机器学习技术辅助真实世界重症感染患者美罗培南PK-PD精准用药的前瞻性研究

注册号:

Registration number:

ChiCTR2500096891 

最近更新日期:

Date of Last Refreshed on:

2025-02-08 11:29:49 

注册时间:

Date of Registration:

2025-02-08 00:00:00 

注册号状态:

补注册

Registration Status:

Retrospective registration

注册题目:

机器学习技术辅助真实世界重症感染患者美罗培南PK-PD精准用药的前瞻性研究

Public title:

A prospective study on the use of machine learning technology to assist in the precise use of meropenem PK-PD in critically ill patients with severe infections in the real world

注册题目简写:

English Acronym:

研究课题的正式科学名称:

机器学习技术辅助真实世界重症感染患者美罗培南PK-PD精准用药的前瞻性研究

Scientific title:

A prospective study on the use of machine learning technology to assist in the precise use of meropenem PK-PD in critically ill patients with severe infections in the real world

研究课题代号(代码):

Study subject ID:

H3511

在二级注册机构或其它机构的注册号:

The registration number of the Partner Registry or other register:

2023RCTJ-XK002

申请注册联系人:

钱懿轶 

研究负责人:

钱懿轶 

Applicant:

Yi-yi Qian 

Study leader:

Yi-yi Qian 

申请注册联系人电话:

Applicant telephone:

+86 137 0886 1691

研究负责人电话:

Study leader's
telephone:

+86 137 0886 1691

申请注册联系人传真 :

Applicant Fax:

研究负责人传真:

Study leader's fax:

申请注册联系人电子邮件:

Applicant E-mail:

1270117602@qq.com

研究负责人电子邮件:

Study leader's E-mail:

1270117602@qq.com

申请单位网址(自愿提供):

Applicant website(voluntary supply):

http://www.ynfwyy.com/Hospitals/Main/Welcome

研究负责人网址(自愿提供):

Study leader's website(voluntary supply):

http://www.ynfwyy.com/Hospitals/Main/Welcome

申请注册联系人通讯地址:

云南省昆明市五华区沙河北路528号

研究负责人通讯地址:

云南省昆明市五华区沙河北路528号

Applicant address:

528 Shahebei Road, Wuhua District, Kunming City, Yunnan Province

Study leader's address:

528 Shahebei Road, Wuhua District, Kunming City, Yunnan Province

申请注册联系人邮政编码:

Applicant postcode:

650032

研究负责人邮政编码:

Study leader's postcode:

650032

申请人所在单位:

云南省阜外心血管病医院

Applicant's institution:

Fuwai Yunnan Cardiovascular Hospital

研究负责人所在单位:

云南省阜外心血管病医院

Affiliation of the Leader:

Fuwai Yunnan Cardiovascular Hospital

是否获伦理委员会批准:

Approved by ethic committee:

Yes

伦理委员会批件文号:

Approved No. of ethic committee:

2023-033-02

伦理委员会批件附件:

Approved file of Ethical Committee:

查看附件View

批准本研究的伦理委员会名称:

云南省阜外心血管病医院伦理委员会

Name of the ethic committee:

Ethics Committee of Fuwai Yunnan Cardiovascular Hospital

伦理委员会批准日期:

Date of approved by ethic committee:

2023-08-29 00:00:00

伦理委员会联系人:

赵苑

Contact Name of the ethic committee:

Yuan Zhao

伦理委员会联系地址:

云南省昆明市五华区沙河北路528号云南省阜外心血管病医院

Contact Address of the ethic committee:

Fuwai Yunnan Province Cardiovascular Hospital, located at 528 Shahe North Road, Wuhua District, Kunming City, Yunnan Province

伦理委员会联系人电话:

Contact phone of the ethic committee:

+86 68285630

伦理委员会联系人邮箱:

Contact email of the ethic committee:

研究实施负责(组长)单位:

云南省阜外心血管病医院

Primary sponsor:

Fuwai Yunnan Cardiovascular Hospital

研究实施负责(组长)单位地址:

云南省昆明市五华区沙河北路528号

Primary sponsor's address:

528 Shahebei Road, Wuhua District, Kunming City, Yunnan Province

试验主办单位(项目批准或申办者):

Secondary sponsor:

国家:

中国

省(直辖市):

云南省

市(区县):

昆明市

Country:

China

Province:

Yunnan Province

City:

Kunming CIty

单位(医院):

云南省阜外心血管病医院

具体地址:

云南省昆明市五华区沙河北路528号

Institution
hospital:

Fuwai Yunnan Cardiovascular Hospital

Address:

528 Shahebei Road, Wuhua District, Kunming City, Yunnan Province

经费或物资来源:

科研项目经费

Source(s) of funding:

Research funding

研究疾病:

细菌感染  

Target disease:

