass, lean mass, water mass, or food intake in DIO-NASH mice with fibrosis. CHS-131 improved fasting insulin levels and insulin sensitivity as assessed by the intraperitoneal insulin tolerance test. CHS-131 improved total plasma cholesterol, triglycerides, alanine aminotransferase, and aspartate aminotransferase and increased plasma adiponectin levels. CHS-131 (high dose) improved liver histology and markers of hepatic fibrosis. DIO-NASH mice treated with CHS-131 demonstrated a hepatic shift to diacylglycerols and triacylglycerols with a lower number of carbons, increased expression of genes stimulating fatty acid oxidation and browning, and decreased expression of genes promoting fatty acid synthesis, triglyceride synthesis, and inflammation in adipose tissue. Conclusion: CHS-131 improves liver histology in a DIO and biopsy-confirmed mouse model of NASH by altering the hepatic lipidome, reducing insulin resistance, and improving lipid metabolism and inflammation in adipose tissue.

4.
Chest ; 154(5): 1061-1069, 2018 11.
Article in English | MEDLINE | ID: mdl-30201408

ABSTRACT

BACKGROUND: Idiopathic pulmonary fibrosis (IPF) causes irreversible loss of lung function. The lysophosphatidic acid receptor 1 (LPA1) pathway is implicated in IPF etiology. Safety and efficacy of BMS-986020, a high-affinity LPA1 antagonist, was assessed vs placebo in a phase 2 study in patients with IPF. METHODS: IM136003 was a phase 2, parallel-arm, multicenter, randomized, double-blind, placebo-controlled trial. Adults with IPF (FVC, 45%-90%; diffusing capacity for carbon monoxide, 30%-80%) were randomized to receive placebo or 600 mg BMS-986020 (once daily [qd] or bid) for 26 weeks. The primary end point was rate of change in FVC from baseline to week 26. RESULTS: Of 143 randomized patients, 108 completed the 26-week dosing phase. Thirty-five patients discontinued prematurely. Patient baseline characteristics were similar between treatment groups (placebo: n = 47; 600 mg qd: n = 48; 600 mg bid: n = 48). Patients treated with BMS-986020 bid experienced a significantly slower rate of decline in FVC vs placebo (-0.042 L; 95% CI, -0.106 to -0.022 vs -0.134 L; 95% CI, -0.201 to -0.068, respectively; P = .049). Dose-related elevations in hepatic enzymes were observed in both BMS-986020 treatment groups. The study was terminated early because of three cases of cholecystitis that were determined to be related to BMS-986020 after unblinding. CONCLUSIONS: BMS-986020 600 mg bid treatment for 26 weeks vs placebo significantly slowed the rate of FVC decline. Both regimens of BMS-986020 were associated with elevations in hepatic enzymes. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT01766817; URL: www.clinicaltrials.gov.


Subject(s)
Cholecystitis , Idiopathic Pulmonary Fibrosis , Liver Function Tests , Receptors, Lysophosphatidic Acid/antagonists & inhibitors , Respiratory System Agents , Vital Capacity/drug effects , Aged , Aged, 80 and over , Cholecystitis/chemically induced , Cholecystitis/diagnosis , Dose-Response Relationship, Drug , Double-Blind Method , Early Termination of Clinical Trials , Female , Humans , Idiopathic Pulmonary Fibrosis/diagnosis , Idiopathic Pulmonary Fibrosis/drug therapy , Idiopathic Pulmonary Fibrosis/physiopathology , Liver Function Tests/statistics & numerical data , Male , Middle Aged , Outcome and Process Assessment, Health Care , Respiratory Function Tests/methods , Respiratory System Agents/administration & dosage , Respiratory System Agents/adverse effects
5.
Sci Rep ; 8(1): 12414, 2018 08 17.
Article in English | MEDLINE | ID: mdl-30120271

ABSTRACT

Fibrosis, resulted from the imbalance of fibrogenesis and fibrolysis, is a key readout of disease progression in nonalcoholic steatohepatitis (NASH) and reflects mortality risk. Non-invasive biomarkers capable of diagnosing fibrosis stages and monitoring fibrosis changes in NASH patients are urgently needed. This study is to evaluate collagen formation and degradation biomarkers, reflective of fibrogenesis or fibrolysis, in patients with biopsy proven NASH. Collagen formation biomarker PRO-C3 and PRO-C6 levels were significantly higher in patients with advanced fibrosis stage 3-4 than those with fibrosis stage 0-2. Elevated PRO-C3 levels were also associated with severe lobular inflammation and ballooning, but not with steatosis. Multivariate logistic regression analysis identified PRO-C3 and PRO-C6 to be independently related to fibrosis stage. PRO-C3 showed similar performance to identify patients with advanced fibrosis in discovery and validation cohorts. Furthermore, in a longitudinal study cohort with paired biopsies, mean PRO-C3 increased with worsening of fibrosis and decreased with fibrosis improvement. The results suggest that PRO-C3 may be a potentially useful biomarker in identifying patients with advanced fibrosis and active fibrogenesis, as well as in assessing changes in fibrosis over time. It is worthy of further evaluation to confirm its diagnostic value and clinical utility.


