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1070 citation(s) found for "Dürr, Alexandra".

Influence of amyloid and diagnostic syndrome on non‐traditional memory scores in early‐onset Alzheimer's disease
Bushnell, Justin, Hammers, Dustin B. , Aisen, Paul , Dage, Jeffrey L. , Eloyan, Ani , Grinberg, Lea T. , Kirby, Kala, Kramer, Joel H. , Kukull, Walter A. , Joie, Renaud La , Mundada, Nidhi S. , Rumbaugh, Malia, Soleimani‐Meigooni, David N. , Touroutoglou, Alexandra , Vemuri, Prashanthi , Day, Gregory S. , Duara, Ranjan , Graff‐Radford, Neill R. , Masdeu, Joseph C. , Mendez, Mario F. , Onyike, Chiadi U. , Riddle, Meghan , Rogalskı, Emily , Salloway, Steven, Sha, Sharon, Turner, Raymond Scott , Wingo, Thomas S. , Carrillo, María C. , Rabinovici, Gil D. , Apostolova, Liana G. , Clark, David , Vemuri, Prashanthi , Day, Gregory S , La Joie, Renaud , Grinberg, Lea , Rabinovici, Gil D , Wingo, Thomas S , Dage, Jeffrey L , Hammers, Dustin B , Foroud, Tatiana , Iaccarino, Leonardo , Jack, Clifford R. , Koeppe, Robert A. , Murray, Melissa E. , Nudelman, Kelly , Toga, Arthur W. , Atri, Alireza , Duara, Ranjan , Honig, Lawrence S. , Jones, David T. , Masdeu, Joseph C , Musiek, Erik , Salloway, Steve , Sha, Sharon J. , Wolk, David A. , Dickerson, Bradford Clark

Alzheimer's & Dementia | September 1, 2023 | Volume: 19 | Issue: S9 | Pages: No page available

10.1002/alz.13434 | PMID 37653686 Get It

AbstractINTRODUCTIONThe Rey Auditory Verbal Learning Test (RAVLT) is a useful neuropsychological test for describing episodic memory impairment in dementia. However, there is limited research on its utility in early‐onset Alzheimer's disease (EOAD). We assess the influence of amyloid and diagnostic syndrome on several memory scores in EOAD.METHODSWe transcribed RAVLT recordings from 303 subjects in the Longitudinal Early‐Onset Alzheimer's Disease Study. Subjects were grouped by amyloid status and syndrome. Primacy, recency, J‐curve, duration, stopping time, and speed score were calculated and entered into linear mixed effects models as dependent variables.RESULTSCompared with amyloid negative subjects, positive subjects exhibited effects on raw score, primacy, recency, and stopping time. Inter‐syndromic differences were noted with raw score, primacy, recency, J‐curve, and stopping time.DISCUSSIONRAVLT measures are sensitive to the effects of amyloid and syndrome in EOAD. Future work is needed to quantify the predictive value of these scores.Highlights RAVLT patterns characterize various presentations of EOAD and EOnonAD Amyloid impacts raw score, primacy, recency, and stopping time Timing‐based scores add value over traditional count‐based scores
Significant Variability in Postoperative Thromboprophylaxis in Cushing's Disease Patients: A Survey of the North American Skull Base Society and the AANS/CNS Joint Tumor Section
White, Alexandra J. , Yogi-Morren, Divya , Kshettry, Varun R. , Recinos, Pablo F , Kshettry, Varun R , Almeida, João Paulo , Petitt, Jordan C. , Recinos, Pablo F.

Journal of Neurological Surgery Part B: Skull Base | August 29, 2023 | Volume: 85 | Issue: 05 | Pages: 540-545

