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1.
Eur Radiol ; 33(7): 4746-4757, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-36786906

RESUMEN

OBJECTIVES: Interstitial lung disease (ILD) impacts mortality in antisynthetase syndrome (ASyS). Computed tomographic (CT) patterns and evolution in ASyS ILD are not well described. We report longitudinal CT patterns in ASyS-ILD and their impact on survival. METHODS: This is a monocentric retrospective study of 47 patients with ASyS-ILD. Longitudinal CT patterns and fibrosis severity (severity of radiographic features indicating fibrosis) were analyzed by two radiologists in consensus. The association between imaging features and survival was examined using univariate Cox regression analysis. RESULTS: In total, 211 CT scans were analyzed with an average of 4 ± 2 CT scans/patient with a median follow-up of 79 months in 47 patients. Non-fibrotic patterns were present initially in 63.8% (n = 30) of patients, while fibrotic patterns occurred in 36.2% (n = 17). The initial non-fibrotic patterns/abnormalities resolved in 23.3% (n = 7), evolved in 6.7% (n = 2), persisted in 13.3% (n = 4), and progressed in 56.7% (n = 17), while initial fibrotic patterns persisted in 82.4% (n = 14) and progressed in 17.6% (n = 3). Radiographic progression of ILD (progression in CT pattern or increased fibrosis severity) occurred in 53.2% (n = 25) of patients. Advanced age and radiographic progression were associated with decreased survival (all p < 0.05). The presence of ground-glass opacities (GGO) and predominant lower lung distribution of abnormalities on initial CTs were associated with increased survival (all p < 0.05). CONCLUSION: Progression occurred in 56.7% of ASyS-ILD patients presenting with non-fibrotic patterns. Fibrotic patterns tended to persist. Age and radiographic progression were associated with reduced survival while the initial presence of GGO and predominant lower lobe distribution were associated with increased survival. KEY POINTS: • In ASyS-ILD, initial non-fibrotic patterns such as OP, cNSIP, or OP-cNSIP tended to progress to fNSIP. • Fibrotic patterns such as fNSIP or UIP in ASyS-ILD tended to persist without pattern changes. • GGO and lower lung predominance on initial CT were associated with better survival while advanced baseline age and radiographic ILD progression during follow-up were associated with decreased survival.


Asunto(s)
Enfermedades Pulmonares Intersticiales , Humanos , Estudios Retrospectivos , Enfermedades Pulmonares Intersticiales/complicaciones , Enfermedades Pulmonares Intersticiales/diagnóstico por imagen , Pulmón/diagnóstico por imagen , Fibrosis , Progresión de la Enfermedad
2.
Am J Respir Crit Care Med ; 202(3): e36-e69, 2020 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-32706311

RESUMEN

Background: This guideline addresses the diagnosis of hypersensitivity pneumonitis (HP). It represents a collaborative effort among the American Thoracic Society, Japanese Respiratory Society, and Asociación Latinoamericana del Tórax.Methods: Systematic reviews were performed for six questions. The evidence was discussed, and then recommendations were formulated by a multidisciplinary committee of experts in the field of interstitial lung disease and HP using the GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) approach.Results: The guideline committee defined HP, and clinical, radiographic, and pathological features were described. HP was classified into nonfibrotic and fibrotic phenotypes. There was limited evidence that was directly applicable to all questions. The need for a thorough history and a validated questionnaire to identify potential exposures was agreed on. Serum IgG testing against potential antigens associated with HP was suggested to identify potential exposures. For patients with nonfibrotic HP, a recommendation was made in favor of obtaining bronchoalveolar lavage (BAL) fluid for lymphocyte cellular analysis, and suggestions for transbronchial lung biopsy and surgical lung biopsy were also made. For patients with fibrotic HP, suggestions were made in favor of obtaining BAL for lymphocyte cellular analysis, transbronchial lung cryobiopsy, and surgical lung biopsy. Diagnostic criteria were established, and a diagnostic algorithm was created by expert consensus. Knowledge gaps were identified as future research directions.Conclusions: The guideline committee developed a systematic approach to the diagnosis of HP. The approach should be reevaluated as new evidence accumulates.


