Objective To analyze the hot spot and future application trend of artificial intelligence technology in the field of intensive care medicine. Methods The CNKI, WanFang Data, VIP and Web of Science core collection databases were electronically searched to collect the related literature about the application of artificial intelligence in the field of critical medicine from January 1, 2013 to December 31, 2022. Bibliometrics was used to visually analyze the author, country, research institution, co-cited literature and key words. Results A total of 986 Chinese articles and 4 016 English articles were included. The number of articles published had increased year by year in the past decade, and the top three countries in English literature were China, the United States and Germany. The predictive model and machine learning were the most frequent key words in Chinese and English literature, respectively. Predicting disease progression, mortality and prognosis were the research focus of artificial intelligence in the field of critical medicine. ConclusionThe application of artificial intelligence in the field of critical medicine is on the rise, and the research hotspots are mainly related to monitoring, predicting disease progression, mortality, disease prognosis and the classification of disease phenotypes or subtypes.
ObjectiveTo investigate the effect of continuous occupational therapy (OT) on the life satisfaction of patients with spinal cord injury (SCI). MethodsFifty-two SCI patients treated in Department of Rehabilitation at People’s Hospital of Mianzhu City between 2008 and 2010 were randomly assigned into two groups with 26 patients in each. Patients in the trial group received OT and rehabilitation nursing both in hospital and after being discharged from hospital, whereas patients in the control group only received treatment in hospital. Life satisfaction was assessed when patients were discharged from hospital and 21 months later. ResultsThe patients were treated for an average of 12 weeks in hospital before being discharged. Twenty-six questionnaires were given out to the patients when they were discharged from hospital, and another 26 were given 21 months later. All the questionnaires were retrieved, with a retrieval rate of 100%. The life satisfaction scores between the trial and control groups were not different from each other when the patients were discharged from hospital (P>0.05). The trial group was more satisfied with their life 21 months after being discharged from hospital (P<0.05). The life satisfaction scores of the control group were not changed (P>0.05). The trial group had higher life satisfaction than the control group 21 months after being discharged (P<0.05). ConclusionContinuous OT instruction on patients can increase their life satisfaction, and the rehabilitation effect of patients is better than rehabilitation intervention at a certain stage.
ObjectiveTo investigate the regulatory effect of resveratrol (RES) on the extracellular matrix (ECM) expression of nucleus pulposus cells (NPC), and its relative molecular mechanism.MethodsTen patients receiving discectomy were collected, of which 5 patients were young with spinal burst fracture, classified as control group; the rest 5 patients were senile with lumbar disc herniation, classified as degenerative group. The nucleus pulposus tissue of 2 groups were collected, the in situexpression of β-catenin was detected by immunohistochemistry, and the protein expressions of collagen type Ⅱ and Aggrecan were detected by Western blot. The NPC were isolated and cultured from degenerative nucleus pulposus tissues. RES treated the third-passage NPC with (group B) or without IL-1β (group C), to further determine the protein expressions of collagen type Ⅱ and Aggrecan by Western blot, the unstimulated cells were set up as blank control group (group A). Moreover, NPC treated with small interfering RNA (siRNA) targeted silent SIRT1 or β-catenin were used to determine the protein and gene expressions of β-catenin and SIRT1 by Western blot and real-time fluorescence quantitative PCR. In addition, the third-passage NPC treated with complete medium (group 1), IL-1β (group 2), RES+IL-1β (group 3), and SIRT1-siRNA+RES+IL-1β (group 4) for 24 hours were used to detect the nuclear translocation of β-catenin by cell immunofluorescence staining. Finally, the third-passage NPC treated with complete medium (group Ⅰ), IL-1β (group Ⅱ), IL-1β+β-catenin-siRNA (group Ⅲ), IL-1β+RES (group Ⅳ), and IL-1β+RES+SIRT1-siRNA (group Ⅴ) for 24 hours were used to detect the protein expressions of collagen type Ⅱ and Aggrecan by Western blot.ResultsImmunohistochemical staining and