Objective:To investigate the longitudinal patterns and influencing factors of platelet counts among healthy adults in Sichuan Province from 2010 to 2021, and to inform the establishment of region-specific reference intervals for platelet counts.Methods:This study is a retrospective study. A total of 7 808 healthy adults who underwent annual physical examinations at West China Hospital, Sichuan University, between January 2010 and December 2021 were included. All participants were permanent Chengdu residents and completed consecutive complete blood count tests. Group-based trajectory modeling (GBTM) was used to identify distinct trajectories of platelet count over the ten-year period. One-way analyses were then conducted to compare baseline demographic characteristics (sex and age) among the different trajectory groups.Results:Among 7 808 participants, 4 589 (58.8%) were male and 3 219 (41.2%) were female. Four platelet count trajectories were identified by GBTM: steadily increasing group [27.4% (2 139/7 808)], early increase-plateau group [44.1% (3 445/7 808)], early decrease-subsequent increase group [5.4% (422/7 808)], and steadily decreasing group [23.1% (1 802/7 808)], with an average growth rate of 3.3%, 1.6%, 0.7%, and -0.6%, respectively. There were statistically significant differences in both sex and age distributions among the four trajectory groups. Sex-distribution differed significantly across the four trajectory groups ( χ2=73.3, P<0.001). The male proportions in the four trajectory groups were 59.6% (1 275/2 139), 62.8% (2 165/3 445), 48.1% (203/422), and 52.5% (946/1 802), respectively. The baseline ages were 45 (36, 55), 43 (35, 53), 50 (40, 60), and 47 (39, 58) years, respectively (H=121.0, P<0.001). Conclusions:Healthy adults in Sichuan Province exhibit four longitudinal trajectories of platelet counts: steadily increasing, early increase-plateau, early decrease-subsequent increase, and steadily decreasing. The two trajectories characterized by rising platelet counts (steadily increasing group and early increase-plateau group) exhibited higher male predominance and lower median ages, whereas the early decrease-subsequent increase group and the steadily decreasing group exhibited lower male proportions and higher median ages. Therefore, while establishing reference intervals and developing health management strategies for platelet counts, it is essential to account for the sex, age characteristics and the population′s dynamic changes.

Objective To explore the effect of bone grafting combined with locking plate fixation on the postoperative rehabilitation of patients with comminuted proximal humerus fractures.Methods A total of 84 patients with comminuted proximal humerus fractures who underwent surgery at Armed Forces Jiangxi General Hospital from January 2022 to July 2024 were enrolled.Using a randomized digital table method,the patients were divided into conventional group(n=42)and combined group(n=42).The combined group received bone grafting combined with locking plate fixation,while conventional group underwent single locked plate internal fixation.Perioperative indicators,shoulder joint function,range of motion,quality of life,and complications were compared between two groups.Results Compared with conventional group,intraoperative blood loss,surgical duration were longer while fracture healing time and hospitalization period were shorter in combined group,as well as postoperative drainage volume was lower(P＜0.05).Shoulder joint function of combined group was better than that of conventional group(P＜0.05).At 3 months after surgery,the short form health survey(SF-36)scores of patients in both groups were higher than those before surgery,and the SF-36 score of combined group was higher than that of conventional group(P＜0.05).The total incidence of complications in combined group was lower than that in conventional group,and the difference was statistically significant(P＜0.05).Conclusion Bone grafting combined with locking plate fixation for comminuted proximal humerus fractures is more safe,can shorten hospitalization time and fracture healing time,promote shoulder joint function improvement,improve patients' shoulder joint activity and quality of life.

