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Attention-deficit/hyperactivity disorder (ADHD) is the most prevalent neurodevelopmental disorder described in psychiatry today. ADHD arises during early childhood and is characterized by an age-inappropriate level of inattention, hyperactivity, impulsivity, and partially emotional dysregulation. Besides, substantial psychiatric comorbidity further broadens the symptomatic spectrum. Despite advances in ADHD research by genetic- and imaging studies, the etiopathogenesis of ADHD remains largely unclear. Twin studies suggest a heritability of 70-80 % that, based on genome-wide investigations, is assumed to be polygenic and a mixed composite of small and large, common and rare genetic variants. In recent years the number of genetic risk candidates is continuously increased. However, for most, a biological link to neuropathology and symptomatology of the patient is still missing. Uncovering this link is vital for a better understanding of the disorder, the identification of new treatment targets, and therefore the development of a more targeted and possibly personalized therapy.
The present thesis addresses the issue for the ADHD risk candidates GRM8, FOXP2, and GAD1. By establishing loss of function zebrafish models, using CRISPR/Cas9 derived mutagenesis and antisense oligonucleotides, and studying them for morphological, functional, and behavioral alterations, it provides novel insights into the candidate's contribution to neuropathology and ADHD associated phenotypes. Using locomotor activity as behavioral read-out, the present work identified a genetic and functional implication of Grm8a, Grm8b, Foxp2, and Gad1b in ADHD associated hyperactivity. Further, it provides substantial evidence that the function of Grm8a, Grm8b, Foxp2, and Gad1b in activity regulation involves GABAergic signaling. Preliminary indications suggest that the three candidates interfere with GABAergic signaling in the ventral forebrain/striatum. However, according to present and previous data, via different biological mechanisms such as GABA synthesis, transmitter release regulation, synapse formation and/or transcriptional regulation of synaptic components. Intriguingly, this work further demonstrates that the activity regulating circuit, affected upon Foxp2 and Gad1b loss of function, is involved in the therapeutic effect mechanism of methylphenidate. Altogether, the present thesis identified altered GABAergic signaling in activity regulating circuits in, presumably, the ventral forebrain as neuropathological underpinning of ADHD associated hyperactivity. Further, it demonstrates altered GABAergic signaling as mechanistic link between the genetic disruption of Grm8a, Grm8b, Foxp2, and Gad1b and ADHD symptomatology like hyperactivity. Thus, this thesis highlights GABAergic signaling in activity regulating circuits and, in this context, Grm8a, Grm8b, Foxp2, and Gad1b as exciting targets for future investigations on ADHD etiopathogenesis and the development of novel therapeutic interventions for ADHD related hyperactivity. Additionally, thigmotaxis measurements suggest Grm8a, Grm8b, and Gad1b as interesting candidates for prospective studies on comorbid anxiety in ADHD. Furthermore, expression analysis in foxp2 mutants demonstrates Foxp2 as regulator of ADHD associated gene sets and neurodevelopmental disorder (NDD) overarching genetic and functional networks with possible implications for ADHD polygenicity and comorbidity. Finally, with the characterization of gene expression patterns and the generation and validation of genetic zebrafish models for Grm8a, Grm8b, Foxp2, and Gad1b, the present thesis laid the groundwork for future research efforts, for instance, the identification of the functional circuit(s) and biological mechanism(s) by which Grm8a, Grm8b, Foxp2, and Gad1b loss of function interfere with GABAergic signaling and ultimately induce hyperactivity.
Biological Substrates of Waiting Impulsivity in Children and Adolescents with and without ADHD
(2023)
Focus of the present work were the questions whether and how the concept of waiting impulsivity (WI), defined as the ability to regulate a response in anticipation of reward and measured by the 4-choice serial reaction time task (4-CSRTT), may contribute to our understanding of Attention-Deficit/Hyperactivity Disorder (ADHD) and its neurobiological underpinnings.
To address this topic, two studies were conducted: in a first study, the relationship be-tween 4-CSRTT behavioral measures, neural correlates and ADHD symptom domains, i.e. inattention (IA) and hyperactivity/impulsivity (H/I) was explored in a pooled sample of 90 children and adolescents with (n=44) and without (n=46) ADHD diagnosis. As ex-pected, IA was associated with dorsolateral prefrontal brain regions linked with executive functions and attentional control, which was evident on the structural and the functional level. Higher levels of both IA and H/I covaried with decreased activity in the right ven-trolateral prefrontal cortex (PFC), a central structure for response inhibition. Moderation analyses revealed that H/I-related decreased activation in this region did not map linearly on difficulties on the behavioral level: brain activation was a significant predictor of task accuracy only, when H/I symptoms were low/absent but not for clinically relevant ADHD symptoms. Further, H/I was implicated in dysfunctional top-down control of reward eval-uation. Both symptom domains correlated positively with hippocampus (HC) activity in anticipation of reward. In addition, for high H/I symptoms, greater activation in the HC was found to correlate with higher motivation on the behavioral level, indicating that rein-forcement-learning and/or contingency awareness may contribute to altered reward pro-cessing in ADHD patients.
In a second study, the possible serotonergic modulation of WI and the ADHD-WI relation-ship was addressed in a sub-sample comprising 86 children and adolescents of study I. The effects of a functional variant in the gene coding for the rate-limiting enzyme in the synthesis of brain serotonin on behavior and structure or function of the WI-network was investigated. Moderation analyses revealed that on the behavioral level, a negative corre-lation between accuracy and IA was found only in GG-homozygotes, whereas no signifi-cant relationship emerged for carriers of the T-allele. This is in line with previous reports of differential effects of serotonergic modulation on attentional performance depending on the presence of ADHD symptoms. A trend-wise interaction effect of genotype and IA for regional volume of the right middle frontal gyrus was interpreted as a hint towards an involvement of the PFC in this relationship, although a more complex mechanism includ-ing developmental effects can be assumed. In addition, interaction effects of genotype and IA were found for brain activation in the amygdala (AMY) und HC during perfor-mance of the 4-CSRTT, while another interaction was found for H/I symptoms and geno-type for right AMY volume. These findings indicate a serotonergic modulation of coding of the emotional value of reward during performance of the 4-CSRTT that varies de-pending on the extent of psychopathology-associated traits.
