The Expert Consensus on the Deployment of DeepSeek in Medical Institutions serves as a detailed guideline for the deployment of DeepSeek in medical institutions. It was developed by experts in the fields of healthcare， hospital management， medical information， health policy， law， and medical ethics from nearly 30 leading domestic medical and academic research institutions， based on relevant domestic and international laws and regulations as well as the practices of medical institutions. It aims to provide medical institutions with a scientific， standardized， and secure deployment guideline to ensure that the application of artificial intelligence （AI） technologies in healthcare， including but not limited to DeepSeek， conforms to the unique characteristics of the healthcare industry and effectively promotes the improvement of medical service levels. From the three aspects of pre-deployment evaluation， deployment implementation， and post-deployment management and monitoring， the key factors that medical institutions should consider when introducing DeepSeek were elaborated in detail， including medical demand compatibility， technical capabilities and infrastructure， legal and ethical risks， data preparation and management， model selection and optimization， system integration and training， performance monitoring and continuous optimization， risk management and emergency response， as well as compliance review and evaluation. This provides a comprehensive deployment framework for medical institutions to ensure the safety and effectiveness of technology applications.

Objective To investigate the correlation between the anatomical structure of patent foramen ovale(PFO)observed by transesophageal echocardiography(TEE)and the right to left shunt(RLS)grade of contrast-enhanced transthoracic echocardiography(c-TTE).Methods Ninety cases in which the presence of PFO was suggested by TEE examination as a diagnostic criterion from November 2021 to December 2022 in the First Hospital of Nanchang were retrospectively analysed.According to the c-TTE results of patients,the RLS was divided into 4 levels,and the correlation between PFO structural characteristics and RLS grading was analyzed.Results There was a positive correlation between PFO diameter size and RLS grading in resting state(r=0.381,P<0.05);The PFO diameter of patients with hypermobile interatrial septum(HIS)was larger and the difference was statistically significant(P<0.05);The PFO diameter of patients with persistent RLS was larger than that of excited phase patients,and the difference was statistically significant(P<0.05);There was no significant difference in RLS shunt degree between patients with long tunnel and those without long tunnel;There was no significant difference in RLS grade and PFO diameter size under Valsalva state.Conclusion Research has shown that certain anatomical structures of PFO interact with RLS grading,and PFO anatomical structures can also interact with each other(the opening diameter of the foramen ovale with HIS is larger);At the same time,TEE can clearly show the morphological characteristics of PFO and predict the degree of RLS,so as to further evaluate the possibility of ischemic stroke in patients with PFO,and provide more evidence for the indications for foramen ovale closure.

Objective:To evaluate the relationship between hippocampal macrophage polarization and perioperative neurocognitive disorders in mice with tibial fractures.Methods:Forty-five clean-grade healthy male C57/BL6 mice, aged 5-7 months, were divided into 3 groups ( n=15 each) using the random number table method: control group (group C), anesthesia group (group A) and anesthesia surgery group (group AS). Group C received no treatment. Group A was anesthetized with isoflurane inhaled for 15 min. In AS group, intramedullary nail fixation of tibial fracture was performed under anesthesia through inhalation of 2% isoflurane. Morris water maze test and open field test were performed before anesthesia/on 1 day before surgery and after anesthesia/on 1, 3 and 7 days after operation. Five mice were randomly selected after the behavioral experiments were completed at each time point, and hippocampal tissues were taken after the animals were sacrificed for determination of the expression of tumor necrosis factor-alpha (TNF-α), interleukin-1 beta (IL-1β), IL-6, chemokine (c-c motif) ligand 12 (CCL2), CCL5, CCL8, iNOS and Arg-1 mRNA (by quantitative real-time polymerase chain reaction), expression of iNOS and Arg-1 proteins (by Western blot), and percentage of CD11b, CD45, CD86 and CD206 cells in hippcampal area (by immunofluorescence staining). Results:Compared with group C, the escape latency was significantly prolonged after operation, the number of crossing the platform was reduced after operation, the expression of TNF-ɑ, IL-6, CCL5 and CCL8 mRNA and iNOS protein and mRNA was up-regulated, the expression of Arg-1 protein and mRNA was down-regulated, the percentages of CD11b + CD45 + cells and CD11b + CD86 + cells in the hippocampus were increased, and the percentages of CD11b + CD206 + cells were decreased in AS group ( P<0.05), and no significant change was found in the parameters mentioned above in group A ( P>0.05). Compared with group A, the escape latency was significantly prolonged after surgery, the frequency of crossing the platform was reduced after surgery, the expression of iNOS mRNA was up-regulated, the percentages of CD11b + CD45 + cells and CD11b + CD86 + cells were increased, and the percentages of CD11b + CD206 + cells were decreased in AS group ( P<0.05). Conclusions:The occurrence of PND may be related to increased polarization to M1 macrophages in the hippocampus and decreased polarization to M2 macrophages in mice with tibial fracture, which further leads to central inflammatory responses.

