1.Research progress on the identification and intervention of non-suicidal self injury behavior among adolescents using artificial intelligence
YIN Jingfeng, ZHAO Yanhao, LIU Xinyi, ZOU Haiou
Chinese Journal of School Health 2025;46(12):1820-1824
Abstract
The global prevalence of non-suicidal self-harm (NSSI) among adolescents is becoming increasingly severe. Traditional mental health services are struggling to meet the growing social demand due to limited resource allocation and service accessibility. The rapid development of artificial intelligence (AI) technology provides a new technological path. The article systematically reviews the research progress of AI technology in adolescent NSSI, demonstrating key technologies such as machine learning, natural language processing, and deep learning in predicting NSSI risk prediction, emotion recognition and online intervention for adolescents. However, challenges remain, including algorithm bias, data privacy protection, model interpretability and ethical decision making. Future research should focus on multi disciplinary collaborative cooperation based on artificial intelligence to build a safe, effective and sustainable digital psychological intervention system, so as to provide innovative strategies and technical support for the early warning and intervention of NSSI behavior in adolescents.
2.The factors affecting the prognosis of complex intracranial aneurysms treated with pipeline flow-direction device and the construction of a nomogram prediction model
Ziyin ZHANG ; Dong QIU ; Ping ZHENG ; Yang AN ; Tao ZHANG ; Xuesong TANG ; Zhixing YAN ; Suwen LI ; Liping YIN ; Yongji JIANG ; Ligang HU ; Jingfeng TANG
Journal of Interventional Radiology 2024;33(9):944-949
Objective To investigate the factors influencing the prognosis of complex intracranial aneurysms treated with pipeline flow-directed device(PED)and to develop a nomogram prediction model.Methods The clinical data of a total of 98 patients with complex intracranial aneurysm,who were admitted to the Anyue County People's Hospital or the Second Affiliated Hospital of Guilin Medical College of China from January 2021 to April 2023 to receive PED treatment,were retrospectively analyzed.The influencing factors that might affect the prognosis of patients with complex intracranial aneurysm were collected.According to the modified Rankin Scale(mRS)score,the patients were divided into good prognosis group(being defined as mRS ≤2 points)and poor prognosis group(being defined as mRS>2 points).The clinical data were compared between the two groups,and a nomogram model was established and validated.Results In the 98 patients,poor prognosis was seen in 10(10.20%).The differences in age,history of hypertension,history of diabetes mellitus,clopidogrel resistance,Fisher classification,repeated aneurysm rupture,aneurysm location,aneurysm size,aneurysm neck,multiple lesions,and Hunt-Hess grade on admission between good prognosis group and poor prognosis group were statistically significant(all P<0.05).Multivariate analysis revealed that history of hypertension,clopidogrel resistance,repeated aneurysm rupture,aneurysm location,multiple lesions,and Hunt-Hess grade were the independent factors influencing the prognosis of patients with complex intracranial aneurysm after receiving PED treatment.The AUC of the nomogram model in predicting the prognosis of PED for complex intracranial aneurysms was 0.849(95%CI=0.758-0.939).The predicted curves of the model group and validation group were basically fitted to the standard curves.The results of the decision curve analysis showed that the net benefit to patients was greater than 0 when the probability threshold of the nomogram model for predicting a poor prognosis of PED for complex intracranial aneurysms was 0.10-0.90.Conclusion The factors causing poor prognosis of PED for complex intracranial aneurysms mainly include history of hypertension,clopidogrel resistance,repeated aneurysm rupture,etc.The nomogram model established in this study can predict the risk of poor prognosis in patients with complicated intracranial aneurysm after receiving PED treatment.
