@article{StephanTascilarYalcinMutluetal.2023, author = {Stephan, Marlene and Tascilar, Koray and Yalcin-Mutlu, Melek and Hagen, Melanie and Haschka, Judith and Reiser, Michaela and Hartmann, Fabian and Kleyer, Arnd and Hueber, Axel J. and Manger, Bernhard and Figueiredo, Camille and Cobra, Jayme Fogagnolo and Tony, Hans-Peter and Finzel, Stephanie and Kleinert, Stefan and Wendler, J{\"o}rg and Schuch, Florian and Ronneberger, Monika and Feuchtenberger, Martin and Fleck, Martin and Manger, Karin and Ochs, Wolfgang and Schmitt-Haendle, Matthias and Lorenz, Hannes Martin and N{\"u}sslein, Hubert and Alten, Rieke and Henes, Joerg and Kr{\"u}ger, Klaus and Schett, Georg and Rech, J{\"u}rgen}, title = {Physical function of RA patients tapering treatment — a post hoc analysis of the randomized controlled RETRO trial}, series = {Journal of Clinical Medicine}, volume = {12}, journal = {Journal of Clinical Medicine}, number = {11}, issn = {2077-0383}, doi = {10.3390/jcm12113723}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-319349}, year = {2023}, abstract = {Several studies have shown that tapering or stopping disease-modifying anti-rheumatic drugs (DMARDs) in rheumatoid arthritis (RA) patients in sustained remission is feasible. However, tapering/stopping bears the risk of decline in physical function as some patients may relapse and face increased disease activity. Here, we analyzed the impact of tapering or stopping DMARD treatment on the physical function of RA patients. The study was a post hoc analysis of physical functional worsening for 282 patients with RA in sustained remission tapering and stopping DMARD treatment in the prospective randomized RETRO study. HAQ and DAS-28 scores were determined in baseline samples of patients continuing DMARD (arm 1), tapering their dose by 50\% (arm 2), or stopping after tapering (arm 3). Patients were followed over 1 year, and HAQ and DAS-28 scores were evaluated every 3 months. The effect of treatment reduction strategy on functional worsening was assessed in a recurrent-event Cox regression model with a study-group (control, taper, and taper/stop) as the predictor. Two-hundred and eighty-two patients were analyzed. In 58 patients, functional worsening was observed. The incidences suggest a higher probability of functional worsening in patients tapering and/or stopping DMARDs, which is likely due to higher relapse rates in these individuals. At the end of the study, however, functional worsening was similar among the groups. Point estimates and survival curves show that the decline in functionality according to HAQ after tapering or discontinuation of DMARDs in RA patients with stable remission is associated with recurrence, but not with an overall functional decline.}, language = {en} } @article{PerraGalettiZacchedduetal.2023, author = {Perra, Alessandra and Galetti, Alessia and Zaccheddu, Rosanna and Locci, Aurora and Piludu, Federica and Preti, Antonio and Primavera, Diego and Di Natale, Lorenzo and Nardi, Antonio Egidio and Kurotshka, Peter Konstantin and Cossu, Giulia and Sancassiani, Federica and Stella, Giusy and De Lorenzo, Valerio and Zreik, Thurayya and Carta, Mauro Giovanni}, title = {A recovery-oriented program for people with bipolar disorder through virtual reality-based Cognitive Remediation: results of a feasibility randomized clinical trial}, series = {Journal of Clinical Medicine}, volume = {12}, journal = {Journal of Clinical Medicine}, number = {6}, issn = {2077-0383}, doi = {10.3390/jcm12062142}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-311201}, year = {2023}, abstract = {Background: Cognitive impairment is a frequent consequence of bipolar disorder (BD) that is difficult to prevent and treat. In addition, the quality of the preliminary evidence on the treatment of BD through Cognitive Remediation (CR) with traditional methods is poor. This study aims to evaluate the feasibility of a CR intervention with fully immersive Virtual Reality (VR) as an additional treatment for BD and offers preliminary data on its efficacy. Methods: Feasibility randomized controlled cross-over clinical study, with experimental condition lasting three months, crossed between two groups. Experimental condition: CR fully immersive VR recovery-oriented program plus conventional care; Control condition: conventional care. The control group began the experimental condition after a three