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1.
Ther Adv Respir Dis ; 18: 17534666241250332, 2024.
Article in English | MEDLINE | ID: mdl-38757948

ABSTRACT

BACKGROUND: Different types of inflammatory processes and fibrosis have been implicated in the pathogenesis of interstitial lung disease (ILD), a heterogeneous, diffuse, parenchymal lung disease. Acute exacerbation (AE) of ILD is characterized by significant respiratory deterioration and is associated with high mortality rates. Several serum oncomarkers have been used to determine the prognosis of ILD; however, the prognostic value of serum oncomarker levels in patients with AE-ILD remains unclear. OBJECTIVE: To evaluate the prognostic value of serum oncomarker levels in patients with AE-ILD and its main subtypes. DESIGN: Retrospective study. METHODS: The serum levels of 8 oncomarkers in 281 patients hospitalized with AE-ILD at our institution between 2017 and 2022 were retrospectively reviewed. The baseline characteristics and serum oncomarker levels were compared between the survival and non-survival groups of AE-ILD and its main subtypes. Multivariate logistic regression analysis was performed to identify independent prognosis-related markers, and the best prognostic predictor was analyzed using receiver operating characteristic curve (ROC) analysis. RESULT: Idiopathic pulmonary fibrosis (IPF; n = 65), idiopathic nonspecific interstitial pneumonia (iNSIP; n = 26), and connective tissue disease-associated interstitial lung disease (CTD-ILD; n = 161) were the three main subtypes of ILD. The in-hospital mortality rate among patients with AE-ILD was 21%. The serum oncomarker levels of most patients with AE-ILD and its main subtypes in the non-survival group were higher than those in the survival group. Multivariate analysis revealed that ferritin and cytokeratin 19 fragments (CYFRA21-1) were independent prognostic risk factors for patients hospitalized with AE-ILD or AE-CTD-ILD. CYFRA21-1 was identified as an independent prognostic risk factor for patients hospitalized with AE-IPF or AE-iNSIP. CONCLUSION: CYFRA21-1 may be a viable biomarker for predicting the prognosis of patients with AE-ILD, regardless of the underlying subtype of ILD. Ferritin has a prognostic value in patients with AE-ILD or AE-CTD-ILD.


Subject(s)
Biomarkers , Disease Progression , Lung Diseases, Interstitial , Humans , Male , Female , Retrospective Studies , Lung Diseases, Interstitial/blood , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/physiopathology , Aged , Middle Aged , Prognosis , Biomarkers/blood , Predictive Value of Tests , Aged, 80 and over , Hospitalization , Risk Factors , Ferritins/blood , Keratin-19/blood
2.
Medicine (Baltimore) ; 103(20): e38226, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38758869

ABSTRACT

Interstitial lung disease (ILD) encompasses a heterogeneous group of more than 200 diffuse parenchymal lung diseases with various clinical courses. Disease progression is one of the most important prognostic factors, and, the definition of progressive pulmonary fibrosis (PPF) has recently been established. This study aimed to estimate the prevalence, risk factors, and prognosis of PPF among patients with non-idiopathic pulmonary fibrosis (IPF) in real-world practice. A total of 215 patients were retrospectively analyzed between January 2010 and June 2023 at the Haeundae Paik Hospital in the Republic of Korea. According to the criteria proposed in 2022 by Raghu et al, PPF defined as a condition that satisfies 2 or more of the following in the past year: worsening of respiratory symptoms, physiological evidence of disease progression, and radiological evidence of disease progression. The median age of the subjects was 67 years and 63.7% were female. A total of 40% was diagnosed with PPF and connective tissue disease-associated ILD (52.3%) was the most common type, followed by nonspecific interstitial pneumonitis (NSIP) (25.6%) and cryptogenic organizing pneumonitis (16.3%). In multivariate logistic regression for predicting PPF, both the use of steroids and immunosuppressants (OR: 2.57, 95% CI: 1.41-4.67, P = .002) and home oxygen use (OR: 25.17, 95% CI: 3.21-197.24, P = .002) were independent risk factors. During the follow-up period, the mortality rate was significantly higher in the PPF group than in the non-PPF group (24.4% vs 2.3%, P < .001). In the survival analysis using the Cox proportional hazard regression model, disease progression, older age and lower forced vital capacity (FVC) were independent risk factors for mortality. Our study demonstrated that the prevalence of PPF was 40%. Concomitant therapy of steroids with an immunosuppressants and home oxygen use are risk factors for PPF. PPF itself was significantly associated with high mortality rates. Risk factors for mortality were disease progression, older age, and lower FVC.


Subject(s)
Disease Progression , Humans , Female , Male , Retrospective Studies , Aged , Prevalence , Republic of Korea/epidemiology , Prognosis , Middle Aged , Risk Factors , Pulmonary Fibrosis/epidemiology , Pulmonary Fibrosis/mortality , Lung Diseases, Interstitial/epidemiology , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/physiopathology , Immunosuppressive Agents/therapeutic use
3.
RMD Open ; 10(2)2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38663883

ABSTRACT

OBJECTIVES: Risk prediction for patients with polymyositis/dermatomyositis-associated interstitial lung disease (PM/DM-ILD) is challenging due to heterogeneity in the disease course. We aimed to develop a mortality risk prediction model for PM/DM-ILD. METHODS: This prognostic study analysed patients with PM/DM-ILD admitted to Nanjing Drum Hospital from 2016 to 2021. The primary outcome was mortality within 1 year. We used a least absolute shrinkage and selection operator (LASSO) logistic regression model to identify predictive laboratory indicators. These indicators were used to create a laboratory risk score, and we developed a mortality risk prediction model by incorporating clinical factors. The evaluation of model performance encompassed discrimination, calibration, clinical utility and practical application for risk prediction and prognosis. RESULTS: Overall, 418 patients with PM/DM-ILD were enrolled and randomly divided into development (n=282) and validation (n=136) cohorts. LASSO logistic regression identified four optimal features in the development cohort, forming a laboratory risk score: C reactive protein, lactate dehydrogenase, CD3+CD4+ T cell counts and PO2/FiO2. The final prediction model integrated age, arthralgia, anti-melanoma differentiation-associated gene 5 antibody status, high-resolution CT pattern and the laboratory risk score. The prediction model exhibited robust discrimination (area under the receiver operating characteristic: 0.869, 95% CI 0.811 to 0.910), excellent calibration and valuable clinical utility. Patients were categorised into three risk groups with distinct mortality rates. The internal validation, sensitivity analyses and comparative assessments against previous models further confirmed the robustness of the prediction model. CONCLUSIONS: We developed and validated an evidence-based mortality risk prediction model with simple, readily accessible clinical variables in patients with PM/DM-ILD, which may inform clinical decision-making.