3.ICD-10 coding of pelvic organ prolapse
Wenshan YANG ; Jingfeng YIN ; Jie WANG ; Chenlu LI
Modern Hospital 2024;24(9):1388-1390
Objective To accurately encode pelvic organ prolapse and ensure data accuracy.Methods ICD-10 coding analysis was performed in combination with the professional knowledge of the International Classification of Diseases(ICD-10)and specific clinical cases of pelvic organ prolapse.Results Vaginal anterior wall prolapse,regardless of severity,was encoded as N81.1;vaginal posterior wall prolapse,regardless of severity,as N81.6;uterine prolapse grade Ⅰ and Ⅱ,regardless of the presence or absence of vaginal anterior and posterior wall prolapse,as N81.2;uterine prolapse grade Ⅲ,whether the prolapse of the anterior and posterior vaginal walls is combined,or what level of the severity of the prolapse,as N81.3;cervical prolapse staging,regardless of severity or presence of vaginal anterior and posterior wall prolapse,as N81.2.In addition,the N81.-code does not include genital prolapse complicating pregnancy(O34.5),prolapse and hernia of ovary and fallopian tube(N83.4),vaginal fornix prolapse after hysterectomy(N99.3).Conclusion To ensure accurate coding,the composite coding rules must be cross-checked with volume one.ICD-10 failed to reflect the severity of vaginal prolapse in clinical practice.To consider the severity,coding should be extended in the N81.-segment.It is essential for coders to actively acquire clinical knowledge,rein-force professional knowledge,and enhance their responsibility to improve their coding proficiency and ensure data accuracy.
4.Advances in prostate cancer biomarkers.
Zibin CHU ; Ye XU ; Ziqiang YIN ; Jingfeng CAO ; Chengyu JIN ; Xiaoyang CHEN ; Zhao YANG
Chinese Journal of Biotechnology 2024;40(11):3951-3973
Prostate cancer is one of the most common malignant tumors in men and posing a serious threat to men's health. Detection methods such as prostate-specific antigen (PSA), prostate biopsy, and magnetic resonance imaging are widely used for prostate cancer screening, but they have low specificity, high cost, and significant risks. Therefore, there is an urgent need to develop highly specific, low-cost, easily obtained, stable, and reliable biomarkers, and use them as the basis to establish non-invasive screening and diagnostic methods for prostate cancer. This paper reviewed the recent advances in the use of prostate cancer biomarkers and combined detection methods for prostate cancer diagnosis and prognosis assessment and provides an in-depth analysis and comparison of different biomarkers and combined detection methods, as well as points out the directions and challenges for future research. The paper emphasizes the importance of developing efficient, cost-effective and easy-to-implement biomarkers to increase the early diagnosis rate of prostate cancer, improve patient prognosis, and reduce the waste of healthcare resources. This paper provides an important theoretical basis and technical guidance for early diagnosis, precise treatment and prognostic evaluation of prostate cancer, and has important reference value for promoting clinical research and practice of prostate cancer.
Humans
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Male
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Prostatic Neoplasms/diagnosis*
;
Biomarkers, Tumor/blood*
;
Early Detection of Cancer/methods*
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Prognosis
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Prostate-Specific Antigen/blood*
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Glutamate Carboxypeptidase II/metabolism*
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Antigens, Neoplasm/blood*
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Antigens, Surface
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Serine Endopeptidases
5.Mechanism of Baicalein in Inhibiting Microglial Activation and Protecting SH-SY5Y Nerve Cells
Mengxia YIN ; Jingfeng OUYANG ; Tuotuo CUI ; Xin LIU ; Mengfei SUN ; Zhiwei JING
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(10):93-101