OBJECTIVE: To assess the value of fluorescence in situ hybridization (FISH) technique for the verification of the clonalities of non-clonal cytogenetic abnormalities (n-CCA) identified by conventional chromosome banding analysis (CBA) in patients with Myelodysplastic syndrome (MDS). METHODS: Clinical data and results of karyotyping and FISH assays for 91 patients of MDS with n-CCA identified by CBA were retrospectively analyzed. In total 94 non-clonal +8, 5q-, -7/7q- or 20q- were detected by CBA, among which 43 (45.7%) were verified to be clonal abnormalities by FISH. RESULTS: The detection rates for +8, 5q-, -7/7q- and 20q- by FISH were 47.6% (30/63), 25% (2/8), 41.7% (5/12), 40% (2/5) and 66.7% (4/6), respectively, with the positive cells accounting for 4% to 90% of all counted cells, with a median value of 7%. The 91 patients were divided into three groups including ≥ 20, 10 ~< 20 and < 10 based on the numbers of metaphase cells in CBA, and the detection rates by FISH for the three groups were 43.7% (31/71), 33.3% (3/9) and 63.6% (7/11), respectively, which showed no statistically difference (P > 0.05). Continuous CBA and FISH surveys were conducted for 26 patients who received supportive treatment, and the results revealed that 91.7% (11/12) of FISH-verified positive abnormalities had persisted, whereas 92.9% (13/14) of the n-CCA verified as negative by FISH was transient. CONCLUSION Nearly half of the CBA identified n-CCA have been verified as clonal aberrations by FISH, and the FISH detection rate showed no correlation with the number of metaphase cells. FISH test is strongly recommended for verifying the clonalities of n-CCA detected by CBA, and continuous cytogenetic survey of the patients with MDS is necessary.
Humans ; In Situ Hybridization, Fluorescence ; Retrospective Studies ; Chromosome Aberrations ; Karyotyping ; Myelodysplastic Syndromes/genetics*

Objective:To observe any effect of transcranial direct current stimulation (tDCS) on the cognition of stroke survivors and the integrity of their white matter fibers.Methods:Thirty persons with post-stroke cognitive impairment (PSCI) were randomly divided into an experimental group ( n=15) and a control group ( n=15). In addition to basic drug therapy and routine cognition training, the experimental group received 20 minutes of tDCS daily, 5 days per week for 3 weeks, while the control group received sham tDCS stimulation. Before and after the treatment, both groups′ cognitive functioning was evaluated using the mini-mental state examination (MMSE) and the Montreal cognitive assessment scale (MoCA). Their ability in the activities of daily living (ADL) was quantified using the modified Barthel index (MBI). Diffusion tensor imaging (DTI) was employed to observe any changes in the integrity of their white matter fibers. Results:The average MMSE, MOCA and MBI scores of both groups had improved significantly after the treatment, but the improvement in the experimental group was significantly greater than among the controls. The average fractional anisotroposy value of the affected inferior fronto-occipital fasciculus in both groups was positively correlated with the group′s average MMSE score and MoCA score.Conclusion:tDCS can effectively improve the cognition and functioning in the activities of daily living of stroke survivors. Its mechanism may be related to improving the integrity of the white matter fibers involved.

