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Structural brain morphometry as classifier and predictor of ADHD and reward-related comorbidities
(2022)
Attention deficit/hyperactivity disorder (ADHD) is one of the most common neurodevelopmental disorders, and around two-thirds of affected children report persisting problems in adulthood. This negative trajectory is associated with high comorbidity with disorders like obesity, depression, or substance use disorder (SUD). Decreases in cortical volume and thickness have also been reported in depression, SUD, and obesity, but it is unclear whether structural brain alterations represent unique disorder-specific profiles. A transdiagnostic exploration of ADHD and typical comorbid disorders could help to understand whether specific morphometric brain changes are due to ADHD or, alternatively, to the comorbid disorders. In the current study, we studied the brain morphometry of 136 subjects with ADHD with and without comorbid depression, SUD, and obesity to test whether there are unique or common brain alterations. We employed a machine-learning-algorithm trained to classify subjects with ADHD in the large ENIGMA-ADHD dataset and used it to predict the diagnostic status of subjects with ADHD and/or comorbidities. The parcellation analysis demonstrated decreased cortical thickness in medial prefrontal areas that was associated with presence of any comorbidity. However, these results did not survive correction for multiple comparisons. Similarly, the machine learning analysis indicated that the predictive algorithm grouped most of our ADHD participants as belonging to the ADHD-group, but no systematic differences between comorbidity status came up. In sum, neither a classical comparison of segmented structural brain metrics nor an ML model based on the ADHD ENIGMA data differentiate between ADHD with and without comorbidities. As the ML model is based in part on adolescent brains, this might indicate that comorbid disorders and their brain changes are not captured by the ML model because it represents a different developmental brain trajectory.
Objectives
The range of motion (ROM) of the cervical spine and postural stability are important for an economical and motorically adequate adaptation of the body to any situation. Therefore, this study aims to analyze whether these two components of postural and movement control can be influenced by means of a splint in a centric position compared to habitual occlusion.
Methods
38 recreational male athletes volunteered. Cervical spine ROM was recorded using an ultrasound system and the a pressure measuring plate for postural stability (length of center of pressure (CoP) movement, area of CoP). The two dental occlusion conditions employed were the habitual occlusion and wearing a splint in an idealized, condylar position close to the centric position. Level of significance was set at ρ ≤ 0.05.
Results
The cervical spine mobility increased significantly by wearing the splint regarding rotation to the left (+3.9%) and right (+2.7%) and lateral flexion to the left (+4.4%) and right (+6.7%). Wearing the splint reduced the area of sway deflections by about 31.5% in the bipedal stance and by about 2.4% (left) and 28.2% (right) in the unipedal stance. The CoP trace was reduced in the sagittal plane by approximately 8.2% in the right single-leg stance.
Conclusions
The major findings seem to demonstrate that wearing a splint that keeps the jaw close to the centric relation may increase the cervical ROM and may improve balance stability in male recreational athletes. Changing the jaw relation in athletes can possibly aid the release of performance potentials by improving coordination skills.
Comparative values are essential for the classification of orthopedic abnormalities and the assessment of a necessary therapy. At present, reference values for the upper body posture for healthy, male adults exist for the age groups of 18–35, 31–40 and 41–50 years. However, corresponding data on the decade of 51 to 60 year-old healthy men are still lacking. 23 parameters of the upper body posture were analyzed in 102 healthy male participants aged 51–60 (55.36 ± 2.78) years. The average height was 180.76 ± 7.81 cm with a weight of 88.22 ± 14.57 kg. The calculated BMI was 26.96 ± 3.92 kg/m2. In the habitual, upright position, the bare upper body was scanned three-dimensionally using video raster stereography. Mean or median values, confidence intervals, tolerance ranges and group comparisons, as well as correlations of BMI and physical activity, were calculated for all parameters. The spinal column parameters exhibited a good exploration of the frontal plane in the habitual standing position. In the sagittal plane, a slight, ventral inclination of the trunk with an increased kyphosis angle of the thoracic spine and increased thoracic bending angle was observed. The parameters of the pelvis showed a pronounced symmetry with deviations from the 0° axis within the measurement error margin of 1 mm/1°. The scapula height together with the scapula angles of the right and left side described a slightly elevated position of the left shoulder compared to the right side. The upper body posture is influenced by parameters of age, height, weight and BMI. Primarily there are significant correlations to measurements of trunk lengths D (age: p ≤ 0.02, rho = -0.23; height: p ≤ 0.001, rho = 0.58; weight: p ≤ 0.001, rho = 0.33), trunk lengths S (age: p ≤ 0.01, rho = -0.27; height: p ≤ 0.001, rho = 0.58; weight: p ≤ 0.001, rho = 0.32), pelvic distance (height: p ≤ 0.01, rho = 0.26; weight: p ≤ 0.001, rho = 0.32; BMI: p ≤ 0.03, rho = 0.22) and scapula distance (weight: p ≤ 0.001, rho = .32; BMI: p ≤ 0.01, rho = 0.27), but also to sagittal parameters of trunk decline (weight: p ≤ 0.001, rho = -0.29; BMI: p ≤ 0.01, rho = -0.24), thoracic bending angle (height: p ≤ 0.01, rho = 0.27) and kyphosis angle (BMI: p ≤ 0.03, rho = 0.21). The upper body posture of healthy men between the ages of 51 and 60 years was axially almost aligned and balanced. With the findings of this investigation and the reference values obtained, suitable comparative values for use in clinical practice and for further scientific studies with the same experimental set-up have been established.