Asunto(s)
Alveolitis Alérgica Extrínseca/diagnóstico , Líquido del Lavado Bronquioalveolar/citología , Exposición por Inhalación , Pulmón/patología , Linfocitos/inmunología , Fibrosis Pulmonar/diagnóstico , Adulto , Alveolitis Alérgica Extrínseca/complicaciones , Alveolitis Alérgica Extrínseca/inmunología , Alveolitis Alérgica Extrínseca/patología , Biopsia , Broncoscopía , Criocirugía , Humanos , Inmunoglobulina G/inmunología , Anamnesis , Fibrosis Pulmonar/etiología , Fibrosis Pulmonar/inmunología , Fibrosis Pulmonar/patología , Pruebas Serológicas , Encuestas y Cuestionarios
3.
Curr Opin Pulm Med ; 26(5): 487-495, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32740379

RESUMEN

PURPOSE OF REVIEW: In this review, the authors discuss systemic sclerosis-associated interstitial lung disease (SSc-ILD) with a focus on recent developments in diagnosis, surveillance, and management. RECENT FINDINGS: With advances in the management of SSc, the importance of ILD has been increasingly recognized and is the leading cause of mortality. Early detection is essential, and a combination of lung function testing and chest imaging are key tools in diagnosis and surveillance. The foundation of treatment is immunomodulation with recent studies identifying several potential new agents. The use of therapies targeting pro-fibrotic pathways have demonstrated significant effects on lung function decline and represent the latest advance in therapy for SSc-ILD. SUMMARY: Recent studies support the use of newer therapies in SSc-ILD including antifibrotic agents. The identification and management of comorbidities is important, and lung transplantation is a viable option for patients with advanced disease.


Asunto(s)
Enfermedades Pulmonares Intersticiales/diagnóstico , Esclerodermia Sistémica/diagnóstico , Comorbilidad , Diagnóstico Precoz , Intervención Médica Temprana , Humanos , Factores Inmunológicos/uso terapéutico , Pulmón/fisiopatología , Enfermedades Pulmonares Intersticiales/complicaciones , Enfermedades Pulmonares Intersticiales/fisiopatología , Enfermedades Pulmonares Intersticiales/terapia , Trasplante de Pulmón , Pruebas de Función Respiratoria , Esclerodermia Sistémica/complicaciones , Esclerodermia Sistémica/fisiopatología , Esclerodermia Sistémica/terapia
6.
Am J Respir Crit Care Med ; 195(6): 801-813, 2017 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-27684041

RESUMEN

RATIONALE: Interstitial lung disease (ILD) is a heterogeneous group of acute and chronic inflammatory and fibrotic lung diseases. Existing ILD registries have had variable findings. Little is known about the clinical profile of ILDs in India. OBJECTIVES: To characterize new-onset ILDs in India by creating a prospective ILD using multidisciplinary discussion (MDD) to validate diagnoses. METHODS: Adult patients of Indian origin living in India with new-onset ILD (27 centers, 19 Indian cities, March 2012-June 2015) without malignancy or infection were included. All had connective tissue disease (CTD) serologies, spirometry, and high-resolution computed tomography chest. ILD pattern was defined by high-resolution computed tomography images. Three groups independently made diagnoses after review of clinical data including that from prompted case report forms: local site investigators, ILD experts at the National Data Coordinating Center (NDCC; Jaipur, India) with MDD, and experienced ILD experts at the Center for ILD (CILD; Seattle, WA) with MDD. Cohen's κ was used to assess reliability of interobserver agreement. MEASUREMENTS AND MAIN RESULTS: A total of 1,084 patients were recruited. Final diagnosis: hypersensitivity pneumonitis in 47.3% (n = 513; exposure, 48.1% air coolers), CTD-ILD in 13.9%, and idiopathic pulmonary fibrosis in 13.7%. Cohen's κ: 0.351 site investigator/CILD, 0.519 site investigator/NDCC, and 0.618 NDCC/CILD. CONCLUSIONS: Hypersensitivity pneumonitis was the most common new-onset ILD in India, followed by CTD-ILD and idiopathic pulmonary fibrosis; diagnoses varied between site investigators and CILD experts, emphasizing the value of MDD in ILD diagnosis. Prompted case report forms including environmental exposures in prospective registries will likely provide further insight into the etiology and management of ILD worldwide.