Objective     To explore the relationship between preoperative fasting plasma glucose (FPG) and postoperative pulmonary complications (PPCs) in type 2 diabetic patients undergoing elective thoracoscopic lung resection, and provide a reference for prediction and prevention of PPCs in the clinic. Methods     A retrospective analysis was performed on the type 2 diabetic patients who underwent elective thoracoscopic lung resection for the first time in our hospital from January 2017 to March 2021. According to the level of FPG one day before the operation, the patients were divided into three groups: a hypoglycemia group (<6.1 mmol/L), a medium level blood glucose group (≥6.1 mmol/L and <8.0 mmol/L) and a high blood glucose group (≥8.0 mmol/L). Besides, the patients were divided into a PPCs group and a non-PPCs group according to whether PPCs occurred. The risk factors for PPCs were analyzed by logistic regression analysis, and the predictive value of preoperative FPG level on PPCs was estimated by the area under the receiver operating characteristic curve (AUC). Results     A total of 130 patients were included, including 75 (57.7%) males and 55 (42.3%) females with an average age of 63.5±9.0 years. Logistic regression analysis showed that compared to non-PPCs patients, the level of preoperative FPG (P=0.023) and smoking history ratio (P=0.036) were higher and the operation time was longer (P=0.004) in the PPCs patients. High FPG level on preoperative day 1 and longer operation time were associated with PPCs risk. Besides, the preoperative FPG of 6.79 mmol/L was the threshold value to predict the occurrence of PPCs [AUC=0.653, 95%CI (0.559, 0.747), P=0.003]. Conclusion     There is a certain correlation between preoperative FPG level and postoperative PPCs, which may be used as an index to predict the occurrence of PPCs.

OBJECTIVE: To review the research progress of the feasibility of a new treatment method for atrophic rhinitis (ATR) based on tissue engineering technology (seed cells, scaffold materials, and growth factors), and provide new ideas for the treatment of ATR. METHODS: The literature related to ATR was extensively reviewed. Focusing on the three aspects of seed cells, scaffold materials, and growth factors, the recent research progress of ATR treatment was reviewed, and the future directions of tissue engineering technology to treat ATR were proposed. RESULTS: The pathogenesis and etiology of ATR are still unclear, and the effectiveness of the current treatments are still unsatisfactory. The construction of a cell-scaffold complex with sustained and controlled release of exogenous cytokines is expected to reverse the pathological changes of ATR, promoting the regeneration of normal nasal mucosa and reconstructing the atrophic turbinate. In recent years, the research progress of exosomes, three-dimensional printing, and organoids will promote the development of tissue engineering technology for ATR. CONCLUSION Tissue engineering technology can provide a new treatment method for ATR.
Humans ; Tissue Engineering/methods* ; Tissue Scaffolds ; Rhinitis, Atrophic ; Printing, Three-Dimensional ; Cytokines

Induction of cancer cell ferroptosis has been proposed as a potential treatment in several cancer types. Tumor-associated macrophages (TAMs) play a key role in promoting tumor malignant progression and therapy resistance. However, the roles and mechanisms of TAMs in regulating tumor ferroptosis is still unexplored and remains enigmatic. This study shows ferroptosis inducers has shown therapeutic outcomes in cervical cancer in vitro and in vivo. TAMs have been found to suppress cervical cancer cells ferroptosis. Mechanistically, macrophage-derived miRNA-660-5p packaged into exosomes are transported into cancer cells. In cancer cells, miRNA-660-5p attenuates ALOX15 expression to inhibit ferroptosis. Moreover, the upregulation of miRNA-660-5p in macrophages depends on autocrine IL4/IL13-activated STAT6 pathway. Importantly, in clinical cervical cancer cases, ALOX15 is negatively associated with macrophages infiltration, which also raises the possibility that macrophages reduce ALOX15 levels in cervical cancer. Moreover, both univariate and multivariate Cox analyses show ALOX15 expression is independent prognostic factor and positively associated with good prognosis in cervical cancer. Altogether, this study reveals the potential utility of targeting TAMs in ferroptosis-based treatment and ALOX15 as prognosis indicators for cervical cancer.

