1
|
Gayá García-Manso I, Arenas Jiménez J, Hernández Blasco L, García Garrigós E, Nofuentes Pérez E, Sirera Matilla M, Ruiz Alcaraz S, García Sevila R. Radiological usual interstitial pneumonia pattern is associated with two-year mortality in patients with idiopathic pulmonary fibrosis. Heliyon 2024; 10:e26623. [PMID: 38434331 PMCID: PMC10906386 DOI: 10.1016/j.heliyon.2024.e26623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 03/05/2024] Open
Abstract
Introduction The new diagnostic guidelines for idiopathic pulmonary fibrosis (IPF) did not rule out the possibility of combining the radiological patterns of usual interstitial pneumonia (UIP) and probable UIP, given the similar management and diagnostic capacity. However, the prognostic implications of these patterns have not been fully elucidated, with different studies showing heterogeneous results. We applied the new criteria to a retrospective series of patients with IPF, assessing survival based on radiological patterns, findings, and their extension. Methods Two thoracic radiologists reviewed high-resolution computed tomography images taken at diagnosis in 146 patients with IPF, describing the radiological findings and patterns. The association of each radiological finding and radiological patterns with two-year mortality was analysed. Results The two-year mortality rate was 40.2% in IPF patients with an UIP radiological pattern versus 7.1% in those with probable UIP. Compared to the UIP pattern, probable UIP was protective against mortality, even after adjusting for age, sex, pulmonary function, and extent of fibrosis (hazard ratio (HR) 0.23, 95% confidence interval (CI) 0.06-0.99). Receiving antifibrotic treatment was also a protective factor (HR 0.51, 95%CI 0.27-0.98). Honeycombing (HR 3.62, 95%CI 1.27-10.32), an acute exacerbation pattern (HR 4.07, 95%CI 1.84-8.96), and the overall extent of fibrosis (HR 1.04, 95%CI 1.02-1.06) were predictors of mortality. Conclusions In our series, two-year mortality was higher in patients with IPF who presented a radiological pattern of UIP versus probable UIP on the initial scan. Honeycombing, an acute exacerbation pattern, and a greater overall extent of fibrosis were also predictors of increased mortality. The prognostic differences between the radiological pattern of UIP and probable UIP in our series would support maintaining them as two differentiated patterns.
Collapse
Affiliation(s)
| | - Juan Arenas Jiménez
- Department of Radiology, Dr. Balmis General University Hospital, ISABIAL, Alicante, Spain
| | - Luis Hernández Blasco
- Department of Pulmonology, Dr. Balmis General University Hospital, ISABIAL, Alicante, Spain
- Department of Clinical Medicine. UMH. Alicante, Spain
| | - Elena García Garrigós
- Department of Radiology, Dr. Balmis General University Hospital, ISABIAL, Alicante, Spain
| | - Ester Nofuentes Pérez
- Department of Pulmonology, Vinalopó University Hospital, Elche, ISABIAL, Alicante, Spain
| | - Marina Sirera Matilla
- Department of Radiology, Dr. Balmis General University Hospital, ISABIAL, Alicante, Spain
| | - Sandra Ruiz Alcaraz
- Department of Pulmonology, Elche General University Hospital, Elche, ISABIAL, Alicante, Spain
| | - Raquel García Sevila
- Department of Pulmonology, Dr. Balmis General University Hospital, ISABIAL, Alicante, Spain
| |
Collapse
|
2
|
Patrucco F, Albera C, Bellan M, Zava M, Gavelli F, Balbo PE, Solidoro P. Measure of lung dielectric proprieties in patients with Idiopathic Pulmonary Fibrosis: correlation with clinical, radiological and pulmonary functional parameters. Respir Med 2023; 217:107370. [PMID: 37516274 DOI: 10.1016/j.rmed.2023.107370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 07/15/2023] [Accepted: 07/24/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND Dielectric properties of biological tissues are biophysical parameters; in lung they change with amount of air, blood and parenchyma. Remote Dielectric Sensing (ReDS™) technology measures dielectric properties of lung tissues quantifying the content of fluids inside the scan volume. We aimed to evaluate the reliability of ReDS™ measure in Idiopathic Pulmonary Fibrosis (IPF) patients and in healthy volunteers, and to investigate the correlation of ReDS™ score with clinical, radiological and functional parameters. METHODS We conducted a prospective observational study, including 52 patients with diagnosis of IPF and 17 healthy volunteers; for each patient we recorded: complete functional evaluation, dyspnoea score (mMRC scale), Usual Interstitial Pneumonia (UIP) Computed Tomography (CT) pattern (UIP definite or probable) and ReDS™ measure (expressed in %). RESULTS ReDS™ measure was reported as correct both in patients and controls, the firsts with higher scores (33.8% vs 29.1%, p = 0.003). In IPF patients we observed a significant inverse correlation with ReDS™ score and Forced Vital Capacity (FVC), Vital Capacity (VC) and Total Lung Capacity (TLC) measures and, when we considered only patients with UIP definite CT pattern, the correlation was inverse with FVC, VC, TLC, DLCO. In IPF patients the higher was mMRC dyspnoea index, the higher was ReDS™ score. No significant correlations were observed between ReDS™ score and functional parameters in healthy controls. DISCUSSION We demonstrated a correlation of ReDS™ scores with some functional (mainly indicative or diagnostic for restriction) and clinical parameters in IPF patients; the score was correlated with density of tissues possibly quantifying tissue fibrosis in IPF patients.
Collapse
Affiliation(s)
- Filippo Patrucco
- Respiratory Diseases Unit, Medical Department, AOU Maggiore della Carità di Novara, Novara, Italy; Translational Medicine Department, University of Eastern Piedmont, Novara, Italy.
| | - Carlo Albera
- Medical Sciences Department, University of Turin, Turin, Italy; Respiratory Diseases Unit, Cardiovascular and Thoracic Department, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Mattia Bellan
- Translational Medicine Department, University of Eastern Piedmont, Novara, Italy; Division of Internal Medicine, Medical Department, AOU Maggiore della Carità di Novara, Novara, Italy
| | - Martina Zava
- Respiratory Diseases Unit, Medical Department, AOU Maggiore della Carità di Novara, Novara, Italy
| | - Francesco Gavelli
- Translational Medicine Department, University of Eastern Piedmont, Novara, Italy
| | - Piero Emilio Balbo
- Respiratory Diseases Unit, Medical Department, AOU Maggiore della Carità di Novara, Novara, Italy; Translational Medicine Department, University of Eastern Piedmont, Novara, Italy
| | - Paolo Solidoro
- Medical Sciences Department, University of Turin, Turin, Italy; Respiratory Diseases Unit, Cardiovascular and Thoracic Department, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| |
Collapse
|
3
|
Platenburg MGJP, van Moorsel CHM, Wiertz IA, van der Vis JJ, Vorselaars ADM, Veltkamp M, Grutters JC. Improved Survival of IPF patients Treated With Antifibrotic Drugs Compared With Untreated Patients. Lung 2023; 201:335-343. [PMID: 37341844 DOI: 10.1007/s00408-023-00628-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 06/09/2023] [Indexed: 06/22/2023]
Abstract
PURPOSE Pirfenidone and nintedanib unequivocally inhibit FVC decline, but have been inconsistently linked to reduced mortality in phase III studies. On the contrary, real-world data show a survival benefit of antifibrotic drugs. However, it is unknown what this benefit is across different Gender, Age, and Physiology (GAP) stages. RESEARCH QUESTIONS Is there a difference in transplant-free (TPF) survival of IPF patients receiving antifibrotic drugs (IPFAF) compared with an untreated cohort (IPFnon-AF)? Is this different for patients with GAP stage I, II, or III. METHODS This is a single-center observational cohort study using prospectively included patients diagnosed with IPF between 2008-2018. Primary outcomes were TPF survival difference and 1-, 2-, and 3-year cumulative mortality for IPFAF and IPFnon-AF. This was repeated after stratification for GAP stage. RESULTS In total, 457 patients were included. The median transplant-free survival was 3.4 years in IPFAF (n = 313) and 2.2 years in IPFnon-AF (n = 144, p = 0.005). For GAP stage II, a median survival of 3.1 and 1.7 years was noted for IPFAF (n = 143) and IPFnon-AF (n = 59, p < 0.001), respectively. A significantly lower 1-, 2-, and 3- year cumulative mortality was found for IPFAF with GAP stage II (1 yr: 7.0% vs 35.6%, 2 yr: 26.6% vs 55.9%, and 3 yr: 46.9% vs 69.5%). The 1-year cumulative mortality of IPFAF with GAP III was also significantly lower (19.0% vs 65.0%). CONCLUSION This large real-world study showed a survival benefit in IPFAF compared with IPFnon-AF. This especially holds true for patients with GAP stage II and III.
