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Follicular Dendritic Cell Sarcoma: Insights into Characteristics, Treatments, and Patient Outcomes
Chang, Isabela , Okuno, Scott H. , Attia, Steven , Chung, Kevin , Chung, Kevin K. , Yi, Dongni , Go, Ronald S. , Hilal, Talal

Blood | December 5, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 6316-6316

10.1182/blood-2024-209431 Get It

Background: Follicular dendritic cell sarcoma (FDCS) is a rare low- to intermediate-grade sarcoma, typically presenting as a slowly growing, painless mass composed of spindle-shaped cells in a whorled pattern. First described in 1986, FDCS has since been identified in several hundred cases. FDCS originates from mesenchymal dendritic cells and is distinct from other histiocytic neoplasms. Its management aligns more with soft tissue sarcomas. Epidemiologically, FDCS is exceedingly rare, constituting less than 0.4% of soft tissue sarcomas. Methods: With IRB approval, we identified patients with biopsy-proven FDCS treated at Mayo Clinic. Chart review extracted clinical characteristics, laboratory testing, treatment data, and clinical outcomes, compiled into Excel. Data analysis was performed through RStudios. Descriptive statistics of patient characteristics, such as gender and stage of disease, were summarized in tables. We compared overall survival (OS) through Kaplan Meier curves, stratifying patients into cohorts based on topics of interest, such as differences in survival in nodal vs. extranodal disease or differences in survival among different chemotherapy regimens. Results: Forty patients met the inclusion criteria, of biopsy proved FCDS. Median age at diagnosis was 57.7 years (SD 14). Men comprised 45% of patients. Locations of malignancy were abdomen and pelvis (32.5%), thoracic and pulmonary regions (32.5%), lymph nodes and neck (20.0%), musculoskeletal (2.5%), and other locations (12.5%). Primary therapies included surgical resection (42.5%), systemic chemotherapy (32.5%), no treatment (10.0%), radiation (2.5%), with data missing for 12.5% of cases. Concurrent or preceding Castleman's Disease was seen in 7.5% (3/40) of patients; one case preceded FCDS, and two were concurrent. Of these patients with Castleman's Disease, one was resected and the other two were not. Two cases were unicentric, and one was multicentric. First-line systemic chemotherapy was most often gemcitabine and docetaxel, with 9/40 patients receiving this regimen. Ifosfamide and doxorubicin were utilized in 3/40 patients. 2/4 patients had received doxorubicin alone. 2/4 patients had received CHOP. The response rate for patients with gemcitabine and docetaxel was complete response for 2/9 (22%) patients, partial response for 2/9 (22%), stable disease for 2/9 (22%), progressive disease for 1/9 (11%), and missing for 2/9 (22%), giving an overall response rate of 67%. For ifosfamide and doxorubicin, one patient had partial response (33%), another had stable disease (33%), and the last patient's data was missing (33%), adding up to a 66% overall response rate. For CHOP, one patient had progressive disease, and the other had partial response. For doxorubicin, both patients had stable disease. At a median follow-up of 29.5 months (IQR 9.2-75.2 months), the median OS was 160.68 months for the group with both nodal and extranodal disease versus 39.95 months for the extranodal disease-only group. The median OS of the nodal disease alone was not reached, with an estimated 2-year OS of 75%. To evaluate the impact of various primary therapies on outcomes in patients with advanced disease, we conducted a survival analysis by therapy used (no treatment, radiation, surgical resection, and systemic chemotherapy). Patients receiving no treatment had a median survival time of 28.9 months, while those treated with radiation had a median survival time of 19.3 months. Patients undergoing surgical resection had an undetermined median survival time, but notably, 80% were alive at the end of the time period analyzed in this study with a median follow-up time of 60.7 months. Those receiving systemic chemotherapy had a median survival time of 30.7 months. Conclusions: This project is one of the largest known single-center studies dedicated to FDCS. We show that the incidence of preceding or concurrent Castleman's Disease is relatively low. Gemcitabine and docetaxel was the most utilized chemotherapy regimen, but there weren't enough data to conclude if this regimen had a better response rate compared to others. Surgical resection of advanced disease is associated with superior outcomes. When systemic therapy is needed, the median survival was lower.
RSV Vaccine with Nanoparticle-Based Poly-Sorbitol Transporter (PST) Adjuvant Improves Respiratory Protection Against RSV Through Inducing Both Systemic and Mucosal Humoral Immunity
Jung, Seong-Mook , Park, Young Chae, Seo, Eun Suk, Kim, Cheol Gyun , Kim, Taewoo , Yun, Cheol‐Heui , Shim, Byoung-Shik, Cheon, In Su , Son, Young Min , Yun, Cheol-Heui , Kim, Soo Ji , Seo, Eun Sang, Lee, Sumin , Cho, Eunjin, Chang, Jun , Shim, Byoung-Shik

