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Maldonado, Fabien

https://orcid.org/0000-0002-6504-2063

Mayo Clinic

Vanderbilt University

Citations 46

Assessment of the Inter-observer Variability of the Radiomic Tools: BRODERS (Benign vs aggressive nODule Evaluation using Radiomic Stratification) and SILA (Score Indicative of Lung cancer Aggression) to Classify Lung Nodules
Al-Ghoula, Faysal, FALDE, SAMUEL D, Rajagopalan, Srinivasan, Maldonado, Fabien , Peikert, Tobias, Bartholmai, Brian J. , Bartholmai, Brian J , Patel, Khushbu

No container title available | May 24, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-2884203/v1 Get It

Abstract Introduction: While CT lung cancer screening reduces lung cancer-specific mortality, there are remaining challenges. Radiomic tools promiss to address these challenges, however, they are subject to interobserver variability if semi-automated segmentation techniques are used. Herein we report interobserver variability for two validated radiomic tools, BRODERS (Benign versus aggRessive nODule Evaluation using Radiomic Stratification) and CANARY (Computer-Aided Nodule Assessment and Risk Yield). Methods We retrospectively analyzed the CT images of 95 malignant lung nodules of the adenocarcinoma spectrum using BRODERS and CANARY. Cases were identified at Mayo Clinic (n = 45) and Vanderbilt University Medical Center and Nashville/Veteran Administration Tennessee Valley Health Care System (n = 50). Three observers with different training levels (medical student, internal medicine resident and thoracic radiology fellow) each performed lung nodule segmentation. All methods were carried out in accordance with relevant guidelines and regulations Results Interclass correlation coefficients (ICC) of 0.77, 0.98 and 0.97 for the average nodule volume, BRODERS cancer probability and Score Indicative of Lesion Aggression (SILA) which summarizes the distribution of the CANARY exemplars indicated good to excellent reliability, respectively. The dice similarity coefficient was 0.79 and 0.81 for the data sets from the two institutions. Conclusion: BRODERS and CANARY are robust radiomics tools with excellent interobserver variability. These tools are simple and reliable regardless the observer/operator’s level of training.
NCCN Guidelines® Insights: Non–Small Cell Lung Cancer, Version 2.2023
Ettinger, David S. , Wood, Douglas E. , Aisner, Dara L. , Akerley, Wallace , Bauman, Jessica R. , Bruno, Débora S. , Chirieac, Lucian R. , DeCamp, Malcolm M., Dilling, Thomas J. , Dowell, Jonathan E. , Durm, Gregory A. , Gettinger, Scott , Gubens, Matthew A. , Lackner, Rudy P., Maldonado, Fabien , Morgensztern, Daniel , Ng, Thomas, Otterson, Gregory A. , Patel, Sandip Pravin , Riely, Gregory J. , Riess, Jonathan W. , Shapiro, Theresa A. , Singh, Aditi P. , Stevenson, James, Tam, Alda L. , Yang, Stephen C. , Yau, Edwin , Gregory, Kristina M., Hughes, Miranda, Schild, Steven E. , Bharat, Ankit , Chang, Joe Y. , Grotz, Travis E. , Hegde, Aparna , Lanuti, Michael D. , Lin, Jules , Loo, Billy W. , Lovly, Christine Marie , Massarelli, Erminia , Patil, Tejas , Polanco, Patricio Marcelo , Tanvetyanon, Tawee , Yanagawa, Jane

Journal of the National Comprehensive Cancer Network | April 4, 2023 | Volume: 21 | Issue: 4 | Pages: 340-350

10.6004/jnccn.2023.0020 Get It

The NCCN Guidelines for Non–Small Cell Lung Cancer (NSCLC) provide recommendations for management of disease in patients with NSCLC. These NCCN Guidelines Insights focus on neoadjuvant and adjuvant (also known as perioperative) systemic therapy options for eligible patients with resectable NSCLC.
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.
Complications of Endobronchial Valve Placement for Bronchoscopic Lung Volume Reduction
Swanson, Karen L., Lee, Justin Z. , Tan, Min Choon , Cartin‐Ceba, Rodrigo , Sakata, Kenneth K. , Maldonado, Fabien , Tan, Min C , Low, See‐Wei

Journal of Bronchology & Interventional Pulmonology | June 14, 2022 | Volume: 29 | Issue: 3 | Pages: 206-212