Type 1 diabetes mellitus (T1DM)-induced cognitive dysfunction is common, but its underlying mechanisms are still poorly understood. In this study, we found that knockout of conventional protein kinase C (cPKC)γ significantly increased the phosphorylation of Tau at Ser214 and neurofibrillary tangles, but did not affect the activities of GSK-3β and PP2A in the hippocampal neurons of T1DM mice. cPKCγ deficiency significantly decreased the level of autophagy in the hippocampal neurons of T1DM mice. Activation of autophagy greatly alleviated the cognitive impairment induced by cPKCγ deficiency in T1DM mice. Moreover, cPKCγ deficiency reduced the AMPK phosphorylation levels and increased the phosphorylation levels of mTOR in vivo and in vitro. The high glucose-induced Tau phosphorylation at Ser214 was further increased by the autophagy inhibitor and was significantly decreased by an mTOR inhibitor. In conclusion, these results indicated that cPKCγ promotes autophagy through the AMPK/mTOR signaling pathway, thus reducing the level of phosphorylated Tau at Ser214 and neurofibrillary tangles.
AMP-Activated Protein Kinases/metabolism* ; Animals ; Autophagy ; Diabetes Mellitus, Type 1 ; Glucose ; Glycogen Synthase Kinase 3 beta/metabolism* ; Mice ; Phosphorylation ; Protein Kinase C/metabolism* ; TOR Serine-Threonine Kinases/metabolism* ; tau Proteins/metabolism*

【Objective】 To study the characteristics of voluntary apheresis platelet donors in Zhoushan Islands and its influence on the collection and supply of apheresis platelets. 【Methods】 From January 1, 2017 to December 31, 2021, 1038 eligible donors were selected out of 1151 apheresis candidates for demographic analysis, donation time analysis, blood routine test. We also investigated whether the current supply of apheresis platelet met the needs of clinical. The lapsed donors(with only one donation) were telephone interviewed to investigate the lapsing reasons. 【Results】 From 2017 to 2021, the median (M) ratio of platelet donors to the population in Zhoushan City was 0.454 ‰. And 90.18% (1038/1151) of the candidates completed donation, involving 2659 donations and 3205 U products. The per capita donation amount was (1.29±0.77) U per person, which basically met the blood demand in clinical of Zhoushan Islands. The 1038 platelet donors were 18 to 59 yeas old[M(QR) 34(16)], and 47.50% (493/1038) of them aged 31 to 45; the ratio of male to female blood donors was 2.0∶1; 70.61% (733/1038) had college education or above; ABO blood group profile was A>O>B>AB. There were several peak periods of donation during 2017~2021: the second and third quarters of 2017~2019 and the third quarter of 2020; none in 2021, as yeae 2021 was volatile. The donation proportion of the first quarter was the lowest throughout 2017~2021. In 2017 and 2018, the proportion of donors with one donation accounted for 79.79% (75/94) and 51.63% (95/184), respectively. From 2019 to 2021, the proportion of donors with twice or more donation accounted for 60.35% (137/227), 57.36% (187/326) and 53.13% (170/320) , respectively. During 5 years, 10.88% (113/1051) of the candidates failed to donate platelets, of whom 72.57% (82/113) were due to unqualified pre-donation testing. 【Conclusion】 The donation behaviors in Zhoushan have been affected by each above-mentioned demographic factors. The awareness of donation and donation services in Zhoushan have been improved as combing the special geographic condition and demographic characteristics together, and the donation units is elevating yearly which has met the clinical needs of the whole island.