Vaccines | December 2, 2024 | Volume: 12 | Issue: 12 | Pages: 1354

10.3390/vaccines12121354 | PMID 39772016 Get It

Background/Objectives: Respiratory syncytial virus (RSV) causes symptoms similar to a mild cold for adults, but in case of infants, it causes bronchitis and/or pneumonia, and in some cases, mortality. Mucosal immunity within the respiratory tract includes tissue-resident memory T (TRM) cells and tissue-resident memory B (BRM) cells, which provides rapid and efficient protection against RSV re-infection. Therefore, vaccine strategies should aim to generate mucosal immune responses. However, the interactions between RSV vaccines and mucosal immune responses within the respiratory tract are poorly understood. We evaluated a mucosal immune system following immunization by RSV vaccine with poly-sorbitol transporter (RSV-PST), a nanoparticle adjuvant. Methods: We intranasally immunized the RSV-PST and identified the systemic and mucosal immune responses. Furthermore, we challenged with RSV A2 strain after immunization and investigated the protective effects. Results: Consequently, antigen-specific CD8+ TRM cells were markedly elevated in the lung parenchyma, yet exhibited impaired cytokine expression. In contrast, humoral immunity, with systemic antibody production from serum, but not in the respiratory tract, was significantly increased by RSV-PST immunization. Interestingly, the production of respiratory mucosal antigen-specific IgG after RSV A2 challenge dramatically increased in the bronchoalveolar lavage fluid (BALF) of the RSV-PST immunized group in the presence of FTY720, and the lung-infected RSV titer was significantly lower in this group. Furthermore, after RSV A2 challenge, CD69+ IgG+ BRM cells were significantly increased in lung tissues in the RSV-PST group. Conclusions: The RSV-PST vaccine has protective effects against RSV infection by promoting both systemic and local humoral immunity rather than cellular immunity.
Medial sural artery perforator flap following orbital exenteration
ALNafisee, Daniah , Cave, Taylor , Chang, Brent A. , Chang, Brent A

BMJ Case Reports | November 29, 2024 | Volume: 17 | Issue: 11 | Pages: e256374

10.1136/bcr-2023-256374 | PMID 39613414 Get It

An extended orbital exenteration defect in a male in his mid-80s was successfully reconstructed with a medial sural artery perforator flap. To our knowledge, this flap has not been described in the literature for such defects until now. While it may require meticulous intramuscular perforator dissection, it provides several advantages; it is thin, pliable, has a long pedicle of large calibre facilitating microanastomosis and provides adequate coverage where the amount of chimeric muscle can easily be tailored to the defect’s surface area and volume. In addition, its robust vascular supply can withstand volume changes post radiation therapy. Two years after surgery, the patient has healed well with an excellent functional outcome.
Increased occurrence of malignancy before and after chemoradiation for anal squamous cell carcinoma: a multi-institutional analysis
Kumar, Ritesh , Hallemeier, Chris L., Lu, Shou‐En , Hristidis, Vasilis , Jethwa, Krishan R. , Baclay, J.R.M. , Chakrani, Z., Haddock, Michael G. , Toesca, Diego A.S. , Pollom, Erqi L., Jethwa, Krishan , Baclay, J Richelcyn M , Manne, Veeraswamy , Chakrani, Zakaria , Toesca, Diego Augusto Santos, Pollom, Erqi Liu , Wu, Abraham J , Sandhyavenu, Harigopal , Romesser, Paul B , Jabbour, Salma K , Chang, Daniel T. , Hathout, Lara , Sandhyavenu, Harigopal , Romesser, Paul B.

