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101 citation(s) found for "Nguyen, Thanh N".

Incidence and clinical outcomes of perforations during mechanical thrombectomy for medium vessel occlusion in acute ischemic stroke: A retrospective, multicenter, and multinational study
Musmar, Basel , Salim, Hamza , Kobeissi, Hassan , Shaikh, Hamza , Khalife, Jane , Abdalkader, Mohamad , Klein, Piers , Heit, Jeremy J. , Regenhardt, Robert W. , Cancelliere, Nicole M , Amllay, Abdelaziz , Dusart, Anne , Bellante, Flavio, Rouchaud, Aymeric , Puri, Ajit S , Dyzmann, Christian , Kan, Peter , Colasurdo, Marco , Berge, Jérôme , Barreau, Xavier , Nedelcu, Simona , Henninger, Nils , Marotta, Thomas R. , Stapleton, Christopher J. , Rabinov, James D. , Dofuku, Shogo , Tan, Benjamin Yong‐Qiang , Salazar‐Marioni, Sergio , Capirossi, Carolina , Chervak, Lina , Adeeb, Nimer , Tjoumakaris, Stavropoula , Khandelwal, Priyank , Biswas, Arundhati , Clarençon, Frédéric , Elhorany, Mahmoud , Premat, Kévin , Valente, Iacopo , Filipe, João Pedro , Varela, Ricardo , Quintero‐Consuegra, Miguel , Gonzalez, Nestor R. , Möhlenbruch, Markus , Costalat, Vincent , Yedavalli, Vivek , Aziz, Yasmin , Stracke, Christian Paul , Kadirvel, Ramanathan , Hsieh, Cheng‐Yang , Liebeskind, David S. , Alexandre, Andrea , Tancredi, Illario , Faizy, Tobias D. , Lubicz, Boris , Patel, Aman B. , Guenego, Adrien , Musmar, Basel , Salim, Hamza , Kobeissi, Hassan , Klein, Piers , Nguyen, Thanh N , Regenhardt, Robert W , Bellante, Flavio , Forestier, Géraud , Marnat, Gaultier , Ota, Takahiro , Dofuku, Shogo , Yeo, Leonard Ll , Salazar-Marioni, Sergio , Jabbour, Pascal , Gonzalez, Nestor R , Möhlenbruch, Markus A , Jesser, Jessica , Aziz, Yasmin , Alexandru Radu, Răzvan , Faizy, Tobias D , Fahed, Robert , Liebeskind, David S. , Heit, Jeremy J , Yedavalli, Vivek S , Cancelliere, Nicole M , Rouchaud, Aymeric , Colasurdo, Marco , Henninger, Nils , Tan, Benjamin Yq , Alexandre, Andrea M , Varela, Ricardo , Dmytriw, Adam A. , Ghozy, Sherief , Siegler, James E. , Nguyen, Thanh N. , Bernstock, Joshua D. , Naamani, Kareem El , Meyer, Lukas , Forestier, Géraud , Saleme, Suzana , Mounayer, Charbel , Fiehler, Jens , Kühn, Anna Luisa , Sibon, Igor , Gopinathan, Anil , Martinez-Gutierrez, Juan Carlos , Sheth, Sunil A , Renieri, Leonardo , Mowla, Ashkan , Vagal, Achala , Cuellar, Hugo , Jabbour, Pascal , Khandelwal, Priyank , Pedicelli, Alessandro , Schiphorst, Adrien ter , Harker, Pablo , Gory, Benjamin , Hecker, Constantin , Killer-Oberpfalzer, Monika , Griessenauer, Christoph J. , Thomas, Ajith J , Radu, Răzvan Alexandru , Fahed, Robert , Weyland, Charlotte S. , Mendes Pereira, Vitor

Mayo Clinic

European Stroke Journal | February 27, 2024 | Volume: 9 | Issue: 2 | Pages: 328-337

