2.Knowledge-embedded spatio-temporal analysis for euploidy embryos identification in couples with chromosomal rearrangements
Fangying CHEN ; Xiang XIE ; Du CAI ; Pengxiang YAN ; Chenhui DING ; Yangxing WEN ; Yanwen XU ; Feng GAO ; Canquan ZHOU ; Guanbin LI ; Qingyun MAI
Chinese Medical Journal 2024;137(6):694-703
Background::The goal of the assisted reproductive treatment is to transfer one euploid blastocyst and to help infertile women giving birth one healthy neonate. Some algorithms have been used to assess the ploidy status of embryos derived from couples with normal chromosome, who subjected to preimplantation genetic testing for aneuploidy (PGT-A) treatment. However, it is currently unknown whether artificial intelligence model can be used to assess the euploidy status of blastocyst derived from populations with chromosomal rearrangement.Methods::From February 2020 to May 2021, we collected the whole raw time-lapse videos at multiple focal planes from in vitro cultured embryos, the clinical information of couples, and the comprehensive chromosome screening results of those blastocysts that had received PGT treatment. Initially, we developed a novel deep learning model called the Attentive Multi-Focus Selection Network (AMSNet) to analyze time-lapse videos in real time and predict blastocyst formation. Building upon AMSNet, we integrated additional clinically predictive variables and created a second deep learning model, the Attentive Multi-Focus Video and Clinical Information Fusion Network (AMCFNet), to assess the euploidy status of embryos. The efficacy of the AMCFNet was further tested in embryos with parental chromosomal rearrangements. The receiver operating characteristic curve (ROC) was used to evaluate the superiority of the model. Results::A total of 4112 embryos with complete time-lapse videos were enrolled for the blastocyst formation prediction task, and 1422 qualified blastocysts received PGT-A ( n = 589) or PGT for chromosomal structural rearrangement (PGT-SR, n = 833) were enrolled for the euploidy assessment task in this study. The AMSNet model using seven focal raw time-lapse videos has the best real-time accuracy. The real-time accuracy for AMSNet to predict blastocyst formation reached above 70% on the day 2 of embryo culture, and then increased to 80% on the day 4 of embryo culture. Combing with 4 clinical features of couples, the AUC of AMCFNet with 7 focal points increased to 0.729 in blastocysts derived from couples with chromosomal rearrangement. Conclusion::Integrating seven focal raw time-lapse images of embryos and parental clinical information, AMCFNet model have the capability of assessing euploidy status in blastocysts derived from couples with chromosomal rearrangement.
3.Effects of early quantitative pulmonary rehabilitation in adult ICU patients with mechanical ventilation in high altitude area
Qingyun MA ; Lijie PAN ; Demei ZHANG ; Ling MEI ; Xiang LI ; Guilan SHENG ; Dengqin LEI ; Guangpeng LI ; Feifei ZHAO
Chinese Journal of Modern Nursing 2022;28(26):3585-3590
Objective:To explore the effect of early quantitative pulmonary rehabilitation assessment in adult Intensive Care Unit (ICU) patients with mechanical ventilation in high altitude area.Methods:From March 2019 to October 2021, convenience sampling was used to select 287 adult ICU patients with mechanical ventilation of Qinghai Red Cross Hospital as the research object. According to the time of admission, the patients were divided into the control group (142 cases) and the experimental group (145 cases) . The control group was given the routine pulmonary rehabilitation, and the experimental group received the early pulmonary rehabilitation based on quantitative assessment. The Acute Physiology and Chronic Health EvaluationⅡ (APACHEⅡ) score and the Intensive Care Units Mobility Scale (IMS) score were compared between the two groups before enrollment, on the eighth and sixteenth days of pulmonary rehabilitation. The oxygenation index of the two groups of patients before enrollment and on the first, fourth, sixth, eighth and sixteenth days of pulmonary rehabilitation, the time of ICU stay, the time of mechanical ventilation, the success rate of ventilator removal and the complications of the two groups of patients with mechanical ventilation were also compared.Results:On the eighth and sixteenth days of pulmonary rehabilitation, the APACHE Ⅱ score of the experimental group was lower than that of the control group, and the IMS score was higher than that of the control group, with statistical differences ( P<0.05) . On the sixth, eighth and sixteenth days of pulmonary rehabilitation, the oxygenation index of the experimental group was higher than that of the control group, and the difference was statistically significant ( P<0.05) . The ICU stay time and mechanical ventilation time in the experimental group were lower than those in the control group, and the success rate of ventilator removal in the experimental group was higher than that in the control group, with statistical differences ( P<0.05) . Conclusions:Implementing early pulmonary rehabilitation for adult ICU patients with mechanical ventilation in high altitude area is conducive to promoting pulmonary rehabilitation of patients, improving the success rate of ventilator removal, and reducing patients' ICU stay time, mechanical ventilation time and the occurrence of complications.