Background: In order to determine possible pathological deviations in body weight distribution and body sway, it is helpful to have reference values for comparison: gender and age are two main influencing factors. For this reason, it was the aim of the present study to present reference values for women between 51 and 60 years of age.
Methods: For this study, 101 subjectively healthy female Germans aged between 51 and 60 years (55.16 ± 2.89 years) volunteered and were required to stand in a habitual posture on a pressure measuring platform.
Results: The average BMI of this age group was 25.02 ± 4.55 kg/m². The left and right foot showed an almost evenly balanced load distribution with a median load of 52.33% on the left foot [tolerance interval (TR) 38.00%/68.03%; confidence interval (CI) 51.00%/53.33%] and 47.67% on the right foot [TR 31.97%/62.00%; CI 46.67%/49.00%]. The measured median load of the forefoot was 33.33% [TR 21.37%/54.60%; CI 30.67%/36.00%] and that of the rear foot was 66.67% [TR 45.50%/78.63%; CI 64.00%/69.33%]. The median body sway in the frontal plane was 11 mm [TR 5.70 mm/26.30 mm; CI 10.00 mm/11.67 mm] and that of the sagittal plane was 16 mm [TR 7.37 mm/34.32 mm; CI 14.67 mm/18.67 mm]. The median ellipse area was 1.17 cm² [TR 0.29 cm²/4.96 cm²; CI 0.98 cm²/1.35 cm²], the median ellipse width was 0.91 cm [TR 0.42 cm/1.9 cm; CI 0.84 cm/1.02 cm] and its height was 0.40 cm [TR 0.22 cm/0.89 cm; CI 0.38 cm/0.43 cm].
Conclusions: The left-to-right ratio is almost balanced. The load distribution of the forefoot to the rear foot is approximately 1:2. The median body sway values for the frontal and sagittal planes (11 and 16 mm, respectively) agree with other values. The values for the height, body weight and the BMI are comparable to the values of average German women at this age; therefore, the measured values show a presentable cross section of women in the 51–60 age group in Germany. The present data can be used as a basis for women aged 51–60 years and can support the detection of possible dysfunctions as well as injury prevention in the parameters of postural control.
Background: In the COVID-19 pandemic, numerous researchers postponed their patient and public involvement (PPI) activities. This was mainly due to assumptions on patients’ willingness and skills to participate digitally. In fact, digital PPI workshops differ from in-person meetings as some forms of non-verbal cues and body language may be missing and technical barriers may exist. Within our project HYPERION-TransCare we adapted our PPI workshop series for intervention development to a digital format and assessed whether these digital workshops were feasible for patients, health care professionals and researchers.
Methods: We used a digital meeting tool that included communication via audio, video and chat. Discussions were documented simultaneously on a digital white board. Technical support was provided via phone and chat during the workshops and with a technical introduction workshop in advance. The workshop evaluation encompassed observation protocols, participants’ feedback via chat after each workshop on their chance to speak and the usability of the digital tools, and telephone interviews on patients’ and health professionals’ experiences after the end of the workshop series.
Results: Observation protocols showed an active role of moderators in verbally encouraging every participant to get involved. Technical challenges occurred, but were in most cases immediately addressed and solved. Participants median rating of their chance to speak and the usability of the digital tool was “very good”. In the evaluation interviews participants reported a change of perspective and mutual understanding as a main benefit from the PPI workshops and described the atmosphere as inclusive and on equal footing. Benefits of the digital format such as overcoming geographical distance, saving time and combining workshop participation with professional or childcare obligations were reported. Technical support was stressed as a pre-condition for getting actively involved in digital PPI.
Conclusions: Digital formats using different didactic and documentation techniques, accompanied by technical support, can foster active patient and public involvement. The advantages of digital PPI formats such as geographical flexibility and saving time for participants as well as the opportunity to prepare and hold workshops in geographically stretched research teams persists beyond the pandemic and may in some cases outweigh the advantages of in-person communication.
Although, during the past decades, substantial advances emerged in identifying major local and systemic factors contributing to initiation and progression of osteoarthritis (OA), some neuroendocrine mechanisms are still not understood or even neglected when thinking about novel therapeutic options. One of which is the sympathetic nervous system that exhibits various OA-promoting effects in different tissues of the joint. Interestingly, the β2-adrenoceptor (AR) mediates the majority of these effects as demonstrated by several in vitro, in vivo as well as in clinical studies. This review article does not only summarize studies of the past two decades demonstrating that the β2-AR plays an OA-promoting role in different tissues of the joint but also aims to encourage the reader to think about next-level research to discover novel and innovative preventive and/or therapeutic strategies targeting the β2-AR in OA.