Asunto(s)
Enfermedades Pulmonares Intersticiales/epidemiología , Sistema de Registros/estadística & datos numéricos , Diagnóstico Diferencial , Femenino , Humanos , India , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Reproducibilidad de los Resultados
7.
Eur Respir J ; 48(3): 826-32, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27492835

RESUMEN

We sought to assess whether laparoscopic anti-reflux surgery (LARS) is associated with decreased rates of disease progression in patients with idiopathic pulmonary fibrosis (IPF).The study was a retrospective single-centre study of IPF patients with worsening symptoms and pulmonary function despite antacid treatment for abnormal acid gastro-oesophageal reflux. The period of exposure to LARS was September 1998 to December 2012. The primary end-point was a longitudinal change in forced vital capacity (FVC) % predicted in the pre- versus post-surgery periods.27 patients with progressive IPF underwent LARS. At time of surgery, the mean age was 65 years and mean FVC was 71.7% pred. Using a regression model, the estimated benefit of surgery in FVC % pred over 1 year was 5.7% (95% CI -0.9-12.2%, p=0.088) with estimated benefit in FVC of 0.22 L (95% CI -0.06-0.49 L, p=0.12). Mean DeMeester scores decreased from 42 to 4 (p<0.01). There were no deaths in the 90 days following surgery and 81.5% of participants were alive 2 years after surgery.Patients with IPF tolerated the LARS well. There were no statistically significant differences in rates of FVC decline pre- and post-LARS over 1 year; a possible trend toward stabilisation in observed FVC warrants prospective studies. The ongoing prospective randomised controlled trial will hopefully provide further insights regarding the safety and potential efficacy of LARS in IPF.


Asunto(s)
Reflujo Gastroesofágico/cirugía , Fibrosis Pulmonar Idiopática/cirugía , Laparoscopía , Adulto , Anciano , Progresión de la Enfermedad , Femenino , Reflujo Gastroesofágico/complicaciones , Humanos , Concentración de Iones de Hidrógeno , Fibrosis Pulmonar Idiopática/diagnóstico , Masculino , Persona de Mediana Edad , Periodo Perioperatorio , Análisis de Regresión , Pruebas de Función Respiratoria , Estudios Retrospectivos , Fumar , Tomografía Computarizada por Rayos X , Resultado del Tratamiento , Capacidad Vital
13.
Clin Chest Med ; 42(2): 321-335, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34024407

RESUMEN

Nonidiopathic pulmonary fibrosis (non-IPF) progressive fibrotic interstitial lung diseases (PF-ILDs) are a heterogeneous group of ILDs, often challenging to diagnose, although an accurate diagnosis has significant implications for both treatment and prognosis. A subgroup of these patients experiences progressive deterioration in lung function, physical performance, and quality of life after conventional therapy. Risk factors for ILD progression include older age, lower baseline pulmonary function, and a usual interstitial pneumonia pattern. Management of non-IPF P-ILD is both pharmacologic and nonpharmacologic. Antifibrotic drugs, originally approved for IPF, have been considered in patients with other fibrotic ILD subtypes, with favorable results in clinical trials.


Asunto(s)
Enfermedades Pulmonares Intersticiales/diagnóstico , Enfermedades Pulmonares Intersticiales/terapia , Humanos , Fibrosis Pulmonar/diagnóstico , Fibrosis Pulmonar/terapia
14.
Chest ; 160(1): 219-230, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33609518

RESUMEN

A relationship between inhalational exposure to materials in the environment and development of interstitial lung disease (ILD) is long recognized. Hypersensitivity pneumonitis is an environmentally -induced diffuse parenchymal lung disease. In addition to hypersensitivity pneumonitis, domestic and occupational exposures have been shown to influence onset and progression of other ILDs, including idiopathic interstitial pneumonias such as idiopathic pulmonary fibrosis. A key component of the clinical evaluation of patients presenting with ILD includes elucidation of a complete exposure history, which may influence diagnostic classification of the ILD as well as its management. Currently, there is no standardized approach to environmental evaluation or remediation of potentially harmful exposures in home or workplace environments for patients with ILD. This review discusses evidence for environmental contributions to ILD pathogenesis and draws on asthma and occupational medicine literature to frame the potential utility of a professional evaluation for environmental factors contributing to the development and progression of ILD. Although several reports suggest benefits of environmental assessment for those with asthma or certain occupational exposures, lack of information about benefits in broader populations may limit application. Determining the feasibility, long-term outcomes, and cost-effectiveness of environmental evaluation and remediation in acute and chronic ILDs should be a focus of future research.


