Receiver Operating Characteristic Curve of Total Serum IgE in Allergic Patients

作者
Haitham B. Fathi
出处
期刊:Mağallaẗ al-Mawṣil li-l-tamrīḍ 卷期号:5 (2): 77-82
标识
DOI:10.33899/mjn.2017.160056
摘要

Background and objective: Validity of continuous variable test like total serum IgE is performed by constructing Receiver Operating Characteristic (ROC) curve. ROC curve is a technique for visualizing, organizing and selecting classifiers based on their performance. The study aims to determine the performance and validity of total serum IgE in various allergic diseases, age groups and gender. To select the optimal cut off value that has the best discriminative capability. To assess the sensitivity, specificity, predictive value and likelihood ratio of the selected cut-off points. Materials and method: A diagnostic Receiver Operator Characteristic ROC curvestudy was conducted at Allergy Clinic, Al-Jamhouri Teaching Hospital in Mosul, Iraq on 751 individuals (561 patients with various allergic disorders and 190 healthy non-allergic subjects) ranged in age from 10 to 59 years. Classification of study samples into allergic or healthy groups was done by a committee panel of two qualified and expert allergiologist. A blood sample was taken for estimating total serum IgE by ELISA. Results: The constructed ROC curve of overall sample showed that total serum IgE has moderate accuracy in allergic diseases and the AUC ± SE was 0.730±0.022 with 95% confidence interval (0.686-0.773). Urticaria ROC curve had the maximum AUC (0.742±0.030) and asthma had the minimum AUC (0.720± 0.027). The maximum AUC was detected in the age group 10-19 years and the least one was in age 50-59 years. No difference was found in the estimated AUC in both gender. The optimal cut-off point of total serum IgE was 96 IU/ml in the overall allergic patients and varies between 95 IU/ml (in urticaria) and 115 IU/ml (in rhinitis). Assessment of selected overall cutoff point of total serum IgE reveals the following: sensitivity (79.3%), specificity (61.0%), validity (74.7%), PPV (50.0%), NPV (85.7%), LH+ (2.03), LH-(0.34). Conclusion: Total serum IgE has moderate accuracy in diagnosis of various allergic diseases. Its accuracy is much better in younger patients in comparison to elderly. A cut offpoint of total serum IgE(100±5 IU/ml) was the best classifier. Total IgE is a useful screening rather than a confirmatory test.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
潘善若完成签到,获得积分20
1秒前
1秒前
霞123完成签到,获得积分20
1秒前
1秒前
2秒前
2秒前
研友_VZG7GZ应助徐行采纳,获得10
3秒前
3秒前
目土土完成签到 ,获得积分10
3秒前
3秒前
青橘短衫完成签到,获得积分10
4秒前
情怀应助老实的从菡采纳,获得10
5秒前
WYnepu完成签到,获得积分10
5秒前
J博发布了新的文献求助10
5秒前
Survivor完成签到,获得积分10
6秒前
6秒前
FashionBoy应助零知识采纳,获得10
6秒前
6秒前
乐乐应助大白采纳,获得10
6秒前
LL完成签到,获得积分10
6秒前
呈安一丁完成签到,获得积分10
7秒前
7秒前
xujiachun发布了新的文献求助10
7秒前
青橘短衫发布了新的文献求助10
7秒前
yww发布了新的文献求助10
8秒前
molihuakai应助坦率灵槐采纳,获得10
8秒前
科研通AI6.4应助kk采纳,获得10
8秒前
dracovu发布了新的文献求助10
11秒前
11秒前
D1fficulty完成签到,获得积分0
11秒前
12秒前
luxia完成签到 ,获得积分10
12秒前
12秒前
搜集达人应助可可采纳,获得10
12秒前
13秒前
科研通AI6.4应助raolowe采纳,获得10
13秒前
Annie完成签到 ,获得积分10
14秒前
14秒前
14秒前
Renhc完成签到,获得积分10
15秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Environmental Leverage in Times of Climate Crisis: Product Standards, Carbon Border Measures and Preferential Trade Agreements 1000
Matrix Methods in Data Mining and Pattern Recognition 510
Social Skills Improvement System-Rating Scales--Chinese Version 500
Dynamische Polarisation von H-1 und B-11 in (CH-3)-3NBH-3 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7244052
求助须知:如何正确求助?哪些是违规求助? 8868233
关于积分的说明 18706874
捐赠科研通 6919022
什么是DOI,文献DOI怎么找? 3196864
关于科研通互助平台的介绍 2370693
邀请新用户注册赠送积分活动 2171548