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Chilosi M, Piciucchi S, Ravaglia C, Spagnolo P, Sverzellati N, Tomassetti S, Wuyts W, Poletti V. "Alveolar stem cell exhaustion, fibrosis and bronchiolar proliferation" related entities. A narrative review. Pulmonology 2025; 31:2416847. [PMID: 39277539 DOI: 10.1016/j.pulmoe.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/11/2024] [Accepted: 05/27/2024] [Indexed: 09/17/2024] Open
Affiliation(s)
- M Chilosi
- Department of Medical Specialities/Pulmonology Ospedale GB Morgagni, Forlì I
| | - S Piciucchi
- Department of Radiology, Ospedale GB Morgagni, Forlì I
| | - C Ravaglia
- Department of Medical Specialities/Pulmonology Ospedale GB Morgagni, Forlì (I); DIMEC, Bologna University, Forlì Campus, Forlì I, Department
| | - P Spagnolo
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy
| | - N Sverzellati
- Scienze Radiologiche, Department of Medicine and Surgery, University Hospital Parma, Parma, Italy
| | - S Tomassetti
- Department of Experimental and Clinical Medicine, Careggi University Hospital, Florence, Italy
| | - W Wuyts
- Pulmonology Department, UZ Leuven, Leuven, Belgium
| | - V Poletti
- Department of Medical Specialities/Pulmonology Ospedale GB Morgagni, Forlì (I); DIMEC, Bologna University, Forlì Campus, Forlì I, Department
- Department of Respiratory Diseases & Allergy, Aarhus University, Aarhus, Denmark
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Moodley Y, Mackintosh JA. A Comprehensive Review of Interstitial Lung Abnormalities. Respirology 2025; 30:385-397. [PMID: 40090879 DOI: 10.1111/resp.70026] [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: 10/29/2024] [Revised: 02/13/2025] [Accepted: 03/05/2025] [Indexed: 03/18/2025]
Abstract
Interstitial lung abnormalities (ILAs) represent radiological entities that comprise changes compatible with an interstitial process, occurring in individuals not suspected to have interstitial lung disease (ILD). The prevalence of ILAs ranges from 2.5% to 16.7% in lung cancer screening and population-based cohorts. ILAs have consistently been associated with mortality. Risk factors include older age, smoking, and genetic polymorphisms such as MUC5B. Progression of ILAs occurs in 20%-76% of cases over 2-6 years of follow-up. The clinical approach to ILAs involves risk stratification based on radiological features, extent of involvement, and associated clinical and physiological findings. ILAs pose a significant challenge in distinguishing inconsequential radiological findings from early ILD. This review summarises the current understanding of ILAs, including prevalence, risk factors, progression, associated biomarkers, and clinical management strategies.
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Affiliation(s)
- Yuben Moodley
- University of Western Australia, Perth, Western Australia, Australia
- Department of Respiratory Medicine, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
- Institute for Respiratory Health, Nedlands, Western Australia, Australia
- Centre for Research Excellence in Pulmonary Fibrosis, Camperdown, New South Wales, Australia
| | - John A Mackintosh
- Centre for Research Excellence in Pulmonary Fibrosis, Camperdown, New South Wales, Australia
- Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, Queensland, Australia
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
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Liu J, Zhou D, Wu N, Liu J, Wang X. Clinical features of immune checkpoint inhibitor-related pneumonitis in older patients with lung cancer receiving immune checkpoint inhibitors-based therapy: a retrospective study. BMC Geriatr 2025; 25:251. [PMID: 40241002 PMCID: PMC12001683 DOI: 10.1186/s12877-025-05905-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 04/02/2025] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND Older patients with lung cancer are underrepresented in pivotal trials of immune checkpoint inhibitors (ICIs). This study primarily retrospectively evaluated the older patients with lung cancer treated with ICIs to determine which factors are related to the occurrence and prognosis of ICI-related pneumonitis (CIP). METHODS We conducted a single-center, retrospective study of patients age ≥ 65 years diagnosed with lung cancer who received ICIs between January 2018 and June 2023 at the First Hospital of China Medical University. Clinical characteristics and blood parameters at baseline (before ICIs), at onset of pneumonitis (in the CIP group), and before the last dose of ICIs (in the non-CIP group) were collected and compared. RESULTS A total of 205 older patients with lung cancer were included, of which 51 (24%) patients developed CIP. Radiotherapy history, first line treatment, and the increased baseline systemic immune-inflammation index (SII), and CD4/CD8 were significantly and independently associated with the risk of CIP. Significant increase in CRP and decrease in albumin (ALB), prognostic nutritional index (PNI), and PaO2 were observed from baseline to CIP during treatment with ICIs. The PD-L1 expression status < 50% (P = 0.022) was the risk factor affecting their progression free survival (PFS). ECOG PS ≥ 2 (P = 0.031) and high-CRP (P = 0.007) of older patients were significantly correlated with their overall survival (OS), and patients who experienced CIP had a better OS than non-CIP (P = 0.001). The older patients with interstitial lung abnormalities (ILA) showed a shorter PFS than those without ILA (P = 0.036), and the PD-L1 expression status < 50% (P = 0.005), and low ALB (P = 0.023) was correlated with the OS in CIP. CONCLUSIONS Radiotherapy history, first line treatment (mostly in combination therapy), and increased baseline SII and CD4/CD8 were associated with the occurrence of CIP in older patients with lung cancer. PD-L1 expression status < 50%, ECOG PS ≥ 2 and high-CRP were associated with worse prognosis in all older patients. ILA, PD-L1 expression status < 50% and low-ALB at onset of CIP were related to poor prognosis in CIP.
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Affiliation(s)
- Jiafan Liu
- Department of Gerontology and Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, P.R. China
| | - Dongmei Zhou
- Department of Gerontology and Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, P.R. China
| | - Na Wu
- Department of Gerontology and Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, P.R. China
| | - Jia Liu
- Department of Gerontology and Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, P.R. China
| | - Xiaonan Wang
- Department of Gerontology and Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, P.R. China.
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Kattih Z, Bade B, Hatabu H, Brown K, Parambil J, Hata A, Mazzone PJ, Machnicki S, Guerrero D, Chaudhry MQ, Kellermeyer L, Johnson K, Cohen S, Ramdeo R, Naidich J, Borczuck A, Raoof S. Interstitial Lung Abnormality: Narrative Review of the Approach to Diagnosis and Management. Chest 2025; 167:781-799. [PMID: 39393485 DOI: 10.1016/j.chest.2024.09.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 08/12/2024] [Accepted: 09/08/2024] [Indexed: 10/13/2024] Open
Abstract
TOPIC IMPORTANCE As interstitial lung abnormalities (ILAs) are increasingly recognized on imaging and in clinical practice, identification and appropriate management are critical. We propose an algorithmic approach to the identification and management of patients with ILAs. REVIEW FINDINGS The radiologist initially identifies chest CT scan findings suggestive of an ILA pattern and excludes findings that are not consistent with ILAs. The next step is to confirm that these findings occupy > 5% of a nondependent lung zone. At this point, the radiologic pattern of ILA is identified. These findings are classified as non-subpleural, subpleural nonfibrotic, and subpleural fibrotic. It is then incumbent on the clinician to ascertain if the patient has symptoms and/or abnormal pulmonary physiology that may be attributable to these radiologic changes. Based on the patient's symptoms, physiologic assessment, and risk factors for interstitial lung disease (ILD), we recommend classifying patients as having ILA, at high risk for developing ILD, probable ILD, or ILD. In patients identified as having ILA, a multidisciplinary discussion should evaluate features that indicate an increased risk of progression. If these features are present, serial monitoring is recommended to be proactive. If the patient does not have imaging or clinical features that indicate an increased risk of progression, then monitoring is recommended to be reactive. If ILD is subsequently diagnosed, the management is disease specific. SUMMARY We anticipate this algorithmic approach will aid clinicians in interpreting the radiologic pattern described as ILA within the clinical context of their patients.
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Affiliation(s)
- Zein Kattih
- Division of Pulmonary and Critical Care Medicine, Lenox Hill Hospital, Northwell Health, New York NY
| | - Brett Bade
- Division of Pulmonary and Critical Care Medicine, Lenox Hill Hospital, Northwell Health, New York NY
| | - Hiroto Hatabu
- Department of Radiology, Brigham and Women's Hospital, Boston, MA
| | - Kevin Brown
- Department of Medicine, National Jewish Health, Denver, CO
| | | | - Akinori Hata
- Department of Diagnostic and Interventional Radiology, Osaka University, Osaka, Japan
| | | | - Stephen Machnicki
- Department of Radiology, Lenox Hill Hospital, Northwell Health, New York NY
| | - Dominick Guerrero
- Department of Pathology, Lenox Hill Hospital, Northwell Health, New York NY
| | - Muhammad Qasim Chaudhry
- Feinstein Institute of Medical Research, NorthShore University Hospital, Northwell Health, New York, NY
| | - Liz Kellermeyer
- Library and Knowledge Services, National Jewish Health, Denver, CO
| | - Kaitlin Johnson
- Division of Pulmonary and Critical Care Medicine, Lenox Hill Hospital, Northwell Health, New York NY
| | - Stuart Cohen
- Department of Radiology, NorthShore University Hospital, Northwell Health, New York, NY
| | - Ramona Ramdeo
- Department of Medicine, NorthShore University Hospital, Northwell Health, New York, NY
| | - Jason Naidich
- Department of Radiology, NorthShore University Hospital, Northwell Health, New York, NY
| | - Alain Borczuck
- Department of Pathology, Lenox Hill Hospital, Northwell Health, New York NY
| | - Suhail Raoof
- Division of Pulmonary and Critical Care Medicine, Lenox Hill Hospital, Northwell Health, New York NY.
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Oh JH, Song JW. Current perspectives on interstitial lung abnormalities. Korean J Intern Med 2025; 40:208-218. [PMID: 40102709 PMCID: PMC11938663 DOI: 10.3904/kjim.2024.335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 12/04/2024] [Accepted: 12/28/2024] [Indexed: 03/20/2025] Open
Abstract
Interstitial lung abnormalities (ILAs) are early indicators of interstitial lung disease, often identified incidentally via computed tomography of the chest. This review explores the diagnostic criteria for ILAs as outlined by the Fleischner Society, highlights associated risk factors, examines their impact on patient outcomes, and discusses management strategies. The prevalence of ILAs varies significantly, ranging from 3% to 17% across populations. Key risk factors include advanced age, smoking status, and underlying genetic predispositions. Recent advancements in imaging analysis, particularly through automated quantitative systems, have enhanced the accuracy of ILA detection. Although often subtle in presentation, ILAs hold clinical significance due to their associations with impaired lung function, progressive fibrosis, and increased mortality. Therefore, monitoring and management plans should be individualized to the risk profile of patients. Further studies are needed to refine ILA diagnostic criteria, enhance our understanding of their clinical implications, and establish optimal timing for therapeutic interventions.
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Affiliation(s)
- Ju Hyun Oh
- Department of Pulmonology and Critical Care Medicine, Sanggye Paik Hospital, Inje University College of Medicine, Seoul,
Korea
| | - Jin Woo Song
- Department of Pulmonology and Critical Care Medicine, Asan Medical Centre, University of Ulsan College of Medicine, Seoul,
Korea
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Fotook Kiaei SZ, Schwartz DA. Genetic underpinning of idiopathic pulmonary fibrosis: the role of mucin. Expert Rev Respir Med 2025:1-12. [PMID: 39912527 DOI: 10.1080/17476348.2025.2464035] [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: 10/17/2024] [Revised: 12/27/2024] [Accepted: 02/04/2025] [Indexed: 02/07/2025]
Abstract
INTRODUCTION Idiopathic pulmonary fibrosis (IPF) is a chronic lung disease characterized by progressive scarring and reduced survival. The development of IPF is influenced by rare and common genetic variants, cigarette smoking, aging, and environmental exposures. Among the two dozen genetic contributors, the MUC5B promoter variant (rs35705950) is the dominant risk factor, increasing the risk of both familial and sporadic IPF and accounting for nearly 50% of the genetic predisposition to the disease. AREAS COVERED This review provides an expert perspective on the genetic underpinnings of IPF rather than a systematic analysis, emphasizing key insights into its genetic basis. The articles referenced in this review were identified through targeted searches in PubMed, Scopus, and Web of Science for studies published between 2000 and 2023, prioritizing influential research on the genetic factors contributing to IPF. Search terms included 'idiopathic pulmonary fibrosis,' 'genetics,' 'MUC5B,' 'telomere dysfunction,' and 'surfactant proteins.' The selection of studies was guided by the authors' expertise, focusing on the most relevant publications. EXPERT OPINION The identification of genetic variants not only highlights the complexity of IPF but also offers potential for earlier diagnosis and personalized treatment strategies targeting specific genetic pathways, ultimately aiming to improve patient outcomes.
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Affiliation(s)
| | - David A Schwartz
- Department of Medicine, University of Colorado Denver, School of Medicine, Aurora, CO, USA
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7
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Gogali A, Kyriakopoulos C, Kostikas K. Interstitial Lung Abnormalities: Unraveling the Journey from Incidental Discovery to Clinical Significance. Diagnostics (Basel) 2025; 15:509. [PMID: 40002659 PMCID: PMC11854474 DOI: 10.3390/diagnostics15040509] [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: 12/04/2024] [Revised: 02/09/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
Interstitial lung abnormalities (ILAs) are incidental radiologic abnormalities on chest computed tomography (CT) examination performed on people in whom interstitial lung disease (ILD) is not suspected. Despite the fact that most of these individuals are asymptomatic, ILAs are not synonymous with subclinical ILD, as a subset of them have symptoms and lung function impairment. On the other hand, not all ILAs progress to clinically significant ILD. Specific imaging features and patterns have been proven more likely to progress, while some individuals may comprise a higher risk group for progression. Numerous studies have demonstrated that ILAs are not only associated with an increased risk of progression toward pulmonary fibrosis and fibrosis-related mortality but are also linked to a greater incidence of lung cancer and a higher rate of all-cause mortality. Considering that the systematic evaluation of large cohorts has shown a prevalence of ILAs up to 7% and that the natural history of ILAs is unclear, successful screening and appropriate monitoring of ILAs is of particular significance for earlier diagnosis, risk factor modification, and treatment. The present review aims to summarize the current knowledge on ILAs and highlight the need to define those at greatest risk of progression to ILD and worse clinical outcomes.
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Affiliation(s)
- Athena Gogali
- Respiratory Medicine Department, University of Ioannina, Stavrou Niarchou Avenue, 45500 Ioannina, Greece; (C.K.); (K.K.)
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Marinescu DC, Wong AW, Shah A, Hague CJ, Murphy D, Yang J, Johnston J, Leung J, Carlsten C, Ryerson CJ. Role of IPF genetic risk loci in post-COVID-19 lung abnormalities: a cohort study. BMJ Open Respir Res 2025; 12:e002725. [PMID: 39832890 PMCID: PMC11752054 DOI: 10.1136/bmjresp-2024-002725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 12/05/2024] [Indexed: 01/22/2025] Open
Abstract
INTRODUCTION Persistent lung abnormalities following COVID-19 infection are common. Similar parenchymal changes are observed in idiopathic pulmonary fibrosis (IPF). We investigated whether common genetic risk factors in IPF are associated with developing lung parenchymal abnormalities following severe COVID-19 disease. METHODS Consecutive adults hospitalised for laboratory-confirmed COVID-19 infection were prospectively recruited from March to May 2020. Three single-nucleotide polymorphisms (SNPs) conferring risk for IPF were genotyped (MUC5B rs35705950, ATP11A rs1278769 and DPP9 rs12610495). High-resolution CT and pulmonary function tests were performed at 3 months postdischarge from hospital. Ground glass opacities and reticulation on imaging were visually quantified by two expert thoracic radiologists. Linear regression was used to evaluate the association between risk alleles at each of the three SNPs and (a) lung parenchymal abnormalities as well as (b) pulmonary function, adjusted for age, sex, smoking history and days spent on supplemental oxygen during acute illness. RESULTS 71 patients were included. Mean age was 63±16 years, 62% were male, 31% were ever-smokers and median hospital length of stay was 9±11 days, with 23% requiring mechanical ventilation. The MUC5B risk allele was associated with a significant decrease in ground glass (β=-0.8, 95% CI -1.5 to -0.1, p=0.02) at 3 months, and this finding was paralleled by a concurrent but non-significant trend towards increased diffusion capacity for carbon monoxide (DLCO) (β=8.8, 95% CI -1.2 to 18.8, p=0.08) compared with patients without this risk allele. None of the risk alleles were significantly associated with reticulation at 3 months. CONCLUSION In an adjusted analysis controlling for severity of infection, MUC5B was associated with reduced ground glass and a trend towards concordant higher DLCO at 3 months after severe COVID-19 illness. This hypothesis-generating result suggests a possible protective effect of MUC5B in postinfectious lung abnormalities as compared with fibrosis in IPF, highlighting a plausible trade-off between its role in immune defence and epithelial cell function.