Collapse
Affiliation(s)
- Mark G J P Platenburg
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands.
| | - Coline H M van Moorsel
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands
- Division of Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ivo A Wiertz
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands
| | - Joanne J van der Vis
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands
- Department of Clinical Chemistry, St Antonius Hospital, Nieuwegein, The Netherlands
| | - Adriane D M Vorselaars
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands
- Division of Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marcel Veltkamp
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands
- Division of Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jan C Grutters
- Interstitial Lung Diseases Center of Excellence, Department of Pulmonology, St Antonius Hospital, Koekoekslaan 1, Nieuwegein, 3435CM, The Netherlands
- Division of Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|
4
|
Alsomali H, Palmer E, Aujayeb A, Funston W. Early Diagnosis and Treatment of Idiopathic Pulmonary Fibrosis: A Narrative Review. Pulm Ther 2023; 9:177-193. [PMID: 36773130 PMCID: PMC10203082 DOI: 10.1007/s41030-023-00216-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 01/19/2023] [Indexed: 02/12/2023] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrosing interstitial lung disease of unknown aetiology. Patients typically present with symptoms of chronic dyspnoea and cough over a period of months to years. IPF has a poor prognosis, with an average life expectancy of 3-5 years from diagnosis if left untreated. Two anti-fibrotic medications (nintedanib and pirfenidone) have been approved for the treatment of IPF. These drugs slow disease progression by reducing decline in lung function. Early diagnosis is crucial to ensure timely treatment selection and improve outcomes. High-resolution computed tomography (HRCT) plays a major role in the diagnosis of IPF. In this narrative review, we discuss the importance of early diagnosis, awareness among primary care physicians, lung cancer screening programmes and early IPF detection, and barriers to accessing anti-fibrotic medications.
Collapse
Affiliation(s)
- Hana Alsomali
- Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, NE1 7RU, UK
| | - Evelyn Palmer
- Department of Respiratory Medicine, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, NE1 4LP, UK.
| | - Avinash Aujayeb
- Department of Respiratory Medicine, Northumbria Healthcare NHS Trust, Northumbria Way, Cramlington, NE23 6NZ, UK
| | - Wendy Funston
- Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, NE1 7RU, UK.,Department of Respiratory Medicine, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, NE1 4LP, UK
| |
Collapse
|
5
|
Rodriguez K, Ashby CL, Varela VR, Sharma A. High-Resolution Computed Tomography of Fibrotic Interstitial Lung Disease. Semin Respir Crit Care Med 2022; 43:764-779. [PMID: 36307108 DOI: 10.1055/s-0042-1755563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
While radiography is the first-line imaging technique for evaluation of pulmonary disease, high-resolution computed tomography (HRCT) provides detailed assessment of the lung parenchyma and interstitium, allowing normal anatomy to be differentiated from superimposed abnormal findings. The fibrotic interstitial lung diseases have HRCT features that include reticulation, traction bronchiectasis and bronchiolectasis, honeycombing, architectural distortion, and volume loss. The characterization and distribution of these features result in distinctive CT patterns. The CT pattern and its progression over time can be combined with clinical, serologic, and pathologic data during multidisciplinary discussion to establish a clinical diagnosis. Serial examinations identify progression, treatment response, complications, and can assist in determining prognosis. This article will describe the technique used to perform HRCT, the normal and abnormal appearance of the lung on HRCT, and the CT patterns identified in common fibrotic lung diseases.
Collapse
Affiliation(s)
- Karen Rodriguez
- Division of Thoracic Imaging and Intervention, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Christian L Ashby
- School of Medicine, Universidad Central del Caribe School of Medicine, Bayamón, Puerto Rico
| | - Valeria R Varela
- School of Medicine, Universidad Central del Caribe School of Medicine, Bayamón, Puerto Rico
| | - Amita Sharma
- Division of Thoracic Imaging and Intervention, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| |
Collapse
|
6
|
Trușculescu AA, Manolescu DL, Broască L, Ancușa VM, Ciocârlie H, Pescaru CC, Vaștag E, Oancea CI. Enhancing Imagistic Interstitial Lung Disease Diagnosis by Using Complex Networks. Medicina (B Aires) 2022; 58:medicina58091288. [PMID: 36143965 PMCID: PMC9504499 DOI: 10.3390/medicina58091288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/28/2022] [Accepted: 09/09/2022] [Indexed: 11/21/2022] Open
Abstract
Background and Objectives: Diffuse interstitial lung diseases (DILD) are a heterogeneous group of over 200 entities, some with dramatical evolution and poor prognostic. Because of their overlapping clinical, physiopathological and imagistic nature, successful management requires early detection and proper progression evaluation. This paper tests a complex networks (CN) algorithm for imagistic aided diagnosis fitness for the possibility of achieving relevant and novel DILD management data. Materials and Methods: 65 DILD and 31 normal high resolution computer tomography (HRCT) scans were selected and analyzed with the CN model. Results: The algorithm is showcased in two case reports and then statistical analysis on the entire lot shows that a CN algorithm quantifies progression evaluation with a very fine accuracy, surpassing functional parameters’ variations. The CN algorithm can also be successfully used for early detection, mainly on the ground glass opacity Hounsfield Units band of the scan. Conclusions: A CN based computer aided diagnosis could provide the much-required data needed to successfully manage DILDs.