10.1177/23969873231219412 | PMID 38409796 Get It

Abstract Background: Mechanical thrombectomy (MT) has revolutionized the treatment of acute ischemic stroke (AIS) due to large vessel occlusion (LVO), but its efficacy and safety in medium vessel occlusion (MeVO) remain less explored. This multicenter, retrospective study aims to investigate the incidence and clinical outcomes of vessel perforations (confirmed by extravasation during an angiographic series) during MT for AIS caused by MeVO. Methods: Data were collected from 37 academic centers across North America, Asia, and Europe between September 2017 and July 2021. A total of 1373 AIS patients with MeVO underwent MT. Baseline characteristics, procedural details, and clinical outcomes were analyzed. Results: The incidence of vessel perforation was 4.8% (66/1373). Notably, our analysis indicates variations in perforation rates across different arterial segments: 8.9% in M3 segments, 4.3% in M2 segments, and 8.3% in A2 segments (p = 0.612). Patients with perforation had significantly worse outcomes, with lower rates of favorable angiographic outcomes (TICI 2c-3: 23% vs 58.9%, p < 0.001; TICI 2b-3: 56.5% vs 88.3%, p < 0.001). Functional outcomes were also worse in the perforation group (mRS 0–1 at 3 months: 22.7% vs 36.6%, p = 0.031; mRS 0–2 at 3 months: 28.8% vs 53.9%, p < 0.001). Mortality was higher in the perforation group (30.3% vs 16.8%, p = 0.008). Conclusion: This study reveals that while the occurrence of vessel perforation in MT for AIS due to MeVO is relatively rare, it is associated with poor functional outcomes and higher mortality. The findings highlight the need for increased caution and specialized training in performing MT for MeVO. Further prospective research is required for risk mitigation strategies.
Factors Affecting Selection of TraineE for Neurointervention (FASTEN)
Elfil, Mohamed , Ghozy, Sherief , Elmashad, Ahmed , Al‐Bayati, Alhamza R , Alaraj, Ali , Brook, Allan , Kam, Anthony W. , Waldau, Ben , Altschul, David , Parrella, David Turkel, Tóth, Gábor , Jindal, Gaurav , Shaikh, Hamza , Dolia, Jaydevsinh , Thomas, Justin, Kim, Louis J. , Harrigan, Mark R. , Kole, Max , Mokin, Max, Janjua, Nazli , Zaidat, Osama O. , Youssef, Patrick , Khandelwal, Priyank , Wang, Qingliang Tony, Szeder, Viktor , Tanweer, Omar , Jankowitz, Brian T. , Heit, Jeremy J. , Williamson, Richard , Kass‐Hout, Tareq , Crowley, R. Webster , El‐Ghanem, Mohammad , Kam, Anthony , Ghozy, Sherief , Siddiqui, Adnan H , Al-Bayati, Alhamza , Alaraj, Ali , Kam, Anthony W , Matouk, Charles , Schirmer, Clemens M , Altschul, David J , Shaikh, Hamza A , Amuluru, Krishna , Grandhi, Ramesh , Hanel, Ricardo A , Ortega-Gutierrez, Santiago , Nguyen, Thanh N , Szeder, Viktor , Heit, Jeremy J , Al-Mufti, Fawaz , Elfil, Mohamed , Dolia, Jaidevsinh , Morsi, Rami Z. , Siddiqui, Adnan H. , Chatterjee, Arindam R , Patsalides, Athos T , Prestigiacomo, Charles Joseph , Matouk, Charles , Schirmer, Clemens M. , Fifi, Johanna T , Fraser, Justin F , Kim, Louis J. , Amans, Matthew R. , Abraham, Michael G. , Jumaa, Mouhammad , Grandhi, Ramesh , Hanel, Ricardó A. , Kellogg, Ryan Thomson , Sheth, Sunil A , Nguyen, Thanh N. , Hu, Yin , Yoo, Albert J. , Al‐Mufti, Fawaz

Mayo Clinic

Interventional Neuroradiology | February 23, 2024 | Volume: 32 | Issue: 4 | Pages: 1253-1260

10.1177/15910199241232726 | PMID 38389309 Get It

Background and importance Neurointervention is a very competitive specialty in the United States due to the limited number of training spots and the larger pool of applicants. The training standards are continuously updated to ensure solid training experiences. Factors affecting candidate(s) selection have not been fully established yet. Our study aims to investigate the factors influencing the selection process. Methods A 52-question survey was distributed to 93 program directors (PDs). The survey consisted of six categories: (a) Program characteristics, (b) Candidate demographics, (c) Educational credentials, (d) Personal traits, (e) Research and extracurricular activities, and (f) Overall final set of characteristics. The response rate was 59.1%. As per the programs’ characteristics, neurosurgery was the most involved specialty in running the training programs (69%). Regarding demographics, the need for visa sponsorship held the greatest prominence with a mean score of 5.9 [standard deviation (SD) 2.9]. For the educational credentials, being a graduate from a neurosurgical residency and the institution where the candidate's residency training is/was scored the highest [5.4 (SD = 2.9), 5.4 (SD = 2.5), respectively]. Regarding the personal traits, assessment by faculty members achieved the highest score [8.9 (SD = 1)]. In terms of research/extracurricular activities, fluency in English had the highest score [7.2 (SD = 1.9)] followed by peer-reviewed/PubMed-indexed publications [6.4 (SD = 2.2)]. Conclusion Our survey investigated the factors influencing the final decision when choosing the future neurointerventional trainee, including demographic, educational, research, and extracurricular activities, which might serve as valuable guidance for both applicants and programs to refine the selection process.
Development and validation of algorithms for identifying lines of therapy in multiple myeloma using real-world data
Romanus, Dorothy , Fraeman, Kathy , Saragoussi, Delphine , Buus, Rebecca Morris, Nguyen, Binh Thanh , Cherepanov, Dasha , Lamerato, Lois , Berger, Ariel , Lamerato, Lois , Berger, Ariel , Ailawadhi, Sikander , Shah, Surbhi