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Affiliation(s)
- Daniel-Costin Marinescu
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Lung Health, Vancouver, British Columbia, Canada
- Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - Alyson W Wong
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - Aditi Shah
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Lung Health, Vancouver, British Columbia, Canada
| | - Cameron J Hague
- Department of Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Darra Murphy
- Department of Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Julia Yang
- Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - James Johnston
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Janice Leung
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - Christopher Carlsten
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Lung Health, Vancouver, British Columbia, Canada
- Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - Christopher J Ryerson
- Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
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Hatabu H, Yanagawa M, Yamada Y, Hino T, Yamasaki Y, Hata A, Ueda D, Nakamura Y, Ozawa Y, Jinzaki M, Ohno Y. Recent trends in scientific research in chest radiology: What to do or not to do? That is the critical question in research. Jpn J Radiol 2025:10.1007/s11604-025-01735-3. [PMID: 39815124 DOI: 10.1007/s11604-025-01735-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Accepted: 01/05/2025] [Indexed: 01/18/2025]
Abstract
Hereby inviting young rising stars in chest radiology in Japan for contributing what they are working currently, we would like to show the potentials and directions of the near future research trends in the research field. I will provide a reflection on my own research topics. At the end, we also would like to discuss on how to choose the themes and topics of research: What to do or not to do? We strongly believe it will stimulate and help investigators in the field.
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Affiliation(s)
- Hiroto Hatabu
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St., Boston, MA, 02115, USA.
| | - Masahiro Yanagawa
- Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yoshitake Yamada
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Takuya Hino
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yuzo Yamasaki
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Akinori Hata
- Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Daiju Ueda
- Department of Artificial Intelligence, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yusei Nakamura
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St., Boston, MA, 02115, USA
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshiyuki Ozawa
- Department of Diagnostic Radiology, Fujita Health University School of Medicine, Toyoake, Aichi, Japan
| | - Masahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yoshiharu Ohno
- Department of Diagnostic Radiology, Fujita Health University School of Medicine, Toyoake, Aichi, Japan
- Joint Research Laboratory of Advanced Medical Imaging, Fujita Health University School of Medicine, Toyoake, Aichi, Japan
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Hwang J, You S, Lee YJ, Sun JS. Prevalence and progression rate of interstitial lung abnormalities detected on thoracic CT: a systematic review and meta-analysis. Eur Radiol 2025; 35:276-288. [PMID: 39026064 DOI: 10.1007/s00330-024-10952-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 05/20/2024] [Accepted: 06/21/2024] [Indexed: 07/20/2024]
Abstract
OBJECTIVES To estimate the pooled prevalence and progression rate of ILAs and identify the risk factors for radiological progression. MATERIALS AND METHODS An EMBASE and PubMed search was undertaken, identifying all studies meeting the inclusion criteria performed before May 10, 2023. Random effect models were used to estimate pooled prevalence, ILA progression rates, and odds ratio for radiological progression based on radiological subtype. Subgroup analyses were performed to compare the general and high-risk populations for lung cancer. The quality of the included studies was evaluated using the risk of bias assessment tool for non-randomized studies. RESULTS We analyzed 19 studies (241,541 patients) and 10 studies (1317 patients) for the pooled prevalence and progression rate of ILA, respectively. The pooled ILA prevalence was 9.7% (95% CI, 6.1-13.9%). The pooled prevalence was 6.8% (95% CI, 3.1-11.6%) and 7.1% (95% CI, 2.2-14.4%) in the general (six studies) and high-risk population for lung cancer (six studies), respectively. The pooled progression rate was 47.1% (95% CI, 29.1-65.5%). The pooled progression rate was 64.2% (95% CI, 45.0-81.2%, five studies) and 31.0% (95% CI, 8.2-60.5%, five studies) for longer (≥ 4.5 years) and shorter follow-up periods (< 4.5 years), respectively (p = 0.009). Fibrotic ILAs were significantly associated with a higher progression probability (combined OR, 5.55; 95% CI, 1.95-15.82). CONCLUSIONS The prevalence of ILAs was approximately 9.7%. Approximately half of the patients exhibited radiological progression, with the rate increasing over a longer follow-up period. Fibrotic ILA was a significant risk factor for radiological progression. CLINICAL RELEVANCE STATEMENT The prevalence of interstitial lung abnormalities (ILAs) is approximately 9.7%, with about half exhibiting progression; a longer follow-up duration and fibrotic ILAs are associated with a higher progression rate. KEY POINTS ILAs are increasingly recognized as important, but few population data are available. ILAs exhibited a pooled prevalence of 9.7% with a progression rate of 47.1%. Fibrotic ILAs were associated with increased progression likelihood.
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Affiliation(s)
- Jisun Hwang
- Department of Radiology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Seulgi You
- Department of Radiology, Ajou University School of Medicine, Suwon, Republic of Korea.
| | - Ye Jin Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Joo Sung Sun
- Department of Radiology, Ajou University School of Medicine, Suwon, Republic of Korea
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Yang L, Deng H, Chen H, Wu M, Li J, Zhang T. Correlations of mucin 5B gene polymorphisms and expression levels with the risk of onset of coal workers' pneumoconiosis. Medicine (Baltimore) 2024; 103:e41088. [PMID: 39969351 PMCID: PMC11688078 DOI: 10.1097/md.0000000000041088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Accepted: 12/06/2024] [Indexed: 02/20/2025] Open
Abstract
This study investigates the correlations of mucin 5B (MUC5B) rs2672794, rs2075854, and rs868903 polymorphisms and MUC5B expression level with the risk of the onset of coal workers' pneumoconiosis (CWP). Overall, 506 Han Chinese men were included in this study. Among them, 143 were healthy individuals, 132 were dust-exposed workers who underwent health monitoring periodically, and 231 were patients with CWP. The participants were categorized into the following groups based on health status: healthy, exposure, CWP stage I, and CWP stage II groups. Genotyping was performed using the MassARRAY platform, and gene expression levels were measured via real-time fluorescence quantitative polymerase chain reaction. Subsequently, the correlations of 3 single-nucleotide polymorphisms (rs2672794, rs2075854, and rs868903) and MUC5B gene expression with the risk of CWP onset were analyzed. Distributions of the rs2672794 (P = .82) and rs2075854 (P = .72) genotypes were not significantly different among the various groups. Frequencies of the CC and CT genotypes of single-nucleotide polymorphism rs868903 and the C allele of MUC5B were higher in patients with CWP than in the healthy group (P = .04). The MUC5B expression level of patients with CWP was significantly lower than those of the exposure and healthy groups (P < .001). Receiver operating characteristic curve analysis revealed that MUC5B in blood cells was a sensitive biomarker for CWP diagnosis. Significant differences were observed in MUC5B gene expression levels among different genotypes of rs868903 (P < .001), with individuals carrying the CC and CT genotypes exhibiting lower MUC5B gene expression levels than those with the TT genotype. The rs868903 polymorphism in the MUC5B gene could be associated with the susceptibility to CWP, and early monitoring would aid in identifying individuals at high risk. MUC5B might serve as a valuable early screening biomarker for CWP.
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Affiliation(s)
- Li Yang
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Hao Deng
- Guiyang Public Health Clinical Center, Guiyang, China
| | - Hongyun Chen
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Mali Wu
- Morphological Laboratory of Basic Medical College of Guizhou University of Traditional Chinese Medicine, Guiyang, China
| | - Jun Li
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Tao Zhang
- School of Public Health, Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
- Guiyang Public Health Clinical Center, Guiyang, China
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Salisbury ML, Markin C, Fadely T, Guttentag AR, Humphries SM, Lynch DA, Kropski JA, Blackwell TS. Progressive Early Interstitial Lung Abnormalities in Persons at Risk for Familial Pulmonary Fibrosis: A Prospective Cohort Study. Am J Respir Crit Care Med 2024; 210:1441-1452. [PMID: 39137317 PMCID: PMC11716039 DOI: 10.1164/rccm.202403-0524oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 08/12/2024] [Indexed: 08/15/2024] Open
Abstract
Rationale: Relatives of patients with familial pulmonary fibrosis (FPF) are at increased risk to develop FPF. Interstitial lung abnormalities (ILAs) are a radiologic biomarker of subclinical disease, but the implications of very mild abnormalities remain unclear. Objectives: To quantify the progression risk among FPF relatives with abnormalities below the threshold for ILAs as described by the Fleischner Society and to describe the characteristics of participants with new or progressive ILAs during observation. Methods: Asymptomatic FPF relatives undergo serial screening high-resolution chest computed tomography. For this analysis, early ILAs (no minimum threshold of lung involvement) were subclassified as mild (all interstitial abnormalities involve <5% of a lung zone) or moderate (any abnormality involves >5%). Identification of new or progressive ILAs on high-resolution chest computed tomography and the development of pulmonologist-diagnosed clinical FPF were defined as progression. Covariate-adjusted logistic regression identified progression-associated characteristics. Measurements and Main Results: From 2008 to 2023, 273 participants in follow-up procedures were 53.2 ± 9.4 years of age at enrollment, 95 (35%) were men, and 73 of 268 (27%) were ever-smokers. During a mean follow-up period of 6.2 ± 3.0 years, progression occurred among 31 of 211 (15%) of those with absence of ILAs at enrollment, 32 of 49 (65%) of those with mild ILAs, and 10 of 13 (77%) of those with moderate ILAs. Subjects with mild ILAs had 9.15 (95% confidence interval, 4.40-19.00; P < 0.0001) times and those with moderate ILAs had 17.14 (95% confidence interval, 4.42-66.49; P < 0.0001) times the odds of progression as subjects without ILAs. Conclusions: In persons at risk for FPF, minor interstitial abnormalities, including reticulation that is unilateral or involves <5% of a lung zone, frequently represent subclinical disease.
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Affiliation(s)
| | | | | | - Adam R. Guttentag
- Department of Radiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - David A. Lynch
- Department of Radiology, National Jewish Health, Denver, Colorado
| | - Jonathan A. Kropski
- Department of Medicine and
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee
- U.S. Department of Veterans Affairs Medical Center, Nashville, Tennessee; and
| | - Timothy S. Blackwell
- Department of Medicine and
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee
- U.S. Department of Veterans Affairs Medical Center, Nashville, Tennessee; and
- Department of Medicine, University of Michigan, Ann Arbor, Michigan
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13
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Sullivan DI, Ascherman DP. Rheumatoid Arthritis-Associated Interstitial Lung Disease (RA-ILD): Update on Prevalence, Risk Factors, Pathogenesis, and Therapy. Curr Rheumatol Rep 2024; 26:431-449. [PMID: 39320427 DOI: 10.1007/s11926-024-01155-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2024] [Indexed: 09/26/2024]
Abstract
PURPOSE OF REVIEW Rheumatoid arthritis is frequently complicated by interstitial lung disease (RA-ILD), an underappreciated contributor to excess morbidity and mortality. The true prevalence of RA-ILD is difficult to define given the variability in diagnostic criteria used. The lack of standardized screening methods, an incomplete understanding of disease pathogenesis, and dearth of validated biomarkers have limited the development of controlled clinical trials for this disease. RECENT FINDINGS Numerous studies have focused on clinical, radiographic, genetic, molecular, and/or serologic markers of disease severity as well as risk of disease progression. In addition to defining valuable clinical biomarkers, these studies have provided insights regarding the pathogenesis of RA-ILD and potential therapeutic targets. Additional studies involving immunomodulatory and/or anti-fibrotic agents have assessed new therapeutic options for different stages of RA-ILD. RA-ILD continues to be a major contributor to the increased morbidity and mortality associated with RA. Advancements in our understanding of disease pathogenesis at a molecular level are necessary to drive the development of more targeted therapy.
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Affiliation(s)
- Daniel I Sullivan
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Pittsburgh, UPMC Montefiore Hospital, 3459 Fifth Ave, NW 628, Pittsburgh, PA, 15213, USA.
| | - Dana P Ascherman
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
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14
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Harder EM, Nardelli P, Pistenmaa CL, Ash SY, Balasubramanian A, Bowler RP, Iturrioz Campo M, Diaz AA, Hassoun PM, Leopold JA, Martinez FJ, Nathan SD, Noth I, Podolanczuk AJ, Saggar R, San José Estépar R, Shlobin OA, Wang W, Waxman AB, Putman RK, Washko GR, Choi B, San José Estépar R, Rahaghi FN. Preacinar Arterial Dilation Mediates Outcomes of Quantitative Interstitial Abnormalities in the COPDGene Study. Am J Respir Crit Care Med 2024; 210:1132-1142. [PMID: 38820122 PMCID: PMC11544357 DOI: 10.1164/rccm.202312-2342oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 05/31/2024] [Indexed: 06/02/2024] Open
Abstract
Rationale: Quantitative interstitial abnormalities (QIAs) are a computed tomography (CT) measure of early parenchymal lung disease associated with worse clinical outcomes, including exercise capacity and symptoms. The presence of pulmonary vasculopathy in QIAs and its role in the QIA-outcome relationship is unknown. Objectives: To quantify radiographic pulmonary vasculopathy in QIAs and determine whether this vasculopathy mediates the QIA-outcome relationship. Methods: Ever-smokers with QIAs, outcomes, and pulmonary vascular mediator data were identified from the Genetic Epidemiology of COPD (COPDGene) study cohort. CT-based vascular mediators were right ventricle-to-left ventricle ratio, pulmonary artery-to-aorta ratio, and preacinar intraparenchymal arterial dilation (pulmonary artery volume, 5-20 mm2 in cross-sectional area, normalized to total arterial volume). Outcomes were 6-minute walk distance and a modified Medical Council Research Council Dyspnea Scale score of 2 or higher. Adjusted causal mediation analyses were used to determine whether the pulmonary vasculature mediated the QIA effect on outcomes. Associations of preacinar arterial dilation with select plasma biomarkers of pulmonary vascular dysfunction were examined. Measurements and Main Results: Among 8,200 participants, QIA burden correlated positively with vascular damage measures, including preacinar arterial dilation. Preacinar arterial dilation mediated 79.6% of the detrimental impact of QIA on 6-minute walk distance (56.2-100%; P < 0.001). Pulmonary artery-to-aorta ratio was a weak mediator, and right ventricle-to-left ventricle ratio was a suppressor. Similar results were observed in the relationship between QIA and modified Medical Council Research Council dyspnea score. Preacinar arterial dilation correlated with increased pulmonary vascular dysfunction biomarker levels, including angiopoietin-2 and N-terminal brain natriuretic peptide. Conclusions: Parenchymal QIAs deleteriously impact outcomes primarily through pulmonary vasculopathy. Preacinar arterial dilation may be a novel marker of pulmonary vasculopathy in QIAs.
