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1.
Nature ; 616(7955): 159-167, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-37020004

RESUMEN

A complete understanding of how exposure to environmental substances promotes cancer formation is lacking. More than 70 years ago, tumorigenesis was proposed to occur in a two-step process: an initiating step that induces mutations in healthy cells, followed by a promoter step that triggers cancer development1. Here we propose that environmental particulate matter measuring ≤2.5 µm (PM2.5), known to be associated with lung cancer risk, promotes lung cancer by acting on cells that harbour pre-existing oncogenic mutations in healthy lung tissue. Focusing on EGFR-driven lung cancer, which is more common in never-smokers or light smokers, we found a significant association between PM2.5 levels and the incidence of lung cancer for 32,957 EGFR-driven lung cancer cases in four within-country cohorts. Functional mouse models revealed that air pollutants cause an influx of macrophages into the lung and release of interleukin-1ß. This process results in a progenitor-like cell state within EGFR mutant lung alveolar type II epithelial cells that fuels tumorigenesis. Ultradeep mutational profiling of histologically normal lung tissue from 295 individuals across 3 clinical cohorts revealed oncogenic EGFR and KRAS driver mutations in 18% and 53% of healthy tissue samples, respectively. These findings collectively support a tumour-promoting role for  PM2.5 air pollutants  and provide impetus for public health policy initiatives to address air pollution to reduce disease burden.


Asunto(s)
Adenocarcinoma del Pulmón , Contaminantes Atmosféricos , Contaminación del Aire , Transformación Celular Neoplásica , Neoplasias Pulmonares , Animales , Ratones , Adenocarcinoma del Pulmón/inducido químicamente , Adenocarcinoma del Pulmón/genética , Contaminantes Atmosféricos/efectos adversos , Contaminantes Atmosféricos/análisis , Contaminación del Aire/efectos adversos , Contaminación del Aire/análisis , Transformación Celular Neoplásica/inducido químicamente , Transformación Celular Neoplásica/efectos de los fármacos , Transformación Celular Neoplásica/genética , Exposición a Riesgos Ambientales , Receptores ErbB/genética , Neoplasias Pulmonares/inducido químicamente , Neoplasias Pulmonares/genética , Material Particulado/efectos adversos , Material Particulado/análisis , Tamaño de la Partícula , Estudios de Cohortes , Macrófagos Alveolares/efectos de los fármacos , Células Epiteliales Alveolares/efectos de los fármacos , Células Epiteliales Alveolares/patología
2.
Am J Respir Crit Care Med ; 204(11): 1306-1316, 2021 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-34464235

RESUMEN

Rationale: Patients with indeterminate pulmonary nodules (IPNs) at risk of cancer undergo high rates of invasive, costly, and morbid procedures. Objectives: To train and externally validate a risk prediction model that combined clinical, blood, and imaging biomarkers to improve the noninvasive management of IPNs. Methods: In this prospectively collected, retrospective blinded evaluation study, probability of cancer was calculated for 456 patient nodules using the Mayo Clinic model, and patients were categorized into low-, intermediate-, and high-risk groups. A combined biomarker model (CBM) including clinical variables, serum high sensitivity CYFRA 21-1 level, and a radiomic signature was trained in cohort 1 (n = 170) and validated in cohorts 2-4 (total n = 286). All patients were pooled to recalibrate the model for clinical implementation. The clinical utility of the CBM compared with current clinical care was evaluated in 2 cohorts. Measurements and Main Results: The CBM provided improved diagnostic accuracy over the Mayo Clinic model with an improvement in area under the curve of 0.124 (95% bootstrap confidence interval, 0.091-0.156; P < 2 × 10-16). Applying 10% and 70% risk thresholds resulted in a bias-corrected clinical reclassification index for cases and control subjects of 0.15 and 0.12, respectively. A clinical utility analysis of patient medical records estimated that a CBM-guided strategy would have reduced invasive procedures from 62.9% to 50.6% in the intermediate-risk benign population and shortened the median time to diagnosis of cancer from 60 to 21 days in intermediate-risk cancers. Conclusions: Integration of clinical, blood, and image biomarkers improves noninvasive diagnosis of patients with IPNs, potentially reducing the rate of unnecessary invasive procedures while shortening the time to diagnosis.