4.Effects of early quantitative pulmonary rehabilitation in adult ICU patients with mechanical ventilation in high altitude area
Qingyun MA ; Lijie PAN ; Demei ZHANG ; Ling MEI ; Xiang LI ; Guilan SHENG ; Dengqin LEI ; Guangpeng LI ; Feifei ZHAO
Chinese Journal of Modern Nursing 2022;28(26):3585-3590
Objective:To explore the effect of early quantitative pulmonary rehabilitation assessment in adult Intensive Care Unit (ICU) patients with mechanical ventilation in high altitude area.Methods:From March 2019 to October 2021, convenience sampling was used to select 287 adult ICU patients with mechanical ventilation of Qinghai Red Cross Hospital as the research object. According to the time of admission, the patients were divided into the control group (142 cases) and the experimental group (145 cases) . The control group was given the routine pulmonary rehabilitation, and the experimental group received the early pulmonary rehabilitation based on quantitative assessment. The Acute Physiology and Chronic Health EvaluationⅡ (APACHEⅡ) score and the Intensive Care Units Mobility Scale (IMS) score were compared between the two groups before enrollment, on the eighth and sixteenth days of pulmonary rehabilitation. The oxygenation index of the two groups of patients before enrollment and on the first, fourth, sixth, eighth and sixteenth days of pulmonary rehabilitation, the time of ICU stay, the time of mechanical ventilation, the success rate of ventilator removal and the complications of the two groups of patients with mechanical ventilation were also compared.Results:On the eighth and sixteenth days of pulmonary rehabilitation, the APACHE Ⅱ score of the experimental group was lower than that of the control group, and the IMS score was higher than that of the control group, with statistical differences ( P<0.05) . On the sixth, eighth and sixteenth days of pulmonary rehabilitation, the oxygenation index of the experimental group was higher than that of the control group, and the difference was statistically significant ( P<0.05) . The ICU stay time and mechanical ventilation time in the experimental group were lower than those in the control group, and the success rate of ventilator removal in the experimental group was higher than that in the control group, with statistical differences ( P<0.05) . Conclusions:Implementing early pulmonary rehabilitation for adult ICU patients with mechanical ventilation in high altitude area is conducive to promoting pulmonary rehabilitation of patients, improving the success rate of ventilator removal, and reducing patients' ICU stay time, mechanical ventilation time and the occurrence of complications.
5.Characteristics of sepsis in the emergency department of a tertiary hospital in Tianjin: A 4-year retrospective analysis
Yulei GAO ; Yancun LIU ; Lijun WANG ; Muming YU ; Ying YAO ; Yuting QIU ; Jie LI ; Xiang ZHANG ; Qingyun DONG ; Chen LI ; Xianglong MENG ; Xinsen CHEN ; Songtao SHOU ; Yanfen CHAI
Chinese Journal of Emergency Medicine 2022;31(1):85-91
Objective:Taking emergency department (ED) as a starting point, to analyze the epidemiological characteristics and mortality risk factors of sepsis, and to provide evidences for ED to carry out the strategy of "three early and two lower" for sepsis.Methods:Based on the ED and inpatient medical record management information platform of Tianjin Medical University Gernal Hospital, adult ED patients with sepsis from January 1, 2017 to December 31, 2020 were included according to the third international consensus definitions for sepsis and septic shock in 2016 and the consensus of Chinese experts on early prevention and blocking of sepsis in 2020. The epidemiological characteristics of patients were retrospectively analyzed. Chi-square test was used to compare the difference of age, sex, hospitalization times, length of stay, hospitalization cost and infection location between dead patients and survival patients, and a stepwise logistic regression model was used to analyze the influencing factors of mortality in hospitalized patients with ED sepsis.Results:A total of 7 494 patients with sepsis in ED were included in this study, and the annual and monthly component ratios varied from 3.8‰ to 6.1‰ and 2.0‰ to 9.0‰, respectively. The main characteristics of patients with sepsis in ED were as follows: 40-69 years old (46.0%), male (59.0%), mostly diagnosed with sepsis (96.8%), mainly treated with urban health insurance (59.6%), and ED diagnosis and treatment fees of 2 000-8 000 Yuan (51.1%). The mortality of hospitalized patients with ED sepsis was 24.4% and that of hospitalized patients with septic shock was 28.8%. The main characteristics of hospitalized patients with ED sepsis were as follows: most of them were male (56.2%) patients over 70 years old (56.0%), most of them were diagnosed with sepsis (94.0%) and hospitalized for the first time (76.0%), the median hospitalization time was 15 d, most of them were hospitalized under urban health insurance (65.2%), and the median hospitalization fees was 47 000 Yuan. The risk factors of death were influenced by age and length of stay. Patients aged 70 years or older had a higher risk of death than those aged from 18 to 39 years, and patients with a length of stay of more than 7 d had a lower risk of death than those with a length of stay of shorter than 7 d. The primary infection focus were mainly respiratory and urinary systems, while the death rate of patients with hematological and abdominal infections was relatively high, and the difference was statistically significant ( P<0.01). Respiratory and abdominal infections were risk factors for death in patients with ED sepsis. Conclusions:The composition ratio of sepsis in ED patients is not regular in time, so vigilance of sepsis in elderly men and patients with respiratory system, blood system, urinary system and abdominal infections should be constantly raised. Patients with sepsis who are older, hospitalized more frequently, hospitalized for a shorter time, and infected in the respiratory system or abdomen have a higher risk of death.