Taken together, it was shown that the 4-CSRTT taps distinct domains of impulsivity with relevance to ADHD symptomatology: (proactive) response inhibition difficulties in relation with anticipation of reward. Furthermore, the two symptom domains, IA and H/I, contrib-ute differently to WI, which emphasizes the need to distinguish both in the research of ADHD. The results of study II emphasized the relevance of serotonergic transmission especially for attentional control and emotional processing. Although the present findings need replication and further refinement in more homogenous age groups, the use of the 4-CSRTT with a dimensional approach is a very promising strategy, which will hopefully extend our understanding of impulsivity-related mental disorders in the future.
Zusammenfassung
1) Fragestellung und zentrale Untersuchung
Unter der Hypothese, dass die Transportrate des Glukosetransporters Typ 3 (GLUT3)
abhängig von der Kopienanzahl (CNV) des für ihn kodierenden Gens SLC2A3 ist,
wurden Zelllinien mit drei Kopien (Duplikation) mit Kontroll-Zelllinien mit nur zwei Kopien
bezüglich ihrer Glukoseaufnahme miteinander verglichen (n=2; N=9). Hierzu wurde die
zelluläre Glukoseaufnahme mittels radioaktiv markierter 2-Desoxyglukose in via
Eppstein-Barr-Virus immortalisierten lymphoblastoiden Zelllinien (EBV-LCLs)
gemessen. In den initialen Untersuchungen zeigt sich, dass das Protokoll an manchen
Stellen zu viel Spielraum lässt. Die Methode wird daraufhin standardisiert und bezüglich
einiger Parameter angepasst: g-Zentrifugeneinstellung, Mischen/Aliquotieren,
Zellanzahl, Replikatanzahl, Inkubationszeit/-intervalle und Durchführungsdauer.
2) Wichtigste Ergebnisse
Die funktionelle Untersuchung zur Duplikation des SLC2A3-Gens in Patienten mit
Aufmerksamkeitsdefizit-/Hyperaktivitätsstörung (ADHS) zeigt schließlich im
dynamischen Aushungerungsversuch der EBV-LCLs über vier Tage (Vergleich t2 zu t1)
statistisch für die Gruppen eine deutliche Differenz mit mittlerer Effektstärke (Lineares
Gemischtes Modell; p = 0,06; Cohens d = 0,37).
Zum zweiten Messzeitpunkt (t2) zeigt sich statistisch zwischen den Gruppen eine sehr
signifikante Differenz mit hoher Effektstärke (Lineares Gemischtes Modell; p < 0,006;
Cohens d = 0,55).
Damit konnte in dieser Arbeit nachgewiesen werden, dass die SLC2A3-Duplikation
neben dem Gendosiseffekt auf mRNA-Ebene auch hypermorph funktionelle
Veränderungen auf zellulärer Ebene nach sich zieht. Nachfolgende Untersuchungen
sollten vor diesem Hintergrund mögliche Kofaktoren investigieren und auf Alterationen
in nachgeschalteten Signalwegen abzielen.
Einleitung: Unter dem Begriff exekutive Funktionen (EF) werden häufig die Komponenten Inhibition, kognitive Flexibilität und Aktualisierung von Arbeitsgedächtnisrepräsentationen subsumiert. EF sind bereichsübergreifende Prädiktoren schulischer Leistungen. Verschiedene Operationalisierungen derselben Komponente, z.B. Performanztests und Elterneinschätzungen, zeigen häufig nur geringe Interkorrelationen. Die Methoden scheinen unterschiedliche Aspekte einer Komponente zu erfassen, daher könnte eine Kombination zur Vorhersage schulischer Leistungen sinnvoll sein. Methode: N = 96 Erst- und Zweitklässler_innen mit und ohne Entwicklungsauffälligkeiten wurden mittels EF-Performanztests und Schulleistungstests zu Mathematik und Lesen untersucht. Per Fragebogen wurden elternbeurteilte EF und als Kontrollvariablen der sozioökonomische Status (SÖS) und das Vorliegen von Merkmalen einer Aufmerksamkeitsdefizit-Hyperaktivitätsstörung (ADHS) erfasst. Ergebnisse: Elternbeurteilungen hatten über die Performanztests hinaus einen bedeutsamen Vorhersagewert für die Mathematik- und Leseleistung. Der Einfluss von Alter, SÖS und ADHS-Merkmalen wurde kontrolliert. Diskussion: Die kombinierte Anwendung beider Erfassungsmethoden scheint somit vorteilhaft für die Prognose schulischer Leistungen und die Prävention von Schulleistungsproblemen.
In der dargestellten Arbeit wurden verschiedene Hypothesen im Hinblick auf die berufliche und gesundheitliche Belastung von Eltern mit Kindern, die an ADHS leiden, untersucht. So wurde zunächst der Fragestellung nachgegangen, in wieweit das von ADHS betroffene Kind in der Familie selbst zu einer erhöhten Belastung der Eltern am Arbeitsplatz und somit zu einer gesteigerten gesundheitlichen Einschränkung führt. Zudem untersuchten wir die Auswirkungen einer möglichen eigenen ADHS-Symptomatik in der Kindheit laut WURS auf die gesundheitliche Verfassung und die Leistungsfähigkeit am Arbeitsplatz. Schließlich wurde in der dritten Hypothese die Frage untersucht, in wieweit ein Effekt der Anzahl betroffener Kinder mit ADHS innerhalb einer Familie feststellbar ist.
