1.Finite element analysis of implants with different crown-to-implant ratios under different bone conditions
Zirui KANG ; Yang WU ; Hailong SONG ; Qiaoyun YANG ; Lixiang ZANG ; Dongliang XU
Chinese Journal of Tissue Engineering Research 2026;30(2):319-328
BACKGROUND:Clinical studies suggest that both bone quality and excessive crown-to-implant ratio are factors that affect the success rate of implant surgery,but there is no consensus on how large the crown-to-implant ratio under each bone quality will affect the prognosis of implant repair.OBJECTIVE:To analyze the stress and strain of bone tissue around implant restorations with different crown-to-implant ratios under different bone types after stress loading using three-dimensional finite element method.Combined with the Frost bone mechanics regulation system theory,the physiological limits of bone strain were observed for each bone type within a certain range of crown to implant ratios.METHODS:Cone beam CT data were selected from a patient to establish solid bone block models with four different bone types(class Ⅰ bone:cortical bone thickness 3 mm+dense cancellous bone,class Ⅱ bone:cortical bone thickness 2 mm+relatively dense cancellous bone,class Ⅲ bone:cortical bone thickness 1 mm+relatively low-density cancellous bone,class Ⅳ bone:cortical bone thickness 1 mm+low-density cancellous bone).Implant restorations with five different crown-to-implant ratios(1,1.5,2,2.5,and 3)were created on each bone block model,for a total of 20 models.Vertical and oblique forces were applied to the dental crown to observe the von Mises stress values,strains,and displacement of the cortical and cancellous bones,as well as the degree of implant displacement.RESULTS AND CONCLUSION:(1)In the class Ⅰ bone model,when the crown-to-implant ratio reached 3 under oblique loading,the cortical bone strain exceeded the physiological limit.In the class Ⅱ bone model,under oblique loading,when the crown-to-implant ratio reached 2.5,the cortical bone strain exceeded the physiological limit.In the class Ⅲ bone model,under oblique loading,cortical bone exceeded the physiological limit when the crown-to-implant ratio reached 2.5,while cancellous bone reached the critical physiological limit at 1.In the class Ⅳ bone model,under oblique loading,when the crown-to-implant ratio reached 1.5,2,2.5,and 3,the cortical bone strain exceeded the physiological limit.In the class Ⅳ bone model,all five crown-to-implant ratios of cancellous bone exceeded physiological limits.(2)Under vertical load,the cancellous bone strain exceeded the physiological limit when the crown-root ratio reached 1,2,2.5,and 3 in the class Ⅲ bone model,and when the cancellous bone strain of the five crown-root ratios in the class Ⅳ bone model exceeded the physiological limit.(3)Under oblique or vertical load,the implant displacement of the 20 groups of models did not exceed 100 μm.(4)From the perspective of biomechanics,when patients with insufficient bone height choose implant restoration,the crown-root ratio that class Ⅰ bone can tolerate is up to 2.5 times,the crown-root ratio that class Ⅱ bone can tolerate is up to 2 times,and the crown-root ratio that class Ⅲ and class Ⅳ bones can tolerate is up to 1 times due to excessive strain of cancellous bone;but the crown-root ratio that cortical bone in class Ⅲ bone can tolerate is up to 2 times.Whether class Ⅲ bone can tolerate implant restoration with a high crown-root ratio and whether cancellous bone can tolerate higher strains needs further study.