ObjectiveThrough qualitatively and quantitatively analysis of the differences in chemical composition between the combined decoction and single decoction of Huaganjian and comparison of their core efficacy， to explore the rationality of the flexible clinical application of Huaganjian compound preparations and single-flavored dispensing granules. MethodsUltra performance liquid chromatography-quadrupole-electrostatic field orbitrap high resolution mass spectrometry（UPLC-Q-Exactive Orbitrap MS） was used to qualitatively analyze the combined decoction and single decoction samples of Huaganjian， and meanwhile， the contents of four index components（geniposide， paeoniflorin， hesperidin and paeonol） were quantitatively analyzed by high performance liquid chromatography（HPLC）. Nonalcoholic fatty liver disease（NAFLD） rat model induced by high-fat diet was applied to compare the efficacy of combined decoction and single decoction of Huaganjian. A total of 30 male SD rats were randomly divided into the control group， model group， lovastatin group（1.8 mg·kg^-1）， combined decoction group（1.26 g·kg^-1） and single decoction group（1.18 g·kg^-1）. After successful modeling， lovastatin group， combined decoction group and single decoction group were given corresponding doses of drugs by intragastric administration every day， and the control group and model group were given equal amounts of normal saline by intragastric administration， after 4 weeks of administration， the serum and liver tissues were collected， and the contents of alanine aminotransferase（ALT）， aspartate aminotransferase（AST）， total cholesterol（TC）， triglyceride（TG）， low-density lipoprotein cholesterol（LDL-C） and high-density lipoprotein cholesterol（HDL-C） in serum of rats were detected， and the liver pathological examination was carried out by hematoxylin-eosin（HE） staining and oil red O staining， so as to compare differences of their efficacy. ResultsSeventy chemical components were initially identified and attributed from the lyophilized powder of the combined decoction and single decoction samples of Huaganjian， and there was no obvious difference in composition between the two. Further quantitative analysis showed that the contents of geniposide， paeoniflorin， hesperidin and paeonol in the combined decoction samples were significantly increased when compared with those of the single decoction samples（P<0.01）. The pharmacodynamic results showed that compared with the model group， both the combined and single decoction groups of Huaganjian could improve the liver index of NAFLD rats， reduce the serum levels of AST， ALT， TC， TG and LDL-C， increase the serum level of HDL-C， and ameliorate the pathological changes of liver cell steatosis and fat accumulation. However， there was no significant difference in pharmacodynamic effects between the combined decoction group and the single decoction group. ConclusionThere is no significant difference between the combined decoction and single decoction of Huaganjian in terms of chemical composition， but the contents of the four index components show significantly difference. Both of them can significantly improve the fat accumulation and liver function in NAFLD rats. This study provides a reference basis for the rational clinical application and evaluation of famous classical formula compound preparations and single-flavored dispensing granules.

Objective To clone and express the heat shock cognate protein 20 (SjHsc20) of Schistosoma japonicum, and to preliminarily investigate its biological characteristics. Methods The target fragment of the SjHsc20 gene was amplified using PCR assay and cloned into the pET-28a(+) expression plasmid to generate the recombinant expression vector pET-28a(+)-SjH-sc20, which was then transformed into Escherichia coli BL21 (DE3) competent cells. The recombinant SjHsc20 (rSjHsc20) protein was induced with isopropyl β-D-thiogalactopyranoside (IPTG) and purified, and the expression of the rSjHsc20 protein was checked with sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). The immunogenicity of the rSjHsc20 protein was detected using Western blotting, and the transcriptional levels of SjHsc20 were quantified in S. japonicum worms at different developmental stages and in male and female adult worms using real-time quantitative PCR (RT-qPCR) assay. Thirty female BALB/c mice at ages 6 to 8 weeks were divided into three groups, including the rSjHsc20 