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Items: 1 to 50 of 214

1.

Mepolizumab in the treatment of eosinophilic chronic obstructive pulmonary disease.

Mkorombindo T, Dransfield MT.

Int J Chron Obstruct Pulmon Dis. 2019 Aug 7;14:1779-1787. doi: 10.2147/COPD.S162781. eCollection 2019.

2.

Misinterpretation of time-to-first event curves can lead to inappropriate treatment.

Hartley B, Criner GJ, Dransfield MT, Halpin DMG, Han MK, Jones CE, Kilbride S, Lange P, Lipson DA, Lomas DA, Martin N, Martinez FJ, Singh D, Wise RA, Lettis S.

Eur Respir J. 2019 Sep 5;54(3). pii: 1900634. doi: 10.1183/13993003.00634-2019. Print 2019 Sep. No abstract available.

PMID:
31488584
3.

Radiographic Lung Volumes Predict Progression to COPD in Smokers with Preserved Spirometry in SPIROMICS.

Arjomandi M, Zeng S, Barjaktarevic I, Barr RG, Bleecker ER, Bowler RP, Buhr RG, Criner GJ, Comellas AP, Cooper CB, Couper DJ, Curtis JL, Dransfield MT, Han MK, Hansel NN, Hoffman EA, Kaner RJ, Kanner RE, Krishnan JA, Paine R 3rd, Peters SP, Rennard SI, Woodruff PG; SPIROMICS Investigators.

Eur Respir J. 2019 Aug 22. pii: 1802214. doi: 10.1183/13993003.02214-2018. [Epub ahead of print]

PMID:
31439683
4.

COPD exacerbations and MACE: More than a chance encounter?

Mkorombindo T, Dransfield MT.

Respirology. 2019 Aug 21. doi: 10.1111/resp.13683. [Epub ahead of print] No abstract available.

5.

Reply to: Video Telehealth and Pulmonary Rehabilitation: Need for a Better Understanding.

Bhatt SP, Dransfield MT.

Am J Respir Crit Care Med. 2019 Aug 6. doi: 10.1164/rccm.201907-1486LE. [Epub ahead of print] No abstract available.

PMID:
31386818
6.

Adult Life-Course Trajectories of Lung Function and the Development of Emphysema: The CARDIA Lung Study.

Washko GR, Colangelo LA, Estépar RSJ, Ash SY, Bhatt SP, Okajima Y, Liu K, Jacobs, Iribarren C, Thyagarajan BT, Lewis CE, Kumar R, Han MK, Dransfield MT, Carnethon, Kalhan R.

Am J Med. 2019 Jul 29. pii: S0002-9343(19)30600-X. doi: 10.1016/j.amjmed.2019.06.049. [Epub ahead of print]

PMID:
31369720
7.

Adherence to Pulmonary Rehabilitation in COPD: A QUALITATIVE EXPLORATION OF PATIENT PERSPECTIVES ON BARRIERS AND FACILITATORS.

Oates GR, Niranjan SJ, Ott C, Scarinci IC, Schumann C, Parekh T, Dransfield MT.

J Cardiopulm Rehabil Prev. 2019 Sep;39(5):344-349. doi: 10.1097/HCR.0000000000000436.

PMID:
31348127
8.

Reply to: Not all Home-Based Exercise Programs are Home-Based Pulmonary Rehabilitation Programs.

Bhatt SP, Dransfield MT.

Am J Respir Crit Care Med. 2019 Jul 25. doi: 10.1164/rccm.201907-1287LE. [Epub ahead of print] No abstract available.

PMID:
31343262
9.

Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.

Pascoe S, Barnes N, Brusselle G, Compton C, Criner GJ, Dransfield MT, Halpin DMG, Han MK, Hartley B, Lange P, Lettis S, Lipson DA, Lomas DA, Martinez FJ, Papi A, Roche N, van der Valk RJP, Wise R, Singh D.

Lancet Respir Med. 2019 Sep;7(9):745-756. doi: 10.1016/S2213-2600(19)30190-0. Epub 2019 Jul 4.

PMID:
31281061
10.

Application of the community health worker model in adult asthma and COPD in the U.S.: a systematic review.

Parekh TM, Copeland CR, Dransfield MT, Cherrington A.

BMC Pulm Med. 2019 Jun 26;19(1):116. doi: 10.1186/s12890-019-0878-7.

