Association between acute kidney injury and prognoses of cardiac surgery patients: Analysis of the MIMIC-III database

被引:4
|
作者
Sun, Chun [1 ]
Chen, Deqing [2 ]
Jin, Xin [2 ]
Xu, Guangtao [2 ]
Tang, Chenye [1 ]
Guo, Xiao [1 ]
Tang, Zhiling [1 ]
Bao, Yixin [1 ]
Wang, Fei [1 ]
Shen, Ruilin [1 ]
机构
[1] Jiaxing Univ, Affiliated Hosp, Dept Surg, Municipal Key Innovat Discipline, Jiaxing, Peoples R China
[2] Jiaxing Univ, Inst Forens Sci, Dept Pathol, Forens & Pathol Lab, Jiaxing, Peoples R China
来源
FRONTIERS IN SURGERY | 2023年 / 9卷
关键词
acute kidney injury; risk factor; prognosis; MIMIC-III database; cardiac surgery; PREDICTION; BIOMARKER;
D O I
10.3389/fsurg.2022.1044937
中图分类号
R61 [外科手术学];
学科分类号
摘要
BackgroundAcute kidney injury (AKI) is the most common major complication of cardiac surgery field. The purpose of this study is to investigate the association between acute kidney injury and the prognoses of cardiac surgery patients in the Medical Information Mart for Intensive Care III (MIMIC-III) database. MethodsClinical data were extracted from the MIMIC-III database. Adult (>= 18 years) cardiac surgery patients in the database were enrolled. Multivariable logistic regression analyses were employed to assess the associations between acute kidney injury (AKI) comorbidity and 30-day mortality, 90-day mortality and hospital mortality. Different adjusting models were used to adjust for potential confounders. ResultsA total of 6,002 patients were involved, among which 485 patients (8.08%) had comorbid AKI. Patients with AKI were at higher risks of prolonged ICU stay, hospital mortality, 90-day mortality (all P < 0.001), and 30-day mortality (P = 0.008). AKI was a risk factor for hospital mortality [Model 1, OR (95% CI) = 2.50 (1.45-4.33); Model 2, OR (95% CI) = 2.44 (1.48-4.02)], 30-day mortality [Model 1, OR (95% CI) = 1.84 (1.05-3.24); Model 2, OR (95% CI) = 1.96 (1.13-3.22)] and 90-day mortality [Model 1, OR (95% CI) = 2.05 (1.37-3.01); Model 2, OR (95% CI) = 2.76 (1.93-3.94)]. Higher hospital mortality, 30-day mortality and 90-day mortality was observed in higher KDIGO grade for cardiac surgery patients with AKI (all P < 0.05). ConclusionComorbid AKI increased the risk of hospital mortality, 30-day mortality, and 90-day mortality of cardiac surgery patients in the MIMIC-III database.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Association between SOFA score and risk of acute kidney injury in patients with diabetic ketoacidosis: an analysis of the MIMIC-IV database
    Hua, Yiming
    Ding, Ning
    Jing, Huaizhi
    Xie, Yifei
    Wu, Hao
    Wu, Yue
    Lan, Beidi
    FRONTIERS IN ENDOCRINOLOGY, 2024, 15
  • [22] EXPLORATORY DATA ANALYSIS OF MIMIC-III DATABASE AND PREDICTING MORTALITY OF ACUTE HEPATIC FAILURE
    Yu, Yi
    GUT, 2020, 69 : A76 - A76
  • [23] Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
    Mengling Feng
    Jakob I. McSparron
    Dang Trung Kien
    David J. Stone
    David H. Roberts
    Richard M. Schwartzstein
    Antoine Vieillard-Baron
    Leo Anthony Celi
    Intensive Care Medicine, 2018, 44 : 884 - 892
  • [24] Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
    Feng, Mengling
    McSparron, Jakob I.
    Kien, Dang Trung
    Stone, David J.
    Roberts, David H.
    Schwartzstein, Richard M.
    Vieillard-Baron, Antoine
    Celi, Leo Anthony
    INTENSIVE CARE MEDICINE, 2018, 44 (06) : 884 - 892
  • [25] ASSOCIATION BETWEEN ESTIMATED PLASMA VOLUME STATUS AND PROGNOSIS IN CRITICALLY ILL PATIENTS WITH HEART FAILURE: ANALYSIS BASED ON MIMIC-III DATABASE
    Li, Kexin
    Lin, Zehao
    Qi, Mengyao
    Ma, Yao
    Liu, Chang
    Lv, Zhi
    Wang, Yuan
    Xing, Xin
    Ren, Bincheng
    Gao, Dengfeng
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2024, 83 (13) : 2621 - 2621
  • [26] Total bilirubin level is associated with acute kidney injury in neonates admitted to the neonatal intensive care units: based on MIMIC-III database
    Zhou, Huan
    EUROPEAN JOURNAL OF PEDIATRICS, 2024, 183 (10) : 4235 - 4241
  • [27] Prediction of acute kidney injury in patients with liver cirrhosis using machine learning models: evidence from the MIMIC-III and MIMIC-IV
    Tian, Jia
    Cui, Rui
    Song, Huinan
    Zhao, Yingzi
    Zhou, Ting
    INTERNATIONAL UROLOGY AND NEPHROLOGY, 2024, 56 (01) : 237 - 247
  • [28] Prediction of acute kidney injury in patients with liver cirrhosis using machine learning models: evidence from the MIMIC-III and MIMIC-IV
    Jia Tian
    Rui Cui
    Huinan Song
    Yingzi Zhao
    Ting Zhou
    International Urology and Nephrology, 2024, 56 : 237 - 247
  • [29] Association of uromodulin with acute kidney injury in patients undergoing cardiac surgery
    Chojeta, Dariusz
    Koziol, Malgorzata M.
    Targonska, Sylwia
    Smarz-Widelska, Iwona
    KARDIOCHIRURGIA I TORAKOCHIRURGIA POLSKA-POLISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2020, 17 (03) : 160 - 164
  • [30] The Relationship Between the Serum Anion Gap and All-Cause Mortality in Acute Pancreatitis: An Analysis of the MIMIC-III Database
    Gong, Fang
    Zhou, Quan
    Gui, Chunmei
    Huang, Shaohua
    Qin, Zuoan
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 : 531 - 538