Asunto(s)
Carcinoma/diagnóstico por imagen , Carcinoma/metabolismo , Neoplasias Pulmonares/diagnóstico por imagen , Neoplasias Pulmonares/metabolismo , Nódulos Pulmonares Múltiples/diagnóstico por imagen , Nódulos Pulmonares Múltiples/metabolismo , Anciano , Biomarcadores/metabolismo , Carcinoma/patología , Estudios de Casos y Controles , Estudios de Cohortes , Femenino , Humanos , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Nódulos Pulmonares Múltiples/patología , Valor Predictivo de las Pruebas , Curva ROC , Factores de Riesgo , Tomografía Computarizada por Rayos X
4.
Am J Respir Crit Care Med ; 197(7): 885-896, 2018 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-29211494

RESUMEN

RATIONALE: Up to 40% of smokers develop chronic obstructive pulmonary disease (COPD) over a period that spans decades. Despite the importance of COPD, much remains to be learned about susceptibility and pathogenesis, especially during early, prediagnostic stages of disease. Airway basal progenitor cells are crucial for lung health and resilience because of their ability to repair injured airways. In COPD, the normal airway epithelium is replaced with increased basal and secretory (mucous) cells and decreased ciliated cells, suggesting that progenitors are impaired. OBJECTIVES: To examine airway basal progenitor cells and lung function in smokers with and without COPD. METHODS: Bronchial biopsies taken from smokers at risk for COPD and lung cancer were used to acquire airway basal progenitor cells. They were evaluated for count, self-renewal, and multipotentiality (ability to differentiate to basal, mucous, and ciliated cells), and progenitor count was examined for its relationship with lung function. MEASUREMENTS AND MAIN RESULTS: Basal progenitor count, self-renewal, and multipotentiality were all reduced in COPD versus non-COPD. COPD progenitors produced an epithelium with increased basal and mucous cells and decreased ciliated cells, replicating the COPD phenotype. Progenitor depletion correlated with lung function and identified a subset of subjects without COPD with lung function that was midway between non-COPD with high progenitor counts and those with COPD. CONCLUSIONS: Basal progenitor dysfunction relates to the histologic and physiologic manifestations of COPD and identifies a subset that may represent an early, prediagnostic stage of COPD, indicating that progenitor exhaustion is involved in COPD pathogenesis.


Asunto(s)
Pulmón/patología , Enfermedad Pulmonar Obstructiva Crónica/patología , Fumar/patología , Células Madre/patología , Biopsia , Estudios Transversales , Progresión de la Enfermedad , Epitelio/patología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/etiología , Índice de Severidad de la Enfermedad , Fumadores , Fumar/efectos adversos , Tiempo
5.
Transgenic Res ; 25(6): 773-784, 2016 12.
Artículo en Inglés | MEDLINE | ID: mdl-27369050

RESUMEN

Neprilysin (NEP) is a cell surface metallopeptidase found in many tissues. Based mostly on pharmacological manipulations, NEP has been thought to protect blood vessels from plasma extravasation. We have suggested that NEP may protect against pulmonary vascular injury. However, these prior studies did not utilize mice which overexpress NEP. The aims of the present investigation were to develop and characterize doubly transgenic (DT) mice that overexpress NEP universally and conditionally, and to investigate the protective effect that overexpressed NEP may have against plasma extravasation in the vasculature. The duodenum, which is often used to assess vascular permeability, and in which the NEP protein was overexpressed in our DT mice two-fold, was selected as our experimental preparation. We found that substance P-induced plasma extravasation was decreased substantially (3.5-fold) in the duodenums of our doxycycline-treated DT mice, giving independent evidence of NEP's protective effects against plasma extravasation. Transgenic lung NEP protein was not stably expressed in the DT mice, so we were not able to test the effect of NEP overexpression in the lung. Although initially overexpressed nearly nine-fold at that site, pulmonary NEP protein overexpression eventually dissipated. Surprisingly, at a time when there was no lung transgenic NEP protein overexpression, lung NEP mRNA expression was still increased 23-fold, indicating that the expression defect probably is not transcriptional. These studies help to characterize our complex transgenic model of NEP overexpression and further demonstrate NEP's protective effects against plasma extravasation.


Asunto(s)
Vasos Sanguíneos/metabolismo , Pulmón/metabolismo , Neprilisina/genética , Animales , Vasos Sanguíneos/lesiones , Vasos Sanguíneos/patología , Doxiciclina/administración & dosificación , Duodeno/irrigación sanguínea , Duodeno/metabolismo , Regulación de la Expresión Génica/efectos de los fármacos , Pulmón/irrigación sanguínea , Pulmón/patología , Ratones , Ratones Transgénicos/genética , Ratones Transgénicos/metabolismo , Neprilisina/biosíntesis , Sustancia P/metabolismo
6.
Clin Proteomics ; 11(1): 32, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25114662