10.1055/s-0043-1772698 | PMID 39228887 Get It

Abstract Introduction Cushing's disease (CD) is associated with hypercoagulability which is associated with an increased risk of venous thromboembolic events (VTEs) perioperatively. This risk persists even after successful transsphenoidal surgery (TSS). However, there are no current guidelines for pharmacologic thromboprophylaxis in this patient population. Objective Characterize existing thromboprophylaxis management practices in patients undergoing TSS for CD. Methods An anonymous RedCap survey comprised of questions about perioperative thromboprophylaxis in CD patients was distributed via the American Association of Neurological Surgeons (AANS)/Congress of Neurological Surgeons (CNS) Joint Tumor Section and the North American Skull Base Society (NASBS) email lists. Results The survey was distributed to 554 members of the AANS/CNS Joint Tumor Section and 1,094 members of NASBS asking that members who surgically treat CD respond. Sixty responses (3.0% response rate) were received. Fifty-two (86.7%) respondents are involved in the postoperative management of CD patients. Thirty-six (69.2%) treat all patients with postoperative VTE chemoprophylaxis, 8 (15.4%) treat some patients, while 8 (15.4%) do not use chemoprophylaxis. Preferred chemoprophylaxis varies as 26 (59.1%) administer low molecular weight heparin, 14 (31.8%) give unfractionated heparin, 1 (2.3%) give direct oral anticoagulants, and 3 (6.8%) give aspirin. Most (28, 53.8%) of the respondents perceive the VTE risk in this patient population to be 0 to 5%, 16 (30.8%) perceive the risk to be 6 to 10%, and 8 (15.4%) perceive it to be 11 to 20%. Conclusion There is great variability in VTE detection and postoperative prevention practice patterns in CD patients. This study highlights the need for prospective studies to clarify optimal pharmacologic chemoprophylaxis strategies and duration in this patient population.
A TGF-β/KLF10 signaling axis regulates atrophy-associated genes to induce muscle wasting in pancreatic cancer
Dasgupta, Aneesha , Gibbard, Daniel F., Schmitt, R. , Arneson‐Wissink, Paige C. , Ducharme, Alexandra M. , Bruinsma, Elizabeth S. , Hawse, John R. , Jatoi, Aminah , Schmitt, Rebecca E, Bruinsma, Elizabeth S , Ducharme, Alexandra , Gibbard, D., Doles, Jason D.

Proceedings of the National Academy of Sciences | August 16, 2023 | Volume: 120 | Issue: 34 | Pages: No page available

10.1073/pnas.2215095120 | PMID 37585460 Get It

Cancer cachexia, and its associated complications, represent a large and currently untreatable roadblock to effective cancer management. Many potential therapies have been proposed and tested—including appetite stimulants, targeted cytokine blockers, and nutritional supplementation—yet highly effective therapies are lacking. Innovative approaches to treating cancer cachexia are needed. Members of the Kruppel-like factor (KLF) family play wide-ranging and important roles in the development, maintenance, and metabolism of skeletal muscle. Within the KLF family, we identified KLF10 upregulation in a multitude of wasting contexts—including in pancreatic, lung, and colon cancer mouse models as well as in human patients. We subsequently interrogated loss-of-function of KLF10 as a potential strategy to mitigate cancer associated muscle wasting. In vivo studies leveraging orthotopic implantation of pancreas cancer cells into wild-type and KLF10 KO mice revealed significant preservation of lean mass and robust suppression of pro-atrophy muscle-specific ubiquitin ligases Trim63 and Fbxo32, as well as other factors implicated in atrophy, calcium signaling, and autophagy. Bioinformatics analyses identified Transforming growth factor beta (TGF-β), a known inducer of KLF10 and cachexia promoting factor, as a key upstream regulator of KLF10. We provide direct in vivo evidence that KLF10 KO mice are resistant to the atrophic effects of TGF-β. ChIP-based binding studies demonstrated direct binding to Trim63 , a known wasting-associated atrogene. Taken together, we report a critical role for the TGF-β/KLF10 axis in the etiology of pancreatic cancer–associated muscle wasting and highlight the utility of targeting KLF10 as a strategy to prevent muscle wasting and limit cancer-associated cachexia.
Safety and efficacy of immune checkpoint inhibitors in advanced penile cancer: report from the Global Society of Rare Genitourinary Tumors
Zarif, Talal El , Pond, Gregory R. , Zhuang, Tony , Master, Viraj A. , Nazha, Bassel , Niglio, Scot A. , Simon, Nicholas I. , Hahn, Andrew W. , Pettaway, Curtis A. , Tu, Shi‐Ming, Abdel‐Wahab, Noha , Velev, Maud , Flippot, Ronan , Maruzzo, Marco , Yang, Yuanquan , Rodriguez, Pablo Alvarez, Castellano, Daniel , Velasco, Guillermo de , Roviello, Giandomenico , Antonuzzo, Lorenzo , McKay, Rana R. , Hui, Gavin , Drakaki, Alexandra , Glover, Michael , Khaki, Ali Raza , El‐Am, Edward , Patel, Vaibhav G. , Piedra, A. , Gernone, Angela , Davis, Nancy B. , Matthews, Harrison, Giudice, Giulia Claire , Farolfi, Alberto , Milowsky, Matthew I. , Appleman, Leonard J. , Freeman, Dory , Sonpavde, Guru , El Zarif, Talal , Nazha, Bassel , Hahn, Andrew W , Antonuzzo, Lorenzo , Khaki, Ali Raza , El-Am, Edward , Appleman, Leonard , Choueiri, Toni K , Spiess, Philippe E , Necchi, Andrea , Sonpavde, Guru , Pond, Gregory Russell , Nassar, Amin H. , Tu, Shi‐Ming , Buti, Sebastiano , Mittra, Arjun , Gheeya, Jinesh , Vincenzi, Bruno , Cortellini, Alessio , Drakaki, Alexandra , Adra, Nabil , Mouhieddine, Tarek H. , Harrison, Michael R. , Kanesvaran, Ravindran , Barata, Pedro C. , Lee, Jae‐Lyun , Stahlfeld, Charlotte N. , Kim, Joseph W. , Choueiri, Toni K. , Spiess, Philippe E. , Necchi, Andrea , Apolo, Andrea B

