1.Modified calcaneal plate combined with suture anchors in treatment of comminuted fracture of split-type greater tuberosity of humerus(Liu-Gang type IV)
Gang LIU ; Baolu ZHANG ; Ruichen LI ; Xiaomei HOU ; Hong LUO ; Canhao LAI ; Qingyuan LI ; Xia LIANG ; Dingsu BAO ; Shijie FU ; Shengqiang ZENG
Chinese Journal of Tissue Engineering Research 2024;28(24):3855-3861
BACKGROUND:Numerous scholars have previously researched certain greater tuberosity fractures and the procedures used to treat them.Few researchers,however,have studied the comminuted split fracture of the greater tuberosity of the humerus(Liu-Gang type IV)with rotator cuff tear in great detail. OBJECTIVE:To compare the clinical therapeutic effect of open repair position modified calcaneal plate combined with suture anchors and proximal humeral internal locking system(PHILOS)plate in the treatment of comminuted fracture of split-type greater tuberosity of humerus combined with rotator cuff tears(Liu-Gang type IV). METHODS:Case data of 30 patients with comminuted fracture of split-type greater tuberosity of humerus combined with rotator cuff tears(Liu-Gang type IV)from May 2012 to May 2022 were retrospectively analyzed.They were divided into the modified calcaneal plate combined with suture anchor group(group A)and the PHILOS with#2 Johnson group(group B),with 15 cases in each group.Intraoperative blood loss,surgical time,and incision length of all patients were recorded.Pain visual analog scale score,Constant-Murley score,as well as shoulder joint abduction,forward flexion,external rotation,and dorsal expansion activities during the last follow-up(>1 year)were evaluated. RESULTS AND CONCLUSION:(1)The surgical incision length and operation time were shorter,and blood loss was less in group A than those in group B(P<0.05).(2)No significant difference in visual analog scale score and Constant-Murley score was detected between the two groups(P>0.05).(3)During the last follow-up,forward flexion in group A was better than that in group B(P<0.05).No significant difference in abduction,external rotation,and dorsal expansion was determined between group A and group B(P>0.05).(4)In terms of complications,there was 1 case of shoulder joint pain and discomfort in group A(7%),2 cases of subacromial impingement syndrome,2 cases of upward movement of nodules,and 2 cases of shoulder joint pain(40%)in group B.There were significant differences in complication rates between the two groups(P=0.031).(5)In summary,the modified calcaneal plate combined with suture anchors in the treatment of comminuted fracture of split-type greater tuberosity of humerus combined with rotator cuff tears(Liu-Gang type IV)could better restore the forward flexion function of the shoulder joint and has a small incision,less blood loss,shorter operation time and fewer complications.
2.Mizagliflozin inhibits proliferation and fibrosis of autosomal dominant polycystic kidney cells by inhibiting function of sodium-glucose cotransporter 1
Wenyu LIU ; Shuangcheng WU ; Tianchen ZHANG ; Lili FU ; Liangyu XIE ; Wanqian HU ; Shengqiang YU
Academic Journal of Naval Medical University 2024;45(11):1343-1351
Objective To investigate the role of sodium-glucose cotransporter 1(SGLT1)inhibitor mizagliflozin(MIZA)in autosomal dominant polycystic kidney disease(ADPKD).Methods Western blotting,quantitative polymerase chain reaction(qPCR),and immunofluorescence staining were used to determine the expression and distribution of SGLT1 in kidney tissues of PKD1-/-and PKD1+/+mice,human renal cancer adjacent tissue and ADPKD tissue.Renal cyst lining epithelial cells OX161 and renal tubular epithelial cells UCL93 were treated with MIZA,incubated at 37℃for 24,48,and 72 h,and then were subjected to methyl thiazolyl tetrazolium and colony formation assay to observe cell proliferation.The qPCR method was used to determine the mRNA levels of collagen 1α1,collagen 3α1,and fibronectin 