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Martínez, Fernando J.

https://orcid.org/0000-0002-2412-3182

Mayo Clinic

University of Massachusetts Chan Medical School

Citations 46

Expert Consensus on the Screening, Treatment, and Management of Patients with Systemic Sclerosis-Associated Interstitial Lung Disease (SSc-ILD), and the Potential Future Role of Anti-fibrotics[asterisk] in a Treatment Paradigm for SSc-ILD: A Delphi Consens
Rahaghi, Franck , Strek, Mary E. , Southern, Brian D. , Saggar, Rajeev, Hsu, Vivien , Steen, Virginia , Domsic, Robyn T. , Rosas, Iván O. , Kaner, R.J. , Bhatt, Navin, Flaherty, Kevin R. , Patel, N. , Shlobin, Oksana A. , Castelino, Flavia V. , Kahaleh, Bashar , Moua, Teng , Volkmann, Elizabeth R. , Mayes, Maureen D. , Silver, Richard M. , Gupta, Nishant , Martínez, Fernando J. , Morrow, Lee E. , Bernstein, Elana J. , Chung, L., Khanna, Dinesh

C101. NON-IDIOPATHIC INTERSTITIAL PNEUMONIA NATURAL HISTORY AND PROGNOSIS AND ILD THERAPY | August 26, 2019 | Volume: No volume available | Issue: No issue available | Pages: A7445-A7445

10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a7445 Get It

Clinical Utility Analysis of the Envisia Genomic Classifier
Flaherty, Kevin R. , Groshong, Steve D. , Larsen, Brandon T. , Gauhar, Umair, Benzaquen, Sadia , Calero, Karel , Hagmeyer, Lars , Neville, Hannah, Pankratz, Daniel G., Choi, Y. , Huang, Jing , Lofaro, Lori , Lynch, David A. , Chung, Jonathan Hero , Lederer, David J. , Kennedy, G., Martínez, Fernando J.

D12. ILD: DIAGNOSIS AND PROGNOSIS | August 26, 2019 | Volume: No volume available | Issue: No issue available | Pages: A5837-A5837

10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a5837 Get It

β-Blocker Therapy and Clinical Outcomes in Patients with Moderate Chronic Obstructive Pulmonary Disease and Heightened Cardiovascular Risk. An Observational Substudy of SUMMIT
McAllister, David , Anderson, Julie A. , Celli, Bartolomé R. , Gallot, Natacha, Scanlon, Paul D., Yates, Julie , Vestbo, Jørgen , Newby, David E. , Dransfield, Mark T. , Brook, Robert D. , Calverley, Peter M.A. , Crim, Courtney C. , Martínez, Fernando J. , Vestbo, Jørgen , Newby, David E

Annals of the American Thoracic Society | February 6, 2018 | Volume: 15 | Issue: 5 | Pages: 608-614

10.1513/annalsats.201708-626oc Get It

Abstract Rationale Cardiovascular disease is a common comorbidity in patients with chronic obstructive pulmonary disease. Although β-blockers can be used safely in patients with chronic obstructive pulmonary disease, concerns remain regarding safety and efficacy interactions in patients using concomitant inhaled long-acting β-agonists. Objectives To compare the differential effects of long-acting β-agonist or inhaled corticosteroid use on clinical outcomes in patients with heightened cardiovascular risk treated and not treated with β-blockers. Methods We examined data from 16,485 participants in the SUMMIT study (Study to Understand Mortality and Morbidity in COPD) who were randomized to once-daily inhaled fluticasone furoate, vilanterol, fluticasone furoate/vilanterol combination, or placebo and examined the associations between treatment allocation and lung function, chronic obstructive pulmonary disease exacerbations, cardiovascular events, and all-cause mortality, stratified by baseline β-blocker therapy. Results Baseline β-blocker therapy was used by 31% (n = 5,159) of SUMMIT participants. There was no evidence of an interaction between baseline β-blocker therapy and the association between inhaled treatments and forced expiratory volume in 1 second at 3 months (P = 0.27), 6 months (P = 0.14), or 12 months (P = 0.33). The placebo-adjusted mean differences in post-bronchodilator forced expiratory volume in 1 second at 3 months in the vilanterol-alone group were 58 ml (95% confidence interval, 38–78) in those receiving baseline β-blocker therapy and 51 ml (95% confidence interval, 38–65) in those not receiving baseline β-blocker therapy. The placebo-adjusted mean differences in post-bronchodilator forced expiratory volume in 1 second at 3 months in the combination fluticasone furoate/vilanterol group were 85 ml (95% confidence interval, 65–105) in those receiving baseline β-blocker therapy and 68 ml (95% confidence interval, 54–82) in those not receiving baseline β-blocker therapy. Overall, there was no evidence of interaction by randomized treatment, including vilanterol alone or in combination with fluticasone furoate, for chronic obstructive pulmonary disease exacerbations (P = 0.18), cardiovascular composite events (P = 0.33), and all-cause mortality (P = 0.41). Conclusions There is no evidence to suggest that baseline β-blocker therapy reduces the respiratory benefits or increases the cardiovascular risk of inhaled long-acting β-agonists in patients with chronic obstructive pulmonary disease and heightened cardiovascular risk. Clinical trial registered with www.clinicaltrials.gov (NCT01313676).
Reply: Improving Care for Patients with Interstitial Lung Disease, Using Machine Learning, Requires Transparency and Reproducibility
Kennedy, Giulia C., Barth, Neil M., Walsh, P. Sean, Huang, Jing , Pankratz, Daniel G., Choi, Yoonha, Fedorowicz, Grazyna, Anderson, Jessica, Raghu, Ganesh , Colby, Thomas V. , Lynch, David A. , Brown, Kevin K. , Groshong, Steve D. , Flaherty, Kevin R., Steele, Mark P., Martínez, Fernando J. , Myers, Jeffrey L. , Flaherty, Kevin R.