RESUMEN

BACKGROUND: CT screening for lung cancer is effective in reducing mortality, but there are areas of concern, including a positive predictive value of 4% and development of interval cancers. A blood test that could manage these limitations would be useful, but development of such tests has been impaired by variations in blood collection that may lead to poor reproducibility across populations. RESULTS: Blood-based proteomic profiles were generated with SOMAscan technology, which measured 1033 proteins. First, preanalytic variability was evaluated with Sample Mapping Vectors (SMV), which are panels of proteins that detect confounders in protein levels related to sample collection. A subset of well collected serum samples not influenced by preanalytic variability was selected for discovery of lung cancer biomarkers. The impact of sample collection variation on these candidate markers was tested in the subset of samples with higher SMV scores so that the most robust markers could be used to create disease classifiers. The discovery sample set (n = 363) was from a multi-center study of 94 non-small cell lung cancer (NSCLC) cases and 269 long-term smokers and benign pulmonary nodule controls. The analysis resulted in a 7-marker panel with an AUC of 0.85 for all cases (68% adenocarcinoma, 32% squamous) and an AUC of 0.93 for squamous cell carcinoma in particular. This panel was validated by making blinded predictions in two independent cohorts (n = 138 in the first validation and n = 135 in the second). The model was recalibrated for a panel format prior to unblinding the second cohort. The AUCs overall were 0.81 and 0.77, and for squamous cell tumors alone were 0.89 and 0.87. The estimated negative predictive value for a 15% disease prevalence was 93% overall and 99% for squamous lung tumors. The proteins in the classifier function in destruction of the extracellular matrix, metabolic homeostasis and inflammation. CONCLUSIONS: Selecting biomarkers resistant to sample processing variation led to robust lung cancer biomarkers that performed consistently in independent validations. They form a sensitive signature for detection of lung cancer, especially squamous cell histology. This non-invasive test could be used to improve the positive predictive value of CT screening, with the potential to avoid invasive evaluation of nonmalignant pulmonary nodules.

8.
Clin Lung Cancer ; 24(5): 407-414, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37012147

RESUMEN

BACKGROUND: Indeterminate pulmonary nodules present a common challenge for clinicians who must recommend surveillance or intervention based on an assessed risk of malignancy. PATIENTS AND METHODS: In this cohort study, patients presenting for indeterminate pulmonary nodule evaluation were enrolled at sites participating in the Colorado SPORE in Lung Cancer. They were followed prospectively and included for analysis if they had a definitive malignant diagnosis, benign diagnosis, or radiographic resolution or stability of their nodule for > 2 years. RESULTS: Patients evaluated at the Veterans Affairs (VA) and non-VA sites were equally as likely to have a malignant diagnosis (48%). The VA cohort represented a higher-risk group than the non-VA cohort regarding smoking history and chronic obstructive pulmonary disease (COPD). There were more squamous cell carcinoma diagnoses among VA malignant nodules (25% vs. 10%) and a later stage at diagnosis among VA patients. Discrimination and calibration of risk calculators produced estimates that were wide-ranging and different when comparing between risk score calculators as well as between VA/non-VA cohorts. Application of current American College of Chest Physicians guidelines to our groups could have resulted in inappropriate resection of 12% of benign nodules. CONCLUSION: Comparison of VA with non-VA patients shows important differences in underlying risk, histology of malignant nodules, and stage at diagnosis. This study highlights the challenge in applying risk calculators to a clinical setting, as the model discrimination and calibration were variable between calculators and between our higher-risk VA and lower-risk non-VA groups. MICROABSTRACT: Risk stratification and management of indeterminate pulmonary nodules (IPNs) is a common clinical problem. In this prospective cohort study of 282 patients with IPNs from Veterans Affairs (VA) and non-VA sites, we found differences in patient and nodule characteristics, histology and diagnostic stage, and risk calculator performance. Our findings highlight challenges and shortcomings of current IPN management guidelines and tools.


Asunto(s)
Neoplasias Pulmonares , Nódulos Pulmonares Múltiples , Nódulo Pulmonar Solitario , Humanos , Neoplasias Pulmonares/patología , Estudios de Cohortes , Estudios Prospectivos , Nódulos Pulmonares Múltiples/diagnóstico , Nódulos Pulmonares Múltiples/patología , Factores de Riesgo , Nódulo Pulmonar Solitario/diagnóstico
9.
APMIS ; 131(10): 513-527, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37608782