Subject(s)
Dermatomyositis , Lung Diseases, Interstitial , Humans , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/etiology , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/complications , Male , Female , Middle Aged , Dermatomyositis/complications , Dermatomyositis/mortality , Dermatomyositis/diagnosis , Risk Assessment , Prognosis , Aged , Adult , Risk Factors , Logistic Models , Polymyositis/complications , Polymyositis/mortality , Polymyositis/diagnosis , ROC Curve
4.
Am J Respir Crit Care Med ; 209(9): 1121-1131, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38207093

ABSTRACT

Rationale: Computed tomography (CT) enables noninvasive diagnosis of usual interstitial pneumonia (UIP), but enhanced image analyses are needed to overcome the limitations of visual assessment. Objectives: Apply multiple instance learning (MIL) to develop an explainable deep learning algorithm for prediction of UIP from CT and validate its performance in independent cohorts. Methods: We trained an MIL algorithm using a pooled dataset (n = 2,143) and tested it in three independent populations: data from a prior publication (n = 127), a single-institution clinical cohort (n = 239), and a national registry of patients with pulmonary fibrosis (n = 979). We tested UIP classification performance using receiver operating characteristic analysis, with histologic UIP as ground truth. Cox proportional hazards and linear mixed-effects models were used to examine associations between MIL predictions and survival or longitudinal FVC. Measurements and Main Results: In two cohorts with biopsy data, MIL improved accuracy for histologic UIP (area under the curve, 0.77 [n = 127] and 0.79 [n = 239]) compared with visual assessment (area under the curve, 0.65 and 0.71). In cohorts with survival data, MIL-UIP classifications were significant for mortality (n = 239, mortality to April 2021: unadjusted hazard ratio, 3.1; 95% confidence interval [CI], 1.96-4.91; P < 0.001; and n = 979, mortality to July 2022: unadjusted hazard ratio, 3.64; 95% CI, 2.66-4.97; P < 0.001). Individuals classified as UIP positive by the algorithm had a significantly greater annual decline in FVC than those classified as UIP negative (-88 ml/yr vs. -45 ml/yr; n = 979; P < 0.01), adjusting for extent of lung fibrosis. Conclusions: Computerized assessment using MIL identifies clinically significant features of UIP on CT. Such a method could improve confidence in radiologic assessment of patients with interstitial lung disease, potentially enabling earlier and more precise diagnosis.


Subject(s)
Deep Learning , Tomography, X-Ray Computed , Humans , Female , Male , Middle Aged , Aged , Idiopathic Pulmonary Fibrosis/diagnostic imaging , Idiopathic Pulmonary Fibrosis/classification , Idiopathic Pulmonary Fibrosis/mortality , Lung Diseases, Interstitial/diagnostic imaging , Lung Diseases, Interstitial/mortality , Cohort Studies , Prognosis , Predictive Value of Tests , Algorithms
5.
J Rheumatol ; 51(5): 495-504, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38224991

ABSTRACT

OBJECTIVE: To explore the effect of left ventricular (LV) diastolic dysfunction (LVDD) in systemic sclerosis (SSc)-associated interstitial lung disease (ILD), and to investigate SSc-specific associations and clinical correlates of LVDD. METHODS: There were 102 Australian Scleroderma Cohort Study participants with definite SSc and radiographic ILD included. Diastolic function was classified as normal, indeterminate, or abnormal according to 2016 American Society of Echocardiography/European Association of Cardiovascular Imaging guidelines for assessment of LV diastolic function. Associations between clinical features and patient- and physician-reported dyspnea were evaluated using logistic regression. Survival analyses were performed using Kaplan-Meier survival estimates and Cox regression modeling. RESULTS: LVDD was identified in 26% of participants, whereas 19% had indeterminate and 55% had normal diastolic function. Those with ILD and LVDD had increased mortality (hazard ratio 2.4, 95% CI 1.0-5.7; P = 0.05). After adjusting for age and sex, those with ILD and LVDD were more likely to have severe dyspnea on the Borg Dyspnoea Scale (odds ratio [OR] 2.6, 95% CI 1.0-6.6; P = 0.05) and numerically more likely to record World Health Organization Function Class II or higher dyspnea (OR 4.2, 95% CI 0.9-20.0; P = 0.08). Older age (95% CI 1.0-6.4; P = 0.05), hypertension (OR 5.0, 95% CI 1.8-13.8; P < 0.01), and ischemic heart disease (OR 4.8, 95% CI 1.5-15.7; P < 0.01) were all associated with LVDD, as was proximal muscle atrophy (OR 5.0, 95% CI 1.9-13.6; P < 0.01) and multimorbidity (Charlson Comorbidity Index scores ≥ 4, OR 3.0, 95% CI 1.1-8.7; P = 0.04). CONCLUSION: LVDD in SSc-ILD is more strongly associated with traditional LVDD risk factors than SSc-specific factors. LVDD is associated with worse dyspnea and survival in those with SSc-ILD.


