1.Construction and validation of a predictive model for early occurrence of lower extremity deep venous thrombosis in ICU patients with sepsis
Zhiling QI ; Detao DING ; Cuihuan WU ; Xiuxia HAN ; Zongqiang LI ; Yan ZHANG ; Qinghe HU ; Cuiping HAO ; Fuguo YANG
Chinese Critical Care Medicine 2024;36(5):471-477
Objective:To investigate the risk factors of lower extremity deep venous thrombosis (LEDVT) in patients with sepsis during hospitalization in intensive care unit (ICU), and to construct a nomogram prediction model of LEDVT in sepsis patients in the ICU based on the critical care scores combined with inflammatory markers, and to validate its effectiveness in early prediction.Methods:726 sepsis patients admitted to the ICU of the Affiliated Hospital of Jining Medical University from January 2015 to December 2021 were retrospectively included as the training set to construct the prediction model. In addition, 213 sepsis patients admitted to the ICU of the Affiliated Hospital of Jining Medical University from January 2022 to June 2023 were retrospectively included as the validation set to verify the performance of the prediction model. Clinical data of patients were collected, such as demographic information, vital signs at the time of admission to the ICU, underlying diseases, past history, various types of scores within 24 hours of admission to the ICU, the first laboratory indexes of admission to the ICU, lower extremity venous ultrasound results, treatment, and prognostic indexes. Lasso regression analysis was used to screen the influencing factors for the occurrence of LEDVT in sepsis patients, and the results of Logistic regression analysis were synthesized to construct a nomogram model. The nomogram model was evaluated by receiver operator characteristic curve (ROC curve), calibration curve, clinical impact curve (CIC) and decision curve analysis (DCA).Results:The incidence of LEDVT after ICU admission was 21.5% (156/726) in the training set of sepsis patients and 21.6% (46/213) in the validation set of sepsis patients. The baseline data of patients in both training and validation sets were comparable. Lasso regression analysis showed that seven independent variables were screened from 67 parameters to be associated with the occurrence of LEDVT in patients with sepsis. Logistic regression analysis showed that the age [odds ratio ( OR) = 1.03, 95% confidence interval (95% CI) was 1.01 to 1.04, P < 0.001], body mass index (BMI: OR = 1.05, 95% CI was 1.01 to 1.09, P = 0.009), venous thromboembolism (VTE) score ( OR = 1.20, 95% CI was 1.11 to 1.29, P < 0.001), activated partial thromboplastin time (APTT: OR = 0.98, 95% CI was 0.97 to 0.99, P = 0.009), D-dimer ( OR = 1.03, 95% CI was 1.01 to 1.04, P < 0.001), skin or soft-tissue infection ( OR = 2.53, 95% CI was 1.29 to 4.98, P = 0.007), and femoral venous cannulation ( OR = 3.72, 95% CI was 2.50 to 5.54, P < 0.001) were the independent influences on the occurrence of LEDVT in patients with sepsis. The nomogram model was constructed by combining the above variables, and the ROC curve analysis showed that the area under the curve (AUC) of the nomogram model for predicting the occurrence of LEDVT in patients with sepsis was 0.793 (95% CI was 0.746 to 0.841), and the AUC in the validation set was 0.844 (95% CI was 0.786 to 0.901). The calibration curve showed that its predicted probability was in good agreement with the actual probabilities were in good agreement, and both CIC and DCA curves suggested a favorable net clinical benefit. Conclusion:The nomogram model based on the critical illness scores combined with inflammatory markers can be used for early prediction of LEDVT in ICU sepsis patients, which helps clinicians to identify the risk factors for LEDVT in sepsis patients earlier, so as to achieve early treatment.
2.Enlightenment of Taiwan occupational therapy postgraduate education on higher education in mainland China
Rongrong JIANG ; Yan CHEN ; Maohua FAN ; Lijuan LUO ; Cuihuan PAN
Chinese Journal of Medical Education Research 2020;19(3):263-267
Occupational therapy, as one of the important subdisciplines of rehabilitation therapy, takes occupational activities as the medium or purpose of treatment and life participation as the goal of treatment to meet the growing demand for rehabilitation. According to the Minimum Standards for the Education of Occupational Therapists developed by the World Federation of Occupational Therapists, many countries and regions have formulated educational standards that meet their own national or regional characteristics. Comparatively, the number of occupational therapists is seriously insufficient, the talents cultivation is relatively lagging behind, and the education level is uneven in mainland China; while in Hongkong and Taiwan, occupational therapy has an independent education system and a relatively mature talent training model. This study summarized the practical experience and reviewed the relevant literature. Based on the summary and review, we made a comparative analysis of postgraduate education in mainland China and Taiwan from the aspects of educational system and accreditation, enrollment objects, curriculum setting and teaching methods, which would provide a reference for the improvement of occupational therapy personnel training system in mainland China.
