1.Evolution-guided design of mini-protein for high-contrast in vivo imaging.
Nongyu HUANG ; Yang CAO ; Guangjun XIONG ; Suwen CHEN ; Juan CHENG ; Yifan ZHOU ; Chengxin ZHANG ; Xiaoqiong WEI ; Wenling WU ; Yawen HU ; Pei ZHOU ; Guolin LI ; Fulei ZHAO ; Fanlian ZENG ; Xiaoyan WANG ; Jiadong YU ; Chengcheng YUE ; Xinai CUI ; Kaijun CUI ; Huawei CAI ; Yuquan WEI ; Yang ZHANG ; Jiong LI
Acta Pharmaceutica Sinica B 2025;15(10):5327-5345
Traditional development of small protein scaffolds has relied on display technologies and mutation-based engineering, which limit sequence and functional diversity, thereby constraining their therapeutic and application potential. Protein design tools have significantly advanced the creation of novel protein sequences, structures, and functions. However, further improvements in design strategies are still needed to more efficiently optimize the functional performance of protein-based drugs and enhance their druggability. Here, we extended an evolution-based design protocol to create a novel minibinder, BindHer, against the human epidermal growth factor receptor 2 (HER2). It not only exhibits super stability and binding selectivity but also demonstrates remarkable properties in tissue specificity. Radiolabeling experiments with 99mTc, 68Ga, and 18F revealed that BindHer efficiently targets tumors in HER2-positive breast cancer mouse models, with minimal nonspecific liver absorption, outperforming scaffolds designed through traditional engineering. These findings highlight a new rational approach to automated protein design, offering significant potential for large-scale applications in therapeutic mini-protein development.
2.Survey on knowledge, attitude, practice, and demand regarding artificial intelligence application among family physician team medical staff
Shuai LIU ; Chenjing LIU ; Huawei ZHANG ; Muzappar MUHTAR ; Wei WANG ; Bei YAN ; Qingwang LAI ; Qingzhen LONG
Chinese Journal of General Practitioners 2025;24(8):960-969
Objective:To investigate the knowledge, attitudes, practices (KAP), and demands of medical staff in family physician teams regarding the application of artificial intelligence (AI) in contracted services, and to analyze the influencing factors.Methods:A cross-sectional study was conducted from June to July 2023. A total of 602 medical staff members from family physician teams in Shanghai Minhang District were selected as subjects. Data on demographics (age, gender, institution, position, education, work experience, household registration, professional title, marital status, fertility status) and KAP/demand regarding AI application in contracted services were collected using a self-designed questionnaire. Intergroup differences were analyzed. Multiple stepwise linear regression was employed to identify the main factors influencing AI application demand.Results:Among the 602 participants, 484 (80.4%) were aged 30-49 years, 466 (77.40%) were females, 559 (92.9%) held a bachelor′s degree or higher, and 505 (83.9%) had intermediate or senior professional titles. The awareness rate for knowledge, positive attitude rate, and practice implementation rate regarding AI application were 47.2% (284/602), 73.1% (440/602), and 32.1% (193/602), respectively. The mean scores for knowledge, attitude, and practice were 15.72±3.40, 18.34±3.41, and 14.60±3.89, respectively. Significant differences were found among the items within each KAP dimension (knowledge: F=7.688, P<0.001; attitude: F=5.106, P<0.001; practice: F=6.763, P<0.001). Within knowledge, item K3 (awareness of intelligent elderly monitoring devices) scored lowest (3.00±0.79), differing significantly from K1, K2, K4, and K5 (all P<0.05). Within attitude, item A5 (willingness to fully trust AI′s accuracy and convenience in contracted services) scored lowest (3.57±0.75), differing significantly from A3 and A4 (all P<0.05). Within practice, item P3 (increasing reliance on AI in daily contracted services) scored lowest (2.79±0.93), differing significantly from P1 and P2 (all P<0.05). KAP scores differed significantly across demographic subgroups. Knowledge scores differed significantly by age, gender, and marital status (all P<0.05). Attitude scores differed significantly by gender, household registration, and fertility status (all P<0.05). Practice scores differed significantly by gender, position, and marital status (all P<0.05). Regarding demand, the most frequently selected areas were follow-up services (28.74%, 173/602), data management (26.25%, 158/602), and data collection (25.42%, 153/602). Univariate analysis identified age, gender, education, professional title, fertility status, and KAP scores as significant factors influencing AI application demand (all P<0.05). Multiple stepwise linear regression revealed that older age ( t=3.905, P<0.001), female gender ( t=3.548, P<0.001), and higher practice scores ( t=-3.044, P=0.002) were significant predictors of greater AI application demand. Conclusions:Significant variations exist in the KAP levels regarding AI application among family physician team members. Gender, age, and practice behavior significantly influence demand. Tailored strategies for different subgroups, coupled with timely targeted training and practical exercises, are recommended to enhance the effective and widespread adoption of AI technology in family physician contracted services.