11.

Discriminative Accuracy of FEV1:FVC Thresholds for COPD-Related Hospitalization and Mortality.

Bhatt SP, Balte PP, Schwartz JE, Cassano PA, Couper D, Jacobs DR Jr, Kalhan R, O'Connor GT, Yende S, Sanders JL, Umans JG, Dransfield MT, Chaves PH, White WB, Oelsner EC.

JAMA. 2019 Jun 25;321(24):2438-2447. doi: 10.1001/jama.2019.7233.

PMID:
31237643
12.

Clinical Epidemiology of COPD: Insights From 10 Years of the COPDGene Study.

Maselli DJ, Bhatt SP, Anzueto A, Bowler RP, DeMeo DL, Diaz AA, Dransfield MT, Fawzy A, Foreman MG, Hanania NA, Hersh CP, Kim V, Kinney GL, Putcha N, Wan ES, Wells JM, Westney GE, Young KA, Silverman EK, Han MK, Make BJ.

Chest. 2019 Aug;156(2):228-238. doi: 10.1016/j.chest.2019.04.135. Epub 2019 May 30. Review.

PMID:
31154041
13.

Eosinophil-guided treatment of COPD exacerbations: unfinished business.

Mkorombindo T, Dransfield M.

Lancet Respir Med. 2019 Aug;7(8):647-648. doi: 10.1016/S2213-2600(19)30179-1. Epub 2019 May 20. No abstract available.

PMID:
31122897
14.

It's more than low BMI: prevalence of cachexia and associated mortality in COPD.

McDonald MN, Wouters EFM, Rutten E, Casaburi R, Rennard SI, Lomas DA, Bamman M, Celli B, Agusti A, Tal-Singer R, Hersh CP, Dransfield M, Silverman EK.

Respir Res. 2019 May 22;20(1):100. doi: 10.1186/s12931-019-1073-3.

15.

Determinants of cigarette smoking status in a national cohort of black and white adult ever smokers in the USA: a cross-sectional analysis of the REGARDS study.

Parekh TM, Wu C, McClure LA, Howard VJ, Cushman M, Malek AM, Harrington KF, Cherrington AL, Dransfield MT, Bhatia S.

BMJ Open. 2019 May 10;9(5):e027175. doi: 10.1136/bmjopen-2018-027175.

16.

Towards eradication of chronic obstructive pulmonary disease: a Lancet Commission.

Dransfield M, Stolz D, Kleinert S; Lancet COPD Commissioners.

Lancet. 2019 May 4;393(10183):1786-1788. doi: 10.1016/S0140-6736(19)30950-X. No abstract available. Erratum in: Lancet. 2019 May 18;393(10185):2038.

PMID:
31057152
17.

A Formative Evaluation of Patient and Family Caregiver Perspectives on Early Palliative Care in Chronic Obstructive Pulmonary Disease across Disease Severity.

Iyer AS, Dionne-Odom JN, Ford SM, Crump Tims SL, Sockwell ED, Ivankova NV, Brown CJ, Tucker RO, Dransfield MT, Bakitas MA.

Ann Am Thorac Soc. 2019 Aug;16(8):1024-1033. doi: 10.1513/AnnalsATS.201902-112OC.

PMID:
31039003
18.

Video Telehealth Pulmonary Rehabilitation Intervention in Chronic Obstructive Pulmonary Disease Reduces 30-Day Readmissions.

Bhatt SP, Patel SB, Anderson EM, Baugh D, Givens T, Schumann C, Sanders JG, Windham ST, Cutter GR, Dransfield MT.

Am J Respir Crit Care Med. 2019 Aug 15;200(4):511-513. doi: 10.1164/rccm.201902-0314LE. No abstract available.

PMID:
30978302
19.

A Genetic Risk Score Associated with Chronic Obstructive Pulmonary Disease Susceptibility and Lung Structure on Computed Tomography.

Oelsner EC, Ortega VE, Smith BM, Nguyen JN, Manichaikul AW, Hoffman EA, Guo X, Taylor KD, Woodruff PG, Couper DJ, Hansel NN, Martinez FJ, Paine R 3rd, Han MK, Cooper C, Dransfield MT, Criner G, Krishnan JA, Bowler R, Bleecker ER, Peters S, Rich SS, Meyers DA, Rotter JI, Barr RG.