ObjectiveTo investigate the effect of baicalein (BAI) on SH-SY5Y cell injury in lipopolysaccharide (LPS)-activated BV-2 cells conditioned medium and its mechanism. MethodThe BV-2 cells were activated with 1 mg∙L-1 of LPS to establish the conditioned medium of the LPS group, and a blank group and groups of BAI with low, medium, and high concentrations (4, 8, 16 μmol∙L-1) were established. SH-SY5Y cells were cultured with the conditioned medium of each group. The cell viability of BV-2 cells in each group after the intervention was determined by cell counting kit-8 (CCK-8). The content of tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), and interleukin-1β (IL-1β) in the supernatant of BV-2 cells in each group was determined by enzyme-linked immunosorbent assay (ELISA). The protein expression of α-synuclein (α-syn) and tyrosine hydroxylase (TH) in SH-SY5Y cells was observed by immunohistochemical (IHC) staining, and the nuclear transfer of nuclear factor kappa-B p65 protein (NF-κB p65, p65) in SH-SY5Y cells was observed by immunofluorescence (IF). The protein expression of Toll-like receptor 4(TLR4), p65, phosphorylated p65 (p-p65), and Myeloid differentiation factor 88 (MyD88) in SH-SY5Y cells was observed by Western blot. ResultAs compared with the blank group, the viability of BV-2 cells in the LPS group was significantly decreased (P<0.01), and the content of TNF-α, IL-6, and IL-1β in the cell supernatant was significantly increased (P<0.01). As compared with the LPS group, the cell viability was significantly increased in groups of BAI with low, medium, and high concentrations (P<0.01), and TNF-α in the cell supernatant was significantly decreased (P<0.01). The content of IL-6 in the cell supernatant was decreased in the BAI group with high concentration (P<0.05), and the content of IL-1β in the cell supernatant was significantly decreased in the BAI groups with medium and high concentrations (P<0.01). The results of conditioned medium cultured SH-SY5Y cells showed that as compared with the blank group, the protein expression of p65 in the LPS group entered into the nucleus and accumulated, and the protein expression of TH was significantly decreased (P<0.01), while that of α-syn, TLR4, MyD88, and p-p65 was increased (P<0.05, P<0.01). Compared with the LPS group, the protein expression of p65 in SH-SY5Y cells in BAI groups with low, medium, and high concentrations gradually dispersed into the cytoplasm and had the enhanced protein expression of TH (P<0.01) but the lowered protein expression of α-syn (P<0.01). The protein expression of TLR4, MyD88, and p-p65 was decreased in the BAI group with high concentration (P<0.05, P<0.01), the protein expression of p-p65 and MyD88 was decreased in the BAI group with medium concentration, and the protein expression of MyD88 was decreased in the BAI group with low concentration (P<0.05). There was no significant difference in the protein expression of p65 among groups. ConclusionBAI can inhibit the activation of BV-2 cells, thereby inhibiting the inflammatory response caused by LPS and further inhibiting the damage of inflammation to SH-SY5Y cells. The mechanism may be related to the regulation of the TLR4/MyD88/NF-κB signaling pathway and reduction of the inflammatory response, thus playing a neuroprotective role.
6.Long-term effect of open reduction and internal fixation and one stage rotator cuff repair in treatment of proximal humeral fractures combined with rotator cuff tear
Jingfeng LIU ; Chengyu ZHUANG ; Tinjun YE ; Pei YU ; Yin ZHANG ; Lei WANG
Chinese Journal of Trauma 2021;37(4):305-310
Objective:To investigate the long-term effect of open reduction and internal fixation and one stage rotator cuff repair in treatment of proximal humeral fractures combined with rotator cuff tear.Methods:A retrospective case series study was performed on clinical data of 40 patients with proximal humeral fractures combined with rotator cuff tear admitted to Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine from January 2012 to December 2015. There were 24 males and 16 females, aged 52-93 years [(72.5±10.2)years]. According to Neer classification, there were 7 patients with two-part proximal humerus fractures, 27 with three-part proximal humerus fractures and 6 with four-part proximal humerus fractures. All patients received open reduction and internal fixation using locking plates and one stage rotator cuff repair. Functional shoulder exercises were carried out after operation. Fracture healing and wound healing were observed postoperatively. Shoulder active motion, visual analogue score (VAS) and University of California at Los Angeles (UCLA) shoulder rating scale were assessed and compared before operation and at the last follow-up.Results:All patients were followed up for 4.5-8.5 years [(6.2±1.2)years]. All wounds and fractures healed without infection or nonunion. At the last follow-up, the active forward elevation of affected shoulder was 100°-150° [(121.8±15.8)°], the external rotation with the shoulder in neutral position was 30°-80° [(47.0±15.9)°], the external rotation with the shoulder abduction was 60°-80° [(73. 