immunization group, the PBS control group, and the ISA 206 adjuvant group, of 10 mice in each group. Mice in the rSjHsc20 immunization group were subcutaneously immunized with 20 μg rSjHsc20 on days 1, 15 and 31, and animals in the PBS control group were subcutaneously injected with the same volume of PBS on days 1, 15 and 31, while mice in the ISA 206 adjuvant group were subcutaneously immunized with the same volume of ISA 206 adjuvant on days 1, 15 and 31, respectively. All mice in each group were infected with (40 ± 2) S. japonicum cercariae via the abdomen 14 day following the last immunization. Levels of serum specific IgG and its subtypes IgG1 and IgG2 antibodies against rSjHsc20, and the serum titers of anti-rSjHsc20 antibody were detected in mice using indirect enzyme-linked immunosorbent assay (ELISA). All mice were sacrifice 42 days post-infection, and S. japonicum worms were collected from the hepatic portal vein and counted. The eggs per gram (EPG), worm burden reductions and egg burden reductions were estimated to evaluate the protective efficacy of the rSjHsc20 protein. Results The SjHsc20 gene had an open reading frame (ORF) with 756 bp in length and encoded 252 amino acids, and the rSjHsc20 protein had a relative molecular mass of approximately 29 kDa. The rSjHsc20 protein was recognized by the serum of mice infected with S. japonicum and the serum of mice immunized with the rSjHsc20 protein, indicating that rSjHsc20 had a good immunogenicity. There was a significant difference in the transcriptional levels of the SjHsc20 gene among the 7-day (1.001 4 ± 0.065 7), 12-day (2.268 3 ± 0.129 2), 21-day (1.378 5 ± 0.160 4), 28-day (1.196 4 ± 0.244 0), 35-day (1.646 3 ± 0.226 1), 42-day worms of S. japonicum (1.758 0 ± 0.611 1) (F = 38.45, P < 0.000 1), and the transcriptional level of the SjHsc20 gene was higher in the 12-day worms than in worms at other developmental stages (all P values < 0.000 1). The serum levels of anti-rSjHsc20 IgG antibody were 0.106 6 ± 0.010 7, 0.108 3 ± 0.010 4, and 0.553 2 ± 0.069 1 in the PBS control group, ISA 206 adjuvant group, and rSjHsc20 immunization group following the last immunization, respectively, and the serum levels of IgG1 antibody were 0.137 3 ± 0.054 0, 0.181 1 ± 0.096 8, and 1.765 8 ± 0.221 1, while the levels of IgG2a antibody were 0.280 3 ± 0.197 6, 0.274 0 ± 0.146 3, and 1.560 4 ± 0.106 0, respectively. There were significant differences in the serum levels of anti-rSjHsc20 IgG (F = 397.70, P < 0.000 1), IgG1 (F = 401.00, P < 0.000 1) and IgG2a antibodies (F = 229.70, P < 0.000 1) among the three groups, and the serum levels of anti-rSjHsc20 IgG, IgG1 and IgG2a antibodies were higher in the rSjHsc20 immunization group than in the PBS control group and the ISA 206 adjuvant group (all P values < 0.000 1). There was a significant difference in the IgG1/IgG2a ratio among the rSjHsc20 immunization group (1.177 2 ± 0.143 6), the PBS control group (0.428 4 ± 0.199 8) and the ISA 206 adjuvant group (0.559 9 ± 0.181 1) (F = 43.97, P < 0.000 1), and the IgG1/IgG2a ratio was > 1 in the rSjHsc20 immunization group, which was higher than in the PBS control group and the ISA 206 adjuvant group (both P values < 0.000 1). The titers of serum anti-rSjHsc20 antibody were all above 1∶16 384 in the rSjHsc20 immunization group following immunizations on days 1, 15 and 31, indicating that the rSjHsc20 protein had a strong immunogenicity. The mean worm burdens were (16.60±5.75), (15.80±5.58) worms per mouse and (14.40±5.75) worms per mouse in the PBS control group, the ISA 206 adjuvant group and the rSjHsc20 immunization group 42 days post-infection with S. japonicum cercariae (F = 0.50, P > 0.05), and the EPG were 68 370 ± 22 690, 67 972 ± 19 502, and 41 075 ± 13 251 in the PBS control group, the ISA 206 adjuvant group and the rSjHsc20 immunization group (F = 4.55, P < 0.05), with lower EPG in the PBS control group and the ISA 206 adjuvant group than in the rSjHsc20 immunization group (both P values < 0.05). Immunization with the rSjHsc20 protein resulted in a worm burden reduction of 13.25% and an egg burden reduction of 39.92% relative to the PBS control group. Conclusions SjHsc20 is successfully cloned and expressed, and the rSjHsc20 protein induces partial immunoprotective effects in mice, which provides a basis for deciphering the biological functions of SjHsc20 and assessing the potential of SjH-sc20 as a vaccine candidate.

