Institute of Pharmacology & Toxicology, University Hospital Bonn, Bonn, 53127, Germany.
School of Mathematics & Computational Sciences, Universidad Yachay Tech, Urcuquí, 100115, Ecuador.
Biomark Med. 2024;18(19):795-800. doi: 10.1080/17520363.2024.2395800. Epub 2024 Sep 10.
A laboratory finding in critically ill COVID-19 patients is blood academia (pH <7.35). We investigated its cause in connection with the admission baseline blood pH homeostasis. We retrospectively monitored the baseline blood pH homeostasis of 1215 COVID-19 patients who were admitted with pneumonia using data-driven knowledge. Two categories of patients were identified: non-survivors (107) and survivors (1108). Non-survivors showed greater levels of lactate and lower blood pH, saturation, and partial pressure of oxygen than survivors. A bivariate Spearman's correlation matrix showed that the [HCO]/pCO and pCO of non-survivors exhibited an unmatched connection, but not in the survivor group. When comparing non-survivors to survivors, the dendrograms derived from the bivariate comparison matrix showed differences in gasometry parameters like blood pH, [HCO]/pCO ratio, anion gap and pO. The little variations in the gasometry readings between survivors and non-survivors upon admission suggested abnormal changes in the complementary renal and respiratory systems that bring blood pH back to normal. In advanced COVID-19, modest blood acid-base imbalances could become blood acidemia if these compensatory strategies were overused. Data-driven monitoring of acid-base parameters may help predict abnormal blood pH and the advancement of metabolic acidemia before it is too late.
危重症 COVID-19 患者的实验室发现是血碳酸血症(pH<7.35)。我们研究了其与入院时基础血液 pH 平衡的关系。我们使用数据驱动的知识对 1215 名因肺炎入院的 COVID-19 患者的基础血液 pH 平衡进行了回顾性监测。确定了两类患者:非幸存者(107 例)和幸存者(1108 例)。与幸存者相比,非幸存者的乳酸水平更高,血液 pH、饱和度和氧分压更低。双变量 Spearman 相关矩阵显示,非幸存者的 [HCO] / pCO 和 pCO 显示出不匹配的关系,但在幸存者组中没有。与幸存者相比,双变量比较矩阵得出的树状图显示了血液 pH、[HCO] / pCO 比值、阴离子间隙和 pO 等气体参数的差异。幸存者和非幸存者入院时的气体测量读数差异较小,表明补充的肾脏和呼吸系统发生了异常变化,使血液 pH 恢复正常。在晚期 COVID-19 中,如果这些代偿策略被过度使用,温和的酸碱平衡失调可能会导致酸中毒。对酸碱参数进行数据驱动监测可能有助于预测异常血液 pH 和代谢性酸中毒的进展,以免为时过晚。