Molecular phenotyping of the idiopathic interstitial pneumonias identifies two Subtypes of idiopathic pulmonary fibrosis.
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ABSTRACT:
ORGANISM(S): synthetic construct Homo sapiens
PROVIDER: GSE32539 | GEO | 2013/06/21
SECONDARY ACCESSION(S): PRJNA147809
REPOSITORIES: GEO
Similar Datasets
Project description:This SuperSeries is composed of the SubSeries listed below. Refer to individual Series
2013-06-21 | E-GEOD-32539 | biostudies-arrayexpress
Project description:Rationale: The fibrosing idiopathic interstitial pneumonias (IIPs) are classified based on clinical, radiographic, and pathologic criteria. The separation into phenotypic subgroups is useful in predicting outcome and therapeutic strategy; however a large degree of ambiguity remains. Gene expression profiling may contribute to traditional criteria in IIPs by characterizing the dynamic biology that more accurately distinguishes subtypes of these diseases or their prognoses. Methods: We collected transcriptional and miRNA profiles on lung tissue from 167 subjects with IIP and 50 non-diseased controls. Differential expression of individual transcripts and miRNAs was identified using an ANCOVA model incorporating the clinical diagnosis of each subject as well as age, gender, and smoking status. Validation was performed in an independent cohort of 131 IIPs and 39 non-diseased controls. Results: Our results demonstrate a substantial degree of overlap in mRNA and miRNA signatures of clinical subtypes of IIP. However, we identify two subtypes of IPF/UIP based on a strong molecular signature associated with expression of cilium genes. We demonstrate that elevated expression of cilium genes is associated with more extensive microscopic honeycombing, more fibroblastic foci, higher expression of the airway mucin gene MUC5B, and better survival in an independent cohort of IPF/UIP patients. Moreover, we identify miRNAs involved in the regulation of cilium-associated gene expression that contribute to novel molecular subphenotypes of IPF. Conclusions: While subtypes of IIP are related biologically with similar transcriptional profiles, expression of cilium genes appear to identify two unique clinical presentations of IPF/UIP.
2013-06-21 | GSE32537 | GEO
Project description:Rationale: The fibrosing idiopathic interstitial pneumonias (IIPs) are classified based on clinical, radiographic, and pathologic criteria. The separation into phenotypic subgroups is useful in predicting outcome and therapeutic strategy; however a large degree of ambiguity remains. Gene expression profiling may contribute to traditional criteria in IIPs by characterizing the dynamic biology that more accurately distinguishes subtypes of these diseases or their prognoses. Methods: We collected transcriptional and miRNA profiles on lung tissue from 167 subjects with IIP and 50 non-diseased controls. Differential expression of individual transcripts and miRNAs was identified using an ANCOVA model incorporating the clinical diagnosis of each subject as well as age, gender, and smoking status. Validation was performed in an independent cohort of 131 IIPs and 39 non-diseased controls. Results: Our results demonstrate a substantial degree of overlap in mRNA and miRNA signatures of clinical subtypes of IIP. However, we identify two subtypes of IPF/UIP based on a strong molecular signature associated with expression of cilium genes. We demonstrate that elevated expression of cilium genes is associated with more extensive microscopic honeycombing, more fibroblastic foci, higher expression of the airway mucin gene MUC5B, and better survival in an independent cohort of IPF/UIP patients. Moreover, we identify miRNAs involved in the regulation of cilium-associated gene expression that contribute to novel molecular subphenotypes of IPF. Conclusions: While subtypes of IIP are related biologically with similar transcriptional profiles, expression of cilium genes appear to identify two unique clinical presentations of IPF/UIP.
