Department of Respiratory, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, China.
Front Immunol. 2024 Jan 8;14:1295353. doi: 10.3389/fimmu.2023.1295353. eCollection 2023.
Identifying the diagnosis as well as prognosis for patients presented with community-acquired pneumonia (CAP) remains challenging. We aimed to identify the role of lysophosphatidylcholine acyl-transferase (LPCAT) for CAP along with assessing this protein's effectiveness as a biomarker for severity of disease and mortality.
Prospective multicenter research study was carried out among hospitalized patients. A total of 299 CAP patients (including 97 severe CAP patients [SCAP]) and 20 healthy controls (HC) were included. A quantitative enzyme-linked immunosorbent test kit was employed for detecting the LPCAT level in plasma. We developed a deep-learning-based binary classification (SCAP or non-severe CAP [NSCAP]) model to process LPCAT levels and other laboratory test results.
The level of LPCAT in patients with SCAP and death outcome was significantly higher than that in other patients. LPCAT showed the highest predictive value for SCAP. LPCAT was able to predict 30-day mortality among CAP patients, combining LPCAT values with PSI scores or CURB-65 further enhance mortality prediction accuracy.
The on admission level of LPCAT found significantly raised among SCAP patients and strongly predicted SCAP patients but with no correlation to etiology. Combining the LPCAT value with CURB-65 or PSI improved the 30-day mortality forecast significantly.
NCT03093220 Registered on March 28th, 2017.
对于社区获得性肺炎(CAP)患者,明确诊断和预后仍然具有挑战性。我们旨在确定溶血磷脂酰胆碱酰基转移酶(LPCAT)在 CAP 中的作用,并评估该蛋白作为疾病严重程度和死亡率的生物标志物的有效性。
进行了一项前瞻性多中心研究,纳入了住院患者。共纳入 299 例 CAP 患者(包括 97 例重症 CAP 患者[SCAP])和 20 例健康对照者(HC)。采用定量酶联免疫吸附试验试剂盒检测血浆中的 LPCAT 水平。我们开发了一种基于深度学习的二分类(SCAP 或非重症 CAP[NSCAP])模型来处理 LPCAT 水平和其他实验室检测结果。
SCAP 患者和死亡结局患者的 LPCAT 水平明显高于其他患者。LPCAT 对 SCAP 的预测价值最高。LPCAT 能够预测 CAP 患者的 30 天死亡率,将 LPCAT 值与 PSI 评分或 CURB-65 相结合可进一步提高死亡率预测准确性。
入院时 SCAP 患者的 LPCAT 水平显著升高,强烈预测 SCAP 患者,但与病因无关。将 LPCAT 值与 CURB-65 或 PSI 结合可显著提高 30 天死亡率预测。
NCT03093220 于 2017 年 3 月 28 日注册。