1.Development and validation of dynamic prediction models using vital signs time series data for fatal massive hemorrhage in trauma
Cheng-Yu GUO ; Ming-Hui GONG ; Qiao-Chu SHEN ; Hui HAN ; Ruo-Lin WANG ; Hong-Liang ZHANG ; Jun-Kang WANG ; Chun-Ping LI ; Tan-Shi LI
Medical Journal of Chinese People's Liberation Army 2024;49(6):629-635
Objective To establish a dynamic prediction model of fatal massive hemorrhage in trauma based on the vital signs time series data and machine learning algorithms.Methods Retrospectively analyze the vital signs time series data of 7522 patients with trauma in the Medical Information Mart for Intensive Care-Ⅳ(MIMIC-Ⅳ)database from 2008 to 2019.According to the occurrence of posttraumatic fatal massive hemorrhage,the patients were divided into two groups:fatal massive hemorrhage group(n=283)and non-fatal massive hemorrhage group(n=7239).Six machine learning algorithms,including logistic regression(LR),support vector machine(SVM),random forests(RF),adaptive boosting(AdaBoost),gated recurrent unit(GRU),and GRU-D were used to develop a dynamic prediction models of fatal massive hemorrhage in trauma.The probability of fatal massive hemorrhage in the following 1,2,and 3 h was dynamically predicted.The performance of the models was evaluated by accuracy,sensitivity,specificity,positive predictive value,negative predictive value,Youden index,and area under receiver operating characteristic curve(AUC).The models were externally validated based on the trauma database of the Chinese PLA General Hospital.Results In the MIMIC-Ⅳ database,the set of dynamic prediction models based on the GRU-D algorithm was the best.The AUC for predicting fatal major bleeding in the next 1,2,and 3 h were 0.946±0.029,0.940±0.032,and 0.943±0.034,respectively,and there was no significant difference(P=0.905).In the trauma dataset,GRU-D model achieved the best external validation effect.The AUC for predicting fatal major bleeding in the next 1,2,and 3 h were 0.779±0.013,0.780±0.008,and 0.778±0.009,respectively,and there was no significant difference(P=0.181).This set of models was deployed in a public web calculator and hospital emergency department information system,which is convenient for the public and medical staff to use and validate the model.Conclusion A set of dynamic prediction models has been successfully developed and validated,which is greatly significant for the early diagnosis and dynamic prediction of fatal massive hemorrhage in trauma.
2.Comparison of CT Values between Thrombus and Postmortem Clot Based on Cadaveric Pulmonary Angiography.
Zhi-Ling TIAN ; Ruo-Lin WANG ; Jian-Hua ZHANG ; Ping HUANG ; Zhi-Qiang QIN ; Zheng-Dong LI ; He-Wen DONG ; Dong-Hua ZOU ; Mao-Wen WANG ; Zhuo LI ; Lei WAN ; Xiao-Tian YU ; Ning-Guo LIU
Journal of Forensic Medicine 2023;39(1):7-12
OBJECTIVES:
To explore the difference in CT values between pulmonary thromboembolism and postmortem clot in postmortem CT pulmonary angiography (CTPA) to further improve the application value of virtual autopsy.
METHODS:
Postmortem CTPA data with the definite cause of death from 2016 to 2019 were collected and divided into pulmonary thromboembolism group (n=4), postmortem clot group (n=5), and control group (n=5). CT values of pulmonary trunk and left and right pulmonary artery contents in each group were measured and analyzed statistically.
RESULTS:
The average CT value in the pulmonary thromboembolism group and postmortem clot group were (168.4±53.8) Hu and (282.7±78.0) Hu, respectively, which were lower than those of the control group (1 193.0±82.9) Hu (P<0.05). The average CT value of the postmortem clot group was higher than that of the pulmonary thromboembolism group (P<0.05).
CONCLUSIONS
CT value is reliable and feasible as a relatively objective quantitative index to distinguish pulmonary thromboembolism and postmortem clot in postmortem CTPA. At the same time, it can provide a scientific basis to a certain extent for ruling out pulmonary thromboembolism deaths.