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Affiliation(s)
| | | | | | - Samuel Y Ash
- Department of Critical Care Medicine, South Shore Hospital, South Weymouth, Massachusetts, and School of Medicine, Tufts University, Boston, Massachusetts
| | - Aparna Balasubramanian
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Russell P Bowler
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, Colorado
| | | | | | - Paul M Hassoun
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | - Fernando J Martinez
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York City, New York
| | - Steven D Nathan
- Inova Advanced Lung Disease and Transplant Program, Inova Fairfax Hospital, Falls Church, Falls Church, Virginia
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Anna J Podolanczuk
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York City, New York
| | - Rajan Saggar
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, Los Angeles, Los Angeles, California; and
| | | | - Oksana A Shlobin
- Inova Advanced Lung Disease and Transplant Program, Inova Fairfax Hospital, Falls Church, Falls Church, Virginia
| | - Wei Wang
- Division of Sleep and Circadian Disorders, Department of Medicine, and Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts
- Division of Sleep Medicine, Harvard Medical School, Boston, Massachusetts
| | | | | | | | - Bina Choi
- Division of Pulmonary and Critical Care Medicine
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15
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Jeong WJ, Nam BD, Hwang JH, Lee CH, Yoon HY, Lee EJ, Oh E, Jeong J, Bae SH. Long-Term Follow-Up of Interstitial Lung Abnormalities in Low-Dose Chest CT in Health Screening: Exploring the Predictors of Clinically Significant Interstitial Lung Diseases Using Artificial Intelligence-Based Quantitative CT Analysis. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2024; 85:1141-1156. [PMID: 39660324 PMCID: PMC11625842 DOI: 10.3348/jksr.2024.0032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 05/23/2024] [Accepted: 06/15/2024] [Indexed: 12/12/2024]
Abstract
Purpose This study examined longitudinal changes in interstitial lung abnormalities (ILAs) and predictors of clinically significant interstitial lung diseases (ILDs) in a screening population with ILAs. Materials and Methods We retrieved 36891 low-dose chest CT records from screenings between January 2003 and May 2021. After identifying 101 patients with ILAs, the clinical findings, spirometry results, and initial and follow-up CT findings, including visual and artificial intelligence-based quantitative analyses, were compared between patients diagnosed with ILD (n = 23, 23%) and those who were not (n = 78, 77%). Logistic regression analysis was used to identify significant parameters for the clinical diagnosis of ILD. Results Twenty-three patients (n = 23, 23%) were subsequently diagnosed with clinically significant ILDs at follow-up (mean, 8.7 years). Subpleural fibrotic ILAs on initial CT and signs of progression on follow-up CT were common in the ILD group (both p < 0.05). Logistic regression analysis revealed that emerging respiratory symptoms (odds ratio [OR], 5.56; 95% confidence interval [CI], 1.28-24.21; p = 0.022) and progression of ILAs at follow-up chest CT (OR, 4.07; 95% CI, 1.00-16.54; p = 0.050) were significant parameters for clinical diagnosis of ILD. Conclusion Clinically significant ILD was subsequently diagnosed in approximately one-quarter of the screened population with ILAs. Emerging respiratory symptoms and progression of ILAs at follow-up chest CT can be predictors of clinically significant ILDs.
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Tuhy T, Coursen JC, Graves T, Patatanian M, Cherry C, Niedermeyer SE, Khan SL, Rosen DT, Croglio MP, Elnashar M, Kolb TM, Mathai SC, Damico RL, Hassoun PM, Shimoda LA, Suresh K, Aldred MA, Simpson CE. Single-cell transcriptomics reveal diverging pathobiology and opportunities for precision targeting in scleroderma-associated versus idiopathic pulmonary arterial hypertension. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.25.620225. [PMID: 39484590 PMCID: PMC11527343 DOI: 10.1101/2024.10.25.620225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Introduction Pulmonary arterial hypertension (PAH) involves progressive cellular and molecular change within the pulmonary vasculature, leading to increased vascular resistance. Current therapies targeting nitric oxide (NO), endothelin, and prostacyclin pathways yield variable treatment responses. Patients with systemic sclerosis-associated PAH (SSc-PAH) often experience worse outcomes than those with idiopathic PAH (IPAH). Methods Lung tissue samples from four SSc-PAH, four IPAH, and four failed donor specimens were obtained from the Pulmonary Hypertension Breakthrough Initiative (PHBI) lung tissue bank. Single-cell RNA sequencing (scRNAseq) was performed using the 10X Genomics Chromium Flex platform. Data normalization, clustering, and differential expression analysis were conducted using Seurat. Additional analyses included gene set enrichment analysis (GSEA), transcription factor activity analysis, and ligand-receptor signaling. Pharmacotranscriptomic screening was performed using the Connectivity Map. Results SSc-PAH samples showed a higher proportion of fibroblasts and dendritic cells/macrophages compared to IPAH and donor samples. GSEA revealed enriched pathways related to epithelial-to-mesenchymal transition (EMT), apoptosis, and vascular remodeling in SSc-PAH samples. There was pronounced differential gene expression across diverse pulmonary vascular cell types and in various epithelial cell types in both IPAH and SSc-PAH, with epithelial to endothelial cell signaling observed. Macrophage to endothelial cell signaling was particularly pronounced in SSc-PAH. Pharmacotranscriptomic screening identified TIE2, GSK-3, and PKC inhibitors, among other compounds, as potential drug candidates for reversing SSc-PAH gene expression signatures. Discussion Overlapping and distinct gene expression patterns exist in SSc-PAH versus IPAH, with significant molecular differences suggesting unique pathogenic mechanisms in SSc-PAH. These findings highlight the potential for precision-targeted therapies to improve SSc-PAH patient outcomes. Future studies should validate these targets clinically and explore their therapeutic efficacy.
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Affiliation(s)
- Tijana Tuhy
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Julie C Coursen
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Tammy Graves
- Division of Pulmonary Medicine, Indiana University, Indianapolis, IN, USA
| | - Michael Patatanian
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Christopher Cherry
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Shannon E Niedermeyer
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Sarah L Khan
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Darin T Rosen
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Michael P Croglio
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | | | - Todd M Kolb
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Stephen C Mathai
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Rachel L Damico
- Division of Pulmonary and Critical Care Medicine, University of Miami, Miami, FL, USA
| | - Paul M Hassoun
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Larissa A Shimoda
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Karthik Suresh
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Micheala A Aldred
- Division of Pulmonary Medicine, Indiana University, Indianapolis, IN, USA
| | - Catherine E Simpson
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
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Kerchberger VE, McNeil JB, Zheng N, Chang D, Rosenberger C, Rogers AJ, Bastarache JA, Feng Q, Wei WQ, Ware LB. Electronic health record biobank cohort recapitulates an association between the MUC5B promoter polymorphism and ARDS in critically ill adults. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.26.24312498. [PMID: 39252926 PMCID: PMC11383515 DOI: 10.1101/2024.08.26.24312498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Background Large population-based DNA biobanks linked to electronic health records (EHRs) may provide novel opportunities to identify genetic drivers of ARDS. Research Question Can we develop an EHR-based algorithm to identify ARDS in a biobank database, and can this validate a previously reported ARDS genetic risk factor? Study Design and Methods We analyzed two parallel genotyped cohorts: a prospective biomarker cohort of critically ill adults (VALID), and a retrospective cohort of hospitalized participants enrolled in a de-identified EHR biobank (BioVU). ARDS was identified by clinician-investigator review in VALID and an EHR algorithm in BioVU (EHR-ARDS). We tested the association between the MUC5B promoter polymorphism rs35705950 with development of ARDS, and assessed if age modified this genetic association in each cohort. Results In VALID, 2,795 patients were included, age was 55 [43, 66] (median [IQR]) years, and 718 (25.7%) developed ARDS. In BioVU, 9,025 hospitalized participants were included, age was 60 [48, 70] years, and 1,056 (11.7%) developed EHR-ARDS. We observed a significant age-related interaction effect on ARDS in VALID: among older patients, rs35705950 was associated with increased ARDS risk (OR: 1.44; 95%CI 1.08-1.92; p=0.012) whereas among younger patients this effect was absent (OR: 0.84; 95%CI: 0.62-1.14; p=0.26). In BioVU, rs35705950 was associated with increased risk for EHR-ARDS among all participants (OR: 1.20; 95%CI: 1.00-1.43, p=0.043) and this did not vary by age. The polymorphism was also associated worse oxygenation in mechanically ventilated BioVU participants, but had no association with oxygenation in VALID. Interpretation The MUC5B promoter polymorphism was associated with ARDS in two cohorts of at-risk adults. Although age-related effect modification was observed only in VALID, BioVU identified a consistent association between MUC5B and ARDS risk regardless of age, and a novel association with oxygenation impairment. Our study highlights the potential for EHR biobanks to enable precision-medicine ARDS studies.
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18
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Kim JS, Flack KF, Malik V, Manichaikul A, Sakaue S, Luo Y, McGroder CF, Salvatore M, Anderson MR, Hoffman EA, Podolanczuk AJ, Yun JH, McDermott GC, Sparks JA, Putman R, Moll M, Rich SS, Rotter JI, Noth I, Raghu G, Giles JT, Winchester R, Raychaudhuri S, Hunninghake GM, Cho MH, Garcia CK, Barr RG, Bernstein EJ. Genomic and Serological Rheumatoid Arthritis Biomarkers, MUC5B Promoter Variant, and Interstitial Lung Abnormalities. Ann Am Thorac Soc 2024; 22:64-71. [PMID: 39405163 PMCID: PMC11708761 DOI: 10.1513/annalsats.202403-238oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 09/27/2024] [Indexed: 11/27/2024] Open
Abstract
RATIONALE Rheumatoid arthritis (RA) has been implicated in interstitial lung disease (ILD) as majority of studies have been comprised of patients with known RA. However, it remains unclear whether an underlying risk for RA in combination with genetic risk for pulmonary fibrosis is associated with radiological markers of early lung injury and fibrosis in broader population samples. OBJECTIVE Determine whether genetic and serological biomarkers of RA risk in combination with the MUC5B (rs35705950) risk allele (T) are associated with interstitial lung abnormalities (ILA) on computed tomography (CT) scans. METHODS Associations of RA-risk HLA-DRB1 alleles (*04:01, *04:08, *04:05, *04:04, *10:01) and serum RA autoantibodies with ILA in the Multi-Ethnic Study of Atherosclerosis (MESA, n=4,018) and COPDGene (n=5,963) cohorts were modeled using logistic regression and adjusted for age, sex, self-reported race and ethnicity, smoking history, body mass index, and principal components of genetic ancestry. RESULTS The prevalence of an RA risk HLA-DRB1 allele was 16.5% and 21.9% in MESA and COPDGene, respectively. ILA was present in 3.9% and 11% in MESA and COPDGene, respectively. An RA risk HLA-DRB1 allele was not significantly associated with ILA in MESA and COPDGene. In MESA, higher serum levels of IgA rheumatoid factor (RF) and anti-cyclic citrullinated peptide were associated with an odds ratio (OR) for ILA of 1.20 (95% CI 1.07-1.35) and 1.19 (95% CI 1.04-1.37), respectively. Among smokers without baseline ILA, per doubling of IgM RF was associated with an OR for ILA 10 years later of 1.25 (95% CI 1.08-1.43). Associations were not significantly different by MUC5B risk allele status. CONCLUSIONS RA-related HLA-DRB1 alleles were not associated with ILA, whereas higher serum levels of IgM RF among smokers without baseline ILA were associated with subsequent ILA.
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Affiliation(s)
- John S Kim
- University of Virginia, Medicine, Charlottesville, Virginia, United States
- Charlottesville, Virginia, United States
| | - Kathryn F Flack
- University of Pennsylvania, Medicine, Philadelphia, Pennsylvania, United States
| | - Vidhi Malik
- Brigham and Women's Hospital, Division of Pulmonary and Critical Care Medicine, Boston, Massachusetts, United States
| | - Ani Manichaikul
- University of Virginia Center for Public Health Genomics, Charlottesville, Virginia, United States
| | - Saori Sakaue
- Broad Institute, Cambridge, Massachusetts, United States
| | - Yang Luo
- University of Oxford, Oxford, United Kingdom of Great Britain and Northern Ireland
| | - Claire F McGroder
- NewYork-Presbyterian Hospital, Pulmonary, Allergy and Critical Care, New York, New York, United States
| | - Mary Salvatore
- Columbia University Irving Medical Center, New York, New York, United States
| | | | - Eric A Hoffman
- University of Iowa Carver College of Medicine, Radiology, Iowa City, Iowa, United States
| | - Anna J Podolanczuk
- Weill Cornell Medical College, Department of Medicine, New York, New York, United States
| | - Jae Hee Yun
- University of Virginia, Medicine, Charlottesville, Virginia, United States
| | - Gregory C McDermott
- Brigham and Women's Hospital, Department of Rheumatology, Boston, Massachusetts, United States
| | - Jeffrey A Sparks
- Brigham and Women's Hospital, Department of Medicine, Division of Rheumatology, Inflammation, and Immunity, Boston, Massachusetts, United States
| | - Rachel Putman
- Brigham and Women's Hospital, Pulmonary and Critical Care Medicine, Boston, Massachusetts, United States
| | - Matthew Moll
- Brigham and Women's Hospital Department of Medicine, Pulmonary and Critical Care, Boston, Massachusetts, United States
| | - Stephen S Rich
- University of Virginia, Center for Public Health Genomics, Charlottesville, Virginia, United States
| | - Jerome I Rotter
- Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 11The Institute for Translational Genomics and Population Sciences, Departments of Pediatrics and Medicine, Torrance, California, United States
| | - Imre Noth
- University of Virginia, Division of Pulmonary & Critical Care & Sleep Medicine, Department of Medicine, , Charlottesville, Virginia, United States
| | - Ganesh Raghu
- University of Washington Medical Center, Division of Pulmonary and Critical Care Medicine, Seattle, Washington, United States
| | - Jon T Giles
- Columbia University, Division of Rheumatology, New York, New York, United States
| | - Robert Winchester
- Columbia University Medical Center, Medicine, NYC, New York, United States
| | - Soumya Raychaudhuri
- Broad Institute, Cambridge, Massachusetts, United States
- Brigham and Women's Hospital, Division of Rheumatology, Immunology, and Immunity , Boston, Massachusetts, United States
- Brigham and Women's Hospital, Center for Data Science and Division of Genetics, Boston, Massachusetts, United States
- The University of Manchester, Centre for Genetics and Genomics Versus Arthritis, Manchester, United Kingdom of Great Britain and Northern Ireland
| | - Gary M Hunninghake
- Brigham and Women's Hospital, Medicine, Boston, Massachusetts, United States
| | - Michael H Cho
- Harvard Medical School, Channing Division of Respiratory Medicine, Boston, Massachusetts, United States
| | - Christine Kim Garcia
- Columbia University Irving Medical Center, Medicine, New York, New York, United States
- New York, United States
| | - R Graham Barr
- Columbia University, New York, New York, United States
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Zheng J, Guo J, Wang G, Zhang L, Yu X, Liu D, Lin Y, Zhang R, Ma A, Yu X. Interstitial lung abnormality in COPD is inversely associated with the comorbidity of lung cancer. BMC Pulm Med 2024; 24:506. [PMID: 39390412 PMCID: PMC11468093 DOI: 10.1186/s12890-024-03311-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Accepted: 09/30/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Interstitial lung abnormality (ILA) has been recognized as a pertinent factor in the development and prognosis of various pulmonary conditions. However, its correlation with co-morbidities remains understudied. The current study endeavors to elucidate the association between ILA and both clinical features and co-morbidities in patients with chronic obstructive pulmonary disease (COPD). METHODS A retrospective cohort comprising 1131 hospitalized patients diagnosed with COPD was examined in this observational study. Patients were dichotomously classified based on the presence or absence of ILA, and subsequent analyses scrutinized disparities in demographic, clinical, and laboratory profiles, alongside co-morbid conditions, between the two subgroups. RESULTS Of the 1131 COPD patients, 165 (14.6%) exhibited ILA. No statistically significant differences were discerned between COPD patients with and without ILA concerning demographic, clinical, or laboratory parameters, except for levels of circulating fibrinogen and procalcitonin. Nevertheless, a notable discrepancy emerged in the prevalence of multiple co-morbidities. Relative to COPD patients devoid of ILA, those presenting with ILA manifested a diminished prevalence of lung cancer (OR = 0.50, 95% CI: 0.30-0.83, p = 0.006), particularly of the lung adenocarcinoma (OR = 0.32, 95% CI: 0.15-0.71, p = 0.005). Additionally, the presence of ILA in COPD was positively associated with heart failure (OR = 1.75, 95% CI: 1.04-3.00, p = 0.040) and cancers other than lung cancer (OR = 2.27, 95% CI: 1.16-4.39, p = 0.012). CONCLUSION These findings demonstrate that the presence of ILA is associated with co-morbidities of COPD, particularly lung cancer.
