1.Mechanism of action of 2-acylglycerol O-acyltransferase 2 in metabolic associated fatty liver disease and related targeted therapies
Jingjing HE ; Xinyi ZHANG ; Na DING ; Yanan HAO ; Ya ZHENG ; Rui JI
Journal of Clinical Hepatology 2026;42(7):1677-1682
Metabolic associated fatty liver disease (MAFLD) has become one of the most prevalent chronic liver diseases worldwide, with the core pathological feature of pathological accumulation of triglycerides in hepatocytes, and as a key rate-limiting enzyme for triglyceride synthesis in the liver, 2-acylglycerol O-acyltransferase 2 (DGAT2) plays a central role in this process. Cell and animal model studies have confirmed that inhibition of DGAT2 can effectively alleviate hepatic steatosis and delay disease progression, and subsequent clinical trials have also shown the potential clinical application value in the treatment of MAFLD. This article systematically reviews the mechanism of action of DGAT2 in the development and progression of MAFLD and comprehensively summarizes the therapeutic strategies targeting DGAT2, including the advances in both monotherapy and drug combinations, in order to provide new ideas for individualized treatment of MAFLD patients.
2.Effect of Mori Folium-Ginseng Radix et Rhizoma on Glucose and Lipid Metabolism and Mechanism in Mouse Model of Type 2 Diabetes Mellitus
Congyi LIU ; Ning WANG ; Jingjing XU ; Tingting WANG ; Na ZHENG ; Zimeng HUANG ; Lingling QIN ; Lili WU ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):20-28
ObjectiveTo study the effect of the herb pair Mori Folium-Ginseng Radix et Rhizoma (HMG) on glucose and lipid metabolism in the mouse model of type 2 diabetes mellitus and decipher the possible treatment mechanism. MethodsThe db/db mice were chosen as the mouse model of type 2 diabetes mellitus and then treated with HMG at low and high doses (1.56, 3.12 g∙kg-1, respectively) or metformin (0.26 g∙kg-1) by gavage for 6 weeks. The normal group and the model group were treated with double distilled water at the same time according to body weight. The 8-h fasting blood glucose and body weight were measured once a week. The oral glucose tolerance test (OGTT) was conducted at the 6th week of dosing. The mice were sacrificed after the end of dosing. Serum levels of lipids [total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL), and low-density lipoprotein cholesterol (LDL)], liver function indicators [aspartate aminotransferase (AST) and alanine aminotransferase (ALT)], non-esterified fatty acids (NEFA), glycosylated serum protein (GSP), serum glucose (GLU), fasting insulin (FINS), and renal function indicators [creatinine (Crea) and blood urea nitrogen (BUN)] were measured by enzyme-linked immunosorbent assay. The protein levels of peroxidase proliferator-activating receptor gamma (PPARγ), acetyl coenzyme A carboxylase (ACC), and sterol regulatory element-binding protein-1 (SREBP-1) were determined by Western blot. The pathological changes in the liver and pancreas were examined. ResultsCompared with the normal group, the model group presented increased body weight, elevated levels of blood glucose, TG, TC, AST, ALT, GLU, NEFA, GSP, and HDL-C, up-regulated protein levels of ACC and SREBP-1, and down-regulated protein level of PPARγ (P<0.01). Meanwhile, the model group presented a large amount of lipid droplets and steatosis in the liver, as well as karyopyknosis and lymphocyte infiltration in the pancreas. Compared with the model group, the high- and low-dose HMG groups showed decreased body weight, declined levels of blood glucose, TG, TC, AST, ALT, GLU, NEFA, and GSP, and elevate level of HDL-C (P<0.05, P<0.01). Moreover, the two groups showcased reduced lipid droplets and steatosis in the liver, as well as enlarged islets with clear boundaries and alleviated lymphocyte infiltration and karyopyknosis. Western blot results showed that the high-dose herb pair group demonstrated down-regulated protein levels of ACC and SREBP-1 and up-regulated protein level of PPARγ (P<0.01). ConclusionThe HMG can effectively improve the glucose and lipid metabolism in db/db mice by regulating the expression of PPARγ, SREBP-1, and ACC.