1 in OX161 cells treated with 100 μmol/L MIZA for 48 h.The Madin-Darby canine kidney(MDCK)cell 3D cyst formation assay verified the effect of MIZA on cyst formation.The mRNA-seq technology was used to detect differentially expressed genes between UCL93 cells and OX161 cells,and between OX161 cells and OX161 cells treated with 100 μmol/L MIZA for 48 h,and then the differentially expressed genes were analyzed with Kyoto Encyclopedia of Genes and Genomes(KEGG)enrichment analysis.Results The expression level of SGLT1 was significantly increased in the tissues of ADPKD patients and PKD1-/-mice compared to those in normal kidney tissues(P<0.05,P<0.01).Immunofluorescence staining revealed that SGLT1 was mainly expressed in the cystic lining epithelial cells.Additionally,MIZA inhibited the proliferation and fibrosis of polycystic kidney cells in a concentration-and time-dependent manner,and also inhibited cyst formation in 3D formation assay in vitro.The mRNA-seq analysis and KEGG enrichment analysis showed that differentially expressed genes between OX161 cells and OX161 cells cultured in 100 μmol/L MIZA for 48 h were mainly enriched in the phosphatidylinositol 3-kinase(PI3K)-protein kinase B(Akt)and mitogen-activated protein kinase(MAPK)signaling pathways,which were the same as those between OX161 cells and UCL93 cells.Conclusion The SGLT1 inhibitor MIZA may inhibit the proliferation and fibrosis of polycystic kidney cells through signaling pathways such as PI3K-Akt and MAPK,delaying the growth of polycystic kidney,and it is a potential therapeutic target for ADPKD.
3.Exploration on innovative education model of the integration of medicine and science for applied psychology major in medical colleges under the background of "New Medicine"
Xinyan MA ; Yanmin PU ; Yutong YING ; Herui SHANG ; Shengqiang CHEN ; Sha LIU ; Xueqin ZHANG
Chinese Journal of Medical Education Research 2024;23(7):877-881
The construction of "New Medicine" is the leader of the innovative development of medical education in China in the new era. Strengthening the cross-integration of medicine and science is helpful to promote the training of top-notch interdisciplinary innovative talents under the multidisciplinary background of "Medicine + X". The applied psychology major in medical colleges has unique advantages in education and teaching resources. How to combine the advantages to construct the education model of the integration of medicine and science is still in the exploration stage. This paper analyzes the current situation of talent training of the applied psychology major in medical colleges and the new requirements for discipline-major construction under the background of "New Medicine" construction, demonstrates the measures to strengthen the deep integration of medicine and science from the aspects of curriculum system setting, teacher team construction, practice teaching, and teaching method reform, and puts forward the innovative education model of the integration of medicine and science in applied psychology-medicine interdisciplinary training.
4.Research progress of screening tools for palliative care needs in emergency patients before referral at home and abroad
Xuefei WU ; Shengqiang ZOU ; Chunhua GE ; Changfeng MAN ; Jiahui LI ; Jing XIE ; Xiyang LIU
Chinese Journal of Nursing 2024;59(14):1786-1793
The timely use of screening tools to assess the palliative care needs of emergency patients can provide decision-making basis for patient referral and help patients receive palliative care in a timely manner.This paper reviews the palliative care needs screening tools for emergency patients at home and abroad,describes their development methods,scoring criteria and application status,compares and analyzes their characteristics and shortcomings.It aims to provide references for the localized development and application of palliative care needs screening tools in emergency patients.