2.Finite element analysis of implants with different crown-to-implant ratios under different bone conditions
Zirui KANG ; Yang WU ; Hailong SONG ; Qiaoyun YANG ; Lixiang ZANG ; Dongliang XU
Chinese Journal of Tissue Engineering Research 2026;30(2):319-328
BACKGROUND:Clinical studies suggest that both bone quality and excessive crown-to-implant ratio are factors that affect the success rate of implant surgery,but there is no consensus on how large the crown-to-implant ratio under each bone quality will affect the prognosis of implant repair.OBJECTIVE:To analyze the stress and strain of bone tissue around implant restorations with different crown-to-implant ratios under different bone types after stress loading using three-dimensional finite element method.Combined with the Frost bone mechanics regulation system theory,the physiological limits of bone strain were observed for each bone type within a certain range of crown to implant ratios.METHODS:Cone beam CT data were selected from a patient to establish solid bone block models with four different bone types(class Ⅰ bone:cortical bone thickness 3 mm+dense cancellous bone,class Ⅱ bone:cortical bone thickness 2 mm+relatively dense cancellous bone,class Ⅲ bone:cortical bone thickness 1 mm+relatively low-density cancellous bone,class Ⅳ bone:cortical bone thickness 1 mm+low-density cancellous bone).Implant restorations with five different crown-to-implant ratios(1,1.5,2,2.5,and 3)were created on each bone block model,for a total of 20 models.Vertical and oblique forces were applied to the dental crown to observe the von Mises stress values,strains,and displacement of the cortical and cancellous bones,as well as the degree of implant displacement.RESULTS AND CONCLUSION:(1)In the class Ⅰ bone model,when the crown-to-implant ratio reached 3 under oblique loading,the cortical bone strain exceeded the physiological limit.In the class Ⅱ bone model,under oblique loading,when the crown-to-implant ratio reached 2.5,the cortical bone strain exceeded the physiological limit.In the class Ⅲ bone model,under oblique loading,cortical bone exceeded the physiological limit when the crown-to-implant ratio reached 2.5,while cancellous bone reached the critical physiological limit at 1.In the class Ⅳ bone model,under oblique loading,when the crown-to-implant ratio reached 1.5,2,2.5,and 3,the cortical bone strain exceeded the physiological limit.In the class Ⅳ bone model,all five crown-to-implant ratios of cancellous bone exceeded physiological limits.(2)Under vertical load,the cancellous bone strain exceeded the physiological limit when the crown-root ratio reached 1,2,2.5,and 3 in the class Ⅲ bone model,and when the cancellous bone strain of the five crown-root ratios in the class Ⅳ bone model exceeded the physiological limit.(3)Under oblique or vertical load,the implant displacement of the 20 groups of models did not exceed 100 μm.(4)From the perspective of biomechanics,when patients with insufficient bone height choose implant restoration,the crown-root ratio that class Ⅰ bone can tolerate is up to 2.5 times,the crown-root ratio that class Ⅱ bone can tolerate is up to 2 times,and the crown-root ratio that class Ⅲ and class Ⅳ bones can tolerate is up to 1 times due to excessive strain of cancellous bone;but the crown-root ratio that cortical bone in class Ⅲ bone can tolerate is up to 2 times.Whether class Ⅲ bone can tolerate implant restoration with a high crown-root ratio and whether cancellous bone can tolerate higher strains needs further study.