Subject(s)
Collagen/metabolism , Non-alcoholic Fatty Liver Disease/etiology , Non-alcoholic Fatty Liver Disease/metabolism , Biomarkers , Biopsy , Cross-Sectional Studies , Female , Fibrosis , Humans , Longitudinal Studies , Male , Non-alcoholic Fatty Liver Disease/pathology , Severity of Illness Index
6.
Diabetes Care ; 41(1): 128-135, 2018 01.
Article in English | MEDLINE | ID: mdl-29118060

ABSTRACT

OBJECTIVE: To determine whether biomarkers of inflammation and endothelial dysfunction are associated with the development of kidney dysfunction and the time frame of their association. RESEARCH DESIGN AND METHODS: Biomarkers were measured at four time points during 28 years of treatment and follow-up in patients with type 1 diabetes in the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) cohort. In addition to traditional biomarkers of inflammation (C-reactive protein and fibrinogen), we measured interleukin-6 (IL-6) and soluble tumor necrosis factor receptors 1 and 2 (sTNFR-1/2), markers of endothelial dysfunction (soluble intracellular adhesion molecule-1, vascular cell adhesion molecule-1, and E-selectin [sE-selectin]), and fibrinolysis (total and active plasminogen activator inhibitor-1 [PAI-1]). Renal outcomes were defined as progression to incident chronic kidney disease (stage 3 or more severe) or macroalbuminuria (albumin excretion rate ≥300 mg/24 h). Prospective multivariate event-time analyses were used to determine the association of each biomarker with each subsequent event within prespecified intervals (3-year and 10-year windows). RESULTS: Multivariate event-time models indicated that several markers of inflammation (sTNFR-1/2), endothelial dysfunction (sE-selectin), and clotting/fibrinolysis (fibrinogen and PAI-1) are significantly associated with subsequent development of kidney dysfunction. Although some markers showed variations in the associations between the follow-up windows examined, the results indicate that biomarkers (sTNFR-1/2, sE-selectin, PAI-1, and fibrinogen) are associated with progression to chronic kidney disease in both the 3-year and the 10-year windows. CONCLUSIONS: Plasma markers of inflammation, endothelial dysfunction, and clotting/fibrinolysis are associated with progression to kidney dysfunction in type 1 diabetes during both short-term and long-term follow-up.


Subject(s)
Biomarkers/blood , Diabetes Complications/blood , Diabetes Complications/diagnosis , Diabetes Mellitus, Type 1/blood , Disease Progression , Kidney Diseases/blood , Adult , Blood Coagulation , C-Reactive Protein/metabolism , Cholesterol/blood , Cross-Sectional Studies , E-Selectin/blood , Female , Fibrinogen/metabolism , Fibrinolysis , Follow-Up Studies , Glycated Hemoglobin/metabolism , Humans , Inflammation/blood , Intercellular Adhesion Molecule-1/blood , Interleukin-6/blood , Kidney Diseases/diagnosis , Male , Middle Aged , Plasminogen Activator Inhibitor 1/blood , Prospective Studies , Receptors, Tumor Necrosis Factor, Type I/blood , Receptors, Tumor Necrosis Factor, Type II/blood , Triglycerides/blood , Vascular Cell Adhesion Molecule-1/blood , Young Adult
7.
CPT Pharmacometrics Syst Pharmacol ; 6(10): 695-704, 2017 10.
Article in English | MEDLINE | ID: mdl-28699195

ABSTRACT

Recently, the US Food and Drug Administration (FDA) approved the first two drugs (pirfenidone and nintedanib) indicated for the treatment of idiopathic pulmonary fibrosis (IPF). The purpose of this analysis was to leverage publicly available data to quantify comparative efficacy of compounds that are approved or in development. An analysis-ready database was developed, and the analysis dataset is composed of summary-level data from 43 arms in 20 trials, with treatment durations ranging from 8-104 weeks. A hierarchical multivariable regression model with nonparametric placebo estimation was used to fit the longitudinal profile of change from baseline of percent predicted forced vital capacity (%predicted FVC) data. Pirfenidone and nintedanib were the only drugs identified to have significant estimated positive treatment effects. Model simulations were performed to further evaluate the covariate and time course of treatment effects on longitudinal change from baseline %predicted FVC to inform future trial designs and support decision making.


