Features of cognitive impairment in patients with chronic kidney disease stages 3A-5D: biological value of endothelial nitric oxide synthase.
Bibliographic record
Abstract
THE AIM: a comprehensive assessment of the frequency, severity, and composition of cognitive impairments (CI) in patients with CKD stages 3A-5D, as well as to study the relationship between the levels of endothelial nitric oxide synthase (eNOS) and these impairments. PATIENTS AND METHODS: The study included 80 patients with CKD aged 26 to 79 years (mean age 58.9 ± 1.4 years), among them 43 women (mean age 60.1 ± 1.9 years) and 37 men (mean age 57.4 ± 2.3 years). All patients were divided into 2 groups: group 1 (pre-dialysis) included 40 patients (28 women and 12 men) with CKD 3A-5 (mean age 59.9 ± 2.1 years), group 2 (on dialysis) included 40 patients (18 women and 22 men) with CKD 5D (mean age 58.1 ± 2.1 years). Sarcopenia was verified according to the criteria of the European Working Group on Sarcopenia in Older People (EWGSOP). The presence and severity of CI were determined using the short mental status assessment scale (MMSE) and the Montreal cognitive assessment test (MoCA). To identify endothelial dysfunction, all patients underwent a test with endothelium-dependent vasodilation of the brachial artery, as well as determination of the level of eNOS (ELISA Kit, USA) in serum. RESULTS: The prevalence of sarcopenia in the 1st group was 12.5 %, and in the 2nd group, 42.5 %. The average age of patients with sarcopenia was 66.1 ± 2.1 years. The prevalence of CI according to the MoCA scale in the general cohort was 70 %, while in the 1st group – 67.5 %, in the second – 72.5 %, in the subgroup with sarcopenia – 76.2 %. CIs, determined by the MMSE scale, were on average in 67.5 % of the surveyed, and the quantitative prevalence in the groups was identical, however, the qualitative composition of CIs in the comparative analysis differed in the severity of manifestations. In a comparative assessment of the prevalence of CI (according to the MMSE scale) in patients with sarcopenia, it was found that this indicator was significantly higher than in the subgroup without sarcopenia and amounted to 90.5 % and 59.3 %, respectively. In patients with sarcopenia, the level of eNOS was lower than the mean values compared with the general sample, patients of the 1st group and the subgroup without sarcopenia (0.75 ± 0.1 ng / ml, 0.88 ± 0.1 ng / ml, 1 ± 0.1 ng / ml and 0.92 ± 0.2 ng / ml, respectively (p = 0.02)). According to the results of the test with endothelium-dependent vasodilation, the prevalence of endothelial dysfunction in the total cohort of patients was 48.8 % (in the 1st group – 27.5 %, and in the 2nd group – 70 % (p = 0.001)), in the subgroup of patients with sarcopenia – 57.1 %. CONCLUSION: A high prevalence of CI was found in patients with CKD. The progression of CKD is associated with the formation of endothelial dysfunction and the development of CI. The latter significantly impairs the quality and life expectancy of patients. The main mechanism of their development is increasing endothelial dysfunction, and eNOS plays a key role in this process. Sarcopenia is associated with an increased risk of CI, regardless of the studied population and the criteria for the diagnosis of sarcopenia, and plays an important prognostic value.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".