months period of conventional care (waiting list). After the randomization of 50 people with BD diagnosis, the final sample consists of 39 participants in the experimental condition and 25 in the control condition because of dropouts. Results: Acceptability and tolerability of the intervention were good. Compared to the waitlist group, the experimental group reported a significant improvement regarding cognitive functions (memory: p = 0.003; attention: p = 0.002, verbal fluency: p = 0.010, executive function: p = 0.003), depressive symptoms (p = 0.030), emotional awareness (p = 0.007) and biological rhythms (p = 0.029). Conclusions: The results are preliminary and cannot be considered exhaustive due to the small sample size. However, the evidence of efficacy, together with the good acceptability of the intervention, is of interest. These results suggest the need to conduct studies with larger samples that can confirm this data. Trial registration: ClinicalTrialsgov NCT05070065, registered in September 2021}, language = {en} } @article{HenckertMalorgioSchweigeretal.2023, author = {Henckert, David and Malorgio, Amos and Schweiger, Giovanna and Raimann, Florian J. and Piekarski, Florian and Zacharowski, Kai and Hottenrott, Sebastian and Meybohm, Patrick and Tscholl, David W. and Spahn, Donat R. and Roche, Tadzio R.}, title = {Attitudes of anesthesiologists toward artificial intelligence in anesthesia: a multicenter, mixed qualitative-quantitative study}, series = {Journal of Clinical Medicine}, volume = {12}, journal = {Journal of Clinical Medicine}, number = {6}, issn = {2077-0383}, doi = {10.3390/jcm12062096}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-311189}, year = {2023}, abstract = {Artificial intelligence (AI) is predicted to play an increasingly important role in perioperative medicine in the very near future. However, little is known about what anesthesiologists know and think about AI in this context. This is important because the successful introduction of new technologies depends on the understanding and cooperation of end users. We sought to investigate how much anesthesiologists know about AI and what they think about the introduction of AI-based technologies into the clinical setting. In order to better understand what anesthesiologists think of AI, we recruited 21 anesthesiologists from 2 university hospitals for face-to-face structured interviews. The interview transcripts were subdivided sentence-by-sentence into discrete statements, and statements were then grouped into key themes. Subsequently, a survey of closed questions based on these themes was sent to 70 anesthesiologists from 3 university hospitals for rating. In the interviews, the base level of knowledge of AI was good at 86 of 90 statements (96\%), although awareness of the potential applications of AI in anesthesia was poor at only 7 of 42 statements (17\%). Regarding the implementation of AI in anesthesia, statements were split roughly evenly between pros (46 of 105, 44\%) and cons (59 of 105, 56\%). Interviewees considered that AI could usefully be used in diverse tasks such as risk stratification, the prediction of vital sign changes, or as a treatment guide. The validity of these themes was probed in a follow-up survey of 70 anesthesiologists with a response rate of 70\%, which confirmed an overall positive view of AI in this group. Anesthesiologists hold a range of opinions, both positive and negative, regarding the application of AI in their field of work. Survey-based studies do not always uncover the full breadth of nuance of opinion amongst clinicians. Engagement with specific concerns, both technical and ethical, will prove important as this technology moves from research to the clinic.}, language = {en} } @article{StefanakisBasslerWalczuchetal.2023, author = {Stefanakis, Mona and Bassler, Miriam C. and Walczuch, Tobias R. and Gerhard-Hartmann, Elena and Youssef, Almoatazbellah and Scherzad, Agmal and St{\"o}th, Manuel Bernd and Ostertag, Edwin and Hagen, Rudolf and Steinke, Maria R. and Hackenberg, Stephan and Brecht, Marc and Meyer, Till Jasper}, title = {The impact of tissue preparation on salivary gland tumors investigated by Fourier-transform infrared microspectroscopy}, series = {Journal of Clinical Medicine}, volume = {12}, journal = {Journal of Clinical Medicine}, number = {2}, issn = {2077-0383}, doi = {10.3390/jcm12020569}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-304887}, year = {2023}, abstract = {Due to the wide variety of benign and malignant salivary gland tumors, classification and malignant behavior determination based on histomorphological criteria can be difficult and sometimes impossible. Spectroscopical procedures can acquire molecular biological information without destroying the tissue within the measurement processes. Since several tissue preparation procedures exist, our study investigated the impact of these preparations on the chemical composition of healthy and tumorous salivary gland tissue by Fourier-transform infrared (FTIR) microspectroscopy. Sequential tissue cross-sections were prepared from native, formalin-fixed and formalin-fixed paraffin-embedded (FFPE) tissue and analyzed. The FFPE cross-sections were dewaxed and remeasured. By using principal component analysis (PCA) combined with a discriminant analysis (DA), robust models for the distinction of sample preparations were built individually for each parotid tissue type. As a result, the PCA-DA model evaluation showed a high similarity between native and formalin-fixed tissues based on their chemical composition. Thus, formalin-fixed tissues are highly representative of the native samples and facilitate a transfer from scientific laboratory analysis into the clinical routine due to their robust nature. Furthermore, the dewaxing of the cross-sections entails the loss of molecular information. Our study successfully demonstrated how FTIR microspectroscopy can be used as a powerful tool within existing clinical workflows.}, language = {en} } @article{HeinzEidmannAndersonetal.2023, author = {Heinz, Tizian and Eidmann, Annette and Anderson, Philip and Weißenberger, Manuel and Jakuscheit, Axel and Rudert, Maximilian and Stratos, Ioannis}, title = {Trends in computer-assisted surgery for total knee arthroplasty in Germany: an analysis based on the operative procedure classification system between 2010 to 2021}, series = {Journal of Clinical Medicine}, volume = {12}, journal = {Journal of Clinical Medicine}, number = {2}, issn = {2077-0383}, doi = {10.3390/jcm12020549}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-304879}, year = {2023}, abstract = {Alignment strategies for primary total knee arthroplasty (TKA) have changed significantly over time with a shift towards a more individualized alignment goal. At the same time, computer-assisted surgery (CAS) has gained interest for intraoperative control and accuracy in implant positioning and limb alignment. Despite the often discussed benefits and drawbacks of robotics and navigation for TKA, the routine use of these new devices on a day-to-day basis remains obscure. Therefore, nationwide hospital billing data based on the Operation Procedure Classification System (OPS) were retrieved from the Federal Statistical Office of Germany for the period from 2010 to 2021. OPS codes for primary total knee arthroplasty (OPS code: 5-822*) were further analyzed regarding the usage of computer navigation (additional OPS code: 5-988) or robotic devices (additional OPS code: 5-987). Gender and age at the time of surgery were also assessed. The results show a total of 2,226,559 primary TKAs were implanted between 2010 and 2021, of which 2,044,914 were performed conventionally (91.84\% of all TKAs). A total of 170,276 TKAs were performed using navigation technique (7.65\% of all TKAs) and another 11,369 TKAs were performed using robotics (0.51\% of all TKAs). For the period from 2018 to 2021, a substantial increase in robot-assisted TKA (R-TKA) was observed, with an average increase rate of 84.74\% per year, while the number of navigated TKAs declined (-3.67\% per year). Computer-assisted surgery, and particularly robotics for TKA, are seeing growing popularity and stepwise translation into routine clinical use in Germany, with a steep increase rate of more than 80\% per year since 2018. Nevertheless, the majority of TKAs are still performed using manual instrumentation, rendering conventional TKA the currently unchanged gold standard.