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Patients with transthyretin amyloidosis enrolled in THAOS between 2018 and 2021 continue to experience substantial diagnostic delay
Coelho, Teresa , Grogan, Martha , Conceição, Isabel , Kristen, Arnt V. , Wixner, Jonas , González‐Moreno, Juan , Maurer, Mathew S. , García‐Pavía, Pablo , Tournev, Ivailo , González‐Costello, José , Cariou, Eve, Glass, Oliver, Chapman, Doug, Amass, Leslie, investigators, on behalf of the THAOS, Hüsing‐Kabar, Anna, Drachman, Brian, Sekijima, Yoshiki , Jeon, Eun‐Seok , Slosky, David, Hanna, Mazen , Freimer, Miriam , Muñoz-Beamud, Francisco, Mølgaard, Henning, Press, Rayomand , Cirami, Calogero Lino , Plana, Josep Maria Campistol, Inamo, Jocelyn , Quan, Dianna , Dori, Amir , Murali, Srinivas, Živković, Saša , Correia, Edileide de Barros , Nicolau, José Nativi, Tallaj, José , Fernández‐Torrón, Roberto , Polydefkis, Michael , Tauras, James M. , Ventura, Hector, Brunkhorst, Robert, Darstein, Felix , Marburger, Tessa, Mueller, Christopher R. , Cleemput, Johan Van , Parman, Yeşim , Sarswat, N., Warner, Alberta L. , Steidley, D. Eric , Ralph, Jeffrey , Cotts, William, Hoffman, James E. , Rugiero, Marcelo, Misawa, Sonoko , Muñoz-Blanco, José Luís , Dávila, Lucía Galán, Sadeh, Menachem , Luo, Jin, Kyriakides, Theodoros , Wang, Annabel , Dispenzieri, Angela , Conceição, Isabel , Garcia-Pavia, Pablo , Dispenzieri, Angela , Waddington‐Cruz, Márcia , Diemberger, Igor , Maurer, Mathew S , Planté‐Bordeneuve, Violaine , González-Duarte, Alejandra , investigators, on behalf of the THAOS, Barroso, Fábio , Ueda, Mitsuharu , Mazzeo, Anna Teresa , Gentile, Luca , Luigetti, Marco , Adams, David , Nienhuis, Hans L. A. , Emdin, Michele , Miller, Edward J. , Hummel, Scott L. , Witteles, Ronald , Shah, Sanjiv J , Lenihan, Daniel , Azevedo, Olga , Tan, Cheng‐Yin , Fine, Nowell Mark , Tschöpe, Carsten , Obici, Laura , BADELITA, Sorina Nicoleta , Gottlieb, Stephen S. , Oh, Jeeyoung , Mueller, Christopher, Salutto, Valeria , Chao, Chi‐Chao , Kaufmann, Horacio

Amyloid | July 17, 2023 | Volume: 30 | Issue: 4 | Pages: 445-448

10.1080/13506129.2023.2229484 | PMID 37459334 Get It

Outcomes of Elective and Non-elective Fenestrated-branched Endovascular Aortic Repair for Treatment of Thoracoabdominal Aortic Aneurysms
Dias‐Neto, Marina , Vacirca, Andrea , Huang, Ying , Baghbani‐Oskouei, Aidin , Jakimowicz, Tomasz , Mendes, Bernardo C. , Bertoglio, Luca , Gargiulo, Mauro , Dias, Nuno , Schanzer, Andres , Gasper, Warren J. , Mani, Kevin , Timaran, Carlos H. , Schneider, Darren B. , Pedro, Luís Mendes , Tsilimparis, Nikolaos , Sweet, Matthew P. , Eagleton, Matthew J. , Khashram, Manar, Jama, Katarzyna , Panuccio, Giuseppe , Rohlffs, Fiona, Chiesa, Roberto , Kahlberg, Andrea , Schurink, Geert Willem H. , Lemmens, Charlotte , Karelis, Angelos , Parodi, Ezequiel, Habib, Mohammed , Cólon, Jesus Porras, Pavarino, Felipe, Baig, Mirza S. , Crawford, Sean A. , Garcia, Rita , Ribeiro, Tiago , Alves, Gonçalo, Gonçalves, Frederico Bastos , Kappe, Kaj O. , Knippenberg, Samira Elize Mariko van , Tran, Bich L. , Gormley, Sinead , Oderich, Gustavo S. , Baghbani, Aidin , Panuccio, Giuseppe , Dias-Neto, Marina , Schneider, Darren B , Kölbel, Tilo , Sobocinski, Jonathan , Mees, Barend M.E. , Dias, Nuno , Beck, Adam W , Farber, Mark , Haulon, Stéphan , Ferreira, Emília, Yeung, Kak Khee , Khashram, Manar , Rohlffs, Fiona , Mésnard, Thomas , Gallitto, Enrico , Faggioli, Gianluca , Gomes, Vivian Carla , Wanhainen, Anders , Habib, Mohammed, Colon, Jesus Porras, Baig, Mirza S., Melo, Ryan Gouveia e , Zettervall, Sara L , Oderich, Gustavo S.