Subject(s)
Dyspnea , Lung Diseases, Interstitial , Scleroderma, Systemic , Ventricular Dysfunction, Left , Humans , Female , Dyspnea/etiology , Dyspnea/physiopathology , Scleroderma, Systemic/complications , Scleroderma, Systemic/mortality , Scleroderma, Systemic/physiopathology , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/physiopathology , Lung Diseases, Interstitial/etiology , Lung Diseases, Interstitial/complications , Male , Middle Aged , Ventricular Dysfunction, Left/physiopathology , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/mortality , Aged , Australia/epidemiology , Adult , Echocardiography , Diastole , Cohort Studies
6.
J Palliat Med ; 27(3): 411-420, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37702606

ABSTRACT

Introduction: Patients with chronic lung disease (CLD) experience a heavy symptom burden at the end of life, but their uptake of palliative care is notably low. Having an understanding of a patient's prognosis would facilitate shared decision making on treatment options and care planning between patients, families, and their clinicians, and complement clinicians' assessments of patients' unmet palliative needs. While literature on prognostication in patients with chronic obstructive pulmonary disease (COPD) has been established and summarized, information for other CLDs remains less consolidated. Summarizing the mortality risk factors for non-COPD CLDs would be a novel contribution to literature. Hence, we aimed to identify and summarize the prognostic factors associated with non-COPD CLDs from the literature. Methods: We conducted a scoping review following published guidelines. We searched MEDLINE, Embase, PubMed, CINAHL, Cochrane Library, and Web of Science for studies published between 2000 and 2020 that described non-COPD CLD populations with an all-cause mortality risk period of up to three years. Only primary studies which reported associations with mortality adjusted through multivariable analysis were included. Results: Fifty-five studies were reviewed, with 53 based on interstitial lung disease (ILD) or connective tissue disease-associated ILD populations and two in bronchiectasis populations. Prognostic factors were classified into 10 domains, with pulmonary function and disease being the largest. Older age, lower forced vital capacity, and lower carbon monoxide diffusing capacity were most commonly investigated and associated with statistically significant increases in mortality risks. Conclusions: This comprehensive overview of prognostic factors for patients with non-COPD CLDs would facilitate the identification and prioritization of candidate factors to predict short-term mortality, supporting tool development for decision making and to identify high-risk patients for palliative needs assessments. Literature focused on patients with ILDs, and more studies should be conducted on other CLDs to bridge the knowledge gap.


Subject(s)
Lung Diseases, Interstitial , Pulmonary Disease, Chronic Obstructive , Humans , Decision Making, Shared , Lung Diseases, Interstitial/mortality , Prognosis , Pulmonary Disease, Chronic Obstructive/mortality
7.
Sci Rep ; 13(1): 22639, 2023 12 19.
Article in English | MEDLINE | ID: mdl-38114539

ABSTRACT

Serum heme oxygenase (HO)-1 level has been reported as a clinically reliable diagnostic biomarker for acute exacerbation of interstitial lung disease (ILD); however, its utility for predicting mortality among these patients is unclear. Serum HO-1 levels of patients newly diagnosed with acute exacerbation of ILD were measured at the time of initiating steroid pulse therapy. The relationship between serum HO-1 and various other serum biomarkers, change in HRCT findings, and disease prognosis at 12 weeks after diagnosis of acute exacerbation was evaluated in 51 patients, of whom 17 (33%) had idiopathic pulmonary fibrosis (IPF). Serum HO-1 was higher in patients with acute exacerbation of IPF than in patients with acute exacerbation of other ILDs. Serum HO-1 levels were higher in patients who died within these 12 weeks than in survivors. Among age, sex, comorbidities, IPF diagnosis, HRCT findings, and blood biomarkers, serum HO-1 was a primary predictor of 12-week mortality. In 41 patients who underwent repeat HRCT, serum HO-1 was higher in patients with honeycomb progression than in those without. Serum HO-1 measurement could be useful for evaluating disease mortality and morbidity of patients with acute exacerbation of ILDs.


Subject(s)
Biomarkers , Heme Oxygenase-1 , Lung Diseases, Interstitial , Humans , Male , Female , Aged , Aged, 80 and over , Heme Oxygenase-1/blood , Prognosis , Biomarkers/blood , Lung Diseases, Interstitial/blood , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/pathology , Acute Disease
8.
Rev. chil. enferm. respir ; 39(3): 203-215, 2023. tab, graf
Article in Spanish | LILACS | ID: biblio-1521829

ABSTRACT

La enfermedad respiratoria aguda por coronavirus SARS-CoV-2 (COVID-19) se ha convertido en un grave problema de salud pública a nivel mundial. Objetivos: Examinar el uso de recursos sanitarios, riesgo de complicaciones y muerte en pacientes adultos con enfermedades respiratorias crónicas atendidos por COVID-19. Métodos: Estudio clínico descriptivo prospectivo realizado en pacientes adultos atendidos por COVID-19 en la Red de Salud UC Christus entre el 1 de abril y 31 de diciembre de 2020. Resultados: Se evaluaron 2.160 pacientes adultos, edad: 47 ± 17 años (rango: 18-100), 51,3% sexo masculino, 43,8% tenía comorbilidades, especialmente hipertensión (23,2%), diabetes (11,7%) y enfermedades respiratorias crónicas: asma (5%), EPOC (1,4%) y enfermedad pulmonar difusa (EPD: 0,8%). Los pacientes adultos con enfermedades respiratorias crónicas tuvieron mayor riesgo de hospitalización y uso de oxígeno suplementario; sin embargo, la evolución de los pacientes asmáticos y la sobrevida a los doce meses fue similar a los pacientes sin comorbilidades atendidos por COVID-19, mientras que en los pacientes con EPOC y EPD la admisión a la unidad de paciente crítico y riesgo de muerte fueron más elevados. En el análisis multivariado, los principales predictores clínicos asociados al riesgo de muerte en el seguimiento a doce meses en pacientes adultos con COVID-19 fueron la edad y admisión al hospital, mientras que el asma fue un factor protector. Conclusión: Los pacientes asmáticos tuvieron bajo riesgo de complicaciones y muerte asociados a COVID-19; mientras que los pacientes con EPOC y EPD tuvieron mayor riesgo de complicaciones y muerte en el seguimiento a largo plazo.