Collapse
Affiliation(s)
- Ana Adriana Trușculescu
- Pulmonology Department, ‘Victor Babes’ University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timișoara, Romania
- Center for Research and Innovation in Precision Medicine of Respiratory Diseases (CRIPMRD), ‘Victor Babes’ University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Diana Luminița Manolescu
- Center for Research and Innovation in Precision Medicine of Respiratory Diseases (CRIPMRD), ‘Victor Babes’ University of Medicine and Pharmacy, 300041 Timișoara, Romania
- Department of Radiology and Medical Imaging, ‘Victor Babes’ University of Medicine and Pharmacy, Eftimie Murgu Square No. 2, 300041 Timișoara, Romania
- Correspondence:
| | - Laura Broască
- Department of Computer and Information Technology, Automation and Computers Faculty, “Politehnica” University of Timișoara, Vasile Pârvan Blvd. No. 2, 300223 Timișoara, Romania
| | - Versavia Maria Ancușa
- Department of Computer and Information Technology, Automation and Computers Faculty, “Politehnica” University of Timișoara, Vasile Pârvan Blvd. No. 2, 300223 Timișoara, Romania
| | - Horia Ciocârlie
- Department of Computer and Information Technology, Automation and Computers Faculty, “Politehnica” University of Timișoara, Vasile Pârvan Blvd. No. 2, 300223 Timișoara, Romania
| | - Camelia Corina Pescaru
- Pulmonology Department, ‘Victor Babes’ University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timișoara, Romania
- Center for Research and Innovation in Precision Medicine of Respiratory Diseases (CRIPMRD), ‘Victor Babes’ University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Emanuela Vaștag
- Pulmonology Department, ‘Victor Babes’ University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timișoara, Romania
- Center for Research and Innovation in Precision Medicine of Respiratory Diseases (CRIPMRD), ‘Victor Babes’ University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Cristian Iulian Oancea
- Pulmonology Department, ‘Victor Babes’ University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timișoara, Romania
- Center for Research and Innovation in Precision Medicine of Respiratory Diseases (CRIPMRD), ‘Victor Babes’ University of Medicine and Pharmacy, 300041 Timișoara, Romania
| |
Collapse
|
7
|
Raghu G, Remy-Jardin M, Richeldi L, Thomson CC, Inoue Y, Johkoh T, Kreuter M, Lynch DA, Maher TM, Martinez FJ, Molina-Molina M, Myers JL, Nicholson AG, Ryerson CJ, Strek ME, Troy LK, Wijsenbeek M, Mammen MJ, Hossain T, Bissell BD, Herman DD, Hon SM, Kheir F, Khor YH, Macrea M, Antoniou KM, Bouros D, Buendia-Roldan I, Caro F, Crestani B, Ho L, Morisset J, Olson AL, Podolanczuk A, Poletti V, Selman M, Ewing T, Jones S, Knight SL, Ghazipura M, Wilson KC. Idiopathic Pulmonary Fibrosis (an Update) and Progressive Pulmonary Fibrosis in Adults: An Official ATS/ERS/JRS/ALAT Clinical Practice Guideline. Am J Respir Crit Care Med 2022; 205:e18-e47. [PMID: 35486072 PMCID: PMC9851481 DOI: 10.1164/rccm.202202-0399st] [Citation(s) in RCA: 745] [Impact Index Per Article: 372.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Background: This American Thoracic Society, European Respiratory Society, Japanese Respiratory Society, and Asociación Latinoamericana de Tórax guideline updates prior idiopathic pulmonary fibrosis (IPF) guidelines and addresses the progression of pulmonary fibrosis in patients with interstitial lung diseases (ILDs) other than IPF. Methods: A committee was composed of multidisciplinary experts in ILD, methodologists, and patient representatives. 1) Update of IPF: Radiological and histopathological criteria for IPF were updated by consensus. Questions about transbronchial lung cryobiopsy, genomic classifier testing, antacid medication, and antireflux surgery were informed by systematic reviews and answered with evidence-based recommendations using the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) approach. 2) Progressive pulmonary fibrosis (PPF): PPF was defined, and then radiological and physiological criteria for PPF were determined by consensus. Questions about pirfenidone and nintedanib were informed by systematic reviews and answered with evidence-based recommendations using the GRADE approach. Results:1) Update of IPF: A conditional recommendation was made to regard transbronchial lung cryobiopsy as an acceptable alternative to surgical lung biopsy in centers with appropriate expertise. No recommendation was made for or against genomic classifier testing. Conditional recommendations were made against antacid medication and antireflux surgery for the treatment of IPF. 2) PPF: PPF was defined as at least two of three criteria (worsening symptoms, radiological progression, and physiological progression) occurring within the past year with no alternative explanation in a patient with an ILD other than IPF. A conditional recommendation was made for nintedanib, and additional research into pirfenidone was recommended. Conclusions: The conditional recommendations in this guideline are intended to provide the basis for rational, informed decisions by clinicians.
Collapse
|
8
|
White ES, Thomas M, Stowasser S, Tetzlaff K. Challenges for Clinical Drug Development in Pulmonary Fibrosis. Front Pharmacol 2022; 13:823085. [PMID: 35173620 PMCID: PMC8841605 DOI: 10.3389/fphar.2022.823085] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 01/10/2022] [Indexed: 12/15/2022] Open
Abstract
Pulmonary fibrosis is a pathologic process associated with scarring of the lung interstitium. Interstitial lung diseases (ILDs) encompass a large and heterogenous group of disorders, a number of which are characterized by progressive pulmonary fibrosis that leads to respiratory failure and death. Idiopathic pulmonary fibrosis (IPF) has been described as an archetype of progressive fibrosing ILD, and the development of pirfenidone and nintedanib has been a major breakthrough in the treatment of patients with this deadly disease. Both drugs principally target scar-forming fibroblasts and have been shown to significantly slow down the accelerated decline of lung function by approximately 50%. In addition, nintedanib has been approved for patients with other progressive fibrosing ILDs and systemic sclerosis-associated ILD. However, there is still no cure for pulmonary fibrosis and no meaningful improvement of symptoms or quality of life has been shown. Advancement in research, such as the advent of single cell sequencing technology, has identified additional pathologic cell populations beyond the fibroblast which could be targeted for therapeutic purposes. The preclinical and clinical development of novel drug candidates is hampered by profound challenges such as a lack of sensitive clinical outcomes or suitable biomarkers that would provide an early indication of patient benefit. With the availability of these anti-fibrotic treatments, it has become even more difficult to demonstrate added efficacy, in particular in short-term clinical studies. Patient heterogeneity and the paucity of biomarkers of disease activity further complicate clinical development. It is conceivable that future treatment of pulmonary fibrosis will need to embrace more precision in treating the right patient at the right time, explore novel measures of efficacy, and likely combine treatment options.
Collapse
Affiliation(s)
- Eric S. White
- Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, United States
| | - Matthew Thomas
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | - Susanne Stowasser
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Kay Tetzlaff
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
- Department of Sports Medicine, University of Tübingen, Tübingen, Germany
- *Correspondence: Kay Tetzlaff,
| |
Collapse
|
9
|
Sangani RG, Ghio AJ, Mujahid H, Patel Z, Catherman K, Wen S, Parker JE. Outcomes of Idiopathic Pulmonary Fibrosis Improve with Obesity: A Rural Appalachian Experience. South Med J 2021; 114:424-431. [PMID: 34215896 DOI: 10.14423/smj.0000000000001275] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVES Obesity can be an independent predictor of fibrosis in tissues, including the liver, heart, and skin. We evaluated a rural Appalachian cohort of idiopathic pulmonary fibrosis (IPF) for its relation to obesity. METHODS Using American Thoracic Society 2018 diagnostic guidelines, an IPF cohort was systematically identified at an Appalachian academic medical center (2015-2019). The cohort was categorized in subgroups of body mass index (BMI) <30 or BMI ≥30 kg/m2. Demographics, clinical variables, and treatment details were collected retrospectively and evaluated for their associations with obesity. RESULTS In our IPF cohort (N = 138), a usual interstitial pneumonia pattern was less prevalent in the obese group (n = 49) relative to the nonobese group (69% vs 85%, respectively). The obese group was younger (mean age 73.27 ± 9.12 vs 77.97 ± 9.59 years) and had a higher prevalence of hypertension (90% vs 72%), hyperlipidemia (83% vs 68%), diabetes mellitus (47% vs 25%), sleep-disordered breathing (47% vs 25%), chronic pain disorders (28% vs 15%), and deep vein thrombosis (19% vs 7%). An increased proportion of obese-IPF patients was seen at a tertiary or an interstitial lung disease center, with more surgical lung biopsies performed and incident diagnosis (ie, within 6 months of presentation) assigned. Only a minority of patients underwent lung transplantation (3.6%), all of them from the obese-IPF subgroup. Approximately 30% of the total IPF cohort died, with a lower mortality observed in the obese group (35% vs 20%, P = 0.017). An increasing BMI predicted a better survival in the total IPF cohort (BMI 25-29.9, 20-24.9, and <20 had mortality rates of 20%, 47%, and 75%, respectively; P < 0.001). CONCLUSIONS Our study represents a first known effort to develop an IPF cohort in a rural Appalachian region. Although they shared an increased burden of comorbidities, the obese subgroup showed less advanced fibrosis with a lower mortality rate relative to nonobese subgroup, suggesting a potential "obesity paradox" in IPF. The study findings significantly advance our understanding of challenges posed by IPF in a rural population that also suffers from an alarming rate of obesity. We highlight the need for the multidisciplinary management of these patients and prospective studies to better define this complex relation.