Annals of Surgery | July 3, 2023 | Volume: 278 | Issue: 4 | Pages: 568-577

10.1097/sla.0000000000005986 | PMID 37395613 Get It

Objective: To describe outcomes after elective and non-elective fenestrated-branched endovascular aortic repair (FB-EVAR) for thoracoabdominal aortic aneurysms (TAAAs). Background: FB-EVAR has been increasingly utilized to treat TAAAs; however, outcomes after non-elective versus elective repair are not well described. Methods: Clinical data of consecutive patients undergoing FB-EVAR for TAAAs at 24 centers (2006–2021) were reviewed. Endpoints including early mortality and major adverse events (MAEs), all-cause mortality, and aortic-related mortality (ARM), were analyzed and compared in patients who had non-elective versus elective repair. Results: A total of 2603 patients (69% males; mean age 72±10 year old) underwent FB-EVAR for TAAAs. Elective repair was performed in 2187 patients (84%) and non-elective repair in 416 patients [16%; 268 (64%) symptomatic, 148 (36%) ruptured]. Non-elective FB-EVAR was associated with higher early mortality (17% vs 5%, P<0.001) and rates of MAEs (34% vs 20%, P<0.001). Median follow-up was 15 months (interquartile range, 7–37 months). Survival and cumulative incidence of ARM at 3 years were both lower for non-elective versus elective patients (50±4% vs 70±1% and 21±3% vs 7±1%, P<0.001). On multivariable analysis, non-elective repair was associated with increased risk of all-cause mortality (hazard ratio, 1.92; 95% CI] 1.50–2.44; P<0.001) and ARM (hazard ratio, 2.43; 95% CI, 1.63–3.62; P<0.001). Conclusions: Non-elective FB-EVAR of symptomatic or ruptured TAAAs is feasible, but carries higher incidence of early MAEs and increased all-cause mortality and ARM than elective repair. Long-term follow-up is warranted to justify the treatment.
A multisociety Delphi consensus statement on new fatty liver disease nomenclature
Rinella, Mary E. , Lazarus, Jeffrey V. , Kanwal, Fasiha , Anstee, Quentin M. , Beuers, Ulrich , Boursier, Jérôme , Castro‐Narro, Graciela , Chowdhury, Abhijit , Cortez‐Pinto, Helena , Cryer, Donna R. , Cusi, Kenneth , Eskridge, Wayne , Fan, Jian‐Gao , Guy, Cynthia D. , Kim, Seung Up , Koot, Bart G.P. , Korenjak, Marko, Lacaille, Florence , Mitchell-Thain, Robert , Morgan, Timothy R. , Powell, Elisabeth E., Silva, Marcelo , Tiniakos, Dina, Valenti, Luca , Vos, Miriam B. , Xanthakos, Stavra A. , Yılmaz, Yusuf , Younossi, Zobair M. , Hobbs, Ansley, Newsome, Philip N. , group, on behalf of the NAFLD Nomenclature consensus, Trauner, Michael , Mato, José M. , Alves‐Bezerra, Michele , Thiele, Maja , Crespo, Javier , Alswat, Khalid , Abdelmalek, Manal F. , Valenti, Luca , Lazarus, Jeffrey V , Newsome, Philip N , Anstee, Quentin M , Rinella, Mary , Yilmaz, Yusuf , Castro-Narro, Graciela E , Cortez-Pinto, Helena , Thiele, Maja , Crespo, Javier , Ratziu, Vlad , Francque, Sven , Sanyal, Arun J. , Romero, Diana , Arab, Juan Pablo , Arrese, Marco , Bataller, Ramon A , Bugianesi, Elisabetta , Byrne, Christopher D. , El‐Kassas, Mohamed , Klein, Samuel , Gawrieh, Samer , Harrison, Stephen A. , Korenjak, Marko , Kowdley, Kris V. , Loomba, Rohit , Roden, Michael , Romero-Gómez, Manuel , Singh, Shivaram Prasad , Sookoian, Silvia C. , Spearman, C Wendy , Wong, Vincent Wai‐Sun , Villota‐Rivas, Marcela , group, on behalf of the NAFLD Nomenclature consensus