Subject(s)
Idiopathic Pulmonary Fibrosis/drug therapy , Indoles/therapeutic use , Pyridones/therapeutic use , Humans , Models, Statistical , Regression Analysis , Treatment Outcome , Vital Capacity
8.
Chest ; 151(5): 971-981, 2017 05.
Article in English | MEDLINE | ID: mdl-27890713

ABSTRACT

BACKGROUND: Despite Food and Drug Administration approval of 2 new drugs for idiopathic pulmonary fibrosis (IPF), curative therapies remain elusive and mortality remains high. Preclinical and clinical data support the safety of human mesenchymal stem cells as a potential novel therapy for this fatal condition. The Allogeneic Human Cells (hMSC) in patients with Idiopathic Pulmonary Fibrosis via Intravenous Delivery (AETHER) trial was the first study designed to evaluate the safety of a single infusion of bone marrow-derived mesenchymal stem cells in patients with idiopathic pulmonary fibrosis. METHODS: Nine patients with mild to moderate IPF were sequentially assigned to 1 of 3 cohorts and dosed with a single IV infusion of 20, 100, or 200 × 106 human bone marrow-derived mesenchymal stem cells per infusion from young, unrelated, men. All baseline patient data were reviewed by a multidisciplinary study team to ensure accurate diagnosis. The primary end point was the incidence (at week 4 postinfusion) of treatment-emergent serious adverse events, defined as the composite of death, nonfatal pulmonary embolism, stroke, hospitalization for worsening dyspnea, and clinically significant laboratory test abnormalities. Safety was assessed until week 60 and additionally 28 days thereafter. Secondary efficacy end points were exploratory and measured disease progression. RESULTS: No treatment-emergent serious adverse events were reported. Two nontreatment-related deaths occurred because of progression of IPF (disease worsening and/or acute exacerbation). By 60 weeks postinfusion, there was a 3.0% mean decline in % predicted FVC and 5.4% mean decline in % predicted diffusing capacity of the lungs for carbon monoxide. CONCLUSIONS: Data from this trial support the safety of a single infusion of human mesenchymal stem cells in patients with mild-moderate IPF. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT02013700; URL: www.clinicaltrials.gov.


Subject(s)
Idiopathic Pulmonary Fibrosis/therapy , Mesenchymal Stem Cell Transplantation/methods , Administration, Intravenous , Aged , Carbon Monoxide , Disease Progression , Dyspnea , Female , Hospitalization , Humans , Idiopathic Pulmonary Fibrosis/physiopathology , Male , Middle Aged , Mortality , Pulmonary Diffusing Capacity , Pulmonary Embolism/epidemiology , Stroke/epidemiology , Total Lung Capacity , Transplantation, Homologous , Vital Capacity , Walk Test
9.
Sci Rep ; 6: 19755, 2016 Jan 22.
Article in English | MEDLINE | ID: mdl-26797565

ABSTRACT

Idiopathic pulmonary fibrosis (IPF) is a lethal, chronic, progressive disease characterized by formation of scar tissue within the lungs. Because it is a disease of unknown etiology, it is difficult to diagnose, to predict disease course and to devise treatment strategies. Recent evidence suggests that activated macrophages play key roles in the pathology of IPF. Therefore, imaging probes that specifically recognize these pools of activated immune cells could provide valuable information about how these cells contribute to the pathobiology of the disease. Here we demonstrate that cysteine cathepsin-targeted imaging probes can be used to monitor the contribution of macrophages to fibrotic disease progression in the bleomycin-induced murine model of pulmonary fibrosis. Furthermore, we show that the probes highlight regions of macrophage involvement in fibrosis in human biopsy tissues from IPF patients. Finally, we present first-in-human results demonstrating non-invasive imaging of active cathepsins in fibrotic lesions of patients with IPF. Together, our findings validate small molecule cysteine cathepsin probes for clinical PET imaging and suggest that they have the potential to be used to generate mechanistically-informative molecular information regarding cellular drivers of IPF disease severity and progression.


Subject(s)
Cathepsins/metabolism , Diagnostic Imaging/methods , Idiopathic Pulmonary Fibrosis/diagnosis , Molecular Probes/metabolism , Animals , Bleomycin , Copper Radioisotopes , Disease Models, Animal , Disease Progression , Gallium Radioisotopes , Idiopathic Pulmonary Fibrosis/chemically induced , Idiopathic Pulmonary Fibrosis/immunology , Idiopathic Pulmonary Fibrosis/pathology , Lung/pathology , Macrophage Activation , Molecular Probes/chemistry , Optical Imaging , Positron-Emission Tomography
10.
J Transl Med ; 13: 249, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-26231702