3.Comparison of clinical efficacy and learning curve for robot-assisted cortical bone trajectory screw fixation performed by surgeons with different seniority in the treatment of lumbar degenerative disease
Yuzheng LU ; Wancheng LIN ; Jipeng SONG ; Yao ZHANG ; Siyuan YAO ; Meng YI ; Mingtao YAO ; Zhengning LUO ; Jiaqi YANG ; Lixiang DING ; Shengliang FU
Chinese Journal of Postgraduates of Medicine 2025;48(1):24-30
Objective:To analyze the clinical efficacy and learning curve for robot-assisted cortical bone trajectory (CBT) screw fixation performed by surgeons with different seniority in the treatment of lumbar degenerative disease.Methods:The clinical data of 91 lumbar degenerative disease patients underwent robot-assisted CBT screw fixation from August 2020 to December 2022 in Beijing Shijitan Hospital, Capital Medical University were retrospectively analyzed. Among them, 48 patients underwent surgery performed by the same senior surgeon (senior group), with a total of 234 CBT screws were placed; while 43 patients underwent surgery performed by the same junior surgeon (junior group), with a total of 206 CBT screws were placed. The surgical related indexes, functional improvement score, lower back pain and lower limb radiation pain scores, acceptable nail insertion rate, non invasion rate of facet joints and incidence of postoperative complications were compared between two groups. The functional improvement score was evaluated using the Japanese Orthopaedic Association (JOA) score, the pain score was evaluated using visual analog score (VAS). The cumulative sum (CUSUM) method was used to depict the learning curve with "single screw placement time" as the observation index.Results:There were no statistical difference in incision length, operation time, intraoperative blood loss and postoperative hospital stay between two groups ( P>0.05). The least squares means of JOA scores 1, 3 and 6 months after surgery in both groups increased significantly compared to baseline, while the least squares means of lower back pain VAS and lower limb radiation pain VAS decreased significantly compared to baseline; there were no statistical differences between two groups ( P>0.05). There were no statistical difference in acceptable nail insertion rate, non invasion rate of facet joints and incidence of postoperative complications between two group ( P>0.05). The CUSUM learning curves were fitting well and the inflection point for senior surgeon corresponded to 18 cases, while it was reached after performing surgery on 21 cases for junior surgeon. Conclusions:Robot-assisted CBT screw fixation performed by surgeons with different seniority could achieve similar clinical outcomes for treating lumbar degenerative disease. The senior surgeons are able to complete the initial learning stage faster than the junior surgeons, but there is not much difference in the number of surgeries performed the learning curve.
4.Clinical application of gasless endoscopic thyroidectomy via posterior chest-collarbone approach in the treatment of papillary thyroid carcinoma
Lixiang LI ; Yanyan LIU ; Haohao CHEN ; Wencan YANG ; Xuwen HAO ; Rongsheng SU
Chinese Journal of Endocrine Surgery 2025;19(1):51-56
Objective:To investigate the clinical results of gasless endoscopic thyroidectomy via posterior chest-collarbone approach (GETPCA) compared with open neck surgery for papillary thyroid carcinoma (PTC) .Mthods:Retrospective analysis of PTC patients admitted to the Department of Thyroid and Breast Surgery of the Third Affiliated Hospital of Anhui Medical University from Jan. 2022 to Dec. 2023,and randomly divided into the open group and the lumbo-scopic group according to whether or not they had a requirement for an unmarked neck, in which the open group was n=100,and the lumbo-scopic group was n=67,with 39 male cases and 128 female cases. Clinicopathological characteristics, surgery-related indexes, postoperative complications, postoperative pain scores and postoperative cosmetic satisfaction were compared between the two groups.The t-test,Wilcoxon rank-sum test, χ2 test, consecutively corrected χ2 test, or Fisher’s exact probability method were used to compare the groups. Results:No recurrence was seen during the follow-up period,and none of the cases in the luminal group was open in the middle. The differences in age, body mass index BMI, gender, relative tumor location,preoperative TSH, T stage and N stage between the two groups were not statistically significant ( P>0.05) . The total operation time [ (121.07±39.80) min vs. (93.87±26.97) min]in the luminal group was greater than that in the open group,intraoperative bleeding was less than that in the open group, and the postoperative drainage flow[ (130.69±31.01) mL vs. (105.52±32.71) mL] was greater than that in the open group in the postoperative period of 72 h, and the difference was statistically significant ( P<0.001) .There was no statistical difference between the two groups in terms of 24-h postoperative drainage volume, number of central zone lymph node dissection, number of positive central zone lymph nodes,postoperative hospitalization days or total hospitalization cost ( P>0.05) .The number of cases of neck discomfort (3 cases vs.23 cases, P<0.001) and swallowing dysfunction (2 cases vs.20 cases, P=0.003) in the luminal group was smaller than that in the open group,and the difference was statistically significant.The difference in the incidence of bleeding,incision infection,seroma,temporary recurrent laryngeal nerve injury and temporary parathyroid gland injury between the two groups was also not statistically significant ( P>0.05) .The postoperative NRS on day 1 and postoperative NRS on day 3 of the luminal group were lower than those of the open group,and the difference was statistically significant ( P>0.05) ,while there was no statistically significant difference between the postoperative NRS on day 7,the postoperative NRS on month 1 and the postoperative NRS on month 3 ( P>0.05) .Cosmetic satisfaction at 6 months postoperatively was higher in the luminal group than in the open group,and the difference was statistically significant ( P<0.001) . Conclusion:GETPCA for the treatment of the PTC is safe and feasible,with satisfactory cosmetic results and reduction of neck discomfort and swallowing dysfunction,which is worthy of clinical popularization.