JNCI: Journal of the National Cancer Institute | November 27, 2024 | Volume: 117 | Issue: 4 | Pages: 772-780

10.1093/jnci/djae309 | PMID 39626307 Get It

Abstract Background Anal squamous cell carcinoma is a rare cancer with increased occurrence of multiple cancers before and after the anal squamous cell carcinoma diagnosis. However, there are limited data on this aspect. This multi-institutional analysis aimed to define the occurrence of malignancies before and after anal squamous cell carcinoma, time trends, and impact on survival and to identify prognostic factors. Methods Initial primary malignancy was defined as a malignancy occurring before the anal squamous cell carcinoma. Second primary malignancy was defined as a distinct primary cancer that developed after anal squamous cell carcinoma diagnosis. Retrospective multi-institutional chart review was done. Progression-free survival (PFS), overall survival, and prognostic factors were evaluated. Results A total of 647 patients with anal squamous cell carcinoma treated with curative intent were analyzed. Median age was 61.2 years with 72% as females. Of these, 150 (23.3%) patients had multiple malignancies with initial primary malignancy in 16% and second primary malignancy in 8%. Patients without prior cancer had better 5-year PFS (81.2% vs 67.2%, P = .011) and overall survival (81% vs 69%, P = .008) compared with those with prior cancer. Second primary malignancies had a statistically significant adverse impact on PFS (hazard ratio [HR] = 4.22) and overall survival (HR = 3.56). Females had better 5-year PFS (82% vs 70%, P = .016) as compared with males. The median time interval for developing anal squamous cell carcinoma (as second primary malignancy) after initial primary malignancy was 9.32 years. Conclusions Anal squamous cell carcinoma patients have an increased risk of multiple malignancies. These patients who have prior cancers have inferior outcomes. Second primary malignancy is a poor prognostic factor in patients with anal cancer. Second primary malignancy can develop years after treatment of primary anal squamous cell carcinoma.
American Foregut Society White Paper on the Endoscopic Assessment of the Gastroesophageal Valve After Anti-Reflux Surgery
Nguyen, Ninh T. , Bell, Reginald , Chang, Kenneth J. , Lipham, John C. , Hinojosa, Marcelo W. , Brunaldi, Vitor , Dunst, Christy M. , Mittal, Ravinder K., Oelschlager, Brant K. , Houghton, Caitlin, Schnoll‐Sussman, Felice , Kahrilas, Peter J., Dayyeh, Barham K. Abu , Buckley, Francis Paul, Kahrilas, Peter J.

Foregut: The Journal of the American Foregut Society | November 20, 2024 | Volume: 5 | Issue: 2 | Pages: 95-106

10.1177/26345161241300480 Get It

Background: Pathologic reflux is a common debilitating digestive condition and anti-reflux surgery is an effective treatment option. Depending on the specifics of the procedure, anti-reflux surgery leads to distinct changes in the endoscopic appearance of the esophagogastric junction (EGJ). This American Foregut Society (AFS) white paper develops nomenclature for describing the endoscopic characteristics of the EGJ after commonly performed laparoscopic antireflux operations. Methods: The AFS Anti-Reflux Barrier Collaborative analyzed the anatomic manipulation and corresponding endoscopic appearance of the EGJ after commonly performed anti-reflux surgery including: (1) 360° anterior/posterior (AP) fundoplication (Nissen); (2) posterior partial fundoplication (Toupet); (3) anterior partial fundoplication (Watson, Dor); (4) magnetic sphincter augmentation; and (5) concomitant hiatal hernia repair with transoral fundoplication (cTIF). Results: Characteristics common to the anti-reflux surgery procedures include restoration of intra-abdominal esophageal length and crural diaphragm repair such that the hiatal aperture is no longer visible in the retroflexed endoscopic view. With regard to the geometry of anti-reflux procedures, the Collaborative established that when evaluated endoscopically in retroflection, the surgically constructed valve should be described in reference to the angle of His and the extent of anatomic change described in terms of (1) the depth of the anterior and posterior grooves, (2) the apposition of the valve collar to the endoscope, (3) the length of the valve, and (4) the position of the squamocolumnar junction relative to the lip of the valve. Conclusions: Current anti-reflux operations share much in common but employ varying degrees of valvular reconstruction leading to distinct endoscopic characteristics. Developing a consistent nomenclature for describing the appearance of the post-surgical valve is essential to develop a better understanding of how variables such as the tightness of the hiatal repair, tightness of the valve collar, and length of the valve can impact the outcome of anti-reflux surgery and predict reflux recurrence.
Clinical Evaluation of the NaviNetics Stereotactic System Using Intraoperative Portable Surgical Imaging System in DBS Surgery
Shin, Jee Won , Mandybur, Ian, Hussein, S.H., Klassen, Bryan T. , Gregg, Nick, Miller, Kai J. , Shin, Hojin , Vansickle, David, Lee, Kendall H. , Scheitler, Kristen M. , Sharaf, Basel , Mandybur, Ian, Grewal, Sanjeet S. , Chang, Jin Woo , Oh, Yoonbae