Hepatology | June 22, 2023 | Volume: 78 | Issue: 6 | Pages: 1966-1986

10.1097/hep.0000000000000520 | PMID 37363821 Get It

The principal limitations of the terms NAFLD and NASH are the reliance on exclusionary confounder terms and the use of potentially stigmatising language. This study set out to determine if content experts and patient advocates were in favor of a change in nomenclature and/or definition. A modified Delphi process was led by three large pan-national liver associations. The consensus was defined a priori as a supermajority (67%) vote. An independent committee of experts external to the nomenclature process made the final recommendation on the acronym and its diagnostic criteria. A total of 236 panelists from 56 countries participated in 4 online surveys and 2 hybrid meetings. Response rates across the 4 survey rounds were 87%, 83%, 83%, and 78%, respectively. Seventy-four percent of respondents felt that the current nomenclature was sufficiently flawed to consider a name change. The terms “nonalcoholic” and “fatty” were felt to be stigmatising by 61% and 66% of respondents, respectively. Steatotic liver disease was chosen as an overarching term to encompass the various aetiologies of steatosis. The term steatohepatitis was felt to be an important pathophysiological concept that should be retained. The name chosen to replace NAFLD was metabolic dysfunction–associated steatotic liver disease. There was consensus to change the definition to include the presence of at least 1 of 5 cardiometabolic risk factors. Those with no metabolic parameters and no known cause were deemed to have cryptogenic steatotic liver disease. A new category, outside pure metabolic dysfunction–associated steatotic liver disease, termed metabolic and alcohol related/associated liver disease (MetALD), was selected to describe those with metabolic dysfunction–associated steatotic liver disease, who consume greater amounts of alcohol per week (140–350 g/wk and 210–420 g/wk for females and males, respectively). The new nomenclature and diagnostic criteria are widely supported and nonstigmatising, and can improve awareness and patient identification.
Defining Strategies of Modulation of Antiplatelet Therapy in Patients With Coronary Artery Disease: A Consensus Document from the Academic Research Consortium
Mehran, Roxana , Krucoff, Mitchell W., Baber, Usman , Bhatt, Deepak L. , Collet, Jean‐Philippe, Cuisset, Thomas, Luca, Leonardo De , Farb, Andrew , Hong, Myeong‐Ki , Kimura, Takeshi , Magee, Adrian, Matsumura, Ryosuke, Mochizuki, Shuichi , Pereira, Naveen L. , Rollini, Fabiana , Shirai, Yuko, Sibbing, Dirk , Smits, Peter C., Storey, Robert F. , Windecker, Stephan , Yeh, Robert W. , Morice, Marie‐Claude, Capodanno, Davide , Mehran, Roxana , Bhatt, Deepak L , De Luca, Giuseppe , De Luca, Leonardo , Hahn, Joo‐Yong , Hong, Myeong-Ki , James, Stefan Karl , Kastrati, Adnan , Kimura, Takeshi , Lemos, Pedro A , Lopes, Renato D , Mochizuki, Shuichi , O'Donoghue, Michelle L , Pereira, Naveen L , Rao, Sunil V , Smits, Peter C , Steg, P Gabriel , Storey, Robert F , Ten Berg, Jurrien , Valgimigli, Marco , Vranckx, Pascal , Watanabe, Hirotoshi , Windecker, Stephan , Serruys, Patrick W , Yeh, Robert W , Angiolillo, Dominick J , Capranzano, Piera , Collet, Jean‐Philippe , Cuisset, Thomas , Franchi, Francesco , Gibson, C. Michael , Lópes, Renato D. , Matsumura, Ryosuke, Rao, Sunil V. , Shirai, Yuko, Sibbing, Dirk , Steg, Philippe Gabríel , Valgimigli, Marco , Serruys, Patrick W. , Angiolillo, Dominick J.

