自闭症谱系障碍患病率与精子质量参数之间的纵向趋势和相关性(2000-2024 年):综合统计分析。

IF 2.3 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Frontiers in reproductive health Pub Date : 2024-08-22 eCollection Date: 2024-01-01 DOI:10.3389/frph.2024.1438049
Adil Abdul-Rehman Siddiq Al-Salihy
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引用次数: 0

摘要

导言:过去几十年来,自闭症谱系障碍(ASD)发病率上升和精子质量下降的并发趋势日益受到关注。这些趋势是对公共卫生的重大挑战,需要对其根本原因和影响进行深入调查:本研究的主要目的是分析 2000 年至 2024 年 ASD 患病率和精子质量参数的趋势,评估这些趋势的统计学意义和影响大小,探索 ASD 患病率和精子质量参数之间的潜在相关性,并确定影响 ASD 患病率的精子质量参数中的重要预测因素:本研究采用纵向方法,使用了多元回归、时间序列分析、方差分析、主成分分析(PCA)、层次聚类、逻辑回归和交叉相关分析。ASD发病率数据来自美国疾病预防控制中心自闭症与发育障碍监测网络,精子质量数据则来自各种已发表的研究:结果:研究结果显示,自闭症和发育障碍患病率与精子质量参数(如精子浓度和活力)之间存在明显的负相关,这表明精子质量越好,自闭症和发育障碍患病率越低。相反,精子DNA碎片(SDF)、射精量、pH值和精液粘度等参数与ASD患病率呈正相关,表明这些参数值越高,ASD患病率越高:这项研究强调了保持生殖健康对潜在降低 ASD 风险的重要性,并呼吁开展进一步研究,以阐明驱动这些趋势的潜在机制。这些发现支持了生殖健康因素在 ASD 病因学中发挥关键作用的假设,并提出了评估 ASD 风险的潜在生物标记物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Longitudinal trends and correlation between autism spectrum disorder prevalence and sperm quality parameters (2000-2024): a comprehensive statistical analysis.

Introduction: Over the past few decades, there has been growing concern about the concurrent trends of increasing Autism Spectrum Disorder (ASD) prevalence and declining sperm quality. These trends represent significant public health challenges that warrant thorough investigation of their underlying causes and implications.

Objectives: The primary objectives of this study are to analyze trends in ASD prevalence and sperm quality parameters from 2000 to 2024, assess the statistical significance and effect size of these trends, explore potential correlations between ASD prevalence and sperm quality parameters, and identify significant predictors among sperm quality parameters that influence ASD prevalence.

Methods: This study employed a longitudinal approach using multiple regression, time series analysis, ANOVA, Principal Component Analysis (PCA), hierarchical clustering, logistic regression, and cross-correlation analysis. Data on ASD prevalence were sourced from the CDC Autism and Developmental Disabilities Monitoring Network, while sperm quality data were collected from various published studies.

Results: The findings reveal significant negative associations between ASD prevalence and sperm quality parameters such as sperm concentration and motility, suggesting that better sperm quality is linked to lower ASD rates. Conversely, parameters like sperm DNA fragmentation (SDF), volume of ejaculate, pH level, and semen viscosity show positive associations with ASD prevalence, indicating higher values in these parameters correlate with higher ASD rates.

Conclusion: The study highlights the importance of maintaining reproductive health to potentially mitigate ASD risk and calls for further research to elucidate the underlying mechanisms driving these trends. These findings support the hypothesis that reproductive health factors play a crucial role in ASD etiology and suggest potential biological markers for assessing ASD risk.

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