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84 citation(s) found for "Dušek, Petr".

Dimethyl fumarate attenuates bile acid retention and liver fibrosis in a mouse model of cholestasis
Laštůvková, Hana , Dohnálková, Ester , Manna, D., Pejchal, Jaroslav , Hirsova, Petra , Nachtigal, Petr , Bajnokova, Maria , Štefela, Alžběta , Kamaraj, Rajamanikkam , Jandová, Lenka , Uher, Martin , Manna, Dina Faeq , Pejchal, Jaroslav , Hirsova, Petra , Bajnokova, Maria , Smutna, Lucie , Stefela, Alzbeta , Kamaraj, Rajamanikkam , Jandova, Lenka , Pavek, Petr , Micuda, Stanislav , Hroch, Milos , Cermanová, Jolana , Mokrý, Jaroslav , Pávková, Ivona , Mičuda, Stanislav

American Journal of Physiology-Gastrointestinal and Liver Physiology | April 10, 2025 | Volume: 328 | Issue: 5 | Pages: G558-G577

10.1152/ajpgi.00262.2024 | PMID 40210415 Get It

Chronic cholestatic cholangiopathies present a therapeutic challenge due to their complex pathophysiology, where the accumulation of bile acids plays a crucial role. In this study, we found that dimethyl fumarate attenuated cholestatic liver damage in a murine model through its significant anti-inflammatory and antifibrotic activity supported by reduced bile acid accumulation in the plasma and liver via their increased fecal excretion.
Renal Juxtaglomerular Cell Tumors Exhibit Distinct Genomic and Epigenomic Features and Lack Recurrent Gene Fusions
Martínek, Petr , Mezencev, Roman , Gupta, Sounak , Wasco, Matthew J., Mohanty, Sambit K. , Cañete‐Portillo, Sofía , Aron, Manju , Kandukuri, Shivani , Lobo, João , Barkan, Güliz A. , Kılıç, İrem , Straková-Peteříková, Andrea, Ulbright, Thomas M. , Michalova, Kvetoslava , Williamson, Sean R. , Magi‐Galluzzi, Cristina , Pivovarčíková, Kristýna , Michal, Michael , Acosta, Andrés , Lobo, João

American Journal of Surgical Pathology | December 27, 2024 | Volume: 49 | Issue: 3 | Pages: 217-226

10.1097/pas.0000000000002344 | PMID 39726250 Get It

Juxtaglomerular cell tumor (JxGCT) is a rare type of renal neoplasm demonstrating morphologic overlap with some mesenchymal tumors such as glomus tumor (GT) and solitary fibrous tumor (SFT). Its oncogenic drivers remain elusive, and only a few cases have been analyzed with modern molecular techniques. In prior studies, loss of chromosomes 9 and 11 appeared to be recurrent. Recently, whole-genome analysis identified alterations involving genes of MAPK-RAS pathway in a subset, but no major pathogenic alterations have been discovered in prior whole transcriptome analyses. Considering the limited understanding of the molecular features of JxGCTs, we sought to assess a collaborative series with a multiomic approach to further define the molecular characteristics of this entity. Fifteen tumors morphologically compatible with JxGCTs were evaluated using immunohistochemistry for renin, single-nucleotide polymorphism array (SNP), low-pass whole-genome sequencing, and RNA sequencing (fusion assay). In addition, methylation analysis comparing JxGCT, GT, and SFT was performed. All cases tested with renin (n=11) showed positive staining. Multiple chromosomal abnormalities were identified in all cases analyzed (n=8), with gains of chromosomes 1p, 10, 17, and 19 and losses of chromosomes 9, 11, and 21 being recurrent. A pathogenic HRAS mutation was identified in one case as part of the SNP array analysis. Thirteen tumors were analyzed by RNA sequencing, with 2 revealing in-frame gene fusions: TFG::GPR128 (interpreted as stochastic) and NAB2::STAT6. The latter, originally diagnosed as JxGCT, was reclassified as SFT and excluded from the series. No fusions were detected in the remaining 11 cases; of note, no case harbored NOTCH fusions previously described in GT. Genomic methylation analysis showed that JxGCT, GT, and SFT form separate clusters, confirming that JxGCT represents a distinct entity (ie, different from GT). The results of our study show that JxGCTs are a distinct tumor type with a recurrent pattern of chromosomal imbalances that may play a role in oncogenesis, with MAPK-RAS pathway activation being likely a driver in a relatively small subset.
Transpulmonary proteome gradients identify inflammatory pathways involved in the development of pulmonary vasculopathy in heart failure
Kutílková, Eva , Jenča, Dominik , Bínová, Jana, Beneš, Jan , Al‐Hiti, Hikmet, Melenovský, Vojtěch , Jarolı́m, Petr , Miklovič, Matúš , Borlaug, Barry A.