5.Aging Inhibits Memory Immune Response of CD8+T Cells in Lungs of C57BL/6J Mice Against Influenza A(H1N1)Virus
Chao WANG ; Shun LI ; Xiaonan REN ; Hua YANG ; Lixiang CHEN ; Chunhua XU ; Xiaohui ZHOU
Laboratory Animal and Comparative Medicine 2025;45(5):515-523
Objective To compare functional differences of CD8+T cells in lung tissues between young and aged C57BL/6J mice during the contraction phase and memory immune response phase after infection with influenza A(H1N1)virus.Methods Lung tissues from young(3-month-old)and aged(24-month-old)C57BL/6J female mice without influenza virus infection were collected to prepare single-cell suspensions,which were stimulated with phorbol 12-myristate 13-acetate(PMA)/ionomycin or cluster of differentiation(CD)3/CD28 antibodies(T-cell antigen receptor/co-stimulatory signals)respectively(non-specific antigens stimulation).Flow cytometry intracellular cytokine staining(ICS)was performed on lung CD8+T cells to detect their secretion capacity of tumor necrosis factor-α(TNF-α)and interferon-γ(IFN-γ).Young and aged C57BL/6J mice were infected intranasally with 490 PFU PR8 influenza virus,and reinfected with homologous influenza virus 28 days later.Lung tissues were isolated on day 28(the contraction phase)and day 32(the memory immune response phase)after primary infection.Influenza virus-specific MHC-Ⅰ tetramer staining was used to detect the proportion of virus-specific CD8+T cells in lung tissue CD8+T cells,and ICS was used to analyze TNF-α,IFN-γ,and granzyme B expression in CD8+CD44high T cell subset.Results After non-specific antigen stimulation,TNF-α and IFN-γ secretion capacity in lung tissue CD8+T cells of aged group mice was significantly higher than that of young group(P<0.05).After virus-specific antigen stimulation,there were no statistically significant differences in the proportion of virus-specific CD8+T cells and the expression levels of TNF-α,IFN-γ,and granzyme B between the two groups of mice during the contraction phase(P>0.05),while during the memory immune response phase,the proportion of virus-specific CD8+T cells and the expression levels of TNF-α,IFN-γ,and granzyme B in the aged group mice were significantly lower than those in the young group(P<0.05).Conclusion CD8+T cells in aged mice maintain normal immune-related factor expression function under non-specific antigen stimulation,but show impaired immune-related factor expression function during antigen-specific memory immune response phase,suggesting that aging leads to defects in the formation or maintenance of CD8+T cell immune memory.