3.Survey on knowledge, attitude, practice, and demand regarding artificial intelligence application among family physician team medical staff
Shuai LIU ; Chenjing LIU ; Huawei ZHANG ; Muzappar MUHTAR ; Wei WANG ; Bei YAN ; Qingwang LAI ; Qingzhen LONG
Chinese Journal of General Practitioners 2025;24(8):960-969
Objective:To investigate the knowledge, attitudes, practices (KAP), and demands of medical staff in family physician teams regarding the application of artificial intelligence (AI) in contracted services, and to analyze the influencing factors.Methods:A cross-sectional study was conducted from June to July 2023. A total of 602 medical staff members from family physician teams in Shanghai Minhang District were selected as subjects. Data on demographics (age, gender, institution, position, education, work experience, household registration, professional title, marital status, fertility status) and KAP/demand regarding AI application in contracted services were collected using a self-designed questionnaire. Intergroup differences were analyzed. Multiple stepwise linear regression was employed to identify the main factors influencing AI application demand.Results:Among the 602 participants, 484 (80.4%) were aged 30-49 years, 466 (77.40%) were females, 559 (92.9%) held a bachelor′s degree or higher, and 505 (83.9%) had intermediate or senior professional titles. The awareness rate for knowledge, positive attitude rate, and practice implementation rate regarding AI application were 47.2% (284/602), 73.1% (440/602), and 32.1% (193/602), respectively. The mean scores for knowledge, attitude, and practice were 15.72±3.40, 18.34±3.41, and 14.60±3.89, respectively. Significant differences were found among the items within each KAP dimension (knowledge: F=7.688, P<0.001; attitude: F=5.106, P<0.001; practice: F=6.763, P<0.001). Within knowledge, item K3 (awareness of intelligent elderly monitoring devices) scored lowest (3.00±0.79), differing significantly from K1, K2, K4, and K5 (all P<0.05). Within attitude, item A5 (willingness to fully trust AI′s accuracy and convenience in contracted services) scored lowest (3.57±0.75), differing significantly from A3 and A4 (all P<0.05). Within practice, item P3 (increasing reliance on AI in daily contracted services) scored lowest (2.79±0.93), differing significantly from P1 and P2 (all P<0.05). KAP scores differed significantly across demographic subgroups. Knowledge scores differed significantly by age, gender, and marital status (all P<0.05). Attitude scores differed significantly by gender, household registration, and fertility status (all P<0.05). Practice scores differed significantly by gender, position, and marital status (all P<0.05). Regarding demand, the most frequently selected areas were follow-up services (28.74%, 173/602), data management (26.25%, 158/602), and data collection (25.42%, 153/602). Univariate analysis identified age, gender, education, professional title, fertility status, and KAP scores as significant factors influencing AI application demand (all P<0.05). Multiple stepwise linear regression revealed that older age ( t=3.905, P<0.001), female gender ( t=3.548, P<0.001), and higher practice scores ( t=-3.044, P=0.002) were significant predictors of greater AI application demand. Conclusions:Significant variations exist in the KAP levels regarding AI application among family physician team members. Gender, age, and practice behavior significantly influence demand. Tailored strategies for different subgroups, coupled with timely targeted training and practical exercises, are recommended to enhance the effective and widespread adoption of AI technology in family physician contracted services.