The study aims to examine the effects and potential mechanisms of disulfiram (DSF) on cardiac hypertrophic injury, focusing on the role of transforming growth factor-β-activated kinase 1 (TAK1)-mediated pan-apoptosis (PANoptosis). H9C2 cardiomyocytes were treated with angiotensin II (Ang II, 1 µmol/L) to establish an in vitro model of myocardial hypertrophy. DSF (40 µmol/L) was used to treat cardiomyocyte hypertrophic injury models, either along or in combination with the TAK1 inhibitor, 5z-7-oxozeaenol (5z-7, 0.1 µmol/L). We assessed cell damage using propidium iodide (PI) staining, measured cell viability with CCK8 assay, quantified inflammatory factor levels in cell culture media via ELISA, detected TAK1 and RIPK1 binding rates using immunoprecipitation, and analyzed the protein expression levels of key proteins in the TAK1-mediated PANoptosis pathway using Western blot. In addition, the surface area of cardiomyocytes was measured with Phalloidin staining. The results showed that Ang II significantly reduced the cellular viability of H9C2 cardiomyocytes and the binding rate of TAK1 and RIPK1, significantly increased the surface area of H9C2 cardiomyocytes, PI staining positive rate, levels of inflammatory factors [interleukin-1β (IL-1β), IL-18, and tumor necrosis factor α (TNF-α)] in cell culture media and p-TAK1/TAK1 ratio, and significantly up-regulated key proteins in the PANoptosis pathway [pyroptosis-related proteins NLRP3, Caspase-1 (p20), and GSDMD-N (p30), apoptosis-related proteins Caspase-3 (p17), Caspase-7 (p20), and Caspase-8 (p18), as well as necroptosis-related proteins p-MLKL, RIPK1, and RIPK3]. DSF significantly reversed the above changes induced by Ang II. Both 5z-7 and exogenous IL-1β weakened these cardioprotective effects of DSF. These results suggest that DSF may alleviate cardiac hypertrophic injury by inhibiting TAK1-mediated PANoptosis.
Animals ; MAP Kinase Kinase Kinases/physiology* ; Rats ; Myocytes, Cardiac/pathology* ; Disulfiram/pharmacology* ; Cardiomegaly ; Apoptosis/drug effects* ; Cell Line ; Angiotensin II ; Necroptosis/drug effects* ; Interleukin-1beta/metabolism* ; Receptor-Interacting Protein Serine-Threonine Kinases/metabolism* ; Lactones ; Resorcinols ; Zearalenone/administration & dosage*

Objective:To compare the impacts of external fixation of different durations on rehabilitation outcomes after open repair of acute Achilles tendon rupture.Methods:A prospective cohort study was conducted to analyze the clinical data of patients with unilateral acute closed Achilles tendon rupture admitted to Peking University Third Hospital from August 2020 to August 2023. Patients were divided into Group A ( n=96), Group B ( n=347), Group C ( n=346), and Group D ( n=105) based on different postoperative immobilization durations (0, 2, 4 and 6 weeks, respectively). After all the patients received identical open repair procedure, Group A was rehabilitated immediately but the other groups were rehabilitated with the same protocol after removal of the external fixation. Four groups were compared in terms of recovery time of one-leg heel-rise height (OHRH), recovery time of light exercise (LE) in brisk walking and jogging and recovery time of range of motion (ROM). Visual analogue scale (VAS) scores were also compared at 2, 4, 6 and 8 weeks postoperatively. Achilles tendon total rupture score (ATRS) and American Orthopedic Foot & Ankle Society (AOFAS) ankle-hindfoot scores were evaluated at 6, 8, 10, 12, 14 and 16 weeks postoperatively. Complications were recorded. Results:A total of 894 patients including 869 males and 25 females were included, aged 18-60 years [(35.0±6.3)years]. All the patients were followed up for 14-25 months [(19.0±3.0)months]. The recovery time