Humans
;
Autopsy
;
Thrombosis
;
Pulmonary Embolism/diagnostic imaging*
;
Tomography, X-Ray Computed
;
Angiography
;
Cadaver
3.Protective Mechanism of Cordyceps sinensis Treatment on Acute Kidney Injury-Induced Acute Lung Injury through AMPK/mTOR Signaling Pathway.
Ruo-Lin WANG ; Shu-Hua LIU ; Si-Heng SHEN ; Lu-Yong JIAN ; Qi YUAN ; Hua-Hui GUO ; Jia-Sheng HUANG ; Peng-Hui CHEN ; Ren-Fa HUANG
Chinese journal of integrative medicine 2023;29(10):875-884
OBJECTIVE:
To investigate protective effect of Cordyceps sinensis (CS) through autophagy-associated adenosine monophosphate-activated protein kinase (AMPK)/mammalian target of rapamycin (mTOR) signaling pathway in acute kidney injury (AKI)-induced acute lung injury (ALI).
METHODS:
Forty-eight male Sprague-Dawley rats were divided into 4 groups according to a random number table, including the normal saline (NS)-treated sham group (sham group), NS-treated ischemia reperfusion injury (IRI) group (IRI group), and low- (5 g/kg·d) and high-dose (10 g/kg·d) CS-treated IRI groups (CS1 and CS2 groups), 12 rats in each group. Nephrectomy of the right kidney was performed on the IRI rat model that was subjected to 60 min of left renal pedicle occlusion followed by 12, 24, 48, and 72 h of reperfusion. The wet-to-dry (W/D) ratio of lung, levels of serum creatinine (Scr), blood urea nitrogen (BUN), inflammatory cytokines such as interleukin- β and tumor necrosis factor- α, and biomarkers of oxidative stress such as superoxide dismutase, malonaldehyde (MDA) and myeloperoxidase (MPO), were assayed. Histological examinations were conducted to determine damage of tissues in the kidney and lung. The protein expressions of light chain 3 II/light chain 3 I (LC3-II/LC3-I), uncoordinated-51-like kinase 1 (ULK1), P62, AMPK and mTOR were measured by Western blot and immunohistochemistry, respectively.
RESULTS:
The renal IRI induced pulmonary injury following AKI, resulting in significant increases in W/D ratio of lung, and the levels of Scr, BUN, inflammatory cytokines, MDA and MPO (P<0.01); all of these were reduced in the CS groups (P<0.05 or P<0.01). Compared with the IRI groups, the expression levels of P62 and mTOR were significantly lower (P<0.05 or P<0.01), while those of LC3-II/LC3-I, ULK1, and AMPK were significantly higher in the CS2 group (P<0.05 or P<0.01).
CONCLUSION
CS had a potential in treating lung injury following renal IRI through activation of the autophagy-related AMPK/mTOR signaling pathway in AKI-induced ALI.
Rats
;
Male
;
Animals
;
AMP-Activated Protein Kinases/metabolism*
;
Cordyceps/metabolism*
;
Rats, Sprague-Dawley
;
Kidney/pathology*
;
Acute Kidney Injury/metabolism*
;
Signal Transduction
;
TOR Serine-Threonine Kinases/metabolism*
;
Reperfusion Injury/metabolism*
;
Cytokines/metabolism*
;
Acute Lung Injury/drug therapy*
;
Mammals/metabolism*
4.Therapeutic effects of the extract of Sancao Formula, a Chinese herbal compound, on imiquimod-induced psoriasis via cysteine-rich protein 61.
Wan-Jun GUO ; Yi WANG ; Yu DENG ; Lin-Yan CHENG ; Xin LIU ; Ruo-Fan XI ; Sheng-Jie ZHU ; Xin-Yi FENG ; Liang HUA ; Kan ZE ; Jian-Yong ZHU ; Dong-Jie GUO ; Fu-Lun LI
Journal of Integrative Medicine 2022;20(4):376-384
OBJECTIVE:
Psoriasis is a common chronic inflammatory skin disease that is prone to recurrence, and the proinflammatory factor, cysteine-rich protein 61 (Cyr61), is important in its pathophysiology. Long-term clinical practice has shown that Sancao Formula (SC), a Chinese herbal compound, is effective in the treatment of psoriasis, but the precise mechanism remains unknown. In this study, we investigate the mechanism by which SC extract alleviates imiquimod (IMQ)-induced psoriasis.