4.The effect of ultrasound combined with continuous passive movement on the spasticity and motor function of triceps crus in children with spastic cerebral palsy
Songtao WEI ; Huawei LI ; Hongbo LI ; Wei ZHANG
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(1):46-51
Objective:To explore the effect of combining ultrasound stimulation with continuous passive movement (CPM) on triceps crus spasms and the motor functioning of children with spastic cerebral palsy.Methods:Sixty children with spastic cerebral palsy were randomly divided into a control group, a CPM group, and a combined treatment group, each of 20. All received routine rehabilitation treatment (including exercise therapy, electrical stimulation and massage), while the CPM and combined groups were additionally provided with CPM and CPM + ultrasound stimulation, respectively. All of the children were treated once a day, 6 times a week, for 4 consecutive weeks. Before and after the treatment, the Tardieu scale (MTS) was used to assess the degree of triceps spasm, and the Berg Balance Scale (BBS), the Gross Motor Function Test (GMFM-88), and 10m walking speed (10MWT) were employed to assess motor function.Results:After the treatment, the average MTS scores, BBS scores and GMFM-88 scale scores in the D and E areas of all 3 groups had improved significantly compared with before the treatment, with those of the observation and CPM groups significantly better than among the control group. With the knee flexed and extended, the Tardiu scale R1, R2 and X values of the combined treatment group were significantly better than those of the CPM group, on average. The combined group′s average BBS score and its average score in the D-zone of the GMFM-88 were also significantly better than the CPM group′s averages.Conclusions:Ultrasound combined with continuous passive movement can effectively relieve triceps spasm in children with cerebral palsy, and improve their static posture control during squatting, sitting and standing.
5.The effect of ultrasound combined with continuous passive movement on the spasticity and motor function of triceps crus in children with spastic cerebral palsy
Songtao WEI ; Huawei LI ; Hongbo LI ; Wei ZHANG
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(1):46-51
Objective:To explore the effect of combining ultrasound stimulation with continuous passive movement (CPM) on triceps crus spasms and the motor functioning of children with spastic cerebral palsy.Methods:Sixty children with spastic cerebral palsy were randomly divided into a control group, a CPM group, and a combined treatment group, each of 20. All received routine rehabilitation treatment (including exercise therapy, electrical stimulation and massage), while the CPM and combined groups were additionally provided with CPM and CPM + ultrasound stimulation, respectively. All of the children were treated once a day, 6 times a week, for 4 consecutive weeks. Before and after the treatment, the Tardieu scale (MTS) was used to assess the degree of triceps spasm, and the Berg Balance Scale (BBS), the Gross Motor Function Test (GMFM-88), and 10m walking speed (10MWT) were employed to assess motor function.Results:After the treatment, the average MTS scores, BBS scores and GMFM-88 scale scores in the D and E areas of all 3 groups had improved significantly compared with before the treatment, with those of the observation and CPM groups significantly better than among the control group. With the knee flexed and extended, the Tardiu scale R1, R2 and X values of the combined treatment group were significantly better than those of the CPM group, on average. The combined group′s average BBS score and its average score in the D-zone of the GMFM-88 were also significantly better than the CPM group′s averages.Conclusions:Ultrasound combined with continuous passive movement can effectively relieve triceps spasm in children with cerebral palsy, and improve their static posture control during squatting, sitting and standing.
6.Frailty in kidney transplant candidates and recipients: pathogenesis and intervention strategies.