European Heart Journal | October 28, 2024 | Volume: 45 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehae666.818 Get It

Abstract Background Some, but not all, patients with heart failure (HF) develop pulmonary vascular disease (PVD), which contributes to poor prognosis. Mechanisms leading to PVD in HF are poorly understood. Unbiased analysis of transpulmonary gradients may identify not only markers but also mediators of PVD by identifying proteins that may be consumed or elaborated across the lungs. Purpose Examine hemodynamics and transpulmonary proteome gradients in HFrEF and controls. Methods 21 non-HF controls and 160 patients with advanced HFrEF underwent pulmonary artery (PA) catheterization with blood sampling from the PA catheter in the wedged position (02sat > 90%, indicating pulmonary venous blood) and the un-wedged position to obtain transpulmonary proteome gradients. Samples from controls and HF from the highest quartile (Q4, n=40) and lowest quartile (Q1, n=40) of pulmonary vascular resistance (PVR) were analyzed using proteomic PEA assay of 275 proteins (Olink Target 96, panels CVII, CVIII, Inflammation). Pulmonary artery concentrations ("markers") or transpulmonary fold-change gradients (i.e. putative "mediators") of normalized protein expression (NPX) were plotted against significance; Benjamini–Hochberg FDR<0.05 considered as significant. Results Patients displayed typical characteristics of HFrEF (age 56±8y, NYHA 3.0 ±0.6, 87% males, LVEF 24±9.6%), Controls had similar anthropometrics, gender and age. Comparing all HF to Con, 38 markers of HF were identified (NPX fold-change>2), including 33 up (top 5: NTproBNP, BNP, GDF15, FGF23, IL8) and 5 down. HF patients in Q1 had median PVR 1.5 (IQR: 0.3-1.7) WU and those in Q4 had PVR 5.4 (4.3-6.6) WU. Comparison of Q1 and Q4 identified 3 protein markers of high PVR in PA blood from HF: chemokine CCL3, TNFRSF13B and surfactant protein-D (PSP-D). Examination of protein gradients from HF lungs (Figure) showed significant uptake of 14 protein mediators, most of which were associated with inflammatory responses (top 5: OSM, MMP9, CCL19, BNP, TR), and release of 8 mediators (top 4: IL-6, IL33, CCL4, CXCL10). In contrast, protein gradients were negligible in controls. Patients in Q4 PVR group were characterized by the highest pulmonary uptake of OSM (Oncostatin-M), lymphatic chemokine CCL19, BNP, MMP9, and had more significant transpulmonary release of IL6 and IL33. Across all patients, OSM lung uptake was the strongest correlate of transpulmonary pressure gradient (r=-0.3, p<0.001). Conclusions Lungs of patients with HF, and particularly those with high PVR, display abnormal uptake and release of proinflammatory CC and CXC chemokines and cytokines from IL1 and IL6 family, along with increased pulmonary uptake of IL6-type cytokine Oncostatin-M, a known mediator of lung inflammation and fibrosis, that acts via gp130/JAK/STAT, suggesting a novel role in PVD due to HF.Transpulmonary proteome in HF patients
The effect of 2 years COVID-19 pandemic on myocardial infarction and stroke admissions: nationwide registry study, sex differences and mortality
Šedová, Petra , Brown, Robert D., Ostadal, P, Lichter, Myrna, Kala, Petr , Ostadal, P, Vrablı́k, Michal , Jarkovský, Jiří , Lichter, M, Tichopád, Aleš , Mikulík, Robert

European Heart Journal | October 28, 2024 | Volume: 45 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehae666.3593 Get It