Operative Neurosurgery | November 18, 2024 | Volume: 29 | Issue: 1 | Pages: 93-101

10.1227/ons.0000000000001427 | PMID 39883866 Get It

BACKGROUND AND OBJECTIVES: A typical workflow for deep brain stimulation (DBS) surgery consists of head frame placement, followed by stereotactic computed tomography (CT) or MRI before surgical implantation of the hardware. At some institutions, this workflow is prolonged when the imaging scanner is located far away from the operating room, thereby increasing workflow times by the addition of transport times. Recently, the intraoperative O-arm has been shown to provide accurate image fusion with preoperative CT or MR imaging, suggesting the possibility of obtaining an intraoperative localization scan and postoperative confirmation. In this article, we aim to evaluate the compatibility of the stereotactic frame system with the intraoperative O-arm system regarding lead accuracy and surgical flow. METHODS: A total of 17 patients undergoing DBS surgery for movement disorders were evaluated. One patient underwent both the stereotactic CT and O-arm localization, while 16 patients underwent only intraoperative O-arm localization. Following lead placement, intraoperative O-arm imaging was obtained to evaluate the accuracy of the lead placement. Accuracy was defined as the error measured as the distance from the center of the planned trajectory to the cannula. RESULTS: Less than 0.1 mm difference was found between the O-arm imaging technique and CT image localization of the NaviNetics stereotactic head frame in DBS surgery. Of the 16 patients who underwent the intraoperative O-arm imaging alone, the targets included bilateral ventral intermediate nucleus (16 leads), bilateral globus pallidus internus (4 leads), and subthalamic nucleus (12 leads). The mean ± SD radial error in the probe's eye view was 0.71 ± 0.33 mm for n = 32 leads. No tract hemorrhage was observed. CONCLUSION: Intraoperative O-arm imaging can be used safely and effectively for stereotactic registration and lead placement confirmation with the stereotactic system in both awake and asleep DBS surgery.
Somatic co‐alteration signatures are prognostic in high‐grade TP53‐mutated myeloid neoplasms
Symes, Emily , Sojitra, Payal , Patel, Anand , Hasan, Faheema , Zhou, Qianghua , Findley, Anthony, Badar, Talha , Tariq, Hamza , Chang, Hong , Bell, Robert , Perry, Anamarija M. , Menon, Madhu P , Patel, Anand , Badar, Talha , Tariq, Hamza , Chang, Hong , Perry, Anamarija M , Venkataraman, Girish , Zhou, Qianghua , Wang, Peng , Ghosh, Sharmila , Roloff, Gregory W. , Findley, Anthony, Zhang, Jingjing

British Journal of Haematology | November 18, 2024 | Volume: 206 | Issue: 4 | Pages: 1103-1108