Huawei CAO ; Jiandong ZHANG ; Zejia SUN ; Jiyue WU ; Changzhen HAO ; Wei WANG
Chinese Medical Journal 2023;136(9):1026-1036
With the rapid aging of the global population posing a serious problem, frailty, a non-specific state that reflects physiological senescence rather than aging in time, has become more widely addressed by researchers in various medical fields. A high prevalence of frailty is found among kidney transplant (KT) candidates and recipients. Therefore, their frailty has become a research hotspot in the field of transplantation. However, current studies mainly focus on the cross-sectional survey of the incidence of frailty among KT candidates and recipients and the relationship between frailty and transplantation. Research on the pathogenesis and intervention is scattered, and relevant review literature is scarce. Exploring the pathogenesis of frailty in KT candidates and recipients and determining effective intervention measures may reduce waiting list mortality and improve the long-term quality of life of KT recipients. Therefore, this review explains the pathogenesis and intervention measures for frailty in KT candidates and recipients to provide a reference for the formulation of effective intervention strategies.
Humans
;
Frailty/epidemiology*
;
Risk Factors
;
Quality of Life
;
Kidney Failure, Chronic
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Kidney Transplantation/adverse effects*
;
Cross-Sectional Studies
;
Transplant Recipients
7.Repair of scalp defect with anterolateral thigh perforator flap after revascularisation of moyamoya disease: a report of 7 cases
Zhengyang LIANG ; Guohong ZHAO ; Pengfei WEI ; Huawei SUN ; Jianhua ZHANG ; Huikai BAI ; Jianjun ZHAO ; Shuai FENG ; Chen WANG ; Zhenjun XIE
Chinese Journal of Microsurgery 2023;46(3):254-259
Objective:To investigate the clinical effect of free anterolateral thigh perforator flap(ALTPF) in reconstruction of temporal scalp defect after blood circulation reconstruction surgery for moyamoya disease.Methods:From May 2020 to July 2022, 7 patients with scalp defect after revascularisation of moyamoya disease were treated in Department of Hand and Foot Microsurgery, Henan Provincial People’s Hospital (People’s Hospital of Zhengzhou University). The patients were 4 males and 3 females, aged 33-59 years old, at 43 years old in average. There were 5 defects in left tempus and 2 in right tempus. The sizes of scalp defect were 4.5 cm × 5.5 cm-7.5 cm × 9.5 cm. Debridement and VSD management were primarily performed. After wounds were stabilised, ultrasound location of perforator vessels of ALTPFs was performed. Having confirmed that the perforator vessels were suitable for the surgical requirements, flap transfers were then performed. The descending branch of the lateral femoral circumflex artery was end-to-side anastomosed with the superficial temporal artery, and the descending branch of the lateral femoral circumflex vein was end-to-end anastomosed with the superficial temporal vein. Postoperative follow-up was conducted through outpatient clinic visits, telephone and WeChat reviews. Appearance, texture of ALTPFs and the flap donor sites were observed in follow-ups. Comparisons of the changes of nervous system before and after surgery were made. Cognitive function of the patients was assessed with the Mini Mental State Examination (MMSE), together with the Activities of Daily Living (ADL) .Results:All 7 flaps survived. One flap had vascular compromise 6 hours after surgery, and was rectified after surgical intervention. All the patients were included in the postoperative follow-up for 7-33 (average 19) months. All flaps had good appearance with soft texture. There was no obvious difference in colour comparing with the skin around the recipient region. The donor sites healed well without hypertrophic scar. Examinations of nervous system of the patients were found the same as that before surgery. Using Manual Muscle Testing (MMT), the average limb muscle strength of the patients was 4 before surgery and 4 after surgery, without change; Using the Ashworth assessment scale, the average preoperative and postoperative limb muscle tension in this group of patients was 1, without change; The Berg balance scale was used to evaluate the patient's balance function, with an average score of 42 before surgery and 42 after surgery, without any changes; There was no change in limb sensation before and after surgery; Using the MMSE, the average preoperative score and postoperative score of this group of patients were 25 points, without any change. Using the modified Barthel index scoring standard, the average preoperative score for this group of patients was 75 points, and the average postoperative score was 79 points, and the ADL of the patient had improved to various levels.Conclusion:Reconstruction of scalp defect with free ALTPF after revascularisation of moyamoya disease has obvious advantages, such as it closes the wound quickly, prevents infection and achieves a good appearance. This surgical procedure can produce a good clinical effect.