Abstract Background Throughout the COVID-19 pandemic many countries reported a decline in myocardial infarction (MI) and stroke admissions. Factors leading to the decline remain uncertain. Purpose In this nationwide study spanning the first two years of the COVID-19 pandemic we evaluated the changes in MI and stroke admissions as the effect of pandemic intensity and nationwide lockdown. We also investigated sex and age differences. We benefited from the fact that the Czech Republic had both, the lowest and one of the highest COVID-19 incidence. Methods We compared the first (March 1, 2020, to February 28, 2021) and the second (March 1, 2021, to February 28, 2022) pandemic years overall and during the COVID-19 waves with the preceding year (March 1, 2019, to February 28, 2020). The occurrence of MI and stroke, patient characteristics, and mortality data were obtained from two nationwide registers covering every hospitalization and every death in the Czech Republic. Results During the first and second pandemic year as compared to the preceding year there were 13,856 and 14,123 vs 15,499 MI admissions, representing a -10,6% (p<0.001) and -8,9% (p<0.001) decline; and 23,194 and 23,231 vs 25,046 stroke admissions, representing a -7.4% (p<0.001) and -7.2% (p<0.001) decline respectively. The significant decline appeared in both MI and stroke in all COVID-19 waves (spring 2020, spring 2021, autumn 2020/winter 2021, -autumn 2021/winter 2022). The greatest MI hospitalization decline (-16%) occurred during the first strict national lock down, during the first COVID-19 wave (spring 2020), the pandemic wave with the lowest COVID-19 incidence. Both, MI and stroke admissions reversed to pre-pandemic numbers during the summer (2020, 2021) when most lockdown restrictions were lifted. The decline in MI was greater in women than in men during both the first (-11.8%, -10%; p<0.001) and second (-10.8%, -7.9%; p<0.001) pandemic years, also for stroke in women greater than in men during the first (-9%, -5.9%; p<0.001) and second (-9.7%, -4.8%; p<0.001) pandemic years. The 30-day all-cause mortality in patients with MI was higher during the first (10.6%; p<0.001) but not the second (9.6%; p=0.34) pandemic year as compared to the preceding year (9.3%), whereas the 30-day mortality in patients with stroke remained unchanged. Conclusions There was a decline in both MI and stroke admissions during the first two years of the pandemic, but such decline was not related to COVID-19 incidence. The greatest reduction in both, MI and stroke admissions, appeared during the first lockdown in the first COVID-19 wave (spring 2020), the period of the lowest COVID-19 incidence. Moreover, the decline in MI and stroke admissions was greater in women. This highlights potential sex differences in health effect. Health authorities should be aware of these findings, in order to adapt their message and restriction measures in case of future major epidemics.Myocardial infarction casesStroke cases
Cardiac troponin elevation and mortality in takotsubo syndrome: New insights from the international takotsubo registry
Stähli, Barbara E. , Schindler, Matthias , Schweiger, Victor , Cammann, Victoria L. , Szawan, Konrad A. , Niederseer, David , Würdinger, Michael , Schönberger, Alexander, Schönberger, Maximilian, Koleva, Iva, Mercier, Julien C., Petkova, Vanya, Mayer, Silvia, Gili, Sebastiano , Franke, Jennifer , Meder, Benjamin , Jaguszewski, Miłosz, 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 , 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, 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, M., Pinto, Fausto J. , Widimský, Petr , Felix, Stephan B. , Rottbauer, Wolfgang , Budnik, Monika , Opolski, Grzegorz , Thiele, Holger, Kong, William, Dalakoti, Mayank , Imori, Yoichi , Liberale, Luca , Münzel, Thomas , Bax, J. J., Ghadri, Jelena R. , Vece, Davide Di , Templin, Christian , Budnik, Monika , Roffi, Marco , Liberale, Luca , Montecucco, Fabrizio , von Lewinski, Dirk , Tschöpe, Carsten , Meyer, Philippe , Bilato, Claudio , Citro, Rodolfo , Vecchione, Carmine , Bossone, Eduardo , Neuhaus, Michael, Noutsias, Michel , D’Ascenzo, Fabrizio, Dichtl, Wolfgang , Cuneo, Alessandro , Köenig, Wolfgang , Banning, Adrian , Cuculi, Florim , Kobza, Richard , Airaksinen, Juhani , Napp, L. Christian , Kaiser, Christoph A. , Delmas, Clément , Lairez, Olivier , Shilova, Alexandra S. , El‐Battrawy, Ibrahim , Toušek, Petr , Winchester, David E. , Gałuszka, Jan , Ukena, Christian , Poglajen, Gregor , Kato, Ken , 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, Holger , Bauersachs, Johann , Horowitz, John D. , Mario, Carlo Di , Crea, Filippo , Luescher, T F , Ruschitzka, Frank T.