3.Clinical characteristic analysis of immune checkpoint inhibitor-related pituitary adverse events
Yufan ZHENG ; Jingjing WANG ; Qin YUAN ; Fenping ZHENG
Chinese Journal of Clinical Medicine 2025;32(4):536-543
Objective To explore the clinical characteristics of immune-related adverse events (irAEs) involving the pituitary gland in malignant tumor patients following the administration of immune checkpoint inhibitors (ICIs), and to compare characteristics of pituitary irAEs with primary hypophysitis. Methods A total of 753 malignant tumor patients who were hospitalized at Sir Run Run Shaw Hospital School of Medicine, Zhejiang University from January 2019 to November 2022 and received ICIs treatment were retrospectively included. The incidence of endocrine irAEs were statistically analyzed. The clinical characteristics of patients with pituitary irAEs were analyzed and compared with those of patients with primary hypophysitis (n=18). Results Among the 753 patients treated with ICIs, the majority (742, 98.5%) received PD-1/PD-L1 inhibitors. The incidence of endocrine irAEs was 32.0% (241/753), with primary thyroid dysfunction being most common (212, 28.2%), followed by pituitary dysfunction (35, 4.6%). The median time to onset of pituitary irAEs was 5.8 months, with the majority presenting as secondary hypoadrenocorticism (33, 94.3%). Surgery was a protective factor for preventing pituitary irAEs (P=0.002), whereas higher body mass index (BMI) and dual ICIs combination therapy were recognized as risk factors (P<0.05). Compared to patients with primary hypophysitis, patients with pituitary irAEs had a higher proportion of males, lower BMI, lower rates of visual field defects and diabetes insipidus, higher rate of secondary hypoadrenocorticism and lower positive rate on MRI (P<0.05). Conclusions Malignant tumor patients treated with ICIs exhibit a relatively high incidence of endocrine irAEs, with thyroid involvement being most common, followed by the pituitary gland. Pituitary irAEs primarily manifest as secondary hypoadrenocorticism, lacking specific clinical symptoms and exhibiting a low positive rate on MRI. These factors contribute to a high risk of misdiagnosis or missed diagnosis, necessitating heightened clinical vigilance.
4.Characteristics of road traffic injuries among urban and rural residents in Zhejiang Province
ZHENG Qi ; GUO Lihua ; ZHAO Ming ; LIN Jingjing ; ZHONG Jieming
Journal of Preventive Medicine 2025;37(8):767-772
Objective:
To analyze the characteristics of road traffic injuries (RTI) among urban and rural residents in Zhejiang Province, so as to provide a basis for developing targeted RTI prevention and control strategies.
Methods:
In April 2023, permanent residents from 13 counties (cities, districts) in Zhejiang Province were selected using a multistage stratified random sampling method. Basic information and RTI occurrences within the past 12 months were collected through questionnaire surveys. RTI incidence and characteristics of RTI among urban and rural residents were analyzed.
Results:
A total of 36 980 individuals were surveyed, including 18 327 males (49.56%) and 18 653 females (50.44%). The median age was 56.00 (interquartile range, 28.00) years. There were 442 person-times of RTI, with an incidence of 1.20%. The rural incidence was significantly higher than the urban (1.33% vs. 1.05%, P<0.05). The incidence of RTI increased with age and decreased with higher educational attainment (both P<0.05). The majority of RTI occurred on streets/urban areas, accounting for 59.28%. In urban, streets/urban areas were the primary locations, accounting for 76.84%. In rural, streets/urban areas and intercity highways were the main sites, accounting for 46.03% and 40.48%, respectively. There was a statistically significant difference in the composition of RTI locations between urban and rural (P<0.05). The primary treatment approach of RTI was outpatient/emergency care, accounting for 61.99%. There was a statistically significant difference in the proportion of treatment approaches of RTI between urban and rural (P<0.05). Electric bicycles were involved in 67.87% of RTI, and 54.29% of motor vehicle occupants used seat belts. No statistically significant differences were observed in the composition of transportation modes or seat belt usage rates between urban and rural (both P>0.05). The lower limb was the most commonly injured sites, accounting for 42.31%. Mild injury was predominant, accounting for 50.90%, and complete recovery was predominant outcome, accounting fo 69.68%. The median rest period was 13.50 (interquartile range, 27.25) days. The median medical expenses was 1 200.00 (interquartile range, 5 700.00) yuan. No statistically significant differences were observed between urban and rural in terms of injury sites, injury severity, outcome, rest period, or medical expenses (all P>0.05).
