TY - JOUR A1 - Schuhmann, Michael K. A1 - Stoll, Guido A1 - Bohr, Arne A1 - Volkmann, Jens A1 - Fluri, Felix T1 - Electrical stimulation of the mesencephalic locomotor region attenuates neuronal loss and cytokine expression in the perifocal region of photothrombotic stroke in rats JF - International Journal of Molecular Science N2 - Deep brain stimulation of the mesencephalic locomotor region (MLR) improves the motor symptoms in Parkinson’s disease and experimental stroke by intervening in the motor cerebral network. Whether high-frequency stimulation (HFS) of the MLR is involved in non-motor processes, such as neuroprotection and inflammation in the area surrounding the photothrombotic lesion, has not been elucidated. This study evaluates whether MLR-HFS exerts an anti-apoptotic and anti-inflammatory effect on the border zone of cerebral photothrombotic stroke. Rats underwent photothrombotic stroke of the right sensorimotor cortex and the implantation of a microelectrode into the ipsilesional MLR. After intervention, either HFS or sham stimulation of the MLR was applied for 24 h. The infarct volumes were calculated from consecutive brain sections. Neuronal apoptosis was analyzed by TUNEL staining. Flow cytometry and immunohistochemistry determined the perilesional inflammatory response. Neuronal apoptosis was significantly reduced in the ischemic penumbra after MLR-HFS, whereas the infarct volumes did not differ between the groups. MLR-HFS significantly reduced the release of cytokines and chemokines within the ischemic penumbra. MLR-HFS is neuroprotective and it reduces pro-inflammatory mediators in the area that surrounds the photothrombotic stroke without changing the number of immune cells, which indicates that MLR-HFS enables the function of inflammatory cells to be altered on a molecular level. KW - photothrombotic stroke KW - deep brain stimulation KW - mesencephalic locomotor region KW - neuroprotection KW - neuronal apoptosis KW - neuroinflammation Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-201355 SN - 1422-0067 VL - 20 IS - 9 ER - TY - JOUR A1 - Kuzkina, Anastasia A1 - Bargar, Connor A1 - Schmitt, Daniela A1 - Rößle, Jonas A1 - Wang, Wen A1 - Schubert, Anna-Lena A1 - Tatsuoka, Curtis A1 - Gunzler, Steven A. A1 - Zou, Wen-Quan A1 - Volkmann, Jens A1 - Sommer, Claudia A1 - Doppler, Kathrin A1 - Chen, Shu G. T1 - Diagnostic value of skin RT-QuIC in Parkinson's disease: a two-laboratory study JF - NPJ Parkinson's Disease N2 - Skin alpha-synuclein deposition is considered a potential biomarker for Parkinson's disease (PD). Real-time quaking-induced conversion (RT-QuIC) is a novel, ultrasensitive, and efficient seeding assay that enables the detection of minute amounts of alpha-synuclein aggregates. We aimed to determine the diagnostic accuracy, reliability, and reproducibility of alpha-synuclein RT-QuIC assay of skin biopsy for diagnosing PD and to explore its correlation with clinical markers of PD in a two-center inter-laboratory comparison study. Patients with clinically diagnosed PD (n = 34), as well as control subjects (n = 30), underwent skin punch biopsy at multiple sites (neck, lower back, thigh, and lower leg). The skin biopsy samples (198 in total) were divided in half to be analyzed by RT-QuIC assay in two independent laboratories. The a-synuclein RT-QuIC assay of multiple skin biopsies supported the clinical diagnosis of PD with a diagnostic accuracy of 88.9% and showed a high degree of inter-rater agreement between the two laboratories (92.2%). Higher alpha-synuclein seeding activity in RT-QuIC was shown in patients with longer disease duration and more advanced disease stage and correlated with the presence of REM sleep behavior disorder, cognitive impairment, and constipation. The alpha-synuclein RT-QuIC assay of minimally invasive skin punch biopsy is a reliable