Entsprechend wurde eine vergleichende Untersuchung mit einer klinischen Stichprobe (n=91) und einer gesunden Vergleichsstichprobe (n=198) durchgeführt. Um die verschiedenen Einflussfaktoren verifizierbar zu machen, wurden verschiedene Untersuchungsinstrumente in Form von Fragebögen sowohl an die klinische Stichprobe als auch an die Vergleichsstichprobe (Familien, deren Kinder als gesund beschrieben wurden) verteilt. Zur allgemeinen Einschätzung von Verhaltensauffälligkeiten der Kinder in den jeweiligen Familien wurde die Child-Behavior-Checklist von den Eltern ausgefüllt. Zudem schätzten die Eltern über den Fremdbeurteilungsbogen für hyperkinetische Störungen die ADHS-Symptomatik ihrer Kinder ein. Darüber hinaus beurteilten die Eltern eine mögliche eigene ADHS-Symptomatik in der Kindheit über die retrospektiv ausgelegte Wender Utah Rating Scale. Der individuelle Gesundheitszustand der Väter und Mütter wurde über den „EQ-5D“ erfragt, während die Belastung am Arbeitsplatz mittels der Work Limitation Questionnaire ermittelt wurde. Schließlich füllten alle teilnehmenden Eltern einen sozioökonomischen Fragebogen aus, in dem Alter, Geschlecht, Familienstand, Schulabschluss und das Haushaltsnettoeinkommen berücksichtigt wurden.
In zahlreichen, im Diskussionsteil bereits erwähnten Studien wurde eine Mehrbelastung der Eltern festgestellt. In der vorliegenden Arbeit wurden darüber hinaus die konkreten Auswirkungen dieser bereits festgestellten Mehrbelastung auf den Gesundheitszustand und das berufliche Umfeld untersucht. Die Untersuchung dieser Auswirkungen auf das alltägliche Leben der betroffenen Eltern geriet bislang kaum in den Fokus wissenschaftlicher Arbeiten. Um zukünftig betroffene Familien gezielter in unterschiedlichen Lebensbereichen unterstützen zu können ist es jedoch von eminenter Bedeutung, diese Auswirkungen zu kennen und besser zu verstehen.
In den Ergebnissen konnte konkret gezeigt werden, dass bezüglich der Hypothese 1 die Anwesenheit eines ADHS-Kindes innerhalb einer Familie den Gesundheitszustand der Eltern laut Selbsturteil im EQ-5D signifikant beeinflusst. Im Rahmen der beruflichen Belastung war feststellbar, dass ein ADHS-Kind sich signifikant auf die physische Konstitution laut WLQ der Eltern auswirkt. Die Untersuchung der Hypothese II ergab, dass eine mögliche eigene ADHS-Symptomatik in der Kindheit sich auf unterschiedliche Dimensionen im beruflichen Umfeld auswirkt, jedoch nicht signifikant auf den individuellen Gesundheitszustand. Väter und Mütter, die selbst in ihrer Kindheit ADHS-Symptome angaben, geben eine signifikante Beeinträchtigung bezüglich der mentalen Fähigkeiten, des Zeitmanagements und der allgemeinen Arbeitsproduktivität laut Selbsteinschätzung im WLQ an. Eine physische Einschränkung am Arbeitsplatz laut WLQ war bei den Vätern signifikant feststellbar, nicht jedoch bei den Müttern. Die Ergebnisse der Hypothese III ergaben, dass bezüglich der Arbeitsfähigkeit bereits bei einem oder mehr Kindern mit ADHS die kognitiven Fähigkeiten der Eltern am Arbeitsplatz laut WLQ beeinträchtigt sind. Gleichermaßen wird die Arbeitsproduktivität bereits bei einem oder mehr von ADHS betroffenen Kindern signifikant beeinflusst. Auf die physische Konstitution der Eltern laut Selbsteinschätzung im WLQ haben ein oder auch mehrere von ADHS betroffene Kinder jedoch keinen signifikanten Einfluss. Die zeitliche Organisation der Eltern am Arbeitsplatz laut WLQ ist folglich bei einem Kind mit ADHS noch nicht signifikant beeinträchtigt, wohl aber, wenn mehr als ein Kind betroffen ist. Ebenso ist der Gesundheitszustand der Eltern laut EQ-5D erst ab zwei betroffenen Kindern in einer Familie durch diesen Umstand beeinflusst.
Zusammenfassend lässt sich also feststellen, dass durch die Anwesenheit eines Kindes mit ADHS in einer Familie eher der Gesundheitszustand der Eltern signifikant beeinflusst wird, wohingegen die eigene ADHS-Symptomatik der Eltern in der Kindheit viel mehr zu einer signifikanten und mehrdimensionalen Beeinträchtigung am Arbeitsplatz führt. Diese Erkenntnis zeigt, dass die eigene ADHS-Symptomatik der Eltern in der Kindheit neben der Anwesenheit eines ADHS - Kindes nicht unerhebliche Auswirkungen auf die alltäglichen Aufgaben der Betroffenen hat. Die Erkenntnis dieser neuen Zusammenhänge sollte in zukünftigen Forschungsvorhaben berücksichtigt werden.
Attention-deficit hyperactivity disorder (ADHD) is a complex neurodevelopmental disorder characterized by hyperactivity, impulsivity, and/or inattention, which are symptoms also observed in many rare genetic disorders. We searched for genes involved in Mendelian disorders presenting with ADHD symptoms in the Online Mendelian Inheritance in Man (OMIM) database, to curate a list of new candidate risk genes for ADHD. We explored the enrichment of functions and pathways in this gene list, and tested whether rare or common variants in these genes are associated with ADHD or with its comorbidities. We identified 139 genes, causal for 137 rare disorders, mainly related to neurodevelopmental and brain function. Most of these Mendelian disorders also present with other psychiatric traits that are often comorbid with ADHD. Using whole exome sequencing (WES) data from 668 ADHD cases, we found rare variants associated with the dimension of the severity of inattention symptoms in three genes: KIF11, WAC, and CRBN. Then, we focused on common variants and identified six genes associated with ADHD (in 19,099 cases and 34,194 controls): MANBA, UQCC2, HIVEP2, FOPX1, KANSL1, and AUH. Furthermore, HIVEP2, FOXP1, and KANSL1 were nominally associated with autism spectrum disorder (ASD) (18,382 cases and 27,969 controls), as well as HIVEP2 with anxiety (7016 cases and 14,475 controls), and FOXP1 with aggression (18,988 individuals), which is in line with the symptomatology of the rare disorders they are responsible for. In conclusion, inspecting Mendelian disorders and the genes responsible for them constitutes a valuable approach for identifying new risk genes and the mechanisms of complex disorders.