Annals of the American Thoracic Society | October 23, 2017 | Volume: 14 | Issue: 12 | Pages: 1864-1865

10.1513/annalsats.201708-654le Get It

Usual Interstitial Pneumonia Can Be Detected in Transbronchial Biopsies Using Machine Learning
Pankratz, Daniel G., Choi, Yoonha, Imtiaz, Urooj, Fedorowicz, Grazyna, Anderson, Jessica, Colby, Thomas V. , Lynch, David A. , Brown, Kevin K. , Flaherty, Kevin R. , Steele, Mark P., Groshong, Steve D. , Raghu, Ganesh , Barth, Neil M., Walsh, P. Sean, Huang, Jing , Kennedy, Giulia C., Myers, Jeffrey L. , Martínez, Fernando J.

Annals of the American Thoracic Society | June 22, 2017 | Volume: 14 | Issue: 11 | Pages: 1646-1654

10.1513/annalsats.201612-947oc Get It

Abstract Rationale Usual interstitial pneumonia (UIP) is the histopathologic hallmark of idiopathic pulmonary fibrosis. Although UIP can be detected by high-resolution computed tomography of the chest, the results are frequently inconclusive, and pathology from transbronchial biopsy (TBB) has poor sensitivity. Surgical lung biopsy may be necessary for a definitive diagnosis. Objectives To develop a genomic classifier in tissue obtained by TBB that distinguishes UIP from non-UIP, trained against central pathology as the reference standard. Methods Exome enriched RNA sequencing was performed on 283 TBBs from 84 subjects. Machine learning was used to train an algorithm with high rule-in (specificity) performance using specimens from 53 subjects. Performance was evaluated by cross-validation and on an independent test set of specimens from 31 subjects. We explored the feasibility of a single molecular test per subject by combining multiple TBBs from upper and lower lobes. To address whether classifier accuracy depends upon adequate alveolar sampling, we tested for correlation between classifier accuracy and expression of alveolar-specific genes. Results The top-performing algorithm distinguishes UIP from non-UIP conditions in single TBB samples with an area under the receiver operator characteristic curve (AUC) of 0.86, with specificity of 86% (confidence interval = 71–95%) and sensitivity of 63% (confidence interval = 51–74%) (31 test subjects). Performance improves to an AUC of 0.92 when three to five TBB samples per subject are combined at the RNA level for testing. Although we observed a wide range of type I and II alveolar–specific gene expression in TBBs, expression of these transcripts did not correlate with classifier accuracy. Conclusions We demonstrate proof of principle that genomic analysis and machine learning improves the utility of TBB for the diagnosis of UIP, with greater sensitivity and specificity than pathology in TBB alone. Combining multiple individual subject samples results in increased test accuracy over single sample testing. This approach requires validation in an independent cohort of subjects before application in the clinic.
Integrated Genomics Reveals Convergent Transcriptomic Networks Underlying Chronic Obstructive Pulmonary Disease and Idiopathic Pulmonary Fibrosis
Kusko, Rebecca , Brothers, John F., Tedrow, John , Pandit, Kusum , Huleihel, Luai, Perdomo, Catalina, Liu, Gang , Juan-Guardela, Brenda, Zhang, Sherry , Lenburg, Marc E. , Quackenbush, John , Sciurba, Frank C. , Geraci, Mark W. , Yang, Ivana V. , Beane, Jennifer , Kaminski, Naftali , Limper, Andrew, Spira, Avrum , Kaminski, Naftali , Kass, Daniel J. , Martínez, Fernando J. , Limper, Andrew H. , Schwartz, David A.