}, language = {en} } @article{KopfGloecknerAlthenetal.2023, author = {Kopf, Juliane and Gl{\"o}ckner, Stefan and Althen, Heike and Cevada, Thais and Schecklmann, Martin and Dresler, Thomas and Kittel-Schneider, Sarah and Reif, Andreas}, title = {Neural responses to a working memory task in acute depressed and remitted phases in bipolar patients}, series = {Brain Sciences}, volume = {13}, journal = {Brain Sciences}, number = {5}, issn = {2076-3425}, doi = {10.3390/brainsci13050744}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-313509}, year = {2023}, abstract = {(1) Cognitive impairments such as working memory (WM) deficits are amongst the most common dysfunctions characterizing bipolar disorder (BD) patients, severely contributing to functional impairment. We aimed to investigate WM performance and associated brain activation during the acute phase of BD and to observe changes in the same patients during remission. (2) Frontal brain activation was recorded using functional near-infrared spectroscopy (fNIRS) during n-back task conditions (one-back, two-back and three-back) in BD patients in their acute depressive (n = 32) and remitted (n = 15) phases as well as in healthy controls (n = 30). (3) Comparison of BD patients during their acute phase with controls showed a trend (p = 0.08) towards lower dorsolateral prefrontal cortex (dlPFC) activation. In the remitted phase, BD patients showed lower dlPFC and ventrolateral prefrontal cortex (vlPFC) activation (p = 0.02) compared to controls. No difference in dlPFC and vlPFC activation between BD patients' phases was found. (4) Our results showed decreased working memory performance in BD patients during the working memory task in the acute phase of disease. Working memory performance improved in the remitted phase of the disease but was still particularly attenuated for the more demanding conditions.}, language = {en} } @article{WohnradeVellingMixetal.2023, author = {Wohnrade, Camilla and Velling, Ann-Kathrin and Mix, Lucas and Wurster, Claudia D. and Cordts, Isabell and Stolte, Benjamin and Zeller, Daniel and Uzelac, Zeljko and Platen, Sophia and Hagenacker, Tim and Deschauer, Marcus and Lingor, Paul and Ludolph, Albert C. and Lul{\´e}, Doroth{\´e}e and Petri, Susanne and Osmanovic, Alma and Schreiber-Katz, Olivia}, title = {Health-related quality of life in spinal muscular atrophy patients and their caregivers — a prospective, cross-sectional, multi-center analysis}, series = {Brain Sciences}, volume = {13}, journal = {Brain Sciences}, number = {1}, issn = {2076-3425}, doi = {10.3390/brainsci13010110}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-305048}, year = {2023}, abstract = {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.}, language = {en} } @article{FeldheimKesslerFeldheimetal.2023, author = {Feldheim, Jonas and Kessler, Almuth F. and Feldheim, Julia J. and Schmitt, Dominik and Oster, Christoph and Lazaridis, Lazaros and Glas, Martin and Ernestus, Ralf-Ingo and Monoranu, Camelia M. and L{\"o}hr, Mario and Hagemann, Carsten}, title = {BRMS1 in gliomas — an expression analysis}, series = {Cancers}, volume = {15}, journal = {Cancers}, number = {11}, issn = {2072-6694}, doi = {10.3390/cancers15112907}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-319225}, year = {2023}, abstract = {The metastatic suppressor BRMS1 interacts with critical steps of the metastatic cascade in many cancer entities. As gliomas rarely metastasize, BRMS1 has mainly been neglected in glioma research. However, its interaction partners, such as NFκB, VEGF, or MMPs, are old acquaintances in neurooncology. The steps regulated by BRMS1, such as invasion, migration, and apoptosis, are commonly dysregulated in gliomas. Therefore, BRMS1 shows potential as a regulator of glioma behavior. By bioinformatic analysis, in addition to our cohort of 118 specimens, we determined BRMS1 mRNA and protein expression as well as its correlation with the clinical course in astrocytomas IDH mutant, CNS WHO grade 2/3, and glioblastoma IDH wild-type, CNS WHO grade 4. Interestingly, we found BRMS1 protein expression to be significantly decreased in the aforementioned gliomas, while BRMS1 mRNA appeared to be overexpressed throughout. This dysregulation was independent of patients' characteristics or survival. The protein and mRNA expression differences cannot be finally explained at this stage. However, they suggest a post-transcriptional dysregulation that has been previously described in other cancer entities. Our analyses present the first data on BRMS1 expression in gliomas that can provide a starting point for further investigations.