European Journal of Clinical Investigation | October 14, 2024 | Volume: 54 | Issue: 12 | Pages: No page available

10.1111/eci.14317 | PMID 39397275 Get It

AbstractBackgroundThe clinical relevance of cardiac troponin (cTn) elevation in takotsubo syndrome (TTS) remains uncertain. The present study sought to investigate the role of cardiac troponin (cTn) elevations in mortality prediction of patients with Takotsubo syndrome (TTS).MethodsPatients enrolled in the International Takotsubo (InterTAK) Registry from January 2011 to February 2020 with available data on peak cTn levels were included in the analysis. Peak cTn levels during the index hospitalization were used to define clinically relevant myocardial injury. The threshold at which clinically relevant myocardial injury drives mortality at 1 year was identified using restricted cubic spline analysis.ResultsOut of 2′938 patients, 222 (7.6%) patients died during 1‐year follow‐up. A more than 28.8‐fold increase of cTn above the upper reference limit was identified as threshold for clinically relevant myocardial injury. The presence of clinically relevant myocardial injury was significantly associated with an increased risk of mortality at 5 years (adjusted HR 1.58, 95% CI 1.18–2.12, p =.002). Clinically relevant myocardial injury was related to an increased 5‐year mortality risk in patients with apical TTS (adjusted HR 1.57, 95% CI 1.21–2.03, p =.001), in presence of physical stressors (adjusted HR 1.60, 95% CI 1.22–2.11, p =.001), and in absence of emotional stressors (adjusted HR 1.49, 95% CI, 1.17–1.89, p =.001).ConclusionThis study for the first time determined a troponin threshold for the identification of TTS patients at excess risk of mortality. These findings advance risk stratification in TTS and assist in identifying patients in need for close monitoring and follow‐up.
Management of cardiac sarcoidosis
Sharma, Rakesh , Metra, Marco , Heidecker, Bettina , Baksi, John, Wicks, Eleanor , Tschöpe, Carsten , Petersen, Steffen E. , Lüscher, Thomas F. , Filippatos, Gerasimos , Metra, Marco , Klingel, Karin , Imazio, Massimo , Petersen, Steffen E , Heidecker, Bettina , Tschöpe, Carsten , Sharma, Rakesh , Kouranos, Vasileios , Cooper, Leslie T. , Ristić, Arsen , Merino, José Luís , Imazio, Massimo , Chillou, Christian de , Kuchynka, Petr , McDonagh, Theresa A.

European Heart Journal | May 22, 2024 | Volume: 45 | Issue: 30 | Pages: 2697-2726

10.1093/eurheartj/ehae356 | PMID 38923509 Get It

Abstract Cardiac sarcoidosis (CS) is a form of inflammatory cardiomyopathy associated with significant clinical complications such as high-degree atrioventricular block, ventricular tachycardia, and heart failure as well as sudden cardiac death. It is therefore important to provide an expert consensus statement summarizing the role of different available diagnostic tools and emphasizing the importance of a multidisciplinary approach. By integrating clinical information and the results of diagnostic tests, an accurate, validated, and timely diagnosis can be made, while alternative diagnoses can be reasonably excluded. This clinical expert consensus statement reviews the evidence on the management of different CS manifestations and provides advice to practicing clinicians in the field on the role of immunosuppression and the treatment of cardiac complications based on limited published data and the experience of international CS experts. The monitoring and risk stratification of patients with CS is also covered, while controversies and future research needs are explored.
Mitral valve prolapse: arrhythmic risk during pregnancy and postpartum
Sabbag, Avi , Aabel, Eivind W. , Castrini, Anna Isotta , Siontis, Konstantinos C. , Duthoit, Guillaume , Asirvatham, Samuel J. , Sehrawat, Ojasay, Kirkels, Feddo P. , Rav, Moshe , Peichl, Petr , Lim, H. , Martins, Raphaël P. , Font, Jonaz , Truong, Nguyen Ngoc Khoi , Estensen, Mette E , Laredo, Mikael , Duthoit, Guillaume , Kirkels, Feddo P , Beinart, Roy , Peichl, Petr , Sohns, Christian , Haugaa, Kristina , Asirvatham, Samuel J , Martins, Raphael , Aabel, Eivind W , Sabbag, Avi , Nizard, J. , Rosendael, Philippe J. van , Beinart, Roy , Haugaa, Kristina H.