Mayo Clinic

Future Oncology | January 17, 2024 | Volume: 20 | Issue: 15 | Pages: 981-995

10.2217/fon-2023-0696 | PMID 38231002 Get It

European Stroke Organisation (ESO) guidelines on Primary Angiitis of the Central Nervous System (PACNS)
Pascarella, Rosario , Antonenko, Katherina, Boysson, Hubert de , Kargiotis, Odysseas , Nguyen, Thanh N. , Rice, Claire M , Schmidt‐Pogoda, Antje , Strbian, Daniel , De Boysson, Hubert , Kargiotis, Odysseas , Nguyen, Thanh N , Rice, Claire M , Strbian, Daniel , Zedde, Marialuisa , Pascarella, Rosario , Boulouis, Grégoire , Giannini, Caterina , Heldner, Mirjam R. , Salvarani, Carlo , Hussain, Salman , Zedde, Marialuisa

Mayo Clinic

European Stroke Journal | October 30, 2023 | Volume: 8 | Issue: 4 | Pages: 842-879

10.1177/23969873231190431 | PMID 37903069 Get It

The European Stroke Organisation (ESO) guideline on Primary Angiitis of the Central Nervous System (PACNS), developed according to ESO standard operating procedures (SOP) and Grading of Recommendations, Assessment, Development and Evaluation (GRADE) methodology, was elaborated to assist clinicians in the diagnostic and treatment pathway of patients with PACNS in their decision making. A working group involving vascular neurologists, neuroradiologists, rheumatologists, a neuropathologist and a methodologist identified 17 relevant clinical questions; these were addressed according to the patient/population, intervention, comparison and outcomes (PICO) framework and systematic literature reviews were performed. Notably, each PICO was addressed with respect to large vessel (LV)-PACNS and small vessel (SV)-PACNS. Data to answer many questions were scarce or lacking and the quality of evidence was very low overall, so, for some PICOs, the recommendations reflect the ongoing uncertainty. When the absence of sufficient evidence precluded recommendations, Expert Consensus Statements were formulated. In some cases, this applied to interventions in the diagnosis and treatment of PACNS which are embedded widely in clinical practice, for example patterns of cerebrospinal fluid (CSF) and Magnetic Resonance Imaging (MRI) abnormalities. CSF analysis for hyperproteinorrachia and pleocytosis does not have evidence supporting their use as diagnostic tools. The working group recommended that caution is employed in the interpretation of non-invasive vascular imaging due to lack of validation and the different sensitivities in comparison with digital subtraction angiography (DSA) and histopathological analyses. Moreover, there is not a neuroimaging pattern specific for PACNS and neurovascular issues are largely underreported in PACNS patients. The group’s recommendations on induction and maintenance of treatment and for primary or secondary prevention of vascular events also reflect uncertainty due to lack of evidence. Being uncertain the role and practical usefulness of current diagnostic criteria and being not comparable the main treatment strategies, it is suggested to have a multidisciplinary team approach in an expert center during both work up and management of patients with suspected PACNS. Highlighting the limitations of the currently accepted diagnostic criteria, we hope to facilitate the design of multicenter, prospective clinical studies and trials. A standardization of neuroimaging techniques and reporting to improve the level of evidence underpinning interventions employed in the diagnosis and management of PACNS. We anticipate that this guideline, the first comprehensive European guideline on PACNS management using GRADE methodology, will assist clinicians to choose the most effective management strategy for PACNS.
First pass effect as an independent predictor of functional outcomes in medium vessel occlusions: An analysis of an international multicenter study
Radu, Răzvan Alexandru , Costalat, Vincent , Fahed, Robert , Ghozy, Sherief , Shaikh, Hamza , Khalife, Jane , Abdalkader, Mohamad , Klein, Piers , Nguyen, Thanh N. , Heit, Jeremy J. , Regenhardt, Robert W. , Diestro, Jose Danilo Bengzon , Cancelliere, Nicole M , Amllay, Abdelaziz , Dusart, Anne , Bellante, Flavio, Rouchaud, Aymeric , Puri, Ajit S., Dyzmann, Christian , Kan, Peter , Colasurdo, Marco , Berge, Jérôme , Barreau, Xavier , Nedelcu, Simona , Henninger, Nils , Kyheng, Maéva , Marotta, Thomas R. , Stapleton, Christopher J. , Rabinov, James D. , Dofuku, Shogo , Tan, Benjamin Yong‐Qiang , Salazar‐Marioni, Sergio , Capirossi, Carolina , Mowla, Ashkan , Tjoumakaris, Stavropoula I, Khandelwal, Priyank , Biswas, Arundhati , Clarençon, Frédéric , Elhorany, Mahmoud , Premat, Kévin , Valente, Iacopo , Filipe, João Pedro , Varela, Ricardo , Quintero‐Consuegra, Miguel , Gonzalez, Nestor R. , Möhlenbruch, Markus , Tancredi, Illario , Yedavalli, Vivek , Chervak, Lina , Aziz, Yasmin , Stracke, Christian Paul , Hecker, Constantin , Hsieh, Cheng‐Yang , Liebeskind, David S. , Alexandre, Andrea , Faizy, Tobias D. , Patel, Aman B. , Lubicz, Boris , Guenego, Adrien , Klein, Piers , Nguyen, Thanh N , Heit, Jeremy J , Sweid, Ahmad , Bellante, Flavio , Forestier, Géraud , Kühn, Anna Luisa , Marnat, Gaultier , Ota, Takahiro , Dofuku, Shogo , Yeo, Leonard Ll , Salazar-Marioni, Sergio , Jabbour, Pascal , Gonzalez, Nestor R , Möhlenbruch, Markus A , Jesser, Jessica , Aziz, Yasmin , Faizy, Tobias D , Liebeskind, David S. , Ghozy, Sherief , Diestro, Jose Danilo B , Regenhardt, Robert W , Alexandru Radu, Răzvan , Fahed, Robert , Yedavalli, Vivek S , Cancelliere, Nicole M , Rouchaud, Aymeric , Colasurdo, Marco , Hecker, Constantin , Henninger, Nils , Tan, Benjamin Yq , Alexandre, Andrea M , Mowla, Ashkan , Varela, Ricardo , Siegler, James E. , Naamani, Kareem El , Meyer, Lukas , Forestier, Géraud , Saleme, Suzana , Mounayer, Charbel , Fiehler, Jens , Kühn, Anna Luisa , Puri, Ajit S , Sibon, Igor , Martinez-Gutierrez, Juan Carlos , Sheth, Sunil A , Renieri, Leonardo , Tjoumakaris, Stavropoula , Jabbour, Pascal , Khandelwal, Priyank , Pedicelli, Alessandro , Schiphorst, Adrien ter , Harker, Pablo , Gory, Benjamin , Killer-Oberpfalzer, Monika , Griessenauer, Christoph J. , Thomas, Ajith J , Weyland, Charlotte S. , Mendes Pereira, Vitor , Dmytriw, Adam A.