2013-06-21 | GSE32538 | GEO
Project description:Rationale: The fibrosing idiopathic interstitial pneumonias (IIPs) are classified based on clinical, radiographic, and pathologic criteria. The separation into phenotypic subgroups is useful in predicting outcome and therapeutic strategy; however a large degree of ambiguity remains. Gene expression profiling may contribute to traditional criteria in IIPs by characterizing the dynamic biology that more accurately distinguishes subtypes of these diseases or their prognoses. Methods: We collected transcriptional and miRNA profiles on lung tissue from 167 subjects with IIP and 50 non-diseased controls. Differential expression of individual transcripts and miRNAs was identified using an ANCOVA model incorporating the clinical diagnosis of each subject as well as age, gender, and smoking status. Validation was performed in an independent cohort of 131 IIPs and 39 non-diseased controls. Results: Our results demonstrate a substantial degree of overlap in mRNA and miRNA signatures of clinical subtypes of IIP. However, we identify two subtypes of IPF/UIP based on a strong molecular signature associated with expression of cilium genes. We demonstrate that elevated expression of cilium genes is associated with more extensive microscopic honeycombing, more fibroblastic foci, higher expression of the airway mucin gene MUC5B, and better survival in an independent cohort of IPF/UIP patients. Moreover, we identify miRNAs involved in the regulation of cilium-associated gene expression that contribute to novel molecular subphenotypes of IPF. Conclusions: While subtypes of IIP are related biologically with similar transcriptional profiles, expression of cilium genes appear to identify two unique clinical presentations of IPF/UIP. 167 subjects with IIP and 50 non-diseased controls with no replicates
2013-06-21 | E-GEOD-32538 | biostudies-arrayexpress
Project description:Rationale: The fibrosing idiopathic interstitial pneumonias (IIPs) are classified based on clinical, radiographic, and pathologic criteria. The separation into phenotypic subgroups is useful in predicting outcome and therapeutic strategy; however a large degree of ambiguity remains. Gene expression profiling may contribute to traditional criteria in IIPs by characterizing the dynamic biology that more accurately distinguishes subtypes of these diseases or their prognoses. Methods: We collected transcriptional and miRNA profiles on lung tissue from 167 subjects with IIP and 50 non-diseased controls. Differential expression of individual transcripts and miRNAs was identified using an ANCOVA model incorporating the clinical diagnosis of each subject as well as age, gender, and smoking status. Validation was performed in an independent cohort of 131 IIPs and 39 non-diseased controls. Results: Our results demonstrate a substantial degree of overlap in mRNA and miRNA signatures of clinical subtypes of IIP. However, we identify two subtypes of IPF/UIP based on a strong molecular signature associated with expression of cilium genes. We demonstrate that elevated expression of cilium genes is associated with more extensive microscopic honeycombing, more fibroblastic foci, higher expression of the airway mucin gene MUC5B, and better survival in an independent cohort of IPF/UIP patients. Moreover, we identify miRNAs involved in the regulation of cilium-associated gene expression that contribute to novel molecular subphenotypes of IPF. Conclusions: While subtypes of IIP are related biologically with similar transcriptional profiles, expression of cilium genes appear to identify two unique clinical presentations of IPF/UIP. 167 subjects with IIP and 50 non-diseased controls with no replicates
2013-06-21 | E-GEOD-32537 | biostudies-arrayexpress
Project description:Pulmonary hypertension (PH) is a common finding in patients with chronic fibrosing idiopathic interstitial pneumonias (IIP). Little is known about the response to pulmonary vasodilator therapy in this patient population. COMPERA is an international registry that prospectively captures data from patients with various forms of PH receiving pulmonary vasodilator therapies.We retrieved data from COMPERA to compare patient characteristics, treatment patterns, response to therapy and survival in newly diagnosed patients with idiopathic pulmonary arterial hypertension (IPAH) and PH associated with IIP (PH-IIP).Compared to patients with IPAH (n = 798), patients with PH-IIP (n = 151) were older and predominantly males. Patients with PH-IIP were treated predominantly with phosphodiesterase-5 inhibitors (88% at entry, 87% after 1 year). From baseline to the first follow-up visit, the median improvement in 6MWD was 30 m in patients with IPAH and 24.5 m in patients with PH-IIP (p = 0.457 for the difference between both groups). Improvements in NYHA functional class were observed in 22.4% and 29.5% of these patients, respectively (p = 0.179 for the difference between both groups). Survival rates were significantly worse in PH-IIP than in IPAH (3-year survival 34.0 versus 68.6%; p<0.001). Total lung capacity, NYHA class IV, and mixed-venous oxygen saturation were independent predictors of survival in patients with PH-IIP.Patients with PH-IIP have a dismal prognosis. Our results suggest that pulmonary vasodilator therapy may be associated with short-term functional improvement in some of these patients but it is unclear whether this treatment affects survival.clinicaltrials.gov NCT01347216.
| S-EPMC4667900 | biostudies-literature
Project description:BackgroundIdiopathic pulmonary fibrosis (IPF) is a debilitating, progressive disease with a median survival time of 3-5 years. Diagnosis remains challenging and disease progression varies greatly, suggesting the possibility of distinct subphenotypes.Methods and resultsWe analysed publicly available peripheral blood mononuclear cell expression datasets for 219 IPF, 411 asthma, 362 tuberculosis, 151 healthy, 92 HIV and 83 other disease samples, totalling 1318 patients. We integrated the datasets and split them into train (n=871) and test (n=477) cohorts to investigate the utility of a machine learning model (support vector machine) for predicting IPF. A panel of 44 genes predicted IPF in a background of healthy, tuberculosis, HIV and asthma with an area under the curve of 0.9464, corresponding to a sensitivity of 0.865 and a specificity of 0.89. We then applied topological data analysis to investigate the possibility of subphenotypes within IPF. We identified five molecular subphenotypes of IPF, one of which corresponded to a phenotype enriched for death/transplant. The subphenotypes were molecularly characterised using bioinformatic and pathway analysis tools identifying distinct subphenotype features including one which suggests an extrapulmonary or systemic fibrotic disease.ConclusionsIntegration of multiple datasets, from the same tissue, enabled the development of a model to accurately predict IPF using a panel of 44 genes. Furthermore, topological data analysis identified distinct subphenotypes of patients with IPF which were defined by differences in molecular pathobiology and clinical characteristics.