of OHRH in Group A and B was 12.0(12.0, 12.0)weeks and 12.0(10.0, 12.0)weeks, shorter than those in Group C [14.0(14.0, 16.0)weeks] and D [14.0(14.0, 14.0)weeks] ( P<0.05), with no significant difference between Group A and B ( P>0.05) and between Group C and D ( P>0.05). The recovery time of LE in Group A and B was 18.0(18.0, 18.0)weeks and 18.0(16.0, 18.0)weeks, shorter than those in Group C [20.0(20.0, 20.0)weeks] and D [20.0(20.0, 20.0)weeks] ( P<0.05), with no significant difference between Group A and B ( P>0.05) and between Group C and D ( P>0.05). The recovery time of ROM in Group A and B was 6.0(6.0, 6.0)weeks and 6.0(6.0, 6.0)weeks, shorter than those in Group C [8.0(8.0, 10.0)weeks] and D [10.0(10.0, 10.0)weeks)] ( P<0.05), with no significant difference between Group A and B, and between Group C and D ( P>0.05). At 2 weeks postoperatively, the VAS scores were 2.0(1.0, 2.0)points, 2.0(1.0, 2.0)points, and 2.0(1.5, 2.0)points in Group B, C and D, lower than 5.0(5.0, 5.0)points in Group A ( P<0.05), with no significant difference among Group B, C, and D ( P>0.05). At 4 weeks postoperatively, the VAS scores were 1.0(0, 1.0)points, 1.0(0, 1.0)points, and 1.0(0.5, 1.0)points in Group B, C and D, lower than 2.0(1.0, 2.0)points in Group A ( P<0.05), with no significant difference among Group B, C, and D ( P>0.05). At 6 weeks postoperatively, the VAS score was 0(0, 0)points in all the 4 groups, with no significant difference among them ( P>0.05). At 8 weeks postoperatively, the VAS score was 0(0, 0)points, with lower scores in Group A and B than those in Group C and D ( P<0.05) but with no significant difference between Group A and B and between Group C and D ( P>0.05). At 6 weeks postoperatively, the ATRS scores were 52.0(52.0, 53.8)points and 52.0(50.0, 53.0)points in Group A and B, higher than 41.0(38.0, 43.0)points and 19.0(18.0, 20.0)points in Group C and D ( P<0.05), with a higher score in Group C than that in Group D ( P<0.05) but with no significant difference between Group A and B ( P>0.05). At 8 weeks postoperatively, the ATRS scores were 66.0(66.0, 68.0)points in Group A, higher than 63.0(62.0, 64.0)points, 52.0(50.0, 53.0)points, and 39.0(37.0, 40.0)points in Group B, C and D ( P<0.05), with a higher score in Group B than those in Group C and D ( P<0.05) and a higher score in Group C than that in Group D ( P<0.05). At 10 weeks postoperatively, the ATRS score was 75.0(74.0, 76.0)points in Group B, higher than 69.0(69.0, 70.0)points, 72.0(66.0, 74.0)points, and 62.0(58.5, 63.0)points in Group A, C and D ( P<0.05), with higher scores in Group A and C than that in Group D ( P<0.05) but with no significant difference between Group A and C ( P>0.05). At 12 weeks postoperatively, the ATRS score was 84.0(82.0, 85.0)points in Group B, higher than 75.0(75.0, 77.0)points, 79.0(72.0, 81.0)points, and 72.0(71.0, 73.0)points in Group A, C and D ( P<0.05), with higher scores in Group A and C than that in Group D ( P<0.05) but with no significant difference between Group A and C ( P>0.05). At 14 weeks postoperatively, the ATRS score was 87.0(86.0, 87.0)points in Group B, higher than 82.0(82.0, 84.0)points, 83.0(80.0, 85.0)points, and 79.0(77.5, 80.0)points in Group A, C and D ( P<0.05), with higher scores in Group A and C than that in Group D ( P<0.05) but with no significant difference between Group A and C ( P>0.05). At 16 weeks postoperatively, the ATRS scores were 87.0(87.0, 88.0)points and 88.0(87.0, 88.0)points in Group A and B, higher than 86.0(85.0, 87.0)points and 84.0(83.0, 85.0)points in Group C and D ( P<0.05), with a higher score in Group C than that in Group D ( P<0.05) but with no significant difference between Group A and B ( P>0.05). At 6 weeks postoperatively, the AOFAS