10.1111/bjh.19895 | PMID 39551719 Get It

SummaryTo assess the relevance of co‐occurring somatic mutations in TP53‐mutated myeloid neoplasms with ≥10% blasts, we pooled 325 individuals from 10 centres. We focused on comparing three published somatic co‐alteration signatures comprising (1) nine MDS‐related genes (‘ICC‐MDSR’), (2) ICC‐MDSR + additional secondary mutations‐related genes (‘Tazi signature’) and (3) EPI6 (comprising six genes). Outcomes examined were 24‐month overall survival (OS24) and front‐line complete response (CR1). The median age was 69 years with 77% receiving front‐line hypomethylating agents (HMA). All three signatures ICC‐MDSR (p = 0.009), Tazi signature (p = 0.001) and EPI6 (p = 0.025) predicted inferior CR1. In the low‐intensity (HMA) subgroup, only Tazi signature (p = 0.026) predicted inferior CR1. In OS24 analysis of the HMA‐treated subgroup (N = 200), only Tazi signature was adverse (hazard ratio, HR = 1.6 [1.1–2.2]; p = 0.011). However, a forward stepwise multivariable age‐adjusted Cox model including all three signatures picked EPI6 as the sole significant adverse predictor in the entire cohort (p = 0.0001) as well as within the HMA‐treated subgroup (p = 0.0071). These data confirm the value of testing co‐occurring somatic alterations even within a high‐grade TP53‐mutated myeloid neoplasm cohort.
Surgeon preferences for self-treatment in locally advanced non–small cell lung cancer: Would we practice what we preach?
Brunelli, Alessandro , Petersen, René Horsleben , Stiles, Brendon M. , Wigle, Dennis A. , Collaborators, Platz, Joseph , Muesse, Jason , Grenda, Tyler R., Makey, Ian A. , Khandhar, Sandeep J. , Schipper, Paul H., Linsky, Paul L., Liptay, Michael J, Pechet, Taine, White, Abby , Wood, Douglas E. , Brandt, Whitney S. , Martin, Linda D., Patterson, Alec, Seder, Christopher W. , Lanita, Michael, Molena, Daniela , Lee, Jay M. , Healy, David , Decker, G. Anton , Sihoe, Alan , Zairi, Sarra , Dunning, Joel , Raveglia, Federico , Kleontas, Athanasios, Szántó, Zalán , Nosotti, Mario , Hudson, Jessica , Schneiter, Didier, Asadi, Nizar , Aranda, J.M. Botía, Congregado, Miguel , Backhus, Leah, Bertani, Alessandro , Nadal, Sergio Bolufer, Rosso, Lorenzo, Gattás, Gustavo, Augustin, Florian , Milton, Richard , Vannucci, Fernando , Waller, David , Gasparri, Mario, Reddy, Rishindra M. , Schreurs, W. H. , Saftić, Igor, Scarci, Marco, Toker, Seyfi Alper, Welcker, K , Furák, József, Durand, Marion, Hugen, Niek , Joseph, Lula Lukadi, Chiappetta, Marco , Pérez, María Rodríguez, Minasyan, Anna , Filose, Pier Luigi, Elkhayat, Hussein , Wei, Benjamin , Leone, Richard J., Chang, Albert S., Curcio, Carlo, Sparks, Preston, Hagen, Jeffrey A., Baste, Jean Marc , Taylor, Lauren , Xavier, D'journo, Hall, David Jeffrey, Hansen, Henrik Jessen, Leschber, Gunda, Koryllos, Aris , Gandhi, Shilpa , Batgirl, Hasan, Calvin, Ng Sze Hang, Sotiropoulos, Georgios C. , Furrer, Markus , Danjouma, Cheufou, Novoa, Nuria , Cassivi, Stephen D. , Veronesi, Giulia , Hamouri, Shadi , Štupnik, Tomaž , Hall, David J. , Antonoff, Mara B. , Collaborators, Louie, Brian E. , Daddi, Niccolò , Swisher, Stephen G. , Yendamuri, Sai S , Liptay, Michael J, Herrera, Luis, Martin, Linda, Patterson, Alec, Sandri, Alberto , Ruffini, Enrico , Maurizi, Giulio , Kleontas, Athanasios, Depypere, Lieven , Caruana, Edward Joseph , Mitchell, John , Gonfiotti, Alessandro , Pagès, P , Aranda, Jose, Billè, Andrea , Falcoz, Pierre‐Emmanuel , Rosso, Lorenzo , Terra, Ricardo Mingarini , Raemdonck, Dirk Van , Minervini, Fabrizio , Tosi, Davide , Solli, Piergiorgio , Scarci, Marco , Gooseman, Michael , Gossot, Dominique , Álvarez, Antonio , Toker, Seyfi Alper, Aramini, Beatrice , Guerrera, Francesco , Jiménez, Marcelo Fernando , Bölükbas, Servet , Thomas, P. A. , Luzzi, Luca , Aigner, Clemens , Minasyan, Anna, Kim, Young Tae , Pompili, Cecilia , Shargall, Yaron , Fiorelli, Alfonso , Curcio, Carlo, Bilfinger, Thomas V. , Engelhardt, Kathryn Elizabeth , Hall, David Jeffrey, Akopov, Andrey L. , Loos, Erik Robert de , Karamustafaoğlu, Yekta Altemur , Bertolaccini, Luca , Hendriks, Jeroen M. , Scanagatta, Paolo , Prisciandaro, Elena , Gómez-Hernández, María Teresa , Agrafiotis, Apostolos C. , Casiraghi, Monica , Danjouma, Cheufou Housmanou, Mariani, Alessandro Wasum , Antonio, David Gómez de , Bolca, Ciprian Nicolae , Cattaneo, Margherita