| S-EPMC10314053 | biostudies-literature
Project description:BackgroundPleuroparenchymal fibroelastosis (PPFE) is characterised by predominant upper lobe pleural and subpleural lung parenchymal fibrosis. Radiological PPFE-like lesion has been associated with various types of interstitial lung diseases. However, the prevalence and clinical significance of radiological PPFE-like lesion in patients with idiopathic interstitial pneumonias (IIPs) are not fully understood. We aimed to determine the prevalence and clinical impact on survival of radiological PPFE-like lesion in patients with IIPs.MethodsA post-hoc analysis was conducted using data from the Japanese nationwide cloud-based database of patients with IIPs. All the patients in the database were diagnosed as having IIPs by multidisciplinary discussion. Patients diagnosed with idiopathic PPFE were excluded. Clinical data and chest computed tomography (CT) image of 419 patients with IIPs were analysed. The presence of radiological PPFE-like lesion was independently evaluated by two chest radiologists blind to the clinical data.ResultsOf the 419 patients with IIPs, radiological PPFE-like lesions were detected in 101 (24.1%) patients, mainly in idiopathic pulmonary fibrosis (IPF) and unclassifiable IIPs, but less in idiopathic nonspecific interstitial pneumonia. Prognostic analyses revealed that radiological PPFE-like lesion was significantly associated with poor outcome in patients with IIPs, which was independent of age, IPF diagnosis and %FVC. In survival analyses, the patients with radiological PPFE-like lesions had poor survival compared with those without (log-rank, p < 0.0001). Subgroup analyses demonstrated that radiological PPFE-like lesion was significantly associated with poor survival both in patients with IPF and those with unclassifiable IIPs.ConclusionRadiological PPFE-like lesion is a condition that could exist in IIPs, mainly in IPF and unclassifiable IIPs. Importantly, the radiological PPFE-like lesion is a non-invasive marker to predict poor outcome in patients with IIPs, which should be carefully considered in clinical practice.
| S-EPMC8582158 | biostudies-literature
Project description:BACKGROUND:Idiopathic pulmonary fibrosis (IPF) is an untreatable lung disease with a median survival of only 3-5 years that is diagnosed using a combination of clinical, radiographic and pathologic criteria. Histologically, IPF is characterised by usual interstitial pneumonia (UIP), a fibrosing interstitial pneumonia with a pattern of heterogeneous, subpleural regions of fibrotic and remodelled lung. We hypothesised that gene expression profiles of lung tissue may identify molecular subtypes of disease that could classify subtypes of IPF/UIP that have clinical implications. METHODS AND FINDINGS:We collected transcriptional profiles on lung tissue from 119 patients with IPF/UIP and 50 non-diseased controls. Differential expression of individual transcripts was identified using an analysis of covariance (ANCOVA) model incorporating the clinical diagnosis of each patient as well as age, gender and smoking status. Validation was performed in an independent cohort of 111 IPF/UIP and 39 non-diseased controls. Our analysis identified two subtypes of IPF/UIP based on a strong molecular signature associated with expression of genes previously associated with fibrosis (matrix metalloproteinases, osteopontin, keratins), cilium genes and genes with unknown function. We demonstrate that elevated expression of cilium genes is associated with more extensive microscopic honeycombing and higher expression of both the airway mucin gene MUC5B and the metalloproteinase MMP7, a gene recently implicated in attenuating ciliated cell differentiation during wound repair. CONCLUSIONS:Expression of cilium genes appears to identify two unique molecular phenotypes of IPF/UIP. The different molecular profiles may be relevant to therapeutic responsiveness in patients with IPF/UIP.
| S-EPMC7138412 | biostudies-literature
Project description:BackgroundThe types of cells most significantly linked to individual subtypes of idiopathic interstitial pneumonias (IIPs) remain unclear. Few studies have examined CD163+ macrophages in IIPs.ObjectiveWe retrospectively aimed to immunohistochemically characterize the CD163+ macrophages in IIPs.MethodsParaffin-embedded lung tissue samples were obtained from 47 patients with IIPs, including idiopathic pulmonary fibrosis (IPF), idiopathic nonspecific interstitial pneumonia (NSIP), and cryptogenic organizing pneumonia (COP), and 12 normal controls were immunohistochemically analyzed, using primary antibodies against CD68 and CD163 as indicators of pan and M2 macrophages, respectively.ResultsCD68+ macrophage density was significantly increased in the 3 subtypes of IIPs relative to that in the control group, although no difference was detected within the different IIPs. CD163+ macrophage density was significantly increased in NSIP and COP samples relative to that in IPF samples. The density ratio of CD163+ macrophages to CD68+ macrophages was significantly decreased in IPF/UIP samples relative to that in the others, while the densities in NSIP and COP were significantly higher than those in control cases.ConclusionCD163+ macrophages show distinct profiles among IIPs, and the standardized numerical density is decreased in IPF cases that have poor prognoses.
| S-EPMC5817286 | biostudies-literature