Collapse
Affiliation(s)
- Rahul G Sangani
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| | - Andrew J Ghio
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| | - Hasan Mujahid
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| | - Zalak Patel
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| | - Kristen Catherman
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| | - Sijin Wen
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| | - John E Parker
- From the Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Section of Internal Medicine, the Department of Radiology, and the Department of Biostatistics, School of Public Health, West Virginia University, Morgantown, and the US Environmental Protection Agency, Chapel Hill, North Carolina
| |
Collapse
|
10
|
Mononen ME, Kettunen HP, Suoranta SK, Kärkkäinen MS, Selander TA, Purokivi MK, Kaarteenaho RL. Several specific high-resolution computed tomography patterns correlate with survival in patients with idiopathic pulmonary fibrosis. J Thorac Dis 2021; 13:2319-2330. [PMID: 34012581 PMCID: PMC8107523 DOI: 10.21037/jtd-20-1957] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Background Evidence of honeycombing in high-resolution computed tomography (HRCT) is a recognized risk factor for shortened survival in patients with idiopathic pulmonary fibrosis (IPF), but few studies have evaluated the feasibility of exploiting other specific patterns for predicting survival. The aim of this study was to examine the extent of specific HRCT patterns in IPF and determine whether they correlate with clinical features, pulmonary function tests (PFT), and survival. Methods Both the presence and extent of specific HRCT patterns, such as traction bronchiectasis, honeycombing, architectural distortion, reticulation, emphysema, and ground glass opacity, in 129 HRCT examinations were scored semi-quantitatively in three zones of each lung. HRCT examinations were also re-classified according to the 2011 and 2018 international statements. Correlations were calculated between the scores of specific HRCT patterns, clinical features, PFT, and patient survival. Results The extent of traction bronchiectasis was found to be an independent risk factor of shortened survival (HR 1.227, P=0.001). Patients with a possible usual interstitial pneumonia (UIP) pattern had a better median survival than the patients with a definite UIP pattern (61 vs. 37 months, P=0.026). The extents of traction bronchiectasis, honeycombing, and architectural distortion displayed an inverse correlation with all PFT values at the time of diagnosis. There were few differences between the radiological classifications of the 2011 and 2018 international statements. Conclusions We conclude that several specific HRCT patterns displayed a correlation with shortened survival in IPF; these may help in evaluating the risk of death in IPF patients.
Collapse
Affiliation(s)
- Minna E Mononen
- Division of Respiratory Medicine, Institute of Clinical Medicine, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.,Center of Medicine and Clinical Research, Division of Respiratory Medicine, Kuopio University Hospital, Kuopio, Finland
| | | | | | - Miia S Kärkkäinen
- Kuopio City Home Care, Rehabilitation and Medical Services for Elderly, Kuopio, Finland
| | - Tuomas A Selander
- Science Services Center, Kuopio University Hospital, Kuopio, Finland
| | - Minna K Purokivi
- Center of Medicine and Clinical Research, Division of Respiratory Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Riitta L Kaarteenaho
- Research Unit of Internal Medicine, University of Oulu and Medical Research Center Oulu, Oulu University Hospital, Oulu, Finland
| |
Collapse
|
11
|
Computed Tomography Findings as Determinants of Local and Systemic Inflammation Biomarkers in Interstitial Lung Diseases: A Retrospective Registry-Based Descriptive Study. Lung 2021; 199:155-164. [PMID: 33770227 PMCID: PMC8053160 DOI: 10.1007/s00408-021-00434-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 02/26/2021] [Indexed: 12/18/2022]
Abstract
PURPOSE To evaluate the association of peripheral blood (PBL) and broncho-alveolar lavage (BAL) biomarkers with inflammatory versus fibrotic high-resolution computed tomography (HRCT) findings in interstitial lung disease (ILD) patients. METHODS HRCT findings of 127 consecutive ILD-board patients were semi-quantitatively evaluated: reticulation/honeycombing (RET), traction bronchiectasis (TBR) and emphysema (EMP) were classified as non-inflammatory/fibrotic; consolidations (CON), ground glass opacities (GGO), parenchymal nodules (NDL) and mosaic attenuation (MOS) as active inflammatory. Each HRCT finding was assessed in six distinct lung regions, resulting scores were graded as minimal (0-1 regions involved), medium (2-4) or extensive (5-6). Associations of routinely assessed PBL/BAL biomarkers with these HRCT scores were evaluated using Spearman correlation coefficients and graphical presentation; significance was tested by applying Kruskal-Wallis tests. RESULTS Blood neutrophil, lymphocyte and eosinophil fraction, neutrophil to lymphocyte ratio (NLR) and BAL lymphocyte fraction consistently showed opposite correlations with inflammatory versus non-inflammatory/fibrotic HRCT finding scores. Blood lymphocyte fraction significantly differed by graded GGO (p = 0.032) and CON (p = 0.027) extent, eosinophil fraction by TBR (p = 0.006) and NLR by CON (p = 0.009). C-reactive protein was significantly related to GGO (p = 0.023) and CON (p = 0.004), BAL lymphocyte fraction to GGO (p = 0.017) extent. CONCLUSION Blood lymphocyte and eosinophil fraction, NLR, CRP and BAL lymphocyte fraction may aid to differentiate inflammatory from non-inflammatory/fibrotic ILD patterns. TRIAL REGISTRATION This evaluation was based on data from the ILD registry of Kepler University Hospital Linz, as approved by the ethics committee of the Federal State of Upper-Austria (EK Number. I-26-17).
Collapse
|
12
|
Mori Y, Kondoh Y. What parameters can be used to identify early idiopathic pulmonary fibrosis? Respir Investig 2021; 59:53-65. [PMID: 33277230 DOI: 10.1016/j.resinv.2020.10.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 10/11/2020] [Accepted: 10/12/2020] [Indexed: 06/12/2023]
Abstract
Elucidating the disease process of early idiopathic pulmonary fibrosis (IPF) will help clinicians in addressing the contentious issues of when and in which patients, therapeutic intervention should be initiated. Here, we discuss several possible parameters for diagnosing early IPF and their clinical impacts. Physiologically, early IPF can be considered as IPF with normal or mild impairment in pulmonary function. Radiologically, early IPF can be considered as IPF with a small extent and/or early features of fibrosis. Symptomatically, early IPF can be considered as asymptomatic or less symptomatic IPF. IPF at Gender-Age-Physiology index stage I can be considered early IPF. Interstitial lung abnormalities are defined as parenchymal abnormalities in more than 5% of the lung in patients with no prior history of interstitial lung disease, and in some cases, this seems to be equivalent to early IPF. Previous clinical trials showed the effect of antifibrotic therapies in early IPF, but the effects of therapy are uncertain in early IPF outside of clinical trials, such as in cases of IPF with normal pulmonary function, IPF without honeycombing or traction bronchiectasis, and asymptomatic IPF. Moreover, little has been reported on disease progression in such conditions. Because the conceptual framework of early IPF may vary depending on its definition, not only is a diagnosis of early IPF important but prediction of disease progression is also crucial. Further investigations are needed to identify biomarkers that can detect patients who may experience greater degrees of disease progression and require treatment even with those forms of early IPF.