Am J Respir Crit Care Med. 2019 Sep 15;200(6):721-731. doi: 10.1164/rccm.201812-2355OC.

PMID:
30925230
20.

Combined Forced Expiratory Volume in 1 Second and Forced Vital Capacity Bronchodilator Response, Exacerbations, and Mortality in Chronic Obstructive Pulmonary Disease.

Fortis S, Comellas A, Make BJ, Hersh CP, Bodduluri S, Georgopoulos D, Kim V, Criner GJ, Dransfield MT, Bhatt SP; COPDGene Investigators–Core Units: <italic>Administrative Center</italic>, COPDGene Investigators–Clinical Centers: <italic>Ann Arbor VA</italic>.

Ann Am Thorac Soc. 2019 Jul;16(7):826-835. doi: 10.1513/AnnalsATS.201809-601OC.

PMID:
30908927
21.

The Peak Index: Spirometry Metric for Airflow Obstruction Severity and Heterogeneity.

Bhatt SP, Bodduluri S, Raghav V, Bhakta NR, Wilson CG, Kim YI, Eberlein M, Sciurba FC, Han MK, Dransfield MT, Nakhmani A.

Ann Am Thorac Soc. 2019 Aug;16(8):982-989. doi: 10.1513/AnnalsATS.201811-812OC.

PMID:
30865842
22.

Effect of daily azithromycin therapy and adherence on readmission risk in COPD.

Krishnan JK, Voelker H, Connett JE, Niewoehner DE, Albert RK, Scanlon PD, Criner GJ, Dransfield MT, Han MK, Martinez FJ; COPD Clinical Research Network Investigators.

Eur Respir J. 2019 Mar 18;53(3). pii: 1801377. doi: 10.1183/13993003.01377-2018. Print 2019 Mar. No abstract available.

PMID:
30819817
23.

Impact of pre-enrolment medication use on clinical outcomes in SUMMIT.

Vestbo J, Dransfield M, Anderson JA, Brook RD, Calverley PMA, Celli BR, Cowans NJ, Crim C, Martinez F, Newby DE, Yates J, Lange P.

ERJ Open Res. 2019 Feb 25;5(1). pii: 00203-2018. doi: 10.1183/23120541.00203-2018. eCollection 2019 Feb.

24.

Chronic Obstructive Pulmonary Disease in America's Black Population.

Ejike CO, Dransfield MT, Hansel NN, Putcha N, Raju S, Martinez CH, Han MK.

Am J Respir Crit Care Med. 2019 Aug 15;200(4):423-430. doi: 10.1164/rccm.201810-1909PP. No abstract available.

PMID:
30789750
25.

Symptoms of anxiety and depression and use of anxiolytic-hypnotics and antidepressants in current and former smokers with and without COPD - A cross sectional analysis of the COPDGene cohort.

Iyer AS, Holm KE, Bhatt SP, Kim V, Kinney GL, Wamboldt FS, Jacobs MR, Regan EA, Armstrong HF, Lowe KE, Martinez CH, Dransfield MT, Foreman MG, Shinozaki G, Hanania NA, Wise RA, Make BJ, Hoth KF; COPDGene Investigators.

J Psychosom Res. 2019 Mar;118:18-26. doi: 10.1016/j.jpsychores.2019.01.002. Epub 2019 Jan 7.

PMID:
30782350
26.

Arterial Vascular Pruning, Right Ventricular Size, and Clinical Outcomes in Chronic Obstructive Pulmonary Disease. A Longitudinal Observational Study.

Washko GR, Nardelli P, Ash SY, Vegas Sanchez-Ferrero G, Rahaghi FN, Come CE, Dransfield MT, Kalhan R, Han MK, Bhatt SP, Wells JM, Aaron CP, Diaz AA, Ross JC, Cuttica MJ, Labaki WW, Querejeta Roca G, Shah AM, Young K, Kinney GL, Hokanson JE, Agustí A, San José Estépar R.

Am J Respir Crit Care Med. 2019 Aug 15;200(4):454-461. doi: 10.1164/rccm.201811-2063OC.

PMID:
30758975
27.

Reducing Chronic Obstructive Pulmonary Disease Hospital Readmissions. An Official American Thoracic Society Workshop Report.