5.Effect and Mechanism of Qixian Tongluo Formula on Contralateral Corticospinal Tract Remodeling and Motor Functional Recovery in Rats with Cerebral Infarction
Shengqiang ZHOU ; Dahua WU ; Bo LI ; Yanjun CHEN ; Jia HUANG ; Qi WANG ; Wen ZENG ; Lingjuan TAN ; Yihui DENG ; Fang LIU
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(9):1319-1328
Objective To observe the effect of Qixian Tongluo Formula on contralateral corticospinal tract(CST)remodeling and motor functional recovery in rats with cerebral infarction,and to explore its potential molecular mechanism from the perspective of regulating factors related to never remodeling.Methods The rat middle cerebral artery occlusion(MCAO)model was established by silk thread ligation.Fifty model rats were randomly divided into model group,citicoline group(0.054 g·kg-1),Qixian Tongluo Formula low-,medium-and high-dose(7.83,15.66,31.32 g·kg-1)groups,and sham operation group,with 10 rats in each group.The intervention administration was started on the 3rd day after operation once a day for 26 consecutive days.On the 3rd,14th and 28th day after operation,the gross motor function was evaluated by Longa score,and the fine motor function was evaluated by beam-walking test(BWT)score.The contralateral motor cortex was injected with the nerve tracer biotin dextran amine(BDA)on the 14 th day after operation to anterogradely trace the CST.On the 28th day after operation,the expression of axonal growth associated protein-43(GAP-43)and BDA positive fibers in the contralateral motor cortex and cervical spinal cord were detected by immunohistochemistry.The co-localization areas of BDA positive fibers and presynaptic marker protein vesicular glutamate transporter 1(VGLUT1)in the cervical spinal cord gray matter were detected by immunofluorescence.The expressions of brain-derived neurotrophic factor(BDNF),glial cell-derived neurotrophic factor(GDNF),nerve growth factor(NGF)and nerve remodeling-associated inhibitory factor[Nogo-A,oligodendrocyte myelin glycoprotein(OMgp)and myelin-associated glycoprotein(MAG)]in the contralateral motor cortex were detected by Western Blot.Pearson correlation analysis was used to analyze the correlation between Longa score or BWT score and BDA/VGLUT1 co-localization area,respectively.Results Compared with the sham operation group,rats in the model group had obvious symptoms of motor function deficits,and the Longa scores were significantly increased(P<0.01)and the BWT scores were significantly decreased(P<0.05,P<0.01)at each time point.The expression of GAP-43 in the contralateral motor cortex and cervical spinal cord was up-regulated(P<0.05),the number of edge-crossing fibers from the posterior funiculus in cervical cord was increased(P<0.05),the co-localization area of BDA/VGLUT1 in the gray matter of the cervical spinal cord was increased(P<0.05),the expressions of BDNF,GDNF and NGF in the contralateral motor cortex were up-regulated(P<0.05),while the expressions of Nogo-A,OMgp and MAG were down-regulated(P<0.05).Compared with the model group,the Longa scores in each administration group on the 14th and 28th day after MCAO operation were significantly decreased(P<0.01),the BWT scores were significantly increased(P<0.01),the expression of GAP-43 in the contralateral motor cortex and cervical spinal cord was significantly up-regulated(P<0.01).The number of edge-crossing fibers from the posterior funiculus in cervical cord was significantly increased(P<0.01),the co-localization area of BDA/VGLUT1 in the gray matter of the cervical spinal cord was significantly increased(P<0.01).The expressions of BDNF,GDNF and NGF in the contralateral motor cortex were significantly up-regulated(P<0.01,P<0.05),while the expressions of Nogo-A,OMgp and MAG were significantly down-regulated(P<0.05),and the most significant effect was observed in the high dose group.The Longa score was negatively correlated with the co-localization area of BDA/VGLUT1(r=-0.89,P<0.01),and the BWT score was positively correlated with the co-localization area of BDA/VGLUT1(r=0.84,P<0.01).Conclusion Qixian Tongluo Formula can improve motor function through promoting contralateral CST remodeling in MCAO rats after cerebral infarction,and the molecular mechanism may be related to the regulation of the expression of nerve remodeling-associated factor in the contralateral motor cortex.