Collapse
Affiliation(s)
- Yuta Mori
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, 160 Nishioiwake-cho, Seto, Aichi, 489-8642, Japan; Department of Respiratory Medicine, Ogaki Municipal Hospital, Ogaki, Japan
| | - Yasuhiro Kondoh
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, 160 Nishioiwake-cho, Seto, Aichi, 489-8642, Japan.
| |
Collapse
|
13
|
Nishiyama N, Masuo M, Nukui Y, Tateishi T, Kishino M, Tateishi U, Morota K, Ohbo K, Miyazaki Y. Human epididymis protein 4 is a new biomarker to predict the prognosis of progressive fibrosing interstitial lung disease. Respir Investig 2021; 59:90-98. [PMID: 32919933 DOI: 10.1016/j.resinv.2020.08.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 07/31/2020] [Accepted: 08/03/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND The clinical course and prognosis of progressive fibrosing interstitial lung diseases (PF-ILDs) vary between individuals. Notably, predictive serum biomarkers for disease management are needed. Serum human epididymis protein 4 (HE4) is reportedly elevated in patients with idiopathic pulmonary fibrosis (IPF); however, its clinical utility remains unknown. We evaluated the potential of serum HE4 as a biomarker for patients with PF-ILD. METHODS Serum HE4 was measured in a retrospective study consisting of 34 patients with PF-ILD and 40 healthy volunteers. The relationship between serum HE4 levels and clinical parameters or prognosis was investigated. To validate the significance of results obtained, a prospective observational study was performed in 37 patients presenting PF-ILD and 40 control patients without PF-ILD. RESULTS Serum HE4 levels were higher in patients with PF-ILD than in healthy volunteers (P < 0.01). Moreover, serum HE4 levels correlated with the extent of honeycombing on chest high-resolution computed tomography (r = 0.41, P = 0.015). In multivariate analysis using the Cox proportional hazard model, higher HE4 levels (>238 pmol/L) were associated with an elevated mortality risk; hazard ratio (HR) 7.27, 95% CI 1.56-34.0, P = 0.01 in the derivation cohort; HR 44.3, 95% CI 4.19-468, P < 0.01 in validation cohort. CONCLUSIONS Serum HE4 levels may serve as a new diagnostic and prognostic biomarker for patients with PF-ILD.
Collapse
Affiliation(s)
- Naoki Nishiyama
- Department of Respiratory Medicine, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| | - Masahiro Masuo
- Department of Respiratory Medicine, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| | - Yoshihisa Nukui
- Department of Respiratory Medicine, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| | - Tomoya Tateishi
- Department of Respiratory Medicine, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| | - Mitsuhiro Kishino
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| | - Ukihide Tateishi
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| | - Kaori Morota
- Scientific Affairs, Diagnostics Division, Abbott Japan LLC, 3-5-27 Mita Minato-ku, Tokyo, 108-6305, Japan.
| | - Kazuyuki Ohbo
- Department of Histology and Cell Biology, Yokohama City University, 3-9 Fukuura, Kanazawa-ku, Yokohama, 236-0004, Japan.
| | - Yasunari Miyazaki
- Department of Respiratory Medicine, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
| |
Collapse
|
14
|
Kwon BS, Choe J, Do KH, Hwang HS, Chae EJ, Song JW. Computed tomography patterns predict clinical course of idiopathic pulmonary fibrosis. Respir Res 2020; 21:295. [PMID: 33172463 PMCID: PMC7653759 DOI: 10.1186/s12931-020-01562-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 11/01/2020] [Indexed: 11/15/2022] Open
Abstract
Background A new clinical guideline for idiopathic pulmonary fibrosis (IPF) uses high-resolution computed tomography (HRCT) patterns for diagnostic purposes. However, it is unknown how they relate to the IPF clinical course. We aimed to investigate whether HRCT patterns could be used to predict lung function changes and survival in patients with IPF. Methods Clinical data were retrospectively reviewed in 337 patients with IPF (all biopsy-proven cases). HRCT patterns were classified according to the 2018 IPF diagnostic criteria. Results The median follow-up was 46.9 months. The mean age was 62.5 years, and 74.2% were men. Among the HRCT patterns, usual interstitial pneumonia (UIP), probable UIP, indeterminate for UIP, and an alternative diagnosis were identified in 163 (48.4%), 110 (32.6%), 33 (9.8%), and 31 (9.2%) patients, respectively. The indeterminate for UIP group showed higher lung function and exercise capacity and better prognosis than the other groups. They also had a lesser decline in lung function than the other groups during follow-up. In the multivariate Cox analysis, which was adjusted by age, smoking status, lung function, exercise capacity, and use of antifibrotic agents, indeterminate for UIP pattern was found to be an independent prognostic factor (hazard ratio 0.559, 95% confidence interval 0.335–0.933, P = 0.026). However, the probable UIP group had similar lung function changes and prognosis when compared the UIP group. Conclusions Our results suggest that indeterminate for UIP pattern on HRCT may predict a more favorable clinical course in patients with IPF, supporting the validity of the new IPF diagnostic guidelines.
Collapse
Affiliation(s)
- Byoung Soo Kwon
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam-Si, Gyeonggi-Do, South Korea
| | - Jooae Choe
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Centre, Seoul, South Korea
| | - Kyung Hyun Do
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Centre, Seoul, South Korea
| | - Hee Sang Hwang
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Centre, Seoul, South Korea
| | - Eun Jin Chae
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Centre, Seoul, South Korea
| | - Jin Woo Song
- Department of Pulmonology and Critical Care Medicine, University of Ulsan College of Medicine, Asan Medical Centre, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
| |
Collapse
|
15
|
Acute exacerbation of idiopathic pulmonary fibrosis: usual interstitial pneumonitis vs. possible usual interstitial pneumonitis pattern. Chin Med J (Engl) 2020; 132:2177-2184. [PMID: 31490258 PMCID: PMC6797146 DOI: 10.1097/cm9.0000000000000422] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Background: The prognosis of acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF) is very poor with a high mortality. The aim of this study was to describe the clinical features and survival of patients with AE-IPF with usual pulmonary fibrosis (UIP) and possible UIP (P-UIP) pattern on chest high resolution computed tomography (HRCT). Methods: This retrospective study included 107 patients with AE-IPF admitted to Nanjing Drum Tower Hospital from January 2010 to December 2016. The subjects were divided into UIP (n = 86) and P-UIP group (n = 21) based on chest HRCT. Continuous variables were analyzed using Student's t test or Mann-Whitney U test. Categorical variables were analyzed using χ2 test. Log-rank test was used for the survival analysis. Cox proportional models evaluated the risk factors for AE occurrence and survival. Results: The male, older patients, previous N-acetylcysteine use, elevated white blood cell (WBC) counts, and microbiology infection were more common in the UIP group than the P-UIP group (χ2 = 13.567, P < 0.001; z = −2.936, P = 0.003; χ2 = 5.901, P = 0.015; t = 2.048, P = 0.043; χ2 = 10.297, P = 0.036, respectively). The percentage of AE with UIP pattern in idiopathic interstitial pneumonia (IIP) was significantly higher than P-UIP pattern (χ2 = 40.011, P < 0.001). Smoking was the risk factor for AE within 6 months after IPF diagnosis in the UIP group. The cumulative proportion survival of 30-days was significantly higher in the UIP group compared with the P-UIP group (χ2 = 5.489, P = 0.019) despite of the similar overall survival in the two groups. Multivariate Cox regression analysis indicated WBC count, partial pressure of oxygen in artery (PaO2)/fractional concentration of inspired oxygen (FiO2), and computed tomography (CT) score were the independent predictors for survival in the UIP group (hazard ratio [HR]: 1.070, 95% confidential interval [CI]: 1.027–1.114, P = 0.001; HR: 0.992, 95% CI: 0.986–0.997, P = 0.002; and HR: 1.649, 95% CI: 1.253–2.171, P < 0.001, respectively). Conclusions: AE occurrence of UIP patients in IIP was significantly more than P-UIP cases. The short-term survival was better in the UIP group despite of the similar overall survival in the two groups. WBC count, PaO2/FiO2, and CT score were the independent predictors for survival in UIP subjects.