3.A robot exoskeleton can improve hand function early after stroke
Changlin XIAO ; Cuihuan PAN ; Yan CHEN ; Zhengmao YE ; Liting FANG ; Lijuan LUO ; Yanjuan GENG ; Yongsheng LUO
Chinese Journal of Physical Medicine and Rehabilitation 2018;40(2):100-105
Objective To explore the effectiveness of a myoelectricity-driven hand robot on the recovery of hand motor function early after a stroke.Methods Thirty stroke survivors were randomly assigned to either a control group (n=15) or an experimental group (n =15).Both groups received routine rehabilitation exercises,while the experimental group additionally received hand training using a robotic hand exoskeleton.Before and after 4 weeks of treatment,the motor function of the wrist and fingers in both groups were measured using the Fugl-Meyer assessment.Spasticity in the index,middle,ring and little fingers was quantified using the modified Ashworth scale.The muscle force of the fourth finger,thumb and all of the fingers during maximum voluntary extension and flexion were recorded using the robot's surface electromyography system.Results Significant increases in the average Fugl-Meyer scores in both groups were observed after 4 weeks of treatment,but the experimental group's average score was by then significantly higher than that of the control group.The experimental group's average Ashworth score and the average sEMG amplitudes were also significantly better than those of the control group.Conclusion Supplementing routine rehabilitation exercises with a hand robot can improve hand motor function and muscle force significantly,as well as relieving hand spasticity early after a stroke.
4.Research on Seasonal Variation of Plasma Metabolic Markers of Wei-qi Deficiency
Cuihuan YAN ; Yali WANG ; Xinguo WANG ; Mingquan ZHANG ; Xiang LIU ; Bolin LI ; Wenli CAO
Chinese Journal of Information on Traditional Chinese Medicine 2017;24(1):66-70
Objective To study the plasma metabolomics features of SD rats with wei-qi deficiency respectively in spring, summer, autumn and winter; To seek the potential markers related to wei-qi deficiency; To discuss the essence of wei-qi deficiency.MethodsTwenty male SD rats were adaptively fed 7 days before Chinese Vernal Equinox Day, Summer Solstice, Autumn Equinox and Winter Solstice, synchronous controled with temporal condition. The rats were randomly divided into experimental and control groups according to random number method. Rats in the experimental groupwere made into wei-qi deficiency models through fatigue stimulation alternately with cold and heat stimulation. Blood was collected at 12:00 each solar term. High performance liquid chromatography- mass spectrometry instrument was used to detect plasma metabolites. Partial least squates-discriminant analysis was used to process statistical analysis of the data to compared the original data of plasma metabolomics between the two groups of each season, and explore the difference metabolic markers between each two groups, then speculate the potential biomakers of wei-qi differency.ResultsWith the changes of spring, summer, autumn and winter, significant differences were showed in metabolic profile between the experimental and control groups. Homocysteine showed a significant difference in spring, summer and autumn; Ceramide showed a significant difference in summer and winter; Testosterone showed a significant difference in spring and summer; Cyclic guanosine monophosphate showed a significant difference in autumn and winter; Sarcosine showed a significant difference in spring, summer and winter. The physiological functions of these substances related to lipid metabolism, amino acid metabolism, neurotransmitter and hormone regulation.ConclusionPotential biomakers of wei-qi deficiency changed along with the seasonal variation, which mainly reflected in lipid metabolism, amino acid metabolism, neurotransmitter and hormone regulation.