6.Clinical application of gasless endoscopic thyroidectomy via posterior chest-collarbone approach in the treatment of papillary thyroid carcinoma
Lixiang LI ; Yanyan LIU ; Haohao CHEN ; Wencan YANG ; Xuwen HAO ; Rongsheng SU
Chinese Journal of Endocrine Surgery 2025;19(1):51-56
Objective:To investigate the clinical results of gasless endoscopic thyroidectomy via posterior chest-collarbone approach (GETPCA) compared with open neck surgery for papillary thyroid carcinoma (PTC) .Mthods:Retrospective analysis of PTC patients admitted to the Department of Thyroid and Breast Surgery of the Third Affiliated Hospital of Anhui Medical University from Jan. 2022 to Dec. 2023,and randomly divided into the open group and the lumbo-scopic group according to whether or not they had a requirement for an unmarked neck, in which the open group was n=100,and the lumbo-scopic group was n=67,with 39 male cases and 128 female cases. Clinicopathological characteristics, surgery-related indexes, postoperative complications, postoperative pain scores and postoperative cosmetic satisfaction were compared between the two groups.The t-test,Wilcoxon rank-sum test, χ2 test, consecutively corrected χ2 test, or Fisher’s exact probability method were used to compare the groups. Results:No recurrence was seen during the follow-up period,and none of the cases in the luminal group was open in the middle. The differences in age, body mass index BMI, gender, relative tumor location,preoperative TSH, T stage and N stage between the two groups were not statistically significant ( P>0.05) . The total operation time [ (121.07±39.80) min vs. (93.87±26.97) min]in the luminal group was greater than that in the open group,intraoperative bleeding was less than that in the open group, and the postoperative drainage flow[ (130.69±31.01) mL vs. (105.52±32.71) mL] was greater than that in the open group in the postoperative period of 72 h, and the difference was statistically significant ( P<0.001) .There was no statistical difference between the two groups in terms of 24-h postoperative drainage volume, number of central zone lymph node dissection, number of positive central zone lymph nodes,postoperative hospitalization days or total hospitalization cost ( P>0.05) .The number of cases of neck discomfort (3 cases vs.23 cases, P<0.001) and swallowing dysfunction (2 cases vs.20 cases, P=0.003) in the luminal group was smaller than that in the open group,and the difference was statistically significant.The difference in the incidence of bleeding,incision infection,seroma,temporary recurrent laryngeal nerve injury and temporary parathyroid gland injury between the two groups was also not statistically significant ( P>0.05) .The postoperative NRS on day 1 and postoperative NRS on day 3 of the luminal group were lower than those of the open group,and the difference was statistically significant ( P>0.05) ,while there was no statistically significant difference between the postoperative NRS on day 7,the postoperative NRS on month 1 and the postoperative NRS on month 3 ( P>0.05) .Cosmetic satisfaction at 6 months postoperatively was higher in the luminal group than in the open group,and the difference was statistically significant ( P<0.001) . Conclusion:GETPCA for the treatment of the PTC is safe and feasible,with satisfactory cosmetic results and reduction of neck discomfort and swallowing dysfunction,which is worthy of clinical popularization.
7.Aging Inhibits Memory Immune Response of CD8+T Cells in Lungs of C57BL/6J Mice Against Influenza A(H1N1)Virus
Chao WANG ; Shun LI ; Xiaonan REN ; Hua YANG ; Lixiang CHEN ; Chunhua XU ; Xiaohui ZHOU
Laboratory Animal and Comparative Medicine 2025;45(5):515-523
Objective To compare functional differences of CD8+T cells in lung tissues between young and aged C57BL/6J mice during the contraction phase and memory immune response phase after infection with influenza A(H1N1)virus.Methods Lung tissues from young(3-month-old)and aged(24-month-old)C57BL/6J female mice without influenza virus infection were collected to prepare single-cell suspensions,which were stimulated with phorbol 12-myristate 13-acetate(PMA)/ionomycin or cluster of differentiation(CD)3/CD28 antibodies(T-cell antigen receptor/co-stimulatory signals)respectively(non-specific antigens stimulation).Flow cytometry intracellular cytokine staining(ICS)was performed on lung CD8+T cells to detect their