ABSTRACT

BACKGROUND: The beneficial outcome associated with the use of proton pump inhibitors (PPIs) in idiopathic pulmonary fibrosis (IPF) has been reported in retrospective studies. To date, no prospective study has been conducted to confirm these outcomes. In addition, the potential mechanism by which PPIs improve measures of lung function and/or transplant-free survival in IPF has not been elucidated. METHODS: Here, we used biochemical, cell biological and preclinical studies to evaluate regulation of markers associated with inflammation and fibrosis. In our in vitro studies, we exposed primary lung fibroblasts, epithelial and endothelial cells to ionizing radiation or bleomycin; stimuli typically used to induce inflammation and fibrosis. In addition, we cultured lung fibroblasts from IPF patients and studied the effect of esomeprazole on collagen release. Our preclinical study tested efficacy of esomeprazole in a rat model of bleomycin-induced lung injury. Furthermore, we performed retrospective analysis of interstitial lung disease (ILD) databases to examine the effect of PPIs on transplant-free survival. RESULTS: The cell culture studies revealed that esomeprazole controls inflammation by suppressing the expression of pro-inflammatory molecules including vascular cell adhesion molecule-1, inducible nitric oxide synthase, tumor necrosis factor-alpha (TNF-α) and interleukins (IL-1ß and IL-6). The antioxidant effect is associated with strong induction of the stress-inducible cytoprotective protein heme oxygenase-1 (HO1) and the antifibrotic effect is associated with potent inhibition of fibroblast proliferation as well as downregulation of profibrotic proteins including receptors for transforming growth factor ß (TGFß), fibronectin and matrix metalloproteinases (MMPs). Furthermore, esomeprazole showed robust effect in mitigating the inflammatory and fibrotic responses in a murine model of acute lung injury. Finally, retrospective analysis of two ILD databases was performed to assess the effect of PPIs on transplant-free survival in IPF patients. Intriguingly, this data demonstrated that IPF patients on PPIs had prolonged survival over controls (median survival of 3.4 vs 2 years). CONCLUSIONS: Overall, these data indicate the possibility that PPIs may have protective function in IPF by directly modulating the disease process and suggest that they may have other clinical utility in the treatment of extra-intestinal diseases characterized by inflammatory and/or fibrotic phases.


Subject(s)
Esomeprazole/therapeutic use , Genetic Pleiotropy , Idiopathic Pulmonary Fibrosis/complications , Idiopathic Pulmonary Fibrosis/drug therapy , Pneumonia/complications , Pneumonia/drug therapy , Proton Pump Inhibitors/therapeutic use , Aged , Animals , Apoptosis/drug effects , Apoptosis/radiation effects , Biomarkers/blood , Bleomycin , Cell Proliferation/drug effects , Cell Proliferation/radiation effects , Cell Separation , Collagen/biosynthesis , Disease Models, Animal , Esomeprazole/pharmacology , Female , Fibroblasts/drug effects , Fibroblasts/pathology , Fibroblasts/radiation effects , Gene Expression Regulation/drug effects , Gene Expression Regulation/radiation effects , Humans , Idiopathic Pulmonary Fibrosis/blood , Idiopathic Pulmonary Fibrosis/genetics , Idiopathic Pulmonary Fibrosis/pathology , Lung/drug effects , Lung/pathology , Lung/radiation effects , Lung Transplantation , Male , Middle Aged , Pneumonia/blood , Pneumonia/genetics , Proton Pump Inhibitors/pharmacology , Radiation, Ionizing , Rats, Inbred F344 , Solubility , Survival Analysis , Transforming Growth Factor beta/pharmacology
11.
Behav Brain Res ; 282: 61-9, 2015 Apr 01.
Article in English | MEDLINE | ID: mdl-25549859

ABSTRACT

Malformations of cortical development (MCD) have been observed in human reading and language impaired populations. Injury-induced MCD in rodent models of reading disability show morphological changes in the auditory thalamic nucleus (medial geniculate nucleus; MGN) and auditory processing impairments, thus suggesting a link between MCD, MGN, and auditory processing behavior. Previous neuroanatomical examination of a BXD29 recombinant inbred strain (BXD29-Tlr4(lps-2J)/J) revealed MCD consisting of bilateral subcortical nodular heterotopia with partial callosal agenesis. Subsequent behavioral characterization showed a severe impairment in auditory processing-a deficient behavioral phenotype seen across both male and female BXD29-Tlr4(lps-2J)/J mice. In the present study we expanded upon the neuroanatomical findings in the BXD29-Tlr4(lps-2J)/J mutant mouse by investigating whether subcortical changes in cellular morphology are present in neural structures critical to central auditory processing (MGN, and the ventral and dorsal subdivisions of the cochlear nucleus; VCN and DCN, respectively). Stereological assessment of brain tissue of male and female BXD29-Tlr4(lps-2J)/J mice previously tested on an auditory processing battery revealed overall smaller neurons in the MGN of BXD29-Tlr4(lps-2J)/J mutant mice in comparison to BXD29/Ty coisogenic controls, regardless of sex. Interestingly, examination of the VCN and DCN revealed sexually dimorphic changes in neuronal size, with a distribution shift toward larger neurons in female BXD29-Tlr4(lps-2J)/J brains. These effects were not seen in males. Together, the combined data set supports and further expands the observed co-occurrence of MCD, auditory processing impairments, and changes in subcortical anatomy of the central auditory pathway. The current stereological findings also highlight sex differences in neuroanatomical presentation in the presence of a common auditory behavioral phenotype.


