Generación de un modelo de Células de Purkinje de cerebelo para el estudio de dos enfermedades raras: PLAN y ARSACS
Bibliographic record
Abstract
Human patient-derived induced pluripotent stem cells (hiPSCs) provide an unprecedented opportunity to recapitulate disease pathogenicity without the need for genetic manipulation and creation of gene targeted animal models. New technologies with hiPSCs are being developed to make human neurons and have the potential to improve our understanding underlying mechanisms of neurological diseases and development. Cerebellar atrophy is a condition associated with neurodegenerative diseases such as Charlevoix-Saguenay's Recessive Spastic Ataxia (ARSACS) and PLA2G6-Associated Neurodegeneration (PLAN). ARSACS is an early onset neurodegenerative disorder caused by mutations in the SACS gene, characterized with atrophy in superior cerebellum. PLAN, a NBIA (Neurodegeneration with Brain Iron Accumulation) form due to mutations in PLA2G6, is a neuroaxonal dystrophy, which presents cerebellar ataxia. Our aim was to generate a cerebellar Purkinje cell (CPC) model that will be used as models to investigate the cerebellar neurodegeneration to achieve a rationale therapy. We have developed a differentiation protocol using fibroblasts reprogrammed using Sendai virus to hiPSCs, from ARSACS and PLAN patients. We have successfully generated a functional CPC model from hiPSCs according to the protocol described by Shahin’s group [Mol Psychiatry 2018; 23: 2167-83] for each patient’s line. We have characterized this new models, CPC PLAN and CPC ARSACS by investigating the expression of genes and proteins involved in iron metabolism, lipid peroxidation, ferroptosis, and autophagy in PLAN patients and cytoskeleton, proteasome, and autophagy markers in ARSACS patients. In PLAN patients the findings showed an impaired ferritinophagy due to the ferritin and NCOA alterations among other altered markers, as well as an increased of lipid peroxidation levels, and altered gene antioxidant and ferroptosis gene expression altered, so that ferroptosis, iron metabolism and autophagy may be impaired and could contribute to neuronal death. In ARSACS patients the findings showed an autophagy pathway dysfunction and regulatory assembly and disassembly gene expression altered. Moreover, in mature ARSACS and healthy carriers CPCs we observed neurofilaments accumulations genotype-dependent, as patient and animal’s models showed previously as a principal characteristic of ARSACS disease. We also analyzed mitochondrial respiration and bioenergetics using a Seahorse XFe96 analyzer to confirm that the mitochondrial function was altered in both diseases. Finally, we examined the electrophysiological properties by whole cell patch clamp recordings on patients and control mature CPCs and neuronal morphology. The observed mitochondrial dysfunction and the abnormal electrophysiological properties of CPC’s patients carrying PLA2G6 and SACS mutations in heterozygosis and homozygosis indicate that normal expression of PLA2G6 and SACS is important for the development and functionality of the human CPCs. These results show that the CPC PLAN and CPC ARSACS model faithfully reproduces the underlying pathophysiology and, therefore, is suitable for drug screening and the achievement of rational therapy for this disease in the near future
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".