secretion capacity of tumor necrosis factor-α(TNF-α)and interferon-γ(IFN-γ).Young and aged C57BL/6J mice were infected intranasally with 490 PFU PR8 influenza virus,and reinfected with homologous influenza virus 28 days later.Lung tissues were isolated on day 28(the contraction phase)and day 32(the memory immune response phase)after primary infection.Influenza virus-specific MHC-Ⅰ tetramer staining was used to detect the proportion of virus-specific CD8+T cells in lung tissue CD8+T cells,and ICS was used to analyze TNF-α,IFN-γ,and granzyme B expression in CD8+CD44high T cell subset.Results After non-specific antigen stimulation,TNF-α and IFN-γ secretion capacity in lung tissue CD8+T cells of aged group mice was significantly higher than that of young group(P<0.05).After virus-specific antigen stimulation,there were no statistically significant differences in the proportion of virus-specific CD8+T cells and the expression levels of TNF-α,IFN-γ,and granzyme B between the two groups of mice during the contraction phase(P>0.05),while during the memory immune response phase,the proportion of virus-specific CD8+T cells and the expression levels of TNF-α,IFN-γ,and granzyme B in the aged group mice were significantly lower than those in the young group(P<0.05).Conclusion CD8+T cells in aged mice maintain normal immune-related factor expression function under non-specific antigen stimulation,but show impaired immune-related factor expression function during antigen-specific memory immune response phase,suggesting that aging leads to defects in the formation or maintenance of CD8+T cell immune memory.
8.Short-term changes in energy metabolism of breast cancer cells under ultra-high dose rate irradiation
Yunbin LUO ; Jiaying ZHANG ; Jianfeng LYU ; Heming WANG ; Lixiang XUE ; Hao WANG ; Gen YANG ; Xueqing YAN
Chinese Journal of Radiological Medicine and Protection 2025;45(11):1122-1129
Objective:To explore the time variations of the influence of the ultra-high dose rate irradiation (FLASH irradiation, FLASH-IR) and conventional dose rate irradiation (CONV-IR) of electron beams under different doses on the energy metabolism of triple-negative breast cancer cells MDA-MB-231.Methods:The basal metabolism of the MDA-MB-231 cells and normal breast epithelial cells MCF-10A was compared using a Seahorse XF Pro Metabolic Analyzer. Based on an irradiation platform with a thermionic cathode electron accelerator (6 MeV), the MDA-MB-231 cells were exposed to FLASH-IR (106 Gy/s) and CONV-IR (0.1 Gy/s) at 2 and 14 Gy, respectively. Meanwhile, a sham irradiation group was established under identical culture conditions. The mitochondrial metabolism and glycolytic metabolism of the cells at 4, 24, and 48 h post-irradiation were analyzed.Results:Compared to the MCF-10A cells, the MDA-MB-231 cells exhibited a greater reliance on glycolytic metabolism. Compared to those of the sham irradiation group, MDA-MB-231 cells in the 2 Gy CONV-IR group showed up-regulated ATP-linked respiration at 4, 24, and 48 h post-irradiation ( t = 2.69-3.70, P < 0.05). Their glycolytic level and glycolytic capacity were up-regulated only at 4 h post-irradiation and were down-regulated at 48 h ( t = 2.79, -4.44, P < 0.05). In contrast, there was no statistically significant difference in these indicators between the FLASH-IR and CONV-IR groups ( P > 0.05). However, the proton leak of the MDA-MB-231 cells in the FLASH-IR group was relatively down-regulated at 4 h post-irradiation and was significantly up-regulated at 24 h and 48 h post-irradiation compared with the CONV-IR group ( t = -2.45, 3.19, 6.51, P < 0.05). At 14 Gy, the MDA-MB-231 cells in the CONV-IR group showed progressively increased mitochondrial and glycolytic metabolism across all time points ( t = 2.48-12.14, P < 0.05). Notably, compared with the CONV-IR group, the MDA-MB-231 cells in the FLASH-IR group exhibited more significantly up-regulated basal respiration, ATP-linked respiration, and non-mitochondrial oxygen consumption ( t = 2.56-6.51, P < 0.05), as well as a higher glycolytic capacity at 24 h post-irradiation ( t = 2.86, P < 0.05). Conclusions:Low-dose (2 Gy) FLASH-IR induces relatively up-regulated proton leak in breast cancer cells MDA-MB-231 at 24 h post-irradiation. In contrast, under high-dose (14 Gy) FLASH-IR, the MDA-MB-231 cells show more pronounced mitochondrial metabolic stress and a higher demand for energy metabolism.