The cell—cell signaling gene CDH13 is associated with a wide spectrum of neuropsychiatric disorders, including attention-deficit/hyperactivity disorder (ADHD), autism, and major depression. CDH13 regulates axonal outgrowth and synapse formation, substantiating its relevance for neurodevelopmental processes. Several studies support the influence of CDH13 on personality traits, behavior, and executive functions. However, evidence for functional effects of common gene variation in the CDH13 gene in humans is sparse. Therefore, we tested for association of a functional intronic CDH13 SNP rs2199430 with ADHD in a sample of 998 adult patients and 884 healthy controls. The Big Five personality traits were assessed by the NEO-PI-R questionnaire. Assuming that altered neural correlates of working memory and cognitive response inhibition show genotype-dependent alterations, task performance and electroencephalographic event-related potentials were measured by n-back and continuous performance (Go/NoGo) tasks. The rs2199430 genotype was not associated with adult ADHD on the categorical diagnosis level. However, rs2199430 was significantly associated with agreeableness, with minor G allele homozygotes scoring lower than A allele carriers. Whereas task performance was not affected by genotype, a significant heterosis effect limited to the ADHD group was identified for the n-back task. Heterozygotes (AG) exhibited significantly higher N200 amplitudes during both the 1-back and 2-back condition in the central electrode position Cz. Consequently, the common genetic variation of CDH13 is associated with personality traits and impacts neural processing during working memory tasks. Thus, CDH13 might contribute to symptomatic core dysfunctions of social and cognitive impairment in ADHD.
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder with an estimated heritability of around 70%. In order to fully understand ADHD biology it is necessary to incorporate multiple different types of research. In this thesis, both human and animal model research is described as both lines of research are required to elucidate the aetiology of ADHD and development new treatments. The role of a single gene, Adhesion G protein-coupled receptor L3 (ADGRL3) was investigated using a knockout mouse model. ADGRL3 has putative roles in neuronal migration and synapse function. Various polymorphisms in ADGRL3 have been linked with an increased risk of attention deficit/hyperactivity disorder (ADHD) in human studies. Adgrl3-deficient mice were examined across multiple behavioural domains related to ADHD: locomotive activity, visuospatial and recognition memory, gait impulsivity, aggression, sociability and anxiety-like behaviour. The transcriptomic alterations caused by Adgrl3-depletion were analysed by RNA-sequencing of three ADHD-relevant brain regions: prefrontal cortex (PFC), hippocampus and striatum. Increased locomotive activity in Adgrl3-/- mice was observed across all tests with the specific gait analysis revealing subtle gait abnormalities. Spatial memory and learning domains were also impaired in these mice. Increased levels of impulsivity and sociability accompanying decreased aggression were also detected. None of these alterations were observed in Adgrl3+/- mice. The numbers of genes found to exhibit differential expression was relatively small in all brain regions sequenced. The absence of large scale gene expression dysregulation indicates a specific pathway of action, rather than a broad neurobiological perturbation. The PFC had the greatest number of differentially expressed genes and gene-set analysis of differential expression in this brain region detected a number of ADHD-relevant pathways including dopaminergic synapses as well as cocaine and amphetamine addiction. The most dysregulated gene in the PFC was Slc6a3 which codes for the dopamine transporter, a molecule vital to current pharmacological treatment of ADHD. The behavioural and transcriptomic results described in this thesis further validate Adgrl3 constitutive knockout mice as an experimental model of ADHD and provide neuroanatomical targets for future studies involving ADGRL3 modified animal models.
The study of ADHD risk genes such as ADGRL3 requires the gene to be first identified using human studies. These studies may be genome based such as genome wide association studies (GWAS) or transcriptome based using microarray or RNA sequencing technology. To explore ADHD biology in humans the research described in this thesis includes both GWAS and trancriptomic data. A two-step transcriptome profiling was performed in peripheral blood mononuclear cells (PBMCs) of 143 ADHD subjects and 169 healthy controls. We combined GWAS and expression data in an expression-based Polygenic Risk Score (PRS) analysis in a total sample of 879 ADHD cases and 1919 controls from three different datasets. Through this exploratory study we found eight differentially expressed genes in ADHD and no support for the genetic background of the disorder playing a role in the aberrant expression levels identified. These results highlight promising candidate genes and gene pathways for ADHD and support the use of peripheral tissues to assess gene expression signatures for ADHD.
This thesis illustrates how both human and animal model research is required to increase our understanding of ADHD. The animal models provide biological insight into the targets identified in human studies and may themselves provide further relevant gene targets. Only by combining research from disparate sources can we develop the thorough understanding on ADHD biology required for treatment development, which is the ultimate goal of translational science research.