Conclusions
RTI incidence is higher among rural residents, the elderly, and lower education levels residents in Zhejiang Province. It is recommend optimizing road safety infrastructure on streets/urban areas and intercity highways, prioritizing prevention of electric bicycles RTI, strengthening safety education for high-risk population, and increasing the usage rate of safety devices.
5.Real-world efficacy and safety of azvudine in hospitalized older patients with COVID-19 during the omicron wave in China: A retrospective cohort study.
Yuanchao ZHU ; Fei ZHAO ; Yubing ZHU ; Xingang LI ; Deshi DONG ; Bolin ZHU ; Jianchun LI ; Xin HU ; Zinan ZHAO ; Wenfeng XU ; Yang JV ; Dandan WANG ; Yingming ZHENG ; Yiwen DONG ; Lu LI ; Shilei YANG ; Zhiyuan TENG ; Ling LU ; Jingwei ZHU ; Linzhe DU ; Yunxin LIU ; Lechuan JIA ; Qiujv ZHANG ; Hui MA ; Ana ZHAO ; Hongliu JIANG ; Xin XU ; Jinli WANG ; Xuping QIAN ; Wei ZHANG ; Tingting ZHENG ; Chunxia YANG ; Xuguang CHEN ; Kun LIU ; Huanhuan JIANG ; Dongxiang QU ; Jia SONG ; Hua CHENG ; Wenfang SUN ; Hanqiu ZHAN ; Xiao LI ; Yafeng WANG ; Aixia WANG ; Li LIU ; Lihua YANG ; Nan ZHANG ; Shumin CHEN ; Jingjing MA ; Wei LIU ; Xiaoxiang DU ; Meiqin ZHENG ; Liyan WAN ; Guangqing DU ; Hangmei LIU ; Pengfei JIN
Acta Pharmaceutica Sinica B 2025;15(1):123-132
Debates persist regarding the efficacy and safety of azvudine, particularly its real-world outcomes. This study involved patients aged ≥60 years who were admitted to 25 hospitals in mainland China with confirmed SARS-CoV-2 infection between December 1, 2022, and February 28, 2023. Efficacy outcomes were all-cause mortality during hospitalization, the proportion of patients discharged with recovery, time to nucleic acid-negative conversion (T NANC), time to symptom improvement (T SI), and time of hospital stay (T HS). Safety was also assessed. Among the 5884 participants identified, 1999 received azvudine, and 1999 matched controls were included after exclusion and propensity score matching. Azvudine recipients exhibited lower all-cause mortality compared with controls in the overall population (13.3% vs. 17.1%, RR, 0.78; 95% CI, 0.67-0.90; P = 0.001) and in the severe subgroup (25.7% vs. 33.7%; RR, 0.76; 95% CI, 0.66-0.88; P < 0.001). A higher proportion of patients discharged with recovery, and a shorter T NANC were associated with azvudine recipients, especially in the severe subgroup. The incidence of adverse events in azvudine recipients was comparable to that in the control group (2.3% vs. 1.7%, P = 0.170). In conclusion, azvudine showed efficacy and safety in older patients hospitalized with COVID-19 during the SARS-CoV-2 omicron wave in China.