8.Epidemiological characteristics and hospitalization cost of lymphoma patients: an analysis of a single center
Ling WANG ; Huawei LI ; Dandan WEI ; Qingliang TENG
Journal of Leukemia & Lymphoma 2020;29(11):676-679
Objective:To analyze the data of clinical characteristics, hospitalization actual cost and hospital stay of inpatients with lymphoma, and to provide references for local epidemiological research, hospital optimization management, and appropriate resource allocation.Methods:The quadratic programming was performed based on hospital information management system and case system, as well as the information from inpatients with lymphoma in Shandong Tai'an Central Hospital between January 1, 2004 and November 30, 2019, and then they were derived and collected into the SQL server database. The gender, onset age, age distribution, and hospital stay of all inpatients with lymphoma were retrospectively analyzed. The patients were divided into the young group (< 45 years old), middle-aged group (≥45 years old and < 60 years old) and elderly group (≥ 60 years old) according to the age. The hospitalization cost and hospital stay of these inpatients in different age groups were collected and compared.Results:The number of admissions for inpatients with lymphoma between January 1, 2004 and November 30, 2019 was 3 866, accounting for 0.38% (3 866/1 011 627) of the total inpatient admissions. There were 817 newly-diagnosed lymphoma inpatients, including 499 males and 318 females (male to female ratio was 1.57:1). The median onset age of the newly-diagnosed lymphoma inpatients was 58 years old (7 months to 86 years old). Among the newly-diagnosed lymphoma patients, the proportion of them with age ≥ 45 years old was increased, and peaked at 60-65 years old, and decreased after 75 years old. There were 180, 270 and 367 cases in the young group, middle-aged group and elderly group respectively; the median hospital stay was 13.5 d, 13.0 d and 14.0 d, respectively (χ 2 = 0.419, P = 0.811). The median total cost of hospitalization was 9 846.39 yuan, 12 232.16 yuan and 14 022.36 yuan, respectively (χ 2 = 9.443, P = 0.009); and the median drug cost was 3 423.37 yuan, 3 523.62 yuan and 3 654.54 yuan, respectively (χ 2 = 2.202, P = 0.333); the ratio of median drug cost to the total cost was 44.80%, 40.49% and 34.58%, respectively (χ 2 = 6.512, P = 0.039). Conclusions:The number of lymphoma inpatients in Shandong Tai'an Central Hospital is on the rise. The incidence of inpatients with lymphoma is increased annually with older onset age. The total cost of inpatients was increased with the aging, but it has no obvious relevance with hospital stay. Middle-aged and elderly people are the target populations for disease control and prevention. Measures including screening, early diagnosis and early treatment should be enhanced.