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Affiliation(s)
- Jianrui Zheng
- Department of Cardiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Priority Area Chronic Lung Diseases, Research Center Borstel, Borstel, Germany
| | - Jiaxi Guo
- Department of Respiratory and Critical Medicine, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, 361003, China
| | - Guangdong Wang
- Department of Respiratory and Critical Medicine, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, 361003, China
| | - Liang Zhang
- Priority Area Chronic Lung Diseases, Research Center Borstel, Borstel, Germany
| | - Xinhua Yu
- Priority Area Chronic Lung Diseases, Research Center Borstel, Borstel, Germany
| | - Dehao Liu
- Department of Radiology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
| | - Yikai Lin
- Department of Radiology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
| | - Rongzhou Zhang
- Department of Radiology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
| | - Aiping Ma
- Department of Respiratory and Critical Medicine, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, 361003, China.
| | - Xiuyi Yu
- Department of Thoracic Surgery, Xiamen Key Laboratory of Thoracic tumor diagnosis and treatment, Institute of lung cancer, School of clinical Medicine, The First Affiliated Hospital of Xiamen University, Fujian Medical University, Xiamen, 361003, China.
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20
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Baddour NA, Paulin LM, Gassett AJ, Woo H, Hoffman EA, Newell JD, Woodruff PG, Pirozzi CS, Barjaktarevic I, Barr RG, O’Neal W, Han MK, Martinez FJ, Peters SP, Hastie AT, Hansel NN, Ortega VE, Kaufman JD, Sack CS. Air Pollution Exposure and Interstitial Lung Features in SPIROMICS Participants with Chronic Obstructive Pulmonary Disease. Ann Am Thorac Soc 2024; 21:1251-1260. [PMID: 38568439 PMCID: PMC11376362 DOI: 10.1513/annalsats.202308-741oc] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 04/02/2024] [Indexed: 08/31/2024] Open
Abstract
Rationale: It is unknown whether air pollution is associated with radiographic features of interstitial lung disease in individuals with chronic obstructive pulmonary disease (COPD). Objectives: To determine whether air pollution increases the prevalence of interstitial lung abnormalities (ILA) or percent high-attenuation areas (HAA) on computed tomography (CT) in individuals with a heavy smoking history and COPD. Methods: We performed a cross-sectional study of SPIROMICS (Subpopulations and Intermediate Outcome Measures in COPD Study), focused on current or former smokers with COPD. Ten-year exposure to particulate matter ⩽2.5 μm in aerodynamic diameter (PM2.5), nitrogen oxides (NOx), nitrogen dioxide (NO2), and ozone before enrollment CT (completed between 2010 and 2015) were estimated with validated spatiotemporal models at residential addresses. We applied adjusted multivariable modified Poisson regression and linear regression to investigate associations between pollution exposure and relative risk (RR) of ILA or increased percent HAA (between -600 and -250 Hounsfield units), respectively. We assessed for effect modification by MUC5B-promoter polymorphism (variant allele carriers GT or TT vs. GG at rs3705950), smoking status, sex, and percent emphysema. Results: Among 1,272 participants with COPD assessed for HAA, 424 were current smokers, and 249 were carriers of the variant MUC5B allele. A total of 519 participants were assessed for ILA. We found no association between pollution exposure and ILA or HAA. Associations between pollutant exposures and risk of ILA were modified by the presence of MUC5B polymorphism (P value interaction term for NOx = 0.04 and PM2.5 = 0.05) and smoking status (P value interaction term for NOx = 0.05; NO2 = 0.01; and ozone = 0.05). With higher exposure to NOx and PM2.5, MUC5B variant carriers had an increased risk of ILA (RR per 26 ppb NOx, 2.41; 95% confidence interval [CI], 0.97-6.0; and RR per 4 μg ⋅ m-3 PM2.5, 1.43; 95% CI, 0.93-2.2, respectively). With higher exposure to NO2, former smokers had an increased risk of ILA (RR per 10 ppb, 1.64; 95% CI, 1.0-2.7). Conclusions: Exposure to ambient air pollution was not associated with interstitial features on CT in this population of heavy smokers with COPD. MUC5B modified the association between pollution and ILA, suggesting that gene-environment interactions may influence prevalence of interstitial lung features in COPD.
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Affiliation(s)
| | - Laura M. Paulin
- Department of Medicine, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire
| | | | - Han Woo
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Eric A. Hoffman
- Department of Radiology, University of Iowa, Iowa City, Iowa
| | - John D. Newell
- Department of Radiology, University of Washington, Seattle, Washington
- Department of Radiology, University of Iowa, Iowa City, Iowa
| | - Prescott G. Woodruff
- Department of Medicine, Cardiovascular Research Institute, University of California, San Francisco, San Francisco, California
| | - Cheryl S. Pirozzi
- Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, Department of Medicine, University of Utah Health Sciences Center, Salt Lake City, Utah
| | - Igor Barjaktarevic
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - R. Graham Barr
- Department of Medicine, College of Physicians and Surgeons, Columbia University Medical Center, New York, New York
| | - Wanda O’Neal
- Marsico Lung Institute, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Meilan K. Han
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Fernando J. Martinez
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medical College, Cornell University, New York, New York
| | - Stephen P. Peters
- Section of Pulmonary, Critical Care, Allergy and Immunologic Diseases, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina; and
| | - Annette T. Hastie
- Section of Pulmonary, Critical Care, Allergy and Immunologic Diseases, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina; and
| | - Nadia N. Hansel
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Victor E. Ortega
- Division of Respiratory Diseases, Department of Internal Medicine, Mayo Clinic, Scottsdale, Arizona
| | - Joel D. Kaufman
- Department of Medicine
- Department of Environmental and Occupational Health Sciences, and
| | - Coralynn S. Sack
- Department of Medicine
- Department of Environmental and Occupational Health Sciences, and
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21
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Hata A, Aoyagi K, Hino T, Kawagishi M, Wada N, Song J, Wang X, Valtchinov VI, Nishino M, Muraguchi Y, Nakatsugawa M, Koga A, Sugihara N, Ozaki M, Hunninghake GM, Tomiyama N, Li Y, Christiani DC, Hatabu H. Automated Interstitial Lung Abnormality Probability Prediction at CT: A Stepwise Machine Learning Approach in the Boston Lung Cancer Study. Radiology 2024; 312:e233435. [PMID: 39225600 PMCID: PMC11419784 DOI: 10.1148/radiol.233435] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Background It is increasingly recognized that interstitial lung abnormalities (ILAs) detected at CT have potential clinical implications, but automated identification of ILAs has not yet been fully established. Purpose To develop and test automated ILA probability prediction models using machine learning techniques on CT images. Materials and Methods This secondary analysis of a retrospective study included CT scans from patients in the Boston Lung Cancer Study collected between February 2004 and June 2017. Visual assessment of ILAs by two radiologists and a pulmonologist served as the ground truth. Automated ILA probability prediction models were developed that used a stepwise approach involving section inference and case inference models. The section inference model produced an ILA probability for each CT section, and the case inference model integrated these probabilities to generate the case-level ILA probability. For indeterminate sections and cases, both two- and three-label methods were evaluated. For the case inference model, we tested three machine learning classifiers (support vector machine [SVM], random forest [RF], and convolutional neural network [CNN]). Receiver operating characteristic analysis was performed to calculate the area under the receiver operating characteristic curve (AUC). Results A total of 1382 CT scans (mean patient age, 67 years ± 11 [SD]; 759 women) were included. Of the 1382 CT scans, 104 (8%) were assessed as having ILA, 492 (36%) as indeterminate for ILA, and 786 (57%) as without ILA according to ground-truth labeling. The cohort was divided into a training set (n = 96; ILA, n = 48), a validation set (n = 24; ILA, n = 12), and a test set (n = 1262; ILA, n = 44). Among the models evaluated (two- and three-label section inference models; two- and three-label SVM, RF, and CNN case inference models), the model using the three-label method in the section inference model and the two-label method and RF in the case inference model achieved the highest AUC, at 0.87. Conclusion The model demonstrated substantial performance in estimating ILA probability, indicating its potential utility in clinical settings. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Zagurovskaya in this issue.
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Affiliation(s)
- Akinori Hata
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kota Aoyagi
- Canon Medical Systems Corporation, Tochigi, Japan
| | - Takuya Hino
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | | | - Noriaki Wada
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Jiyeon Song
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - Xinan Wang
- Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA
| | - Vladimir I. Valtchinov
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Mizuki Nishino
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Dana Farber Cancer Institute, Department of Imaging, Boston, MA
| | | | | | - Akihiro Koga
- Canon Medical Systems Corporation, Tochigi, Japan
| | | | | | - Gary M. Hunninghake
- Pulmonary and Critical Care Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Noriyuki Tomiyama
- Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yi Li
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - David C. Christiani
- Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA
| | - Hiroto Hatabu
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
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22
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de la Orden Kett Morais SR, Felder FN, Walsh SLF. From pixels to prognosis: unlocking the potential of deep learning in fibrotic lung disease imaging analysis. Br J Radiol 2024; 97:1517-1525. [PMID: 38781513 PMCID: PMC11332672 DOI: 10.1093/bjr/tqae108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 05/21/2024] [Indexed: 05/25/2024] Open
Abstract
The licensing of antifibrotic therapy for fibrotic lung diseases, including idiopathic pulmonary fibrosis (IPF), has created an urgent need for reliable biomarkers to predict disease progression and treatment response. Some patients experience stable disease trajectories, while others deteriorate rapidly, making treatment decisions challenging. High-resolution chest CT has become crucial for diagnosis, but visual assessments by radiologists suffer from low reproducibility and high interobserver variability. To address these issues, computer-based image analysis, called quantitative CT, has emerged. However, many quantitative CT methods rely on human input for training, therefore potentially incorporating human error into computer training. Rapid advances in artificial intelligence, specifically deep learning, aim to overcome this limitation by enabling autonomous quantitative analysis. While promising, deep learning also presents challenges including the need to minimize algorithm biases, ensuring explainability, and addressing accessibility and ethical concerns. This review explores the development and application of deep learning in improving the imaging process for fibrotic lung disease.
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Affiliation(s)
| | - Federico N Felder
- National Heart and Lung Institute, Imperial College, London, SW3 6LY, United Kingdom
| | - Simon L F Walsh
- National Heart and Lung Institute, Imperial College, London, SW3 6LY, United Kingdom
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23
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Adegunsoye A, Kropski JA, Behr J, Blackwell TS, Corte TJ, Cottin V, Glanville AR, Glassberg MK, Griese M, Hunninghake GM, Johannson KA, Keane MP, Kim JS, Kolb M, Maher TM, Oldham JM, Podolanczuk AJ, Rosas IO, Martinez FJ, Noth I, Schwartz DA. Genetics and Genomics of Pulmonary Fibrosis: Charting the Molecular Landscape and Shaping Precision Medicine. Am J Respir Crit Care Med 2024; 210:401-423. [PMID: 38573068 PMCID: PMC11351799 DOI: 10.1164/rccm.202401-0238so] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 04/04/2024] [Indexed: 04/05/2024] Open
Abstract
Recent genetic and genomic advancements have elucidated the complex etiology of idiopathic pulmonary fibrosis (IPF) and other progressive fibrotic interstitial lung diseases (ILDs), emphasizing the contribution of heritable factors. This state-of-the-art review synthesizes evidence on significant genetic contributors to pulmonary fibrosis (PF), including rare genetic variants and common SNPs. The MUC5B promoter variant is unusual, a common SNP that markedly elevates the risk of early and established PF. We address the utility of genetic variation in enhancing understanding of disease pathogenesis and clinical phenotypes, improving disease definitions, and informing prognosis and treatment response. Critical research gaps are highlighted, particularly the underrepresentation of non-European ancestries in PF genetic studies and the exploration of PF phenotypes beyond usual interstitial pneumonia/IPF. We discuss the role of telomere length, often critically short in PF, and its link to progression and mortality, underscoring the genetic complexity involving telomere biology genes (TERT, TERC) and others like SFTPC and MUC5B. In addition, we address the potential of gene-by-environment interactions to modulate disease manifestation, advocating for precision medicine in PF. Insights from gene expression profiling studies and multiomic analyses highlight the promise for understanding disease pathogenesis and offer new approaches to clinical care, therapeutic drug development, and biomarker discovery. Finally, we discuss the ethical, legal, and social implications of genomic research and therapies in PF, stressing the need for sound practices and informed clinical genetic discussions. Looking forward, we advocate for comprehensive genetic testing panels and polygenic risk scores to improve the management of PF and related ILDs across diverse populations.