RESUMEN

Bronchial squamous carcinoma in situ (CIS) is a preinvasive lesion that is thought to precede invasive carcinoma. We conducted prospective autofluorescence and white light bronchoscopy trials between 1992 and 2016 to assess the prevalence, molecular markers, and outcome of individuals with CIS and other preneoplastic bronchial lesions. Biopsies were evaluated at multiple levels and selected biopsies were tested for aneuploidy and DNA sequenced for TP53 mutation. Thirty-one individuals with CIS were identified. Twenty-two cases of CIS occurred in association with concurrent invasive carcinomas. Seven of the invasive tumors were radiographically occult. In two cases, CIS spread from the focus of invasive carcinoma into contralateral lung lobes, forming secondary invasive tumors. In nine cases, CIS occurred as isolated lesions and one progressed to invasive squamous carcinoma at the same site 40 months after discovery. In a second case, CIS was a precursor of carcinoma at a separate site in a different lobe. In seven cases CIS regressed to a lower grade or disappeared. High level chromosomal aneusomy was often associated with TP53 mutation and with invasive carcinoma. CIS most often occurs in association with invasive squamous carcinoma and may extend along the airways into distant lobes. In rare cases, CIS may be observed to directly transform into invasive carcinoma. CIS may be indicative of invasive tumor at a separate distant site. Isolated CIS may regress. Molecular changes parallel histological changes in CIS and may be used to map clonal expansion in the airways.


Asunto(s)
Carcinoma de Células Escamosas , Humanos , Prevalencia , Estudios Prospectivos , Biomarcadores , Carcinoma de Células Escamosas/epidemiología , Carcinoma de Células Escamosas/genética , Biopsia
10.
Front Oncol ; 13: 1204726, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37711198

RESUMEN

Introduction: Iloprost, a prostacyclin analog, has lung cancerpreventive activity in preclinical models and improved dysplasia in former smokers in a phase IIb trial. Oral iloprost is currently unavailable. We performed a phase Ib trial of inhaled iloprost in former smokers to assess tolerance and compliance. Methods: Participants self-administered nebulized iloprost (5ug) or placebo four (QID) or two (BID) times daily. As QID dose was well tolerated and due to expiration of the placebo, the BID dosing and placebo were eliminated early on in the trial. Bronchoscopy with biopsyat six standard sites was performed at treatment initiation and two months post-iloprost, with exploratory histological analysis. Bulk RNA sequencing, single cell RNA sequencing and an in vitro assay of epithelial progenitor cell iloprost response were performed on a subset of biopsies in an exploratory investigation of response mechanisms and predictive biomarkers. Results and discussion: Thirty-four of a planned 48 participants were recruited to the trial.Inhaled iloprost was well tolerated with no adverse events > grade 2. Compliance was 67% in the QID group. The trial was not powered to detect histologic response and none was found. Bulk RNA sequencing of biopsies pre/post iloprost suggest that iloprost is immunomodulatory and downregulates cell proliferation pathways. Single cell RNA sequencing showed an increase in CD8-positive T cells with upregulation of genes in interferon γ signaling. In vitro iloprost response by epithelial progenitor cells correlated with histologic response with kappa coefficient of 0.81 (95% CI 0.47, 1.0). Inhaled iloprost was well tolerated with suboptimal compliance. Molecular analysis suggested that iloprosthas immunomodulatory and antiproliferative effects.The progenitor cell iloprost response assay may be a promising avenue to develop predictive biomarkers. Clinical trial registration: https://clinicaltrials.gov/study/NCT02237183, identifier NCT02237183.

11.
Respir Res ; 13: 9, 2012 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-22296774

RESUMEN

BACKGROUND: Normal bronchial tissue expression of GRPR, which encodes the gastrin-releasing peptide receptor, has been previously reported by us to be associated with lung cancer risk in 78 subjects, especially in females. We sought to define the contribution of GRPR expression in bronchial epithelia to lung cancer risk in a larger case-control study where adjustments could be made for tobacco exposure and sex. METHODS: We evaluated GRPR mRNA levels in histologically normal bronchial epithelial cells from 224 lung cancer patients and 107 surgical cancer-free controls. Associations with lung cancer were tested using logistic regression models. RESULTS: Bronchial GRPR expression was significantly associated with lung cancer (OR = 4.76; 95% CI = 2.32-9.77) in a multivariable logistic regression (MLR) model adjusted for age, sex, smoking status and pulmonary function. MLR analysis stratified by smoking status indicated that ORs were higher in never and former smokers (OR = 7.74; 95% CI = 2.96-20.25) compared to active smokers (OR = 1.69; 95% CI = 0.46-6.33). GRPR expression did not differ by subject sex, and lung cancer risk associated with GRPR expression was not modified by sex. CONCLUSIONS: GRPR expression in non-cancerous bronchial epithelium was significantly associated with the presence of lung cancer in never and former smokers. The association in never and former smokers was found in males and females. Association with lung cancer did not differ by sex in any smoking group.