Circulation | June 19, 2023 | Volume: 147 | Issue: 25 | Pages: 1933-1944

10.1161/circulationaha.123.064473 | PMID 37335828 Get It

Antiplatelet therapy is the mainstay of pharmacologic treatment to prevent thrombotic or ischemic events in patients with coronary artery disease treated with percutaneous coronary intervention and those treated medically for an acute coronary syndrome. The use of antiplatelet therapy comes at the expense of an increased risk of bleeding complications. Defining the optimal intensity of platelet inhibition according to the clinical presentation of atherosclerotic cardiovascular disease and individual patient factors is a clinical challenge. Modulation of antiplatelet therapy is a medical action that is frequently performed to balance the risk of thrombotic or ischemic events and the risk of bleeding. This aim may be achieved by reducing (ie, de-escalation) or increasing (ie, escalation) the intensity of platelet inhibition by changing the type, dose, or number of antiplatelet drugs. Because de-escalation or escalation can be achieved in different ways, with a number of emerging approaches, confusion arises with terminologies that are often used interchangeably. To address this issue, this Academic Research Consortium collaboration provides an overview and definitions of different strategies of antiplatelet therapy modulation for patients with coronary artery disease, including but not limited to those undergoing percutaneous coronary intervention, and consensus statements on standardized definitions.
Clinical presentation of calmodulin mutations: the International Calmodulinopathy Registry
Crotti, Lia , Spazzolini, Carla , Nyegaard, Mette , Overgaard, Michael T. , Kotta, Maria‐Christina , Dagradi, Federica , Sala, Luca , Aiba, Takeshi , Ayers, Mark D. , Barc, Julien , Beach, Cheyenne M. , Behr, Elijah R. , Bos, J. Martijn , Covi, Peter, Donner, Birgit , Elbert, Adrienne , Eliasson, Håkan , Etheridge, Susan P. , Fukuyama, Megumi , Girolami, Francesca , Hamilton, Robert M. , Horie, Minoru , Iascone, Maria , Jiménez‐Jáimez, Juan , Jensen, Henrik Kjærulf , Kannankeril, Prince J. , Kaski, Juan Pablo , Makita, Naomasa , Muñoz‐Esparza, Carmen , Ohno, Seiko , Papagiannis, John , Porretta, Alessandra Pia , Prandstetter, C. , Probst, Vincent , Robyns, Tomas , Rosés‐Noguer, Ferran , Singh, Anoop , Spentzou, Georgia , Stute, Fridrike , Tfelt‐Hansen, Jacob , Till, Jan , Tobert, Kathryn E. , Webster, Gregory , Wilde, Arthur A.M. , Wolf, Cordula M. , Ackerman, Michael J. , Schwartz, Peter J. , Baban, Anwar , Barc, Julien , Beach, Cheyenne M , Behr, Elijah Raphael , Bos, Johan M , Cerrone, Marina , Cuneo, Bettina , Denjoy, Isabelle , Donner, Birgit , Elbert, Adrienne , Eliasson, Håkan , Etheridge, Susan P , Fukuyama, Megumi , Girolami, Francesca , Hamilton, Robert , Horie, Minoru , Iascone, Maria , Jiménez-Jaimez, Juan , Jensen, Henrik Kjærulf , Kannankeril, Prince J , Kaski, Juan P , Makita, Naomasa , Muñoz-Esparza, Carmen , Odland, Hans H , Ohno, Seiko , Papagiannis, John , Porretta, Alessandra Pia , Prandstetter, Christopher , Probst, Vincent , Robyns, Tomas , Rosenthal, Eric , Rosés-Noguer, Ferran , Sekarski, Nicole , Singh, Anoop , Spentzou, Georgia , Stute, Fridrike , Tfelt-Hansen, Jacob , Till, Jan , Vinocur, Jeffrey M , Webster, Gregory , Wilde, Arthur A M , Wolf, Cordula M , Ackerman, Michael J , Schwartz, Peter J. , Crotti, Lia , Kotta, Maria-Christina , Sala, Luca , Dagradi, Federica , Spazzolini, Carla , Aiba, Takeshi , Ayers, Mark D , Baban, Anwar , Cerrone, Marina , Cuneo, Bettina F. , Denjoy, Isabelle , Odland, Hans Henrik , Sekarski, Nicole , Vinocur, Jeffrey M.