6.Effect of Mori Folium-Ginseng Radix et Rhizoma on Glucose and Lipid Metabolism and Mechanism in Mouse Model of Type 2 Diabetes Mellitus
Congyi LIU ; Ning WANG ; Jingjing XU ; Tingting WANG ; Na ZHENG ; Zimeng HUANG ; Lingling QIN ; Lili WU ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):20-28
ObjectiveTo study the effect of the herb pair Mori Folium-Ginseng Radix et Rhizoma (HMG) on glucose and lipid metabolism in the mouse model of type 2 diabetes mellitus and decipher the possible treatment mechanism. MethodsThe db/db mice were chosen as the mouse model of type 2 diabetes mellitus and then treated with HMG at low and high doses (1.56, 3.12 g∙kg-1, respectively) or metformin (0.26 g∙kg-1) by gavage for 6 weeks. The normal group and the model group were treated with double distilled water at the same time according to body weight. The 8-h fasting blood glucose and body weight were measured once a week. The oral glucose tolerance test (OGTT) was conducted at the 6th week of dosing. The mice were sacrificed after the end of dosing. Serum levels of lipids [total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL), and low-density lipoprotein cholesterol (LDL)], liver function indicators [aspartate aminotransferase (AST) and alanine aminotransferase (ALT)], non-esterified fatty acids (NEFA), glycosylated serum protein (GSP), serum glucose (GLU), fasting insulin (FINS), and renal function indicators [creatinine (Crea) and blood urea nitrogen (BUN)] were measured by enzyme-linked immunosorbent assay. The protein levels of peroxidase proliferator-activating receptor gamma (PPARγ), acetyl coenzyme A carboxylase (ACC), and sterol regulatory element-binding protein-1 (SREBP-1) were determined by Western blot. The pathological changes in the liver and pancreas were examined. ResultsCompared with the normal group, the model group presented increased body weight, elevated levels of blood glucose, TG, TC, AST, ALT, GLU, NEFA, GSP, and HDL-C, up-regulated protein levels of ACC and SREBP-1, and down-regulated protein level of PPARγ (P<0.01). Meanwhile, the model group presented a large amount of lipid droplets and steatosis in the liver, as well as karyopyknosis and lymphocyte infiltration in the pancreas. Compared with the model group, the high- and low-dose HMG groups showed decreased body weight, declined levels of blood glucose, TG, TC, AST, ALT, GLU, NEFA, and GSP, and elevate level of HDL-C (P<0.05, P<0.01). Moreover, the two groups showcased reduced lipid droplets and steatosis in the liver, as well as enlarged islets with clear boundaries and alleviated lymphocyte infiltration and karyopyknosis. Western blot results showed that the high-dose herb pair group demonstrated down-regulated protein levels of ACC and SREBP-1 and up-regulated protein level of PPARγ (P<0.01). ConclusionThe HMG can effectively improve the glucose and lipid metabolism in db/db mice by regulating the expression of PPARγ, SREBP-1, and ACC.