6.Clinical expert consensus on platelet-rich plasma treatment for lateral epicondylitis (2022 version)
Jian LI ; Guoqing CUI ; Chengqi HE ; Shiyi CHEN ; Boxu CHEN ; Hong CHEN ; Xuesong DAI ; Hongchen HE ; Hui KANG ; Tieshan LI ; Guoping LI ; Jiuzhou LU ; Chao MA ; Xin TANG ; Jun TAO ; Hong WANG ; Ming XIANG ; Dan XING ; Yiquan XIONG ; Qingyun XUE ; Rui YANG ; Tin YUAN ; Qiang ZHANG ; Jingbin ZHOU ; Weihong ZHU ; Yan XIONG ; Yan LIU
Chinese Journal of Trauma 2022;38(8):673-680
Lateral epicondylitis is a common clinical disease with characteristics of lateral elbow pain, insidious onset and easy recurrence, which can cause forearm pain and decreased wrist strength, seriously affecting patients′ daily life and work. Although there are various treatment methods for lateral epicondylitis with different effects, standard treatments are still lacking nowadays. Platelet-rich plasma (PRP) has good effects on bone and tendon repair, and is now widely used in the treatment of lateral epicondylitis. However, there is a lack of a unified understanding of the technology and specifications of PRP in the treatment of lateral epicondylitis. Therefore, the Sports Medicine Branch of the Chinese Medical Association and Physical Medicine and Rehabilitation Branch of the Chinese Medical Association organized experts in the fields of sports medicine and rehabilitation medicine in China to formulate the "clinical expert consensus on platelet-rich plasma treatment for lateral epicondylitis (2022 version)", and proposed suggestions based on evidence-based medicine mainly from the concept, epidemiology and pathophysiology of lateral epicondylitis, symptoms, signs and imaging manifestations of lateral epicondylitis, PRP concept and application component requirements, quality control of PRP preparation technology, indications and contraindications of PRP in the treatment of lateral epicondylitis, PRP injection in the treatment of lateral epicondylitis, application of PRP in the operation of lateral epicondylitis, related problems after PRP treatment of lateral epicondylitis, evaluation of the results after PRP treatment of lateral epicondylitis, and health and economic evaluation of PRP treatment of lateral epicondylitis, so as to provide guidance for clinical diagnosis and treatment.
7.MicroRNA-375 Suppresses the Tumor Aggressive Phenotypes of Clear Cell Renal Cell Carcinomas through Regulating YWHAZ.
Xiang ZHANG ; Nai-Dong XING ; Cheng-Jun LAI ; Rui LIU ; Wei JIAO ; Jue WANG ; Jie SONG ; Zhong-Hua XU
Chinese Medical Journal 2018;131(16):1944-1950
Background:
MicroRNAs (miRNAs) are key regulators during tumor initiation and progression. MicroRNA-375 (MiR-375) has been proven to play a tumor-suppressive role in various types of human malignancies; however, its biological role in clear cell renal cell carcinoma (ccRCC) remains unclear. The purpose of this study was to explore the biologic role as well as the underlying mechanism of miR-375 in ccRCC progression.
Methods:
Quantitative polymerase chain reaction (qPCR) was applied to test the expression of miR-375 in tissues and cell lines by t-test. Functional experiments were used to investigate the biological role of miR-375 utilizing a gain-of-function strategy. The target of miR-375 was investigated by bioinformatic analysis and further verified by luciferase reporter assay, qPCR, Western blotting, and functional experiments in vitro.
Results:
Our study demonstrated that miR-375 was significantly downregulated in ccRCC tissues (cancer vs. normal, 0.804 ± 0.079 vs. 1.784 ± 0.200, t = 5.531 P < 0.0001) and cell lines, and loss of miR-375 expression significantly associated with advanced Fuhrman nuclear grades (Grade III and IV vs. Grade I and II, 1.000 ± 0.099 vs. 1.731 ± 0.189, t = 3.262 P = 0.003). Functional studies demonstrated that miR-375 suppressed ccRCC cell proliferation, migration, and invasion (all P < 0.05 in both 786-O and A498 cell lines). Multiple miRNA target prediction algorithms indicated the well-studied oncogene YWHAZ as a direct target of miR-375, which was further confirmed by the luciferase reporter assay, qPCR, and Western blotting. Moreover, restoration of YWHAZ could rescue the antiproliferation effect of miR-375.
Conclusions
The data provide the solid evidence that miR-375 plays a tumor-suppressive role in ccRCC progression, partially through regulating YWHAZ. This study expands the antitumor profile of miR-375, and supports its role as a potential therapeutic target in ccRCC treatment.
14-3-3 Proteins
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metabolism
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Carcinoma, Renal Cell
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pathology
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Cell Line, Tumor
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Cell Movement
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Cell Proliferation
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Gene Expression Regulation
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Gene Expression Regulation, Neoplastic
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Humans
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Kidney Neoplasms
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pathology
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MicroRNAs
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physiology
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Phenotype