European Heart Journal | June 15, 2023 | Volume: 44 | Issue: 35 | Pages: 3357-3370

10.1093/eurheartj/ehad418 | PMID 37528649 Get It

Abstract Aims Calmodulinopathy due to mutations in any of the three CALM genes (CALM1–3) causes life-threatening arrhythmia syndromes, especially in young individuals. The International Calmodulinopathy Registry (ICalmR) aims to define and link the increasing complexity of the clinical presentation to the underlying molecular mechanisms. Methods and results The ICalmR is an international, collaborative, observational study, assembling and analysing clinical and genetic data on CALM-positive patients. The ICalmR has enrolled 140 subjects (median age 10.8 years [interquartile range 5–19]), 97 index cases and 43 family members. CALM-LQTS and CALM-CPVT are the prevalent phenotypes. Primary neurological manifestations, unrelated to post-anoxic sequelae, manifested in 20 patients. Calmodulinopathy remains associated with a high arrhythmic event rate (symptomatic patients, n = 103, 74%). However, compared with the original 2019 cohort, there was a reduced frequency and severity of all cardiac events (61% vs. 85%; P = .001) and sudden death (9% vs. 27%; P = .008). Data on therapy do not allow definitive recommendations. Cardiac structural abnormalities, either cardiomyopathy or congenital heart defects, are present in 30% of patients, mainly CALM-LQTS, and lethal cases of heart failure have occurred. The number of familial cases and of families with strikingly different phenotypes is increasing. Conclusion Calmodulinopathy has pleiotropic presentations, from channelopathy to syndromic forms. Clinical severity ranges from the early onset of life-threatening arrhythmias to the absence of symptoms, and the percentage of milder and familial forms is increasing. There are no hard data to guide therapy, and current management includes pharmacological and surgical antiadrenergic interventions with sodium channel blockers often accompanied by an implantable cardioverter–defibrillator.
#5128 PREDICTIVE FACTORS OF RENAL RECOVERY AND END-STAGE KIDNEY DISEASE IN PATIENTS WITH SEVERE ANCA-ASSOCIATED VASCULITIS WITH GLOMERULONEPHRITIS
Patricio, Marc, Romeo, María José Soler, Román, Juan León , Sousa, Círia, Zand, Ladan , Sethi, Sanjeev , Moura, Marta Casal , Zubidat, Dalia , Patricio, Marc, Santos, Fernanda dos , Nardelli, Luca , Román, Juan Carlos León , Warrington, Kenneth J. , Specks, Ulrich , Fervenza, Fernando C.

Nephrology Dialysis Transplantation | June 14, 2023 | Volume: 38 | Issue: Supplement_1 | Pages: No page available