Collapse
|
16
|
Lang D, Akbari K, Walcherberger S, Hergan B, Horner A, Hepp M, Kaiser B, Pieringer H, Lamprecht B. Computed tomography findings as determinants of pulmonary function tests in fibrotic interstitial lung diseases-Network-analyses and multivariate models. Chron Respir Dis 2020; 17:1479973120967025. [PMID: 33272023 PMCID: PMC7720309 DOI: 10.1177/1479973120967025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 09/25/2020] [Indexed: 11/16/2022] Open
Abstract
The aim was to evaluate the impact of multiple high-resolution computed tomography (HRCT) features on pulmonary function test (PFT) biomarkers in fibrotic interstitial lung disease (FILD) patients. HRCT of subsequently ILD-board-discussed FILD patients were semi-quantitatively evaluated in a standardized approach: 18 distinct lung regions were scored for noduli, reticulation, honeycombing, consolidations, ground glass opacities (GGO), traction bronchiectasis (BRK) and emphysema. Total lung capacity (TLC), forced vital capacity (FVC), forced expiratory volume in 1 second (FEV1), FEV1/FVC, diffusion capacity for carbon monoxide (DLCO) and transfer coefficient (KCO) were assessed. Interactions between each PFT biomarker and all HRCT scores were visualized by network analyses, modeled according to the Schwarz Bayesian Information Criterion and incorporated in uni- and multivariate stepwise regression analyses. Among 108 FILD patients (mean age 67 years, 77% male), BRK extent was a major significant uni- or multivariate determinant of all PFT analyzed. Besides that, diffusion-based variables DLCO and KCO showed a larger dependency on reticulation, emphysema and GGO, while forced expiratory volume-based measures FEV1, FVC and FEV1/FVC were more closely associated with consolidations. For TLC, the only significant multivariate determinant was reticulation. In conclusion, PFT biomarkers derived from spirometry, body plethysmography and diffusion capacity in FILD patients are differentially influenced by semi-quantified HRCT findings.
Collapse
Affiliation(s)
- David Lang
- Department of Pulmonology, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| | - Kaveh Akbari
- Central Radiology Institute, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| | - Stefan Walcherberger
- Central Radiology Institute, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| | - Benedikt Hergan
- Central Radiology Institute, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| | - Andreas Horner
- Department of Pulmonology, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
- Institute of General, Family and Preventive Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Magdalena Hepp
- Department of Pulmonology, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| | - Bernhard Kaiser
- Department of Pulmonology, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| | | | - Bernd Lamprecht
- Department of Pulmonology, Kepler University Hospital GmbH, Johannes Kepler University Linz, Linz, Austria
| |
Collapse
|
17
|
Moua T, Lee AS, Ryu JH. Comparing effectiveness of prognostic tests in idiopathic pulmonary fibrosis. Expert Rev Respir Med 2019; 13:993-1004. [PMID: 31405303 DOI: 10.1080/17476348.2019.1656069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Introduction: Idiopathic pulmonary fibrosis (IPF) is a debilitating and progressive fibrotic interstitial lung disease often resulting in death over several years. Prediction of disease course or survival remains of keen interest for clinicians and patients though a commonly used test or tool remain elusive. Areas covered: We undertook a comprehensive review of the published literature highlighting prognostic indicators and predictors of survival in IPF. Baseline and longitudinal clinical, functional, histopathologic, and radiologic findings have been extensively studied as prognostic predictors, both individually and in composite models. Recent approaches include automated quantifiable radiologic scoring, circulating biomarkers, and genetic polymorphisms or abnormalities. This review highlights individual and composite predictors and their relative utility in clinical practice and research studies. Expert opinion: There is a growing body of knowledge highlighting readily available individual and composite predictors of outcome, though none have come to the forefront for common clinical use. Recent advances include quantitative imaging analysis, circulating serologic markers, and genetic testing, which may be more standardized and less prone to lead-time bias or related complications and comorbidities.
Collapse
Affiliation(s)
- Teng Moua
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic , Rochester , MN , USA
| | - Augustine S Lee
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic , Jacksonville , FL , USA
| | - Jay H Ryu
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic , Rochester , MN , USA
| |
Collapse
|
18
|
Snyder L, Neely ML, Hellkamp AS, O'Brien E, de Andrade J, Conoscenti CS, Leonard T, Bender S, Gulati M, Culver DA, Kaner RJ, Palmer S, Kim HJ. Predictors of death or lung transplant after a diagnosis of idiopathic pulmonary fibrosis: insights from the IPF-PRO Registry. Respir Res 2019; 20:105. [PMID: 31142314 PMCID: PMC6542049 DOI: 10.1186/s12931-019-1043-9] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 02/22/2019] [Indexed: 11/30/2022] Open
Abstract
Background Idiopathic pulmonary fibrosis (IPF) is a progressive disease with a variable clinical course and high mortality. We used data from a large national US registry of patients with IPF to investigate relationships between patient characteristics, including markers of disease severity, and mortality. Methods The analysis cohort comprised patients enrolled in the IPF-PRO Registry from its inception on 5 June 2014 to 26 October 2017. The primary criterion for inclusion in this registry is that patients must be diagnosed or confirmed with IPF at the enrolling centre within 6 months. Associations between patient characteristics and markers of disease severity at enrolment and mortality outcomes were investigated using univariable, multivariable and adjustment models. Results Among 662 patients enrolled, 111 patients died or had a lung transplant over a follow-up period of 30 months. The probability of being free of both events at month 30 was 50.6% (95% CI: 40.0, 60.2). When patient characteristics and markers of disease severity were jointly examined in a multivariable analysis, oxygen use at rest (hazard ratio [HR] 2.44 [95% CI: 1.45, 4.10]), lower forced vital capacity (FVC) % predicted (HR 1.28 [95% CI: 1.10, 1.49] per 10% decrease) and diffusion capacity for carbon monoxide (DLco) % predicted (HR 1.25 [95% CI: 1.04, 1.51] per 10% decrease) were significantly associated with increased risk of death or lung transplant. The risk of death or lung transplant increased with increasing age in patients ≥62 years old (HR 1.18 [95% CI: 0.99, 1.40] per 5-year increase), and decreased with increasing age in patients <62 years old (HR 0.60 [95% CI: 0.39, 0.92] per 5-year increase). Conclusions In an observational US registry of patients with IPF, oxygen use at rest, lower FVC % predicted, and lower DLco % predicted were associated with risk of death or lung transplant. An audio podcast of the lead author discussing these data can be downloaded from: http://www.usscicomms.com/respiratory/snyder/IPF-PROsurvival1/. Trial registration ClinicalTrials.gov number: NCT01915511. Electronic supplementary material The online version of this article (10.1186/s12931-019-1043-9) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Laurie Snyder
- Duke Clinical Research Institute, Durham, NC, USA. .,Duke University Medical Center, Durham, NC, USA.