7.Analysis on correlation between serum pro-inflammatory cytokines and muscle mass in elderly patients with sarcopenic obesity and diabetes
Di QIN ; Lihong HUAGN ; Qingshuang ZHENG ; Jingjing SUN ; Weimin XU
Journal of Jilin University(Medicine Edition) 2025;51(5):1293-1302
Objective:To discuss the relationship between three proinflammatory factors and muscle mass(MM)in the elderly patients with sarcopenic obesity and diabetes,and to provide theoretical basis for the development of clinical treatment protocols in the elderly patients with sarcopenic obesity and diabetes.Methods:The elderly patients with diabetes who visited our hospital from January 2021 to May 2023 were selected,including 41 patients with obesity and diabetes(OD group)and 46 patients with sarcopenic obesity and diabetes(SOD group);80 healthy subjects(control group)and 62 subjects with simple obesity(SO group)who underwent physical examination in our hospital during the same period were included.The clinical data of the subjects in four groups were compared,and the correlations between proinflammatory factors and MM and fat mass(FM)were analyzed.All the subjects were divided into sarcopenia group and normal group based on the presence of sarcopenia.Logistic regression model was used to analyze the independent influencing factors of sarcopenia;receiver operating characteristic(ROC)curve was drawn to determine the predictive value of the above factors for sarcopenia.Results:Compared with control group,the body mass index(BMI),FM and body fat percentage(BFP)of the subjects in SOD,OD and SO groups were significantly increased(P<0.05);compared with control group,OD group and SO group,the appendicular skeletal muscle mass(ASM),appendicular skeletal muscle mass index(ASMI)and grip strength(GS)of the subjects in SOD group were significantly decreased(P<0.05),and the levels of serum interleukin-6(IL-6),C-reactive protein(CRP)and tumor necrosis factor-α(TNF-α)were significantly increased(P<0.05).In all the subjects,the IL-6,CRP and TNF-α were negatively correlated with ASMI(r=-0.589,r=-0.621,r=-0.620;P<0.05),and positively correlated with BFP(r=0.252,r=0.221,r=0.147;P<0.05).Compared with normal group,the ASM,ASMI and GS of the subjects in sarcopenia group were significantly decreased(P<0.05),and the levels of serum proinflammatory factors IL-6,CRP and TNF-α were significantly increased(P<0.05).The univariate Logistic regression analysis results showed that IL-6,CRP and TNF-α were the influencing factors of sarcopenia(P<0.05).The multivariate Logistic regression analysis results showed that the increased levels of IL-6 and TNF-α were the independent risk factors for sarcopenia(OR>1,P<0.05).The ROC curve results showed that the area under the curve(AUC)values of IL-6,CRP and TNF-α were all>0.700,indicating that the above indicators had good predictive value for sarcopenia.Conclusion:The increased levels of proinflammatory factors IL-6,CRP and TNF-α are associated with the decrease of MM in the elderly patients with sarcopenic obesity and diabetes,and IL-6 and TNF-α are the independent risk factors for the sarcopenia.
8.Effect of Internet + health coach technology management mode on anticoagulation management and negative emotions in patients with atrial fibrillation
Jia LIU ; Yeping ZHENG ; Xia ZHAO ; Ping WANG ; Jingjing LU
Chinese Journal of Practical Nursing 2025;41(1):7-12
Objective:To analyze the influence of Internet + health coach technology (E-Coach) management mode on anticoagulant management and negative mood in patients with atrial fibrillation, and to provide intervention measures for improving anticoagulant management and alleviating negative mood in patients with atrial fibrillation.Methods:Using single-center randomized control study, 78 patients with atrial fibrillation from June 2022 to June 2023 in the Second Hospital, Jiaxing City by convenience sampling method was divided into intervention group (E-Coach management mode based on routine management) and control group (routine management) by random digits table method, 39 cases in each group. The intervention time was 6 months. The anticoagulant knowledge mastery situation, medication compliance, anxiety and depression scores were evaluated before and after the intervention in the two groups. The number of international normalized ratio (INR) full monitoring, days required for INR to reach the first standard (2.0-3.0), the rate of effective anticoagulation, the number of monitoring after INR≤3, bleeding and thrombosis were compared between the two groups.Results:One case was lost to follow-up in the intervention group, and three cases were lost to follow-up in the control group. The final trial intervention group consisted of 38 cases, while the control group consisted of 36 cases. There were 10 males and 26 females in the control group, aged (57.78 ± 10.50) years old, and 12 males and 26 females in the intervention group, aged (60.16 ± 9.86) years old. There were no significant differences in the anticoagulation knowledge mastery situation, medication compliance, anxiety and depression scores (all P>0.05). After the intervention, the scores of anticoagulation knowledge mastery and medication compliance were (13.68 ± 2.11), (7.39 ± 0.42) points in the intervention group, and (9.08 ± 1.93), (5.91 ± 0.85) points in the control group. There were significant differences between the two groups ( t=-9.77, -9.58, both P<0.01). The depression and anxiety scores were (48.74 ± 7.68), (50.61 ± 6.15) points in the intervention group, and (62.97 ± 9.66), (56.42 ± 7.13) points in the control group. There were significant difference between the two groups ( t=7.04, 3.76, both P<0.01). The number of INR full monitoring, days required for INR to reach the first standard, the rate of effective anticoagulation, and the number of monitoring after INR≤ 3 were (10.42 ± 2.04) times, (6.66 ± 1.70) times, 58.1%(25/38), 2.6%(1/38) in the intervention group, and (7.94 ± 1.76) times, (12.72 ± 2.45) times, 33.3%(12/36), 25.0%(9/36) in the control group. There were significant difference between the two groups ( t= -5.59, 12.45, χ2=4.84, 6.12, all P<0.05). Conclusions:E-Coach management mode effectively improves the anticoagulant management ability of patients with atrial fibrillation and reduces their negative emotions.