JNCI: Journal of the National Cancer Institute | August 11, 2023 | Volume: 115 | Issue: 12 | Pages: 1605-1615

10.1093/jnci/djad155 | PMID 37563779 Get It

Abstract Background Treatment options for penile squamous cell carcinoma are limited. We sought to investigate clinical outcomes and safety profiles of patients with penile squamous cell carcinoma receiving immune checkpoint inhibitors. Methods This retrospective study included patients with locally advanced or metastatic penile squamous cell carcinoma receiving immune checkpoint inhibitors between 2015 and 2022 across 24 centers in the United States, Europe, and Asia. Overall survival and progression-free survival were estimated using the Kaplan-Meier method. Objective response rates were determined per Response Evaluation Criteria in Solid Tumours 1.1 criteria. Treatment-related adverse events were graded per the Common Terminology Criteria for Adverse Events, version 5.0. Two-sided statistical tests were used for comparisons. Results Among 92 patients, 8 (8.7%) were Asian, 6 (6.5%) were Black, and 24 (29%) were Hispanic and/or Latinx. Median (interquartile range) age was 62 (53-70) years. In all, 83 (90%) had metastatic penile squamous cell carcinoma, and 74 (80%) had received at least second-line treatment. Most patients received pembrolizumab monotherapy (n = 26 [28%]), combination nivolumab-ipilimumab with or without multitargeted tyrosine kinase inhibitors (n = 23 [25%]), or nivolumab (n = 16 [17%]) or cemiplimab (n = 15 [16%]) monotherapies. Median overall and progression-free survival were 9.8 months (95% confidence interval = 7.7 to 12.8 months) and 3.2 months (95% confidence interval = 2.5 to 4.2 months), respectively. The objective response rate was 13% (n = 11/85) in the overall cohort and 35% (n = 7/20) in patients with lymph node–only metastases. Visceral metastases, Eastern Cooperative Oncology Group (ECOG) performance status of 1 or higher, and a higher neutrophil/lymphocyte ratio were associated with worse overall survival. Treatment-related adverse events occurred in 27 (29%) patients, and 9.8% (n = 9) of the events were grade 3 or higher. Conclusions Immune checkpoint inhibitors are active in a subset of patients with penile squamous cell carcinoma. Future translational studies are warranted to identify patients more likely to derive clinical benefit from immune checkpoint inhibitors.
When in doubt, return to fundamentals (seizure semiology)
Nordli, Douglas R. , Beier, Alexandra D., Galán, Fernando , Galan, Fernando N , Nordli Iii, Douglas R

Epileptic Disorders | August 10, 2023 | Volume: 25 | Issue: 5 | Pages: 769-778

10.1002/epd2.20140 | PMID 37559191 Get It

AbstractThis case of drug resistant focal epilepsy highlights several invaluable teaching points. Hypotheses grounded in seizure semiology provide the best framework to ensure accurate interpretation of diagnostic testing. Without a hypothesis, information gathered from tests can be difficult to linearly piece together and can lead to poor patient outcomes. The case also provides a real‐world conundrum of discordant test results that were ultimately rectified by re‐visiting the initial hypothesis and cross‐testing. Perinatal stroke continues to be a common etiology of drug resistant epilepsy. Patients can achieve seizure freedom and good quality of life with appropriate workup and in appropriate cases, surgery.
Discordant pathologic diagnoses of myelodysplastic neoplasms and their implications for registries and therapies
Gorak, Edward J., Otterstatter, Michael , Baghdadi, Tareq Al, Foran, James M. , Liu, Jane Jijun, Gore, Steven D. , Kroft, Steven H. , Saber, Wael , Rollison, Dana E. , Wilson, Steffanie H, Thompson, Jason, Borchert, Christine, Hebert, Donnie, Walker, Mary E. , Padron, Eric , Wilson, Stephanie H. , Gillis, Nancy , Bejar, Rafael , Kroft, Steven H , Zhang, Ling , Sherman, Seth , Sekeres, Mikkael A , Otterstatter, Michael , Baghdadi, Tareq Al , Harrington, Alexandra, Starczynowski, Daniel T. , Zhang, Ling , Moscinski, Lynn C. , Dezern, Amy Elizabeth , Sekeres, Mikkael A.