and reproducible biomarker for Parkinson's disease. Moreover, alpha-synuclein RT-QuIC seeding activity in the skin may serve as a potential indicator of progression as it correlates with the disease stage and certain non-motor symptoms. KW - diagnostic markers KW - Parkinson's disease Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-260451 VL - 7 IS - 1 ER - TY - JOUR A1 - Kraft, Peter A1 - Drechsler, Christiane A1 - Gunreben, Ignaz A1 - Heuschmann, Peter Ulrich A1 - Kleinschnitz, Christoph T1 - Case-control study of platelet glycoprotein receptor Ib and IIb/IIIa expression in patients with acute and chronic cerebrovascular disease JF - PLoS ONE N2 - Background Animal models have been instrumental in defining thrombus formation, including the role of platelet surface glycoprotein (GP) receptors, in acute ischemic stroke (AIS). However, the involvement of GP receptors in human ischemic stroke pathophysiology and their utility as biomarkers for ischemic stroke risk and severity requires elucidation. Aims To determine whether platelet GPIb and GPIIb/IIIa receptors are differentially expressed in patients with AIS and chronic cerebrovascular disease (CCD) compared with healthy volunteers (HV) and to identify predictors of GPIb and GPIIb/IIIa expression. Methods This was a case-control study of 116 patients with AIS or transient ischemic attack (TIA), 117 patients with CCD, and 104 HV who were enrolled at our University hospital from 2010 to 2013. Blood sampling was performed once in the CCD and HV groups, and at several time points in patients with AIS or TIA. Linear regression and analysis of variance were used to analyze correlations between platelet GPIb and GPIIb/IIIa receptor numbers and demographic and clinical parameters. Results GPIb and GPIIb/IIIa receptor numbers did not significantly differ between the AIS, CCD, and HV groups. GPIb receptor expression level correlated significantly with the magnitude of GPIIb/IIIa receptor expression and the neutrophil count. In contrast, GPIIb/IIIa receptor numbers were not associated with peripheral immune-cell sub-population counts. Creactive protein was an independent predictor of GPIIb/IIIa (not GPIb) receptor numbers. Conclusions Platelet GPIb and GPIIb/IIIa receptor numbers did not distinguish between patient or control groups in this study, negating their potential use as a biomarker for predicting stroke risk. KW - von Willebrand factor KW - cardiovascular disease KW - increased risk KW - mice impact KW - polymorphisms inflammation KW - blood coagulability KW - atherosclerosis KW - acute ischemic stroke Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-148806 VL - 10 IS - 3 ER - TY - JOUR A1 - Neugebauer, Hermann A1 - Schneider, Hauke A1 - Kollmar, Rainer T1 - Letter by Neugebauer et al. regarding article “Hypothermia after decompressive hemicraniectomy in treatment of malignant middle cerebral artery stroke: comment on the randomized clinical trial” JF - Critical Care N2 - No abstract available. KW - stroke KW - hypothermia KW - hemicraniectomy Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-232268 VL - 23 ER - TY - JOUR A1 - Stetter, Christian A1 - Lopez-Caperuchipi, Simon A1 - Hopp-Krämer, Sarah A1 - Bieber, Michael A1 - Kleinschnitz, Christoph A1 - Sirén, Anna-Leena A1 - Albert-Weißenberger, Christiane T1 - Amelioration of cognitive and behavioral deficits after traumatic brain injury in coagulation factor XII deficient mice JF - International Journal of Molecular Sciences N2 - Based on recent findings that show that depletion of factor XII (FXII) leads to better posttraumatic neurological recovery, we studied the effect of FXII-deficiency on post-traumatic cognitive and behavioral outcomes in female and male mice. In agreement with our previous findings, neurological deficits on day 7 after weight-drop traumatic brain injury (TBI) were significantly reduced in FXII\(^{−/−}\) mice compared to wild type (WT) mice. Also, glycoprotein Ib (GPIb)-positive platelet aggregates were more frequent in brain microvasculature of WT than FXII\(^{−/−}\) mice 3 months after TBI. Six weeks after TBI, memory for novel object was significantly reduced in both female and male WT but not in FXII\(^{−/−}\) mice compared to sham-operated mice. In the setting of automated home-cage monitoring of socially housed mice in IntelliCages, female WT mice but not FXII\(^{−/−}\) mice showed decreased exploration and reacted negatively to reward extinction one month after TBI. Since neuroendocrine stress after TBI might contribute to trauma-induced cognitive dysfunction and negative emotional contrast reactions, we measured peripheral corticosterone levels and the ration of heart, lung, and spleen weight to bodyweight. Three months after TBI, plasma corticosterone levels were significantly suppressed in both female and male WT but not in FXII\(^{−/−}\) mice, while the relative heart weight increased in males but not in females of both phenotypes when compared to sham-operated mice. Our results indicate that FXII deficiency is associated with efficient post-traumatic behavioral and neuroendocrine recovery. KW - closed head injury KW - contact-kinin system KW - object recognition memory KW - IntelliCage KW - Crespi effect KW - stress Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-284959 SN - 1422-0067 VL - 22 IS - 9 ER - TY - THES A1 - Spitzel, Marlene T1 - The impact of inflammation, hypoxia, and vasculopathy on pain development in the α-galactosidase A mouse model of Morbus Fabry T1 - Der Einfluss von Inflammation, Hypoxie und Vaskulopathie auf die Schmerzentwicklung des Morbus Fabry-spezifischen α-Galaktosidase A Mausmodells N2 - Fabry disease (FD), an X-linked lysosomal storage disorder, is caused by variants in the gene α-galactosidase A (GLA). As a consequence, the encoded homonymous enzyme GLA is not produced in sufficient amount or does not function properly. Subsequently, globotriaosylceradmide (Gb3), the target substrate of GLA, starts accumulating in several cell types, especially neurons and endothelial cells. FD patients suffer from multiorgan symptoms including cardiomyopathy, nephropathy, stroke, and acral burning pain. It is suggested that the impact of pathological Gb3 accumulation, inflammatory and hypoxic processes, and vasculopathy are contributing to the specific FD pain phenotype. Thus, we investigated the role of inflammation, hypoxia, and vasculopathy on molecular level in dorsal root ganglia (DRG) of the GLA knockout (KO) mouse model. Further, we investigated pain-like characteristics of GLA KO mice at baseline (BS), after capsaicin administration, and after repeated enzyme replacement therapy (ERT) administration for a period of 1.5 years. Acquired data showed disturbances in immune response markers represented by downregulated inflammation-associated genes and lower numbers of CD206+ macrophages in DRG of GLA KO mice. Hypoxic mechanisms were active in DRG of GLA KO mice reflected by increased gene expression of hypoxia- and DNA damage-associated targets, higher numbers of hypoxia-inducible factor 1α-positive (HIF1α+) and carbonic anhydrase 9-positive (CA9+) neurons in DRG of GLA KO mice, and DRG neuronal HIF1α cytosolic-nuclear translocation in GLA KO mice. Vascularization in DRG of GLA KO mice was reduced including lower numbers of blood vessel branches and reduced total blood vessel length. Pain-like behavior of the GLA KO mouse model revealed no mechanical hypersensitivity at BS but age-dependent heat hyposensitivity, which developed also age-matched wild type (WT) mice. Capsaicin administration under isoflurane anesthesia did not elicit the development of nocifensive behavior in GLA KO mice after mechanical or