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基于 HE4 的列线图预测特发性肺纤维化患者的总生存:构建和验证。

HE4-based nomogram for predicting overall survival in patients with idiopathic pulmonary fibrosis: construction and validation.

机构信息

Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No. 321 Zhongshan Road, Nanjing, 210008, Jiangsu, China.

Department of Respiratory, The Fourth Affiliated Hospital of Nanjing Medical University, 298 Nanpu Road, Nanjing, 211899, China.

出版信息

Eur J Med Res. 2024 Apr 16;29(1):238. doi: 10.1186/s40001-024-01829-0.

Abstract

Idiopathic pulmonary fibrosis (IPF) is a life-threatening interstitial lung disease. Identifying biomarkers for early diagnosis is of great clinical importance. The epididymis protein 4 (HE4) is important in the process of inflammation and fibrosis in the epididymis. Its prognostic value in IPF, however, has not been studied. The mRNA and protein levels of HE4 were used to determine the prognostic value in different patient cohorts. In this study, prognostic nomograms were generated based on the results of the cox regression analysis. We identified the HE4 protein level increased in IPF patients, but not the HE4 gene expression. The increased expression of HE4 correlated positively with a poor prognosis for patients with IPF. The HR and 95% CI were 2.62 (1.61-4.24) (p < 0.001) in the training set. We constructed a model based on the risk-score = 0.16222182 * HE4 + 0/0.37580659/1.05003609 (for GAP index 0-3/4-5/6-8) + (- 1.1183375). In both training and validation sets, high-risk patients had poor prognoses (HR: 3.49, 95%CI 2.10-5.80, p = 0.001) and higher likelihood of dying (HR: 6.00, 95%CI 2.04-17.67, p = 0.001). Analyses of calibration curves and decision curves suggest that the method is effective in predicting outcomes. Furthermore, a similar formulation was used in a protein-based model based on HE4 that also showed prognostic value when applied to IPF patients. Accordingly, HE4 is an independent poor prognosis factor, and it has the potential to predict IPF patient survival.

摘要

特发性肺纤维化(IPF)是一种危及生命的间质性肺疾病。鉴定用于早期诊断的生物标志物具有重要的临床意义。附睾蛋白 4(HE4)在附睾的炎症和纤维化过程中很重要。然而,其在 IPF 中的预后价值尚未得到研究。本研究使用 HE4 的 mRNA 和蛋白水平来确定不同患者队列中的预后价值。在本研究中,根据 Cox 回归分析的结果生成了预后列线图。我们发现 IPF 患者的 HE4 蛋白水平升高,但 HE4 基因表达没有升高。HE4 表达增加与 IPF 患者的预后不良呈正相关。HR 和 95%CI 在训练集中分别为 2.62(1.61-4.24)(p<0.001)。我们构建了一个基于风险评分的模型,模型中风险评分=0.16222182*HE4+0/0.37580659/1.05003609(GAP 指数 0-3/4-5/6-8)+(-1.1183375)。在训练集和验证集中,高危患者预后不良(HR:3.49,95%CI 2.10-5.80,p=0.001)且死亡风险更高(HR:6.00,95%CI 2.04-17.67,p=0.001)。校准曲线和决策曲线分析表明,该方法在预测结果方面是有效的。此外,还使用基于 HE4 的蛋白质模型进行了类似的分析,该模型在应用于 IPF 患者时也显示出预后价值。因此,HE4 是一个独立的预后不良因素,具有预测 IPF 患者生存的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/321e/11020350/26408c565943/40001_2024_1829_Fig1_HTML.jpg

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