Tetrahydroisoquinolines (TIQs) such as salsolinol (SAL), norsalsolinol (NSAL) and their methylated derivatives N-methyl-norsalsolinol (NMNSAL) and N-methyl-salsolinol (NMSAL), modulate dopaminergic neurotransmission and metabolism in the central nervous system. Dopaminergic neurotransmission is thought to play an important role in the pathophysiology of chronic tic disorders, such as Tourette syndrome (TS). Therefore, the urinary concentrations of these TIQ derivatives were measured in patients with TS and patients with comorbid attention-deficit/hyperactivity disorder (TS + ADHD) compared with controls. Seventeen patients with TS, 12 with TS and ADHD, and 19 age-matched healthy controls with no medication took part in this study. Free levels of NSAL, NMNSAL, SAL, and NMSAL in urine were measured by a two-phase chromatographic approach. Furthermore, individual TIQ concentrations in TS patients were used in receiver-operating characteristics (ROC) curve analysis to examine the diagnostic value. NSAL concentrations were elevated significantly in TS [434.67 ± 55.4 nmol/l (standard error of mean = S.E.M.), two-way ANOVA, p < 0.0001] and TS + ADHD patients [605.18 ± 170.21 nmol/l (S.E.M.), two-way ANOVA, p < 0.0001] compared with controls [107.02 ± 33.18 nmol/l (S.E.M.), two-way ANOVA, p < 0.0001] and NSAL levels in TS + ADHD patients were elevated significantly in comparison with TS patients (two-way ANOVA, p = 0.017). NSAL demonstrated an AUC of 0.93 ± 0.046 (S.E.M) the highest diagnostic value of all metabolites for the diagnosis of TS. Our results suggest a dopaminergic hyperactivity underlying the pathophysiology of TS and ADHD. In addition, NSAL concentrations in urine may be a potential diagnostic biomarker of TS.
While impulsivity is a basic feature of attention-deficit/hyperactivity disorder (ADHD), no study explored the effect of different components of the Impulsiveness (Imp) and Venturesomeness (Vent) scale (IV7) on psychiatric comorbidities and an ADHD polygenic risk score (PRS). We used the IV7 self-report scale in an adult ADHD sample of 903 patients, 70% suffering from additional comorbid disorders, and in a subsample of 435 genotyped patients. Venturesomeness, unlike immediate Impulsivity, is not specific to ADHD. We consequently analyzed the influence of Imp and Vent also in the context of a PRS on psychiatric comorbidities of ADHD. Vent shows a distinctly different distribution of comorbidities, e.g., less anxiety and depression. PRS showed no effect on different ADHD comorbidities, but correlated with childhood hyperactivity. In a complementary analysis using principal component analysis with Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition ADHD criteria, revised NEO Personality Inventory, Imp, Vent, and PRS, we identified three ADHD subtypes. These are an impulsive–neurotic type, an adventurous–hyperactive type with a stronger genetic component, and an anxious–inattentive type. Our study thus suggests the importance of adventurousness and the differential consideration of impulsivity in ADHD. The genetic risk is distributed differently between these subtypes, which underlines the importance of clinically motivated subtyping. Impulsivity subtyping might give insights into the organization of comorbid disorders in ADHD and different genetic background.
The main goal of the present study was the identification of cellular phenotypes in attention-deficit-/hyperactivity disorder (ADHD) patient-derived cellular models from carriers of rare copy number variants (CNVs) in the PARK2 locus that have been previously associated with ADHD. Human-derived fibroblasts (HDF) were cultured and human-induced pluripotent stem cells (hiPSC) were reprogrammed and differentiated into dopaminergic neuronal cells (mDANs). A series of assays in baseline condition and in different stress paradigms (nutrient deprivation, carbonyl cyanide m-chlorophenyl hydrazine (CCCP)) focusing on mitochondrial function and energy metabolism (ATP production, basal oxygen consumption rates, reactive oxygen species (ROS) abundance) were performed and changes in mitochondrial network morphology evaluated. We found changes in PARK2 CNV deletion and duplication carriers with ADHD in PARK2 gene and protein expression, ATP production and basal oxygen consumption rates compared to healthy and ADHD wildtype control cell lines, partly differing between HDF and mDANs and to some extent enhanced in stress paradigms. The generation of ROS was not influenced by the genotype. Our preliminary work suggests an energy impairment in HDF and mDAN cells of PARK2 CNV deletion and duplication carriers with ADHD. The energy impairment could be associated with the role of PARK2 dysregulation in mitochondrial dynamics.
New innovative neuropsychological tests in attention deficit hyperactivity disorder ADHD have been proposed as objective measures for diagnosis and therapy. The current study aims to investigate two different commercial continuous performance tests (CPT) in a head-to-head comparison regarding their comparability and their link with clinical parameters. The CPTs were evaluated in a clinical sample of 29 adult patients presenting in an ADHD outpatient clinic. Correlational analyses were performed between neuropsychological data, clinical rating scales, and a personality-based measure. Though inattention was found to positively correlate between the two tests (r = 0.49, p = 0.01), no association with clinical measures and inattention was found for both tests. While hyperactivity did not correlate between both tests, current ADHD symptoms were positively associated with Nesplora Aquarium's motor activity (r = 0.52 to 0.61, p < 0.05) and the Qb-Test's hyperactivity (r = 0.52 to 0.71, p < 0.05). Conclusively, the overall comparability of the tests was limited and correlation with clinical parameters was low. While our study shows some interesting correlation between clinical symptoms and sub-scales of these tests, usage in clinical practice is not recommended.
Risk Stratification for Bipolar Disorder Using Polygenic Risk Scores Among Young High-Risk Adults
(2020)
Objective:
Identifying high-risk groups with an increased genetic liability for bipolar disorder (BD) will provide insights into the etiology of BD and contribute to early detection of BD. We used the BD polygenic risk score (PRS) derived from BD genome-wide association studies (GWAS) to explore how such genetic risk manifests in young, high-risk adults. We postulated that BD-PRS would be associated with risk factors for BD.
Methods:
A final sample of 185 young, high-risk German adults (aged 18–35 years) were grouped into three risk groups and compared to a healthy control group (n = 1,100). The risk groups comprised 117 cases with attention deficit hyperactivity disorder (ADHD), 45 with major depressive disorder (MDD), and 23 help-seeking adults with early recognition symptoms [ER: positive family history for BD, (sub)threshold affective symptomatology and/or mood swings, sleeping disorder]. BD-PRS was computed for each participant. Logistic regression models (controlling for sex, age, and the first five ancestry principal components) were used to assess associations of BD-PRS and the high-risk phenotypes.