heat stimulation. Repeated ERT administration did not show a clear effect in GLA KO mice in terms of restored heat hyposensitivity to BS paw withdrawal latencies. In summary, we demonstrated the impact of disturbed immune response markers, active hypoxic mechanisms, and reduced vascularization on molecular FD pathophysiology. N2 - Morbus Fabry (M. Fabry oder Fabry disease, FD) ist eine X-chromosomal vererbte, lysosomale Speichererkrankung, die durch Varianten im Gen α-Galaktosidase A (GLA) verursacht wird. Das durch GLA kodierte gleichnamige Enzym GLA kann somit nicht in ausreichender Menge produziert werden oder erhält nicht die volle Funktionalität. Als Folge akkumuliert das Glykosphingolipid Globotriaosylceramid (Gb3), welches das Zielsubstrat von GLA ist und durch dieses Enzym normalerweise abgebaut wird. Gb3 Akkumulationen sind in verschiedenen Zelltypen zu finden, jedoch bevorzugt in Neurone und Endothelzellen. FD-Patienten leiden unter Symptome, die verschiedene Organe betreffen, insbesondere Kardiomyopathien, Nephropathien, Schlaganfälle, und brennende Schmerzen in den Extremitäten. Es wird vermutet, dass neben dem pathologischen Einfluss der Gb3 Ablagerungen auch inflammatorische und hypoxische Prozesse und Vaskulopathien zum spezifischen FD-Schmerzphänotyps beitragen. Daher wurde die Rolle der Inflammation, Hypoxie und Vaskulopathie auf molekularer Ebene in Spinalganglien (dorsal root ganglion, DRG) eines FD-spezifischen GLA knockout (KO) Mausmodells untersucht. Des Weiteren wurde der Schmerz-ähnliche Phänotyp in GLA KO Mäusen unter nativen Bedingungen, nach Capsaicingabe und unter Enzymersatztherapie (enzyme replacement therapy, ERT) während einer Dauer von 1,5 Jahren untersucht. Unsere erhobenen Daten zeigten eine Beeinträchtigung von Faktoren der Immunantwort, die sich durch herunterregulierter Genexpression Inflammations-assoziierter Gene und einer geringeren Anzahl an CD206+ Makrophagen in DRG von GLA KO Mäusen nachweisen ließ. Zu aktiven Hypoxiemechanismen trugen eine hochregulierte Genexpression Hypoxie- und DNA-Schäden-assoziierter Gene, eine höhere Anzahl an hypoxia-inducible factor 1α-positiver (HIF1α+) und carbonic anhydrase 9-positiver (CA9+) Neurone in DRG von GLA KO Mäusen, und die DRG neuronale HIF1α Translokation zwischen Zytosol und Nukleus bei. Die Vaskularisierung der DRG in GLA KO Mäusen war reduziert zusätzlich zu der geringeren Anzahl an Blutgefäßverzweigungen und einer Reduzierung der gesamten Blutgefäßlänge. Die Untersuchungen des nativen Schmerz-ähnlichen Verhaltens der GLA KO Mäuse zeigte keine Entwicklung mechanischer Hypersensitivität, während sich eine Hitzehyposensitivität mit steigendem Alter der Tiere entwickelte, die sich auch in altersangepassten Wildtyp (WT) Mäusen zeigte. Eine Capsaicingabe unter Isoflurannarkose zeigte keine erhöhte Sensitivität der GLA KO Mäuse nach mechanischer oder Hitzestimulation. Wiederholte ERT-Gaben zeigten keine Verbesserung der Hitzehyposensitivität auf ein natives Niveau der Pfotenrückzuglatenz. Wir konnten den Einfluss beeinträchtigter Faktoren der Immunantwort, aktiver Hypoxieprozesse und reduzierter Vaskularisierung in DRG von GLA KO Mäusen auf die molekulare FD-Pathophysiologie zeigen. KW - Fabry disease KW - GLA KO mouse model KW - molecular mechanism KW - Fabry-Krankheit KW - Morbus Fabry Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-345794 ER - TY - JOUR A1 - Wohnrade, Camilla A1 - Velling, Ann-Kathrin A1 - Mix, Lucas A1 - Wurster, Claudia D. A1 - Cordts, Isabell A1 - Stolte, Benjamin A1 - Zeller, Daniel A1 - Uzelac, Zeljko A1 - Platen, Sophia A1 - Hagenacker, Tim A1 - Deschauer, Marcus A1 - Lingor, Paul A1 - Ludolph, Albert C. A1 - Lulé, Dorothée A1 - Petri, Susanne A1 - Osmanovic, Alma A1 - Schreiber-Katz, Olivia T1 - Health-related quality of life in spinal muscular atrophy patients and their caregivers — a prospective, cross-sectional, multi-center analysis JF - Brain Sciences N2 - Spinal muscular atrophy (SMA) is a disabling disease that affects not only the patient’s health-related quality of life (HRQoL), but also causes a high caregiver burden (CGB). The aim of this study was to evaluate HRQoL, CGB, and their predictors in SMA. In two prospective, cross-sectional, and multi-center studies, SMA patients (n = 39) and SMA patient/caregiver couples (n = 49) filled in the EuroQoL Five Dimension Five Level Scale (EQ-5D-5L) and the Short Form Health Survey 36 (SF-36). Caregivers (CGs) additionally answered the Zarit Burden Interview (ZBI) and the Hospital Anxiety and Depression Scale (HADS). Patients were clustered into two groups with either low or high HRQoL (EQ-5D-5L index value <0.259 or >0.679). The latter group was mostly composed of ambulatory type III patients with higher motor/functional scores. More severely affected patients reported low physical functioning but good mental health and vitality. The CGB (mean ZBI = 22/88) correlated negatively with patients’ motor/functional scores and age. Higher CGB was associated with a lower HRQoL, higher depression and anxiety, and more health impairments of the CGs. We conclude that patient and CG well-being levels interact closely, which highlights the need to consider the health of both parties while evaluating novel treatments. KW - caregiver KW - caregiver burden KW - mental health KW - quality of life KW - spinal muscular atrophy KW - patient reported outcome measures Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-305048 SN - 2076-3425 VL - 13 IS - 1 ER - TY - THES A1 - Steeg, Felix Leonard T1 - Kinematische und histomorphologische Charakterisierung des DYT1 Knock-in Mausmodells mit Trauma-induzierter Dystonie T1 - Kinematic and histomorphological characterization of the DYT1 knock-in mouse model with trauma-induced dystonia N2 - Die dem Formenkreis der Dystonien zugrundeliegenden, pathophysiologischen Grundlagen sind bislang nicht abschließend geklärt. Für die DYT-TOR1A Dystonie ist bekannt, dass eine 3-bp Deletion eines GAG-Codons im TOR1A-Gen auf Chromosom 9 einen Funktionsverlust des Proteins TorsinA bewirkt. Dieser Funktionsverlust wird als auslösender Faktor für die Entstehung der DYT-TOR1A Dystonie angenommen. Nichtsdestotrotz entwickeln lediglich circa 30% der Mutationsträger eine dystone Bewegungsstörung. Als Grund dafür wird eine Two-hit Hypothese diskutiert, die zusätzlich zur genetischen Prädisposition einen Umweltfaktor wie ein peripheres Trauma für die Entstehung von Symptomen postuliert. Durch eine standardisierte Quetschläsion des N. ischiadicus konnte mit dieser Arbeit bei DYT1KI Mäusen, die die ∆GAG-Mutation im endogenen Genom tragen, ein dystoner Phänotyp hervorgerufen werden. Mit den Aufzeichnungen der Mäuse im TST wurde ein neuronales Netzwerk mittels der Software „DeepLabCut“ trainiert, sodass die Dystonie-ähnlichen Bewegungen automatisiert erfasst und ausgewertet werden konnten. Das Netzwerk trägt dazu bei, dem vorwiegend klinischen Syndrom der Dystonie eine objektive kinematische Charakterisierung zu bieten und kann auf andere TSTs anderer Nagermodelle übertragen werden. Ferner wurde überprüft, ob die beobachteten Bewegungen durch Unterschiede in der Regeneration nach der Nervenquetschung zustande kamen. Elektroneurographien zeigten jedoch diesbezüglich keine Unterschiede zwischen wt und DYT1KI Tieren. Darüber hinaus sind mikromorphologische Prozesse im zentralen und peripheren Nervensystem Gegenstand dieser Studie. Einerseits konnten wir mittels Immunzellfärbungen von T-, B-Zellen, Makrophagen und Mikroglia feststellen, dass sowohl zentral als auch peripher kein Anhalt darauf besteht, dass die beim DYT1KI Mausmodell entstandenen Dystonie-ähnlichen Bewegungen auf einer Dysfunktion oder Aktivierung des