Subject(s)
Auditory Pathways/pathology , Cochlear Nucleus/pathology , Geniculate Bodies/pathology , Malformations of Cortical Development/pathology , Neurons/pathology , Animals , Disease Models, Animal , Female , Male , Mice , Mice, Neurologic Mutants , Periventricular Nodular Heterotopia/pathology , Toll-Like Receptor 4/genetics
12.
Invest Radiol ; 50(4): 261-7, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25551822

ABSTRACT

OBJECTIVES: We propose a novel computational approach for the automated classification of classic versus atypical usual interstitial pneumonia (UIP). MATERIALS AND METHODS: Thirty-three patients with UIP were enrolled in this study. They were classified as classic versus atypical UIP by a consensus of 2 thoracic radiologists with more than 15 years of experience using the American Thoracic Society evidence-based guidelines for computed tomography diagnosis of UIP. Two cardiothoracic fellows with 1 year of subspecialty training provided independent readings. The system is based on regional characterization of the morphological tissue properties of lung using volumetric texture analysis of multiple-detector computed tomography images. A simple digital atlas with 36 lung subregions is used to locate texture properties, from which the responses of multidirectional Riesz wavelets are obtained. Machine learning is used to aggregate and to map the regional texture attributes to a simple score that can be used to stratify patients with UIP into classic and atypical subtypes. RESULTS: We compared the predictions on the basis of regional volumetric texture analysis with the ground truth established by expert consensus. The area under the receiver operating characteristic curve of the proposed score was estimated to be 0.81 using a leave-one-patient-out cross-validation, with high specificity for classic UIP. The performance of our automated method was found to be similar to that of the 2 fellows and to the agreement between experienced chest radiologists reported in the literature. However, the errors of our method and the fellows occurred on different cases, which suggests that combining human and computerized evaluations may be synergistic. CONCLUSIONS: Our results are encouraging and suggest that an automated system may be useful in routine clinical practice as a diagnostic aid for identifying patients with complex lung disease such as classic UIP, obviating the need for invasive surgical lung biopsy and its associated risks.


Subject(s)
Image Processing, Computer-Assisted/methods , Lung Diseases, Interstitial/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted/methods , Humans , Imaging, Three-Dimensional , Lung/diagnostic imaging , ROC Curve , Sensitivity and Specificity , Tomography, X-Ray Computed
13.
PLoS One ; 9(10): e111428, 2014.
Article in English | MEDLINE | ID: mdl-25347197

ABSTRACT

OBJECTIVES: There is a need for better, noninvasive quantitative biomarkers for assessing the rate of progression and possible response to therapy in spinal muscular atrophy (SMA). In this study, we compared three electrophysiological measures: compound muscle action potential (CMAP) amplitude, motor unit number estimate (MUNE), and electrical impedance myography (EIM) 50 kHz phase values in a mild mouse model of spinal muscular atrophy, the Smn1c/c mouse. METHODS: Smn1c/c mice (N = 11) and wild type (WT) animals (-/-, N = 13) were measured on average triweekly until approximately 1 year of age. Measurements included CMAP, EIM, and MUNE of the gastrocnemius muscle as well as weight and front paw grip strength. At the time of sacrifice at one year, additional analyses were performed on the animals including serum survival motor neuron (SMN) protein levels and muscle fiber size. RESULTS: Both EIM 50 kHz phase and CMAP showed strong differences between WT and SMA animals (repeated measures 2-way ANOVA, P<0.0001 for both) whereas MUNE did not. Both body weight and EIM showed differences in the trajectory over time (p<0.001 and p = 0.005, respectively). At the time of sacrifice at one year, EIM values correlated to motor neuron counts in the spinal cord and SMN levels across both groups of animals (r = 0.41, p = 0.047 and r = 0.57, p  = 0.003, respectively), while CMAP did not. Motor neuron number in Smn1c/c mice was not significantly reduced compared to WT animals. CONCLUSIONS: EIM appears sensitive to muscle status in this mild animal model of SMA. The lack of a reduction in MUNE or motor neuron number but reduced EIM and CMAP values support that much of the pathology in these animals is distal to the cell body, likely at the neuromuscular junction or the muscle itself.


