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Lentz, Robert J.

https://orcid.org/0000-0002-8186-0832

Mayo Clinic

Vanderbilt University Medical Center

Citations 5

Bronchoscopic lung volume reduction: model for assisted target lobe selection
Hostetter, Logan , Brown, Leah M, Rajagopalan, Srinivasan , Dulohery-Scrodin, Megan, Edell, Eric S. , Lester, Michael , Maldonado, Fabien , Lentz, Robert J. , Bartholmai, Brian J. , Peikert, Tobias, Dulohery-Scrodin, Megan M, Bartholmai, Brian J , Brown, Leah M

BMJ Open Respiratory Research | June 5, 2025 | Volume: 12 | Issue: 1 | Pages: e002903

10.1136/bmjresp-2024-002903 Get It

Introduction Bronchoscopic lung volume reduction with endobronchial valves (EBV) is an effective procedure for patient with severe emphysema to improve lung function, exercise tolerance, dyspnoea and quality of life. Optimisation of patient and treatment lobe selection is essential for successful EBV outcomes. While clinical selection criteria are rigorous, many centres use a multidisciplinary team and rely on previous clinical experience for the selection process. To aid objective clinical decision making, we present a mathematical model to facilitate patient and target lobe selection. Methods A multidisciplinary team reviewed quantitative high-resolution computed tomography (HRCT) analysis from 119 patients to select candidates for EBV and to select a treatment lobe. Two logistic regression models, (1) candidacy for EBV placement and (2) target-lobe selection, were developed based on the normalised distributions of the four quantitative HRCT variables (fissure completeness score, per cent of voxel density with HU < −910 and HU < −950, and lobar volumes) across all five lung lobes. An external cohort of 50 patients (25 candidates and 25 non-candidates) was used to validate the prediction model. Results Performance measures of the training cohort demonstrated an area under the curve (AUC) of 0.91, accuracy of 81%, sensitivity of 93% and specificity of 78% compared with the multidisciplinary teams’ target lobe selection. The validation cohort demonstrated an AUC of 0.89, accuracy of 84%, sensitivity of 88% and specificity of 83% compared with the multidisciplinary team decision making. Conclusions Endobronchial valve lung volume reduction remains a potent palliative measure to improve quality of life in patients with hyperinflated emphysema. Our model for target lobe selection harnesses the multidisciplinary experience at a tertiary care centre to objectively select candidates and target lobes to assist clinicians’ decision making. Future studies investigating prediction of lobar collapse and functional improvement after target lobe selection using our model are needed.
Bronchoscopic Lung Volume Reduction: Machine Learning Mathematical Model for Target Lobe Selection
Hostetter, Logan , Brown, L. E. , Rajagopalan, S., Scrodin, M. Dulohery, Edell, E.S., Lester, Michael , Maldonado, Fabien , Lentz, Robert J. , Peikert, T., Brown, L., Rajagopalan, S., Edell, Eric S. , Bartholmai, Brian J. , Peikert, Tobias

B21. RESEARCH STUDIES IN INTERVENTIONAL PULMONARY AND PLEURAL DISEASE | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A3065-A3065

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a3065 Get It

Comparative Treatment Outcomes for Idiopathic Subglottic Stenosis: 5‐Year Update
Tierney, William S. , Huang, Li‐Ching , Chen, Sheau‐Chiann , Berry, Lynn D., Anderson, Catherine , Benninger, Michael S. , Blumin, Joel H. , Bryson, Paul C. , Castellanos, Paul F., Cohen, Seth M. , Crawley, Brianna K. , Dailey, Seth H. , Daniero, James J. , Alarcón, Alessandro de , Donovan, Donald T., Edell, Eric S. , Ekbom, Dale C. , Fink, Daniel S. , Franco, Ramon A. , Garrett, Catherine Gaelyn, Hoffman, Henry T. , Hogikyan, Norman D. , Howell, Rebecca J. , Johns, Michael M. , Kasperbauer, Jan L. , Khosla, Sid , Kinnard, Cheryl, Kupfer, Robbi A. , Langerman, Alexander , Lentz, Robert J. , Lorenz, Robert R. , Makani, Samir, Maldonado, Fabien , Matrka, Laura , McWhorter, Andrew J., Meratı, Albert L., Mori, Matthew , O’Dell, Karla , Postma, Gregory N. , Reder, Lindsay , Richardson, Brent E. , Rickman, Otis B. , Rosen, Clark A. , Rutter, Michael J. , Sandhu, Guri, Schindler, Joshua S. , Schneider, Glenn Todd , Shah, Rupali N., Sikora, Andrew G. , Sinard, Robert J. , Smith, Marshall E. , Smith, Libby J. , Soliman, Ahmed M. S. , Sveinsdóttir, Sigríður, Veivers, David , Verma, Sunil P., Weissbrod, Philip A. , Wootten, Christopher T. , Shyr, Yu , Francis, David O. , Daele, Douglas J. Van , Chen, Sheau-Chiann , Cohen, Seth M , Hoffman, Henry T , Weissbrod, Philip A , Amin, Milan R , Bock, Jonathan M. , Clary, Matthew S. , Guardiani, Elizabeth , Hillel, Alexander T. , Lott, David G. , Netterville, James L. , Ongkasuwan, Julina , Rohde, Sarah L. , Rohlfing, Matthew L. , Weinberger, Paul , Gelbard, Alexander