The acute respiratory disease associated to coronavirus SARS-CoV-2 (COVID-19) has become a serious public health problem worldwide. Objectives: To examine the use of healthcare resources, risk of complications and death in adult patients with chronic respiratory diseases treated for COVID-19. Methods: Prospective descriptive clinical study conducted in adult patients treated for COVID-19 in the UC Christus Healthcare Network between April 1 and December 31, 2020. Results: 2,160 adult patients were evaluated, age: 47 ± 17 years-old (range: 18-100), 51.3% male, 43.8% had comorbidities, especially hypertension (23.2%), diabetes (11.7%), and chronic respiratory diseases: asthma (5%), COPD (1,4%) and interstitial lung disease (ILD: 0.8%). Adult patients with chronic respiratory diseases were at higher risk for hospitalization and use of supplemental oxygen; however, the evolution of asthmatic patients and survival at twelve months was similar to that of adult patients without comorbidities treated for COVID-19, while in patients with COPD and ILD admission to the critical care unit and risk of death were higher. In the multivariate analysis, the main clinical predictors associated to 12-month mortality risk in adult patients with COVID-19 were age and hospital admission, while asthma was a protective factor. Conclusion: Asthmatic patients had minor risk of complications and mortality associated with COVID-19; while patients with COPD and ILD had a significant higher risk of complications and 12-month mortality.


Subject(s)
Humans , Male , Female , Adolescent , Adult , Middle Aged , Aged , Aged, 80 and over , Young Adult , Asthma/complications , Lung Diseases, Interstitial/complications , Pulmonary Disease, Chronic Obstructive/complications , COVID-19/complications , Asthma/mortality , Asthma/therapy , Survival Analysis , Multivariate Analysis , Prospective Studies , Follow-Up Studies , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/therapy , Risk Assessment , Pulmonary Disease, Chronic Obstructive/mortality , Pulmonary Disease, Chronic Obstructive/therapy , Protective Factors , SARS-CoV-2 , COVID-19/mortality , COVID-19/therapy
9.
Medicina (Kaunas) ; 58(12)2022 Dec 15.
Article in English | MEDLINE | ID: mdl-36557054

ABSTRACT

Background and Objectives: In order to accelerate the risk stratification of patients referred to the Emergency Department (ED) with interstitial pneumonia, it could be useful to provide new and effective laboratory tests for use. The aim of our study was to evaluate the prognostic role of two biomarkers, bio-adrenomedullin (Bio-ADM) and proenkephalin (penKid), in patients with interstitial pneumonia (IP) at ED admission. Materials and Methods: In 153 consecutive patients with IP, both from COVID-19 or non-COVID-19 etiology, we measured, in a prospective observational manner, penKid and Bio-ADM at ED admission and after 24 h. In order to evaluate patient outcomes, 30-day follow-ups were also performed. The endpoints were 24 h, 10-day, and 30-day mortality. Results: Both biomarkers were shown to be good predictors of adverse events at 30 days, with Bio-ADM outperforming penKid. Bio-ADM was linked with 24 h and 10-day patient mortality. Moreover, PenKid was related to parameters defining worsening kidney function. Conclusions: Both in patients with COVID-19 or non-COVID-19 interstitial pneumonia at ED admission, Bio-ADM and penKid were good predictors of patient mortality. To evaluate these two biomarkers could be considered to be useful during the first evaluation in the ED when integrated with clinical scores.


Subject(s)
Adrenomedullin , COVID-19 , Enkephalins , Lung Diseases, Interstitial , Humans , Adrenomedullin/blood , Biomarkers , COVID-19/mortality , Emergency Service, Hospital , Prognosis , Enkephalins/blood , Lung Diseases, Interstitial/mortality
10.
Respir Res ; 23(1): 59, 2022 Mar 16.
Article in English | MEDLINE | ID: mdl-35296320

ABSTRACT

BACKGROUND: Comorbidities are common in interstitial lung diseases (ILD) and have an important association with survival, but the frequency and prognostic impact of comorbidities in unclassifiable interstitial lung disease (uILD) remains elusive. We aimed to describe the prevalence of comorbidities and assess the impact on survival in patients with uILD. Furthermore, we aimed to identify and characterize potential phenotypes based on clusters of comorbidities and examine their association with disease progression and survival. METHODS: Incident patients diagnosed with uILD were identified at two ILD referral centers in Denmark and Germany from 2003 to 2018. The diagnosis uILD was based on multidisciplinary team meetings. Clinical characteristics and comorbidities were extracted from ILD registries and patient case files. Survival analyses were performed using Cox regression analyses, disease progression was analyzed by linear mixed effects models, and clusters of comorbidities were analyzed using self-organizing maps. RESULTS: A total of 249 patients with uILD were identified. The cohort was dominated by males (60%), former (49%) or current (15%) smokers, median age was 70 years, mean FVC was 75.9% predicted, and mean DLCO was 49.9% predicted. One-year survival was 89% and three-year survival was 73%. Eighty-five percent of the patients had ≥ 1 comorbidities, 33% had ≥ 3 comorbidities and 9% had ≥ 5 comorbidities. The only comorbidity associated with excess mortality was dyslipidemia. No association between survival and number of comorbidities or the Charlson comorbidity index was observed. Three clusters with different comorbidities profiles and clinical characteristics were identified. A significant annual decline in FVC and DLCO % predicted was observed in cluster 1 and 2, but not in cluster 3. No difference in mortality was observed between the clusters. CONCLUSIONS: The comorbidity burden in uILD is lower than reported in other types of ILD and the impact of comorbidities on mortality needs further clarification. Three clusters with distinct comorbidity profiles were identified and could represent specific phenotypes. No difference in mortality was observed between clusters, but slower disease progression was observed in cluster 3. Better understanding of disease behavior and mortality will require further studies of subgroups of uILD with longer observation time.