American Journal of Respiratory and Critical Care Medicine | April 22, 2016 | Volume: 194 | Issue: 8 | Pages: 948-960

10.1164/rccm.201510-2026oc Get It

Abstract Rationale Despite shared environmental exposures, idiopathic pulmonary fibrosis (IPF) and chronic obstructive pulmonary disease are usually studied in isolation, and the presence of shared molecular mechanisms is unknown. Objectives We applied an integrative genomic approach to identify convergent transcriptomic pathways in emphysema and IPF. Methods We defined the transcriptional repertoire of chronic obstructive pulmonary disease, IPF, or normal histology lungs using RNA-seq (n = 87). Measurements and Main Results Genes increased in both emphysema and IPF relative to control were enriched for the p53/hypoxia pathway, a finding confirmed in an independent cohort using both gene expression arrays and the nCounter Analysis System (n = 193). Immunohistochemistry confirmed overexpression of HIF1A, MDM2, and NFKBIB members of this pathway in tissues from patients with emphysema or IPF. Using reads aligned across splice junctions, we determined that alternative splicing of p53/hypoxia pathway–associated molecules NUMB and PDGFA occurred more frequently in IPF or emphysema compared with control and validated these findings by quantitative polymerase chain reaction and the nCounter Analysis System on an independent sample set (n = 193). Finally, by integrating parallel microRNA and mRNA-Seq data on the same samples, we identified MIR96 as a key novel regulatory hub in the p53/hypoxia gene-expression network and confirmed that modulation of MIR96 in vitro recapitulates the disease-associated gene-expression network. Conclusions Our results suggest convergent transcriptional regulatory hubs in diseases as varied phenotypically as chronic obstructive pulmonary disease and IPF and suggest that these hubs may represent shared key responses of the lung to environmental stresses.
Older Adults with Chronic Lung Disease Report Less Limitation Compared with Younger Adults with Similar Lung Function Impairment
Berry, Cristine E., Thompson, Bruce , Schwarz, Marvin I., Sciurba, Frank C. , Criner, G.J., Wise, Robert A. , Han, MeiLan King , Limper, Andrew H. , Martínez, Fernando J. , Wise, Robert , Thompson, Bruce R.

Annals of the American Thoracic Society | December 4, 2014 | Volume: 12 | Issue: 1 | Pages: 21-26

10.1513/annalsats.201407-312oc Get It

Abstract Rationale Disability guidelines are often based on pulmonary function testing, but factors other than lung function influence how an individual experiences physiologic impairment. Age may impact the perception of impairment in adults with chronic lung disease. Objectives To determine if self-report of physical functional impairment differs between older adults with chronic lung disease compared with younger adults with similar degrees of lung function impairment. Methods The Lung Tissue Research Consortium provided data on 981 participants with chronic obstructive pulmonary disease and interstitial lung disease who were well characterized with clinical, radiological, and pathological diagnoses. We used multiple logistic regression to determine if responses to health status questions (from the Short Form-12 and St. George’s Respiratory Questionnaire) related to perception of impairment differed in older adults (age ≥ 65 yr, n = 427) compared with younger adults (age < 65 yr, n = 393). Measurements and Main Results Pulmonary function was higher in older adults (median FEV1 %, 70) compared with younger adults (median FEV1 %, 62) (P < 0.001), whereas the median 6-minute-walk distance was similar between groups (372 m vs. 388 m, P = 0.21). After adjusting for potential confounders, older adults were less likely to report that their health limited them significantly in performing moderate activities (odds ratio [OR], 0.36; 95% confidence interval [CI], 0.22–0.58) or climbing several flights of stairs (OR, 0.51; 95% CI, 0.34–0.77). The odds of reporting that their physical health limited the kinds of activities they performed were reduced by 63% in older adults (OR, 0.37; 95% CI, 0.24–0.58), and, similarly, the odds of reporting that their health caused them to accomplish less than they would like were also lower in older adults (OR, 0.39; 95% CI, 0.25–0.60). The OR for reporting that their breathing problem stops them from doing most things or everything was 0.35 (95% CI, 0.22–0.55) in older adults versus younger adults. Conclusions Older adults with chronic lung disease were less likely to report significant impairment in their activities compared with younger adults, suggesting they may perceive less limitation.
Predictors of Chronic Obstructive Pulmonary Disease Exacerbation Reduction in Response to Daily Azithromycin Therapy
Tayob, Nabihah , Murray, Susan , Washko, George R. , Scanlon, Paul D., Casaburi, Richard , Connett, John E. , Lazarus, Stephen C. , Albert, Richard , Woodruff, Prescott G. , Han, MeiLan King , Dransfield, Mark T. , Criner, Gerard J. , Martínez, Fernando J.