Immunsystems, wie es bei anderen neurologischen Erkrankungen bereits nachgewiesen wurde, eine Rolle spielt. Andererseits konnte anhand stereologischer Messungen gezeigt werden, dass bei den naiven DYT1KI Tieren im Vergleich zu wt Tieren dopaminerge Neurone der SN in der Anzahl verringert und im Volumen vergrößert sind, was auf einen Endophänotypen hinweist. Bei den symptomatischen, nervengequetschten DYT1KI Mäusen zeigte sich wiederum eine weitere, signifikante Zunahme der Hypertrophie der dopaminergen Neurone als Hinweis auf eine unmittelbar mit dem dystonen Phänotypen in Zusammenhang stehende Veränderung. Zusammenfassend konnte ein symptomatisches Mausmodell von hoher translationaler Bedeutung etabliert werden, in dem sich Hinweise für eine dopaminerge Dysregulation ergaben und welches für weitere Studien, insbesondere therapeutischer Art, eingesetzt werden könnte. N2 - The pathophysiological principles underlying the types of dystonia have not yet been conclusively clarified. For DYT-TOR1A dystonia, it is known that a 3-bp deletion of a GAG codon in the TOR1A gene on chromosome 9 causes a loss of function of the protein TorsinA. This loss of function is believed to be a triggering factor for the development of DYT-TOR1A dystonia. Nevertheless, only around 30% of mutation carriers develop a dystonic movement disorder. The reason for this is believed to be a two-hit hypothesis, which postulates an environmental factor such as a peripheral trauma for the development of symptoms in addition to the genetic predisposition. In this work, we were able to induce a dystonic phenotype in DYT1KI mice that carry the ∆GAG mutation in their endogenous genome by a standardized crush lesion of the sciatic nerve. With recordings of the mice in the TST, a deep neural network was trained using the software “DeepLabCut” so that the dystonia-like movements could be automatically recorded and evaluated. The network contributes to providing an objective kinematic characterization of the predominantly clinical syndrome of dystonia and can be transferred to other TSTs from other rodent models. It was also checked whether the observed movements were caused by differences in regeneration after the nerve crush. However, electroneurography showed no differences between wt and DYT1KI animals in this regard. In addition, micromorphological processes in the central and peripheral nervous system are subject of this study. On the one hand, using immune cell staining of T cells, B cells, macrophages and microglia, we were able to determine that there is no evidence, both centrally and peripherally, that the dystonia-like movements developed in the DYT1KI mouse model are due to a dysfunction or activation of the immune system, as it has already been proven to play a role in other neurologic diseases. On the other hand, stereological measurements showed that dopaminergic neurons in the SN were reduced in number and increased in volume in naive DYT1KI animals compared to wt animals, indicating an endophenotype. In the symptomatic, nerve-crushed DYT1KI mice, there was again a further, significant increase in the hypertrophy of the dopaminergic neurons, indicating a change directly related to the dystonic phenotype. In summary, a symptomatic mouse model of high translational importance was established, in which there was evidence of dopaminergic dysregulation and which could be used for further studies, particularly of a therapeutic nature. KW - Dystonie Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-345805 ER - TY - JOUR A1 - Haarmann, Axel A1 - Vollmuth, Christoph A1 - Kollikowski, Alexander M. A1 - Heuschmann, Peter U. A1 - Pham, Mirko A1 - Stoll, Guido A1 - Neugebauer, Hermann A1 - Schuhmann, Michael K. T1 - Vasoactive soluble endoglin: a novel biomarker indicative of reperfusion after cerebral large-vessel occlusion JF - Cells