Press VG, Au DH, Bourbeau J, Dransfield MT, Gershon AS, Krishnan JA, Mularski RA, Sciurba FC, Sullivan J, Feemster LC.

Ann Am Thorac Soc. 2019 Feb;16(2):161-170. doi: 10.1513/AnnalsATS.201811-755WS.

PMID:
30707066
28.

Systemic Markers of Inflammation in Smokers With Symptoms Despite Preserved Spirometry in SPIROMICS.

Garudadri S, Woodruff PG, Han MK, Curtis JL, Barr RG, Bleecker ER, Bowler RP, Comellas A, Cooper CB, Criner G, Dransfield MT, Hansel NN, Paine R 3rd, Krishnan JA, Peters SP, Hastie AT, Martinez FJ, O'Neal WK, Couper DJ, Alexis NE, Christenson SA.

Chest. 2019 May;155(5):908-917. doi: 10.1016/j.chest.2018.12.022. Epub 2019 Jan 23.

PMID:
30684474
29.

Safety and Tolerability of Comprehensive Research Bronchoscopy in Chronic Obstructive Pulmonary Disease. Results from the SPIROMICS Bronchoscopy Substudy.

Wells JM, Arenberg DA, Barjaktarevic I, Bhatt SP, Bowler RP, Christenson SA, Couper DJ, Dransfield MT, Han MK, Hoffman EA, Kaner RJ, Kim V, Kleerup E, Martinez FJ, Moore WC, O'Beirne SL, Paine R 3rd, Putcha N, Raman SM, Barr RG, Rennard SI, Woodruff PG, Curtis JL.

Ann Am Thorac Soc. 2019 Apr;16(4):439-446. doi: 10.1513/AnnalsATS.201807-441OC.

PMID:
30653926
30.

Activated PMN Exosomes: Pathogenic Entities Causing Matrix Destruction and Disease in the Lung.

Genschmer KR, Russell DW, Lal C, Szul T, Bratcher PE, Noerager BD, Abdul Roda M, Xu X, Rezonzew G, Viera L, Dobosh BS, Margaroli C, Abdalla TH, King RW, McNicholas CM, Wells JM, Dransfield MT, Tirouvanziam R, Gaggar A, Blalock JE.

Cell. 2019 Jan 10;176(1-2):113-126.e15. doi: 10.1016/j.cell.2018.12.002.

PMID:
30633902
31.

Aspirin Use and Respiratory Morbidity in COPD: A Propensity Score-Matched Analysis in Subpopulations and Intermediate Outcome Measures in COPD Study.

Fawzy A, Putcha N, Aaron CP, Bowler RP, Comellas AP, Cooper CB, Dransfield MT, Han MK, Hoffman EA, Kanner RE, Krishnan JA, Labaki WW, Paine R 3rd, Paulin LM, Peters SP, Wise R, Barr RG, Hansel NN; SPIROMICS Investigators.

Chest. 2019 Mar;155(3):519-527. doi: 10.1016/j.chest.2018.11.028. Epub 2018 Dec 26.

PMID:
30593776
32.

Race and Gender Disparities are Evident in COPD Underdiagnoses Across all Severities of Measured Airflow Obstruction.

Mamary AJ, Stewart JI, Kinney GL, Hokanson JE, Shenoy K, Dransfield MT, Foreman MG, Vance GB, Criner GJ; COPDGene® Investigators.

Chronic Obstr Pulm Dis. 2018 Jul 2;5(3):177-184. doi: 10.15326/jcopdf.5.3.2017.0145.

33.

Centrilobular emphysema and coronary artery calcification: mediation analysis in the SPIROMICS cohort.

Bhatt SP, Nath HP, Kim YI, Ramachandran R, Watts JR, Terry NLJ, Sonavane S, Deshmane SP, Woodruff PG, Oelsner EC, Bodduluri S, Han MK, Labaki WW, Michael Wells J, Martinez FJ, Barr RG, Dransfield MT; SPIROMICS investigators.

Respir Res. 2018 Dec 18;19(1):257. doi: 10.1186/s12931-018-0946-1.

34.

Lung Function in Young Adults and Risk of Cardiovascular Events Over 29 Years: The CARDIA Study.

