16 research outputs found
3D printable device for automated operant conditioning in the mouse
Operant conditioning is a classical paradigm and a standard technique used in experimental psychology in which animals learn to perform an action in order to achieve a reward. By using this paradigm, it is possible to extract learning curves and measure accurately reaction times. Both these measurements are proxy of cognitive capabilities and can be used to evaluate the effectiveness of therapeutic interventions in mouse models of disease. Here we describe a fully 3D printable device that is able to perform operant conditioning on freely moving mice, while performing real-time tracking of the animal position. We successfully trained 6 mice, showing stereotyped learning curves that are highly reproducible across mice and reaching more than 70% of accuracy after two days of conditioning. Different products for operant conditioning are commercially available, though most of them do not provide customizable features and are relatively expensive. This data demonstrate that this system is a valuable alternative to available state-of-the-art commercial devices, representing a good balance between performance, cost, and versatility in its use.Significance Statement 3D printing is a revolutionary technology that combines cost-effectiveness with an optimal trade off between standardization and customization. Here we show a device that performs operant conditioning in mice using largely 3D printed parts. This tool can be employed to test learning and memory in models of disease. We expect that the open design of the chamber will be useful for scientific teaching and research as well as for further improvements from the open hardware community
The “revolving door phenomenon” in an acute psychiatric ward: a 5-year retrospective analysis.
Introduction
The term 'revolving door (RD) phenomenon” was coined to define recurrent hospitalizations of chronically ill
patients after closure of psychiatric hospitals and implementation of community treatments.
Objectives
Continued readmissions require a large portion of Mental Health Departments’ resources.
Aims
To analyze the RD phenomenon in an acute psychiatric ward during a 5-year period.
Methods
We retrospectively selected all patients with 3 or more hospitalizations per year from 01/01/ 2009 to
31/12/2013 in SPDC-Modena Centro. From their medical records we collected selected variables, potential
predictors of RD phenomenon. Data were statistically analyzed.
Results
In the 5-year period, a sample of 105 patients (47 females, 58 males) with an average age of 40.25 years (±
13.47 SD), 5.68 % of all inpatients (n = 1850), realized 778 hospitalizations, 23.94 % of all admissions
(n=3250). The most frequent reason for admission was 'worsening of psychiatric symptomatology"
(55.27%). The most frequent diagnoses at discharge were 'Schizophrenia” (41.26%) and 'Personality
Disorders” (25.32%). Most of RD patients (87%) were Italian, only 15 % were employed and 50 % lived with
family. The mean duration of RD hospitalizations (12.23 days ± 18.37 SD) was statistically significantly
different from all others in the 5-year period (10.39 days ± 11.09 SD, p=0.0008, t test) as was the frequency
of compulsory admissions (RD hospitalizations 18% vs. 26% all others, chi2, p<0.001).
Conclusions
Our RD patients represented a small percent of all inpatients but required many and long hospitalizations,
probably due to severe and disabling illness
{MEYE}: Web-app for translational and real-time pupillometry
Pupil dynamics alterations have been found in patients affected by a variety of neuropsychiatric conditions, in-
cluding autism. Studies in mouse models have used pupillometry for phenotypic assessment and as a proxy
for arousal. Both in mice and humans, pupillometry is noninvasive and allows for longitudinal experiments sup-
porting temporal specificity; however, its measure requires dedicated setups. Here, we introduce a convolu-
tional neural network that performs online pupillometry in both mice and humans in a web app format. This
solution dramatically simplifies the usage of the tool for the nonspecialist and nontechnical operators.