Blood Advances | August 8, 2023 | Volume: 7 | Issue: 20 | Pages: 6120-6129

10.1182/bloodadvances.2023010061 | PMID 37552083 Get It

Abstract Myelodysplastic neoplasms (MDS) are a collection of hematopoietic disorders with widely variable prognoses and treatment options. Accurate pathologic diagnoses present challenges because of interobserver variability in interpreting morphology and quantifying dysplasia. We compared local clinical site diagnoses with central, adjudicated review from 918 participants enrolled in the ongoing National Heart, Lung, and Blood Institute National MDS Natural History Study, a prospective observational cohort study of participants with suspected MDS or MDS/myeloproliferative neoplasms (MPNs). Locally, 264 (29%) were diagnosed as having MDS, 15 (2%) MDS/MPN overlap, 62 (7%) idiopathic cytopenia of undetermined significance (ICUS), 0 (0%) acute myeloid leukemia (AML) with <30% blasts, and 577 (63%) as other. Approximately one-third of cases were reclassified after central review, with 266 (29%) diagnosed as MDS, 45 (5%) MDS/MPN overlap, 49 (5%) ICUS, 15 (2%) AML with <30%, and 543 (59%) as other. Site miscoding errors accounted for more than half (53%) of the local misdiagnoses, leaving a true misdiagnosis rate of 15% overall, 21% for MDS. Therapies were reported in 37% of patients, including 43% of patients with MDS, 49% of patients with MDS/MPN, and 86% of patients with AML with <30% blasts. Treatment rates were lower (25%) in cases with true discordance in diagnosis compared with those for whom local and central diagnoses agreed (40%), and receipt of inappropriate therapy occurred in 7% of misdiagnosed cases. Discordant diagnoses were frequent, which has implications for the accuracy of study-related and national registries and can lead to inappropriate therapy. This trial was registered at www.clinicaltrials.gov as #NCT05074550.
The Value of Pharmacogenomics for White and Indigenous Americans after Kidney Transplantation
Brady, Alexandra, Misra, Suman , Abdelmalek, Mina, Kekić, Adrijana, Lim, Elisabeth S. , Jakob, Nicholas, Keddis, Mira T. , Kunze, Katie, Lim, Elisabeth, Keddis, Mira , Kunze, Katie L. , Mour, Girish