Subject(s)
Electromyography/methods , Muscular Atrophy, Spinal/physiopathology , Action Potentials , Animals , Mice , Muscle, Skeletal/innervation , Muscle, Skeletal/physiopathology , Muscular Atrophy, Spinal/diagnosis
14.
PLoS One ; 9(8): e106155, 2014.
Article in English | MEDLINE | ID: mdl-25162417

ABSTRACT

A characteristic of dysregulated wound healing in IPF is fibroblastic-mediated damage to lung epithelial cells within fibroblastic foci. In these foci, TGF-ß and other growth factors activate fibroblasts that secrete growth factors and matrix regulatory proteins, which activate a fibrotic cascade. Our studies and those of others have revealed that Akt is activated in IPF fibroblasts and it mediates the activation by TGF-ß of pro-fibrotic pathways. Recent studies show that mTORC2, a component of the mTOR pathway, mediates the activation of Akt. In this study we set out to determine if blocking mTORC2 with MLN0128, an active site dual mTOR inhibitor, which blocks both mTORC1 and mTORC2, inhibits lung fibrosis. We examined the effect of MLN0128 on TGF-ß-mediated induction of stromal proteins in IPF lung fibroblasts; also, we looked at its effect on TGF-ß-mediated epithelial injury using a Transwell co-culture system. Additionally, we assessed MLN0128 in the murine bleomycin lung model. We found that TGF-ß induces the Rictor component of mTORC2 in IPF lung fibroblasts, which led to Akt activation, and that MLN0128 exhibited potent anti-fibrotic activity in vitro and in vivo. Also, we observed that Rictor induction is Akt-mediated. MLN0128 displays multiple anti-fibrotic and lung epithelial-protective activities; it (1) inhibited the expression of pro-fibrotic matrix-regulatory proteins in TGF-ß-stimulated IPF fibroblasts; (2) inhibited fibrosis in a murine bleomycin lung model; and (3) protected lung epithelial cells from injury caused by TGF-ß-stimulated IPF fibroblasts. Our findings support a role for mTORC2 in the pathogenesis of lung fibrosis and for the potential of active site mTOR inhibitors in the treatment of IPF and other fibrotic lung diseases.


Subject(s)
Benzoxazoles/pharmacology , Fibroblasts/drug effects , Multiprotein Complexes/genetics , Protective Agents/pharmacology , Pulmonary Fibrosis/drug therapy , Pyrimidines/pharmacology , TOR Serine-Threonine Kinases/genetics , Animals , Bleomycin , Carrier Proteins/antagonists & inhibitors , Carrier Proteins/genetics , Carrier Proteins/metabolism , Coculture Techniques , Epithelial Cells/cytology , Epithelial Cells/drug effects , Epithelial Cells/metabolism , Extracellular Matrix Proteins/antagonists & inhibitors , Extracellular Matrix Proteins/genetics , Extracellular Matrix Proteins/metabolism , Fibroblasts/metabolism , Fibroblasts/pathology , Gene Expression Regulation , Mechanistic Target of Rapamycin Complex 1 , Mechanistic Target of Rapamycin Complex 2 , Mice , Multiprotein Complexes/antagonists & inhibitors , Multiprotein Complexes/metabolism , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , Pulmonary Fibrosis/chemically induced , Pulmonary Fibrosis/genetics , Pulmonary Fibrosis/pathology , Rapamycin-Insensitive Companion of mTOR Protein , Signal Transduction , TOR Serine-Threonine Kinases/antagonists & inhibitors , TOR Serine-Threonine Kinases/metabolism , Transforming Growth Factor beta/pharmacology
15.
PLoS One ; 9(5): e97550, 2014.
Article in English | MEDLINE | ID: mdl-24805851

ABSTRACT

Idiopathic pulmonary fibrosis (IPF) is a complex disease in which a multitude of proteins and networks are disrupted. Interrogation of the transcriptome through RNA sequencing (RNA-Seq) enables the determination of genes whose differential expression is most significant in IPF, as well as the detection of alternative splicing events which are not easily observed with traditional microarray experiments. We sequenced messenger RNA from 8 IPF lung samples and 7 healthy controls on an Illumina HiSeq 2000, and found evidence for substantial differential gene expression and differential splicing. 873 genes were differentially expressed in IPF (FDR<5%), and 440 unique genes had significant differential splicing events in at least one exonic region (FDR<5%). We used qPCR to validate the differential exon usage in the second and third most significant exonic regions, in the genes COL6A3 (RNA-Seq adjusted pval = 7.18e-10) and POSTN (RNA-Seq adjusted pval = 2.06e-09), which encode the extracellular matrix proteins collagen alpha-3(VI) and periostin. The increased gene-level expression of periostin has been associated with IPF and its clinical progression, but its differential splicing has not been studied in the context of this disease. Our results suggest that alternative splicing of these and other genes may be involved in the pathogenesis of IPF. We have developed an interactive web application which allows users to explore the results of our RNA-Seq experiment, as well as those of two previously published microarray experiments, and we hope that this will serve as a resource for future investigations of gene regulation in IPF.