Asunto(s)
Manejo de la Enfermedad , Exposición a Riesgos Ambientales/efectos adversos , Enfermedades Pulmonares Intersticiales/etiología , Exposición Profesional/efectos adversos , Progresión de la Enfermedad , Humanos , Enfermedades Pulmonares Intersticiales/diagnóstico , Enfermedades Pulmonares Intersticiales/terapia
15.
Lung India ; 38(1): 5-11, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33402631

RESUMEN

BACKGROUND: Predictors of survival for interstitial lung disease (ILD) in the Indian population have not been studied. The primary objective of the study was to assess the Modified-Gender Age and Physiology (M-GAP) score to predict survival in patients with ILD seen in clinical practice. We also analyzed the role of demographic and radiological characteristics in predicting the survival of patients with ILD. MATERIALS AND METHODS: In the ILD India registry, data were collected from 27 centers across 19 cities in India between March 2012 and June 2015. A single follow-up was conducted at 18 centers who agreed to participate in the follow-up in 2017. M-GAP score (range 0-5) was calculated with the following variables: age (≤60 years 0, 61-65 years 1, and >65 years 2), gender (female 0, male 1), and forced vital capacity% (>75% 0, 50%-75% 1, and >75% 2). A score of 0-3 and score of 4 and 5 were classified into Stage 1 and 2, respectively. Other predictors of survival, such as the history of tuberculosis, smoking, and the presence of honeycombing on computed tomography scan, were also evaluated. RESULTS: Nine hundred and seven patients were contacted in 2017. Among them, 309 patients were lost to follow-up; 399 were alive and 199 had died. M-GAP was significantly associated with survival. Similarly, other predictors of survival were ability to perform spirometry (hazard ratio [HR]: 0.49, 95% confidence interval [CI]: 0.34-0.72), past history of tuberculosis (HR: 1.57, 95% CI: 1.07-2.29), current or past history of smoking (HR: 1.51, 95% CI: 1.06-2.16), honeycombing (HR: 1.81, 95% CI: 1.29-2.55), a diagnosis of connective tissue disease -ILD (HR: 0.41, 95% CI: 0.22-0.76), and sarcoidosis (HR: 0.24, 95% CI: 0.08-0.77). CONCLUSION: In a subgroup of patients with newly diagnosed ILD enrolled in ILD India registry and who were available for follow-up, M-GAP score predicted survival. Honeycombing at the time of diagnosis, along with accurate history of smoking, and previous history of tuberculosis were useful indices for predicting survival.

16.
Best Pract Res Clin Rheumatol ; 34(4): 101503, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32284267

RESUMEN

Antisynthetase syndrome (ASyS) is an autoimmune disease clinically manifested most often by interstitial lung disease, myositis, and arthritis. Raynaud's syndrome, fever, and rashes are also commonly seen. This syndrome is characterized by the highly specific presence of antibodies against various aminoacyl transfer RNA synthetases, including Jo-1 and others. In this chapter, we provide an overview of ASyS, including pathogenesis, common clinical manifestations, and treatment strategies. We discuss the spectrum of disease seen with specific antisynthetase antibodies and examine the differences in phenotype between patients with different antisynthetase antibodies. We outline common treatment strategies, which should generally target the most severe and life- or organ-threatening disease manifestations. Finally, we discuss short- and long-term prognosis in ASyS.