Western blot detection showed that when compared with control group, the cell proportion of expression of β-catenin were significantly increased in degenerative group (t=4.616, P=0.010); the protein expression of β-catenin was also significantly increased and the protein expressions of collagen type Ⅱ and Aggrecan were significantly decreased (P<0.05). In cytology experiments, the protein expression of β-catenin in group B was significantly higher than that in groups A and C, and the protein expressions of collagen type Ⅱ and Aggrecan in group B were significantly lower than those in groups A and C (P<0.05). After transfection of siRNA, the protein expressions of SIRT1 and β-catenin significantly decreased (P<0.05). The results of cell immunofluorescence staining further confirmed that when compared with group 3, after the SIRT1 was silenced by siRNA in group 4, the attenuated nuclear translocation of β-catenin by RES treatment was aggravated. Western blot results showed that the protein expressions of collagen type Ⅱ and Aggrecan in group Ⅱ were significantly lower than those in group Ⅰ(P<0.05); after transfection of β-catenin-siRNA in group Ⅲ, the degradation of ECM by IL-1β was obviously inhibited, the protein expressions of collagen type Ⅱ and Aggrecan were significantly increased when compared with group Ⅱ (P<0.05); after transfection of SIRT1-siRNA in group Ⅴ, the protective effect of RES on the degradation of ECM was inhibited, the protein expressions of collagen type Ⅱ and Aggrecan were significantly decreased when compared with group Ⅳ (P<0.05).ConclusionRES regulates the ECM expression of NPC via Wnt/β-catenin signaling pathway, which provide a new idea for intervertebral disc degeneration disease treatment.
In existing vascular interventional surgical robots, it is difficult to accurately detect the delivery force of the catheter/guidewire at the slave side. Aiming to solve this problem, a real-time force detection system was designed for vascular interventional surgical (VIS) robots based on catheter push force. Firstly, the transfer process of catheter operating forces in the slave end of the interventional robot was analyzed and modeled, and the design principle of the catheter operating force detection system was obtained. Secondly, based on the principle of stress and strain, a torque sensor was designed and integrated into the internal transmission shaft of the slave end of the interventional robot, and a data acquisition and processing system was established. Thirdly, an ATI high-precision torque sensor was used to build the experimental platform, and the designed sensor was tested and calibrated. Finally, sensor test experiments under ideal static/dynamic conditions and simulated catheter delivery tests based on actual human computed tomography (CT) data and vascular model were carried out. The results showed that the average relative detection error of the designed sensor system was 1.26% under ideal static conditions and 1.38% under ideal dynamic stability conditions. The system can detect on-line catheter operation force at high precision, which is of great significance towards improving patient safety in interventional robotic surgery.
CDKL5 deficiency disorder (CDD), also known as developmental epileptic encephalopathy, is a rare X-linked dominant disease of the nervous system. Its main clinical manifestations include: uncontrollable seizures, cognitive impairment, motor retardation, visual impairment, sleep disorders, gastrointestinal impairment, autonomic nervous dysfunction, and autistic like manifestations. Its high disability rate and heavy disease burden bring heavy burden to society and family. However, the current domestic and foreign studies on this disease mainly focus on the clinical phenotype and pathogenesis, and there are few studies involving the standard clinical management of various systems. Therefore, a core committee composed of CDD experts from the United States, Europe, and the United Kingdom conducted a six-month investigation (August 2020—January 2021) and developed the international consensus: recommendations for the assessment and management of CDKL5 deficiency patients (hereafter referred to as the Consensus) based on the Durfel research methodology. This consensus invites multidisciplinary experts to put forward diagnosis and treatment suggestions for the diagnosis and treatment of CDD as well as the clinical management of various systemic systems, which will provide evidence-based basis for regulating the diagnosis and treatment behaviors of clinicians for CDD. In this paper, the consensus was interpreted to facilitate the long-term management of the disease.