5.Effects of Robot-assisted Task-oriented Training on Hand Function after Stroke
Zhen FU ; Rongrong JIANG ; Cuihuan PAN ; Yan CHEN ; Zhengmao YE ; Nan HU ; Lijuan LUO ; Changlin XIAO ; Yuanwen LIU
Chinese Journal of Rehabilitation Theory and Practice 2017;23(3):338-344
Objective To study the effects of the rehabilitation robot-assisted task-oriented training on the hand function in patients after stroke. Methods From June, 2015 to September, 2016, 35 inpatients suffering from stroke were randomly allocated to control group (n=17) and trial group (n=18). Based on the routine rehabilitation, the trial group accepted robot-assisted task-oriented training, while the control group accepted therapist-assisted task-oriented training, for two weeks. They were measured the active range of motion (AROM) of fingers, assessed with fingers motor of Fugl-Meyer Assessment (FMA) and modified Barthel Index (MBI) invovled with hands before and after train-ing. Results The inpatients dropped three in the control group, two in the trial group. AROM of extension and flexion of all the fingers, the AROM of extension and total of three fingers of thumb, index and middle, and the total AROM of each finger improved in the trial group af-ter training (t>2.937, P<0.05), while the AROM of extension and flexion of all the fingers, AROM of extension, flexion and total of the fin-gers of thumb, index and middle, total AROM of the fingers of thumb, index and little improved in the control group after training (t>2.528, P<0.05);the AROM of extension and total of the fingers of thumb, index and middle, and the total AROM of fingers of thumb and index im-proved more in the trial group than in the control group (t>2.535, P<0.05). The scores of mass flexion, mass extension, opposition, cylinder grip, spherical grip and total score of FMA improved in the trial group after training (Z>2.000, P<0.05), while the scores of mass extension, opposition and the total score of FMA improved in the control group after training (Z>2.000, P<0.05). There was no significant difference between the two groups on the items and total scores after training (P>0.05). The scores of feeding, dressing, toilet transfers, bathing, groom-ing of MBI and the total score of them improved in the trial group after training (Z>2.041, P<0.05), while the total score of MBI improved in the control group after training (Z=-2.527, P<0.05). There was no significant difference between the two groups in the items and total scores after training (P>0.05). Conclusion The rehabilitation robot-assisted task-oriented training can improve AROM of hemiplegic fingers and grip function.
6.Effect of Virtual Reality Robotic Hand on Hand Motor Function and Activities of Daily Living of Patients after Stroke
Yuanwen LIU ; Cuihuan PAN ; Zhengmao YE ; Nan HU ; Lijuan LUO ; Yan CHEN
Chinese Journal of Rehabilitation Theory and Practice 2017;23(1):19-22
Objective To observe the effect of virtual reality robotic hand on hand motor function and activities of daily living of pa-tients after stroke. Methods From June, 2015 to June, 2016, 32 patients with hand motor dysfunction were assigned into experimental group (n=16) and control group (n=16). The experimental group received training with virtual reality robotic hand and hand based rehabilitation, while the control group received hand based rehabilitation only, for four weeks. They were evaluated with Fugl-Meyer Assessment (FMA) of fingers and wrists and modified Barthel index (MBI) before and after treatment. Results The total score and the scores of items of FMA and MBI improved after treatment in the experimental group (Z>3.45 or t>3.45, P<0.01). The total score and the scores of the finger, wrist of FMA, and the scores of the eating, dressing and grooming of MBI improved in the control group (Z>2.07 or t>4.18, P<0.05). The total scores and scores of the items of FMA and MBI improved more in the experimental group than in the control group (Z>2.14 or t>3.20, P<0.05). Conclusion Virtual reality robotic hand training can promote the recovery of hand function and activities of daily living in patients af-ter stroke.
7.Native Hakka speakers' identification of Cantonese tones: A comparative analysis
Hanxiong GAO ; Yan CHEN ; Cuihuan PAN ; Nan HU ; Xuan WANG ; Yongmei ZENG
Chinese Journal of Physical Medicine and Rehabilitation 2017;39(11):851-855
Objective To investigate the features of native Hakka speakers' ability to identify Cantonese tones.Methods Twenty native Cantonese speakers and 12 native Hakka speakers were given the Hongkong Cantonese tone identification test.Results Neither group was troubled by similar vowel and consonant sounds.The Cantonese group could identify all tones well except distinguishing tones 5 and 2 (89%) and tones 4 and 6 (89%).The Hakkas had the most difficulty distinguishing tones 3 and 6 (70.0%),but significant differences were observed between the two groups in the identification of tones 2 and 5 and 2 and 4.Conclusion A native Hakka speaker's ability to identify Cantonese tones may be closely related to the tone's pitch,tonal patterns as well as the Hakka tone system.