10.1097/lbr.0000000000000859 Get It

Background: Patients with advanced emphysema experience breathlessness due to impaired respiratory mechanics and diaphragm dysfunction. Bronchoscopic lung volume reduction (BLVR) is a minimally invasive bronchoscopic procedure done to reduce hyperinflation and air trapping, promoting atelectasis in the targeted lobe and allowing improved respiratory mechanics. Real-world data on safety and complications outside of clinical trials of BLVR are limited. Methods: We queried the US Food and Drug Administrations (FDA) Manufacturers and User Device Experience database from May 2019 to June 2020 for reports involving BLVR with endobronchial valve (EBV) placement. Events were reviewed for data analysis. Results: We identified 124 cases of complications during BLVR with EBV implantation. The most-reported complication was pneumothorax (110/124, 89%), all of which required chest tube placement. A total of 54 of these cases (54/110, 49%) were complicated by persistent air leak requiring additional interventions. Repeat bronchoscopy was needed to remove the valves in 28 patients, 12 were discharged with a Heimlich valve, and 10 had an additional pleural catheter placed. The other complications of BLVR with EBV placement included respiratory failure (6/124, 5%), pneumonia (4/124, 3%), hemoptysis (2/124, 1.6%), valve migration (1/124, 1%), and pleural effusion (1/124, 1%). A total of 14 deaths were reported during that year. Conclusion: Pneumothorax is the most-reported complication for BLVR with EBV placement, and in 65% of cases, pneumothorax is managed without removing valves. Importantly, 14 deaths were reported during that timeframe. Further studies are needed to estimate the true magnitude of the complications associated with BLVR.
Non–Small Cell Lung Cancer, Version 3.2022, NCCN Clinical Practice Guidelines in Oncology
Ettinger, David S. , Wood, Douglas E. , Aisner, Dara L. , Akerley, Wallace , Bauman, Jessica R. , Bruno, Débora S. , Chirieac, Lucian R. , D’Amico, Thomas A., DeCamp, Malcolm M., Dilling, Thomas J. , Dowell, Jonathan E. , Gettinger, Scott , Gubens, Matthew A. , Lackner, Rudy P., Maldonado, Fabien , Morgensztern, Daniel , Ng, Thomas, Otterson, Gregory A. , Pacheco, Jose M., Patel, Sandip Pravin , Riely, Gregory J. , Riess, Jonathan W. , Shapiro, Theresa A. , Singh, Aditi P. , Stevenson, James, Tam, Alda L. , Yang, Stephen C. , Yau, Edwin , Gregory, Kristina M., Hughes, Miranda, Schild, Steven E. , Bharat, Ankit , Chang, Joe Y. , Grotz, Travis E. , Hegde, Aparna , Lanuti, Michael D. , Lin, Jules , Loo, Billy W. , Lovly, Christine Marie , Massarelli, Erminia , Tanvetyanon, Tawee , Yanagawa, Jane

Journal of the National Comprehensive Cancer Network | May 11, 2022 | Volume: 20 | Issue: 5 | Pages: 497-530

10.6004/jnccn.2022.0025 Get It

NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) for Non–Small Cell Lung Cancer (NSCLC) provide recommended management for patients with NSCLC, including diagnosis, primary treatment, surveillance for relapse, and subsequent treatment. Patients with metastatic lung cancer who are eligible for targeted therapies or immunotherapies are now surviving longer. This selection from the NCCN Guidelines for NSCLC focuses on targeted therapies for patients with metastatic NSCLC and actionable mutations.
Predicting malignant pleural effusion during diagnostic pleuroscopy with biopsy: A prospective multicentre study
Grosu, Horiana B. , Kern, Ryan , Maldonado, Fabien , Casal, Roberto F. , Eapen, Georgie A. , Ost, David E. , Jiménez, Carlos , Frangopoulos, Frangiskos, Sabath, Bruce F. , Vakil, Erik , Schwalk, Audra, Marcoux, Mathieu , Sagar, Ala-Eddin S. , Nasim, Faria, Lin, Julie , Salahudin, Moiz, Arain, Hasan Muhammad, Noor, Laila , Montanez, Diana, Stewart, John , Mullon, John J., Porfyridis, Ilias, Casal, Roberto , Ost, David E , Vakil, Erik , Salahudin, Moiz , Mullon, John, Kern, R , Andersen, Clark R. , Li, Liang , Jimenez, Carlos, Michael, Michalis