Pharmacy | August 8, 2023 | Volume: 11 | Issue: 4 | Pages: 125

10.3390/pharmacy11040125 | PMID 37624080 Get It

Background: There is a paucity of evidence to inform the value of pharmacogenomic (PGx) results in patients after kidney transplant and how these results differ between Indigenous Americans and Whites. This study aims to identify the frequency of recommended medication changes based on PGx results and compare the pharmacogenomic (PGx) results and patients’ perceptions of the findings between a cohort of Indigenous American and White kidney transplant recipients. Methods: Thirty-one Indigenous Americans and fifty White kidney transplant recipients were studied prospectively. Genetic variants were identified using the OneOme RightMed PGx test of 27 genes. PGx pharmacist generated a report of the genetic variation and recommended changes. Pre- and post-qualitative patient surveys were obtained. Results: White and Indigenous American subjects had a similar mean number of medications at the time of PGx testing (mean 13 (SD 4.5)). In the entire cohort, 53% received beta blockers, 30% received antidepressants, 16% anticoagulation, 47% pain medication, and 25% statin therapy. Drug–gene interactions that warranted a clinical action were present in 21.5% of patients. In 12.7%, monitoring was recommended. Compared to the Whites, the Indigenous American patients had more normal CYP2C19 (p = 0.012) and CYP2D6 (p = 0.012) activities. The Indigenous American patients had more normal CYP4F2 (p = 0.004) and lower VKORC (p = 0.041) activities, phenotypes for warfarin drug dosing, and efficacy compared to the Whites. SLC6A4, which affects antidepressant metabolism, showed statistical differences between the two cohorts (p = 0.017); specifically, SLC6A4 had reduced expression in 45% of the Indigenous American patients compared to 20% of the White patients. There was no significant difference in patient perception before and after PGx. Conclusions: Kidney transplant recipients had several drug–gene interactions that were clinically actionable; over one-third of patients were likely to benefit from changes in medications or drug doses based on the PGx results. The Indigenous American patients differed in the expression of drug-metabolizing enzymes and drug transporters from the White patients.
A global action agenda for turning the tide on fatty liver disease
Lazarus, Jeffrey V. , Mark, Henry E. , Allen, Alina M. , Arab, Juan Pablo , Carrieri, Patrizia , Noureddin, Mazen , Alazawi, William , Alkhouri, Naim , Alqahtani, Saleh A. , Anstee, Quentin M. , Brennan, Paul , Burra, Patrizia , Castro‐Narro, Graciela , Cortez‐Pinto, Helena , Cusi, Kenneth , Dedes, Nikos, Duseja, Ajay , Gastaldelli, Amalia , Hagström, Hannes , Huang, Terry T.‐K. , Ivancovsky‐Wajcman, Dana , Kautz, Achim, Kopka, Christopher J. , Krag, Aleksander , Newsome, Philip N. , Rinella, Mary E. , Silva, Marcelo , Tsochatzis, Emmanuel , Valenti, Luca , Zelber‐Sagi, Shira , Schattenberg, Jörn M. , Younossi, Zobair M. , Collaborators, on behalf of the Healthy Livers, Healthy Lives, Adams, Leon A. , Wong, Robert J. , Satapathy, Sanjaya K. , Alves‐Bezerra, Michele , Khader, Yousef , Graupera, Isabel , Grønbæk, Henning , Yılmaz, Yusuf , Thiele, Maja , Lazo, Mariana , Hickman, Ingrid J. , Idılman, Ramazan , Kim, Seung Up , Desalegn, Hailemichael , Oliveira, Cláudia P. , Crespo, Javier , Velasco, J.A. Velarde-Ruiz , Goossens, Nicolas , George, Jacob , George, Jacob , Caussy, Cyrielle , Alswat, Khalid , Bataller, Ramon A , Berg, Thomas , Brennan, Paul N , Castro-Narro, Graciela E , Cortez-Pinto, Helena , Duseja, Ajay , Francque, Sven M , Gastaldelli, Amalia , Hagström, Hannes , Huang, Terry T K , Ivancovsky Wajcman, Dana , Kopka, Christopher J , Krag, Aleksander , Newsome, Philip N , Romero, Diana , Sarin, Shiv Kumar , Terrault, Norah , Tsochatzis, Emmanuel A , Valenti, Luca , Schattenberg, Jörn M , Wong, Vincent Wai-Sun , Sathapathy, Sanjaya , Arab, Juan P , Lazarus, Jeffrey V , Wong, Robert J , Allen, Alina M , Anstee, Quentin M , Hickman, Ingrid J , Rinella, Mary , Yilmaz, Yusuf , Thiele, Maja , Lazo, Mariana , Crespo, Javier , Carrieri, Patrizia , Idilman, Ramazan , Goossens, Nicolas , Velarde-Ruiz Velasco, José Antonio , Desalgn, Hailemicheal , George, Jacob , Arrese, Marco , Francque, Sven , Spearman, C Wendy , Terrault, Norah A. , Villota‐Rivas, Marcela , Wong, Vincent Wai‐Sun , Collaborators, on behalf of the Healthy Livers, Healthy Lives