Asunto(s)
Adenocarcinoma/metabolismo , Bronquios/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Carcinoma de Células Escamosas/metabolismo , Neoplasias Pulmonares/metabolismo , Receptores de Bombesina/biosíntesis , Carcinoma Pulmonar de Células Pequeñas/metabolismo , Adenocarcinoma/epidemiología , Adenocarcinoma del Pulmón , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/epidemiología , Carcinoma de Células Escamosas/epidemiología , Estudios de Casos y Controles , Femenino , Humanos , Pulmón/metabolismo , Pulmón/fisiología , Neoplasias Pulmonares/epidemiología , Masculino , Persona de Mediana Edad , Riesgo , Carcinoma Pulmonar de Células Pequeñas/epidemiología , Fumar/efectos adversos , Fumar/epidemiología , Fumar/metabolismo
12.
Am J Respir Crit Care Med ; 183(3): 330-40, 2011 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-20813891

RESUMEN

RATIONALE: Studies with genetically engineered mice showed that decreased expression of the transmembrane peptidase neprilysin (NEP) increases susceptibility to hypoxic pulmonary vascular remodeling and hypertension; in hypoxic wild-type mice, expression is decreased early in distal pulmonary arteries, where prominent vascular remodeling occurs. Therefore, in humans with smoke- and hypoxia-induced vascular remodeling, as in chronic obstructive pulmonary disease (COPD), pulmonary activity/expression of NEP may likewise be decreased. OBJECTIVES: To test whether NEP activity and expression are reduced in COPD lungs and pulmonary arterial smooth muscle cells (SMCs) exposed to cigarette smoke extract or hypoxia and begin to investigate mechanisms involved. METHODS: Control and advanced COPD lung lysates (n = 13-14) were analyzed for NEP activity and protein and mRNA expression. As a control, dipeptidyl peptidase IV activity was analyzed. Lung sections were assessed for vascular remodeling and oxidant damage. Human pulmonary arterial SMCs were exposed to cigarette smoke extract, hypoxia, or H2O2, and incubated with antioxidants or lysosomal/proteasomal inhibitors. MEASUREMENTS AND MAIN RESULTS: COPD lungs demonstrated areas of vascular rarification, distal muscularization, and variable intimal and prominent medial/adventitial thickening. NEP activity was reduced by 76%; NEP protein expression was decreased in alveolar walls and distal vessels; mRNA expression was also decreased. In SMCs exposed to cigarette smoke extract, hypoxia, and H2O2, NEP activity and expression were also reduced. Reactive oxygen species inactivated NEP activity; NEP protein degradation appeared to be substantially induced. CONCLUSIONS: Mechanisms responsible for reduced NEP activity and protein expression include oxidative reactions and protein degradation. Maintaining or increasing lung NEP may protect against pulmonary vascular remodeling in response to chronic smoke and hypoxia.


Asunto(s)
Remodelación de las Vías Aéreas (Respiratorias)/fisiología , Neprilisina/fisiología , Enfermedad Pulmonar Obstructiva Crónica/patología , Adolescente , Anciano , Western Blotting , Estudios de Casos y Controles , Femenino , Humanos , Pulmón/irrigación sanguínea , Pulmón/química , Pulmón/patología , Masculino , Persona de Mediana Edad , Neprilisina/análisis , Alveolos Pulmonares/patología , Arteria Pulmonar/patología , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Adulto Joven
13.
Chest ; 160(4): e351-e355, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34625183

RESUMEN

CASE PRESENTATION: A 58-year-old woman presented to a pulmonology clinic for evaluation of bilateral pulmonary nodules. Two years previously, she had presented with atrioventricular nodal reentrant tachycardia. During evaluation for her tachyarrhythmia, transthoracic echocardiogram (TTE) revealed a large, homogenous, highly mobile right atrial and ventricular mass. She underwent electrophysiologic ablation, tricuspid valve annular ring replacement, and resection of the mass, which pathology confirmed to be a myxoma. Now, a recent abdomen and pelvis CT study obtained for history of nephrolithiasis incidentally noted bilateral lower lobe pulmonary nodules. Follow-up noncontrast chest CT confirmed bilateral peribronchovascular solid pulmonary nodules up to 8 mm in diameter throughout all lobes. The nodules appeared contiguous with the segmental and subsegmental bronchovascular bundles, and many occurred at branch points. There was no mediastinal or hilar lymphadenopathy. To evaluate the pulmonary nodules, she was referred to a pulmonology clinic. She reported only stable, nonlimiting dyspnea on exertion. She did not have a cough. She denied a history of fevers, weight loss, or night sweats. She had no rash or skin changes, visual changes, joint pain or swelling, or palpitations. She had no history of oropharyngeal or genital ulcerations. Social history was notable for a 40-pack-year smoking history, with quit date 2 years prior. She had no risk factors for TB exposure and no exposures to sandblasting, stone cutting, or other environmental risk factors for silicosis. Family history was negative for autoimmune conditions, sarcoidosis, and lymphoproliferative disorders.