Mayo Clinic

European Stroke Journal | October 27, 2023 | Volume: 9 | Issue: 1 | Pages: 114-123

10.1177/23969873231208276 | PMID 37885243 Get It

Abstract Introduction: First pass effect (FPE), achievement of complete recanalization (mTICI 2c/3) with a single pass, is a significant predictor of favorable outcomes for endovascular treatment (EVT) in large vessel occlusion stroke (LVO). However, data concerning the impact on functional outcomes and predictors of FPE in medium vessel occlusions (MeVO) are scarce. Patients and Methods: We conducted an international retrospective study on MeVO cases. Multivariable logistic modeling was used to establish independent predictors of FPE. Clinical and safety outcomes were compared between the two study groups (FPE vs non-FPE) using logistic regression models. Good outcome was defined as modified Rankin Scale 0–2 at 3 months. Results: Eight hundred thirty-six patients with a final mTICI ⩾ 2b were included in this analysis. FPE was observed in 302 patients (36.1%). In multivariable analysis, hypertension (aOR 1.55, 95% CI 1.10–2.20) and lower baseline NIHSS score (aOR 0.95, 95% CI 0.93–0.97) were independently associated with an FPE. Good outcomes were more common in the FPE versus non-FPE group (72.8% vs 52.8%), and FPE was independently associated with favorable outcome (aOR 2.20, 95% CI 1.59–3.05). 90-day mortality and intracranial hemorrhage (ICH) were significantly lower in the FPE group, 0.43 (95% CI, 0.25–0.72) and 0.55 (95% CI, 0.39–0.77), respectively. Conclusion: Over 2/3 of patients with MeVOs and FPE in our cohort had a favorable outcome at 90 days. FPE is independently associated with favorable outcomes, it may reduce the risk of any intracranial hemorrhage, and 3-month mortality.
Myocardial Recovery in Recent Onset Dilated Cardiomyopathy: Role of CDCP1 and Cardiac Fibrosis
Liu, Duan , Wang, Min , Murthy, Vishakantha , McNamara, Dennis M. , Nguyen, Thanh Thanh L. , Philips, Trudy Janice , Vyas, Hridyanshu , Gao, Huanyao , Sahni, Jyotan , Starling, Randall C. , Skime, Michelle , Batzler, Anthony , Jenkins, Gregory D. , Barlera, Simona, Pileggi, Silvana , Mestroni, Luisa , Merlo, Marco , Pinet, F , Krejčí, Jan , Chaloupka, Anna , Groote, Pascal de , Tschumperlin, Daniel J. , Weinshilboum, Richard M. , Pereira, Naveen L. , Philips, Trudy J, Cooper, Leslie T , Skime, Michelle K , Batzler, Anthony , Pileggi, Silvana , Mestroni, Luisa , Sinagra, Gianfranco , Pinet, Florence , Krejčí, Jan , Chaloupka, Anna , Miller, Jordan D. , de Groote, Pascal , Pereira, Naveen L , Nguyen, Thanh Thanh L. , Wang, Min , Liu, Duan , Cooper, Leslie T. , Weinshilboum, Richard M.

