美国IgA肾病队列全身性糖皮质激素真实世界挑战数据表1
基于美国TriNetX数据库的IgAN患者SGC治疗真实世界数据,包含不良事件、医疗资源利用和肾衰竭率。

基本信息
资源简介
美国IgA肾病队列全身性糖皮质激素真实世界挑战数据表1
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 278.10 KB,主题涵盖 IgAN、glucocorticoids、healthcare resource utilization、kidney function、glomerulopathy,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data Sheet 1_Real-world challenges associated with the use of four common systemic glucocorticoids in a United States IgAN cohort.pdf》。配套论文《Impact of Proteinuria and Kidney Function Decline on Health Care Costs and Resource Utilization in Adults With IgA Nephropathy in the United States: A Retrospective Analysis》发表于 Kidney Medicine(2023),DOI:10.1016/j.xkme.2023.100693。源站首次发布:2025-04-24。
【数据内容】
源站原始描述:ObjectivesTo understand the difference in adverse events (AEs), healthcare resource utilization (HCRU), and kidney failure rates in immunoglobulin A nephropathy (IgAN) patients who initiated systemic glucocorticoid (SGC) treatment compared with those who did not. MethodsThe overall cohort was selected from patients with IgAN (ICD-10 codes N02.8 and N04.1) identified in the TriNetX Dataworks database between January 2011 and May 2022. New initiators of dexamethasone, prednisone, prednisolone, or…
【数据结构与技术规格】
文件数 1 个,合计 278.10 KB。Data Sheet 1_Real-world challenges associated with the use of four common systemic glucocorticoids in a United States IgAN cohort.pdf:application/pdf,278.10 KB。数据集 DOI:10.3389/fneph.2025.1574239.s001。
【主题与分类】
源站学科分类:Nephrology and Urology。主题标签:IgAN、glucocorticoids、healthcare resource utilization、kidney function、glomerulopathy。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Real-world_challenges_associated_with_the_use_of_four_common_systemic_glucocorticoids_in_a_United_States_IgAN_cohort_pdf/28853192
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Pesce, Giancarlo; Patel, Mit; Gusto, Gaelle; Kadambi, Ananth; Chandak, Aastha; Madison, Terri (2025). Data Sheet 1_Real-world challenges associated with the use of four common systemic glucocorticoids in a United States IgAN cohort.pdf. Frontiers. Dataset
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Data Sheet 1_Real-world challenges associated with the use of four common systemic glucocorticoids in a United States IgAN cohort.pdf
- DOI:10.3389/fneph.2025.1574239.s001
- 发布日期:2025-04-24
- 文件数:1 个
- 文件总体积:278.10 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Real-world_challenges_associated_with_the_use_of_four_common_systemic_glucocorticoids_in_a_United_States_IgAN_cohort_pdf/28853192
命令行下载
curl -L -o "Data Sheet 1_Real-world challenges associated with the use of four common systemic glucocorticoids in a United States IgAN cohort.pdf" "https://ndownloader.figshare.com/files/53942627"
文件清单
Data Sheet 1_Real-world challenges associated with the use of four common systemic glucocorticoids in a United States IgAN cohort.pdf(278.10 KB)
文件总体积 278.10 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
ObjectivesTo understand the difference in adverse events (AEs), healthcare resource utilization (HCRU), and kidney failure rates in immunoglobulin A nephropathy (IgAN) patients who initiated systemic glucocorticoid (SGC) treatment compared with those who did not.
MethodsThe overall cohort was selected from patients with IgAN (ICD-10 codes N02.8 and N04.1) identified in the TriNetX Dataworks database between January 2011 and May 2022. New initiators of dexamethasone, prednisone, prednisolone, or methylprednisolone (SGC cohort) were propensity score (PS) matched 1:1 with patients who did not receive SGC (non-SGC cohort) based on their characteristics at diagnosis. The index date was the date of SGC initiation; for the non-SGC cohort, a pseudo-index date was assigned using the same lag from diagnosis to index date as their PS-matched pairs. Patients with kidney failure before the index/pseudo-index date and their 1:1 PS-matched pairs were excluded.
ResultsThe final analysis was conducted in 802 patients (401 PS-matched pairs, mean age 41.2 years, 55% male). Median duration of follow-up was 3.5 and 3.1 years for the SGC and non-SGC cohorts, respectively. Compared with the non-SGC cohort, patients in the SGC cohort had greater frequency of several AEs, including severe infections, greater annualized HCRU and costs, and greater incidence of kidney failure.
ConclusionsThis study found that SGC therapy may increase adverse reactions and HCRU in IgAN patients, while comparatively providing no beneficial effects on preserving kidney function.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneph.2025.1574239.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Real-world_challenges_associated_with_the_use_of_four_common_systemic_glucocorticoids_in_a_United_States_IgAN_cohort_pdf/28853192)。
数据缺失?
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