Asunto(s)
Aminoacil-ARNt Sintetasas , Miositis , Aminoacil-ARNt Sintetasas/inmunología , Anticuerpos Antinucleares , Artritis/diagnóstico , Artritis/etiología , Artritis/terapia , Autoanticuerpos , Humanos , Enfermedades Pulmonares Intersticiales/diagnóstico , Enfermedades Pulmonares Intersticiales/etiología , Enfermedades Pulmonares Intersticiales/terapia , Miositis/diagnóstico , Miositis/patología , Miositis/terapia
17.
Respir Med Case Rep ; 30: 101120, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32566476

RESUMEN

PURPOSE: Real-time polymerase chain reaction (RT-PCR) detection of severe acute respiratory syndrome coronavirus (SARS-CoV-2) is required for diagnosis of coronavirus disease 2019 (COVID-19). Sensitivity of RT-PCR nasopharyngeal (NP) testing is presumed to be high, but there is no gold standard against which this has been determined. The objective was to determine whether lower respiratory tract infection (LRTI), detected in bronchoalveolar lavage fluid (BALF), occurs in the absence of upper respiratory tract infection with clinical testing of both specimen types. METHODS: Between March 26, 2020 and April 17, 2020 at the University of Washington Medical Center all patients with BALF specimens clinically tested for SARS-CoV-2 were identified. We assessed the proportion of patients with positive RT-PCR for SARS-CoV-2 in BALF after negative NP testing. We describe 3 cases with positive testing in BALF. RESULTS: Among 16 patients with BALF samples, 3 cases (19%) had SARS-CoV-2 detected in BALF. In Case 1, negative NP testing occurred early in the infection and respiratory symptoms may have been missed due to neurologic injury. In Case 2, outpatient diagnosis was aspiration pneumonia, but clinical suspicion remained high for COVID-19 at hospitalization based on epidemiological and clinical features. All 3 cases involved older adults (age >65 years), one of whom was immunosuppressed in the setting of lung transplantation (Case 3). CONCLUSIONS: These data demonstrate that SARS-CoV-2 LRTI occurs in the presence of negative NP testing. NP testing may underestimate the prevalence of COVID-19 and has implications for spread of SARS-CoV2 in the community and healthcare setting.

18.
Eur Respir Rev ; 28(153)2019 Sep 30.
Artículo en Inglés | MEDLINE | ID: mdl-31578210

RESUMEN

Two antifibrotic medications (nintedanib and pirfenidone) were recommended (conditionally) for the treatment of patients with idiopathic pulmonary fibrosis (IPF) in the 2015 IPF evidence-based guidelines. These medications have been shown to reduce the rate of decline in forced vital capacity among patients with IPF over time and are the only two disease-modulating pharmacological agents approved by regulatory agencies and available for clinical use worldwide. With the evolved standard of care for interstitial lung disease evaluation including routine use of high-resolution computed tomography, fibrotic lung diseases other than IPF are increasingly recognised. In addition, it is becoming evident that genetic and pathophysiological mechanisms as well as disease behaviour in patients manifesting other "non-IPF progressive fibrotic interstitial lung diseases" (non-IPF-PF) may be similar to those in patients with IPF. Thus, it is biologically plausible that pharmacological agents with antifibrotic properties may be efficacious in non-IPF-PF. Indeed, studies are underway or planned to assess the safety and efficacy of nintedanib or pirfenidone among patients with several non-IPF fibrotic lung diseases. In this review, we briefly summarise the use of pirfenidone and nintedanib in IPF as well as the rationale and potential for use of these medications in non-IPF-PF that are being investigated in ongoing and upcoming clinical trials.


Asunto(s)
Fibrosis Pulmonar Idiopática/tratamiento farmacológico , Indoles/uso terapéutico , Enfermedades Pulmonares Intersticiales/tratamiento farmacológico , Pulmón/efectos de los fármacos , Piridonas/uso terapéutico , Animales , Humanos , Fibrosis Pulmonar Idiopática/patología , Fibrosis Pulmonar Idiopática/fisiopatología , Indoles/efectos adversos , Pulmón/patología , Pulmón/fisiopatología , Enfermedades Pulmonares Intersticiales/patología , Enfermedades Pulmonares Intersticiales/fisiopatología , Piridonas/efectos adversos , Resultado del Tratamiento , Capacidad Vital
19.
Lung India ; 36(6): 476-482, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31670294