Results:
We observed an association between BD-PRS and combined risk group status (OR = 1.48, p < 0.001), ADHD diagnosis (OR = 1.32, p = 0.009), MDD diagnosis (OR = 1.96, p < 0.001), and ER group status (OR = 1.7, p = 0.025; not significant after correction for multiple testing) compared to healthy controls.
Conclusions:
In the present study, increased genetic risk for BD was a significant predictor for MDD and ADHD status, but not for ER. These findings support an underlying shared risk for both MDD and BD as well as ADHD and BD. Improving our understanding of the underlying genetic architecture of these phenotypes may aid in early identification and risk stratification.
Genetic and molecular mechanisms that play a causal role in mental illnesses are challenging to elucidate, particularly as there is a lack of relevant in vitro and in vivo models. However, the advent of induced pluripotent stem cell (iPSC) technology has provided researchers with a novel toolbox. We conducted a systematic review using the PRISMA statement. A PubMed and Web of Science online search was performed (studies published between 2006–2020) using the following search strategy: hiPSC OR iPSC OR iPS OR stem cells AND schizophrenia disorder OR personality disorder OR antisocial personality disorder OR psychopathy OR bipolar disorder OR major depressive disorder OR obsessive compulsive disorder OR anxiety disorder OR substance use disorder OR alcohol use disorder OR nicotine use disorder OR opioid use disorder OR eating disorder OR anorexia nervosa OR attention-deficit/hyperactivity disorder OR gaming disorder. Using the above search criteria, a total of 3515 studies were found. After screening, a final total of 56 studies were deemed eligible for inclusion in our study. Using iPSC technology, psychiatric disease can be studied in the context of a patient’s own unique genetic background. This has allowed great strides to be made into uncovering the etiology of psychiatric disease, as well as providing a unique paradigm for drug testing. However, there is a lack of data for certain psychiatric disorders and several limitations to present iPSC-based studies, leading us to discuss how this field may progress in the next years to increase its utility in the battle to understand psychiatric disease.
Natrium-Glukose Transporter (SGLT) gehören zur „solute carrier 5“ (SLC5) Familie, die sich durch einen sekundär aktiven, natriumabhängigen Transport von Zuckern und an-deren Molekülen nach intrazellulär auszeichnen. Die durch das Gen SLC5A4 kodierte Isoform SGLT3 transportiert dagegen keinen Zucker, sondern verhält sich als Glukosesensor, der nach Bindung seiner Liganden eine Membrandepolarisation induziert. In genomweiten Exomsequenzierungsstudien (whole exome sequencing, WES) mehrerer erweiterter Stammbäume mit hoher Prävalenz des Aufmerksamkeitsdefizit-/Hyperaktivitätssyndroms (ADHS) wurde im Vorfeld eine ATG-Tripletdeletion in SLC5A4 identifiziert, die zum Verlust einer Aminosäure (ΔM500) in SGLT3 führt und zumindest partiell mit dem klinischen Phänotyp kosegregiert.
In der vorliegenden Arbeit wurde die zentralnervöse Expression von SGLT3 auf RNA- Ebene mittels Reverse-Transkriptase PCR sowie real-time PCR aus humanen Gesamt-RNAs nachgewiesen. Dabei konnte eine ubiquitäre Expression im Gehirn mit relativ erhöhter Expression unter anderem in Striatum und Hypothalamus, deren Dysfunktion in der Pathogenese des ADHS impliziert wurde, gezeigt werden. Da Mutationen in homologen Domänen der eng strukturverwandten Isoformen SGLT1 und SGLT2 sowohl intestinale als auch renale Funktionen schwer beeinträchtigen, wurden in dieser Arbeit funktionelle Charakteristika sowohl des wildtypischen als auch der ΔM500 und der benachbarten ΔI501 Deletionsvariante von SGLT3 mittels Zwei-Elektroden Spannungs- und Stromklemme in entsprechend cRNA-injizierten Xenopus laevis Oozyten untersucht. Der hochpotente SGLT3-spezifische Iminozuckeragonist 1-Desoxynojirimycin (DNJ) induzierte an SGLT3-exprimierenden Oozyten in sauren Bedingungen etwa dreifach größere Kationeneinströme als D-Glukose, was sowohl im Spannungsklemmen-, und anhand einer entsprechenden Membrandepolarisation im Stromklemmenmodus gezeigt wurde. Die mit der ΔM500 bzw. ΔI501 Variante injizierten Oozyten dagegen zeigten in den maximalen Aktivierungsbedingungen um 92% bzw. 96% (p<0,01) reduzierte Kationeneinströme, sodass diese als hochgradig schädliche „Loss of Function“ Mutationen in SGLT3 charakterisiert wurden. Dieser Befund wurde mittels bioinformatischer in-silico Effektvorhersage validiert.
Um Konsequenzen der Sequenzalteration auf den Membraneinbau der Transporter zu untersuchen, wurden die mit einem gelb fluoreszierenden Farbstoff (YFP) markierten Transporter in Oozytenmembranen mittels Laser-Scanning Mikroskop nachgewiesen und die jeweiligen Mengen der Konstrukte anhand der Fluoreszenzintensitäten quantifiziert. Dabei zeigte sich eine um 53% bzw. 42% (p<0,01) reduzierte Menge der mutierten Konstrukte ΔM500 bzw. ΔI501 in der Membran, was zusätzliche schädliche Effekte der Mutationen auf das sogenannte Membrantargeting der Transporter belegt.
Zusammenfassend demonstrieren die Ergebnisse dieser Arbeit, dass die ΔM500 Variante von SGLT3, welcher in ADHS-relevanten Hirnarealen exprimiert wird, dessen sub-stratinduzierte Natriumleitfähigkeit aufhebt und den Membraneinbau beeinträchtigen könnte, was in Wechselwirkung mit anderen genetischen ADHS Risikovarianten das Risiko für ADHS in Mutationsträgern beeinflussen kann.