6.A comparative study of three internal fixation techniques for split fractures of humeral greater tuberosity
Gang LIU ; Hong LUO ; Baolu ZHANG ; Weili TANG ; Yang LIU ; Bo QIN ; Kai DENG ; Shengqiang ZENG ; Dingsu BAO ; Shijie FU
Chinese Journal of Orthopaedic Trauma 2023;25(5):407-414
Objective:To compare the clinical effectiveness between arthroscopic hollow screws combined with a suture anchor, hollow screws and proximal humerus internal locking system (PHILOS) in the treatment of split-type fractures of humeral greater tuberosity.Methods:A retrospective study was conducted to analyze the 54 patients with split-type fracture of humeral greater tuberosity who had been admitted to Department of Joint Surgery, Hospital of Traditional Chinese Medicine, Affiliated to Southwest Medical University from May 2015 to August 2020. There were 17 males and 37 females with an age of (58.4±12.1) years. According to different treatment methods, they were divided into 3 groups. Group A of 18 cases was treated with arthroscopic hollow screws combined with a suture anchor, group B of 18 cases with hollow screws, and group C of 18 cases with PHILOS. The length of surgical incision, and range of shoulder motion, visual analogue scale (VAS), and American Shoulder and Elbow Surgeons (ASES) score at the last follow-up were recorded and compared between the 3 groups.Results:There was no statistically significant difference in the preoperative general information between the 3 groups, indicating the 3 groups were comparable ( P>0.05). The surgical incision in group A [(0.7±0.1) cm] was the shortest, followed by (5.0±1.4) cm in group B, and (12.8±2.1) cm in group C, showing statistically significant differences in pairwise comparison ( P<0.05). In the 3 groups at the last follow-up, respectively, the shoulder forward flexion was 159.7°±13.4°, 154.9°±16.2°, and 160.5°±12.9°, and the shoulder abduction 149.6°±11.3°, 142.4°±12.0°, and 145.1°±10.4°, showing no statistically significant difference among the 3 groups ( P>0.05); the external rotation was 41.1°±8.1°, 38.1°±7.8° and 43.7°±6.2°, showing a statistically significant difference between groups B and C ( P<0.05); the dorsal extension was T 12 (L 5 to T 6), T 12 (L 5 to T 7), and T 12 (L 3 to T 6), showing no statistically significant difference among the 3 groups ( P>0.05). There was no statistically significant difference among the 3 groups in the VAS score or ASES score at the last follow-up ( P>0.05). Respectively, there were 2, 6, and 4 patients in groups A, B and C who developed complications, showing statistically significant differences between the 3 groups ( P<0.05). Conclusions:In the treatment of split fractures of humeral greater tuberosity, arthroscopic hollow screws combined with a suture anchor, hollow screws and PHILOS can all relieve pain and restore joint function of the shoulder. However, arthroscopic hollow screws combined with a suture anchor are the most recommendable due to their advantages in minimally invasiveness and reduction in complications.
7.Impact of different diagnostic criteria for assessing mild micro-hepatic encephalopathy in liver cirrhosis: an analysis based on a prospective, multicenter, real-world study
Xiaoyan LI ; Shanghao LIU ; Chuan LIU ; Hongmei ZU ; Xiaoqing GUO ; Huiling XIANG ; Yan HUANG ; Zhaolan YAN ; Yajing LI ; Jia SUN ; Ruixin SONG ; Junqing YAN ; Qing YE ; Fei LIU ; Lei HUANG ; Fanping MENG ; Xiaoning ZHANG ; Shaoqi YANG ; Shengjuan HU ; Jigang RUAN ; Yiling LI ; Ningning WANG ; Huipeng CUI ; Yanmeng WANG ; Chuang LEI ; Qinghai WANG ; Hongling TIAN ; Zhangshu QU ; Min YUAN ; Ruichun SHI ; Xiaoting YANG ; Dan JIN ; Dan SU ; Yijun LIU ; Ying CHEN ; Yuxiang XIA ; Yongzhong LI ; Qiaohua YANG ; Huai LI ; Xuelan ZHAO ; Zemin TIAN ; Hongji YU ; Xiaojuan ZHANG ; Chenxi WU ; Zhijian WU ; Shengqiang LI ; Qian SHEN ; Xuemei LIU ; Jianping HU ; Manqun WU ; Tong DANG ; Jing WANG ; Xianmei MENG ; Haiying WANG ; Zhenyu JIANG ; Yayuan LIU ; Ying LIU ; Suxuan QU ; Hong TAO ; Dongmei YAN ; Jun LIU ; Wei FU ; Jie YU ; Fusheng WANG ; Xiaolong QI ; Junliang FU