Respirology | February 18, 2022 | Volume: 27 | Issue: 5 | Pages: 350-356

10.1111/resp.14232 Get It

AbstractBackground and objectivePleuroscopy with pleural biopsy has a high sensitivity for malignant pleural effusion (MPE). Because MPEs tend to recur, concurrent diagnosis and treatment of MPE during pleuroscopy is desired. However, proceeding directly to treatment at the time of pleuroscopy requires confidence in the on‐site diagnosis. The study's primary objective was to create a predictive model to estimate the probability of MPE during pleuroscopy.MethodsA prospective observational multicentre cohort study of consecutive patients undergoing pleuroscopy was conducted. We used a logistic regression model to evaluate the probability of MPE with relation to visual assessment, rapid on‐site evaluation (ROSE) of touch preparation and presence of pleural nodules/masses on computed tomography (CT). To assess the model's prediction accuracy, a bootstrapped training/testing approach was utilized to estimate the cross‐validated area under the receiver operating characteristic curve.ResultsOf the 201 patients included in the study, 103 had MPE. Logistic regression showed that higher level of malignancy on visual assessment is associated with higher odds of MPE (OR = 34.68, 95% CI = 9.17–131.14,p < 0.001). The logistic regression also showed that higher level of malignancy on ROSE of touch preparation is associated with higher odds of MPE (OR = 11.63, 95% CI = 3.85–35.16,p < 0.001). Presence of pleural nodules/masses on CT is associated with higher odds of MPE (OR = 6.61, 95% CI = 1.97–22.1,p = 0.002). A multivariable logistic regression model of final pathologic status with relation to visual assessment, ROSE of touch preparation and presence of pleural nodules/masses on CT had a cross‐validated AUC of 0.94 (95% CI = 0.91–0.97).ConclusionA prediction model using visual assessment, ROSE of touch preparation and CT scan findings demonstrated excellent predictive accuracy for MPE. Further validation studies are needed to confirm our findings.
Airway Amyloidosis
Baqir, Misbah , Schwegman, Alex, Maldonado, Fabien , Johnson, Tucker F. , Ryu, Jay H. , Ryu, Jay H

Journal of Bronchology & Interventional Pulmonology | January 5, 2022 | Volume: 29 | Issue: 4 | Pages: 275-282

10.1097/lbr.0000000000000836 Get It

Background: Amyloidosis can involve any compartment in the thorax. We aimed to explore the clinical and radiologic presentation, treatment, and clinical course of airway amyloidosis. Methods: A computer-assisted search was performed to identify patients who had biopsy-proven airway amyloidosis and were evaluated at Mayo Clinic in Rochester, MN, from January 1, 1997 through December 31, 2019. Demographic, clinical, and radiologic features along with clinical outcomes were analyzed. Results: We identified 43 patients who had airway amyloidosis. Median age was 60 years (range: 33 to 91 y), and 58% were female. Shortness of breath (63% of patients) and cough (44%) were the most common presenting symptoms. Most patients (82%) had localized amyloidosis with light chain being the most common amyloid type; 63% had tracheobronchial amyloidosis, and 23% had tracheal and upper airway involvement. On computed tomography of the chest, the most common findings were airway wall thickening with nodularity (60% of patients), airway calcification (53%), and airway occlusion without collapse (47%). On bronchoscopy (33 patients), the extent of amyloid involvement was most commonly submucosal (n=15) or nodular (n=8). External beam radiotherapy was the most common treatment modality. Among the 30 patients who had follow-up at our institution, the prognosis appeared to depend on the extent of the disease and whether patients had localized or systemic amyloidosis. Conclusion: Computed tomography of the chest, bronchoscopy, and biopsy are needed to establish the diagnosis of airway amyloidosis, and systemic amyloidosis should be ruled out. Treatment of amyloidosis requires a multidisciplinary approach.
Predicting Local Recurrence Following Stereotactic Body Radiation Therapy (SBRT) for Lung Cancer
Ogbonna, Chioma P, Peikert, Tobias, Bartholmai, B.J., Merrell, Kenneth W. , Karwoski, R., Rajagopalan, S., Maldonado, Fabien , Bartholmai, Brian J. , Rajagopalan, S.

TP137. TP137 THORACIC ONCOLOGY: DIAGNOSIS AND TREATMENT: IP, SURGERY, AND RADIATION | May 4, 2021 | Volume: No volume available | Issue: No issue available | Pages: A4815-A4815

10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4815 Get It

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.
Transbronchial Cryobiopsy in Interstitial Lung Diseases
Wells, Athol U. , Colby, Thomas V. , Maldonado, Fabien , Avasarala, Sameer K.

Journal of Bronchology & Interventional Pulmonology | September 22, 2020 | Volume: 28 | Issue: 1 | Pages: 81-92

10.1097/lbr.0000000000000716 Get It

Interstitial lung diseases are a heterogenous group of disorders that are often difficult to diagnose precisely. Clinical, laboratory, radiographic, and histologic information may be needed to arrive at the correct diagnosis. The multidisciplinary discussion has been proven to be useful in this patient group. Transbronchial cryobiopsy has become a popular method for obtaining tissue samples. Over the course of the last decade, there has been a significant amount of research assessing the feasibility, safety, and diagnostic endpoints of transbronchial cryobiopsy in patients with interstitial lung disease. Data continues to mount to support its use, which has been reflected in guidelines and expert panel reports. Patient selection, procedural performance, and appropriate specimen handling are critical factors for success. A coordinated approach by pulmonologists with expertise in interstitial lung diseases, interventional pulmonologists, and thoracic pathologists is essential. In this evidence-based narrative review, we address transbronchial cryobiopsies from these three distinct perspectives. In addition, the current literature was used to address nine common procedural questions.