Mayo Clinic

Circulation Research | October 6, 2023 | Volume: 133 | Issue: 10 | Pages: 810-825

10.1161/circresaha.123.323200 | PMID 37800334 Get It

BACKGROUND: Dilated cardiomyopathy (DCM) is a major cause of heart failure and carries a high mortality rate. Myocardial recovery in DCM-related heart failure patients is highly variable, with some patients having little or no response to standard drug therapy. A genome-wide association study may agnostically identify biomarkers and provide novel insight into the biology of myocardial recovery in DCM. METHODS: A genome-wide association study for change in left ventricular ejection fraction was performed in 686 White subjects with recent-onset DCM who received standard pharmacotherapy. Genome-wide association study signals were subsequently functionally validated and studied in relevant cellular models to understand molecular mechanisms that may have contributed to the change in left ventricular ejection fraction. RESULTS: The genome-wide association study identified a highly suggestive locus that mapped to the 5′-flanking region of the CDCP1 (CUB [complement C1r/C1s, Uegf, and Bmp1] domain containing protein 1) gene (rs6773435; P =7.12×10 −7 ). The variant allele was associated with improved cardiac function and decreased CDCP1 transcription. CDCP1 expression was significantly upregulated in human cardiac fibroblasts (HCFs) in response to the PDGF (platelet-derived growth factor) signaling, and knockdown of CDCP1 significantly repressed HCF proliferation and decreased AKT (protein kinase B) phosphorylation. Transcriptomic profiling after CDCP1 knockdown in HCFs supported the conclusion that CDCP1 regulates HCF proliferation and mitosis. In addition, CDCP1 knockdown in HCFs resulted in significantly decreased expression of soluble ST2 (suppression of tumorigenicity-2), a prognostic biomarker for heart failure and inductor of cardiac fibrosis. CONCLUSIONS: CDCP1 may play an important role in myocardial recovery in recent-onset DCM and mediates its effect primarily by attenuating cardiac fibrosis.
Machine Learning-Based Prediction of in-Hospital Death for Patients with Takotsubo Syndrome: The InterTAK-ML Model
Filippo, Ovidio De , Cammann, Victoria L. , Vece, Davide Di , Schweiger, Victor , Niederseer, David , Szawan, Konrad A. , Würdinger, Michael , Koleva, Iva, Bellino, Michele , Vecchione, Carmine , Bossone, Eduardo , Gili, Sebastiano , Franke, Jennifer , Meder, Benjamin , Knorr, Maike, Jansen, Thomas , Lewinski, Dirk von , Burgdorf, Christof , Kherad, Behrouz , Tschöpe, Carsten , Sarcon, Annahita, Shinbane, Jerold S., Rajan, Lawrence, Michels, Guido, Pfister, Roman , Jacobshagen, Claudius, Karakas, Mahir , Pott, Alexander , Meyer, Philippe , Roffi, Marco , Wolfrum, Mathias , Cuculi, Florim , Fischer, Thomas, Vasankari, Tuija , Dworakowski, Rafał , MacCarthy, Philip , Osswald, Stefan , Galiuto, Leonarda , Chan, Christina , Bridgman, Paul , Beug, Daniel , Gilyarova, Ekaterina, Gilyarov, Mikhail , Akın, İbrahim , Poledníková, Karolína, Winchester, David E. , Massoomi, Michael , Carrilho‐Ferreira, Pedro , Hauck, Christian , Paolini, Carla , Bilato, Claudio , Kobayashi, Yoshio, Ishibashi, Iwao, Himi, Toshiharu, Din, Jehangir , Rihal, Charanjit S. , Liu, Kan , Jörg, Lucas, Rickli, Hans , Böhm, Michael , Pinto, Fausto J. , Widimský, Petr , Felix, Stephan B. , Rottbauer, Wolfgang , Budnik, Monika , Opolski, Grzegorz , Bruno, Francesco , Kong, William , Dalakoti, Mayank , Imori, Yoichi , Münzel, Thomas , Crea, Filippo , Lüscher, Thomas F. , Ghadri, Jelena R. , Templin, Christian , Bossone, Eduardo , Vecchione, Carmine , Bruno, Francesco , von Lewinski, Dirk , Tschöpe, Carsten , Meyer, Philippe , Bilato, Claudio , Pancotti, Corrado , Silverio, Angelo , Dusi, Veronica , Parodi, Guido , Neuhaus, Michael, Jaguszewski, Miłosz , Noutsias, Michel , Dichtl, Wolfgang , Cuneo, Alessandro , Köenig, Wolfgang , Banning, Adrian , Kobza, Richard , Airaksinen, Juhani , Napp, L. Christian , Kaiser, Christoph A. , Delmas, Clément , Lairez, Olivier , Shilova, Alexandra S. , El‐Battrawy, Ibrahim , Toušek, Petr , Gałuszka, Jan , Ukena, Christian , Poglajen, Gregor , Kato, Ken , Himi, Toshiharu, Al‐Shammari, Ali Saad , Prasad, Abhiram , Rihal, Charanjit S. , Schulze, Paul Christian , Bianco, Matteo , Pestana, Gonçalo , Nguyen, Thanh Ha Tuan , Maier, Lars S. , Braun-Dullaeus, Ruediger Christian , Hasenfuß, Gerd , Pieske, Burkert , Schunkert, Heribert , Thiele, Hölger , Bauersachs, Johann , Horowitz, John D. , Mario, Carlo Di , Bax, Jeroen J. , Ruschitzka, Frank T. , Ferrari, Gaetano Maria De , Fariselli, Piero , Citro, Rodolfo , D’Ascenzo, Fabrizio