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Affiliation(s)
- Ayodeji Adegunsoye
- Pulmonary/Critical Care, and
- Committee on Clinical Pharmacology and Pharmacogenomics, University of Chicago, Chicago, Illinois
| | - Jonathan A. Kropski
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
| | - Juergen Behr
- Department of Medicine V, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
- Comprehensive Pneumology Center Munich, member of the German Center for Lung Research (DZL), Munich, Germany
| | - Timothy S. Blackwell
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
| | - Tamera J. Corte
- Centre of Research Excellence in Pulmonary Fibrosis, Camperdown, New South Wales, Australia
- Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
- University of Sydney, Sydney, New South Wales, Australia
| | - Vincent Cottin
- National Reference Center for Rare Pulmonary Diseases (OrphaLung), Louis Pradel Hospital, Hospices Civils de Lyon, ERN-LUNG (European Reference Network on Rare Respiratory Diseases), Lyon, France
- Claude Bernard University Lyon, Lyon, France
| | - Allan R. Glanville
- Lung Transplant Unit, St. Vincent’s Hospital Sydney, Sydney, New South Wales, Australia
| | - Marilyn K. Glassberg
- Department of Medicine, Loyola Chicago Stritch School of Medicine, Chicago, Illinois
| | - Matthias Griese
- Department of Pediatric Pneumology, Dr. von Hauner Children’s Hospital, Ludwig-Maximilians-University, German Center for Lung Research, Munich, Germany
| | - Gary M. Hunninghake
- Harvard Medical School, Boston, Massachusetts
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Michael P. Keane
- Department of Respiratory Medicine, St. Vincent’s University Hospital and School of Medicine, University College Dublin, Dublin, Ireland
| | - John S. Kim
- Department of Medicine, School of Medicine, and
| | - Martin Kolb
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Toby M. Maher
- Department of Medicine, Keck School of Medicine of University of Southern California, Los Angeles, California
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Justin M. Oldham
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, Michigan
| | | | | | - Fernando J. Martinez
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York; and
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, Virginia
| | - David A. Schwartz
- Department of Medicine, School of Medicine, University of Colorado, Aurora, Colorado
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24
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Hata A, Yanagawa M, Miyata T, Hiraoka Y, Shirae M, Ninomiya K, Doi S, Yamagata K, Yoshida Y, Kikuchi N, Ogawa R, Hatabu H, Tomiyama N. Association between interstitial lung abnormality and mortality in patients with esophageal cancer. Jpn J Radiol 2024; 42:841-851. [PMID: 38658500 PMCID: PMC11286667 DOI: 10.1007/s11604-024-01563-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 03/18/2024] [Indexed: 04/26/2024]
Abstract
PURPOSE To investigate the relationship between interstitial lung abnormalities (ILAs) and mortality in patients with esophageal cancer and the cause of mortality. MATERIALS AND METHODS This retrospective study investigated patients with esophageal cancer from January 2011 to December 2015. ILAs were visually scored on baseline CT using a 3-point scale (0 = non-ILA, 1 = indeterminate for ILA, and 2 = ILA). ILAs were classified into subcategories of non-subpleural, subpleural non-fibrotic, and subpleural fibrotic. Five-year overall survival (OS) was compared between patients with and without ILAs using the multivariable Cox proportional hazards model. Subgroup analyses were performed based on cancer stage and ILA subcategories. The prevalences of treatment complications and death due to esophageal cancer and pneumonia/respiratory failure were analyzed using Fisher's exact test. RESULTS A total of 478 patients with esophageal cancer (age, 66.8 years ± 8.6 [standard deviation]; 64 women) were evaluated in this study. Among them, 267 patients showed no ILAs, 125 patients were indeterminate for ILAs, and 86 patients showed ILAs. ILAs were a significant factor for shorter OS (hazard ratio [HR] = 1.68, 95% confidence interval [CI] 1.10-2.55, P = 0.016) in the multivariable Cox proportional hazards model adjusting for age, sex, smoking history, clinical stage, and histology. On subgroup analysis using patients with clinical stage IVB, the presence of ILAs was a significant factor (HR = 3.78, 95% CI 1.67-8.54, P = 0.001). Subpleural fibrotic ILAs were significantly associated with shorter OS (HR = 2.22, 95% CI 1.25-3.93, P = 0.006). There was no significant difference in treatment complications. Patients with ILAs showed a higher prevalence of death due to pneumonia/respiratory failure than those without ILAs (non-ILA, 2/95 [2%]; ILA, 5/39 [13%]; P = 0.022). The prevalence of death due to esophageal cancer was similar in patients with and without ILA (non-ILA, 82/95 [86%]; ILA 32/39 [82%]; P = 0.596). CONCLUSION ILAs were significantly associated with shorter survival in patients with esophageal cancer.
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Affiliation(s)
- Akinori Hata
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan.
| | - Masahiro Yanagawa
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Tomo Miyata
- Department of Radiology, Sakai City Medical Center, 1-1-1 Ebaraji-cho, Nishi-ku, Sakai, Osaka, 5938304, Japan
| | - Yu Hiraoka
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Motohiro Shirae
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Keisuke Ninomiya
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Shuhei Doi
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Kazuki Yamagata
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Yuriko Yoshida
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Noriko Kikuchi
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Ryo Ogawa
- Future Diagnostic Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
| | - Hiroto Hatabu
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA, 02115, USA
| | - Noriyuki Tomiyama
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan
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25
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Wada N, Hunninghake GM, Hatabu H. Interstitial Lung Abnormalities: Current Understanding. Clin Chest Med 2024; 45:433-444. [PMID: 38816098 DOI: 10.1016/j.ccm.2024.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2024]
Abstract
Interstitial lung abnormalities (ILAs) are incidental findings on computed tomography scans, characterized by nondependent abnormalities affecting more than 5% of any lung zone. They are associated with factors such as age, smoking, genetic variants, worsened clinical outcomes, and increased mortality. Risk stratification based on clinical and radiological features of ILAs is crucial in clinical practice, particularly for identifying cases at high risk of progression to pulmonary fibrosis. Traction bronchiectasis/bronchiolectasis index has emerged as a promising imaging biomarker for prognostic risk stratification in ILAs. These findings suggest a spectrum of fibrosing interstitial lung diseases, encompassing from ILAs to pulmonary fibrosis.
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Affiliation(s)
- Noriaki Wada
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Gary M Hunninghake
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA; Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Hiroto Hatabu
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA.
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26
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Little BP. Quantitative Interstitial Abnormality Progression: Association with Acute Respiratory Events and Implications for Clinical Practice. Radiology 2024; 311:e240791. [PMID: 38687214 DOI: 10.1148/radiol.240791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Affiliation(s)
- Brent P Little
- From the Department of Radiology, Division of Cardiothoracic Imaging, Mayo Clinic Florida, 4500 San Pablo Rd, Jacksonville, FL 32224
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27
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Jin GY. Interstitial Lung Abnormality in Asian Population. Tuberc Respir Dis (Seoul) 2024; 87:134-144. [PMID: 38111097 PMCID: PMC10990607 DOI: 10.4046/trd.2023.0117] [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: 08/10/2023] [Revised: 11/05/2023] [Accepted: 12/17/2023] [Indexed: 12/20/2023] Open
Abstract
Interstitial lung abnormalities (ILAs) are radiologic abnormalities found incidentally on chest computed tomography (CT) that can be show a wide range of diseases, from subclinical lung fibrosis to early pulmonary fibrosis including definitive usual interstitial pneumonia. To clear up confusion about ILA, the Fleischner society published a position paper on the definition, clinical symptoms, increased mortality, radiologic progression, and management of ILAs based on several Western cohorts and articles. Recently, studies on long-term outcome, risk factors, and quantification of ILA to address the confusion have been published in Asia. The incidence of ILA was 7% to 10% for Westerners, while the prevalence of ILA was about 4% for Asians. ILA is closely related to various respiratory symptoms or increased rate of treatment-related complication in lung cancer. There is little difference between Westerners and Asians regarding the clinical importance of ILA. Although the role of quantitative CT as a screening tool for ILA requires further validation and standardized imaging protocols, using a threshold of 5% in at least one zone demonstrated 67.6% sensitivity, 93.3% specificity, and 90.5% accuracy, and a 1.8% area threshold showed 100% sensitivity and 99% specificity in South Korea. Based on the position paper released by the Fleischner society, I would like to report how much ILA occurs in the Asian population, what the prognosis is, and review what management strategies should be pursued in the future.
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Affiliation(s)
- Gong Yong Jin
- Department of Radiology, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University and Medical School, Jeonju, Republic of Korea
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28
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Brixey AG, Oh AS, Alsamarraie A, Chung JH. Pictorial Review of Fibrotic Interstitial Lung Disease on High-Resolution CT Scan and Updated Classification. Chest 2024; 165:908-923. [PMID: 38056824 DOI: 10.1016/j.chest.2023.11.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 11/20/2023] [Accepted: 11/23/2023] [Indexed: 12/08/2023] Open
Abstract
TOPIC IMPORTANCE Given the recently expanded approval of antifibrotics for various fibrotic interstitial lung diseases (ILDs), early and correct recognition of these diseases is imperative for physicians. Because high-resolution chest CT scan forms the backbone of diagnosis for ILD, this review will discuss evidence-based imaging findings of key fibrotic ILDs and an approach for differentiating these diseases. REVIEW FINDINGS (1) Imaging findings of nonspecific interstitial pneumonia may evolve over time and become indistinguishable from usual interstitial pneumonia. Therefore, if remote imaging can be reviewed, this would increase the likelihood of an accurate imaging diagnosis, particularly if findings appear to represent a usual interstitial pneumonia pattern on the recent examination. (2) Given the difficulty and lack of objectivity in classifying patients with hypersensitivity pneumonitis into acute, subacute, and chronic categories and that prognosis depends primarily on presence or absence of fibrosis, the new set of guidelines released in 2020 categorizes patients with hypersensitivity pneumonitis as either nonfibrotic (purely inflammatory) or fibrotic (either purely fibrotic or mixed fibrotic/inflammatory) based on imaging and/or histologic findings, and the prior temporal terms are no longer used. (3) Interstitial lung abnormalities are incidental CT scan findings that may suggest early ILD in patients without clinical suspicion for ILD. Patients with high-risk features should undergo clinical evaluation for ILD and be actively monitored for disease progression. SUMMARY Fibrotic ILD on high-resolution chest CT scan is a complex topic, but with use of an evidence-based analysis and algorithm as provided in this article, the probability of a correct imaging diagnosis increases.
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Affiliation(s)
- Anupama Gupta Brixey
- Portland VA Health Care System, Department of Diagnostic Radiology, Section of Cardiothoracic Imaging, Oregon Health & Science University, Portland, OR.
| | - Andrea S Oh
- Department of Diagnostic Radiology, University of California, Los Angeles, Los Angeles, CA
| | - Aseel Alsamarraie
- Department of Internal Medicine, Washington State University, Providence Medical Center, Everett, WA
| | - Jonathan H Chung
- Department of Diagnostic Radiology, The University of California, San Diego, San Diego, CA
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29
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Ash S, Doyle TJ, Choi B, San Jose Estepar R, Castro V, Enzer N, Kalhan R, Liu G, Bowler R, Wilson DO, San Jose Estepar R, Rosas IO, Washko GR. Utility of peripheral protein biomarkers for the prediction of incident interstitial features: a multicentre retrospective cohort study. BMJ Open Respir Res 2024; 11:e002219. [PMID: 38485250 PMCID: PMC10941119 DOI: 10.1136/bmjresp-2023-002219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 02/28/2024] [Indexed: 03/17/2024] Open
Abstract
INTRODUCTION/RATIONALE Protein biomarkers may help enable the prediction of incident interstitial features on chest CT. METHODS We identified which protein biomarkers in a cohort of smokers (COPDGene) differed between those with and without objectively measured interstitial features at baseline using a univariate screen (t-test false discovery rate, FDR p<0.001), and which of those were associated with interstitial features longitudinally (multivariable mixed effects model FDR p<0.05). To predict incident interstitial features, we trained four random forest classifiers in a two-thirds random subset of COPDGene: (1) imaging and demographic information, (2) univariate screen biomarkers, (3) multivariable confirmation biomarkers and (4) multivariable confirmation biomarkers available in a separate testing cohort (Pittsburgh Lung Screening Study (PLuSS)). We evaluated classifier performance in the remaining one-third of COPDGene, and, for the final model, also in PLuSS. RESULTS In COPDGene, 1305 biomarkers were available and 20 differed between those with and without interstitial features at baseline. Of these, 11 were associated with feature progression over a mean of 5.5 years of follow-up, and of these 4 were available in PLuSS, (angiopoietin-2, matrix metalloproteinase 7, macrophage inflammatory protein 1 alpha) over a mean of 8.8 years of follow-up. The area under the curve (AUC) of classifiers using demographics and imaging features in COPDGene and PLuSS were 0.69 and 0.59, respectively. In COPDGene, the AUC of the univariate screen classifier was 0.78 and of the multivariable confirmation classifier was 0.76. The AUC of the final classifier in COPDGene was 0.75 and in PLuSS was 0.76. The outcome for all of the models was the development of incident interstitial features. CONCLUSIONS Multiple novel and previously identified proteomic biomarkers are associated with interstitial features on chest CT and may enable the prediction of incident interstitial diseases such as idiopathic pulmonary fibrosis.
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Affiliation(s)
- Samuel Ash
- Department of Critical Care Medicine, South Shore Hospital, South Weymouth, Massachusetts, USA
- Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Tracy J Doyle
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bina Choi
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Victor Castro
- Boston University School of Medicine, Boston, Massachusetts, USA
| | - Nicholas Enzer
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Ravi Kalhan
- Division of Pulmonary/Critical Care, Northwestern University, Chicago, Illinois, USA
| | - Gabrielle Liu
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | | | - David O Wilson
- Medicine, Pulmonary Division, University of Pittsburgh, pittsburgh, Pennsylvania, USA
| | - Raul San Jose Estepar
- Applied Chest Imaging Laboratory, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Ivan O Rosas
- Department of Medicine: Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - George R Washko
- Pulmonary and Critical Care Medicine, Brigham and Women's Hospital/Harvard Medical School, Boston, Massachusetts, USA
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Xiao Y, Vazquez-Padron RI, Martinez L, Singer HA, Woltmann D, Salman LH. Role of platelet factor 4 in arteriovenous fistula maturation failure: What do we know so far? J Vasc Access 2024; 25:390-406. [PMID: 35751379 PMCID: PMC9974241 DOI: 10.1177/11297298221085458] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The rate of arteriovenous fistula (AVF) maturation failure remains unacceptably high despite continuous efforts on technique improvement and careful pre-surgery planning. In fact, half of all newly created AVFs are unable to be used for hemodialysis (HD) without a salvage procedure. While vascular stenosis in the venous limb of the access is the culprit, the underlying factors leading to vascular narrowing and AVF maturation failure are yet to be determined. We have recently demonstrated that AVF non-maturation is associated with post-operative medial fibrosis and fibrotic stenosis, and post-operative intimal hyperplasia (IH) exacerbates the situation. Multiple pathological processes and signaling pathways are underlying the stenotic remodeling of the AVF. Our group has recently indicated that a pro-inflammatory cytokine platelet factor 4 (PF4/CXCL4) is upregulated in veins that fail to mature after AVF creation. Platelet factor 4 is a fibrosis marker and can be detected in vascular stenosis tissue, suggesting that it may contribute to AVF maturation failure through stimulation of fibrosis and development of fibrotic stenosis. Here, we present an overview of the how PF4-mediated fibrosis determines AVF maturation failure.
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Affiliation(s)
- Yuxuan Xiao
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY, USA
| | - Roberto I Vazquez-Padron
- DeWitt Daughtry Family Department of Surgery, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Laisel Martinez
- DeWitt Daughtry Family Department of Surgery, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Harold A Singer
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY, USA
| | - Daniel Woltmann
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY, USA
| | - Loay H Salman
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY, USA
- Division of Nephrology and Hypertension, Albany Medical College, Albany, NY, USA
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31
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Montesi SB, Gomez CR, Beers M, Brown R, Chattopadhyay I, Flaherty KR, Garcia CK, Gomperts B, Hariri LP, Hogaboam CM, Jenkins RG, Kaminski N, Kim GHJ, Königshoff M, Kolb M, Kotton DN, Kropski JA, Lasky J, Magin CM, Maher TM, McCormick M, Moore BB, Nickerson-Nutter C, Oldham J, Podolanczuk AJ, Raghu G, Rosas I, Rowe SM, Schmidt WT, Schwartz D, Shore JE, Spino C, Craig JM, Martinez FJ. Pulmonary Fibrosis Stakeholder Summit: A Joint NHLBI, Three Lakes Foundation, and Pulmonary Fibrosis Foundation Workshop Report. Am J Respir Crit Care Med 2024; 209:362-373. [PMID: 38113442 PMCID: PMC10878386 DOI: 10.1164/rccm.202307-1154ws] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 12/19/2023] [Indexed: 12/21/2023] Open
Abstract
Despite progress in elucidation of disease mechanisms, identification of risk factors, biomarker discovery, and the approval of two medications to slow lung function decline in idiopathic pulmonary fibrosis and one medication to slow lung function decline in progressive pulmonary fibrosis, pulmonary fibrosis remains a disease with a high morbidity and mortality. In recognition of the need to catalyze ongoing advances and collaboration in the field of pulmonary fibrosis, the NHLBI, the Three Lakes Foundation, and the Pulmonary Fibrosis Foundation hosted the Pulmonary Fibrosis Stakeholder Summit on November 8-9, 2022. This workshop was held virtually and was organized into three topic areas: 1) novel models and research tools to better study pulmonary fibrosis and uncover new therapies, 2) early disease risk factors and methods to improve diagnosis, and 3) innovative approaches toward clinical trial design for pulmonary fibrosis. In this workshop report, we summarize the content of the presentations and discussions, enumerating research opportunities for advancing our understanding of the pathogenesis, treatment, and outcomes of pulmonary fibrosis.