Neurodevelopmental disorders, including attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) are disorders of mostly unknown etiopathogenesis, for which both genetic and environmental influences are expected to contribute to the phenotype observed in patients. Changes at all levels of brain function, from network connectivity between brain areas, over neuronal survival, synaptic connectivity and axonal growth, down to molecular changes and epigenetic modifications are suspected to play a key roles in these diseases, resulting in life-long behavioural changes.
Genome-wide association as well as copy-number variation studies have linked cadherin-13 (CDH13) as a novel genetic risk factor to neuropsychiatric and neurodevelopmental disorders. CDH13 is highly expressed during embryonic brain development, as well as in the adult brain, where it is present in regions including the hippocampus, striatum and thalamus (among others) and is upregulated in response to chronic stress exposure. It is however unclear how CDH13 interacts with environmentally relevant cues, including stressful triggers, in the formation of long-lasting behavioural and molecular changes. It is currently unknown how the environment influences CDH13 and which long term changes in behaviour and gene expression are caused by their interaction. This work therefore investigates the interaction between CDH13 deficiency and neonatal maternal separation (MS) in mice with the aim to elucidate the function of CDH13 and its role in the response to early-life stress (ELS).
For this purpose, mixed litters of wild-type (Cdh13+/+), heterozygous (Cdh13+/-) and homozygous knockout (Cdh13-/-) mice were maternally separated from postnatal day 1 (PN1) to postnatal day 14 (PN14) for 3 hours each day (180MS; PN1-PN14). In a first series of experiments, these mice were subjected to a battery of behavioural tests starting at 8 weeks of age in order to assess motor activity, memory functions as well as measures of anxiety. Subsequently, expression of RNA in various brain regions was measured using quantitativ real-time polymerase chain reaction (qRT-PCR). A second cohort of mice was exposed to the same MS procedure, but was not behaviourally tested, to assess molecular changes in hippocampus using RNA sequencing.
Behavioural analysis revealed that MS had an overall anxiolytic-like effect, with mice after MS spending more time in the open arms of the elevated-plus-maze (EPM) and the light compartment in the light-dark box (LDB). As a notable exception, Cdh13-/- mice did not show an increase of time spent in the light compartment after MS compared to Cdh13+/+ and Cdh13+/- MS mice. During the Barnes-maze learning task, mice of most groups showed a similar ability in learning the location of the escape hole, both in terms of primary latency and primary errors. Cdh13-/- control (CTRL) mice however committed more primary errors than Cdh13-/- MS mice. In the contextual fear conditioning (cFC) test, Cdh13-/- mice showed more freezing responses during the extinction recall, indicating a reduced extinction of fear memory. In the step-down test, an impulsivity task, Cdh13-/- mice had a tendency to wait longer before stepping down from the platform, indicative of more hesitant behaviour. In the same animals, qRT-PCR of several brain areas revealed changes in the GABAergic and glutamatergic systems, while also highlighting changes in the gatekeeper enzyme Glykogensynthase-Kinase 3 (Gsk3a), both in relation to Cdh13 deficiency and MS. Results from the RNA sequencing study and subsequent gene-set enrichment analysis revealed changes in adhesion and developmental genes due to Cdh13 deficiency, while also highlighting a strong link between CDH13 and endoplasmatic reticulum function. In addition, some results suggest that MS increased pro-survival pathways, while a gene x environment analysis showed alterations in apoptotic pathways and migration, as well as immune factors and membrane metabolism. An analysis of the overlap between gene and environment, as well as their interaction, highlighted an effect on cell adhesion factors, underscoring their importance for adaptation to the environment.
Overall, the stress model resulted in increased stress resilience in Cdh13+/+ and Cdh13+/- mice, a change absent in Cdh13-/- mice, suggesting a role of CDH13 during programming and adaptation to early-life experiences, that can results in long-lasting consequences on brain functions and associated behaviours. These changes were also visible in the RNA sequencing, where key pathways for cell-cell adhesion, neuronal survival and cell-stress adaptation were altered. In conclusion, these findings further highlight the role of CDH13 during brain development, while also shedding light on its function in the adaptation and response during (early life) environmental challenges.
Das serotonerge System bildet schon seit Jahrzehnten einen Schwerpunkt in der psychiatrischen Grundlagenforschung. Seinen weit verzweigten Leitungsbahnen wird eine global-modulatorische Eigenschaft für die Aufrechterhaltung des Gleichgewichts zwischen unterschiedlichen Hirnregionen und unterschiedlichen Neurotransmitter-systemen zugeschrieben (Hüther und Rüther, 2000). Darüber hinaus ist die serotonerge Neurotransmission ein Hauptmodulator emotionalen Verhaltens, das Angst und Ängstlichkeit ebenso umfasst wie Aggression und Impulsivität (Lesch et al., 2003). In der vorliegenden Arbeit wurden im Sinne eines Kandidatengenansatzes zwei Assoziationsstudien durchgeführt. Im ersten Teil wurde versucht, eine mögliche Assoziation zwischen der Erkrankung an affektiven Störungen und drei vorbeschriebenen SNPs des FEV-Gens aufzudecken. FEV ist das humane Homolog des in mehreren Tierversuchen untersuchten Pet-1-Gens, dem vor allem eine zentrale Bedeutung in der embryonalen Entwicklung des serotonergen Systems zugeschrieben wird. Zusätzlich wurde ein 286 bp langer Abschnitt des Exon 3 sequenziert, um die Häufigkeit der sieben in diesem Abschnitt beschriebenen SNPs bei unipolar depressiven Patienten abzuschätzen und ggf. neue Varianten zu detektieren. Der zweite Teil untersuchte das Auftreten zweier bereits von anderen Autoren beschriebener SNPs des TPH2-Gen bei an der adulten Form des ADHS leidenden Patienten im Vergleich zu einer Kontrollgruppe. Die im zentralen serotonergen System dominierende Tryptophanhydroxylase 2 (TPH2) ist das erste, geschwindigkeitsbegrenzende Enzym der Serotonin-Biosynthese. Die Genotypisierung der einzelnen SNPs erfolgte mit unterschiedlichen Methoden. So kam sowohl die PCR, der Restriktionsenzymverdau, die Minisequenzierung (SNaPshot®) als auch die MALDI-ToF Massenspektrometrie und die Sequenzierung zum Einsatz, die Auftrennung einzelner Schnittprodukte erfolgte durch die Gelelektrophorese.