Mayo Clinic

European Journal of Heart Failure | July 31, 2023 | Volume: 25 | Issue: 12 | Pages: 2299-2311

10.1002/ejhf.2983 | PMID 37522520 Get It

ABSTRACT Aims Takotsubo syndrome (TTS) is associated with a substantial rate of adverse events. We sought to design a machine learning (ML)-based model to predict the risk of in-hospital death and to perform a clustering of TTS patients to identify different risk profiles. Methods and results A ridge logistic regression-based ML model for predicting in-hospital death was developed on 3482 TTS patients from the International Takotsubo (InterTAK) Registry, randomly split in a train and an internal validation cohort (75% and 25% of the sample size, respectively) and evaluated in an external validation cohort (1037 patients). Thirty-one clinically relevant variables were included in the prediction model. Model performance represented the primary endpoint and was assessed according to area under the curve (AUC), sensitivity and specificity. As secondary endpoint, a K-medoids clustering algorithm was designed to stratify patients into phenotypic groups based on the 10 most relevant features emerging from the main model. The overall incidence of in-hospital death was 5.2%. The InterTAK-ML model showed an AUC of 0.89 (0.85–0.92), a sensitivity of 0.85 (0.78–0.95) and a specificity of 0.76 (0.74–0.79) in the internal validation cohort and an AUC of 0.82 (0.73–0.91), a sensitivity of 0.74 (0.61–0.87) and a specificity of 0.79 (0.77–0.81) in the external cohort for in-hospital death prediction. By exploiting the 10 variables showing the highest feature importance, TTS patients were clustered into six groups associated with different risks of in-hospital death (28.8% vs. 15.5% vs. 5.4% vs. 1.0.8% vs. 0.5%) which were consistent also in the external cohort. Conclusion A ML-based approach for the identification of TTS patients at risk of adverse short-term prognosis is feasible and effective. The InterTAK-ML model showed unprecedented discriminative capability for the prediction of in-hospital death.
Aspiration Versus Stent‐Retriever as First‐Line Endovascular Therapy Technique for Primary Medium and Distal Intracranial Occlusions: A Propensity‐Score Matched Multicenter Analysis
Shaikh, Hamza , Khalife, Jane , Oak, Solomon , Abdalkader, Mohamad , Kass‐Hout, Tareq , Morsi, Rami Z. , Heit, Jeremy J. , Regenhardt, Robert W. , Diestro, Jose Danilo Bengzon , Ghozy, Sherief , Amllay, Abdelaziz , Dusart, Anne , Bellante, Flavio, Puri, Ajit S , Dyzmann, Christian , Kan, Peter , Berge, Jérôme , Barreau, Xavier , Nedelcu, Simona , Henninger, Nils , Marotta, Thomas R. , Stapleton, Christopher J. , Rabinov, James D. , Dofuku, Shogo , Capirossi, Carolina , Tjoumakaris, Stavropoula , Jabbour, Pascal , Khandelwal, Priyank , Biswas, Arundhati , Clarençon, Frédéric , Elhorany, Mahmoud , Premat, Kévin , Valente, Iacopo , Filipe, João Pedro , Varela, Ricardo , Quintero‐Consuegra, Miguel , Gonzalez, Nestor R. , Möhlenbruch, Markus , Costalat, Vincent , Chervak, Lina , Aziz, Yasmin , Bullrich, María Bres , Liebeskind, David S. , Alexandre, Andrea , Tancredi, Illario , Faizy, Tobias D. , Patel, Aman B. , Lubicz, Boris , Guenego, Adrien , Dmytriw, Adam A , Liebeskind, David S. , Heit, Jeremy J , Ghozy, Sherief , Diestro, Jose Danilo B , Gonzalez, Nestor R , Aziz, Yasmin , Regenhardt, Robert W , Henninger, Nils , Alexandre, Andrea M , Morsi, Rami Z , Varela, Ricardo , Siegler, James E. , Zhang, Linda , Klein, Piers , Nguyen, Thanh N. , Cancelliere, Nicole M , Sweid, Ahmad , Naamani, Kareem El , Meyer, Lukas , Forestier, Géraud , Rouchaud, Aymeric , Saleme, Suzana , Mounayer, Charbel , Fiehler, Jens , Kühn, Anna Luisa , Colasurdo, Marco , Marnat, Gaultier , Sibon, Igor , Das, Alvin S. , Ota, Takahiro , Yeo, Leonard Ll , Tan, Benjamin Yong‐Qiang , Martinez-Gutierrez, Juan Carlos , Salazar‐Marioni, Sergio , Sheth, Sunil A , Renieri, Leonardo , Mowla, Ashkan , Jabbour, Pascal , Khandelwal, Priyank , Pedicelli, Alessandro , Jesser, Jessica , Schiphorst, Adrien ter , Yedavalli, Vivek , Harker, Pablo , Sposato, Luciano A. , Gory, Benjamin , Hecker, Constantin , Killer-Oberpfalzer, Monika , Griessenauer, Christoph J. , Thomas, Ajith J , Hsieh, Cheng‐Yang , Radu, Răzvan Alexandru , Fahed, Robert , Weyland, Charlotte S. , Mendes Pereira, Vitor , Dmytriw, Adam A.

Mayo Clinic

Stroke: Vascular and Interventional Neurology | July 6, 2023 | Volume: 3 | Issue: 6 | Pages: No page available

10.1161/svin.123.000931 | PMID 41585056 Get It

Background For acute proximal intracranial artery occlusions, contact aspiration may be more effective than stent‐retriever for first‐line reperfusion therapy. Due to the lack of data regarding medium vessel occlusion thrombectomy, we evaluated outcomes according to first‐line technique in a large, multicenter registry. Methods Imaging, procedural, and clinical outcomes of patients with acute proximal medium vessel occlusions (M2, A1, or P1) or distal medium vessel occlusions (M3, A2, P2, or further) treated at 37 sites in 10 countries were analyzed according to first‐line endovascular technique (stent‐retriever versus aspiration). Multivariable logistic regression and propensity‐score matching were used to estimate the odds of the primary outcome, expanded Thrombolysis in Cerebral Infarction score of 2b–3 (“successful recanalization”), as well as secondary outcomes (first‐pass effect, expanded Thrombolysis in Cerebral Infarction 2c‐3, intracerebral hemorrhage, and 90‐day modified Rankin scale, 90‐day mortality) between treatment groups. Results Of the 440 included patients (44.5% stent‐retriever versus 55.5% aspiration), those treated with stent‐retriever had lower baseline Alberta Stroke Program Early Computed Tomography Scale scores (median 8 versus 9; P <0.01), higher National Institutes of Health Stroke Scale scores (median 13 versus 11; P =0.02), and nonsignificantly fewer medium‐distal occlusions (M3, A2, P2, or other: 17.4% versus 23.8%; P =0.10). Use of a stent‐retriever was associated with 15% lower odds of successful recanalization (odds ratio [OR], 0.85; [95% CI 0.74–0.98]; P =0.02), but this was not significant after multivariable adjustment in the total cohort (adjusted OR, 0.88; [95% CI 0.72–1.09]; P =0.24), or in the propensity‐score matched cohort (n=105 in each group) (adjusted OR, 0.94; [95% CI 0.75–1.18]; P =0.60). There was no significant association between technique and secondary outcomes in the propensity‐score matched adjusted models. Conclusion In this large, diverse, multinational medium vessel occlusion cohort, we found no significant difference in imaging or clinical outcomes with aspiration versus stent‐retriever thrombectomy.
Real‐World Outcomes of Endovascular Thrombectomy for Basilar Artery Occlusion: Results of the BArONIS Study
Dicpinigaitis, Alis J. , Dick‐Godfrey, Rosalind, Gellerson, Olivia, Shapiro, Steven D. , Kamal, Haris , Ghozy, Sherief , Yaghi, Shadi , Altschul, David , Brook, Allan , Jovin, Tudor G. , Gandhi, Chirag D. , Yaghi, Shadi , Ghozy, Sherief , Altschul, David J , Jovin, Tudor G , Dick-Godfrey, Rosalind, Kaur, Gurmeen , Desai, Shashvat M. , Ortega-Gutierrez, Santiago , Jadhav, Ashutosh P. , Hassan, Ameer E , Nguyen, Thanh N. , Mayer, Stephan A. , Nogueira, Raul G. , Al‐Mufti, Fawaz