5±6.2)°], the internal rotation with the shoulder abduction was 60°-80° [(70.5±7.1)°], showing significant differences compared to preoperative 30°-60° [(44.8±11.1)°], 0°-30° [(12.0±10.4)°], 0°-30° [(13.8±7.7)°], 30°-60° [(47.0±8.5)°], respectively (all P<0.01). The VAS was 1 (0, 1)points at the last follow-up, and was 6(5, 6)points before operation ( P<0.01). The UCLA shoulder rating scale was 28-35 points [(31.0±2.3)points] at the last follow-up, compared with preoperative 8-11 points [(10.3±0.8)points] ( P<0.01), and rated as excellent in 10 patients, good in 23 and poor in 7, with the excellent-good rate of 83%. Conclusion:For patients with proximal humeral fractures combined with rotator cuff tear, open reduction and internal fixation and one stage rotator cuff repair can significantly restore the shoulder motion, relieve the pain and recovery shoulder function, and the long-term therapeutic effect is satisfactory.
7.Study on Extraction Process of Xiaoer Yinqiao Granules
Jingfeng LIU ; Huahong CHEN ; Aiqiang YIN ; Xiaochuan YANG ; Han BAO
China Pharmacist 2016;19(9):1760-1762
Objective:To establish the optimal extraction technology of Xiaoer Yinqiao granules by orthogonal test. Methods:The effects of water amount,extraction duration and extraction times were investigated by orthogonal design using the contents of forsythia-side A and chlorogenic acid as the indices. Results: The optimum extraction process was as follows: adding 8-fold amount of water, and extracting 1. 5 h for the first time, and then adding 6-fold amount of water, extracting 1 h for the second and third time, respective-ly. Conclusion:The extraction technology is simple, reasonable and reliable.
8.Dihydroergocriptine increase levels of cAMP and adenylyl cyclase in hippocampus of mice with vascular dementia
Peiyuan LU ; Weibin WANG ; Cuiping LIANG ; Yu YIN ; Jingfeng FAN
Basic & Clinical Medicine 2006;0(03):-
Objective To observe the levels of cAMP and adenylyl cyclase(AC) in hippocampus of mice with vascular dementia(VD) and the effect of Dihydroergocriptine(DHE),and to explore the molecular pathogenesis of VD.Methods The mice were subjected for ischemia-reperfusion three times on bilateral common carotid arteries by knots to establish models of VD and the changes of learning and memory were tested on d29/d30 after operation.DHE was administrated to another group of mice,which was taken as treatment group.The cAMP level was evaluated by the radioimmunoassay;AC mRNA positive neurons of hippocampus CA1 area were examined through in-situ hybridization.Results Compared with shamed-operation group,the learning and memory of model group was worse(P
9.Experimental Study of Ruzengping Granule on Hyperplasia of Mammary Glands in Model Rats
Jingfeng YIN ; Jinghua YU ; Qinglu SUN
Chinese Journal of Information on Traditional Chinese Medicine 2006;0(01):-
Objective To observe the effect of Ruzengping granule on mammary gland of rat with mastoplasia. Methods After benzoate estradiol and progestogen had been injected into rats for 35 days, the mastoplasia model was made. The model rats were treated with Ruzengping granule for 30 days, to measure the mammary papilla diameter of the rats in all groups, to observe morphologic changes of mammary papilla and the changes of mammary gland under microscope, to determine the content of estradiol in blood serum and blood rheology by radio-immunity. Results Ruzengping granule could significantly inhibit the mammary papilla's diameter of the mastoplasia rats, lessen mammary papilla’s symptoms in morphology, reduce the quantity of lobule of mammary gland, lobule-alveolus in mammary gland and the diameter of acinar lumina. Ruzengping granule could also significantly improve blood rheological nature and degrade content of estradiol in blood serum. Conclusion Ruzengping granule can healing efficaciously rat’s mastoplasia induced by benzoate estradiol.