Because a modern web browser is the only software requirement, this choice is of great interest given its easy
deployment and setup time reduction. The tested model performances indicate that the tool is sensitive
enough to detect both locomotor-induced and stimulus-evoked pupillary changes, and its output is compara-
ble to state-of-the-art commercial devicesPupil dynamics alterations have been found in patients affected by a variety of neuropsychiatric conditions, including autism. Studies in mouse models have used pupillometry for phenotypic assessment and as a proxy for arousal. Both in mice and humans, pupillometry is noninvasive and allows for longitudinal experiments supporting temporal specificity; however, its measure requires dedicated setups. Here, we introduce a convolutional neural network that performs online pupillometry in both mice and humans in a web app format. This solution dramatically simplifies the usage of the tool for the nonspecialist and nontechnical operators. Because a modern web browser is the only software requirement, this choice is of great interest given its easy deployment and setup time reduction. The tested model performances indicate that the tool is sensitive enough to detect both locomotor-induced and stimulus-evoked pupillary changes, and its output is comparable to state-of-the-art commercial devices
Novel translational phenotypes and biomarkers for creatine transporter deficiency
Abstract
Creatine transporter deficiency is a metabolic disorder characterized by intellectual disability, autistic-like behaviour and epilepsy. There is currently no cure for creatine transporter deficiency, and reliable biomarkers of translational value for monitoring disease progression and response to therapeutics are sorely lacking. Here, we found that mice lacking functional creatine transporter display a significant alteration of neural oscillations in the EEG and a severe epileptic phenotype that are recapitulated in patients with creatine transporter deficiency. In-depth examination of knockout mice for creatine transporter also revealed that a decrease in EEG theta power is predictive of the manifestation of spontaneous seizures, a frequency that is similarly affected in patients compared to healthy controls. In addition, knockout mice have a highly specific increase in haemodynamic responses in the cerebral cortex following sensory stimuli. Principal component and Random Forest analyses highlighted that these functional variables exhibit a high performance in discriminating between pathological and healthy phenotype. Overall, our findings identify novel, translational and non-invasive biomarkers for the analysis of brain function in creatine transporter deficiency, providing a very reliable protocol to longitudinally monitor the efficacy of potential therapeutic strategies in preclinical, and possibly clinical, studies
Expression of a Secretable, Cell-Penetrating CDKL5 Protein Enhances the Efficacy of Gene Therapy for CDKL5 Deficiency Disorder
Although delivery of a wild-type copy of the mutated gene to cells represents the most effective approach for a monogenic disease, proof-of-concept studies highlight significant efficacy caveats for treatment of brain disorders. Herein, we develop a cross-correction-based strategy to enhance the efficiency of a gene therapy for CDKL5 deficiency disorder, a severe neurodevelopmental disorder caused by CDKL5 gene mutations. We created a gene therapy vector that produces an Igk-TATk-CDKL5 fusion protein that can be secreted via constitutive secretory pathways and, due to the cell-penetration property of the TATk peptide, internalized by cells. We found that, although AAVPHP.B_Igk-TATk-CDKL5 and AAVPHP.B_CDKL5 vectors had similar brain infection efficiency, the AAVPHP.B_Igk-TATk-CDKL5 vector led to higher CDKL5 protein replacement due to secretion and penetration of the TATk-CDKL5 protein into the neighboring cells. Importantly, Cdkl5 KO mice treated with the AAVPHP.B_Igk-TATk-CDKL5 vector showed a behavioral and neuroanatomical improvement in comparison with vehicle or AAVPHP.B_CDKL5 vector-treated Cdkl5 KO mice. In conclusion, we provide the first evidence that a gene therapy based on a cross-correction approach is more effective at compensating Cdkl5-null brain defects than gene therapy based on the expression of the native CDKL5, opening avenues for the development of this innovative approach for other monogenic diseases
Cyclocreatine treatment ameliorates the cognitive, autistic and epileptic phenotype in a mouse model of Creatine Transporter Deficiency