Die erste Stichprobe umfasste 270 Patienten (davon 179 weiblich) mittleren Alters mit einer Diagnose aus dem affektiven Formenkreis (180 mit bipolar-affektiver Störung gemäß den DSM-IV Kriterien, weitere 90 Patienten mit einer rezidivierenden unipolaren depressiven Störung) sowie 362 (davon 174 weibliche) Kontrollpersonen. Die Stichproben der zweiten Studie umfassten 284 am adulten ADHS (Diagnose nach DSM IV) leidende Patienten (140 davon weiblich) und 120 Kontrollpersonen (61 davon weiblich).
Statistisch wurden die Daten sowohl auf Einzelmarker- als auch auf Haplotypniveau ausgewertet. In beiden Studien konnte keine Assoziation der untersuchten Polymorphismen des FEV- bzw. TPH2-Gens mit der jeweiligen Erkrankung (affektive Störung / adultes ADHS), weder auf Einzelmarker- noch auf Haplotypniveau, nachgewiesen werden. Die Sequenzierung des 286 bp langen Abschnitts von Exon 3 des FEV-Gens zeigt eine ausgeprägte Konservierung der Sequenz dieses Gens, wie sie auch von anderen Autoren beschrieben wurde.
Die hier untersuchten Kandidatengene FEV und TPH2 sind auch weiterhin interessante Ansatzpunkte für die psychiatrische Grundlagenforschung. Die Aufklärung der genauen Wirkungsweise von FEV und seine Rolle in der Entwicklung des menschlichen serotonergen Systems erscheint jedoch vordergründig, um zunächst Funktion, Interaktionen und mögliche pathogenetische Mechanismen aufzudecken und dann gezielter die Einflüsse bestimmter Polymorphismen zu untersuchen.
Fibroblasts were isolated from a skin biopsy of a clinically diagnosed 51-year-old female attention-deficit/hyperactivity disorder (ADHD) patient carrying a duplication of SLC2A3, a gene encoding neuronal glucose transporter-3 (GLUT3). Patient fibroblasts were infected with Sendai virus, a single-stranded RNA virus, to generate transgene-free human induced pluripotent stem cells (iPSCs). SLC2A3-D2-iPSCs showed expression of pluripotency-associated markers, were able to differentiate into cells of the three germ layers in vitro and had a normal female karyotype. This in vitro cellular model can be used to study the role of risk genes in the pathogenesis of ADHD, in a patient-specific manner.
Background:
Despite the high persistence rate of attention-deficit/hyperactivity disorder (ADHD) throughout the lifespan, there is a considerable gap in knowledge regarding effective treatment strategies for adolescents with ADHD. This group in particular often shows substantial psychosocial impairment, low compliance and insufficient response to psychopharmacological interventions. Effective and feasible treatments should further consider the developmental shift in ADHD symptoms, comorbidity and psychosocial adversity as well as family dysfunction. Thus, individualised interventions for adolescent ADHD should comprise a multimodal treatment strategy. The randomised controlled ESCAadol study addresses the needs of this patient group and compares the outcome of short-term cognitive behavioural therapy with parent-based telephone-assisted self-help.
Methods/design:
In step 1, 160 adolescents aged 12 to 17 years with a diagnosis of ADHD will undergo a treatment as usual (TAU) observation phase of 1 month. In step 2, those still severely affected are randomised to the intervention group with an Individualised Modular Treatment Programme (IMTP) or a telephone-assisted self-help programme for parents (TASH) as an active control condition. The IMTP was specifically designed for the needs of adolescent ADHD. It comprises 10 sessions of individual cognitive behavioural therapy with the adolescents and/or the parents, for which participants choose three out of 10 available focus modules (e.g. organisational skills and planning, emotion regulation, problem solving and stress management, dysfunctional family communication). TASH combines a bibliotherapeutic component with 10 counselling sessions for the parents via telephone. Primary outcome is the change in ADHD symptoms in a clinician-rated diagnostic interview. Outcomes are assessed at inclusion into the study, after the TAU phase, after the intervention phase and after a further 12-week follow-up period. The primary statistical analysis will be by intention-to-treat, using linear regression models. Additionally, we will analyse psychometric and biological predictors and moderators of treatment response.
Discussion:
ESCAadol compares two short-term non-pharmacological interventions as cost-efficient and feasible treatment options for adolescent ADHD, addressing the specific needs and obstacles to treatment success in this group. We aim to contribute to personalised medicine for adolescent ADHD intended to be implemented in routine clinical care.
Background:
Diagnostic guidelines recommend using a variety of methods to assess and diagnose ADHD. Applying subjective measures always incorporates risks such as informant biases or large differences between ratings obtained from diverse sources. Furthermore, it has been demonstrated that ratings and tests seem to assess somewhat different constructs. The use of objective measures might thus yield valuable information for diagnosing ADHD. This study aims at evaluating the role of objective measures when trying to distinguish between individuals with ADHD and controls. Our sample consisted of children (n = 60) and adults (n = 76) diagnosed with ADHD and matched controls who completed self- and observer ratings as well as objective tasks. Diagnosis was primarily based on clinical interviews. A popular pattern recognition approach, support vector machines, was used to predict the diagnosis.
Results:
We observed relatively high accuracy of 79% (adults) and 78% (children) applying solely objective measures. Predicting an ADHD diagnosis using both subjective and objective measures exceeded the accuracy of objective measures for both adults (89.5%) and children (86.7%), with the subjective variables proving to be the most relevant.
Conclusions:
We argue that objective measures are more robust against rater bias and errors inherent in subjective measures and may be more replicable. Considering the high accuracy of objective measures only, we found in our study, we think that they should be incorporated in diagnostic procedures for assessing ADHD.