Chinese Journal of Hepatology 2023;31(9):961-968
Objective:To compare the differences in the prevalence of mild micro-hepatic encephalopathy (MHE) among patients with cirrhosis by using the psychometric hepatic encephalopathy score (PHES) and the Stroop smartphone application (Encephal App) test.Methods:This prospective, multi-center, real-world study was initiated by the National Clinical Medical Research Center for Infectious Diseases and the Portal Hypertension Alliance and registered with International ClinicalTrials.gov (NCT05140837). 354 cases of cirrhosis were enrolled in 19 hospitals across the country. PHES (including digital connection tests A and B, digital symbol tests, trajectory drawing tests, and serial management tests) and the Stroop test were conducted in all of them. PHES was differentiated using standard diagnostic criteria established by the two studies in China and South Korea. The Stroop test was evaluated based on the criteria of the research and development team. The impact of different diagnostic standards or methods on the incidence of MHE in patients with cirrhosis was analyzed. Data between groups were differentiated using the t-test, Mann-Whitney U test, and χ2 test. A kappa test was used to compare the consistency between groups. Results:After PHES, the prevalence of MHE among 354 cases of cirrhosis was 78.53% and 15.25%, respectively, based on Chinese research standards and Korean research normal value standards. However, the prevalence of MHE was 56.78% based on the Stroop test, and the differences in pairwise comparisons among the three groups were statistically significant (kappa = -0.064, P < 0.001). Stratified analysis revealed that the MHE prevalence in three groups of patients with Child-Pugh classes A, B, and C was 74.14%, 83.33%, and 88.24%, respectively, according to the normal value standards of Chinese researchers, while the MHE prevalence rates in three groups of patients with Child-Pugh classes A, B, and C were 8.29%, 23.53%, and 38.24%, respectively, according to the normal value standards of Korean researchers. Furthermore, the prevalence rates of MHE in the three groups of patients with Child-Pugh grades A, B, and C were 52.68%, 58.82%, and 73.53%, respectively, according to the Stroop test standard. However, among the results of each diagnostic standard, the prevalence of MHE showed an increasing trend with an increasing Child-Pugh grade. Further comparison demonstrated that the scores obtained by the number connection test A and the number symbol test were consistent according to the normal value standards of the two studies in China and South Korea ( Z = -0.982, -1.702; P = 0.326, 0.089), while the other three sub-tests had significant differences ( P < 0.001). Conclusion:The prevalence rate of MHE in the cirrhotic population is high, but the prevalence of MHE obtained by using different diagnostic criteria or methods varies greatly. Therefore, in line with the current changes in demographics and disease spectrum, it is necessary to enroll a larger sample size of a healthy population as a control. Moreover, the establishment of more reliable diagnostic scoring criteria will serve as a basis for obtaining accurate MHE incidence and formulating diagnosis and treatment strategies in cirrhotic populations.
