Clinical Characteristics and Nomogram Model of Nosocomial Infection in Patients with Newly Diagnosed Multiple Myeloma.
10.19746/j.cnki.issn.1009-2137.2023.02.016
- Author:
Xin-Yi LU
1
,
2
;
Qiong YAO
1
,
2
;
Li-Ping YANG
1
,
2
;
Jie ZHAO
1
,
2
;
Shao-Long HE
1
,
2
;
Xin-Yue CHEN
3
;
Wei-Wei TIAN
1
,
4
;
Liang-Ming MA
1
,
2
Author Information
1. Department of Hematology, The Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital
2. Taiyuan 030032, Shanxi Province, China.
3. Shanxi Medical University, Taiyuan 030032, Shanxi Province, China.
4. Taiyuan 030032, Shanxi Province, China,E-mail: tianweiwei@yeah.net.
- Publication Type:Journal Article
- Keywords:
infection;
multiple myeloma;
nomograms;
prediction model;
risk factors
- MeSH:
Humans;
Nomograms;
Multiple Myeloma/metabolism*;
Prognosis;
Retrospective Studies;
Cross Infection;
C-Reactive Protein
- From:
Journal of Experimental Hematology
2023;31(2):420-428
- CountryChina
- Language:Chinese
-
Abstract:
OBJECTIVE:To explore the clinical characteristics of nosocomial infection in newly diagnosed multiple myeloma(NDMM) patients, and establish a predictive nomogram model.
METHODS:The clinical data of 164 patients with MM who were treated in Shanxi Bethune Hospital from January 2017 to December 2021 were retrospectively analyzed. The clinical characteristics of infection were analyzed. Infections were grouped as microbiologically defined infections and clinically defined infections. Univariate and multivariate regression models were used to analyze the risk factors of infection. A nomogram was established.
RESULTS:164 patients with NDMM were included in this study, and 122 patients (74.4%) were infected. The incidence of clinically defined infection was the highest (89 cases, 73.0%), followed by microbial infection (33 cases, 27.0%). Among 122 cases of infection, 89 cases (73.0%) had CTCAE grade 3 or above. The most common site of infection was lower respiratory in 52 cases (39.4%), upper respiratory tract in 45 cases (34.1%), and urinary system in 13 cases (9.8%). Bacteria(73.1%) were the main pathogens of infection. Univariate analysis showed that ECOG ≥2, ISS stage Ⅲ, C-reactive protein ≥10 mg/L, serum Creatinine ≥177 μmol/L had higher correlation with nosocomial infection in patients with NDMM. Multivariate regression analysis showed that C-reactive protein ≥10 mg/L (P＜0.001), ECOG ≥2 (P=0.011) and ISS stage Ⅲ （P=0.024） were independent risk factors for infection in patients with NDMM. The nomogram model established based on this has good accuracy and discrimination. The C-index of the nomogram was 0.779（95%CI: 0.682-0.875）. Median follow-up time was 17.5 months, the median OS of the two groups was not reached (P=0.285).
CONCLUSION:Patients with NDMM are prone to bacterial infection during hospitalization. C-reactive protein ≥10 mg/L, ECOG ≥2 and ISS stage Ⅲ are the risk factors of nosocomial infection in NDMM patients. The nomogram prediction model established based on this has great prediction value.