| | - Megan L Neely
- Duke Clinical Research Institute, Durham, NC, USA.,Duke University Medical Center, Durham, NC, USA
| | | | | | | | | | - Thomas Leonard
- Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
| | - Shaun Bender
- Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
| | | | | | | | - Scott Palmer
- Duke Clinical Research Institute, Durham, NC, USA.,Duke University Medical Center, Durham, NC, USA
| | | | | |
Collapse
|
19
|
Adegunsoye A, Oldham JM, Bellam SK, Montner S, Churpek MM, Noth I, Vij R, Strek ME, Chung JH. Computed Tomography Honeycombing Identifies a Progressive Fibrotic Phenotype with Increased Mortality across Diverse Interstitial Lung Diseases. Ann Am Thorac Soc 2019; 16:580-588. [PMID: 30653927 PMCID: PMC6491052 DOI: 10.1513/annalsats.201807-443oc] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 01/16/2019] [Indexed: 12/20/2022] Open
Abstract
Rationale: Honeycombing on chest computed tomography (CT) has been described in diverse forms of interstitial lung disease (ILD); however, its prevalence and association with mortality across the spectrum of ILD remains unclear. Objective: To determine the prevalence and prognostic value of CT honeycombing and characterize associated mortality patterns across diverse ILD subtypes in a multicenter cohort. Methods: This was an observational cohort study of adult participants with multidisciplinary or adjudicated ILD diagnosis and documentation of chest CT imaging at index diagnosis across five U.S. hospitals (one tertiary and four nontertiary medical centers). Participants were stratified based on presence or absence of CT honeycombing. Vital status was determined from review of medical records and social security death index. Transplant-free survival was analyzed using univariate and multivariable Cox regression. Results: The sample comprised 1,330 participants (mean age, 66.8 yr; 50% men) with 4,831 person-years of follow-up. The prevalences of CT honeycombing were 42.0%, 41.9%, 37.6%, and 28.6% in chronic hypersensitivity pneumonitis, connective tissue disease-related ILD (CTD-ILD), idiopathic pulmonary fibrosis (IPF), and unclassifiable/other ILDs, respectively. Among those with CT honeycombing, cumulative mortality hazards were similar across ILD subtypes, except for CTD-ILD, which had a lower mortality hazard. Overall, the mean survival time was shorter among those with CT honeycombing (107 mo; 95% confidence interval [CI], 92-122 mo) than those without CT honeycombing (161 mo; 95% CI, 147-174 mo). CT honeycombing was associated with an increased mortality rate (hazard ratio, 1.72; 95% CI, 1.38-2.14) even after adjustment for center, sex, age, forced vital capacity, diffusing capacity, ILD subtype, and use of immunosuppressive therapy (hazard ratio, 1.62; 95% CI, 1.29-2.02). CT honeycombing was associated with an increased mortality rate within non-IPF ILD subgroups (chronic hypersensitivity pneumonitis, CTD-ILD, and unclassifiable/other ILD). In IPF, however, mortality rates were similar between those with and without CT honeycombing. Conclusions: CT honeycombing is prevalent in diverse forms of ILD and uniquely identifies a progressive fibrotic ILD phenotype with a high mortality rate similar to IPF. CT honeycombing did not confer additional risk in IPF, which is already known to be a progressive fibrotic ILD phenotype regardless of the presence of CT honeycombing.
Collapse
Affiliation(s)
| | - Justin M. Oldham
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California at Davis, Davis, California
| | - Shashi K. Bellam
- Division of Pulmonary and Critical Care, Department of Medicine, NorthShore University HealthSystem, Evanston, Illinois; and
| | | | - Matthew M. Churpek
- Section of Pulmonary and Critical Care, Department of Medicine
- Department of Public Health Sciences, The University of Chicago, Chicago, Illinois
| | - Imre Noth
- Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, Virginia
| | - Rekha Vij
- Section of Pulmonary and Critical Care, Department of Medicine
| | - Mary E. Strek
- Section of Pulmonary and Critical Care, Department of Medicine
| | | |
Collapse
|
20
|
Kishaba T. Evaluation and management of Idiopathic Pulmonary Fibrosis. Respir Investig 2019; 57:300-311. [PMID: 30853366 DOI: 10.1016/j.resinv.2019.02.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 01/09/2019] [Accepted: 02/04/2019] [Indexed: 02/02/2023]
Abstract
Idiopathic Pulmonary Fibrosis (IPF) is a most common progressive interstitial lung disease (ILD) of unknown etiology, although majority of patients are elderly male smokers. The main pathogenesis is aberrant recovery of epithelial injury and collagen deposition. Fibrotic nonspecific interstitial pneumonia, connective tissue disease (CTD) especially rheumatoid arthritis (RA) associated ILD, and chronic hypersensitivity pneumonia(CHP) are important differential diagnosis. Main symptoms are non-productive cough and progressive exertional dyspnea. Crucial physical findings are scalene muscle hypertrophy, bibasilar fine crackles, and finger clubbing. The serum markers such as lactate dehydrogenase (LDH) and Krebs von den Lungen-6 (KL-6) are sensitive for ILD detection and activity. Both pulmonary function test (PFT) and the 6-minute walk test (6MWT) are useful tool for evaluation of disease progression of IPF. Serial changes of forced vital capacity (FVC) and 6MWT distance predict mortality in IPF effectively. Recently published international IPF guidelines highlight the importance of chest high resolution computed tomography (HRCT) findings such as honeycombing, traction bronchiectasis (TBE), and sub-pleural reticular opacity. IPF is chronic and progressive; therefore, tracking disease behavior is crucial. Unifying clinical, physiological, and imaging information over time is useful. With regard to its management, two anti-fibrotic drugs such as pirfenidone and nintedanib have been available. These drugs can slow the decline of FVC and prevent acute exacerbation (AE). In this review, I outline the clinical characteristics of IPF, physiological, imaging, pathological findings and review diagnosis process and management.
Collapse
Affiliation(s)
- Tomoo Kishaba
- Department of Respiratory Medicine, Okinawa Chubu Hospital, Miyazato 281, Uruma City, Okinawa 〒904-2293, Japan.
| |
Collapse
|
21
|
Moua T, Ryu JH. Obstacles to early treatment of idiopathic pulmonary fibrosis: current perspectives. Ther Clin Risk Manag 2019; 15:73-81. [PMID: 30655671 PMCID: PMC6322512 DOI: 10.2147/tcrm.s160248] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Idiopathic pulmonary fibrosis is a progressive and fatal fibrotic lung disease which has seen new opportunity for drug treatment in the last several years with the approval of nintedanib and pirfenidone, two antifibrotic agents aimed at slowing decline in lung function as defined by FVC on pulmonary function testing. Despite these promising effects, delays in drug initiation have been reported undermining the premise that earlier drug initiation may sustain lung function and prolong survival. This review explores obstacles to earlier treatment, inclusive of defining so-called early idiopathic pulmonary fibrosis, difficulties in achieving a confident diagnosis in that setting, and uncertainties regarding drug-related benefits among specific patient subgroups such as those with no symptoms or advanced disease at presentation. Goals of therapy balanced with the burdens associated with antifibrotic drug therapy are negotiated on an individual basis. We review the evidence for and against earlier initiation of antifibrotic drug therapy along with its role in patient-centered outcomes.