9.Impact of fresh and frozen-thawed embryo transfer on pregnancy outcomes in elderly women with DOR
Jingjing XING ; Zheng WANG ; Rong LI ; Li LI
Chinese Journal of Reproduction and Contraception 2025;45(6):591-599
Objective:To investigate the impact of fresh and frozen-thawed embryo transfer on pregnancy outcomes in patients with diminished ovarian reserve (DOR) at an advanced age.Methods:Using a retrospective cohort study design, we enrolled elderly women with DOR who underwent their first in vitro fertilization and embryo transfer (IVF-ET) treatment at Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital between January 2018 and December 2022. Patients were grouped according to the cycle type of their first embryo transfer: a fresh cycle transfer group (group A, n=563) and a frozen-thawed cycle transfer group (group B, n=234). Propensity score matching (PSM, 1∶1) was used to match the baseline characteristics and embryo transfer information of the two groups, resulting in 184 patients in each group. The impact of fresh versus frozen-thawed embryo transfer on reproductive outcomes in elderly DOR patients was analyzed. Results:1) There were no statistically significant differences in general data, ovarian stimulation, and laboratory parameters of embryos between the two groups after PSM (all P>0.05). 2) The clinical pregnancy rate [23.91% (44/184)], the implantation rate [16.55% (48/290)], the ongoing pregnancy rate [16.85% (31/184)], and the live birth rate [16.30% (30/184)] in group A were significantly higher than those in group B [14.67% (27/184), P=0.025; 10.27% (30/292), P=0.026; 9.78% (18/184), P=0.046; 9.24% (17/184), P=0.042], with statistically significant differences. There were no statistically significant differences in miscarriage rate, multiple pregnancy rate, preterm birth rate, gestational age at delivery, and neonatal birth weight between the two groups (all P>0.05). 3) After controlling for confounding factors, frozen-thawed embryo transfer, female age, and the number of transferred quality embryos were independent factors influencing clinical pregnancy ( OR=0.486, 95% CI: 0.275-0.858, P=0.013; OR=0.761, 95% CI: 0.686-0.844, P<0.001; transferring one high-quality embryo OR=5.213, 95% CI: 1.501-18.105, P=0.009; transferring two high-quality embryos OR=8.144, 95% CI: 2.072-32.009, P=0.003) and live birth ( OR=0.468, 95% CI: 0.240-0.916, P=0.027; OR=0.733, 95% CI: 0.645-0.834, P<0.001; transferring one high-quality embryo OR=5.457, 95% CI: 1.218-24.448, P=0.027; transferring two high-quality embryos OR=5.900, 95% CI: 1.132-30.754, P=0.035). 4) After controlling for confounding factors, in transfer cycles of patients older than 40 years, the clinical pregnancy rate in group A [14.46% (12/83)] was significantly higher than that in group B [4.88% (4/82)], with a statistically significant difference ( OR=0.285, 95% CI: 0.086-0.946, P=0.040). In single cleavage-stage embryo transfer cycles, the clinical pregnancy rate [21.79% (17/78)] and the live birth rate [16.67% (13/78)] in group A were significantly higher than those in group B [9.21% (7/76), OR=0.311, 95% CI: 0.113-0.857, P=0.024; 6.58% (5/76), OR=0.468, 95% CI: 0.24-0.916, P=0.027], with both statistically significant differences. In cycles with transfer of only one high-quality embryo, the clinical pregnancy rate [27.66% (26/94)] and the live birth rate [20.21% (19/94)] in group A were significantly higher than those in group B [13.54% (13/96), OR=0.347, 95% CI: 0.157-0.765, P=0.009; 10.42% (10/96), OR=0.407, 95% CI: 0.171-0.968, P=0.042], with both statistically significant differences. Conclusion:Fresh cycle embryo transfer can achieve better reproductive outcomes in elderly women with DOR, especially in patients older than 40 years, in single cleavage-stage embryo transfer cycles, or when only one high-quality embryo is available. Fresh cycle embryo transfer should be prioritized in these situations.