Asunto(s)
Aneurisma/etiología , Neoplasias Cardíacas/complicaciones , Nódulos Pulmonares Múltiples/etiología , Mixoma/complicaciones , Células Neoplásicas Circulantes , Arteria Pulmonar/diagnóstico por imagen , Aneurisma/diagnóstico por imagen , Aneurisma/fisiopatología , Angiografía por Tomografía Computarizada , Femenino , Volumen Espiratorio Forzado , Neoplasias Cardíacas/diagnóstico por imagen , Neoplasias Cardíacas/cirugía , Humanos , Persona de Mediana Edad , Nódulos Pulmonares Múltiples/diagnóstico por imagen , Nódulos Pulmonares Múltiples/fisiopatología , Mixoma/diagnóstico por imagen , Mixoma/cirugía , Capacidad de Difusión Pulmonar , Capacidad Vital
14.
Am J Pathol ; 174(3): 782-96, 2009 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-19234135

RESUMEN

Neprilysin is a transmembrane metalloendopeptidase that degrades neuropeptides that are important for both growth and contraction. In addition to promoting carcinogenesis, decreased levels of neprilysin increases inflammation and neuroendocrine cell hyperplasia, which may predispose to vascular remodeling. Early pharmacological studies showed a decrease in chronic hypoxic pulmonary hypertension with neprilysin inhibition. We used a genetic approach to test the alternate hypothesis that neprilysin depletion increases chronic hypoxic pulmonary hypertension. Loss of neprilysin had no effect on baseline airway or alveolar wall architecture, vessel density, cardiac function, hematocrit, or other relevant peptidases. Only lung neuroendocrine cell hyperplasia and a subtle neuropeptide imbalance were found. After chronic hypoxia, neprilysin-null mice exhibited exaggerated pulmonary hypertension and striking increases in muscularization of distal vessels. Subtle thickening of proximal media/adventitia not typically seen in mice was also detected. In contrast, adaptive right ventricular hypertrophy was less than anticipated. Hypoxic wild-type pulmonary vessels displayed close temporal and spatial relationships between decreased neprilysin and increased cell growth. Smooth muscle cells from neprilysin-null pulmonary arteries had increased proliferation compared with controls, which was decreased by neprilysin replacement. These data suggest that neprilysin may be protective against chronic hypoxic pulmonary hypertension in the lung, at least in part by attenuating the growth of smooth muscle cells. Lung-targeted strategies to increase neprilysin levels could have therapeutic benefits in the treatment of this disorder.


Asunto(s)
Hipertensión Pulmonar/patología , Hipoxia/genética , Ratones Noqueados , Neprilisina/deficiencia , Arteria Pulmonar/patología , Circulación Pulmonar/fisiología , Animales , División Celular , Enfermedad Crónica , Cartilla de ADN , Predisposición Genética a la Enfermedad , Genotipo , Hemodinámica , Hipertensión Pulmonar/genética , Hipoxia/patología , Ratones , Ratones Endogámicos C57BL , Músculo Liso Vascular/patología , Neprilisina/genética
15.
PLoS One ; 15(4): e0231468, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32287288

RESUMEN

We present a case study for implementing a machine learning algorithm with an incremental value framework in the domain of lung cancer research. Machine learning methods have often been shown to be competitive with prediction models in some domains; however, implementation of these methods is in early development. Often these methods are only directly compared to existing methods; here we present a framework for assessing the value of a machine learning model by assessing the incremental value. We developed a machine learning model to identify and classify lung nodules and assessed the incremental value added to existing risk prediction models. Multiple external datasets were used for validation. We found that our image model, trained on a dataset from The Cancer Imaging Archive (TCIA), improves upon existing models that are restricted to patient characteristics, but it was inconclusive about whether it improves on models that consider nodule features. Another interesting finding is the variable performance on different datasets, suggesting population generalization with machine learning models may be more challenging than is often considered.