Cuttica MJ, Colangelo LA, Dransfield MT, Bhatt SP, Rana JS, Jacobs DR Jr, Thyagarajan B, Sidney S, Lewis CE, Liu K, Lloyd-Jones D, Washko G, Kalhan R.

J Am Heart Assoc. 2018 Dec 18;7(24):e010672. doi: 10.1161/JAHA.118.010672.

35.

Airway fractal dimension predicts respiratory morbidity and mortality in COPD.

Bodduluri S, Puliyakote ASK, Gerard SE, Reinhardt JM, Hoffman EA, Newell JD Jr, Nath HP, Han MK, Washko GR, San José Estépar R, Dransfield MT, Bhatt SP; COPDGene Investigators.

J Clin Invest. 2018 Dec 3;128(12):5676. doi: 10.1172/JCI125987. Epub 2018 Dec 3. No abstract available.

36.

New Spirometry Indices for Detecting Mild Airflow Obstruction.

Bhatt SP, Bhakta NR, Wilson CG, Cooper CB, Barjaktarevic I, Bodduluri S, Kim YI, Eberlein M, Woodruff PG, Sciurba FC, Castaldi PJ, Han MK, Dransfield MT, Nakhmani A.

Sci Rep. 2018 Nov 30;8(1):17484. doi: 10.1038/s41598-018-35930-2.

37.

Inflammation and endothelial activation in early adulthood are associated with future emphysema: the CARDIA Lung Study.

Wells JM, Colangelo LA, Sivarajan L, Thyagarajan B, Dransfield MT, Iribarren C, Reyfman PA, Jacobs DR, Washko GR, Kalhan R.

Eur Respir J. 2019 Jan 17;53(1). pii: 1801532. doi: 10.1183/13993003.01532-2018. Print 2019 Jan. No abstract available.

PMID:
30464011
38.

Elevated circulating MMP-9 is linked to increased COPD exacerbation risk in SPIROMICS and COPDGene.

Wells JM, Parker MM, Oster RA, Bowler RP, Dransfield MT, Bhatt SP, Cho MH, Kim V, Curtis JL, Martinez FJ, Paine R 3rd, O'Neal W, Labaki WW, Kaner RJ, Barjaktarevic I, Han MK, Silverman EK, Crapo JD, Barr RG, Woodruff P, Castaldi PJ, Gaggar A, Investigators TSAC.

JCI Insight. 2018 Nov 15;3(22). pii: 123614. doi: 10.1172/jci.insight.123614.

39.

Interpreting Recent Developments in COPD Treatments.

Sethi S, Dransfield MT.

J Fam Pract. 2018 Oct;67(10 Suppl):S33-S39. No abstract available.

PMID:
30423009
40.

Heme scavenging reduces pulmonary endoplasmic reticulum stress, fibrosis, and emphysema.

Aggarwal S, Ahmad I, Lam A, Carlisle MA, Li C, Wells JM, Raju SV, Athar M, Rowe SM, Dransfield MT, Matalon S.

JCI Insight. 2018 Nov 2;3(21). pii: 120694. doi: 10.1172/jci.insight.120694.

41.

Genomics and response to long-term oxygen therapy in chronic obstructive pulmonary disease.

Seo M, Qiu W, Bailey W, Criner GJ, Dransfield MT, Fuhlbrigge AL, Reilly JJ, Scholand MB, Castaldi P, Chase R, Parker M, Saferali A, Yun JH, Crapo JD, Cho MH, Beaty TH, Silverman EK, Hersh CP.

J Mol Med (Berl). 2018 Dec;96(12):1375-1385. doi: 10.1007/s00109-018-1708-8. Epub 2018 Oct 23.

PMID:
30353303
42.

Occupational Exposures and Computed Tomographic Imaging Characteristics in the SPIROMICS Cohort.

Paulin LM, Smith BM, Koch A, Han M, Hoffman EA, Martinez C, Ejike C, Blanc PD, Rous J, Barr RG, Peters SP, Paine R 3rd, Pirozzi C, Cooper CB, Dransfield MT, Comellas AP, Kanner RE, Drummond MB, Putcha N, Hansel NN.

Ann Am Thorac Soc. 2018 Dec;15(12):1411-1419. doi: 10.1513/AnnalsATS.201802-150OC.

PMID:
30339479
43.

Airway fractal dimension predicts respiratory morbidity and mortality in COPD.