Das Hepatoblastom ist ein embryonaler Lebertumor, dessen Zellen unterschiedliche unreife Stadien aufweisen. Aufgrund dieser Unreife ist die Identifizierung von Krebsstammzellen erschwert, die in diesem Tumor vermutet und für Rückfälle verantwortlich gemacht werden. In Vorarbeiten konnte eine Krebsstammzellpopulation mit der Kombination der hämatopoetischen Stammzellmarker CD90 und CD34 sowie dem „oval cell“ OV-6-Antikörper in den etablierten Hepatoblastomzelllinien HuH6 und HepG2 detektiert werden. Diese CD34+OV-6+CD90+ Zellen wiesen eine erhöhte Expression von Pluripotenzfaktoren auf und zeichneten sich durch ein erhöhtes Migrationsverhalten aus.
In der hier vorgelegten Arbeit wurden zunächst Tumor-Sphäroid-Assays durchgeführt um diese Population als Krebsstammzellen zu bestätigen, da nur Krebsstammzellen unter den gegebenen Umständen wachsen können. Diese waren im Anschluss wieder in der Lage, in „normalem Medium“ zu differenzieren. Des Weiteren wurden die Zelllinien mit dem Standardtherapeutikum Cisplatin behandelt. Da Krebsstammzellen als chemoresistent gelten, konnte in der überlebenden Zellpopulation auch eine Anreicherung der CD34+OV-6+CD90+ Zellen beobachtet werden. Zusätzlich ließ sich eine weitere CD34+OV-6+CD90+ Population identifizieren, deren Expression aller drei Marker schwächer war und die bei steigenden Cisplatin-Konzentrationen den Großteil der CD34+OV-6+CD90+ Population ausmachte.
Neben den erhöhten Transkriptmengen der Pluripotenzmarker Oct4 und Nanog zeichneten sich die CD34+OV-6+CD90+ Krebsstammzellen durch eine verstärkte Expression der aktivierungsinduzierten Zytidin-Desaminase AID aus. AID wirkt induzierend auf die Transkription beider Pluripotenzmarker. Daher könnte es auch bei Krebsstammzellen eine Rolle bei der Induktion von Pluripotenz und bei ihrer langfristigen Erhaltung spielen. Dies unterstützend legten die verminderten Transkriptmengen der Pluripotenzgene nach einem AID siRNA Knock-Down eine Abhängigkeit des Stammzellcharakters von diesem Faktor nahe. Um einen Effekt von Therapeutika, die inhibitorisch auf AID wirken, auf Krebsstammzellen zu untersuchen, wurden die Zellen mit den DNMT-Inhibitoren Decitabine und Zebularine sowie dem HSP90-Inhibitor Tanespimycin behandelt. Tatsächlich konnte vor allem in den HuH6-Zellen ein verminderter Anteil der Krebsstammzellpopulation durch die drei Substanzen beobachtet werden. Wurden die Zellen im Anschluss mit dem Standardzytostatikum Cisplatin behandelt, führte allerdings eine Vorbehandlung mit Zebularine oder Decitabine zu einer starken Anreicherung von Krebsstammzellen. Dies war vor allem auf Zellen mit dem schwach positiven CD34+OV-6+CD90+ Expressionsprofil zurückzuführen, die chemo-induziert zu sein scheinen. Zwar erscheint die Mehrheit der Tumorzellen eliminiert zu werden, jedoch lassen diese Ergebnisse die Entstehung von chemo-induzierten Krebsstammzellen vermuten, die langfristig für einen Rückfall verantwortlich sein könnten. Daher ist von einer Ergänzung der Therapie mit diesen Substanzen abzusehen. Eine Vorbehandlung mit Tanespimycin hingegen konnte im Vergleich zur alleinigen Cisplatin-Behandlung wirksam den Anteil der Krebsstammzellen reduzieren. Interessanterweise war dies nicht auf einen verstärkten Zelltod der Krebsstammzellen, sondern vielmehr auf eine durch Tanespimycin bewirkte Differenzierung derselben zurückzuführen. Diese spiegelte sich auch in einer verminderten Expression von Pluripotenzmarkern auf mRNA-Ebene im Vergleich zur alleinigen Cisplatin-Behandlung wider.
Somit präsentierte sich Tanespimycin als potenter Inhibitor von Krebsstammzellen. Auch wenn weitere vorklinische und klinische Tests und Untersuchungen erfolgen müssen, stellt Tanespimycin bzw. die Substanzklasse der HSP90-Inhibitoren einen interessanten und vielversprechenden Kandidaten für eine Ergänzung der Standardtherapie vor allem bei behandlungsresistenten und rekurrenten High-Risk-Hepatoblastomen dar.