Asunto(s)
Neoplasias Pulmonares/clasificación , Neoplasias Pulmonares/diagnóstico , Interpretación de Imagen Radiográfica Asistida por Computador/métodos , Algoritmos , Bases de Datos Factuales , Aprendizaje Profundo , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Pulmón , Aprendizaje Automático , Redes Neurales de la Computación , Lesiones Precancerosas , Tomografía Computarizada por Rayos X
16.
Am J Respir Cell Mol Biol ; 40(1): 31-7, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18635814

RESUMEN

Members of the Sprouty family encode novel proteins that are thought to function primarily as intracellular antagonists of the Ras-signaling pathway. Increased Ras signaling is a critical characteristic of human lung adenocarcinoma, the most common type of non-small cell lung cancer. Sprouty 2 is expressed in the lung epithelium, the tissue layer from which lung cancers arise. We hypothesized that overexpression of Sprouty 2 in the distal lung epithelium would inhibit lung tumorigenesis. To test the hypothesis, the consequences of overexpressing Sprouty 2 in the distal lung epithelium on urethane-induced mouse lung tumorigenesis were determined. Urethane is a chemical carcinogen found in tobacco smoke that causes activating mutations in Kras and induces lung tumors in mice. Sprouty 2-overexpressor mice developed significantly fewer lung tumors compared with their littermate controls (13.2 +/- 1.1 versus 18.1 +/- 1.3, P = 0.006). Tumor diameter was also significantly smaller in Sprouty 2 overexpressors (0.85 mm +/- 0.03 versus 0.95 mm +/- 0.02, P = 0.005). Sprouty 2 overexpression did not alter Kras mutational frequencies in urethane-induced tumors, suggesting that the tumor-suppressing effect of Sprouty 2 overexpression acts at a stage after Kras mutation, perhaps by interfering with receptor tyrosine kinase-induced signaling. These results demonstrate that Sprouty 2 overexpression inhibited both tumor initiation and subsequent tumor growth.


Asunto(s)
Carcinógenos/toxicidad , Neoplasias Pulmonares/metabolismo , Proteínas de la Membrana/metabolismo , Mucosa Respiratoria/efectos de los fármacos , Mucosa Respiratoria/metabolismo , Uretano/toxicidad , Proteínas Adaptadoras Transductoras de Señales , Fosfatasa Alcalina , Animales , Femenino , Proteínas Ligadas a GPI , Humanos , Péptidos y Proteínas de Señalización Intracelular , Isoenzimas/metabolismo , Neoplasias Pulmonares/inducido químicamente , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patología , Masculino , Proteínas de la Membrana/genética , Ratones , Ratones Transgénicos , Proteínas Serina-Treonina Quinasas , Proteínas Proto-Oncogénicas p21(ras)/genética , Proteínas Proto-Oncogénicas p21(ras)/metabolismo , Mucosa Respiratoria/citología , Mucosa Respiratoria/patología
18.
Am J Respir Crit Care Med ; 177(3): 342-7, 2008 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-17989344

RESUMEN

RATIONALE: The development of lung cancer (LC) is accompanied by field changes in the airway mucosa that may have prognostic importance. OBJECTIVES: To compare patients with prevalent LC to control subjects regarding their histologic dysplasia scores and chromosomal aneusomy as measured by fluorescence in situ hybridization (FISH). METHODS: The most advanced bronchial histology lesion was assessed from each of 44 LC cases and 90 cancer-free control subjects using a four-color FISH probe set encompassing the chromosome 6 centromere, 5p15.2, 7p12 (epidermal growth factor receptor), and 8q24 v-myc myelocytomatosis viral oncogene homolog (MYC) sequences. Histology grades were coded as dysplasia (moderate or severe) or carcinoma in situ (CIS). MEASUREMENTS AND MAIN RESULTS: CIS was the highest histologic grade for 32 subjects, and dysplasia was the highest grade for 102 subjects (54 moderate, 48 severe). Chromosomal aneusomy was seen in 64% of the LC cases, but in only 31% of the control subjects (odds ratio [OR], 4.68; 95% confidence interval [CI]. 1.97-11.04). Among those with any level of dysplasia, the OR for positive FISH and LC was 2.28 (95% CI, 0.75-6.86). Among those with CIS, the OR for positive FISH and LC was 5.84 (95% CI, 1.31-26.01). CONCLUSIONS: Chromosomal aneusomy is associated with LC. Prospective examination of aneusomy as a precursor lesion that predicts LC is needed.


