Systemic Immune Inflammation Index as a Key Predictor of Dialysis in Pediatric Chronic Kidney Disease with the Use of Random Forest Classifier.

BACKGROUND: Low-grade inflammation is a significant component of chronic kidney disease (CKD). Systemic immune inflammation index (SII), a newly defined ratio combining neutrophil, lymphocyte, and platelet counts, has not yet been evaluated in the pediatric CKD population nor in the context of CKD progression or dialysis. Thus, this study aimed to analyze the complete blood cell count (CBC)-driven parameters, including SII, in children with CKD and to assess their potential usefulness in the prediction of the need for chronic dialysis. METHODS: A single-center, retrospective study was conducted on 27 predialysis children with CKD stages 4-5 and 39 children on chronic dialysis. The data were analyzed with the artificial intelligence tools. RESULTS: The Random Forest Classifier (RFC) model with the input variables of neutrophil count, mean platelet volume (MPV), and SII turned out to be the best predictor of the progression of pediatric CKD into end-stage kidney disease (ESKD) requiring dialysis. Out of these variables, SII showed the largest share in the prediction of the need for renal replacement therapy. CONCLUSIONS: Chronic inflammation plays a pivotal role in the progression of CKD into ESKD. Among CBC-driven ratios, SII seems to be the most useful predictor of the need for chronic dialysis in CKD children.

Meningitis after elective intracranial surgery: a systematic review and meta-analysis of prevalence.

Meningitis is a potential complication of elective intracranial surgery (EIS). The prevalence of meningitis after EIS varies greatly in the literature. The objective of this study was to estimate the overall pooled prevalence of meningitis following EIS. Four databases (PubMed, Scopus, Web of Science, and Embase) were searched to identify relevant studies. Meta-analyses of proportions were used to combine data. Cochran's Q and I2 statistics were used to assess and quantify heterogeneity. Additionally, several subgroup analyses were conducted to investigate the source of heterogeneity and examine differences in the prevalence based on variables such as geographical regions, income level, and meningitis type. The meta-analysis included 83 studies (30 959 patients) from 26 countries. The overall pooled prevalence of meningitis after EIS was 1.6% (95% CI 1.1-2.1), with high heterogeneity present (I2 = 88%). The pooled prevalence in low- to middle-income countries and high-income countries was 2.7% (95% CI 1.6-4.1) and 1.2% (95% CI 0.8-1.7), respectively. Studies that reported only aseptic meningitis had a pooled prevalence of 3.2% (95% CI 1.3-5.8). The pooled prevalence was 2.8% (95% CI 1.5-4.5) in studies that reported only bacterial meningitis. Similar prevalence rates of meningitis were observed in the subgroups of tumor resection, microvascular decompression, and aneurysm clipping. Meningitis is a rare but not exceptional complication following EIS, with an estimated prevalence of 1.6%.

Lymphocyte to monocyte ratio and blood pressure variability in childhood hypertension-a pilot study.

BACKGROUND AND AIMS: The investigation of inflammatory background of hypertension (HTN) concentrates mainly on patients with primary HTN. The aim of the study was to analyze the role of new parameters of inflammation-lymphocyte to monocyte ratio (LMR), neutrophil to lymphocyte ratio (NLR), and platelet to lymphocyte ratio (PLR), in the population of children with primary (pHTN) and secondary renal hypertension (rHTN). MATERIAL AND METHODS: The study group consisted of 70 children with pHTN, 46 patients with rHTN, and 30 age-matched normotensive controls. The retrospective analysis focused on the evaluation of LMR, NLR, and PLR values in relation to blood pressure (BP) parameters from in-office and ambulatory BP monitoring measurements. Twenty-four hours, daytime, and nighttime periods were evaluated. Blood pressure variability (BPV) was defined by standard deviation and coefficient of variation of analyzed values. RESULTS: LMR and NLR values in HTN patients differed significantly vs. controls. Dippers with pHTN demonstrated significant correlations between LMR, NLR, PLR, and markers of BPV, in 24 h and daytime diastolic BP and mean arterial pressure. In dippers with rHTN such correlations concerned only LMR. CONCLUSIONS: LMR may become a promising marker of BPV, useful in children with primary and secondary hypertension. IMPACT: Lymphocyte to monocyte ratio is a novel marker of blood pressure variability, connected to target-organ damage, in children with primary and secondary renal hypertension. Our study analyzes for the first time the connections between blood cell count-driven inflammatory markers (lymphocyte to monocyte, neutrophil to lymphocyte, and platelet to lymphocyte ratios) and parameters of blood pressure variability, and compares those ratios in children with primary and secondary hypertension. The increasing incidence of hypertension among children urges the search for simple methods of assessment of its complications. LMR may be of added value in the analysis of the inflammatory background of hypertension.