Cystic Fibrosis Screening Efficacy and Seasonal Variation in California: 15-Year Comparison of IRT Cutoffs Versus Daily Percentile for First-Tier Testing.

IF 4 Q1 GENETICS & HEREDITY
Stanley Sciortino, Steve Graham, Tracey Bishop, Jamie Matteson, Sarah Carter, Cindy H Wu, Rajesh Sharma
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引用次数: 0

Abstract

The California Genetic Disease Screening Program (GDSP) employs a fixed immunoreactive trypsinogen (IRT) cutoff followed by molecular testing to screen newborns for cystic fibrosis (CF). The cutoffs approximate a 1.6% yearly IRT screen-positive rate; however, seasonal variation in IRT population means has led us to develop a model to establish fixed IRT cutoffs that anticipate seasonal variation and minimize missed cases below cutoff. We utilized an ARIMA model to fit monthly IRT screen-positive percentiles and estimated regular seasonal expectations. We established a retrospective cohort followed for at least 1.5 years to capture missed false-negative CF cases. We compared missed CF cases identified by seasonal cutoffs vs. floating cutoffs. GDSP screened 7,410,003 newborns, from July 2007 to December 2022, and missed 36 CF cases below the fixed cutoff; five of the 36 were within 3 ng/mL below the cutoff. There was a regular, seasonal cycle that varied from 1.4% in summer to 1.8% in winter. We would have missed 59 CF cases using a 1.6% daily floating cutoff. California would need to use a 4% daily floating cutoff to improve our current detection rate, which would double the number of specimens sent for costly molecular analysis.

加利福尼亚州囊性纤维化筛查效果和季节性变化:IRT 临界值与一级检测每日百分位数的 15 年比较。
加州遗传病筛查计划(GDSP)采用固定的免疫反应性胰蛋白酶原(IRT)临界值,然后进行分子检测,以筛查新生儿是否患有囊性纤维化(CF)。该临界值近似于每年 1.6% 的 IRT 筛选阳性率;然而,IRT 群体平均值的季节性变化促使我们开发了一个模型来确定固定的 IRT 临界值,以预测季节性变化并最大限度地减少临界值以下的漏检病例。我们利用 ARIMA 模型来拟合每月的 IRT 筛选阳性百分位数,并估算出常规的季节性预期。我们建立了一个至少跟踪 1.5 年的回顾性队列,以捕捉漏报的假阴性 CF 病例。我们比较了通过季节性截止值和浮动截止值发现的漏检 CF 病例。从 2007 年 7 月到 2022 年 12 月,GDSP 共筛查了 7,410,003 名新生儿,漏检了 36 例低于固定临界值的 CF 病例;36 例中有 5 例低于临界值 3 纳克/毫升。这种情况有一个规律的季节性周期,从夏季的 1.4% 到冬季的 1.8%。如果使用 1.6% 的每日浮动临界值,我们会漏掉 59 个 CF 病例。加州需要使用 4% 的日浮动临界值来提高我们目前的检出率,这将使送去进行昂贵的分子分析的标本数量增加一倍。
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来源期刊
International Journal of Neonatal Screening
International Journal of Neonatal Screening Medicine-Pediatrics, Perinatology and Child Health
CiteScore
6.70
自引率
20.00%
发文量
56
审稿时长
11 weeks
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