Subject(s)
Lung Diseases, Interstitial/epidemiology , Aged , Comorbidity , Denmark/epidemiology , Female , Germany/epidemiology , Humans , Lung Diseases, Interstitial/mortality , Male , Middle Aged , Prevalence , Retrospective Studies , Survival Rate
11.
Respir Res ; 23(1): 57, 2022 Mar 11.
Article in English | MEDLINE | ID: mdl-35277175

ABSTRACT

BACKGROUND: Patients with rheumatoid arthritis-associated interstitial lung disease (RA-ILD), like those with idiopathic pulmonary fibrosis (IPF), might develop an unexpected acute exacerbation (AE)-a rapidly progressing and deadly respiratory decline. Although AE incidence and risk factors in RA-ILD patients are known, their post-AE clinical course remains unknown owing to the rarity of AE-RA-ILD. This multicentre retrospective study evaluated post-AE mortality and prognostic variables in AE-RA-ILD patients and created a mortality prediction model for AE-RA-ILD. METHODS: This research comprised 58 patients with AE-RA-ILD and 96 with AE-IPF (a control disease). Multivariate Cox regression analysis was performed to identify prognostic variables. A prediction model was created with recursive partitioning (decision tree). RESULTS: The post-AE 90-day mortality rate in the overall AE-RA-ILD group was 48.3%; percent predicted forced vital capacity within 12 months before AE onset (baseline %FVC) and PaO2/FiO2 ratio at AE onset (P/F at AE) were independent predictors of mortality. Post-AE 90-day mortality rates were 40.6% and 43.8%, respectively, in AE-RA-ILD and AE-IPF patients propensity score-matched for age, sex, baseline %FVC and P/F at AE (P = 1.0000). In AE-RA-ILD patients, C-indices of baseline %FVC and P/F at AE to predict post-AE 90-day mortality were 0.604 and 0.623, respectively. A decision tree model based on these prognostic factors classified AE-RA-ILD patients into mild, moderate and severe groups (post-AE 90-day mortality rates: 20.8%, 64.0% and 88.9%, respectively; P = 0.0002); the C-index improved to 0.775. CONCLUSIONS: Post-AE mortality was high in AE-RA-ILD patients similar to AE-IPF patients. The discovered prognostic factors and our mortality prediction model may aid in the management of AE-RA-ILD patients.


Subject(s)
Arthritis, Rheumatoid/complications , Decision Trees , Lung Diseases, Interstitial/mortality , Aged , Aged, 80 and over , Case-Control Studies , Female , Humans , Lung Diseases, Interstitial/etiology , Male , Prognosis , Retrospective Studies , Vital Capacity
12.
Respir Res ; 23(1): 4, 2022 Jan 07.
Article in English | MEDLINE | ID: mdl-34996461

ABSTRACT

BACKGROUND: The exact risk assessment is crucial for the management of connective tissue disease-associated interstitial lung disease (CTD-ILD) patients. In the present study, we develop a nomogram to predict 3­ and 5-year mortality by using machine learning approach and test the ILD-GAP model in Chinese CTD-ILD patients. METHODS: CTD-ILD patients who were diagnosed and treated at the First Affiliated Hospital of Zhengzhou University were enrolled based on a prior well-designed criterion between February 2011 and July 2018. Cox regression with the least absolute shrinkage and selection operator (LASSO) was used to screen out the predictors and generate a nomogram. Internal validation was performed using bootstrap resampling. Then, the nomogram and ILD-GAP model were assessed via likelihood ratio testing, Harrell's C index, integrated discrimination improvement (IDI), the net reclassification improvement (NRI) and decision curve analysis. RESULTS: A total of 675 consecutive CTD-ILD patients were enrolled in this study, during the median follow-up period of 50 (interquartile range, 38-65) months, 158 patients died (mortality rate 23.4%). After feature selection, 9 variables were identified: age, rheumatoid arthritis, lung diffusing capacity for carbon monoxide, right ventricular diameter, right atrial area, honeycombing, immunosuppressive agents, aspartate transaminase and albumin. A predictive nomogram was generated by integrating these variables, which provided better mortality estimates than ILD-GAP model based on the likelihood ratio testing, Harrell's C index (0.767 and 0.652 respectively) and calibration plots. Application of the nomogram resulted in an improved IDI (3- and 5-year, 0.137 and 0.136 respectively) and NRI (3- and 5-year, 0.294 and 0.325 respectively) compared with ILD-GAP model. In addition, the nomogram was more clinically useful revealed by decision curve analysis. CONCLUSIONS: The results from our study prove that the ILD-GAP model may exhibit an inapplicable role in predicting mortality risk in Chinese CTD-ILD patients. The nomogram we developed performed well in predicting 3­ and 5-year mortality risk of Chinese CTD-ILD patients, but further studies and external validation will be required to determine the clinical usefulness of the nomogram.


Subject(s)
Connective Tissue Diseases/complications , Lung Diseases, Interstitial/mortality , Machine Learning , Risk Assessment/methods , China/epidemiology , Connective Tissue Diseases/diagnosis , Connective Tissue Diseases/mortality , Female , Follow-Up Studies , Humans , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/etiology , Male , Middle Aged , Retrospective Studies , Risk Factors , Survival Rate/trends , Time Factors
13.
Arthritis Care Res (Hoboken) ; 74(3): 478-483, 2022 03.
Article in English | MEDLINE | ID: mdl-33973401