Subject(s)
Alternative Splicing/genetics , Collagen Type VI/genetics , Gene Expression Profiling , Idiopathic Pulmonary Fibrosis/genetics , Collagen Type VI/biosynthesis , Collagen Type VI/isolation & purification , Exons , Female , High-Throughput Nucleotide Sequencing , Humans , Idiopathic Pulmonary Fibrosis/pathology , RNA Splicing , Sequence Analysis, RNA
16.
Muscle Nerve ; 49(6): 829-35, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24752469

ABSTRACT

INTRODUCTION: Sensitive, non-invasive techniques are needed that can provide biomarkers of disease status and the effects of therapy in muscular dystrophy. METHODS: We evaluated electrical impedance myography (EIM) to serve in this role by studying 2-month-old and 18-month-old mdx and wild-type (WT) animals (10 animals in each of 4 groups). RESULTS: Marked differences were observed in EIM values between mdx and WT animals; the differences were more pronounced between the older age groups (e.g., reactance of 92.6 ± 4.3 Ω for mdx animals vs. 130 ± 4.1 Ω for WT animals, P<0.001). In addition, in vivo EIM parameters correlated significantly with the extent of connective tissue deposition in the mdx animals. CONCLUSIONS: EIM has the potential to serve as a valuable non-invasive method for evaluating muscular dystrophy. It can be a useful biomarker to assist with therapeutic testing in both pre-clinical and clinical studies.


Subject(s)
Electric Impedance , Electromyography/methods , Muscle, Skeletal/physiopathology , Muscular Dystrophies/physiopathology , Age Factors , Animals , Biomarkers/metabolism , Disease Models, Animal , Hydroxyproline/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Inbred mdx , Muscle, Skeletal/metabolism , Muscle, Skeletal/pathology , Muscular Dystrophies/metabolism , Muscular Dystrophies/pathology
17.
PLoS One ; 9(3): e92111, 2014.
Article in English | MEDLINE | ID: mdl-24647608

ABSTRACT

Idiopathic pulmonary fibrosis (IPF) is a complex disease in which a multitude of proteins and networks are disrupted. Interrogation of the transcriptome through RNA sequencing (RNA-Seq) enables the determination of genes whose differential expression is most significant in IPF, as well as the detection of alternative splicing events which are not easily observed with traditional microarray experiments. We sequenced messenger RNA from 8 IPF lung samples and 7 healthy controls on an Illumina HiSeq 2000, and found evidence for substantial differential gene expression and differential splicing. 873 genes were differentially expressed in IPF (FDR<5%), and 440 unique genes had significant differential splicing events in at least one exonic region (FDR<5%). We used qPCR to validate the differential exon usage in the second and third most significant exonic regions, in the genes COL6A3 (RNA-Seq adjusted pval = 7.18e-10) and POSTN (RNA-Seq adjusted pval = 2.06e-09), which encode the extracellular matrix proteins collagen alpha-3(VI) and periostin. The increased gene-level expression of periostin has been associated with IPF and its clinical progression, but its differential splicing has not been studied in the context of this disease. Our results suggest that alternative splicing of these and other genes may be involved in the pathogenesis of IPF. We have developed an interactive web application which allows users to explore the results of our RNA-Seq experiment, as well as those of two previously published microarray experiments, and we hope that this will serve as a resource for future investigations of gene regulation in IPF.


Subject(s)
Alternative Splicing/genetics , Gene Expression Profiling , Idiopathic Pulmonary Fibrosis/genetics , Lung/metabolism , Lung/pathology , Cell Adhesion Molecules/genetics , Cluster Analysis , Collagen Type VI/genetics , Demography , Down-Regulation/genetics , Exons/genetics , Gene Regulatory Networks/genetics , Genome-Wide Association Study , Humans , Polymerase Chain Reaction , Polymorphism, Single Nucleotide/genetics , Reproducibility of Results , Software , Up-Regulation/genetics
18.
PLoS One ; 8(9): e73144, 2013.
Article in English | MEDLINE | ID: mdl-24039873

ABSTRACT

Disruption of neuronal migration in humans is associated with a wide range of behavioral and cognitive outcomes including severe intellectual disability, language impairment, and social dysfunction. Furthermore, malformations of cortical development have been observed in a number of neurodevelopmental disorders (e.g. autism and dyslexia), where boys are much more commonly diagnosed than girls (estimates around 4 to 1). The use of rodent models provides an excellent means to examine how sex may modulate behavioral outcomes in the presence of comparable abnormal neuroanatomical presentations. Initially characterized by Rosen et al. 2012, the BXD29- Tlr4(lps-2J) /J mouse mutant exhibits a highly penetrant neuroanatomical phenotype that consists of bilateral midline subcortical nodular heterotopia with partial callosal agenesis. In the current study, we confirm our initial findings of a severe impairment in rapid auditory processing in affected male mice. We also report that BXD29- Tlr4(lps-2J) /J (mutant) female mice show no sparing of rapid auditory processing, and in fact show deficits similar to mutant males. Interestingly, female BXD29- Tlr4(lps-2J) /J mice do display superiority in Morris water maze performance as compared to wild type females, an affect not seen in mutant males. Finally, we report new evidence that BXD29- Tlr4(lps-2J) /J mice, in general, show evidence of hyper-social behaviors. In closing, the use of the BXD29- Tlr4(lps-2J) /J strain of mice - with its strong behavioral and neuroanatomical phenotype - may be highly useful in characterizing sex independent versus dependent mechanisms that interact with neural reorganization, as well as clinically relevant abnormal behavior resulting from aberrant neuronal migration.