}, language = {en} } @article{LaquaWoznickiBleyetal.2023, author = {Laqua, Fabian Christopher and Woznicki, Piotr and Bley, Thorsten A. and Sch{\"o}neck, Mirjam and Rinneburger, Miriam and Weisthoff, Mathilda and Schmidt, Matthias and Persigehl, Thorsten and Iuga, Andra-Iza and Baeßler, Bettina}, title = {Transfer-learning deep radiomics and hand-crafted radiomics for classifying lymph nodes from contrast-enhanced computed tomography in lung cancer}, series = {Cancers}, volume = {15}, journal = {Cancers}, number = {10}, issn = {2072-6694}, doi = {10.3390/cancers15102850}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-319231}, year = {2023}, abstract = {Objectives: Positron emission tomography (PET) is currently considered the non-invasive reference standard for lymph node (N-)staging in lung cancer. However, not all patients can undergo this diagnostic procedure due to high costs, limited availability, and additional radiation exposure. The purpose of this study was to predict the PET result from traditional contrast-enhanced computed tomography (CT) and to test different feature extraction strategies. Methods: In this study, 100 lung cancer patients underwent a contrast-enhanced \(^{18}\)F-fluorodeoxyglucose (FDG) PET/CT scan between August 2012 and December 2019. We trained machine learning models to predict FDG uptake in the subsequent PET scan. Model inputs were composed of (i) traditional "hand-crafted" radiomics features from the segmented lymph nodes, (ii) deep features derived from a pretrained EfficientNet-CNN, and (iii) a hybrid approach combining (i) and (ii). Results: In total, 2734 lymph nodes [555 (20.3\%) PET-positive] from 100 patients [49\% female; mean age 65, SD: 14] with lung cancer (60\% adenocarcinoma, 21\% plate epithelial carcinoma, 8\% small-cell lung cancer) were included in this study. The area under the receiver operating characteristic curve (AUC) ranged from 0.79 to 0.87, and the scaled Brier score (SBS) ranged from 16 to 36\%. The random forest model (iii) yielded the best results [AUC 0.871 (0.865-0.878), SBS 35.8 (34.2-37.2)] and had significantly higher model performance than both approaches alone (AUC: p < 0.001, z = 8.8 and z = 22.4; SBS: p < 0.001, z = 11.4 and z = 26.6, against (i) and (ii), respectively). Conclusion: Both traditional radiomics features and transfer-learning deep radiomics features provide relevant and complementary information for non-invasive N-staging in lung cancer.}, language = {en} } @article{NicklEckGoedertetal.2023, author = {Nickl, Vera and Eck, Juliana and Goedert, Nicolas and H{\"u}bner, Julian and Nerreter, Thomas and Hagemann, Carsten and Ernestus, Ralf-Ingo and Schulz, Tim and Nickl, Robert Carl and Keßler, Almuth Friederike and L{\"o}hr, Mario and Rosenwald, Andreas and Breun, Maria and Monoranu, Camelia Maria}, title = {Characterization and optimization of the tumor microenvironment in patient-derived organotypic slices and organoid models of glioblastoma}, series = {Cancers}, volume = {15}, journal = {Cancers}, number = {10}, issn = {2072-6694}, doi = {10.3390/cancers15102698}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-319249}, year = {2023}, abstract = {While glioblastoma (GBM) is still challenging to treat, novel immunotherapeutic approaches have shown promising effects in preclinical settings. However, their clinical breakthrough is hampered by complex interactions of GBM with the tumor microenvironment (TME). Here, we present an analysis of TME composition in a patient-derived organoid model (PDO) as well as in organotypic slice cultures (OSC). To obtain a more realistic model for immunotherapeutic testing, we introduce an enhanced PDO model. We manufactured PDOs and OSCs from fresh tissue of GBM patients and analyzed the TME. Enhanced PDOs (ePDOs) were obtained via co-culture with PBMCs (peripheral blood mononuclear cells) and compared to normal PDOs (nPDOs) and PT (primary tissue). At first, we showed that TME was not sustained in PDOs after a short time of culture. In contrast, TME was largely maintained in OSCs. Unfortunately, OSCs can only be cultured for up to 9 days. Thus, we enhanced the TME in PDOs by co-culturing PDOs and PBMCs from healthy donors. These cellular TME patterns could be preserved until day 21. The ePDO approach could mirror the interaction of GBM, TME and immunotherapeutic agents and may consequently represent a realistic model for individual immunotherapeutic drug testing in the future.}, language = {en} }