8.Effect of respiratory mechanics-guided sedation strategy on diaphragm function in mechanical ventilated patients with chronic obstructive pulmonary disease
Zhen LIU ; Suqiu MENG ; Yang WU ; Maoling LIANG ; Qibiao SHI ; Shengqiang YANG
Chinese Critical Care Medicine 2022;34(7):699-703
Objective:To investigate the effects of respiratory mechanics-guided sedation strategy on diaphragm function in chronic obstructive pulmonary disease (COPD) patients treated with mechanical ventilation (MV).Methods:A prospective study was conducted. Patients with acute exacerbation of chronic obstructive pulmonary disease (AECOPD) received invasive MV who were admitted to the Affiliated Huxi Hospital of Jining Medical University from May 2020 to May 2021 were enrolled. The patients were divided into observational group and control group by random number table method. All patients were intubated for MV, and received bronchodilators, glucocorticoid, anti-infectives, expectorant, nutritional support, analgesia and sedation. The sedatives were dexmedetomidine combined with propofol, and the analgesics were sufentanil in both groups. Respiratory mechanics monitoring was performed every 6 hours in the observational group, and the depth of sedation was adjusted according to the parameters of respiratory mechanics: when airway resistance (Raw) > 20 cmH 2O·L -1·s -1, deep sedation was given to maintain Richmond agitation-sedation scale (RASS) ≤ -3; when the Raw was 10-20 cmH 2O·L -1·s -1, the initial depth of sedation maintained to reach the RASS score of -2-0; when Raw < 10 cmH 2O·L -1·s -1, withdrawn the sedation, or given light sedation, and maintained the RASS score of -2-0. While the control group received light sedation. The patients' diaphragmatic excursions (DE) was measured by bedside ultrasound, tidal volume (VT) and respiratory rate (RR) were recorded, and the diaphragmatic rapid shallow breathing index (D-RSBI, D-RSBI = RR/DE) and diaphragmatic excursion efficiency (DEE, DEE = VT/DE) were calculated. The differences in DE, D-RSBI, and DEE before and 3 days and 5 days of treatment between the two groups were compared. The difference in the RASS score within 3 days of sedation between the two groups was compared. The differences in the duration of MV and 28-day mortality between the two groups were compared. Results:A total of 96 patients were selected. Six patients were excluded due to delirium or the duration of MV shorter than 3 days. Finally, 90 patients were enrolled, with 46 in the observational group, and 44 in the control group. There were no statistically significant differences in DE, D-RSBI or DEE before treatment between the two groups. After treatment, D-RSBI in both groups was gradually decreased, and DEE was gradually increased with time. The D-RSBI at 3 days and 5 days of treatment in the observational group were significantly lower than those in the control group (times·min -1·mm -1: 1.73±0.48 vs. 1.96±0.35 at 3 days, 1.45±0.64 vs. 1.72±0.40 at 5 days, both P < 0.05), and DEE were significantly higher than those in the control group (mL/mm: 19.7±4.3 vs. 17.1±3.9 at 3 days, 25.8±5.6 vs. 22.9±5.4 at 5 days, both P < 0.05). There was no significant difference in DE at all time points between the two groups. The RASS scores within 2 hours of sedation in the observational group were significantly lower than those in the control group (1 day: -3.78±0.92 vs. -2.34±0.68, 2 days: -2.87±1.04 vs. -2.43±0.79, both P < 0.05), while no statistical difference at 3 days was found between the two groups. The duration of MV in the observational group was significantly shorter than that in the control group (days: 5.78±2.01 vs. 6.84±2.27, P < 0.05). One patient died in each of the control group and the observational group, and there was no significant difference in the 28-day mortality between the two groups (2.3% vs. 2.2%, P > 0.05). Conclusion:For AECOPD patients undergoing MV, respiratory mechanics-guided sedation strategy can reduce D-RSBI, increase DEE, shorten the duration of MV, and have a certain protective effect on the diaphragm.