ABSTRACT

OBJECTIVE: The aim of this study was to determine the prognosis, clinical course, and current management of severe interstitial lung disease (ILD) associated with myositis in Japan. METHODS: We conducted a retrospective descriptive study using a nationwide database for inpatient care of acute illness in Japan. Among a total of ~66 million inpatient admissions, we identified patients with severe ILD associated with polymyositis (PM) or dermatomyositis (DM) who required mechanical ventilation and methylprednisolone pulse therapy (≥1 gm/day of methylprednisolone) from July 2010 to March 2018. RESULTS: We identified 155 patients with PM and 394 with DM who fulfilled the above criteria. The median age of patients was 65 years; DM patients were significantly younger than PM patients (64 versus 68 years; P < 0.001). The numbers of patients who were treated with calcineurin inhibitors, intravenous cyclophosphamide, and polymyxin B-immobilized fiber column direct hemoperfusion (PMX-DHP) were 403 (73.4%), 318 (57.9%), and 78 (14.2%), respectively. All these treatments were given significantly more frequently to the patients with DM compared with those with PM. The uses of other treatment options were much less frequent. The median periods after hospitalization when methylprednisolone pulse therapy, calcineurin inhibitors, mechanical ventilation, intravenous cyclophosphamide, and PMX-DHP were initiated and in-hospital death occurred among patients with DM were 2, 4, 7, 8, 17, and 36 days, respectively. In-hospital mortality was significantly higher in patients with DM than in those with PM (76.6% versus 56.8%; P < 0.001). CONCLUSION: The mortality of patients with myositis-associated severe ILD who require mechanical ventilation is extremely high despite aggressive and prompt interventions.


Subject(s)
Dermatomyositis/epidemiology , Lung Diseases, Interstitial/mortality , Anti-Inflammatory Agents/therapeutic use , Female , Humans , Japan/epidemiology , Lung Diseases, Interstitial/etiology , Lung Diseases, Interstitial/therapy , Male , Methylprednisolone/therapeutic use , Respiration, Artificial/statistics & numerical data , Retrospective Studies
14.
Am J Respir Crit Care Med ; 205(4): 459-467, 2022 02 15.
Article in English | MEDLINE | ID: mdl-34818133

ABSTRACT

Rationale: Fibrotic interstitial lung disease (fILD) is a group of pathologic entities characterized by scarring of the lungs and high morbidity and mortality. Research investigating how socioeconomic and residential factors impact outcomes in patients with fILD is lacking. Objectives: To determine the association between neighborhood-level disadvantage and presentation severity, disease progression, lung transplantation, and mortality in patients with fILD from the United States and Canada. Methods: We performed a multicenter, international, prospective cohort study of 4,729 patients with fILD from one U.S. and eight Canadian ILD registry sites. Neighborhood-level disadvantage was measured by the area deprivation index in the United States and the Canadian Index of Multiple Deprivation in Canada. Measurements and Main Results: In the U.S. but not in the Canadian cohort, patients with fILD living in neighborhoods with the greatest disadvantage (top quartile) experience the highest risk of mortality (hazard ratio = 1.51, P = 0.002), and in subgroups of patients with idiopathic pulmonary fibrosis, the top quartile of disadvantage experienced the lowest odds of lung transplantation (odds ratio = 0.46, P = 0.04). Greater disadvantage was associated with reduced baseline DLCO in both cohorts, but it was not associated with baseline FVC or FVC or DLCO decline in either cohort. Conclusions: Patients with fILD who live in areas with greater neighborhood-level disadvantage in the United States experience higher mortality, and patients with idiopathic pulmonary fibrosis experience lower odds of lung transplantation. These disparities are not seen in Canadian patients, which may indicate differences in access to care between the United States and Canada.


Subject(s)
Health Status Disparities , Healthcare Disparities , Idiopathic Pulmonary Fibrosis , Lung Diseases, Interstitial , Residence Characteristics , Social Deprivation , Social Determinants of Health , Aged , Canada/epidemiology , Disease Progression , Female , Healthcare Disparities/economics , Healthcare Disparities/statistics & numerical data , Humans , Idiopathic Pulmonary Fibrosis/diagnosis , Idiopathic Pulmonary Fibrosis/economics , Idiopathic Pulmonary Fibrosis/mortality , Idiopathic Pulmonary Fibrosis/surgery , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/economics , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/surgery , Lung Transplantation/statistics & numerical data , Male , Middle Aged , Patient Acuity , Prognosis , Prospective Studies , Risk Factors , United States/epidemiology
15.
Adv Ther ; 39(2): 1045-1054, 2022 02.
Article in English | MEDLINE | ID: mdl-34957531

ABSTRACT

INTRODUCTION: Among the various types of progressive fibrosing interstitial lung diseases (PF-ILDs), substantial survival data exist for idiopathic pulmonary fibrosis (IPF) but not for other types. This hinders evidence-based decisions about treatment and management, as well as the economic modelling needed to justify research into new treatments and reimbursement approvals. Given the clinical similarities between IPF and other PF-ILDs, we reasoned that patient survival data from four major IPF trials could be used to estimate long-term survival in other PF-ILDs. METHODS: We used propensity score matching to match patients with IPF taking either nintedanib or placebo in the TOMORROW, INPULSIS-1, INPULSIS-2 and INPULSIS-ON trials to patients with PF-ILDs other than IPF in the INBUILD trial. Seven models were fitted to the survival data for the matched patients with IPF, and the three best-fitting models were used to generate informative priors in a Bayesian framework to extrapolate patient survival of the INBUILD population. RESULTS: After propensity score matching, the analysis included data from 1099 patients with IPF (640 nintedanib patients; 459 placebo patients) and 654 patients with other PF-ILDs (326 nintedanib patients; 328 placebo patients). Gamma, log-logistic and Weibull models best fit the survival of the matched patients with IPF. All three models led to consistent Bayesian estimates of survival for the matched patients with other PF-ILDs, with median rates of overall survival ranging from 6.34 to 6.50 years after starting nintedanib. The corresponding control group survival estimates were 3.42 to 3.76 years. CONCLUSION: We provide the first estimates of long-term overall survival for patients with PF-ILDs other than IPF, and our analysis suggests that nintedanib may prolong their survival. Our Bayesian approach to estimating survival of one disease based on clinical trial data from a similar disease may help inform economic modelling of rare, orphan and newly defined disorders.