ankle-hindfoot scores were 94.0(94.0, 95.0)points and 95.0(94.0, 96.0)points in Group A and B, higher than 85.0(83.0, 86.0)points and 74.0(72.0, 75.0)points in Group C and D ( P<0.05), with a higher score in Group C than that in Group D ( P<0.05) but with no significant difference between Group A and B ( P>0.05). At 8 weeks postoperatively, the AOFAS ankle-hindfoot scores were 100.0(99.0, 100.0)points in Group B, higher than 94.0(94.0, 95.0)points, 92.0(90.0, 93.0)points, and 83.0(82.0, 84.0)points in Group A, C and D ( P<0.05), with a higher score in Group A than those in Group C and D ( P<0.05) and a higher score in Group C than that in Group D ( P<0.05). At 10 weeks postoperatively, the AOFAS ankle-hindfoot score was 100.0(100.0, 100.0)points in Group B, higher than 98.0(98.0, 98.0)points, 98.0(96.8, 99.0)points, and 96.0(95.0, 97.0)points in Group A, C and D, with higher scores in Group A and C than that in Group D ( P<0.05) but with no significant difference between Group A and C ( P>0.05). At 12 weeks postoperatively, the AOFAS ankle-hindfoot score was 100.0(100.0, 100.0)points in both Group A and B, with no significant difference between them ( P>0.05), which was higher than 100.0(98.0, 100.0)points and 99.0(98.0, 99.0)points in Group C and D ( P<0.05), with a higher score in Group C than that in Group D ( P<0.05). At 14 and 16 weeks postoperatively, AOFAS ankle-hindfoot score was 100.0(100.0, 100.0)points, with no significant difference among all the groups ( P>0.05). Superficial wound infection occurred in 12 patients [5.2%(5/96) in Group A, 0.6%(2/347) in Group B, 0.6%(2/346) in Group C and 2.9%(3/105) in Group D] ( P<0.01) while rerupture occurred in 16 [9.4%(9/96) in Group A, 1.2% (4/347) in Group B, 0.9%(3/105) in Group C, and 0 patient in Group D] ( P<0.01). Conclusion:For patients with unilateral acute Achilles tendon rupture, two weeks of postoperative external fixation after open repair can shorten the time of returning sports, alleviate pain, and promote functional recovery, without increasing the risk of complications.

Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.

Objective:To investigate the clinical characteristics of patients with multiple myeloma(MM)complicated by bone lesions and the risk factors associated with bone lesions.Methods:The clinical data of 294 newly diagnosed MM patients in Gansu Provincial Hospital from January 2017 to June 2021 were retrospectively analyzed.The patients were divided into the bone lesion group(154 cases)and the non-bone lesions group(140 cases)based on the presence of absence of bone lesions at diagnosis.The general data and laboratory parameters were compared between the two groups.The risk factors for bone lesions in MM patients were analyzed by logistic regression analysis,and the characteristic(ROC)curves were plotted to assess the predictive value of each risk factor for the occurrence of bone lesions in MM patients.Results:Compared to the non-bone lesion group,the bone lesion group had significantly higher serum calcium levels and significantly greater proportions of patients with Durie-Salmon(DS)stage Ⅲ,and bone pain(all P＜0.05).Logistic regression analysis showed that elevated serum calcium(OR=5.135,95％CI:1.931-13.653,P=0.001),DS stage Ⅲ(OR=1.841,95％CI:1.019-3.328,P=0.043),and bone pain(OR=8.208,95％CI:4.761-14.151,P＜0.001)were independent risk factors for bone lesions in MM patients.ROC curve analysis showed that serum calcium(AUC=0.619,95％CI:0.555-0.683,P＜0.001)and bone pain(AUC=0.743,95％CI:0.692-0.793,P＜0.001)had predictive value for bone lesions in MM patients.Conclusion:MM patients have a high incidence of bone lesions,and active monitoring and management of risk factors may improve treatment outcomes and prognosis.