American Journal of Respiratory and Critical Care Medicine | April 29, 2014 | Volume: 189 | Issue: 12 | Pages: 1503-1508

10.1164/rccm.201402-0207oc Get It

Abstract Rationale Daily azithromycin decreases acute exacerbations of chronic obstructive pulmonary disease (AECOPD), but long-term side effects are unknown. Objectives To identify the types of exacerbations most likely to be reduced and clinical subgroups most likely to benefit from azithromycin, 250 mg daily, added to usual care. Methods Enrollment criteria included irreversible airflow limitation and AECOPD requiring corticosteroids, emergency department visit, or hospitalization in the prior year or use of supplemental oxygen. Recurrent events and cumulative incidence analyses compared treatment received for AECOPD by randomization group, stratified by subgroups of interest. Cox proportional hazards models estimated treatment effects in subgroups adjusted for age, sex, smoking status, FEV1% predicted, concomitant COPD medications, and oxygen use. Measurements and Main Results Azithromycin was most effective in reducing AECOPD requiring both antibiotic and steroid treatment (n = 1,113; cumulative incidence analysis, P = 0.0002; recurrent events analysis, P = 0.002). No difference in treatment response by sex (P = 0.75), presence of chronic bronchitis (P = 0.19), concomitant inhaled therapy (P = 0.29), or supplemental oxygen use (P = 0.23) was observed. Older age and milder Global Initiative for Chronic Obstructive Lung Disease stage were associated with better treatment response (P = 0.02 and 0.04, respectively). A significant interaction between treatment and current smoking was seen (P = 0.03) and azithromycin did not reduce exacerbations in current smokers (hazard ratio, 0.99; 95% confidence interval, 0.71–1.38; P = 0.95). Conclusions Azithromycin is most effective in preventing AECOPD requiring both antibiotic and steroid treatment. Adjusting for confounders, we saw no difference in efficacy by sex, history of chronic bronchitis, oxygen use, or concomitant COPD therapy. Greater efficacy was seen in older patients and milder Global Initiative for Chronic Obstructive Lung Disease stages. We found little evidence of treatment effect among current smokers. Clinical trial registered with www.clinicaltrials.gov (NCT0011986 and NCT00325897).
Histopathologic Variability in Usual and Nonspecific Interstitial Pneumonias
FLAHERTY, KEVIN R., Colby, Thomas V. , Toews, Galen B., Kazerooni, Ella A. , Gross, Barry H., Strawderman, Robert L. , Flint, Andrew , Lynch, Joseph P., FLAHERTY, KEVIN R., Travis, William D. , Jain, Arvind Kumar , Martínez, Fernando J.

American Journal of Respiratory and Critical Care Medicine | April 4, 2013 | Volume: 164 | Issue: 9 | Pages: 1722-1727

10.1164/ajrccm.164.9.2103074 Get It

Abstract Findings of surgical lung biopsy (SLB) are important in categorizing patients with idiopathic interstitial pneumonia (IIP). We investigated whether histologic variability would be evident in SLB specimens from multiple lobes in patients with IIP. SLBs from 168 patients, 109 of whom had multiple lobes biopsied, were reviewed by three pathologists. A diagnosis was assigned to each lobe. A different diagnosis was found between lobes in 26% of the patients. Patients with usual interstitial pneumonia (UIP) in all lobes were categorized as concordant for UIP (n = 51) and those with UIP in at least one lobe were categorized as discordant for UIP (n = 28). Patients with nonspecific interstitial pneumonia (NSIP) in all lobes were categorized as having fibrotic (n = 25) or cellular NSIP (n = 5). No consistent distribution of lobar histology was noted. Patients concordant for UIP were older (63 ± 9 [mean ± SD] yr; p < 0.05 as compared with all other groups) than those discordant for UIP (57 ± 12 yr) or with fibrotic NSIP (56 ± 11 yr) or cellular NSIP (50 ± 9 yr). Semiquantitative high-resolution computed tomography demonstrated a varied profusion of fibrosis (p < 0.05 for all group comparisons), with more fibrosis in concordant UIP (2.13 ± 0.62) than in discordant UIP (1.42 ± 0.73), fibrotic NSIP (0.83 ± 0.58), or cellular NSIP (0.44 ± 0.42). Survival was better for patients with NSIP than for those in both UIP groups (p < 0.001), although survival in the two UIP groups was comparable (p = 0.16). Lobar histologic variability is frequent in patients with IIP, patients with a histologic pattern of UIP in any lobe should be classified as having UIP.