METHODS:
The expression of Cyr61 in psoriatic lesions and normal healthy skin was detected using immunohistochemical analysis to investigate the biological role of Cyr61 in models of psoriatic inflammation. A psoriatic mouse model was established by topical application of IMQ, and the effect of topical application of SC extract was evaluated using the psoriasis area and severity index (PASI) score, hematoxylin-eosin staining, and histopathological features of the skin. Next, a HaCaT cell inflammation model was established using interferon-γ (IFN-γ), and the effect of SC extract on the mRNA and protein levels of Cyr61 and intercellular cell adhesion molecule-1 (ICAM-1) was confirmed using Western blot and quantitative real-time polymerase chain reaction analyses.
RESULTS:
Immunohistochemical staining showed that the expression of Cyr61 in psoriatic lesions was higher than that in normal skin samples (78.26% vs 41.18%, P < 0.05), and the number of Cyr61-positive cells in psoriatic lesions was also significantly higher than in normal skin (18.66 ± 2.51 vs 4.33 ± 1.52, P < 0.05). Treatment in mice with IMQ-induced psoriasis showed that SC extract could significantly improve the inflammatory phenotype, PASI score (10.875 ± 0.744 vs 3.875 ± 0.582, P < 0.05), and pathological features compared with those in IMQ model group; SC treatment was also associated with decreased levels of Cyr61 and ICAM-1. In the IFN-γ-induced inflammatory cell model, the mRNA and protein levels of Cyr61 and ICAM-1 were upregulated, while the SC extract downregulated the levels of Cyr61 and ICAM-1.
CONCLUSION
The results provide a theoretical basis for the involvement of Cyr61 in the pathogenesis of psoriasis, and suggest that SC should be used to target Cyr61 for the prevention of psoriasis recurrence.
Animals
;
China
;
Cysteine-Rich Protein 61/metabolism*
;
Disease Models, Animal
;
Drugs, Chinese Herbal/therapeutic use*
;
Imiquimod/adverse effects*
;
Inflammation/drug therapy*
;
Intercellular Adhesion Molecule-1/genetics*
;
Interferon-gamma
;
Mice
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Mice, Inbred BALB C
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Psoriasis/pathology*
;
RNA, Messenger/therapeutic use*
5.Publishing clinical prActice GuidelinEs (PAGE): Recommendations from editors and reviewers.
Nan YANG ; Wei ZHAO ; Wen-An QI ; Chen YAO ; Chong-Ya DONG ; Zhen-Guo ZHAI ; Tong CHEN ; En-Mei LIU ; Guo-Bao LI ; You-Lin LONG ; Xin-Yi WANG ; Zi-Jun WANG ; Ruo-Bing LEI ; Qi ZHOU ; Yao-Long CHEN ; Liang DU
Chinese Journal of Traumatology 2022;25(6):312-316
Transparency Ecosystem for Research and Journals in Medicine (TERM) working group summarized the essential recommendations that should be considered to review and publish a high-quality guideline. These recommendations from editors and reviewers included 10 components of essential requirements: systematic review of existing relevant guidelines, guideline registration, guideline protocol, stakeholders, conflicts of interest, clinical questions, systematic reviews, recommendation consensus, guideline reporting and external review. TERM working group abbreviates them as PAGE (essential requirements for Publishing clinical prActice GuidelinEs), and recommends guideline authors, editors, and peer reviewers to use them for high-quality guidelines.
Humans
;
Practice Guidelines as Topic
6.Mechanism of Modified Liuwei Dihuangtang in Bone Protection of CKD-MBD Model Rats: An Exploration Based on Klotho-FGF23 Axis
Hua-hui GUO ; Mei-dan LI ; Ren-fa HUANG ; Qun-qing LIANG ; He-sheng LI ; Xue-pin LIU ; Ruo-lin WANG ; Si-heng SHEN
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(24):61-70
Objective:To observe the effects of modified Liuwei Dihuangtang on serum fibroblast growth factor 23 (FGF23), full-length intact parathyroid hormone (iPTH), and 1,25-dihydroxyvitamin D3 [1,25(OH)2D3] levels and Klotho and FGF23 protein expression in renal and bone tissues of rats exposed to high phosphorus combined with adenine, so as to explore the mechanism of modified Liuwei Dihuangtang against renal osteopathy. Method:One hundred and thirty healthy adult SD rats were randomly divided into five groups, namely normal group(
7.Secukinumab demonstrates high efficacy and a favorable safety profile over 52 weeks in Chinese patients with moderate to severe plaque psoriasis.