10.Development and validation of a prediction model for bloodstream infection caused by carbapenem-resistant Klebsiella pneumoniae.
Shanshan JIN ; Fangqing ZHOU ; Dongpo WEI ; Jingjing ZHENG ; Changxing CHEN ; Ruilan WANG
Chinese Critical Care Medicine 2025;37(9):822-828
OBJECTIVE:
To develop and validate a predictive model for the risk of bloodstream infection (BSI) caused by carbapenem-resistant Klebsiella pneumoniae (CRKP).
METHODS:
A literature search was conducted in PubMed, Cochrane Library, and Embase databases from inception to July 2022 to identify studies reporting statistically significant risk factors for CRKP-BSI. Relative risks (RR) were extracted and pooled. Based on factor weights, a risk-scoring model was established. For external validation, hospitalized CRKP-infected patients from January 2016 to January 2022 at Shanghai First People's Hospital were included. Clinical data were used to calculate individual risk scores. The predictive accuracy was assessed using receiver operator characteristic curve (ROC curve). Patients were stratified into low-to-intermediate-risk and high-risk groups based on the optimal cut-off, and CRKP BSI incidence was compared between groups.
RESULTS:
The literatures related to the risk factors of CRKP-BSI published from database inception to July 2022 was retrieved and screened from PubMed, Cochrane Library, and Embase. Fourteen risk factors were included in the scoring model: cardiovascular disease, severe neutropenia or immunosuppression, intensive care unit (ICU) stay history, prior hospitalization, carbapenem exposure, aminoglycoside exposure, antifungal exposure, endotracheal intubation or tracheostomy, mechanical ventilation, hemodialysis, central venous catheter, indwelling urinary catheter, CRKP colonization, and Klebsiella pneumoniae positivity at non infection sites. The total score ranged from 0 to 173.5 points. In the validation cohort of 230 CRKP-infected patients, 41 developed CRKP BSI. The model yielded an area under the curve (AUC) of 0.783 (95%CI was 0.689-0.876). The optimal cut off was 81.25 points, with sensitivity of 75.6% and specificity of 81.0%. Based on this cut off, 163 patients were categorized as low-to-intermediate risk and 67 patients as high risk. The incidence of CRKP BSI in the high-risk group was significantly higher than in the low-to-intermediate-risk group [64.2% (43/67) vs. 4.9% (8/163); RR = 13.175 (95%CI was 5.920-29.319), P < 0.001].
CONCLUSIONS
The model, based on 14 routinely available clinical parameters, demonstrated good performance in predicting CRKP BSI risk and may assist clinicians in early identification of high risk patients.
Humans
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Klebsiella pneumoniae/drug effects*
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Klebsiella Infections/microbiology*
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Carbapenems/pharmacology*
;
Risk Factors
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Bacteremia/microbiology*
;
ROC Curve
;
Carbapenem-Resistant Enterobacteriaceae


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