Subject(s)
Behavior, Animal , Malformations of Cortical Development, Group II/diagnosis , Animals , Disease Models, Animal , Feedback, Sensory , Female , Male , Malformations of Cortical Development, Group II/genetics , Malformations of Cortical Development, Group II/pathology , Maze Learning , Mice , Mice, Transgenic , Nervous System Malformations/genetics , Phenotype , Severity of Illness Index , Sex Factors , Social Behavior
19.
PLoS One ; 8(5): e65179, 2013.
Article in English | MEDLINE | ID: mdl-23724130

ABSTRACT

Developmental dyslexia is a language learning disorder that affects approximately 4-10% of the population. A number of candidate dyslexia susceptibility genes have been identified, including DCDC2 and KIAA0319 on Chromosome (Chr) 6p22.2 and DYX1C1 on Chr 15q21. Embryonic knockdown of the function of homologs of these genes in rat neocortical projection cell progenitors by in utero electroporation of plasmids encoding small hairpin RNA (shRNA) revealed that all three genes disrupted neuronal migration to the neocortex. Specifically, this disruption would result in heterotopia formation (Dyx1c1 and Kiaa0319) and/or overmigration past their expected laminar location (Dyx1c1 and Dcdc2). In these experiments, neurons normally destined for the upper neocortical laminæ were transfected on embryonic day (E) 15.5, and we designed experiments to test whether these migration phenotypes were the result of targeting a specific type of projection neuron. We transfected litters with Dcdc2 shRNA, Dyx1c1 shRNA, Kiaa0319 shRNA, or fluorescent protein (as a control) at each of three gestational ages (E14.5, E15.5, or E16.5). Pups were allowed to come to term, and their brains were examined at 3 weeks of age for the position of transfected cells. We found that age of transfection did not affect the percentage of unmigrated neurons--transfection with Kiaa0319 shRNA resulted in heterotopia formation at all three ages. Overmigration of neurons transfected with Dcdc2 shRNA, while present following transfections at the later ages, did not occur following E14.5 transfections. These results are considered in light of the known functions of each of these candidate dyslexia susceptibility genes.


Subject(s)
Dyslexia/genetics , Genetic Predisposition to Disease , Gestational Age , Neocortex/pathology , Neurons/pathology , RNA, Small Interfering/metabolism , Transfection , Animals , Biomarkers/metabolism , Cell Movement/genetics , Genetic Association Studies , Microscopy, Confocal , Neurons/metabolism , Rats , Rats, Wistar
20.
Dev Neurosci ; 35(1): 50-68, 2013.
Article in English | MEDLINE | ID: mdl-23594585

ABSTRACT

The current study investigated the behavioral and neuroanatomical effects of embryonic knockdown of the candidate dyslexia susceptibility gene (CDSG) homolog Dyx1c1 through RNA interference (RNAi) in rats. Specifically, we examined long-term effects on visual attention abilities in male rats, in addition to assessing rapid and complex auditory processing abilities in male and, for the first time, female rats. Our results replicated prior evidence of complex acoustic processing deficits in Dyx1c1 male rats and revealed new evidence of comparable deficits in Dyx1c1 female rats. Moreover, we found new evidence that knocking down Dyx1c1 produced orthogonal impairments in visual attention in the male subgroup. Stereological analyses of male brains from prior RNAi studies revealed that, despite consistent visible evidence of disruptions of neuronal migration (i.e., heterotopia), knockdown of Dyx1c1 did not significantly alter the cortical volume, hippocampal volume, or midsagittal area of the corpus callosum (measured in a separate cohort of like-treated Dyx1c1 male rats). Dyx1c1 transfection did, however, lead to significant changes in medial geniculate nucleus (MGN) anatomy, with a significant shift to smaller MGN neurons in Dyx1c1-transfected animals. Combined results provide important information about the impact of Dyx1c1 on behavioral functions that parallel domains known to be affected in language-impaired populations as well as information about widespread changes to the brain following early disruption of this CDSG.


Subject(s)
Attention/physiology , Auditory Perception/physiology , Carrier Proteins/physiology , Cerebral Cortex/abnormalities , Geniculate Bodies/abnormalities , Visual Perception/physiology , Agenesis of Corpus Callosum/pathology , Animals , Carrier Proteins/genetics , Female , Gene Knockdown Techniques , Hippocampus/abnormalities , Male , Malformations of Cortical Development, Group II/pathology , Maze Learning , RNA Interference , Rats , Rats, Wistar
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