Objective To modify the YOLOv5 algorithm with similarity attention mechanism(SimAM)to enhance the recognition and segmentation accuracy of CT images for cerebral hemorrhage.Methods A basic framework was established with a YOLOv5 algorithm consisting of a backbone network(Backbone),a neck module(Neck)and a head module(Head),and then SimAM was introduced at the end of Backbone to form a YOLOv5-Sim-B algorithm and at the end of Neck to construct a YOLOv5-Sim-N algorithm.The YOLOv5-Sim-B and YOLOv5-Sim-N algorithms were trained and validated using the CT image dataset for cerebral hemorrhage publicly available on the Kaggle competition platform,and compared with the traditional YOLOv5 algorithm for recognizing and segmenting cerebral hemorrhagic lesions in CT images.Results In case the value of IoU-T was 0.6,the mean average precision(mAP)was 0.967 for YOLOv5-Sim-B algorithm,0.960 for the YOLOv5-Sim-N algorithm and 0.964 for the traditional YOLOv5 algorithm during the recognition and segmentation of cerebral hemorrhagic lesions in CT images.Conclusion The proposed algorithm gains advantages in detection accuracy and robustness,and can efficiently identify and segment cerebral hemorrhage foci in CT images.[Chinese Medical Equipment Journal,2025,46(5):1-8]

BACKGROUND:In the repair of large bone defects,a variety of factors such as seed cell passaging can cause senescence of osteoblasts,leading to a reduction in osteogenic differentiation activity after implantation of tissue-engineered bone.In recent years,a novel mechanism involving primary cilia in cell senescence has been widely studied,but the primary cilia-related mechanism of"passage senescence-reduced osteogenic activity"is not fully understood.OBJECTIVE:To explore the possible mechanisms by which primary cilia regulate the senescence of MC3T3-E1 cells.METHODS:The osteoblast precursor cell lines MC3T3-E1 were passaged to 10th generation cells(early passage)and 40th generation cells(late passage).siRNA was used to silence IFT88 to inhibit primary cilia formation.The cells were than grouped into passage 10 group,passage 40 group,passage 10+siRNA IFT88 group,and passage 40+siRNA IFT88 group.RT-PCR and western blot assays were used to detect the expression of the aging marker P16(CDKN2A),the osteogenic activity markers bone morphogenetic protein 2 and alkaline phosphatase,and the Hedgehog pathway IHH expression.Alizarin red staining and primary cilia immunofluorescence staining were performed.Spearman correlation analysis was conducted to analyze primary cilia positive rate and IHH and bone morphogenetic protein 2 expression.RESULTS AND CONCLUSION:(1)The expression of CDKN2A(P16)in the passage 10 group was significantly higher than in the passage 40 group,but the difference disappeared after siRNA IFT88 intervention.(2)Meanwhile,the positive rate of primary cilia cells in the passage 10 group were higher than in the passage 40 group,while siRNA IFT88-significantly inhibited the expression of primary cilia in both passage 10 and passage 40 cells.(3)The transcriptional activity and protein expression of bone morphogenetic protein 2 and alkaline phosphatase in the passage 10 group were higher than those in the passage 40 group.After inhibiting the expression of primary cilia with siRNA,the above differences were reduced or disappeared.(4)The positive rate of primary cilia cells was correlated with IHH and bone morphogenetic protein 2 protein expression.To conclude,primary cilia mediate the replicative senescence of osteogenic MC3T3-E1 cells and regulate osteogenic differentiation ability.