Hepatology | August 4, 2023 | Volume: 79 | Issue: 2 | Pages: 502-523

10.1097/hep.0000000000000545 | PMID 37540183 Get It

Background and Aims: Fatty liver disease is a major public health threat due to its very high prevalence and related morbidity and mortality. Focused and dedicated interventions are urgently needed to target disease prevention, treatment, and care. Approach and Results: We developed an aligned, prioritized action agenda for the global fatty liver disease community of practice. Following a Delphi methodology over 2 rounds, a large panel (R1 n = 344, R2 n = 288) reviewed the action priorities using Qualtrics XM, indicating agreement using a 4-point Likert-scale and providing written feedback. Priorities were revised between rounds, and in R2, panelists also ranked the priorities within 6 domains: epidemiology, treatment and care, models of care, education and awareness, patient and community perspectives, and leadership and public health policy. The consensus fatty liver disease action agenda encompasses 29 priorities. In R2, the mean percentage of “agree” responses was 82.4%, with all individual priorities having at least a super-majority of agreement (> 66.7% “agree”). The highest-ranked action priorities included collaboration between liver specialists and primary care doctors on early diagnosis, action to address the needs of people living with multiple morbidities, and the incorporation of fatty liver disease into relevant non-communicable disease strategies and guidance. Conclusions: This consensus-driven multidisciplinary fatty liver disease action agenda developed by care providers, clinical researchers, and public health and policy experts provides a path to reduce the prevalence of fatty liver disease and improve health outcomes. To implement this agenda, concerted efforts will be needed at the global, regional, and national levels.
Prospective, randomized, double-blind phase 2B trial of the TLPO and TLPLDC vaccines to prevent recurrence of resected stage III/IV melanoma: a prespecified 36-month analysis
Carpenter, Elizabeth Lee, Decar, Spencer Van , McCarthy, Patrick M. , Vreeland, Timothy J. , Valdera, Franklin, Tiwari, Ankur, Hale, Diane F. , Bohan, Phillip Kemp, Hickerson, Annelies T. , Smolinsky, Todd , Thomas, Katryna, Cindass, Jessica L., Hyngstrom, John , Berger, Adam C. , Shaheen, Montaser , Yu, Xianzhong, Wagner, Thomas E., Faries, Mark B. , Peoples, George E. , Van Decar, Spencer , McCarthy, Patrick , Vreeland, Timothy J , Jakub, James, Adams, Alexandra M. , O’Shea, Anne E. , Chick, Robert C. , Clifton, Guy T. , Bohan, Phillip M. Kemp , Jakub, James W. , Sussman, Jonathan

Journal for ImmunoTherapy of Cancer | August 3, 2023 | Volume: 11 | Issue: 8 | Pages: e006665

10.1136/jitc-2023-006665 | PMID 37536936 Get It

Background The tumor lysate, particle-loaded, dendritic cell (TLPLDC) vaccine is made by ex vivo priming matured autologous dendritic cells (DCs) with yeast cell wall particles (YCWPs) loaded with autologous tumor lysate (TL). The tumor lysate, particle only (TLPO) vaccine uses autologous TL-loaded YCWPs coated with silicate for in vivo DC loading. Here we report the 36-month prespecified analyses of this prospective, randomized, double-blind trial investigating the ability of the TLPO and TLPLDC (±granulocyte-colony stimulating factor (G-CSF)) vaccines to prevent melanoma recurrence in high-risk patients. Methods Patients with clinically disease-free stage III/IV melanoma were randomized 2:1 initially to TLPLDC versus placebo (n=124) and subsequently TLPO versus TLPLDC (n=63). All patients were randomized and blinded; however, the placebo control arm was replaced in the second randomization scheme with another novel vaccine; some analyses in this paper therefore reflect a combination of the two randomization schemes. Patients receiving the TLPLDC vaccine were further divided by their method of DC harvest (with or without G-CSF pretreatment); this was not randomized. The use of standard of care checkpoint inhibitors was not stratified between groups. Safety was assessed and Kaplan-Meier and log-rank analyses compared disease-free (DFS) and overall survival (OS). Results After combining the two randomization processes, a total of 187 patients were allocated between treatment arms: placebo (n=41), TLPLDC (n=103), or TLPO (n=43). The allocation among arms created by the addition of patients from the two separate randomization schemes does not reflect concurrent randomization among all treatment arms. TLPLDC was further divided by use of G-CSF in DC harvest: no G-CSF (TLPLDC) (n=47) and with G-CSF (TLPLDC+G) (n=56). Median follow-up was 35.8 months. Only two patients experienced a related adverse event ≥grade 3, one each in the TLPLDC+G and placebo arms. DFS was 27.2% (placebo), 55.4% (TLPLDC), 22.9% (TLPLDC+G), and 60.9% (TLPO) (p<0.001). OS was 62.5% (placebo), 93.6% (TLPLDC), 57.7% (TLPLDC+G), and 94.6% (TLPO) (p=0.002). Conclusions The TLPO and TLPLDC (without G-CSF) vaccines were associated with improved DFS and OS in this clinical trial. Given production and manufacturing advantages, the efficacy of the TLPO vaccine will be confirmed in a phase 3 trial. Trial registration number NCT02301611 .
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

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.