8.Research on Month Rhythm Change of Plasma Metabolic Markers of Rat with Wei Qi Deficiency
Bolin LI ; Yali WANG ; Mingquan ZHANG ; Xinguo WANG ; Lin JIA ; Cuihuan YAN ; Wenli CAO ; Xuliang SHI
Chinese Journal of Information on Traditional Chinese Medicine 2016;23(11):46-50
Objective To use metabonomics method to study the change of the basic materials of month rhythm of wei qi deficiency syndrome; To find the potential markers so as to provides a new way for the essence of the wei qi deficiency syndrome research.Methods Based on the autumnal equinox in lunar calendar month, the beginning of a month (the first day of lunar August), the middle of a month (the 15th day of lunar August), and the end of a month (the 30th day of lunar August) were set as the three days to draw experimental materials. Two weeks before drawing materials, 20 rats were randomly divided into control group and model group, 10 rats in each group. The model rats were modeled by the stimulus of fatigue combined with coldness and hotness. Control group rats received conventional breeding. The rats in the both groups during the three experiments received decollation and the blood was taken at the 12 o’clock at noon. HPLC-MS was used to detect plasma metabolites, and partial least squares were used to make statistical analysis on the data for comparing plasma metabonomics original data of control group and model group. Possible metabolic markers of wei qi deficiency syndrome were explored, and the potential makers of month rhythm change of wei qi deficiency syndrome were deduced.Results Oleamide, phosphatidyl glycerol, cortisol, proline, dimethyl fumarate, and eicosapentaenoic acid may be potential markers of wei qi deficiency syndrome in the beginning of a month. Sphingosine-1-phosphate, malic acid, cortisol, oleamide, carnitine, eicosapentaenoic acid and dimethyl fumarate may be potential markers of wei qi deficiency syndrome in the middle of a month. Cholesteryl acetate, threonine, cortisol, dimethyl fumarate, oleamide, eicosapentaenoic acid and pyroglutamate may be potential markers of wei qi deficiency syndrome in the end of a month.Conclusion Month rhythm change of wei qi deficiency syndrome may be influenced by oleamide, cortisol, eicosapentaenoic acid, dimethyl fumarate, and aconitic acid, and may be closely related to energy metabolism, meanwhile accompanied by regulation of cell, hormone and nerves.
9.Advance in Repetitive Transcranial Magnetic Stimulation for Post-stroke Executive Impairment (review)
Yuanwen LIU ; Cuihuan PAN ; Nan HU ; Yan CHEN ; Jie FANG
Chinese Journal of Rehabilitation Theory and Practice 2016;22(10):1132-1136
Executive impairment is one of the common sequelae of stroke, which seriously affects the quality of life of patients. Repeti-tive transcranial magnetic stimulation (rTMS), as a new type of electrophysiological technique, has been used in the clinical treatment of Post-Stroke Executive Impairment (PSEI). This paper summarized the survey of PSEI, the basic principle and mechanism of rTMS, clinical application of rTMS for PSEI and its safety. Clinical studies showed that high frequency stimulation, low frequency stimulation, and combi-nation with other therapeutic methods were effective in PSEI. However, there was no unified theory about the mechanism and the best treat-ment plan of rTMS for PSEI.
10.Influence of NGF-PEG-PLGA-NPs on neuronal differentiation of neural stem cells and PI3K/Akt signaling pathway
Yan CHEN ; Guoqing BAO ; Feifei LIU ; Jundu ZHANG ; Cuihuan PAN ; Dahong LONG
Chinese Journal of Tissue Engineering Research 2015;(28):4576-4581
BACKGROUND:Our previous studies confirmed that NGF-PEG-PLGA-NPs has good sustained release effect and biological activity in vitro, and can induce the differentiation of PC12 cel s into neuron-like cel s.
OBJECTIVE:To investigate the feasibility of neuronal differentiation of neural stem cel s from septal area of fetal brain induced by NGF-PEG-PLGA-NPs and its influence on PI3K/Akt signaling pathway.
METHODS:According to optimization prescription, NGF-PEG-PLGA-NPs were prepared by multiple emulsion solvent diffusion method. Neural stem cel s were induced to neuronal differentiation in six groups, including control group, NGF group, NGF-PEG-PLGA-NPs group, LY294002 group, LY294002+NGF group and LY294002+NGF-PEG-PLGA-NPs group. Neurons were identified by immunofluorescence, while phosphorylation levels of Akt in PI3K/Akt signaling pathway were detected by western blotting.
RESULTS AND CONCLUSION:The proportions ofβ-Tubulin III-positive neurons in control group, NGF group, NGF-PEG-PLGA-NPs group, LY294002 group, LY294002+NGF group and LY294002+NGF-PEG-PLGA-NPs group were (22.80±2.58)%, (35.80±3.98)%, (35.40±5.77)%, (26.60±3.87)%, (21.20±2.59)%and (25.80±7.22)%, respectively. There were no statistical differences in neuronal differentiation between NGF group and NGF-PEG-PLGA-NPs group (P>0.05), but the ratios of neural differentiation in the two groups were both higher than that in the other four groups (P<0.05). Western blotting results revealed that there were no statistical differences in Akt phosphorylation levels between NGF group and NGF-PEG-PLGA-NPs group (P>0.05), but the phosphorylation levels of Akt were both higher than other four groups (P<0.05). There were also no significant differences between LY294002+NGF and LY294002+NGF-PEG-PLGA-NPs groups and control group (P>0.05), but the phosphorylation levels of Akt were higher than LY294002 group (P<0.05). Results suggest that NGF-PEG-PLGA-NPs promoted neural differentiation of neural stem cel s. The role might be related to increasing phosphorylation levels of Akt in PI3K/Akt signaling pathway.

Result Analysis
Print
Save
E-mail