Bodduluri S, Puliyakote ASK, Gerard SE, Reinhardt JM, Hoffman EA, Newell JD Jr, Nath HP, Han MK, Washko GR, San José Estépar R, Dransfield MT, Bhatt SP; COPDGene Investigators.

J Clin Invest. 2018 Dec 3;128(12):5374-5382. doi: 10.1172/JCI120693. Epub 2018 Oct 29. Erratum in: J Clin Invest. 2018 Dec 3;128(12):5676.

44.

Life-Space mobility and clinical outcomes in COPD.

Iyer AS, Wells JM, Bhatt SP, Kirkpatrick DP, Sawyer P, Brown CJ, Allman RM, Bakitas MA, Dransfield MT.

Int J Chron Obstruct Pulmon Dis. 2018 Sep 4;13:2731-2738. doi: 10.2147/COPD.S170887. eCollection 2018.

45.

Acquired Cystic Fibrosis Transmembrane Conductance Regulator Dysfunction and Radiographic Bronchiectasis in Current and Former Smokers: A Cross-Sectional Study.

Teerapuncharoen K, Wells JM, Raju SV, Raraigh KS, Atalar Aksit M, Cutting GR, Rasmussen L, Nath PH, Bhatt SP, Solomon GM, Dransfield MT, Rowe SM.

Ann Am Thorac Soc. 2019 Jan;16(1):150-153. doi: 10.1513/AnnalsATS.201805-325RL. No abstract available.

PMID:
30230364
46.

Alignment of Inhaled Chronic Obstructive Pulmonary Disease Therapies with Published Strategies. Analysis of the Global Initiative for Chronic Obstructive Lung Disease Recommendations in SPIROMICS.

Ghosh S, Anderson WH, Putcha N, Han MK, Curtis JL, Criner GJ, Dransfield MT, Barr RG, Krishnan JA, Lazarus SC, Cooper CB, Paine R 3rd, Peters SP, Hansel NN, Martinez FJ, Drummond MB; Current and former investigators of the SPIROMICS sites and reading centers.

Ann Am Thorac Soc. 2019 Feb;16(2):200-208. doi: 10.1513/AnnalsATS.201804-283OC.

PMID:
30216731
47.

Life-Course Smoking Trajectories and Risk for Emphysema in Middle Age: The CARDIA Lung Study.

Mathew AR, Bhatt SP, Colangelo LA, Allen NB, Jacobs DR Jr, Auer R, Dransfield MT, Hitsman B, Washko GR, Kalhan R.

Am J Respir Crit Care Med. 2019 Jan 15;199(2):237-240. doi: 10.1164/rccm.201808-1568LE. No abstract available.

PMID:
30215529
48.

The use of a standardized order set reduces systemic corticosteroid dose and length of stay for individuals hospitalized with acute exacerbations of COPD: a cohort study.

Gulati S, Zouk AN, Kalehoff JP, Wren CS, Davison PN, Kirkpatrick DP, Bhatt SP, Dransfield MT, Wells JM.

Int J Chron Obstruct Pulmon Dis. 2018 Jul 27;13:2271-2278. doi: 10.2147/COPD.S165665. eCollection 2018.

49.

Genome-wide association study of lung function and clinical implication in heavy smokers.

Li X, Ortega VE, Ampleford EJ, Graham Barr R, Christenson SA, Cooper CB, Couper D, Dransfield MT, Han MLK, Hansel NN, Hoffman EA, Kanner RE, Kleerup EC, Martinez FJ, Paine R 3rd, Woodruff PG, Hawkins GA, Bleecker ER, Meyers DA; SPIROMICS Research Group.

BMC Med Genet. 2018 Aug 1;19(1):134. doi: 10.1186/s12881-018-0656-z.

50.

Unique Lipid Signatures of Extracellular Vesicles from the Airways of Asthmatics.

Hough KP, Wilson LS, Trevor JL, Strenkowski JG, Maina N, Kim YI, Spell ML, Wang Y, Chanda D, Dager JR, Sharma NS, Curtiss M, Antony VB, Dransfield MT, Chaplin DD, Steele C, Barnes S, Duncan SR, Prasain JK, Thannickal VJ, Deshane JS.

Sci Rep. 2018 Jul 9;8(1):10340. doi: 10.1038/s41598-018-28655-9.

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