10.1093/ndt/gfad063c_5128 Get It

Abstract Background and Aims A significant number of patients with anti-neutrophil cytoplasmic antibodies (ANCA) associated vasculitis (AAV) with glomerulonephritis (AAV-GN) still progress to end-stage kidney disease (ESKD, eGFR&lt;15mL/min/1.73m2) despite advances in remission-induction treatment. Method A retrospective cohort study on MPO- or PR3-ANCA positive patients with AAV (MPA or GPA) and ESKD at presentation. Renal recovery, dialysis discontinuation and maintenance in ESKD after standard remission-induction, with or without the use of PLEX were compared. Results We analyzed 166 patients with biopsy proven active kidney involvement and eGFR &lt;15mL/min/1.73m2 at the time of AAV-GN diagnosis. Patients received glucocorticoids with CYC (n = 84) or with RTX (n = 72) for remission-induction, and 49 also received PLEX. The predictors for renal recovery were erythrocyte sedimentation rate, SCr at diagnosis and minimal or mild chronicity changes. We analyzed 71 patients who started dialysis with or without PLEX within 4 weeks from AAV-GN diagnosis. The predictors for dialysis discontinuation were minimal chronicity changes in kidney biopsy at the time of diagnosis (OR 6.138, [95%CI 1.389-27.118],p = 0.017) and focal glomerular involvement (OR 5.017,[95%CI 1.287-19.567],p = 0.020). Predictors for maintenance in ESKD at 12 months included higher serum creatinine (SCr) at the time of diagnosis (IRR 1.086, [95%CI 1.005-1.173],p = 0.037), moderate (IRR 3.797,[95%CI 1.090-13.225],p = 0.036), or severe chronicity changes in kidney biopsy (IRR 5.883,[95%CI 1.542–22.439],p = 0.009). Conclusion In our cohort, kidney recovery, dialysis discontinuation, and maintenance of ESKD in patients with AAV-GN and eGFR&lt;15mL/min/1.73m2 depended on SCr and histologic findings on kidney biopsies at the time of diagnosis and was not affected by the addition of PLEX.
METB-05. NON-INVASIVE DIAGNOSIS OF BRAINSTEM GLIOMAS IN PEDIATRIC, ADOLESCENT, AND YOUNG ADULT PATIENTS THROUGH CEREBROSPINAL FLUID CELL-FREE DNA SEQUENCING
Hill, Katherine , Holle, Bridget, Bouvier, Nancy , Li, Shanita , Stockfisch, Emily , Huereca, Claudia, DiNapoli, Sara , Hertz, Charli Ann J., Szalontay, Luca , Li, Bryan Kincheon, Riviere-Cazaux, Cécile , Haque, Sofia , Doğan, Snjezana , Borsu, Laetitia , Ross, Dara S. , Zampieri, Caroline Barbosa, Donzelli, Maria, Kramer, Kim , Gilheeney, Stephen W., Souweidane, Mark, Greenfield, Jeffery P, Arcila, Maria E. , Ladanyi, Marc , Miller, Alexandra , Vanderbilt, Chad , Giantini-Larsen, Alexandra , Hickman, Richard A. , Holle, Bridget M, Alano, Tina , Doe-Tetteh, Seyram A. , Lee, Alex , Burns, Terry C. , Bale, Tejus , Benhamida, Jamal K. , Chang, Jason C. , Zampieri, Caroline Chaul de Lima Barbosa, Dunkel, Ira J. , Sait, Sameer Farouk , Khakoo, Yasmin , Berger, Michael , Mellinghoff, Ingo K. , Karajannis, Matthias A.

Neuro-Oncology | June 12, 2023 | Volume: 25 | Issue: Supplement_1 | Pages: i31-i31

10.1093/neuonc/noad073.122 Get It

Abstract Intrinsic brainstem tumors arising in pediatric, adolescent, and young adult patients comprise a spectrum of entities, predominantly diffuse midline gliomas (DMG) and IDH mutant astrocytomas. Accurate molecular diagnosis is essential for prognostication and optimal therapy. Therapeutic considerations include inclusion (in IDH mutant) or exclusion (in H3K27M) of adjuvant Temozolomide post radiotherapy and use of molecular targeted therapy (IDH inhibitors). Surgical biopsy, however, is associated with increased risk of permanent neurological deficits and may yield insufficient or non-diagnostic tissue. We hypothesized that minimally-invasive “liquid biopsy” of cerebrospinal fluid (CSF) could represent a superior diagnostic modality in this patient population, employing molecular analysis of cell free DNA (cfDNA). We analyzed 44 CSF samples from 38 unique patients for recurrent driver mutations in brainstem gliomas, including H3K27M, IDH1, and IDH2. MSK-IMPACT, a NY state-authorized hybridization capture-based next-generation panel DNA sequencing assay, was used for analysis. Samples without a detectable driver mutation by MSK-IMPACT testing were further subjected to gene targeted testing by droplet digital PCR. In all, 10/44 (22.7%) samples had mutations detected by MSK-IMPACT using standard calling criteria and 13 of the remaining 34 samples (38.2%) had supporting evidence of a mutation based on manual review. Further testing by ddPCR was performed on a subset of cases (based on DNA availability) which confirmed 7 of the previous low-level mutations and uncovered 4 additional mutations. Overall, 27/44 (61.4%) of cases had detectable evidence of a mutation, and of the 23 patients without a known tissue diagnosis, a driver in the CSF was identified for 47.8% of patients (11/23). Minimally-invasive analysis of CSF cfDNA in patients with intrinsic brainstem tumors has a high diagnostic yield and may obviate the need for tissue biopsy in a majority of patients. Testing with high sensitivity assays is valuable to maximize the rate of detection.
Phase 1 trial of EO2463 peptide‐based immunotherapy as monotherapy and in combination with lenalidomide and rituximab in indolent non‐Hodgkin lymphoma; EONHL1‐20/SIDNEY
Pinto, A. A., Bisneto, J. C. Villasboas, Sanz, R. García, García, Carlos Grande, Smith, Stephen D. , Wallace, D. S., Merryman, R., Marolleau, Jean Pierre, Chêne, Laurent , Fagerberg, Jan, Friedberg, Jonathan W. , Ansel, Sonam , Armand, Philippe , Pinto, A., Bosch, Francesc , Bisneto, J. C. Villasboas, Sanz, R. García, Arcaini, Luca , Marolleau, Jean‐Pierre, Filippi, Rosaria De , Bonny, Christophe , Ansel, S., Zinzani, Pier Luigi