9.Establishment of nomogram model for the risk factors of cerebral hemorrhage in young people
Shengqiang FAN ; Min XIAN ; Changchao WANG ; Xiaoyue HU ; Yuzhi WANG ; Junpu ZHANG ; Xianghui LIU
Clinical Medicine of China 2022;38(5):435-441
Objective:To explore the common risk factors of intracerebral hemorrhage(ICH) in young people and to establish a predictive model of nomogram.Methods:The relevant data of young patients with ICH (≤45 years ) hospitalized in the Department of Neurosurgery of Dezhou people's Hospital from January 2014 to August 2021 were retrospectively studied, and the young group who underwent physical examination in the Physical Examination Center of Dezhou people's Hospital at the same time were randomly selected as the control group. Analyze the risk factors that may affect cerebral hemorrhage in young people, screen the risk factors with statistical differences through single factor analysis, screen the independent risk factors according to multi factor Logistic regression analysis, construct the risk nomogram model of cerebral hemorrhage in young people, and test the efficiency, goodness of fit and benefit of the constructed model through internal validation.Results:Compared with the control group, there were statistically significant differences in family history (χ 2=115.66, P<0.001), hypertension grade( Z=17.67, P<0.001), smoking history (χ 2=33.91, P<0.001), drinking grade ( Z=4.84, P<0.001), body mass index (BMI) ( t=11.76, P<0.001), low density lipoprotein ( t=4.78, P<0.001), high density lipoprotein cholesterol ( t=5.83, P<0.001),blood glucose ( Z=5.68, P<0.001) and homocysteine ( Z=2.22, P<0.001) in the case group. Binary Logistic regression analysis showed that hypertension grade ( OR=3.457, 95%CI: 2.809-4.254, P<0.001), family history ( OR=2.871, 95%CI:1.868-4.413, P<0.001), BMI ( OR=1.093, 95%CI:1.040-1.148, P<0.001), high density lipoprotein cholesterol ( OR=0.230, 95%CI:0.111-0.480, P<0.001), blood glucose ( OR=3.457, 95%CI:2.809-4.254, P<0.001), homocysteine (O R=3.457, 95%CI:2.809-4.254, P<0.001) was an independent risk factor for intracerebral hemorrhage in young adults. The nomogram prediction model showed that BMI was 96 points, hypertension grade was 100 points, family history was 30 points, high density lipoprotein cholesterol was 76 points, homocysteine was 48 points, blood glucose was 52 points,homocysteine was 48 points and blood glucose was 52 points, respectively. The consistency coefficient of the prediction model was 0.874. The nomogram dependent ROC curve AUC was 0.891, and the corresponding sensitivity and specificity were 74.5% (263/353) and 89.7% (437/487), respectively, a nomogram model was established with good diagnostic efficiency. Conclusion:The nomogram model established in this study can predict the probability of intracerebral hemorrhage in high-risk population, and take intervention measures as early as possible to prevent the occurrence of intracerebral hemorrhage in young people.
10.Establishment and application of a risk prediction model for ICU acquired weakness
Zhuyue JIANG ; Shengqiang ZOU ; Jiaming HU ; Li CHEN ; Yaji YAO ; Xiaoxin YAN ; Jinhan LIU
Chinese Journal of Practical Nursing 2021;37(11):807-812
Objective:To analyze the risk factors of Intensive Care Unit-Acquired Weakness, and to develop and verify the model.Methods:A total of 247 patients admitted to ICU patients from November 2018 to October 2019 were selected, and risk factors between ICU acquired weakness group ( n=106) and non-ICU acquired weakness group( n=141)were compared using logistic regression for model construction.The Hosmer-Lemeshow test was used to verify the goodness of fit of the model. The area under the ROC curve was used to test the model to predict the effects. From November 2019 to May 2020, 106 patients were recruited for application of the model. Results:The incidence of ICU acquired weakness in this study was 42.91%(106/247), and 44.34%(47/106),the study finally included age ( OR=1.043) ,mechanical ventilation time ( OR=1.140) , APACHE II score ( OR=1.081) , blood sugar ( OR=1.117) , lactic acid( OR=1.459) ,and neuromuscular blockers ( OR=3.499) to construct the risk prediction. The model formula was P=1/1+exp (- Z) =1/1+exp (8.808-0.042×age -1.252×neuromuscular blockers-0.078×APACHE II score -0.110×blood sugar -0.378×lactic acid -0.131×mechanical ventilation time. The area under the ROC curve of this model was 0.896 (95% CI: 0.824-0.914) , the maximum value of the Youden index was 0.577, and the corresponding sensitivity was 0.754,the specificity was 0.823,the cutoff value was 0.503. The model verification results the sensibility of 70.2%, the specificity of 88.1%, and the accuracy of 80.2%. Conclusion:The predictic model of ICU acquired weakness couducted in this study has satisfactory prediction effect, which can provide a reference for clinical screening of high-risk patients.

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