European Heart Journal | May 14, 2024 | Volume: 45 | Issue: 20 | Pages: 1831-1839

10.1093/eurheartj/ehae224 | PMID 38740526 Get It

Abstract Background and Aims Arrhythmic mitral valve prolapse (AMVP) is linked to life-threatening ventricular arrhythmias (VAs), and young women are considered at high risk. Cases of AMVP in women with malignant VA during pregnancy have emerged, but the arrhythmic risk during pregnancy is unknown. The authors aimed to describe features of women with high-risk AMVP who developed malignant VA during the perinatal period and to assess if pregnancy and the postpartum period were associated with a higher risk of malignant VA. Methods This retrospective international multi-centre case series included high-risk women with AMVP who experienced malignant VA and at least one pregnancy. Malignant VA included ventricular fibrillation, sustained ventricular tachycardia, or appropriate shock from an implantable cardioverter defibrillator. The authors compared the incidence of malignant VA in non-pregnant periods and perinatal period; the latter defined as occurring during pregnancy and within 6 months after delivery. Results The authors included 18 women with AMVP from 11 centres. During 7.5 (interquartile range 5.8–16.6) years of follow-up, 37 malignant VAs occurred, of which 18 were pregnancy related occurring in 13 (72%) unique patients. Pregnancy and 6 months after delivery showed increased incidence rate of malignant VA compared to the non-pregnancy period (univariate incidence rate ratio 2.66, 95% confidence interval 1.23–5.76). Conclusions The perinatal period could impose increased risk of malignant VA in women with high-risk AMVP. The data may provide general guidance for pre-conception counselling and for nuanced shared decision-making between patients and clinicians.
Cardiac biomarkers for diagnosing Takotsubo syndrome
Schweiger, Victor , Vece, Davide Di , Cammann, Victoria L. , Koleva, Iva, Würdinger, Michael , Gilhofer, Thomas , Rajman, Katja, Szawan, Konrad A. , Niederseer, David , Gili, Sebastiano , Franke, Jennifer , Meder, Benjamin , Knorr, Maike, Jansen, Thomas , Bruno, Francesco , Filippo, Ovidio De , Stefanini, Giulio , Wańha, Wojciech , 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 , Fischer, Thomas, Vasankari, Tuija , Dworakowski, Rafał , MacCarthy, Philip , Osswald, Stefan , Galiuto, Leonarda , Chan, Christina , Bridgman, Paul , Beug, Daniel , Gilyarova, Ekaterina, Poledníková, Karolína, Massoomi, Michael , Carrilho‐Ferreira, Pedro , Hauck, Christian , Paolini, Carla , Bilato, Claudio , Kobayashi, Yoshio , Ishibashi, Iwao, Himi, Toshiharu, Din, Jehangir , Rihal, Charanjit S. , Jörg, Lucas, Rickli, Hans , Böhm, Michael , Pinto, Fausto J. , Widimský, Petr , Felix, Stephan B. , Rottbauer, Wolfgang , Budnik, Monika , Opolski, Grzegorz , Kong, William , Dalakoti, Mayank , Imori, Yoichi , Münzel, Thomas , Lüscher, Thomas F. , Ghadri, Jelena R. , Templin, Christian , Citro, Rodolfo , Vecchione, Carmine , Bossone, Eduardo , Meder, Benjamin , Bruno, Francesco , De Filippo, Ovidio , Campo, Gianluca , von Lewinski, Dirk , Tschöpe, Carsten , Pfister, Roman , Koenig, Wolfgang , Meyer, Philippe , Banning, Adrian , Kobza, Richard , Galiuto, Leonarda , Lairez, Olivier , Gilyarov, Mikhail , Akin, Ibrahim , Ukena, Christian , Hauck, Christian , Paolini, Carla , Bilato, Claudio , Böhm, Michael , Widimský, Petr , Rottbauer, Wolfgang , Schunkert, Heribert , Thiele, Holger , Bauersachs, Johann , Di Mario, Carlo , Bax, Jeroen J , Templin, Christian , Koleva, Iva, Citro, Rodolfo , Vecchione, Carmine , Bossone, Eduardo , Neuhaus, Michael, Jaguszewski, Miłosz , Noutsias, Michel , D’Ascenzo, Fabrizio , Campo, Gianluca , Raposeiras‐Roubín, Sergio , Dichtl, Wolfgang , Cuneo, Alessandro , Köenig, Wolfgang , Banning, Adrian , Cuculi, Florim , Kobza, Richard , Airaksinen, Juhani , Napp, L. Christian , Kaiser, Christoph A. , Delmas, Clément , Lairez, Olivier , Shilova, Alexandra S. , El‐Battrawy, Ibrahim , Toušek, Petr , Winchester, David E. , Gałuszka, Jan , Ukena, Christian , Poglajen, Gregor , Kato, Ken , Al‐Shammari, Ali Saad , Prasad, Abhiram , Rihal, Charanjit S. , Liu, Kan , Schulze, Paul Christian , Bianco, Matteo , Pestana, Gonçalo , Nguyen, Thanh Ha Tuan , Maier, Lars S. , Braun-Dullaeus, Ruediger Christian , Hasenfuß, Gerd , Pieske, Burkert , Horowitz, John D. , Mario, Carlo Di , Bax, Jeroen J. , Crea, Filippo , Ruschitzka, Frank T.