Otolaryngology–Head and Neck Surgery | January 19, 2023 | Volume: 168 | Issue: 6 | Pages: 1570-1575

10.1002/ohn.190 Get It

Abstract The North American Airway Collaborative (NoAAC) previously published a 3‐year multi‐institutional prospective cohort study showing variation in treatment effectiveness between 3 primary surgical techniques for idiopathic subglottic stenosis (iSGS). In this report, we update these findings to include 5 years of data evaluating treatment effectiveness. Patients in the NoAAC cohort were re‐enrolled for 2 additional years and followed using the prespecified published protocol. Consistent with prior data, prospective observation of 487 iSGS patients for 5 years showed treatment effectiveness differed by modality. Cricotracheal resection maintained the lowest rate of recurrent operation (5%), followed by endoscopic resection with adjuvant medical therapy (30%) and endoscopic dilation (50%). These data support the initial observations and continue to provide value to providers and patients navigating longitudinal decision‐making. Level of evidence: 2—prospective cohort study.
Association of Social Determinants of Health with Time to Diagnosis and Treatment Outcomes in Idiopathic Subglottic Stenosis
Lee, Jaclyn , Huang, Li‐Ching , Berry, Lynn D., Anderson, Catherine , Amin, Milan R. , Benninger, Michael S. , Blumin, Joel H. , Bock, Jonathan M. , Bryson, Paul C. , Castellanos, Paul F., Chen, Sheau‐Chiann , Cohen, Seth M. , Crawley, Brianna K. , Dailey, Seth H. , Daniero, James J. , Alarcón, Alessandro de , Donovan, Donald T., Edell, Eric S. , Ekbom, Dale C. , Fink, Daniel S. , Franco, Ramon A. , Garrett, C. Gaelyn , Hoffman, Henry T. , Hogikyan, Norman D. , Howell, Rebecca J. , Hussain, Lena K., Johns, Michael M. , Kasperbauer, Jan L. , Khosla, Sid , Kinnard, Cheryl, Kupfer, Robbi A. , Langerman, Alexander , Lentz, Robert J. , Lorenz, Robert R. , Lowery, Anne S. , Makani, Samir, Maldonado, Fabien , Matrka, Laura , McWhorter, Andrew J., Meratı, Albert L., Mori, Matthew , O’Dell, Karla , Ongkasuwan, Julina , Postma, Gregory N. , Reder, Lindsay , Richardson, Brent E. , Rickman, Otis B. , Rosen, Clark A. , Rutter, Michael J. , Sandhu, Guri, Schindler, Joshua S. , Schneider, Glenn Todd , Shah, Rupali N., Sikora, Andrew G. , Sinard, Robert J. , Smith, Marshall E. , Smith, Libby J. , Soliman, Ahmed M. S. , Sveinsdóttir, Sigríður, Daele, Douglas J. Van , Veivers, David , Verma, Sunil P., Weissbrod, Philip A. , Wootten, Christopher T. , Shyr, Yu , Francis, David O. , Cohen, Seth M , Dailey, Seth H , Hoffman, Henry T , Lott, David G , Mori, Matthew , Ongkasuwan, Julian , Richardson, Brent E , Gelbard, Alexander , Chen, Sheau-Chiann , Weissbrod, Philip A , Clary, Matthew S. , Guardiani, Elizabeth , Hillel, Alexander T. , Lott, David G. , Mannion, Kyle , Netterville, James L. , Rohde, Sarah L. , Weinberger, Paul , Gelbard, Alexander , Amin, Milan R