【摘要】 目的 探讨康复宣教与训练等干预手段对股骨干骨折患者围手术期的影响。 方法 2010年6月－2011年3月收治股骨干骨折患者90例，其中男48例，女42例；年龄17~58岁，平均38岁。开放性骨折28例，闭合性骨折62例。股骨骨折部位:上1/3骨折33例，中1/3骨折35例，下1/3骨折20例，多段骨折2例。横形骨折20例，斜形骨折30例，粉碎性骨折40例。将90例患者随机分为康复组（46例）和对照组（44例）。对照组采用骨科术前常规处理，康复组采用骨科术前常规处理加康复宣教与训练。 结果 康复组住院时间为（5.35±1.27） d，对照组为（7.67±1.85） d，两组比较差异有统计学意义（Plt;0.05）。 康复组治疗后发生并发症7例，对照组16例，康复组并发症发生率（15.2%）明显低于对照组（36.4%），差异有统计学意义（Plt;0.05）。治疗后5 d，康复组疗效获优35例，良6例，可3例，差2例，优良率89.1%；对照组获优25例，良5例，可12例，差2例，优良率68.2%；两组疗效比较差异有统计学意义（Plt;0.05）。 结论 康复宣教与训练能预防与改善股骨干骨折围手术期卧床引起的并发症，减轻患者腿部疼痛及肿胀，缩短围手术期时间，使患者能尽早手术，加快住院床位周转，提高患者生活质量。【Abstract】 Objective To explore the effects of rehabilitation education and training interventions on perioperative patients with femoral shaft fractures. Methods A total of 90 patients with femoral shaft fractures were selected from June 2010 to March 2011, including 48 males and 42 females aged from 17 to 58 years (mean 38 years). In these 90 patients, open fracture was in 28 and closed fracture was in 62. Fracture site: upper 1/3 fracture was in 33, middle 1/3 fracture was in 35, lower 1/3 fracture was in 20 and multiple fractures was in 2. There were transverse fractures in 20 patients, oblique fractures in 30 patients and comminuted fractures in 40 patients. All of the patients were randomly divided into experimental group (46 patients) and control group (44 patients). The patients in the control group underwent the routine treatment before the orthopedic surgery; besides the routine treatment, the patients in the experimental group were given the rehabilitation education and training before the orthopedic surgery. Results The hospital duration in the rehabilitation group was (5.35±1.27) days while in the control group was (7.67±1.85) days, the difference was statistically significant (Plt;0.05). There were 7 cases who had complications in rehabilitation group compared with 16 patients in the control group; the incidence of the complications in the rehabilitation group (15.2%) was significantly lower than that in the control group (36.4%) (Plt;0.05). After the treatment for 5 days, the therapeutic effect in rehabilitation group were excellent in 35 cases, good in 6 cases, middle in 3 cases and poor in 2 cases (with the good rate of 89.1%); while in the control group were excellent in 25 cases, good in 5 cases, middle in 12 cases and poor in 2 cases (with the good rate of 68.2%); the difference was significant between the two groups (Plt;0.05). Conclusion Rehabilitation education and training could prevent the perioperative complications in patients with femoral shaft fracture, decrease the pain and edema, speed up the turnover of hospital beds, and improve the patients’ quality of life.
Objective To evaluate the effects of intensive care unit (ICU)-acquired hypernatremia (IAH) on the outcome of septic shock patients. Methods This retrospective study analyzed 116 septic shock patients admitted to the ICU of the First Affiliated Hospital of Soochow University from August 2018 to December 2022. Patients were divided into two groups: IAH group and normonatremia group. χ2 test, t test and the Mann-Whitney U test of the non-parametric test were used to compare the differences in clinical data between the two groups. Independent risk factors for IAH were identified by unconditioned Logistic regression analysis, and receiver operating characteristic (ROC) curves were constructed to determine their role in predicting IAH. The Kaplan-Meier curve was used to evaluate the effects of IAH and its duration on 28-day survival. Results Renal insufficiency, K+ concentration, body temperature max, mechanical ventilation, chronic critical illness, rapid recovery, sepsis-associated encephalopathy, persistent inflammation, immunosuppression and catabolism syndrome, and the length of stay in ICU had significant differences (P<0.05). Multivariate logistic regression analysis showed: total urine volume in the previous 3 days [odds ratio (OR) 1.09, 95% confidence interval (CI) 1.01 - 1.16, P=0.019] and sodium content in enteral nutrition preparations (670 mg) (OR 6.00, 95%CI 1.61 - 22.42, P=0.006) were independent risk factors for IAH. In addition, the area under the ROC curve of total urine output in the first 3 days was 0.800 (95%CI 0.678 - 0.922, P=0.001). Finally, the duration of IAH was significantly correlated with 28-day survival rate (P=0.020). Conclusions IAH is a common and serious complication in septic shock, and is the main cause of poor prognosis. Sodium status may act as an ideal screening tool for patients with septic shock.