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Affiliation(s)
| | - Christian R. Gomez
- Division of Lung Diseases, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Michael Beers
- Pulmonary and Critical Care Division, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robert Brown
- Program in Neurotherapeutics, University of Massachusetts Chan Medical School, Worchester, Massachusetts
| | | | | | - Christine Kim Garcia
- Division of Pulmonary, Allergy, and Critical Care Medicine, Columbia University Irving Medical Center, New York, New York
| | | | - Lida P. Hariri
- Division of Pulmonary and Critical Care Medicine and
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Cory M. Hogaboam
- Women’s Guild Lung Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - R. Gisli Jenkins
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Naftali Kaminski
- Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Grace Hyun J. Kim
- Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, David Geffen School of Medicine, and
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California
| | - Melanie Königshoff
- Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Martin Kolb
- Division of Respirology, McMaster University, Hamilton, Ontario, Canada
| | - Darrell N. Kotton
- Center for Regenerative Medicine, Boston University and Boston Medical Center, Boston, Massachusetts
| | - Jonathan A. Kropski
- Division of Allergy, Pulmonary and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Joseph Lasky
- Pulmonary Fibrosis Foundation, Chicago, Illinois
- Department of Medicine, Tulane University, New Orleans, Louisiana
| | - Chelsea M. Magin
- Department of Bioengineering
- Department of Pediatrics
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, and
| | - Toby M. Maher
- Keck School of Medicine, University of Southern California, Los Angeles, California
| | | | | | | | | | - Anna J. Podolanczuk
- Division of Pulmonary and Critical Care, Weill Cornell Medical College, New York, New York
| | - Ganesh Raghu
- Division of Pulmonary, Sleep and Critical Care Medicine, University of Washington, Seattle, Washington
| | - Ivan Rosas
- Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, Texas; and
| | - Steven M. Rowe
- Department of Medicine and
- Gregory Fleming James Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - David Schwartz
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | | | - Cathie Spino
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - J. Matthew Craig
- Division of Lung Diseases, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Fernando J. Martinez
- Division of Pulmonary and Critical Care, Weill Cornell Medical College, New York, New York
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Oh JH, Kim GHJ, Song JW. Interstitial lung abnormality evaluated by an automated quantification system: prevalence and progression rate. Respir Res 2024; 25:78. [PMID: 38321467 PMCID: PMC10848490 DOI: 10.1186/s12931-024-02715-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/29/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND Despite the importance of recognizing interstitial lung abnormalities, screening methods using computer-based quantitative analysis are not well developed, and studies on the subject with an Asian population are rare. We aimed to identify the prevalence and progression rate of interstitial lung abnormality evaluated by an automated quantification system in the Korean population. METHODS A total of 2,890 healthy participants in a health screening program (mean age: 49 years, men: 79.5%) with serial chest computed tomography images obtained at least 5 years apart were included. Quantitative lung fibrosis scores were measured on the chest images by an automated quantification system. Interstitial lung abnormalities were defined as a score ≥ 3, and progression as any score increased above baseline. RESULTS Interstitial lung abnormalities were identified in 251 participants (8.6%), who were older and had a higher body mass index. The prevalence increased with age. Quantification of the follow-up images (median interval: 6.5 years) showed that 23.5% (59/251) of participants initially diagnosed with interstitial lung abnormality exhibited progression, and 11% had developed abnormalities (290/2639). Older age, higher body mass index, and higher erythrocyte sedimentation rate were independent risk factors for progression or development. The interstitial lung abnormality group had worse survival on follow-up (5-year mortality: 3.4% vs. 1.5%; P = 0.010). CONCLUSIONS Interstitial lung abnormality could be identified in one-tenth of the participants, and a quarter of them showed progression. Older age, higher body mass index and higher erythrocyte sedimentation rate increased the risk of development or progression of interstitial lung abnormality.
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Affiliation(s)
- Ju Hyun Oh
- Department of Pulmonology and Critical Care Medicine, Sanggye Paik Hospital, Inje University College of Medicine, Seoul, Republic of Korea
| | - Grace Hyun J Kim
- Department of Radiological Sciences, David Geffen School of Medicine at UCLA, Los Angeles, USA
| | - Jin Woo Song
- Department of Pulmonology and Critical Care Medicine, Asan Medical Centre, University of Ulsan College of Medicine, 88, Olympic-Ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea.
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Lee KS, Han J, Wada N, Hata A, Lee HY, Yi C, Hino T, Doyle TJ, Franquet T, Hatabu H. Imaging of Pulmonary Fibrosis: An Update, From the AJR Special Series on Imaging of Fibrosis. AJR Am J Roentgenol 2024; 222:e2329119. [PMID: 37095673 DOI: 10.2214/ajr.23.29119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
Abstract
Pulmonary fibrosis is recognized as occurring in association with a wide and increasing array of conditions, and it presents with a spectrum of chest CT appearances. Idiopathic pulmonary fibrosis (IPF), which corresponds histologically with usual interstitial pneumonia and represents the most common idiopathic interstitial pneumonia, is a chronic progressive fibrotic interstitial lung disease (ILD) of unknown cause. Progressive pulmonary fibrosis (PPF) describes the radiologic development of pulmonary fibrosis in patients with ILD of a known or unknown cause other than IPF. The recognition of PPF impacts management of patients with ILD-for example, in guiding initiation of antifibrotic therapy. Interstitial lung abnormalities are an incidental CT finding in patients without suspected ILD and may represent an early intervenable form of pulmonary fibrosis. Traction bronchiectasis and/or bronchiolectasis, when detected in the setting of chronic fibrosis, is generally considered evidence of irreversible disease, and progression predicts worsening mortality risk. Awareness of the association between pulmonary fibrosis and connective tissue diseases, particularly rheumatoid arthritis, is increasing. This review provides an update on the imaging of pulmonary fibrosis, with attention given to recent advances in disease understanding with relevance to radiologic practice. The essential role of a multidisciplinary approach to clinical and radiologic data is highlighted.
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Affiliation(s)
- Kyung Soo Lee
- Department of Radiology, Samsung ChangWon Hospital, Sungkyunkwan University School of Medicine, ChangWon, Republic of Korea
| | - Joungho Han
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Noriaki Wada
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St, Boston, MA 02115
| | - Akinori Hata
- Department of Radiology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Ho Yun Lee
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - ChinA Yi
- Department of Radiology, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Takuya Hino
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tracy J Doyle
- Pulmonary and Critical Care Division, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Tomas Franquet
- Department of Diagnostic Radiology, Hospital de Sant Pau, Universidad Autónoma de Barcelona, Barcelona, Spain
| | - Hiroto Hatabu
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St, Boston, MA 02115
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34
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Walsh SLF, De Backer J, Prosch H, Langs G, Calandriello L, Cottin V, Brown KK, Inoue Y, Tzilas V, Estes E. Towards the adoption of quantitative computed tomography in the management of interstitial lung disease. Eur Respir Rev 2024; 33:230055. [PMID: 38537949 PMCID: PMC10966471 DOI: 10.1183/16000617.0055-2023] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 01/31/2024] [Indexed: 03/29/2025] Open
Abstract
The shortcomings of qualitative visual assessment have led to the development of computer-based tools to characterise and quantify disease on high-resolution computed tomography (HRCT) in patients with interstitial lung diseases (ILDs). Quantitative CT (QCT) software enables quantification of patterns on HRCT with results that are objective, reproducible, sensitive to change and predictive of disease progression. Applications developed to provide a diagnosis or pattern classification are mainly based on artificial intelligence. Deep learning, which identifies patterns in high-dimensional data and maps them to segmentations or outcomes, can be used to identify the imaging patterns that most accurately predict disease progression. Optimisation of QCT software will require the implementation of protocol standards to generate data of sufficient quality for use in computerised applications and the identification of diagnostic, imaging and physiological features that are robustly associated with mortality for use as anchors in the development of algorithms. Consortia such as the Open Source Imaging Consortium have a key role to play in the collation of imaging and clinical data that can be used to identify digital imaging biomarkers that inform diagnosis, prognosis and response to therapy.
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Affiliation(s)
- Simon L F Walsh
- National Heart and Lung Institute, Imperial College, London, UK
| | | | | | - Georg Langs
- Medical University of Vienna, Vienna, Austria
- contextflow GmbH, Vienna, Austria
| | | | - Vincent Cottin
- National Reference Center for Rare Pulmonary Diseases, Louis Pradel Hospital, Hospices Civils de Lyon, Claude Bernard University Lyon 1, UMR 754, Lyon, France
| | - Kevin K Brown
- Department of Medicine, National Jewish Health, Denver, CO, USA
| | - Yoshikazu Inoue
- Clinical Research Center, National Hospital Organization Kinki-Chuo Chest Medical Center, Sakai City, Japan
| | - Vasilios Tzilas
- 5th Respiratory Department, Chest Diseases Hospital Sotiria, Athens, Greece
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Mahalanobish S, Ghosh S, Sil PC. Genetic Underpinnings of Pulmonary Fibrosis: An Overview. Cardiovasc Hematol Agents Med Chem 2024; 22:367-374. [PMID: 38284708 DOI: 10.2174/0118715257261006231207113809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 09/10/2023] [Accepted: 09/26/2023] [Indexed: 01/30/2024]
Abstract
INTRODUCTION Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive disorder, in which genetic and environmental factors are involved in disease onset. Although, by definition, the disease is considered idiopathic in nature, evidence-based studies have indicated familial cases of pulmonary fibrosis, in which genetic factors contribute to IPF pathogenesis. METHODS Both common as well as rare genetic variants are associated with sporadic as well as familial forms of IPF. Although clinical inferences of the genetic association have still not been explored properly, observation-based studies have found a genotypic influence on disease development and outcome. RESULTS Based on genetic studies, individuals with a risk of IPF can be easily identified and can be classified more precisely. Identification of genetic variants also helps to develop more effective therapeutic approaches. CONCLUSION Further comprehensive research is needed to get a blueprint of IPF pathogenesis. The rapidly evolving field of genetic engineering and molecular biology, along with the bioinformatics approach, will possibly explore a new horizon very soon to achieve this goal.
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Affiliation(s)
- Sushweta Mahalanobish
- Division of Molecular Medicine, Bose Institute, P-1/12, CIT Scheme VII M, Kolkata, 700054, India
| | - Sumit Ghosh
- Division of Molecular Medicine, Bose Institute, P-1/12, CIT Scheme VII M, Kolkata, 700054, India
| | - Parames C Sil
- Division of Molecular Medicine, Bose Institute, P-1/12, CIT Scheme VII M, Kolkata, 700054, India
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Dhooria S, Bal A, Sharma R, Prabhakar N, Arora S, Sehgal IS, Kashyap D, Garg M, Bhalla A, Aggarwal AN, Agarwal R. Association of MUC5B promoter polymorphism with interstitial lung changes after COVID-19: A preliminary observation. Indian J Med Res 2024; 159:109-113. [PMID: 38344913 PMCID: PMC10954098 DOI: 10.4103/ijmr.ijmr_137_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Indexed: 03/06/2024] Open
Affiliation(s)
- Sahajal Dhooria
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Amanjit Bal
- Department of Histopathology, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Riya Sharma
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Nidhi Prabhakar
- Department of Radiodiagnosis & Imaging, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Siddhant Arora
- Department of Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Inderpaul Singh Sehgal
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Dharambir Kashyap
- Department of Histopathology, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Mandeep Garg
- Department of Radiodiagnosis & Imaging, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Ashish Bhalla
- Department of Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Ashutosh Nath Aggarwal
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Ritesh Agarwal
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education & Research, Chandigarh, India
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Park S, Choe J. Reply to Tomassetti et al.. Am J Respir Crit Care Med 2023; 208:1342-1343. [PMID: 37856843 PMCID: PMC10765389 DOI: 10.1164/rccm.202310-1775le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 10/19/2023] [Indexed: 10/21/2023] Open
Affiliation(s)
- Sohee Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jooae Choe
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Liu S, Ye X. Assessment and Management of Cough in Idiopathic Pulmonary Fibrosis: A Narrative Review. Lung 2023; 201:531-544. [PMID: 37934241 DOI: 10.1007/s00408-023-00653-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 10/20/2023] [Indexed: 11/08/2023]
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive, and fatal disease with an unknown cause. It is characterized by symptoms such as cough and breathlessness, which significantly impact patients' quality of life. Cough, in particular, has emerged as a burdensome symptom for individuals with IPF. The etiology of cough in IPF patients is believed to be complex, involving factors related to the disease itself, such as increased sensitivity of cough nerves, lung structural changes, inflammation, and genetic factors, as well as comorbidities and medication effects. Unfortunately, effective treatment options for cough in IPF remain limited, often relying on empirical approaches based on studies involving chronic cough patients in general and the personal experience of physicians. Medications such as opioids and neuromodulators are commonly prescribed but have shown suboptimal efficacy, imposing significant physical, psychological, and economic burdens on patients. However, there is hope on the horizon, as specific purinergic P2 receptor ligand-gated ion channel (P2X3) inhibitors have demonstrated promising antitussive effects in ongoing clinical trials. This review aims to provide a comprehensive overview of the evaluation and management of cough in IPF patients, as well as highlight emerging pharmacological and non-pharmacological approaches that target the cough reflex and are currently being investigated in clinical settings.
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Affiliation(s)
- Shangxiang Liu
- Department of Intensive Care Medicine, Nanjing Jiangbei Hospital, Nanjing, China
| | - Xu Ye
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, No. 321 Zhongshan Road, Nanjing, China.
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Kim JS, Montesi SB, Adegunsoye A, Humphries SM, Salisbury ML, Hariri LP, Kropski JA, Richeldi L, Wells AU, Walsh S, Jenkins RG, Rosas I, Noth I, Hunninghake GM, Martinez FJ, Podolanczuk AJ. Approach to Clinical Trials for the Prevention of Pulmonary Fibrosis. Ann Am Thorac Soc 2023; 20:1683-1693. [PMID: 37703509 PMCID: PMC10704236 DOI: 10.1513/annalsats.202303-188ps] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 09/13/2023] [Indexed: 09/15/2023] Open
Affiliation(s)
- John S. Kim
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia, Charlottesville, Virginia
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | | | - Ayodeji Adegunsoye
- Department of Medicine, The University of Chicago Medicine, Chicago, Illinois
| | | | - Margaret L. Salisbury
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Lida P. Hariri
- Division of Pulmonary and Critical Care Medicine, and
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jonathan A. Kropski
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Luca Richeldi
- Fondazione Policlinico Universitario Agostino Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Athol U. Wells
- Department of Radiology, and
- Interstitial Lung Disease Service, Royal Brompton Hospital, London, United Kingdom
| | - Simon Walsh
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - R. Gisli Jenkins
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Ivan Rosas
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia, Charlottesville, Virginia
| | - Gary M. Hunninghake
- Pulmonary and Critical Care Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts; and
| | - Fernando J. Martinez
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Anna J. Podolanczuk
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
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40
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Escalon JG, Podolanczuk AJ, Aronson KI, Legasto AC, Gruden JF, Lynch DA, Rachid L, Rabkova Y, Steinberger S. Practice patterns in reporting interstitial lung abnormality at a tertiary academic medical center. Clin Imaging 2023; 104:109996. [PMID: 37862912 DOI: 10.1016/j.clinimag.2023.109996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 09/07/2023] [Accepted: 10/06/2023] [Indexed: 10/22/2023]
Abstract
PURPOSE Interstitial lung abnormality (ILA) is a common finding on chest CTs and is associated with higher all-cause mortality. The 2020 Fleischner Society position paper standardized the terminology and definition of ILA. Despite these published guidelines, the extent to which radiologists use this term is unknown. We evaluated practice patterns for identification of ILAs among radiologists at a tertiary academic medical center. METHODS In this retrospective review, we identified 157 radiology reports between January 1, 2010 through December 31, 2021 containing the phrase "interstitial lung abnormality" or "interstitial abnormality". After exclusions, 125 CT scans were reviewed by thoracic-trained radiologists using the sequential reading method. RESULTS Seventy-seven (62%) patients were found to have ILA (69% subpleural fibrotic, 19% subpleural non-fibrotic, and 6% non-subpleural), nine (7%) were equivocal for ILA and 39 (31%) had no ILA. The term ILA was used exclusively by thoracic-trained radiologists except for two cases. Use of the term ILA has rapidly increased since the position paper publication (none from 2010-2017, one case in 2018, 20 cases in 2019, 41 cases in 2020, and 73 cases in 2021), and cases were typically very mild (1-25% of the lung). CONCLUSION While there has been increased use of the term ILA among thoracic-trained radiologists, non-thoracic radiologists have essentially not begun to use the term. Almost one-third of cases labeled ILA on clinical reads were re-classified as not having ILA on research reads.