Subject(s)
Idiopathic Pulmonary Fibrosis , Lung Diseases, Interstitial , Bayes Theorem , Clinical Trials as Topic , Humans , Idiopathic Pulmonary Fibrosis/drug therapy , Idiopathic Pulmonary Fibrosis/mortality , Lung Diseases, Interstitial/drug therapy , Lung Diseases, Interstitial/mortality , Survival Analysis
16.
Thorac Cancer ; 13(2): 236-246, 2022 01.
Article in English | MEDLINE | ID: mdl-34865321

ABSTRACT

BACKGROUND: The safety profile of systemic chemotherapy for lung cancer patients with interstitial pneumonia (IP) in clinical practice remains unclear. Using Diagnostic Procedure Combination (DPC) data from the Japanese administrative database, we investigated the mortality of hospitalized lung cancer patients with IP as they underwent a course of systemic chemotherapy nationwide. METHODS: The DPC data of patients with stage IIIB or IV lung cancer as defined by the Union for International Cancer Control Tumor-Nodes-Metastases 6th and 7th editions from April 2014 to March 2016 were obtained. Among those patients, only patients with concomitant IP and receiving systemic chemotherapy without radiotherapy were included. RESULTS: Among 1524 included patients, 70 (4.6%) died in the hospital. Multivariate analysis revealed that low activities of daily living (ADL) scores on admission (hazard ratio [HR] 2.26, 95% confidence interval [CI] 1.24-4.12, p = 0.008) and high-dose corticosteroid therapy following chemotherapy (HR 2.62, 95% CI 1.44-4.77, p = 0.002) were strongly associated with in-hospital mortality. It was determined that patients possibly received high-dose corticosteroids for IP exacerbations; these patients had a higher in-hospital mortality rate of 67.7% (21/31 patients) and a significantly shorter median survival time of 55 days (95% CI 31-69 days, p < 0.001) than those who did not receive high-dose corticosteroids. CONCLUSION: Acute exacerbation of IP treated with systemic high-dose corticosteroids is significantly associated with in-hospital mortality, and a low ADL score on admission is a risk factor for in-hospital mortality in lung cancer patients with IP who undergo systemic chemotherapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hospital Mortality , Lung Diseases, Interstitial/drug therapy , Lung Diseases, Interstitial/mortality , Lung Neoplasms/drug therapy , Lung Neoplasms/mortality , Adolescent , Adult , Aged , Databases, Factual , Female , Humans , Japan , Male , Middle Aged , Retrospective Studies , Risk Factors , Young Adult
17.
Front Immunol ; 12: 645548, 2021.
Article in English | MEDLINE | ID: mdl-34867934

ABSTRACT

Within the Interstitial Lung Diseases (ILD), patients with idiopathic pulmonary fibrosis (IPF) and a subset of those with non-IPF fibrotic ILD have a distinct clinical phenotype of progression despite management. This group of patients has been collectively termed the progressive fibrotic phenotype (PFP). Their early recognition may facilitate access to antifibrotic therapies to prevent or slow progression. Macrophages/monocytes within the lung orchestrate the progression and maintenance of fibrosis. A novel role for monocyte-derived macrophages during tissue damage and wound healing is the expression of collagens. We examined Collagen 1a1 expression in airway macrophages from ILD patients at diagnosis. COL1A1 mRNA levels from BAL cells were elevated in IPF and Non-IPF patients. The presence of a UIP pattern and a subsequent progressive phenotype were significantly associated with the higher BAL COL1A1 levels. In Non-IPF patients, higher COL1A1 levels were associated with a more than twofold increase in mortality. The intracellular localisation of COL1A1 in airway macrophages was demonstrated by confocal microscopy in CD45 and CD163 co-staining assays. Additionally, airway macrophages co-expressed COL1A1 with the profibrotic SPP1 gene product osteopontin. The levels of SPP1 mRNA and OPN in the BAL were significantly higher in IPF and Non-IPF patients relative to healthy. Our results suggest that profibrotic airway macrophages are increased in the BAL of patients with IPF and other ILDs and co-express COL1A1 and OPN. Importantly, COL1A1 expression by pro-fibrotic airway macrophages could be a marker of disease progression and poor survival in ILDs.


Subject(s)
Collagen Type I, alpha 1 Chain/metabolism , Lung Diseases, Interstitial/metabolism , Lung/metabolism , Macrophages, Alveolar/metabolism , Adult , Aged , Animals , Bronchoalveolar Lavage Fluid/chemistry , Bronchoalveolar Lavage Fluid/cytology , Case-Control Studies , Collagen Type I, alpha 1 Chain/genetics , Disease Models, Animal , Disease Progression , Female , Fibrosis , Humans , Idiopathic Pulmonary Fibrosis/metabolism , Idiopathic Pulmonary Fibrosis/mortality , Idiopathic Pulmonary Fibrosis/pathology , Lung/pathology , Lung/physiopathology , Lung Diseases, Interstitial/mortality , Lung Diseases, Interstitial/pathology , Male , Mice , Middle Aged , Osteopontin/genetics , Osteopontin/metabolism , Prospective Studies , RNA, Messenger/genetics , RNA, Messenger/metabolism , Vital Capacity
18.
Sci Rep ; 11(1): 22821, 2021 11 24.
Article in English | MEDLINE | ID: mdl-34819525

ABSTRACT

Rheumatoid arthritis-related interstitial lung disease (RA-ILD) is a common connective tissue disease-related ILD (CTD-ILD) associated with high morbidity and mortality. Although rheumatoid factor (RF) seropositivity is a risk factor for developing RA-ILD, the relationship between RF seropositivity, mediastinal lymph node (MLN) features, and disease progression is unknown. We aimed to determine if high-titer RF seropositivity predicted MLN features, lung function impairment, and mortality in RA-ILD. In this retrospective cohort study, we identified patients in the University of Chicago ILD registry with RA-ILD. We compared demographic characteristics, serologic data, MLN size, count and location, and pulmonary function over 36 months among patients who had high-titer RF seropositivity (≥ 60 IU/ml) and those who did not. Survival analysis was performed using Cox regression modeling. Amongst 294 patients with CTD-ILD, available chest computed tomography (CT) imaging and serologic data, we identified 70 patients with RA-ILD. Compared to RA-ILD patients with low-titer RF, RA-ILD patients with high-titer RF had lower baseline forced vital capacity (71% vs. 63%; P = 0.045), elevated anti-cyclic citrullinated peptide titer (122 vs. 201; P = 0.001), CT honeycombing (50% vs. 80%; P = 0.008), and higher number of MLN ≥ 10 mm (36% vs. 76%; P = 0.005). Lung function decline over 36 months did not differ between groups. Primary outcomes of death or lung transplant occurred more frequently in the high-titer RF group (HR 2.8; 95% CI 1.1-6.8; P = 0.028). High-titer RF seropositivity was associated with MLN enlargement, CT honeycombing, and decreased transplant-free survival. RF titer may be a useful prognostic marker for stratifying patients by pulmonary disease activity and mortality risk.