9.Development model and considerations for the immunology platform in research-oriented hospitals
Zhaoyuan LIANG ; Yang BAI ; Dan LIU ; Yanfang LI ; Liu YANG ; Lixiang XUE ; Jianling YANG ; Yuqing WANG ; Zhengyang GUO ; Jie ZHANG
Chinese Journal of Medical Science Research Management 2025;38(3):219-226
Objective:This study systematically summarized the construction experience of the immunology platform at the Institute of Basic Medical Sciences, Peking University Third Hospital, aiming to provide theoretical references and practical guidance for research-oriented hospitals in building high-quality research platforms.Methods:This study employed case study analysis to elaborate on the platform development initiatives, integrating literature analysis and in-depth interviews to conduct a horizontal comparison of management models among peer research platforms.Results:Through five years of development, the platform had achieved remarkable outcomes via a model integrating ″Talent cultivation-Technological innovation-Equipment procurement″ Research talents had demonstrated breakthroughs in securing national-level research grants, publishing high-impact papers, and obtaining scientific awards. The technical service system had achieved enhancement in both service scope and professional depth, fostering robust interdisciplinary synergy. The platform had effectively expanded its societal engagement capacity.Conclusions:The sustainable advancement of research-oriented hospital immunology platform necessitates establishing standardized flow cytometry databases and implementing high-dimensional data integration. Building upon multidisciplinary convergence, it is imperative to pioneer innovative operational mechanisms characterized by efficiency, open-access, and shared frameworks.
10.Study on the application effect of logistic regression prediction model for stress ulcer after cerebral hemorrhage based on serum indicators
Lixiang WANG ; Yue ZHENG ; Chanchan FANG ; Sisi YE ; Yang ZHANG ; Yun LI
Chongqing Medicine 2025;54(6):1312-1318
Objective To construct a logistic regression prediction model for stress ulcer(SU)after cerebral hemorrhage.Methods A total of 230 patients with cerebral hemorrhage admitted to our hospital from January 2020 to January 2023 were prospectively selected as the study subjects.They were randomly di-vided into a training group and a validation group using a random number table method,with 115 patients in each group.The incidence of postoperative SU was statistically compared between the two groups.The least absolute shrinkage and selection operator(Lasso)and logistic regression were used to analyze the influencing factors of SU after cerebral hemorrhage,and a logistic regression prediction model was established and valida-ted.Results The incidence of SU was 19.13%in the training group and 20.00%in the validation group.In-crement of age,blood loss≥30 mL,higher levels of neutrophil-to-lymphocyte ratio(NLR),heat shock protein 70(HSP70)and HSP90 were identified as independent risk factors for SU after cerebral hemorrhage(P<0.05),while lower levels of Glasgow Coma Scale(GCS)score and albumin(Alb)were protective factors(P<0.05).The prediction model was logit(P)=0.409×age+1.288×blood loss-1.335×GCS score-1.126×Alb+0.452×NLR+1.483×HSP70+1.593×HSP90-10.325.The areas under the receiver operat-ing characteristic(ROC)curve(AUC)for the training group and the validation group were 0.845(95%CI:0.765-0.906)and 0.855(95%CI:0.777-0.913),respectively.The sensitivities were 81.82%and 90.91%,and the specificities were 76.34%and 70.97%,respectively.Conclusion A logistic regression prediction model was successfully constructed,which has certain predictive value for SU after cerebral hemorrhage.

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