Creatine Transporter Deficiency (CTD) is an inborn error of metabolism presenting with intellectual disability, behavioral disturbances and epilepsy. There is currently no cure for this disorder. Here, we employed novel biomarkers for monitoring brain function, together with well-established behavioral readouts for CTD mice, to longitudinally study the therapeutic efficacy of cyclocreatine (cCr) at the preclinical level. Our results show that cCr treatment is able to partially correct hemodynamic responses and EEG abnormalities, improve cognitive deficits, revert autistic-like behaviors and protect against seizures. This study provides encouraging data to support the potential therapeutic benefit of cyclocreatine or other chemically modified lipophilic analogs of Cr
mGluR5 PAMs rescue cortical and behavioural defects in a mouse model of CDKL5 deficiency disorder
mGluR5 PAMs rescue cortical and behavioural defects in a mouse model of CDKL5 deficiency disorder
Cyclin-dependent kinase-like 5 (CDKL5) deficiency disorder (CDD) is a devastating rare neurodevelopmental disease without a cure, caused by mutations of the serine/threonine kinase CDKL5 highly expressed in the forebrain. CDD is characterized by early-onset seizures, severe intellectual disabilities, autistic-like traits, sensorimotor and cortical visual impairments (CVI). The lack of an effective therapeutic strategy for CDD urgently demands the identification of novel druggable targets potentially relevant for CDD pathophysiology. To this aim, we studied Class I metabotropic glutamate receptors 5 (mGluR5) because of their important role in the neuropathological signs produced by the lack of CDKL5 in-vivo, such as defective synaptogenesis, dendritic spines formation/maturation, synaptic transmission and plasticity. Importantly, mGluR5 function strictly depends on the correct expression of the postsynaptic protein Homer1bc that we previously found atypical in the cerebral cortex of Cdkl5-/y mice. In this study, we reveal that CDKL5 loss tampers with (i) the binding strength of Homer1bc-mGluR5 complexes, (ii) the synaptic localization of mGluR5 and (iii) the mGluR5-mediated enhancement of NMDA-induced neuronal responses. Importantly, we showed that the stimulation of mGluR5 activity by administering in mice specific positive-allosteric-modulators (PAMs), i.e., 3-Cyano-N-(1,3-diphenyl-1H-pyrazol-5-yl)benzamide (CDPPB) or RO6807794, corrected the synaptic, functional and behavioral defects shown by Cdkl5-/y mice. Notably, in the visual cortex of 2 CDD patients we found changes in synaptic organization that recapitulate those of mutant CDKL5 mice, including the reduced expression of mGluR5, suggesting that these receptors represent a promising therapeutic target for CDD
Cell-specific vulnerability to metabolic failure: the crucial role of parvalbumin expressing neurons in creatine transporter deficiency
Mutations in the solute carrier family 6-member 8 (Slc6a8) gene, encoding the protein responsible for cellular creatine (Cr) uptake, cause Creatine Transporter Deficiency (CTD), an X-linked neurometabolic disorder presenting with intellectual disability, autistic-like features, and epilepsy. The pathological determinants of CTD are still poorly understood, hindering the development of therapies. In this study, we generated an extensive transcriptomic profile of CTD showing that Cr deficiency causes perturbations of gene expression in excitatory neurons, inhibitory cells, and oligodendrocytes which result in remodeling of circuit excitability and synaptic wiring. We also identified specific alterations of parvalbumin-expressing (PV+) interneurons, exhibiting a reduction in cellular and synaptic density, and a hypofunctional electrophysiological phenotype. Mice lacking Slc6a8 only in PV+ interneurons recapitulated numerous CTD features, including cognitive deterioration, impaired cortical processing and hyperexcitability of brain circuits, demonstrating that Cr deficit in PV+ interneurons is sufficient to determine the neurological phenotype of CTD. Moreover, a pharmacological treatment targeted to restore the efficiency of PV+ synapses significantly improved cortical activity in Slc6a8 knock-out animals. Altogether, these data demonstrate that Slc6a8 is critical for the normal function of PV+ interneurons and that impairment of these cells is central in the disease pathogenesis, suggesting a novel therapeutic venue for CTD.This work has been supported by grant GR-2017–02364378 funded by the Italian Ministry of Health and by Telethon grant GGP19177 to LB; Italian Ministry of Health, RC 2021; grant from Fondazione Cassa di Risparmio di Firenze “Human Brain Optical Mapping” to TP; grants from the Spanish Ministry of Science and Innovation (MICINN) co-financed by ERDF (grant no. RTI2018-102260-B-I00; Generalitat Valenciana, project no. PROMETEO/2020/007; and CSIC Interdisciplinary Thematic Platform (PTI +) NEURO-AGINGl + (PTI-NEURO-AGING +). C.M.N-I. was the recipient of a FPI fellowship from the MICINN. The Instituto de Neurociencias (UMH-CSIC) is a “Centre of Excellence Severo Ochoa” (grant no. SEV-2017–0723).Peer reviewe