European Journal of Cardio-Thoracic Surgery | November 15, 2024 | Volume: 66 | Issue: 5 | Pages: No page available

10.1093/ejcts/ezae344 | PMID 39545513 Get It

A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort
Group, MARS, Vasavada, Vrinda, Devana, Sai K. , Hame, Sharon L. , Jazrawi, Laith M. , Huston, Laura J. , Haas, Amanda K. , Cooper, Daniel E. , Amendola, Annunziato, Annunziata, Christopher C., Arciero, Robert A. , Bach, Bernard R. , Baker, Champ L., Bartolozzi, Arthur R. , Baumgarten, Keith M. , Berg, Jeffrey H., Bernas, Geoffrey A., Brockmeier, Stephen F. , Bush‐Joseph, Charles A., Butler, J. Brad, Carey, James L. , Carpenter, James E. , Cole, Brian J. , Cooper, Jonathan M., Creighton, R. Alexander , Dunn, Warren R. , Flanigan, David C. , Frederick, Robert W., Ganley, Theodore J. , Gatt, Charles J. , Gecha, Steven R., Hannafin, Jo A., Harris, Norman Lindsay, Hechtman, Keith S., Hershman, Elliott B., Hoellrich, Rudolf G., Johnson, David C. , Kaeding, Christopher C., Kamath, Ganesh V. , Klootwyk, Thomas E., Levy, Bruce A. , Benjamin, C. , Maiers, G. Peter, Marx, Robert G. , Matava, Matthew J. , Mathien, Gregory M., McCormack, Robert G. , Miller, Bruce S., Nissen, Carl W. , O’Neill, Daniel F., Parker, Richard D., Purnell, Mark L., Ramappa, Arun J. , Rauh, Michael A. , Rettig, Arthur C., Sekiya, Jon K., Shea, Kevin G. , Slauterbeck, James R., Smith, Matthew V. , Svoboda, Steven J. , Taft, Timothy N., Tenuta, Joachim J., Tingstad, Edwin M., Vidal, Armando F. , Viskontas, Darius G., White, Richard A., Wolcott, Michelle L., Wright, Rick W. , York, James J. , Group, MARS, Vasavada, Kinjal , Moran, Jay T. , Lee, Chang Hee , Sherman, Orrin H. , Allen, Christina R. , DeBerardino, Thomas M. , Spindler, Kurt P , Stuart, Michael J., Brophy, Robert H. , Cox, Charles L. , David, Tal S. , Giffin, J. Robert , Johnson, David C., Johnson, Timothy S. , Jones, Morgan H. , Kaeding, Christopher C. , McAllister, David R. , McCarty, Eric C. , Miller, Bruce S., Owens, Brett D. , Spang, Jeffrey T. , Vidal, Armando F. , Williams, James S. , Wolf, Brian R.

Orthopaedic Journal of Sports Medicine | November 14, 2024 | Volume: 12 | Issue: 11 | Pages: No page available