RESUMEN

CONTEXT: Multiple environmental factors are associated with development of hypersensitivity pneumonitis (HP), and diagnostic algorithms for the diagnosis of HP have been proposed in recent perspectives. AIMS: We analyzed the data of patients with HP from interstitial lung disease (ILD)-India registry. The analysis was performed to (1) find the prevalence of HP, (2) reclassify HP as per a recently proposed classification criterion to assess the level of diagnostic certainty, and (3) identify the causative agents for HP. SETTING AND DESIGNS: This was a prospective multicenter study of consecutive, consenting adult patients with new-onset ILD from 27 centers across India (March 2012-April 2015). MATERIALS AND METHODS: The diagnoses were based on prespecified working clinical criteria and multidisciplinary discussions. To assess strength of diagnosis based on available clinical information, patients with HP were subclassified into definite HP, HP with high level of confidence, and HP with low level of confidence using a recent classification scheme. RESULTS: Five hundred and thirteen of 1084 patients with new-onset ILD were clinically diagnosed with HP and subclassified as HP with high level of confidence (380, 74.1%), HP with low level of confidence (106, 20.7%), and definite HP (27, 5.3%). Exposures among patients with HP were birds (odds ratios [OR]: 3.52, P < 0.001), air-conditioners (OR: 2.23, P < 0.001), molds (OR: 1.79, P < 0.001), rural residence (OR: 1.64, P < 0.05), and air-coolers (OR: 1.45, P < 0.05). CONCLUSIONS: About 47.3% of patients with new-onset ILD in India were diagnosed with HP, the majority of whom were diagnosed as HP with a high level of confidence. The most common exposures were birds, cooling devices, and visible molds.

20.
Respir Med ; 144S: S20-S27, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30166087

RESUMEN

BACKGROUND: Idiopathic Pulmonary Fibrosis (IPF) and Sarcoidosis are distinct clinical entities. Fibrotic disease in pulmonary sarcoidosis is typically upper lobe predominant. In IPF fibrosis is basilar and peripheral predominant [usual interstitial pneumonia (UIP) pattern]. Sarcoidosis and UIP have rarely been observed in the same patient. We sought to characterize patients manifesting both sarcoidosis and IPF and compare clinical features and survival to that of patients with "Lone-IPF" (IPF only) and pulmonary sarcoidosis with fibrosis in a non-UIP pattern. METHODS: Patients were identified from a clinical database and data abstracted from medical records (1995-2016): 1) 25 patients with combined sarcoidosis and IPF (CSIPF) defined by clinical and histological features of sarcoidosis and HRCT features of possible or definite UIP or UIP by histopathology; 2) Randomly selected control patients during the same period: 28 Lone-IPF, 25 stage III/IV pulmonary sarcoidosis. RESULTS: The gender and race of patients with CSIPF and Lone-IPF patients were similar (68% male and 84% Caucasian), as were survival outcomes. Mean time from IPF diagnosis to death: 3.2 years CSIPF, 3.6 years Lone-IPF (log rank p value 0.49). Among patients with pulmonary sarcoidosis, mean time from diagnosis to death: 21.4 years. CONCLUSIONS: Clinical characteristics/behavior of patients with CSIPF was similar to Lone-IPF patients. It is possible that patients with sarcoidosis coincidentally developed IPF and/or have occult genetic predisposition factors to manifest both diseases at different time points. Further study is needed.


Asunto(s)
Fibrosis Pulmonar Idiopática/diagnóstico , Sarcoidosis/diagnóstico , Sarcoidosis/genética , Adulto , Anciano , Femenino , Predisposición Genética a la Enfermedad , Humanos , Fibrosis Pulmonar Idiopática/epidemiología , Fibrosis Pulmonar Idiopática/etiología , Fibrosis Pulmonar Idiopática/patología , Masculino , Persona de Mediana Edad , Fenotipo , Pruebas de Función Respiratoria/métodos , Estudios Retrospectivos , Sarcoidosis/complicaciones , Sarcoidosis/epidemiología , Tasa de Supervivencia , Tomografía Computarizada por Rayos X/métodos
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