老年人血清胱抑素C参考区间的建立:多因素线性回归引导间接法与直接法的比较研究

Establishing serum cystatin C reference intervals in elderly adults: A comparison of indirect and direct methods guided by multiple linear regression

  • 摘要:
    背景 胱抑素C(cystatin C,Cys C)是评估肾脏功能的敏感指标,但临床现用参考区间(reference interval,RI)源于18 ~ 75岁普通成年人,难以适配老年人群应用需求。直接法与间接法为建立RI的常规方法,二者优势互补,2024年间接法写入WS/T 402-2024《临床实验室定量检验项目参考区间的制定》后,其规范化流程及与“金标准”直接法的一致性仍需进一步验证。
    目的 验证≥60岁老年人需独立于45 ~ 59岁中年人分层建立Cys C参考区间,采用直接法建立≥60岁表观健康老年人血清Cys C的RI,并探讨间接法在该人群的适用性。
    方法 依据WS/T 402-2024行业标准,前瞻性纳入2025年3 — 11月体检人群中符合纳排标准的参考个体,用直接法建立表观健康老年人Cys C的RI。同时回顾性分析同期3 833例中老年人体检数据,经多因素回归筛选相关影响因素、剔除异常个体后,参照行业标准使用间接法建立表观健康老年人Cys C的RI。采用Z检验对比两种方法所得参考区间的一致性。
    结果 直接法纳入中年参考人群343例(男196例、女147例),老年人248例(男128例、女120例),Z检验和嵌套方差分析结果证实,老年人需区别于中年人单独建立Cys C参考区间:中年男性0.75 ~ 1.17 mg/L、老年男性0.80 ~ 1.34 mg/L、中年女性0.62 ~ 1.14 mg/L、老年女性0.71 ~ 1.26 mg/L。回顾性数据经清洗筛选后得到2 161例精选中老年样本,Cys C水平与年龄呈正相关(r=0.580),老年人Cys C水平高于中年人,男性高于女性,年龄分层后,各年龄组内性别差异有统计学意义(P<0.01)。间接法最终纳入老年参考人群1 568例(男1 356、女212),经Z检验分组后建立老年人Cys C参考区间:老年男性0.79 ~ 1.31 mg/L,老年女性0.72 ~ 1.26 mg/L。两种方法所得老年男性(Z=2.14<Z*=7.46)和老年女性(Z=0.92<Z*=3.53)RI差异无统计学意义,结果基本一致。
    结论 中老年人血清Cys C水平随年龄增长升高,老年人需区别于中年人并按性别分组建立Cys C参考区间,经严格数据筛选的间接法与直接法结果一致,适用于老年人群Cys C参考区间的建立。

     

    Abstract:
    Background Cystatin C (Cys C) is a sensitive indicator for evaluating renal function. However, the clinical reference interval (RI) in use are mostly established based on adults aged 18-75 years, which are not applicable to older adults. The direct method and indirect method are two conventional methods for establishing RIs with complementary advantages. In 2024, the indirect (sampling) method was incorporated into WS/T 402-2024, Defining, Establishing, and Verifying Reference Intervals of Quantitative Analytes in the Clinical Laboratory, its standardized operating procedures and consistency with the gold-standard direct method require further verification.
    Objective To confirm that RIs for serum cystatin C in individuals aged ≥60 years should be established independently from those aged 45 - 59 years, establish RIs using the direct method in apparently healthy elderly adults, and evaluate the applicability of indirect methods in this population.
    Methods In the accordance with WS/T 402-2024 industry standard, reference subjects meeting strict inclusion and exclusion criteria were prospectively enrolled from physical examination populations from March to November 2025, and the direct method was adopted to establish Cys C RIs for apparently healthy older individuals. Meanwhile, a total of 3 833 physical examination data of middle-aged and older participants were retrospectively analyzed. After screening influencing factors by multivariate linear regression analysis and removing abnormal samples, the indirect method was used to develop Cys C RIs for apparently healthy older adults in line with relevant industry standards. Z-test was performed to compare the consistency of RIs obtained by the two methods.
    Results A total of 343 middle-aged reference individuals (196 males, 147 females) and 248 older reference individuals (128 males, 120 females) were enrolled in the direct method group. The results from Z-tests and nested ANOVA confirmed that the older population required separate Cys C RIs from the middle-aged people: middle-aged males, 0.75 - 1.17 mg/L; older males, 0.80 - 1.34 mg/L; middle-aged females, 0.62 - 1.14 mg/L; older females, 0.71 - 1.26 mg/L. After data cleaning and exclusion of confounding factors, 2 161 eligible middle-aged and older participants were included. In this study population, serum Cys C levels were positively correlated with age (r=0.580). Cys C levels were significantly higher in older adults than in middle-aged individuals and significantly higher in males than in females (all P < 0.01). Significant gender differences were found in both middle-aged and older groups (P < 0.01). Ultimately, 1 568 older subjects (1 356 males, 212 females) were included for indirect method analysis, with established RIs of 0.79-1.31 mg/L for older males and 0.72-1.26 mg/L for older females after Z-test grouping. The Cys C RIs derived from the two methods exhibited excellent consistency for both older males (Z=2.14 < Z*=7.46) and older females (Z=0.92 < Z*=3.53).
    Conclusion Serum levels of Cys C rise with advancing age in middle-aged and older adults. It is essential to formulate age-specific and gender-stratified Cys C reference intervals for apparently healthy older adults. The indirect method with rigorous data screening shows good consistency with the direct method, and is applicable for establishing serum Cys C reference intervals in the older population.

     

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