10.A hospital outbreak of severe acute respiratory syndrome in Guangzhou, China.
Wei WU ; Jingfeng WANG ; Pinming LIU ; Weixian CHEN ; Songmei YIN ; Shanping JIANG ; Li YAN ; Jun ZHAN ; Xilong CHEN ; Jianguo LI ; Zitong HUANG ; Hongzhang HUANG
Chinese Medical Journal 2003;116(6):811-818
OBJECTIVETo describe a hospital outbreak of severe acute respiratory syndrome (SARS) and summarize its clinical features and therapeutic approaches.
METHODSThe outbreak started with a SARS patient from the community, and a total of 96 people (76 women and 20 men, mean age (29.5 +/- 10.3) years, 93.8% of whom were health care workers) who had exposure to this source patient became infected in a short time. Clinical data in this cohort were collected prospectively as they were identified.
RESULTS(1) The incubation period ranged from 1 to 20 (mean: 5.9 +/- 3.5) days. The duration of hospitalization was (17.2 +/- 8.0) days. (2) The initial temperature was (38.3 +/- 0.6) degrees C, while the highest was (39.2 +/- 0.6) degrees C (P < 0.001), with fever duration of (9.0 +/- 4.2) days. (3) Other most common symptoms included fatigue (93.8%), cough (85.4%), mild sputum production (66.7%), chills (55.2%), headache (39.6%), general malaise (35.4%) and myalgia (21.9%). (4) The radiographic changes were predominantly bilateral in the middle or lower lung zones. The number of affected lung fields was 1.2 +/- 0.8 on presentation, which increased to 2.9 +/- 1.4 after admission (P < 0.001). The interval from the beginning of fever to the onset of abnormal chest radiographs was (3.5 +/- 2.3) days, which increased in size, extent, and severity to the maximum (6.7 +/- 3.5) days later. The time before the lung opacities were basically absorbed was (14.9 +/- 7.8) days. (5) Leukopenia was observed in 67.7% of this cohort. The time between the onset of fever and leukopenia was (4.4 +/- 2.3) days, with the lowest white blood cell count of (2.80 +/- 0.72) x 10(9)/L. (6) The lowest arterial oxygen saturation was (94.8 +/- 3.1)% with supplementary oxygen. (7) Antibiotical therapies included tetracyclines (91.0%), aminoglycosides (83.3%), quinolones (79.2%); 18.8% of the patients received a combination of tetracyclines and aminoglycosides, while 11.5% received a combination of tetracyclines and quinolones, and 63.5% received a combination of tetracyclines, aminoglycosides and quinolones. Vancomycin was used in 13.5% of the patients. (8) 68.8% of the patients were treated with methylprednisolones for a mean interval of (4.9 +/- 2.4) days. The initial dose was (67.3 +/- 28.2) mg/d and the maximal dose was (82.4 +/- 30.5) mg/d. (9) Human gamma-globulin, interferon-alpha, antiviral drugs (oral ribavirin or oseltamivir) were used respectively in 68.6%, 46.9% and 92.7% of the patients. (10) Ninety-five patients (99.0%) had a complete clinical recovery, and only 1 patient (1.0%) died.
CONCLUSIONSSARS appears to be quickly infectious and potentially lethal among health care workers, characterized by acute onset and rapid progression, and mostly bilateral lung involvement on chest radiographs. Proper administration of glucocorticosteroids seems to be of some benefits. Antibiotics, human gamma-globulin, interferon-alpha, and antiviral drugs, although empirically, might be useful to shorten the clinical course.
Adult ; China ; epidemiology ; Cross Infection ; diagnosis ; epidemiology ; therapy ; Disease Outbreaks ; Female ; Humans ; Male ; Severe Acute Respiratory Syndrome ; diagnosis ; epidemiology ; therapy


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