To search for targets of therapy that changes the course of Parkinson’s disease
Bibliographic record
Abstract
Background. Parkinson’s disease (PD) is a multisystem disease that requires a more comprehensive approach to its study and treatment. The purpose was to give clinical and laboratory characteristics of PD patients, in whom the onset of motor symptoms of the disease is associated with the action of precipitating factors and provide a theoretical justification for the underlying and/or associated electrophysiological phenomena. Materials and me-thods. Two hundred and seven patients with PD were examined. Questionnaire analysis and laboratory research were performed. Results. Among patients with a rapidly progressive type of PD, pain during the survey was registered in 49 (42.2 %) cases, and stress in 73 (62.3 %). In cases of a slowly progressive course, 14 (15.4 %) individuals experienced pain syndromes, and 53 (58.2 %) patients — stress. Statistically significant differences between patients with rapidly and slowly progressive PD courses were noted in the number of cases of herpetic diseases, inflammatory diseases of the oral cavity. The results of laboratory tests also showed statistically significant differences between these groups in the blood serum level of IL1β and cortisol, the level of IL1β in the cerebrospinal fluid, and the albumin coefficient. The patients with a rapidly progressive type of disease presented with a greater number of precipitating factors for PD development. In patients with rapidly progressive PD, the number of precipitating factors and the serum level of antibodies to α-synuclein (r = –0.18), IL10 (r = 0.31), and cortisol (r = 0.18) correlated. Some objective characteristics of non-motor PD symptoms statistically significantly correlated with a level of laboratory biomarkers in blood serum (Montreal Cognitive Assessment value with cortisol level (r = –0.4); Pittsburgh Sleep Quality Index value with antibodies to α-synuclein (r = 0.31); Epworth Sleepiness Scale value with IL10 level (r = –0.21)). Significant acute psychological stresses and pain syndromes may change the pattern of propagation of depolarization waves in the nervous system with the formation of “autowave penumbra”. Possible clinical criteria for the effectiveness of therapy that change the course of PD are presented. Conclusions. Pain syndromes and acute significant psychological stresses not only contribute to the onset of motor symptoms of PD but also lead to the rapid progression of the disease. The effect of precipitating factors may manifest itself not only in clinical, morphological, and laboratory changes but also in changes in the excitability of nerve cells. The electrophysiological penumbra (“autowave penumbra”) can be considered a possible target for the action of a therapy method that modifies the course of PD.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".