Subject(s)
Arthritis, Rheumatoid/blood , Lung Diseases, Interstitial/etiology , Lymphadenopathy/etiology , Mediastinal Diseases/etiology , Rheumatoid Factor/blood , Adult , Aged , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/mortality , Biomarkers/blood , Disease Progression , Female , Humans , Lung Diseases, Interstitial/blood , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/mortality , Lymphadenopathy/blood , Lymphadenopathy/diagnosis , Lymphadenopathy/mortality , Male , Mediastinal Diseases/blood , Mediastinal Diseases/diagnosis , Mediastinal Diseases/mortality , Middle Aged , Predictive Value of Tests , Prognosis , Registries , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors
19.
J Med Microbiol ; 70(11)2021 Nov.
Article in English | MEDLINE | ID: mdl-34738890

ABSTRACT

Introduction. Patients with interstitial lung disease (ILD) who subsequently develop a viral infection have high rates of morbidity and mortality.Hypothesis/Gap Statement. Few large-scale epidemiological studies have investigated potential prognostic factors for morbidity and mortality in this patient group.Aim. To evaluate the risk factors for morbidity and mortality in hospitalized patients with ILD and viral infection, as well as the clinical characteristics.Methodology. This retrospective cohort study included patients with ILD who were hospitalized for a viral infection in two tertiary academic hospitals in China, between 1 January 2013 and 31 December 2019. We analysed the prevalence of comorbidities, clinical characteristics, 30 day mortality rates, and prognostic risk factors.Results. A total of 282 patients were included; 195 and 87 were immunocompromised and immunocompetent, respectively. The most common underlying interstitial diseases were idiopathic pulmonary fibrosis (42.9 %) and connective tissue disease (36.9 %). The 30 day mortality rate was 20.6 %. During the influenza season, an increase in influenza virus (IFV) (25.7 %), respiratory syncytial virus (14.9 %) and cytomegalovirus (CMV) (11.3 %) cases was observed in the immunocompromised group. The most frequently detected virus in the immunocompetent group was IFV (44.8 %), followed by respiratory syncytial virus (11.5 %), and human rhinovirus (9.2 %). During the non-influenza season, CMV (34.4 %) was the main virus detected in the immunocompromised group. The 30 day mortality rates of non-IFV patients were higher than those of IFV patients. Older age (>60 years), respiratory failure, persistent lymphocytopenia, invasive mechanical ventilation and non-IFV virus infection were significantly associated with increased 30 day mortality.Conclusion. Patients with ILD who develop viral infection have high rates of morbidity and mortality, which are associated with increased age (>60 years), respiratory failure, mechanical ventilation, persistent lymphocytopenia and non-IFV virus infection. These risk factors should be carefully considered when determining treatment strategies for this patient population.


Subject(s)
Lung Diseases, Interstitial/mortality , Respiratory Tract Infections/epidemiology , Virus Diseases/epidemiology , Aged , China/epidemiology , Comorbidity , Female , Humans , Male , Middle Aged , Prognosis , Retrospective Studies , Risk Factors
20.
BMC Pulm Med ; 21(1): 346, 2021 Nov 03.
Article in English | MEDLINE | ID: mdl-34732182

ABSTRACT

BACKGROUND: Myeloperoxidase antineutrophil cytoplasmic antibody (MPO-ANCA) is often positive in patients with interstitial lung disease (ILD), which is also often present in patients with microscopic polyangiitis (MPA). A possible association between MPO-ANCA, MPA, and idiopathic ILD remains unclear. The objective of this study was to determine whether high-resolution computed tomography (HRCT) classification based on recent idiopathic pulmonary fibrosis guideline and specific CT findings can obtain new knowledge of prognostic factors in all MPO-ANCA-positive patients with ILD including both idiopathic ILD and MPA-ILD. METHODS: We analyzed 101 consecutive MPO-ANCA-positive patients with respiratory disease. We assessed the diagnostic accuracy of CT findings, HRCT pattern, and specific radiological signs. Prognostic predictors were determined using Cox regression models. RESULTS: Subjects with chronic ILD included 22 patients with MPA-ILD and 39 patients with ILD but without MPA. A quarter of the patients were radiological indeterminate for usual interstitial pneumonia (UIP) pattern, which resulted in a better prognosis than that for UIP pattern. "Increased attenuation around honeycomb and traction bronchiectasis" and "anterior upper lobe honeycomb-like lesion" were found to be highly frequent radiological findings (39% and 30%, respectively). In addition, the latter finding was a significant negative prognostic factor. CONCLUSIONS: Radiological indeterminate for UIP was a useful HRCT classification in MPO-ANCA-positive patients with ILD. In addition, anterior upper lobe honeycomb-like lesion was found to be specific radiological finding that was a significant prognostic factor. The present results might aid in the assessment of appropriate strategies of diagnosis in these patients.


Subject(s)
Lung Diseases, Interstitial/diagnostic imaging , Lung Diseases, Interstitial/pathology , Aged , Aged, 80 and over , Antibodies, Antineutrophil Cytoplasmic , Chronic Disease , Female , Humans , Idiopathic Pulmonary Fibrosis , Japan/epidemiology , Lung Diseases, Interstitial/mortality , Male , Middle Aged , Peroxidase , Prognosis
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