Bacterial infection

研究疾病代码:

Target disease code:

研究类型:

观察性研究

Study type:

Observational study

研究所处阶段:

其它 

Study phase:

N/A

研究设计:

队列研究 

Study design:

Cohort study 

研究目的:

本课题拟建立高效稳定、便捷精准的LC-MS/MS测定技术,以经典群体药动学方法拟合模型,以机器学习技术辅助优化模型预测能力,开展深度群体药效学研究,实现美罗培南常规TDM及剂量预测、评价体系,为开发美罗培南个体化给药、精准给药网络技术平台提供有力依据和基础。  

Objectives of Study:

The project aims to establish an efficient, stable, convenient, and precise LC-MS/MS measurement technique. It plans to fit models using classical population pharmacokinetic methods and use machine learning techniques to assist in optimizing model prediction capabilities. The project will conduct in-depth population pharmacodynamics research to achieve routine therapeutic drug monitoring (TDM) and dose prediction and evaluation systems for meropenem. This will provide a strong basis for the development of an individualized dosing and precision dosing network technology platform for meropenem.

药物成份或治疗方案详述:

 

Description for medicine or protocol of treatment in detail:

 

纳入标准:

Inclusion criteria

排除标准:

①孕妇、哺乳期妇女; ②对碳青霉烯类药物过敏; ③同时使用丙戊酸钠; ④革兰氏阳性球菌,病毒,真菌感染。

Exclusion criteria:

1.Pregnant women, breastfeeding women; 2.Allergic to carbapenems; 3.Simultaneous use of sodium valproate; 4.Gram-positive bacteria, viruses, fungal infections.

研究实施时间:

Study execute time:

From 2023-01-01 00:00:00 To 2025-12-31 00:00:00  

征募观察对象时间:

Recruiting time:

From 2024-04-17 00:00:00 To 2024-07-31 00:00:00

干预措施:

Interventions:

组别:

病例组

样本量:

40

Group:

Case series

Sample size:

干预措施:

无干预

干预措施代码:

Intervention:

No intervention

Intervention code:

研究实施地点:

Countries of recruitment and research settings:

国家:

中国

省(直辖市):

云南 

市(区县):

昆明 

Country:

China

Province:

Yunnan Province

City:

Kunming City

单位(医院):

云南省阜外心血管病医院 

单位级别:

三甲 

Institution
hospital:

Fuwai Yunnan Cardiovascular Hospital

Level of the institution:

Tertiary A

测量指标:

Outcomes:

指标中文名:

血药浓度

指标类型:

主要指标

Outcome:

Blood drug concentration

Type:

Primary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

血药谷浓度

指标类型:

次要指标

Outcome:

Blood trough concentration

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

血肌酐

指标类型:

次要指标

Outcome:

Blood creatinine

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

栓塞事件及发生率

指标类型:

主要指标

Outcome:

Embolic events and incidence

Type:

Primary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

ADR/ADE 及发生率

指标类型:

主要指标

Outcome:

ADR/ADE and incidence

Type:

Primary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

采集人体标本:

Collecting sample(s)
from participants:

标本中文名:

血液

组织:

Sample Name:

Blood

Tissue:

人体标本去向

使用后销毁  

说明

Fate of sample:

Destruction after use  

Note:

征募研究对象情况:

Recruiting status:

结束

/Completed

年龄范围:

Participant age:

最小 Min age years
最大 Max age 85 years

性别:

男女均可

Gender:

Both

随机方法(请说明由何人用什么方法产生随机序列):

Randomization Procedure (please state who generates the random number sequence and by what method):

None

是否公开试验完成后的统计结果:

Calculated Results after the Study Completed public access:

不公开/Private

盲法:

Blinding:

None

是否共享原始数据:

IPD sharing

否No

共享原始数据的方式(说明:请填入公开原始数据日期和方式,如采用网络平台,需填该网络平台名称和网址):

国家生物信息中心 网址:https://ngdc.cncb.ac.cn/gsub/

The way of sharing IPD”(include metadata and protocol, If use web-based public database, please provide the url):

ChinaNational center for Bioinformation https://ngdc.cncb.ac.cn/gsub/

数据采集和管理(说明:数据采集和管理由两部分组成,一为病例记录表(Case Record Form, CRF),二为电子采集和管理系统(Electronic Data Capture, EDC),如ResMan即为一种基于互联网的EDC:

数据采集和管理采用纸质病例记录/报告表。未采用电子采集和管理系统。

Data collection and Management (A standard data collection and management system include a CRF and an electronic data capture:

Data collection and management are done using paper-based case records/reports. Electronic data collection and management systems are not used.

数据与安全监察委员会:

Data and Safety Monitoring Committee:

暂未确定/Not yet

注册人:

Name of Registration:

 2025-02-08 11:29:43