10.1177/23259671241291920 | PMID 39555321 Get It

Background: As machine learning becomes increasingly utilized in orthopaedic clinical research, the application of machine learning methodology to cohort data from the Multicenter ACL Revision Study (MARS) presents a valuable opportunity to translate data into patient-specific insights. Purpose: To apply novel machine learning methodology to MARS cohort data to determine a predictive model of revision anterior cruciate ligament reconstruction (rACLR) graft failure and features most predictive of failure. Study Design: Cohort study; Level of evidence, 3. Methods: The authors prospectively recruited patients undergoing rACLR from the MARS cohort and obtained preoperative radiographs, surgeon-reported intraoperative findings, and 2- and 6-year follow-up data on patient-reported outcomes, additional surgeries, and graft failure. Machine learning models including logistic regression (LR), XGBoost, gradient boosting (GB), random forest (RF), and a validated ensemble algorithm (AutoPrognosis) were built to predict graft failure by 6 years postoperatively. Validated performance metrics and feature importance measures were used to evaluate model performance. Results: The cohort included 960 patients who completed 6-year follow-up, with 5.7% (n = 55) experiencing graft failure. AutoPrognosis demonstrated the highest discriminative power (model area under the receiver operating characteristic curve: AutoPrognosis, 0.703; RF, 0.618; GB, 0.660; XGBoost, 0.680; LR, 0.592), with well-calibrated scores (model Brier score: AutoPrognosis, 0.053; RF, 0.054; GB, 0.057; XGBoost, 0.058; LR, 0.111). The most important features for AutoPrognosis model performance were prior compromised femoral and tibial tunnels (placement and size) and allograft graft type used in current rACLR. Conclusion: The present study demonstrated the ability of the novel AutoPrognosis machine learning model to best predict the risk of graft failure in patients undergoing rACLR at 6 years postoperatively with moderate predictive ability. Femoral and tibial tunnel size and position in prior ACLR and allograft use in current rACLR were all risk factors for rACLR failure in the context of the AutoPrognosis model. This study describes a unique model that can be externally validated with larger data sets and contribute toward the creation of a robust rACLR bedside risk calculator in future studies. Registration: NCT00625885 (ClinicalTrials.gov identifier).
Abstract 4136452: Acute Cardiac Function Change After Catheter Ablation of Ventricular Arrhythmias in Patients with Arrhythmogenic Right Ventricular Cardiomyopathy
Davis, Nathaniel E , Sugrue, Alan , Siontis, Konstantinos C. , Giudicessi, John R. , Bois, John P. , Chang, Ian C , Friedman, Paul A. , Killu, Ammar M. , Ezzeddine, Fatima M. , Kapa, Suraj , Kowlgi, Gurukripa N. , Asirvatham, Samuel J.

Circulation | November 13, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4136452 Get It

Introduction: Arrhythmogenic right ventricular cardiomyopathy (ARVC) is a genetic disorder characterized by fibrofatty replacement of myocardial tissue, creating areas of electrical heterogeneity and increasing the risk of ventricular arrhythmias (VAs) and sudden cardiac death (SCD). Catheter ablation is commonly performed in patients with arrhythmogenic right ventricular cardiomyopathy (ARVC) for management of ventricular arrhythmias (VAs). Whether catheter ablation affects cardiac function post-procedurally is uncertain. Research Question: Does catheter ablation for ARVC result in acute change in cardiac function? Goals/Aims: To assess the impact of catheter ablation for VAs on cardiac function in the acute post-procedure setting. Methods: This retrospective study included patients with ARVC who underwent catheter ablation for VAs at Mayo Clinic. Cardiac function was assessed on pre- and post-procedure transthoracic echocardiograms (TTEs). Post-procedure TTEs were obtained within 4 weeks after the ablation procedure. Right ventricular (RV) enlargement and systolic dysfunction were evaluated as continuous variables (0=none, 1=mild, 2=mild-moderate, 3=moderate, 4=moderate-severe, 5=severe). Results: The study included 32 patients who underwent a total of 44 ablations. Mean age at the time of ablation was 49±16 years, and 24 (75%) were male. After a mean follow-up duration of 2.6±5.5 days, there was a significant worsening in mean RV dysfunction (1.6±1.5 to 2.0±1.4, P = 0.001). There were no significant changes in mean left ventricular ejection fraction (LVEF), left ventricular (LV) dimensions, and RV size. 6 (14%) patients had a >5% decline in LVEF, and 14 (32%) patients had worsening RV function. Transient inotropic support was required in 4 (9%) patients. Conclusion(s): This study is the first to assess the acute impact of catheter ablation for VAs on cardiac function in ARVC patients. These results underscore the importance of careful post-procedure monitoring and planning of the ablation target in these patients to avoid excessive ablation and therefore impairment in cardiac function.