Collapse
Affiliation(s)
- Teng Moua
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester MN, USA,
| | - Jay H Ryu
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester MN, USA,
| |
Collapse
|
22
|
Jeny F, Brillet PY, Kim YW, Freynet O, Nunes H, Valeyre D. The place of high-resolution computed tomography imaging in the investigation of interstitial lung disease. Expert Rev Respir Med 2018; 13:79-94. [PMID: 30517828 DOI: 10.1080/17476348.2019.1556639] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
INTRODUCTION High-resolution computed tomography (HRCT) has revolutionized the diagnosis, prognosis and in some cases the prediction of therapeutic response in interstitial lung disease (ILD). HRCT represents an essential second step to a patient's clinical history, before considering any other investigation, including lung biopsy. Areas covered: This review describes the current place of HRCT in the diagnosis, prognosis and monitoring of ILD. It also lists some perspectives for the near future. Expert commentary: Since the 1980s, HRCT and its interpretation have improved, the diagnosis value of patterns, and the integration of bio-clinical elements to HRCT have been better standardized. The interobserver agreement has been investigated, allowing a better use of some limits in the interpretation of various signs. It not only takes into account one particular predominant sign, but the combination of patterns and the distribution of findings. Thanks to HRCT, the range of diagnoses and their probability are more accurately identified. The contribution of HRCT has been optimized during the multidisciplinary discussion that a difficult diagnosis calls for. HRCT quantification of the extent of diffuse lung disease becomes possible and is linked to prognosis. In the future, artificial intelligence may significantly modify the practice of radiology.
Collapse
Affiliation(s)
- Florence Jeny
- a Université Paris 13, EA2363 "Hypoxie & Poumon" , Sorbonne-Paris-Cité , Bobigny, France.,b Service de pneumologie , hôpital Avicenne , Bobigny , France
| | - Pierre-Yves Brillet
- b Service de pneumologie , hôpital Avicenne , Bobigny , France.,c Service de radiologie , hôpital Avicenne , Bobigny , France
| | - Young-Wouk Kim
- c Service de radiologie , hôpital Avicenne , Bobigny , France
| | - Olivia Freynet
- b Service de pneumologie , hôpital Avicenne , Bobigny , France
| | - Hilario Nunes
- a Université Paris 13, EA2363 "Hypoxie & Poumon" , Sorbonne-Paris-Cité , Bobigny, France.,b Service de pneumologie , hôpital Avicenne , Bobigny , France
| | - Dominique Valeyre
- a Université Paris 13, EA2363 "Hypoxie & Poumon" , Sorbonne-Paris-Cité , Bobigny, France.,b Service de pneumologie , hôpital Avicenne , Bobigny , France
| |
Collapse
|
23
|
Wuyts WA, Dahlqvist C, Slabbynck H, Schlesser M, Gusbin N, Compere C, Maddens S, Kirchgaessler KU, Bartley K, Bondue B. Baseline clinical characteristics, comorbidities and prescribed medication in a real-world population of patients with idiopathic pulmonary fibrosis: the PROOF registry. BMJ Open Respir Res 2018; 5:e000331. [PMID: 30555708 PMCID: PMC6267319 DOI: 10.1136/bmjresp-2018-000331] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 10/02/2018] [Indexed: 11/08/2022] Open
Abstract
Introduction PROOF (a Prospective Observational Registry to Describe the Disease Course and Outcomes of Idiopathic Pulmonary Fibrosis) is an ongoing, observational registry initiated in 2013 with the aim of collecting real-world data from patients with idiopathic pulmonary fibrosis (IPF). Here, we present comprehensive baseline data, which were collected from patients on registry inclusion. Methods Patients with IPF were enrolled across eight centres in Belgium and Luxembourg. Baseline data collected included demographics, diagnostic information and clinical characteristics, including lung function and health-related quality of life. Data on comorbidities and prescribed medication were also collected. Results A total of 277 patients were enrolled in the PROOF registry. At inclusion, 92.8% and 6.5% of patients had a definite or probable diagnosis of IPF, respectively. Mean per cent predicted forced vital capacity and carbon monoxide diffusing capacity were 80.6% and 46.9%, respectively. Mean St. George’s Respiratory Questionnaire total score was 47.0, and mean Cough-Visual Analogue Scale score was 30.5 mm. The most prevalent comorbidities reported at inclusion were gastrointestinal disorders (50.2%), including gastro-oesophageal reflux disease (47.3%) and metabolism and nutrition disorders (39.7%). At inclusion, 67.2% and 2.2% of patients were prescribed pirfenidone and nintedanib, respectively, with treatment initiated either prior to, or at the time of, inclusion. Medication prescribed concomitantly with pirfenidone included antihypertensives (54.8%), statins (37.1%) and prophylactic antithrombotics/anticoagulants (36.6%). Conclusion The PROOF registry provides valuable demographic and clinical data from a real-world population of patients with IPF in Belgium and Luxembourg, demonstrating the high burden of comorbidities and prescribed medication in these patients. Longitudinal data from this patient population will be investigated in future analyses. Trial registration PROOF is registered with the relevant authorities in Belgium and Luxembourg, with registration to Comité National d’Éthique et de Recherché (CNER) N201309/03 – 12 September 2013 and a notification to Comité National de Protection des Données (CNDP).
Collapse
Affiliation(s)
- Wim A Wuyts
- Department of Respiratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | | | - Hans Slabbynck
- Department of Respiratory Medicine, ZNA Middelheim, Antwerp, Belgium
| | - Marc Schlesser
- Department of Respiratory Medicine, Centre Hospitalier de Luxembourg, Luxembourg City, Luxembourg
| | | | | | | | | | - Karen Bartley
- Genentech, Inc., South San Francisco, California, USA
| | - Benjamin Bondue
- Department of Respiratory Medicine, Erasme University Hospital, Brussels, Belgium
| |
Collapse
|
24
|
De Giacomi F, White D, Cox CW, Moua T. Evolution of diagnostic UIP computed tomography patterns in idiopathic pulmonary fibrosis: Disease spectrum and implications for survival. Respir Med 2018; 142:53-59. [PMID: 30170802 DOI: 10.1016/j.rmed.2018.07.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/25/2018] [Accepted: 07/20/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Whether current diagnostic computed tomography (CT) patterns in idiopathic pulmonary fibrosis (IPF) represent distinct clinical phenotypes or simply temporal evolution of the same underlying radiologic process is unknown. We studied IPF patients presenting with 'possible' or 'inconsistent' usual interstitial pneumonia (UIP) CT patterns and characterized the frequency and timing of evolution to 'consistent' UIP and its effect on survival. MATERIAL AND METHODS Consecutive IPF patients seen at our institution from 1/1/2005 through 12/31/2013 were assessed for study inclusion. Presenting and serial CT scans were reviewed by two expert radiologists. Baseline and interval clinical data were collated. RESULTS Ninety one patients (mean age 67.4 years, 59% male) met study criteria with 'possible' and 'inconsistent' UIP CT patterns present in 58 (64%) and 33 (36%) cases, respectively. Twenty nine (32%) transitioned to a 'consistent' UIP pattern over a median of 57 months (interquartile range 33-78 months). Decline in pulmonary function was statistically significant on interval follow-up for those with or without pattern evolution, but no different between them in terms of degree. Evolution to 'consistent' UIP did not confer worse survival from the date of disease diagnosis or date of first CT with 'consistent' UIP pattern. CONCLUSIONS A portion of IPF patients with initial 'possible' or 'inconsistent' UIP CT pattern will go on to develop 'consistent' UIP CT pattern over months to years. Despite this, there appeared to be similar risk and cause of death in those with or without pattern evolution, suggesting similar morbidity across the radiologic spectrum in IPF.
Collapse
Affiliation(s)
- Federica De Giacomi
- Dipartimento Cardio-Toraco-Vascolare, University of Milan-Bicocca, Respiratory Unit, San Gerardo Hospital, Monza, Italy
| | - Darin White
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Teng Moua
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA.
| |
Collapse
|