9.One stage repair of dorsum of hand and multiple fingers soft tissue defect with polyfoliate conjoined anterolateral thigh perforator flap
Guohong ZHAO ; Pengfei WEI ; Huawei SUN ; Jianhua ZHANG ; Zhenjun XIE ; Zhengyang LIANG ; Huikai BAI ; Jianjun ZHAO ; Shuai FENG
Chinese Journal of Microsurgery 2020;43(6):553-557
Objective:To investigate the surgical method and clinical effect of one-stage repair of soft tissue defects of dorsum of hand and multiple fingers by using the polyfoliate conjoined anterolateral thigh perforator flap (ALTP) .Methods:From November, 2015 to September, 2019, 9 cases of soft tissue defects of dorsum of hand and multiple fingers were treated, including 8 males and 1 female. The average age was 32 years old. Causes of injury: 4 cases of thermal injury, 3 cases of strangulation injury, and 2 cases of traffic accident injury. Location of injury: 7 cases of right hand, 2 cases of left hand. Three cases of dorsum of hand with 1st-4th fingers, 3 cases with 2nd-5th fingers, 2 cases with 2nd-4th fingers, and 1 case with 3rd-5th fingers; All with bone, joint and tendon exposure. There were 6 cases with fracture or joint dislocation. All of them had no obvious defect of bone and joint. VSD was used to cover them after debridement. According to the shape and size of the wound, all flaps were designed to repair the soft tissue defect as the polyfoliate conjoined ALTP. The flap size was 7 cm×13 cm-12 cm×17 cm. Regular outpatient, telephone and Wechat follow-up were carried out to evaluate the flap survival, appearance, color elasticity, donor scar, sensory recovery, finger function recovery and patient satisfaction.Results:Nine cases of flap survived well. The average followed-up time was 12 (6-18) months. The postoperative followed-up revealed satisfactory shapes of the flaps, protective touch and recovery of functions. The donor site had good healing and no effect on function. In the last followed-up, according to the trial criteria for function evaluation of upper limbs by Chinese Society of Hand Surgery, 5 cases were excellent, 3 cases were good, and 1 case was fair. The hand function recovered well and returned to work and daily life on average 6 weeks after operation.Conclusion:The polyfoliate conjoined ALTP can repair the soft tissue defect of hand dorsum with multiple fingers at one stage, and the flap is in good shape. There is no need to divide the fingers. It is one of the ideal methods to repair the soft tissue defect of hand dorsum.
10.Preliminary application of three-dimensional visualization in interventional treatment of Budd-Chiari syndrome
Qiang ZHANG ; Juncheng SHA ; Wei SONG ; Huawei LI ; Zhongqiu FENG ; Hao XU ; Maoheng ZU ; Qingqiao ZHANG
Chinese Journal of Hepatobiliary Surgery 2019;25(5):340-343
Objective To analyze the application of three-dimensional visualization in interventional treatment of Budd-Chiari syndrome (BCS) with the hepatic vein occlusion type.Methods A retrospective study was conducted on 15 patients with BCS of the hepatic vein occlusion type who were admitted to the Affiliated Hospital of Xuzhou Medical University from January 2017 to June 2018.The study included 8 males and 7 females with a mean age of (36.7±14.4) years.All patients were examined with MRI enhanced scanning and the original MRI data of the DICOM format were extracted.The digital data were then extracted and reconstructed by the Mimics software to obtain a three-dimensional visualization model.The hepatic vein was recanalized under the guidance of the three-dimensional visualization model.Results The three-dimensional visualization model was successfully constructed.Of all the 15 three-dimensional visualization models,right hepatic vein ostial stenosis occurred in 4 patients and occlusion in 11 patients.The middle hepatic vein and the left hepatic vein formed a common trunk in 15 patients,and ostial stenosis and occlusion of the common trunk occurred in 3 and 12 patients,respectively.Communicating branches between the right and middle hepatic veins occurred in 6 patients.Accessory hepatic veins occurred in 3 of 15 patients,and the accessory hepatic vein ostium was stenosed in 3 patients.Communicating branches between the accessory hepatic vein and the right hepatic vein occurred in 2 patients,and communicating branches between the accessory hepatic vein and the middle hepatic vein occurred in 1 patient.All patients were treated successfully with interventional treatment without any complications.One,2,and 3 hepatic veins were recanalized in 7,5 and 3 patients,respectively.Conclusion The three-dimensional visualization was valuable in displaying the location,pattern and collateral vessels of the hepatic veins in BCS patients with the hepatic vein occlusion type.It was helpful for accurate preoperative assessment and to make individualized interventional treatment plans.

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