Asunto(s)
Bronquios/patología , Carcinoma in Situ/genética , Aberraciones Cromosómicas , Células Epiteliales/patología , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patología , Adulto , Anciano , Biomarcadores , Bronquios/citología , Broncoscopía , Carcinoma in Situ/patología , Estudios de Casos y Controles , Progresión de la Enfermedad , Femenino , Humanos , Hibridación Fluorescente in Situ , Neoplasias Pulmonares/fisiopatología , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Fumar
19.
Cancer Prev Res (Phila) ; 12(10): 721-730, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31308004

RESUMEN

Lung cancer chemoprevention, especially in high-risk former smokers, has great potential to reduce lung cancer incidence and mortality. Thiazolidinediones prevent lung cancer in preclinical studies, and diabetics receiving thiazolidinediones have lower lung cancer rates which led to our double-blind, randomized, phase II placebo-controlled trial of oral pioglitazone in high-risk current or former smokers with sputum cytologic atypia or known endobronchial dysplasia. Bronchoscopy was performed at study entry and after completing 6 months of treatment. Biopsies were histologically scored, and primary endpoint analysis tested worst biopsy scores (Max) between groups; Dysplasia index (DI) and average score (Avg) changes were secondary endpoints. Biopsies also received an inflammation score. The trial accrued 92 subjects (47 pioglitazone, 45 placebo), and 76 completed both bronchoscopies (39 pioglitazone, 37 placebo). Baseline dysplasia was significantly worse for current smokers, and 64% of subjects had mild or greater dysplasia at study entry. Subjects receiving pioglitazone did not exhibit improvement in bronchial dysplasia. Former smokers treated with pioglitazone exhibited a slight improvement in Max, while current smokers exhibited slight worsening. While statistically significant changes in Avg and DI were not observed in the treatment group, former smokers exhibited a slight decrease in both Avg and DI. Negligible Avg and DI changes occurred in current smokers. A trend toward decreased Ki-67 labeling index occurred in former smokers with baseline dysplasia receiving pioglitazone. While pioglitazone did not improve endobronchial histology in this high-risk cohort, specific lesions showed histologic improvement, and further study is needed to better characterize responsive dysplasia.


Asunto(s)
Displasia Broncopulmonar/tratamiento farmacológico , Carcinoma in Situ/prevención & control , Quimioprevención/métodos , Neoplasias Pulmonares/prevención & control , Pioglitazona/uso terapéutico , Fumar/efectos adversos , Fumar/tratamiento farmacológico , Anciano , Biopsia , Displasia Broncopulmonar/patología , Broncoscopía , Carcinoma in Situ/patología , Método Doble Ciego , Femenino , Humanos , Pulmón/efectos de los fármacos , Pulmón/patología , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Placebos , Inducción de Remisión , Factores de Riesgo , Fumadores , Cese del Hábito de Fumar/estadística & datos numéricos , Esputo/citología , Esputo/efectos de los fármacos
20.
Cancer Epidemiol Biomarkers Prev ; 17(1): 158-62, 2008 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18199720

RESUMEN

BACKGROUND: There is a need for early detection methods for lung cancer. Radiologic imaging may be more sensitive for peripheral cancers than for cancers arising in the central airways, from which bronchial epithelial cells are exfoliated into the sputum. METHODS: Sputum samples were collected at baseline and periodically thereafter in a cohort of smokers and former smokers with chronic obstructive lung disease. The association between cytologic atypia and incident lung cancer was assessed by hazard ratios (HR; 95% confidence intervals) using Cox regression and by odds ratios (95% confidence intervals) using logistic regression, adjusting for potential confounding factors. RESULTS: We observed 174 incident lung cancers in a cohort of 2,521 people over 9,869 person-years of observation. Risk for incident lung cancer was increased among those with cytologic atypia graded as moderate or worse (adjusted HR, 2.37; 1.68-3.34). The association between sputum atypia and lung cancer incidence was greatest for those sputum samples collected 5 months or less before the diagnosis of lung cancer (odds ratio, 10.32; 5.34-19.97). The association was substantially stronger for squamous cell lung cancers (HR, 5.13; 2.89-9.10) than for adenocarcinomas (HR, 1.85; 0.94-3.65). CONCLUSION: Cytologic atypia is a marker for increased lung cancer risk. These cytologic changes seem to arise from late events that are most apparent for cancers arising in the central respiratory airways. Whether cytologic atypia might complement radiologic imaging in a combined approach to lung cancer, early detection requires additional evaluation of those two methods used together.


Asunto(s)
Adenocarcinoma/patología , Carcinoma de Células Pequeñas/patología , Carcinoma de Células Escamosas/patología , Neoplasias Pulmonares/patología , Pulmón/citología , Esputo/citología , Adulto , Anciano , Estudios de Cohortes , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Fumar
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