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Affiliation(s)
- Joanna G Escalon
- Department of Radiology, Weill Cornell Medical College, New York, NY, USA.
| | - Anna J Podolanczuk
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
| | - Kerri I Aronson
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
| | - Alan C Legasto
- Department of Radiology, Weill Cornell Medical College, New York, NY, USA.
| | - James F Gruden
- Department of Radiology, University of North Carolina, Chapel Hill, NC, USA.
| | - David A Lynch
- Department of Radiology, National Jewish Health, Denver, CO, USA.
| | - Leena Rachid
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Yana Rabkova
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
| | - Sharon Steinberger
- Department of Radiology, Weill Cornell Medical College, New York, NY, USA.
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Blumhagen RZ, Kurche JS, Cool CD, Walts AD, Heinz D, Fingerlin TE, Yang IV, Schwartz DA. Spatially distinct molecular patterns of gene expression in idiopathic pulmonary fibrosis. Respir Res 2023; 24:287. [PMID: 37978501 PMCID: PMC10655274 DOI: 10.1186/s12931-023-02572-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/21/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Idiopathic pulmonary fibrosis (IPF) is a heterogeneous disease that is pathologically characterized by areas of normal-appearing lung parenchyma, active fibrosis (transition zones including fibroblastic foci) and dense fibrosis. Defining transcriptional differences between these pathologically heterogeneous regions of the IPF lung is critical to understanding the distribution and extent of fibrotic lung disease and identifying potential therapeutic targets. Application of a spatial transcriptomics platform would provide more detailed spatial resolution of transcriptional signals compared to previous single cell or bulk RNA-Seq studies. METHODS We performed spatial transcriptomics using GeoMx Nanostring Digital Spatial Profiling on formalin-fixed paraffin-embedded (FFPE) tissue from 32 IPF and 12 control subjects and identified 231 regions of interest (ROIs). We compared normal-appearing lung parenchyma and airways between IPF and controls with histologically normal lung tissue, as well as histologically distinct regions within IPF (normal-appearing lung parenchyma, transition zones containing fibroblastic foci, areas of dense fibrosis, and honeycomb epithelium metaplasia). RESULTS We identified 254 differentially expressed genes (DEGs) between IPF and controls in histologically normal-appearing regions of lung parenchyma; pathway analysis identified disease processes such as EIF2 signaling (important for cap-dependent mRNA translation), epithelial adherens junction signaling, HIF1α signaling, and integrin signaling. Within IPF, we identified 173 DEGs between transition and normal-appearing lung parenchyma and 198 DEGs between dense fibrosis and normal lung parenchyma; pathways dysregulated in both transition and dense fibrotic areas include EIF2 signaling pathway activation (upstream of endoplasmic reticulum (ER) stress proteins ATF4 and CHOP) and wound healing signaling pathway deactivation. Through cell deconvolution of transcriptome data and immunofluorescence staining, we confirmed loss of alveolar parenchymal signals (AGER, SFTPB, SFTPC), gain of secretory cell markers (SCGB3A2, MUC5B) as well as dysregulation of the upstream regulator ATF4, in histologically normal-appearing tissue in IPF. CONCLUSIONS Our findings demonstrate that histologically normal-appearing regions from the IPF lung are transcriptionally distinct when compared to similar lung tissue from controls with histologically normal lung tissue, and that transition zones and areas of dense fibrosis within the IPF lung demonstrate activation of ER stress and deactivation of wound healing pathways.
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Affiliation(s)
- Rachel Z Blumhagen
- Center for Genes, Environment and Health, National Jewish Health, 1400 Jackson St, Office M222D, Denver, CO, 80206, USA.
| | - Jonathan S Kurche
- Department of Medicine, University of Colorado Anschutz Medical Campus, 13001 E. 17th Place, Aurora, CO, 80045, USA
- Medical Service, Rocky Mountain Regional Veterans Administration Medical Center, 1700 N Wheeling St, Aurora, CO, 80045, USA
| | - Carlyne D Cool
- Department of Medicine, University of Colorado Anschutz Medical Campus, 13001 E. 17th Place, Aurora, CO, 80045, USA
- Department of Medicine, National Jewish Health, 1400 Jackson St, Denver, CO, 80206, USA
| | - Avram D Walts
- Department of Medicine, University of Colorado Anschutz Medical Campus, 13001 E. 17th Place, Aurora, CO, 80045, USA
| | - David Heinz
- Pathology Laboratory, National Jewish Health, 1400 Jackson St., Denver, CO, 80206, USA
| | - Tasha E Fingerlin
- Center for Genes, Environment and Health, National Jewish Health, 1400 Jackson St, Office M222D, Denver, CO, 80206, USA
| | - Ivana V Yang
- Department of Medicine, University of Colorado Anschutz Medical Campus, 13001 E. 17th Place, Aurora, CO, 80045, USA
| | - David A Schwartz
- Department of Medicine, University of Colorado Anschutz Medical Campus, 13001 E. 17th Place, Aurora, CO, 80045, USA
- Medical Service, Rocky Mountain Regional Veterans Administration Medical Center, 1700 N Wheeling St, Aurora, CO, 80045, USA
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Ahn Y, Lee SM, Choi S, Lee JS, Choe J, Do KH, Seo JB. Automated CT quantification of interstitial lung abnormality and interstitial lung disease according to the Fleischner Society in patients with resectable lung cancer: prognostic significance. Eur Radiol 2023; 33:8251-8262. [PMID: 37266656 DOI: 10.1007/s00330-023-09783-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 04/12/2023] [Accepted: 04/15/2023] [Indexed: 06/03/2023]
Abstract
OBJECTIVE To assess the prognostic significance of automatically quantified interstitial lung abnormality (ILA) according to the definition by the Fleischner Society in patients with resectable non-small-cell lung cancer (NSCLC). METHODS Patients who underwent lobectomy or pneumonectomy for NSCLC between January 2015 and December 2019 were retrospectively included. Preoperative CT scans were analyzed using the commercially available deep-learning-based automated quantification software for ILA. According to quantified results and the definition by the Fleischner Society and multidisciplinary discussion, patients were divided into normal, ILA, and interstitial lung disease (ILD) groups. RESULTS Of the 1524 patients, 87 (5.7%) and 20 (1.3%) patients had ILA and ILD, respectively. Both ILA (HR, 1.81; 95% CI: 1.25-2.61; p = .002) and ILD (HR, 5.26; 95% CI: 2.99-9.24; p < .001) groups had poor recurrence-free survival (RFS). Overall survival (OS) decreased (HR 2.13 [95% CI: 1.27-3.58; p = .004] for the ILA group and 7.20 [95% CI: 3.80-13.62, p < .001] for the ILD group) as the disease severity increased. Both quantified fibrotic and non-fibrotic ILA components were associated with poor RFS (HR, 1.57; 95% CI: 1.12-2.21; p = .009; and HR, 1.11; 95% CI: 1.01-1.23; p = .03) and OS (HR, 1.59; 95% CI: 1.06-2.37; p = .02; and HR, 1.17; 95% CI: 1.03-1.33; and p = .01) in normal and ILA groups. CONCLUSIONS The automated CT quantification of ILA based on the definition by the Fleischner Society predicts outcomes of patients with resectable lung cancer based on the disease category and quantified fibrotic and non-fibrotic ILA components. CLINICAL RELEVANCE STATEMENT Quantitative CT assessment of ILA provides prognostic information for lung cancer patients after surgery, which can help in considering active surveillance for recurrence, especially in those with a larger extent of quantified ILA. KEY POINTS • Of the 1524 patients with resectable lung cancer, 1417 (93.0%) patients were categorized as normal, 87 (5.7%) as interstitial lung abnormality (ILA), and 20 (1.3%) as interstitial lung disease (ILD). • Both ILA and ILD groups were associated with poor recurrence-free survival (hazard ratio [HR], 1.81, p = .002; HR, 5.26, p < .001, respectively) and overall survival (HR, 2.13; p = .004; HR, 7.20; p < .001). • Both quantified fibrotic and non-fibrotic ILA components were associated with recurrence-free survival and overall survival in normal and ILA groups.
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Affiliation(s)
- Yura Ahn
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Republic of Korea
| | - Sang Min Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Republic of Korea.
| | - Sehoon Choi
- Department of Cardiothoracic Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Ji Sung Lee
- Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Jooae Choe
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Republic of Korea
| | - Kyung-Hyun Do
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Republic of Korea
| | - Joon Beom Seo
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Republic of Korea
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Hyldgaard C, Harders S, Blegvad J, Herly M, Masic D, Sofíudóttir BK, Urbonaviciene G, Andersen FD, Isaksen C, Løgstrup B, Ellingsen T. Clinical and preclinical pulmonary disease in newly diagnosed rheumatoid arthritis: a two-year follow-up study. Scand J Rheumatol 2023; 52:601-608. [PMID: 37066633 DOI: 10.1080/03009742.2023.2194105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 03/20/2023] [Indexed: 04/18/2023]
Abstract
OBJECTIVE Pulmonary disease is a major cause of excess mortality among patients with rheumatoid arthritis (RA). Interstitial lung disease (ILD) is a feared complication, but the benefit of screening is unknown. The aim of this study was to assess the frequency of pulmonary disease, including ILD, in early RA. METHOD Patients with newly diagnosed RA were recruited prospectively at a single centre and underwent systematic pulmonary function tests (PFTs) and computed tomography (CT) scans at inclusion and after two years. RESULTS The study included 150 patients (mean age 57 years, 63% female; 59% current or former smokers). Of these, 136 underwent baseline PFTs and 137 CT. Mean forced expiratory volume in one second was 99% predicted and forced vital capacity 106%. Mean diffusing capacity of the lungs for carbon monoxide (DLCO) was 84% predicted. Frequently detected CT abnormalities were pulmonary nodules (42%), bronchiectasis (29%), and emphysema (20%). Two patients had clinically significant ILD and six had mild reticulation suggestive of preclinical ILD. No ILD progression was identified at two-year follow-up. Smoking was associated with DLCO<80% (p=0.004), combined hyperinflation and diffusion impairment (residual volume>120% and DLCO<80%) (p=0.004), and visual emphysema on CT (p<0.001). CONCLUSION Emphysema and bronchiectasis were common, but most patients had mild disease with preserved lung function. Preclinical or clinical ILD was seen in a minority in this early phase of RA. These findings suggest symptom-based screening and primary intervention focusing on smoking cessation rather than screening for ILD at the time of RA diagnosis.
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Affiliation(s)
- C Hyldgaard
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
| | - S Harders
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
- Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark
| | - J Blegvad
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
| | - M Herly
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
- Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark
| | - D Masic
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
- Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark
| | - B K Sofíudóttir
- Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark
| | - G Urbonaviciene
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
| | - F D Andersen
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
| | - C Isaksen
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
| | - B Løgstrup
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - T Ellingsen
- Diagnostic Center, Silkeborg Regional Hospital, University Clinic for Innovative Patient Pathways, Aarhus University, Silkeborg, Denmark
- Rheumatology Research Unit, Odense University Hospital and University of Southern Denmark, Odense, Denmark
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Amati F, Spagnolo P, Ryerson CJ, Oldham JM, Gramegna A, Stainer A, Mantero M, Sverzellati N, Lacedonia D, Richeldi L, Blasi F, Aliberti S. Walking the path of treatable traits in interstitial lung diseases. Respir Res 2023; 24:251. [PMID: 37872563 PMCID: PMC10594881 DOI: 10.1186/s12931-023-02554-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 10/05/2023] [Indexed: 10/25/2023] Open
Abstract
Interstitial lung diseases (ILDs) are complex and heterogeneous diseases. The use of traditional diagnostic classification in ILD can lead to suboptimal management, which is worsened by not considering the molecular pathways, biological complexity, and disease phenotypes. The identification of specific "treatable traits" in ILDs, which are clinically relevant and modifiable disease characteristics, may improve patient's outcomes. Treatable traits in ILDs may be classified into four different domains (pulmonary, aetiological, comorbidities, and lifestyle), which will facilitate identification of related assessment tools, treatment options, and expected benefits. A multidisciplinary care team model is a potential way to implement a "treatable traits" strategy into clinical practice with the aim of improving patients' outcomes. Multidisciplinary models of care, international registries, and the use of artificial intelligence may facilitate the implementation of the "treatable traits" approach into clinical practice. Prospective studies are needed to test potential therapies for a variety of treatable traits to further advance care of patients with ILD.
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Affiliation(s)
- Francesco Amati
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Respiratory Unit, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Paolo Spagnolo
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padua, Italy
| | - Christopher J Ryerson
- Department of Medicine, University of British Columbia and Centre for Heart Lung Innovation, St. Paul's Hospital, Vancouver, Canada
| | - Justin M Oldham
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Andrea Gramegna
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Respiratory Unit and Cystic Fibrosis Adult Center, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Anna Stainer
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Respiratory Unit, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Marco Mantero
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Respiratory Unit and Cystic Fibrosis Adult Center, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Nicola Sverzellati
- Unit of Scienze Radiologiche, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Donato Lacedonia
- Department of Medical and Occupational Sciences, Institute of Respiratory Disease, Università degli Studi di Foggia, Foggia, Italy
| | - Luca Richeldi
- Fondazione Policlinico A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Blasi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Respiratory Unit and Cystic Fibrosis Adult Center, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Stefano Aliberti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy.
- IRCCS Humanitas Research Hospital, Respiratory Unit, Via Manzoni 56, 20089, Rozzano, Milan, Italy.
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McDermott GC, Hayashi K, Yoshida K, Moll M, Cho MH, Doyle TJ, Kinney GL, Dellaripa PF, Putman RK, San Jose Estepar R, Hata A, Hino T, Hida T, Yanagawa M, Nishino M, Washko G, Regan EA, Hatabu H, Hunninghake GM, Silverman EK, Sparks JA. Prevalence and mortality associations of interstitial lung abnormalities in rheumatoid arthritis within a multicentre prospective cohort of smokers. Rheumatology (Oxford) 2023; 62:SI286-SI295. [PMID: 37871923 PMCID: PMC10593512 DOI: 10.1093/rheumatology/kead277] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/16/2023] [Indexed: 10/25/2023] Open
Abstract
OBJECTIVE To investigate the prevalence and mortality impact of interstitial lung abnormalities (ILAs) in RA and non-RA comparators. METHODS We analysed associations between ILAs, RA, and mortality in COPDGene, a multicentre prospective cohort study of current and past smokers, excluding known interstitial lung disease (ILD) or bronchiectasis. All participants had research chest high-resolution CT (HRCT) reviewed by a sequential reading method to classify ILA as present, indeterminate or absent. RA cases were identified by self-report RA and DMARD use; non-RA comparators had neither an RA diagnosis nor used DMARDs. We examined the association and mortality risk of RA and ILA using multivariable logistic regression and Cox regression. RESULTS We identified 83 RA cases and 8725 non-RA comparators with HRCT performed for research purposes. ILA prevalence was 16.9% in RA cases and 5.0% in non-RA comparators. After adjusting for potential confounders, including genetics, current/past smoking and other lifestyle factors, ILAs were more common among those with RA compared with non-RA [odds ratio 4.76 (95% CI 2.54, 8.92)]. RA with ILAs or indeterminate for ILAs was associated with higher all-cause mortality compared with non-RA without ILAs [hazard ratio (HR) 3.16 (95% CI 2.11, 4.74)] and RA cases without ILA [HR 3.02 (95% CI 1.36, 6.75)]. CONCLUSIONS In this cohort of smokers, RA was associated with ILAs and this persisted after adjustment for current/past smoking and genetic/lifestyle risk factors. RA with ILAs in smokers had a 3-fold increased all-cause mortality, emphasizing the importance of further screening and treatment strategies for preclinical ILD in RA.