European Heart Journal | May 8, 2024 | Volume: 45 | Issue: 25 | Pages: 2254-2258

10.1093/eurheartj/ehae231 | PMID 38717630 Get It

Presynaptic Dopaminergic Imaging Characterizes Patients with REM Sleep Behavior Disorder Due to Synucleinopathy
Arnaldi, Dario , Mattioli, Pietro , Raffa, Stefano, Pardini, Matteo , Massa, Federico , Iranzo, Álex , Perissinotti, Andrés , Gaig, Carles , Serradell, Mónica , Muñoz‐Lopetegi, Amaia , Mayà, Gerard , Liguori, Claudio , Fernandes, Mariana , Miyagawa, Toji , Lowe, Val J. , Puligheddu, Monica , Serra, Alessandra , Hu, Michele T., Klein, Johannes , Bes, Frédérik , Kunz, Dieter , Verbizier, Delphine de, Kulcsárová, Kristína , Giuliani, Alessandro , Pagani, Marco , Group, International REM Sleep Behavior Disorder Study, Liguori, Claudio , Miyamoto, Tomoyuki , Kunz, Dieter , Antelmi, Elena , Terzaghi, Michele , Massa, Federico , Maya, Gerard , Puligheddu, Monica , Kulcsarova, Kristina , Mattioli, Pietro , Arnaldi, Dario , Niñerola‐Baizán, Aida , Gaig, Carles , Placidi, Fabio , Chiaravalloti, Agostino , Šonka, Karel , Dušek, Petr , Zogala, David , Trnka, Jiří , Boeve, Bradley F. , Miyamoto, Tomoyuki , Miyamoto, Masayuki , Figorilli, Michela , Hu, Michele T., Cochen De Cock, Valérie , Plazzi, Giuseppe , Antelmi, Elena , Bossert, Irene , Martino, Alessio , Nobili, Flavio Mariano , Morbelli, Silvia , Group, International REM Sleep Behavior Disorder Study

Annals of Neurology | March 11, 2024 | Volume: 95 | Issue: 6 | Pages: 1178-1192

10.1002/ana.26902 | PMID 38466158 Get It

Objective To apply a machine learning analysis to clinical and presynaptic dopaminergic imaging data of patients with rapid eye movement (REM) sleep behavior disorder (RBD) to predict the development of Parkinson disease (PD) and dementia with Lewy bodies (DLB). Method s In this multicenter study of the International RBD study group, 173 patients (mean age 70.5 ± 6.3 years, 70.5% males) with polysomnography‐confirmed RBD who eventually phenoconverted to overt alpha‐synucleinopathy (RBD due to synucleinopathy) were enrolled, and underwent baseline presynaptic dopaminergic imaging and clinical assessment, including motor, cognitive, olfaction, and constipation evaluation. For comparison, 232 RBD non‐phenoconvertor patients (67.6 ± 7.1 years, 78.4% males) and 160 controls (68.2 ± 7.2 years, 53.1% males) were enrolled. Imaging and clinical features were analyzed by machine learning to determine predictors of phenoconversion. Results Machine learning analysis showed that clinical data alone poorly predicted phenoconversion. Presynaptic dopaminergic imaging significantly improved the prediction, especially in combination with clinical data, with 77% sensitivity and 85% specificity in differentiating RBD due to synucleinopathy from non phenoconverted RBD patients, and 85% sensitivity and 86% specificity in discriminating PD‐converters from DLB‐converters. Quantification of presynaptic dopaminergic imaging showed that an empirical z ‐score cutoff of −1.0 at the most affected hemisphere putamen characterized RBD due to synucleinopathy patients, while a cutoff of −1.0 at the most affected hemisphere putamen/caudate ratio characterized PD‐converters. Interpretation Clinical data alone poorly predicted phenoconversion in RBD due to synucleinopathy patients. Conversely, presynaptic dopaminergic imaging allows a good prediction of forthcoming phenoconversion diagnosis. This finding may be used in designing future disease‐modifying trials. ANN NEUROL 2024;95:1178–1192