Mayo Clinic

Annals of Neurology | March 10, 2023 | Volume: 94 | Issue: 1 | Pages: 55-60

10.1002/ana.26640 | PMID 36897101 Get It

ObjectiveTo evaluate clinical outcomes of endovascular thrombectomy (EVT) for acute basilar artery occlusion (BAO) using population‐level data from the United States.MethodsWeighted discharge data from the National Inpatient Sample were queried to identify adult patients with acute BAO during the period of 2015 to 2019 treated with EVT or medical management only. Complex samples statistical methods and propensity‐score adjustment using inverse probability of treatment weighting (IPTW) were performed to assess clinical endpoints.ResultsAmong 3,950 BAO patients identified, 1,425 (36.1%) were treated with EVT [mean age 66.7 years, median National Institute of Health Stroke Scale (NIHSS) score 22]. On unadjusted analysis, 155 (10.9%) EVT patients achieved favorable functional outcomes (discharge disposition to home without services), while 515 (36.1%) experienced in‐hospital mortality, and 20 (1.4%) developed symptomatic intracranial hemorrhage (sICH). Following propensity‐score adjustment by IPTW accounting for age, stroke severity, and comorbidity burden, EVT was independently associated with favorable functional outcome [adjusted odds ratio (aOR) 1.25, 95% confidence interval (CI) 1.07, 1.46; p = 0.004], but not with in‐hospital mortality or sICH. In an IPTW‐adjusted sub‐group analysis of patients with NIHSS scores >20, EVT was associated with both favorable functional outcome (discharge disposition to home or to acute rehabilitation) (aOR 1.55, 95% CI 1.24, 1.94; p < 0.001) and decreased mortality (aOR 0.78, 95% CI 0.69, 0.89; p < 0.001), but not with sICH.InterpretationThis retrospective population‐based analysis using a large national registry provides real‐world evidence of a potential benefit of EVT in acute BAO patients. ANN NEUROL 2023;94:55–60
QSM Throughout the Body
Dimov, Alexey , Li, Jiahao , Nguyen, Thanh D. , Roberts, Alexandra , Spincemaille, Pascal , Straub, Sina , Zun, Zungho , Prince, Martin R. , Wang, Yi , Dimov, Alexey V , Roberts, Alexandra G , Spincemaille, Pascal , Straub, Sina

Mayo Clinic

Journal of Magnetic Resonance Imaging | February 7, 2023 | Volume: 57 | Issue: 6 | Pages: 1621-1640

10.1002/jmri.28624 | PMID 36748806 Get It

Magnetic materials in tissue, such as iron, calcium, or collagen, can be studied using quantitative susceptibility mapping (QSM). To date, QSM has been overwhelmingly applied in the brain, but is increasingly utilized outside the brain. QSM relies on the effect of tissue magnetic susceptibility sources on the MR signal phase obtained with gradient echo sequence. However, in the body, the chemical shift of fat present within the region of interest contributes to the MR signal phase as well. Therefore, correcting for the chemical shift effect by means of water‐fat separation is essential for body QSM. By employing techniques to compensate for cardiac and respiratory motion artifacts, body QSM has been applied to study liver iron and fibrosis, heart chamber blood and placenta oxygenation, myocardial hemorrhage, atherosclerotic plaque, cartilage, bone, prostate, breast calcification, and kidney stone.