Hematological Oncology | June 9, 2023 | Volume: 41 | Issue: S2 | Pages: 581-582

10.1002/hon.3164_435 Get It

Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Framework
Dubey, Arun Kumar , Chabert, Gian Luca , Carriero, Alessandro , Paschè, Alessio , Agarwal, Sushant , Mohanty, Lopamudra , Nillmani, Sharma, Neeraj , Jain, Achin , Kumar, Ashish , Sobel, David , Laird, John R. , Singh, Inder M. , Singh, Narpinder , Tsoulfas, George, Fouda, Mostafa M. , Višković, Klaudija , Kukuljan, Melita , Al-Maini, Mustafa , El‐Baz, Ayman , Saba, Luca , Agarwal, Sushant , Nillmani , Sobel, David W , Tsoulfas, George , Fouda, Mostafa M , Alizad, Azra , Viskovic, Klaudija , Kukuljan, Melita , El-Baz, Ayman , Danna, Pietro , Yadav, Sarita , Kalra, Mannudeep K. , Alizad, Azra , Kitas, George D. , Khanna, Narendra N. , Suri, Jasjit S.

Diagnostics | June 5, 2023 | Volume: 13 | Issue: 11 | Pages: 1954

10.3390/diagnostics13111954 | PMID 37296806 Get It

Background and motivation: Lung computed tomography (CT) techniques are high-resolution and are well adopted in the intensive care unit (ICU) for COVID-19 disease control classification. Most artificial intelligence (AI) systems do not undergo generalization and are typically overfitted. Such trained AI systems are not practical for clinical settings and therefore do not give accurate results when executed on unseen data sets. We hypothesize that ensemble deep learning (EDL) is superior to deep transfer learning (TL) in both non-augmented and augmented frameworks. Methodology: The system consists of a cascade of quality control, ResNet–UNet-based hybrid deep learning for lung segmentation, and seven models using TL-based classification followed by five types of EDL’s. To prove our hypothesis, five different kinds of data combinations (DC) were designed using a combination of two multicenter cohorts—Croatia (80 COVID) and Italy (72 COVID and 30 controls)—leading to 12,000 CT slices. As part of generalization, the system was tested on unseen data and statistically tested for reliability/stability. Results: Using the K5 (80:20) cross-validation protocol on the balanced and augmented dataset, the five DC datasets improved TL mean accuracy by 3.32%, 6.56%, 12.96%, 47.1%, and 2.78%, respectively. The five EDL systems showed improvements in accuracy of 2.12%, 5.78%, 6.72%, 32.05%, and 2.40%, thus validating our hypothesis. All statistical tests proved positive for reliability and stability. Conclusion: EDL showed superior performance to TL systems for both (a) unbalanced and unaugmented and (b) balanced and augmented datasets for both (i) seen and (ii) unseen paradigms, validating both our hypotheses.