Annals of Otology, Rhinology & Laryngology | February 25, 2021 | Volume: 130 | Issue: 10 | Pages: 1116-1124

10.1177/0003489421995283 Get It

Objectives: To examine whether social determinants of health (SDH) factors are associated with time to diagnosis, treatment selection, and time to recurrent surgical intervention in idiopathic subglottic stenosis (iSGS) patients. Methods: Adult patients with diagnosed iSGS were recruited prospectively (2015-2017) via clinical providers as part of the North American Airway Collaborative (NoAAC) and via an online iSGS support community on Facebook. Patient-specific SDH factors included highest educational attainment (self-reported), median household income (matched from home zip code via U.S. Census data), and number of close friends (self-reported) as a measure of social support. Main outcomes of interest were time to disease diagnosis (years from symptom onset), treatment selection (endoscopic dilation [ED] vs cricotracheal resection [CTR] vs endoscopic resection with adjuvant medical therapy [ERMT]), and time to recurrent surgical intervention (number of days from initial surgical procedure) as a surrogate for disease recurrence. Results: The total 810 participants were 98.5% female, 97.2% Caucasian, and had a median age of 50 years (IQR, 43-58). The cohort had a median household income of $62 307 (IQR, $50 345-$79 773), a median of 7 close friends (IQR, 4-10), and 64.7% of patients completed college or graduate school. Education, income, and number of friends were not associated with time to diagnosis via multivariable linear regression modeling. Univariable multinominal logistic regression demonstrated an association between education and income for selecting ED versus ERMT, but no associations were noted for CTR. No associations were noted for time to recurrent surgical procedure via Kaplan Meier modeling and Cox proportional hazards regression. Conclusions: Patient education, income, and social support were not associated with time to diagnosis or time to disease recurrence. This suggests additional patient, procedure, or disease-specific factors contribute to the observed variations in iSGS surgical outcomes.
Comparative Treatment Outcomes for Patients With Idiopathic Subglottic Stenosis
Gelbard, Alexander , Anderson, Catherine , Berry, Lynne D. , Amin, Milan R. , Benninger, Michael S. , Blumin, Joel H. , Bryson, Paul C. , Castellanos, Paul F., Chen, Sheau‐Chiann , Cohen, Seth M. , Crawley, Brianna K. , Dailey, Seth H. , Daniero, James J. , Alarcón, Alessandro de , Donovan, Donald T., Edell, Eric S. , Ekbom, Dale C. , Fernandes‐Taylor, Sara , Fink, Daniel S. , Franco, Ramon A. , Garrett, C. Gaelyn , Guardiani, Elizabeth , Hoffman, Henry T. , Hogikyan, Norman D. , Howell, Rebecca J. , Huang, Li‐Ching , Hussain, Lena K., Johns, Michael M. , Kasperbauer, Jan L. , Khosla, Sid , Kinnard, Cheryl, Kupfer, Robbi A. , Langerman, Alexander , Lentz, Robert J. , Lorenz, Robert R. , Lowery, Anne S. , Makani, Samir, Maldonado, Fabien , Mannion, Kyle , Matrka, Laura , McWhorter, Andrew J., Meratı, Albert L., Mori, Matthew , Netterville, James L. , O’Dell, Karla , Ongkasuwan, Julina , Postma, Gregory N. , Reder, Lindsay , Rohde, Sarah L. , Richardson, Brent E. , Rickman, Otis B. , Rosen, Clark A. , Rutter, Michael J. , Sandhu, Guri, Schindler, Joshua S. , Schneider, Glenn Todd , Shah, Rupali N., Sikora, Andrew G. , Sinard, Robert J. , Smith, Marshall E. , Smith, Libby J. , Soliman, Ahmed M. S. , Sveinsdóttir, Sigríður, Daele, Douglas J. Van , Veivers, David , Verma, Sunil P., Weissbrod, Philip A. , Wootten, Christopher T. , Shyr, Yu , Francis, David O. , Chen, Sheau-Chiann , Ongkasuwan, Julian , Cohen, Seth M , Hoffman, Henry T , Richardson, Brent E , Gelbard, Alexander , Weissbrod, Philip A , Bock, Jonathan M. , Clary, Matthew S. , Hillel, Alexander T. , Lott, David G. , Weinberger, Paul , Amin, Milan R

JAMA Otolaryngology–Head & Neck Surgery | October 31, 2019 | Volume: 146 | Issue: 1 | Pages: 20

10.1001/jamaoto.2019.3022 Get It