N2 - Now that mechanical thrombectomy has substantially improved outcomes after large-vessel occlusion stroke in up to every second patient, futile reperfusion wherein successful recanalization is not followed by a favorable outcome is moving into focus. Unfortunately, blood-based biomarkers, which identify critical stages of hemodynamically compromised yet reperfused tissue, are lacking. We recently reported that hypoxia induces the expression of endoglin, a TGF-β co-receptor, in human brain endothelium in vitro. Subsequent reoxygenation resulted in shedding. Our cell model suggests that soluble endoglin compromises the brain endothelial barrier function. To evaluate soluble endoglin as a potential biomarker of reperfusion (-injury) we analyzed its concentration in 148 blood samples of patients with acute stroke due to large-vessel occlusion. In line with our in vitro data, systemic soluble endoglin concentrations were significantly higher in patients with successful recanalization, whereas hypoxia alone did not induce local endoglin shedding, as analyzed by intra-arterial samples from hypoxic vasculature. In patients with reperfusion, higher concentrations of soluble endoglin additionally indicated larger infarct volumes at admission. In summary, we give translational evidence that the sequence of hypoxia and subsequent reoxygenation triggers the release of vasoactive soluble endoglin in large-vessel occlusion stroke and can serve as a biomarker for severe ischemia with ensuing recanalization/reperfusion. KW - endoglin KW - brain endothelium KW - stroke KW - shedding KW - mechanical thrombectomy KW - hypoxia KW - reperfusion injury KW - biomarker Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-304995 SN - 2073-4409 VL - 12 IS - 2 ER - TY - JOUR A1 - Haufe, Stefan A1 - Isaias, Ioannis U. A1 - Pellegrini, Franziska A1 - Palmisano, Chiara T1 - Gait event prediction using surface electromyography in parkinsonian patients JF - Bioengineering N2 - Gait disturbances are common manifestations of Parkinson’s disease (PD), with unmet therapeutic needs. Inertial measurement units (IMUs) are capable of monitoring gait, but they lack neurophysiological information that may be crucial for studying gait disturbances in these patients. Here, we present a machine learning approach to approximate IMU angular velocity profiles and subsequently gait events using electromyographic (EMG) channels during overground walking in patients with PD. We recorded six parkinsonian patients while they walked for at least three minutes. Patient-agnostic regression models were trained on temporally embedded EMG time series of different combinations of up to five leg muscles bilaterally (i.e., tibialis anterior, soleus, gastrocnemius medialis, gastrocnemius lateralis, and vastus lateralis). Gait events could be detected with high temporal precision (median displacement of <50 ms), low numbers of missed events (<2%), and next to no false-positive event detections (<0.1%). Swing and stance phases could thus be determined with high fidelity (median F1-score of ~0.9). Interestingly, the best performance was obtained using as few as two EMG probes placed on the left and right vastus lateralis. Our results demonstrate the practical utility of the proposed EMG-based system for gait event prediction, which allows the simultaneous acquisition of an electromyographic signal to be performed. This gait analysis approach has the potential to make additional measurement devices such as IMUs and force plates less essential, thereby reducing financial and preparation overheads and discomfort factors in gait studies. KW - electromyography KW - inertial measurement units KW - gait-phase prediction KW - machine learning KW - Parkinson’s disease Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-304380 SN - 2306-5354 VL - 10 IS - 2 ER -