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Affiliation(s)
- Gregory C McDermott
- Division of Rheumatology, Department of Medicine, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Keigo Hayashi
- Division of Rheumatology, Department of Medicine, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
| | - Kazuki Yoshida
- Division of Rheumatology, Department of Medicine, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Matthew Moll
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Pulmonary, Allergy, Sleep and Critical Care Medicine Section, Department of Medicine, VA Boston Healthcare System, West Roxbury, MA, USA
| | - Michael H Cho
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Tracy J Doyle
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Gregory L Kinney
- Colorado School of Public Health, Department of Epidemiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Paul F Dellaripa
- Division of Rheumatology, Department of Medicine, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Rachel K Putman
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Raul San Jose Estepar
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Akinori Hata
- Department of Radiology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Takuya Hino
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomoyuki Hida
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masahiro Yanagawa
- Department of Radiology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Mizuki Nishino
- Department of Radiology, Brigham and Women’s Hospital, Boston, MA, USA
| | - George Washko
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | | | - Hiroto Hatabu
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Gary M Hunninghake
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Edwin K Silverman
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Department of Medicine, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
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Park S, Choe J, Hwang HJ, Noh HN, Jung YJ, Lee JB, Do KH, Chae EJ, Seo JB. Long-Term Follow-Up of Interstitial Lung Abnormality: Implication in Follow-Up Strategy and Risk Thresholds. Am J Respir Crit Care Med 2023; 208:858-867. [PMID: 37590877 DOI: 10.1164/rccm.202303-0410oc] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 08/17/2023] [Indexed: 08/19/2023] Open
Abstract
Rationale: The optimal follow-up computed tomography (CT) interval for detecting the progression of interstitial lung abnormality (ILA) is unknown. Objectives: To identify optimal follow-up strategies and extent thresholds on CT relevant to outcomes. Methods: This retrospective study included self-referred screening participants aged 50 years or older, including nonsmokers, who had imaging findings relevant to ILA on chest CT scans. Consecutive CT scans were evaluated to determine the dates of the initial CT showing ILA and the CT showing progression. Deep learning-based ILA quantification was performed. Cox regression was used to identify risk factors for the time to ILA progression and progression to usual interstitial pneumonia (UIP). Measurements and Main Results: Of the 305 participants with a median follow-up duration of 11.3 years (interquartile range, 8.4-14.3 yr), 239 (78.4%) had ILA on at least one CT scan. In participants with serial follow-up CT studies, ILA progression was observed in 80.5% (161 of 200), and progression to UIP was observed in 17.3% (31 of 179), with median times to progression of 3.2 years (95% confidence interval [CI], 3.0-3.4 yr) and 11.8 years (95% CI, 10.8-13.0 yr), respectively. The extent of fibrosis on CT was an independent risk factor for ILA progression (hazard ratio, 1.12 [95% CI, 1.02-1.23]) and progression to UIP (hazard ratio, 1.39 [95% CI, 1.07-1.80]). Risk groups based on honeycombing and extent of fibrosis (1% in the whole lung or 5% per lung zone) showed significant differences in 10-year overall survival (P = 0.02). Conclusions: For individuals with initially detected ILA, follow-up CT at 3-year intervals may be appropriate to monitor radiologic progression; however, those at high risk of adverse outcomes on the basis of the quantified extent of fibrotic ILA and the presence of honeycombing may benefit from shortening the interval for follow-up scans.
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Affiliation(s)
- Sohee Park
- Department of Radiology and Research Institute of Radiology
| | - Jooae Choe
- Department of Radiology and Research Institute of Radiology
| | - Hye Jeon Hwang
- Department of Radiology and Research Institute of Radiology
| | - Han Na Noh
- Health Screening and Promotion Center, and
| | | | - Jung-Bok Lee
- Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Kyung-Hyun Do
- Department of Radiology and Research Institute of Radiology
| | - Eun Jin Chae
- Department of Radiology and Research Institute of Radiology
| | - Joon Beom Seo
- Department of Radiology and Research Institute of Radiology
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Moll M, Peljto AL, Kim JS, Xu H, Debban CL, Chen X, Menon A, Putman RK, Ghosh AJ, Saferali A, Nishino M, Hatabu H, Hobbs BD, Hecker J, McDermott G, Sparks JA, Wain LV, Allen RJ, Tobin MD, Raby BA, Chun S, Silverman EK, Zamora AC, Ortega VE, Garcia CK, Barr RG, Bleecker ER, Meyers DA, Kaner RJ, Rich SS, Manichaikul A, Rotter JI, Dupuis J, O’Connor GT, Fingerlin TE, Hunninghake GM, Schwartz DA, Cho MH. A Polygenic Risk Score for Idiopathic Pulmonary Fibrosis and Interstitial Lung Abnormalities. Am J Respir Crit Care Med 2023; 208:791-801. [PMID: 37523715 PMCID: PMC10563194 DOI: 10.1164/rccm.202212-2257oc] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 07/31/2023] [Indexed: 08/02/2023] Open
Abstract
Rationale: In addition to rare genetic variants and the MUC5B locus, common genetic variants contribute to idiopathic pulmonary fibrosis (IPF) risk. The predictive power of common variants outside the MUC5B locus for IPF and interstitial lung abnormalities (ILAs) is unknown. Objectives: We tested the predictive value of IPF polygenic risk scores (PRSs) with and without the MUC5B region on IPF, ILA, and ILA progression. Methods: We developed PRSs that included (PRS-M5B) and excluded (PRS-NO-M5B) the MUC5B region (500-kb window around rs35705950-T) using an IPF genome-wide association study. We assessed PRS associations with area under the receiver operating characteristic curve (AUC) metrics for IPF, ILA, and ILA progression. Measurements and Main Results: We included 14,650 participants (1,970 IPF; 1,068 ILA) from six multi-ancestry population-based and case-control cohorts. In cases excluded from genome-wide association study, the PRS-M5B (odds ratio [OR] per SD of the score, 3.1; P = 7.1 × 10-95) and PRS-NO-M5B (OR per SD, 2.8; P = 2.5 × 10-87) were associated with IPF. Participants in the top PRS-NO-M5B quintile had ∼sevenfold odds for IPF compared with those in the first quintile. A clinical model predicted IPF (AUC, 0.61); rs35705950-T and PRS-NO-M5B demonstrated higher AUCs (0.73 and 0.7, respectively), and adding both genetic predictors to a clinical model yielded the highest performance (AUC, 0.81). The PRS-NO-M5B was associated with ILA (OR, 1.25) and ILA progression (OR, 1.16) in European ancestry participants. Conclusions: A common genetic variant risk score complements the MUC5B variant to identify individuals at high risk of interstitial lung abnormalities and pulmonary fibrosis.
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Affiliation(s)
- Matthew Moll
- Division of Pulmonary and Critical Care Medicine, and
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Anna L. Peljto
- Department of Medicine and
- Department of Immunology, Division of Pulmonary Medicine, University of Colorado, Aurora, Colorado
| | - John S. Kim
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia, Charlottesville, Virginia
| | - Hanfei Xu
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Catherine L. Debban
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Xianfeng Chen
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Phoenix, Arizona
| | - Aravind Menon
- Division of Pulmonary and Critical Care Medicine, and
| | | | - Auyon J. Ghosh
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, State University of New York Upstate Medical Center, Syracuse, New York
| | - Aabida Saferali
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Mizuki Nishino
- Center for Pulmonary Functional Imaging, Department of Radiology
| | - Hiroto Hatabu
- Center for Pulmonary Functional Imaging, Department of Radiology
| | - Brian D. Hobbs
- Division of Pulmonary and Critical Care Medicine, and
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Julian Hecker
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Gregory McDermott
- Division of Rheumatology, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Jeffrey A. Sparks
- Division of Rheumatology, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Louise V. Wain
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
- National Institute for Health Research, Leicester Respiratory Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Richard J. Allen
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
- National Institute for Health Research, Leicester Respiratory Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Martin D. Tobin
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
- National Institute for Health Research, Leicester Respiratory Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Benjamin A. Raby
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Pediatrics
- Division of Pulmonary Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sung Chun
- Division of Pulmonary Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Edwin K. Silverman
- Division of Pulmonary and Critical Care Medicine, and
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Ana C. Zamora
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Phoenix, Arizona
| | - Victor E. Ortega
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Phoenix, Arizona
| | - Christine K. Garcia
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - R. Graham Barr
- Department of Medicine and
- Division of General Medicine, Department of Epidemiology, Columbia University Medical Center, New York, New York
| | - Eugene R. Bleecker
- Division of Genetics, Genomics, and Precision Medicine, Department of Medicine, University of Arizona, Tucson, Arizona
| | - Deborah A. Meyers
- Division of Genetics, Genomics, and Precision Medicine, Department of Medicine, University of Arizona, Tucson, Arizona
| | - Robert J. Kaner
- Division of Pulmonary Medicine, Weill Cornell School of Medicine, New York, New York
| | - Stephen S. Rich
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Ani Manichaikul
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Jerome I. Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-University of California, Los Angeles Medical Center, Torrance, California
| | - Josée Dupuis
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Biostatistics and Occupational Health, School of Population and Global Health, McGill University Faculty of Medicine and Health Sciences, Montreal, Quebec, Canada
| | - George T. O’Connor
- Department of Medicine, Pulmonary Center, Boston University School of Medicine, Boston, Massachusetts; and
| | - Tasha E. Fingerlin
- The National Jewish Health Cohen Family Asthma Institute, Division of Allergy and Immunology, National Jewish Health, Denver, Colorado
| | | | - David A. Schwartz
- Department of Medicine and
- Department of Immunology, Division of Pulmonary Medicine, University of Colorado, Aurora, Colorado
| | - Michael H. Cho
- Division of Pulmonary and Critical Care Medicine, and
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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48
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Blackwell TS, Gudmundsson G. PRS-ing Forward to Identify Genetic Risk in Idiopathic Pulmonary Fibrosis. Am J Respir Crit Care Med 2023; 208:750-752. [PMID: 37607347 PMCID: PMC10563187 DOI: 10.1164/rccm.202308-1373ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 08/22/2023] [Indexed: 08/24/2023] Open
Affiliation(s)
- Timothy S Blackwell
- Department of Medicine Vanderbilt University Medical Center Nashville, Tennessee
- Department of Cell and Developmental Biology Vanderbilt University Nashville, Tennessee
- Department of Veterans Affairs Medical Center Nashville, Tennessee
| | - Gunnar Gudmundsson
- Faculty of Medicine Landspitali University Hospital and University of Iceland Reykjavik, Iceland
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49
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Balnis J, Lauria EJM, Yucel R, Singer HA, Alisch RS, Jaitovich A. Peripheral Blood Omics and Other Multiplex-based Systems in Pulmonary and Critical Care Medicine. Am J Respir Cell Mol Biol 2023; 69:383-390. [PMID: 37379507 PMCID: PMC10557924 DOI: 10.1165/rcmb.2023-0153ps] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 06/28/2023] [Indexed: 06/30/2023] Open
Abstract
Over the last years, the use of peripheral blood-derived big datasets in combination with machine learning technology has accelerated the understanding, prediction, and management of pulmonary and critical care conditions. The goal of this article is to provide readers with an introduction to the methods and applications of blood omics and other multiplex-based technologies in the pulmonary and critical care medicine setting to better appreciate the current literature in the field. To accomplish that, we provide essential concepts needed to rationalize this approach and introduce readers to the types of molecules that can be obtained from the circulating blood to generate big datasets; elaborate on the differences between bulk, sorted, and single-cell approaches; and the basic analytical pipelines required for clinical interpretation. Examples of peripheral blood-derived big datasets used in recent literature are presented, and limitations of that technology are highlighted to qualify both the current and future value of these methodologies.
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Affiliation(s)
- Joseph Balnis
- Division of Pulmonary and Critical Care Medicine and
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, New York
| | - Eitel J. M. Lauria
- School of Computer Science and Mathematics, Marist College, Poughkeepsie, New York
| | - Recai Yucel
- Department of Epidemiology and Biostatistics, Temple University, Philadelphia, Pennsylvania; and
| | - Harold A. Singer
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, New York
| | - Reid S. Alisch
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Ariel Jaitovich
- Division of Pulmonary and Critical Care Medicine and
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, New York
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50
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Vuković D, Budimir Mršić D, Jerković K, Benzon B, Tadić T. Pre-Existing Interstitial Lung Abnormalities in Patients with Head and Neck Squamous Cell Carcinoma and Their Follow Up after Therapy. Diagnostics (Basel) 2023; 13:2908. [PMID: 37761274 PMCID: PMC10529031 DOI: 10.3390/diagnostics13182908] [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: 06/27/2023] [Revised: 08/03/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Interstitial lung abnormalities (ILAs) are incidentally found nondependent parenchymal abnormalities affecting more than 5% of any lung zone and are potentially related to interstitial lung disease and worsening post-treatment outcomes in malignancies and infectious diseases. The aim of this study was to determine the prevalence and type of ILA changes in patients with head and neck squamous cell carcinoma (HNSCC) and their change in the follow-up period. This retrospective single-center study included 113 patients with newly diagnosed HNSCC who underwent lung MSCT prior to treatment. ILAs were reported in 13.3% of patients on pretreatment MSCT. Patients with ILAs were significantly older (median 75 vs. 67 years). ILAs were most prevalent in lower zones (73.3%) (p = 0.0045). The most reported ILA subtype was subpleural non-fibrotic (60%) (p = 0.0354). Reticulations were the most frequently described pattern (93.3%) (p < 0.0001). Progression of ILAs was reported in almost 30% of patients after receiving therapy. Patients with pre-existing ILAs were more likely to develop radiation-induced lung fibrosis after adjuvant radiotherapy (p = 0.0464). In conclusion, ILA's incidence, distribution and presentation were similar to previous research conducted in other special cohorts. Our research suggests a possible association of more frequent radiation pneumonitis with ILA changes in patients with HNSCC, which should be further investigated.
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Affiliation(s)
- Danica Vuković
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Šoltanska 2, 21000 Split, Croatia; (D.V.); (D.B.M.); (T.T.)
| | - Danijela Budimir Mršić
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Šoltanska 2, 21000 Split, Croatia; (D.V.); (D.B.M.); (T.T.)
- School of Medicine, University of Split, Šoltanska 2, 21000 Split, Croatia;
- University Department of Health Studies, University of Split, Ruđera Boškovića 35, 21000 Split, Croatia
| | - Kristian Jerković
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Šoltanska 2, 21000 Split, Croatia; (D.V.); (D.B.M.); (T.T.)
| | - Benjamin Benzon
- School of Medicine, University of Split, Šoltanska 2, 21000 Split, Croatia;
| | - Tade Tadić
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Šoltanska 2, 21000 Split, Croatia; (D.V.); (D.B.M.); (T.T.)
- School of Medicine, University of Split, Šoltanska 2, 21000 Split, Croatia;
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