Laboratory of Marine Biotoxins, Institut Louis Malardé (ILM), UMR 241-EIO (IFREMER, ILM, IRD, Univ. Polynésie Française), Papeete, Tahiti 98713, French Polynesia.
Centre Hospitalier de Polynésie française, Papeete, Tahiti 98713, French Polynesia.
Toxins (Basel). 2021 Sep 12;13(9):646. doi: 10.3390/toxins13090646.
Ciguatera poisoning is a globally occurring seafood disease caused by the ingestion of marine products contaminated with dinoflagellate produced neurotoxins. Persistent forms of ciguatera, which prove to be highly debilitating, are poorly studied and represent a significant medical issue. The present study aims to better understand chronic ciguatera manifestations and identify potential predictive factors for their duration. Medical files of 49 patients were analyzed, and the post-hospitalization evolution of the disease assessed through a follow-up questionnaire. A rigorous logistic lasso regression model was applied to select significant predictors from a list of 37 patient characteristics potentially predictive of having chronic symptoms. Missing data were handled by complete case analysis, and a survival analysis was implemented. All models used standardized variables, and multiple comparisons in the survival analyses were handled by Bonferroni correction. Among all studied variables, five significant predictors of having symptoms lasting ≥3 months were identified: age, tobacco consumption, acute bradycardia, laboratory measures of urea, and neutrophils. This exploratory, hypothesis-generating study contributes to the development of ciguatera epidemiology by narrowing the list from 37 possible predictors to a list of five predictors that seem worth further investigation as candidate risk factors in more targeted studies of ciguatera symptom duration.
雪卡毒素中毒是一种在全球范围内发生的海鲜疾病,由摄入受藻类产生的神经毒素污染的海产品引起。持续性雪卡毒素中毒表现形式较为严重,但研究甚少,是一个重大的医学问题。本研究旨在更好地了解慢性雪卡毒素中毒的表现,并确定其持续时间的潜在预测因素。分析了 49 名患者的医疗档案,并通过随访问卷评估了疾病住院后的演变情况。应用严格的逻辑回归套索模型,从可能预测慢性症状的 37 个患者特征列表中选择有意义的预测因子。采用完全案例分析处理缺失数据,并实施生存分析。所有模型均使用标准化变量,并通过 Bonferroni 校正处理生存分析中的多重比较。在所有研究的变量中,确定了五个具有≥3 个月症状的显著预测因子:年龄、吸烟、急性心动过缓、尿素和中性粒细胞的实验室指标。这项探索性、产生假说的研究通过从 37 个可能的预测因子缩小到五个预测因子的列表,为雪卡毒素中毒症状持续时间的更具针对性的研究中候选风险因素的进一步研究做出了贡献。