Lin CAI ; Jian-Zhong ZHANG ; Xu YAO ; Jun GU ; Quan-Zhong LIU ; Min ZHENG ; Shi-Fa ZHANG ; Jin-Hua XU ; Cheng-Xin LI ; Hao CHENG ; Qing GUO ; Wei-Li PAN ; Shen-Qiu LI ; Ruo-Yu LI ; Zai-Pei GUO ; Zhi-Qi SONG ; Shan-Shan LI ; Xiu-Qin DONG ; Linda WANG ; Rong FU ; Pascaline REGNAULT ; Pascal CHAREF ; Rafal MAZUR ; Manmath PATEKAR
Chinese Medical Journal 2020;133(22):2665-2673
BACKGROUND:
Psoriasis is a chronic inflammatory skin disease, affecting about 0.6% of the Chinese population. Many patients are not well controlled by conventional treatments, thus there is need for new treatment regimens. In this study, we assessed the efficacy and safety of secukinumab in Chinese patients with moderate to severe plaque psoriasis.
METHODS:
This study was a 52-week, multicentre, randomized, double-blind, placebo-controlled, parallel-group, Phase 3 trial. A sub-population of study participants (≥18 years) of Chinese ethnicity were randomized to receive subcutaneous injections of 300 or 150 mg secukinumab, or placebo. The co-primary endpoints were psoriasis area severity index (PASI) 75 and Investigator's Global Assessment (IGA) 0/1 at Week 12.
RESULTS:
A total of 441 Chinese patients were enrolled in this study. Co-primary outcomes were achieved; 300 and 150 mg secukinumab were superior to placebo as shown in the proportion of patients that achieved PASI 75 (97.7% and 87.2% vs. 3.7%, respectively; P < 0.001), and IGA 0/1 (82.3% and 69.7% vs. 2.7%; P < 0.001) at Week 12. Treatment efficacy was maintained until Week 52. There was no increase in overall adverse events with secukinumab relative to placebo throughout the 52-week period.
CONCLUSION:
Secukinumab is highly effective and well tolerated in Chinese patients with moderate to severe plaque psoriasis.
TRIAL REGISTRATION
ClinicalTrials.gov, NCT03066609; https://clinicaltrials.gov/ct2/show/record/NCT03066609.
Antibodies, Monoclonal/therapeutic use*
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Antibodies, Monoclonal, Humanized
;
China
;
Double-Blind Method
;
Humans
;
Psoriasis/drug therapy*
;
Severity of Illness Index
;
Treatment Outcome
8.Formation and Development of Environmental Forensics System in China.
Xue Yan GUO ; Xu YANG ; Xiao Ruo GU ; Shao Jie ZHUO ; Lin Wen CHEN ; Liang Jun DA ; Dong MA
Journal of Forensic Medicine 2020;36(4):437-444
With the growing attention on ecological environment problems and gradual realization of ecological environment value, environmental damage has jumped from administrative penalty to a new stage, judicial penalty, and environmental damage appraisal has provided a legal weapon to safeguard ecological security. As a new forensic category of China with high comprehensiveness and technical difficulty, environmental damage appraisal involves diversified and complex subjects, fields and appraisal objects, and is still in an early stage in terms of theory and practice. This study aims to provide an important reference for the improvement of the Chinese environmental damage appraisal system of environmental damage by summarizing advanced international experience in areas such as laws and regulations, working mechanism and technical system, and putting forward targeted countermeasures and suggestions based on the problems existing in the development and practice of environmental damage appraisal in China.
China
;
Environment
;
Environmental Pollution/analysis*
;
Forensic Medicine
;
Humans
9.Research progress on Chinese herbal medicine fermentation and profile of active substances derived.
Su AI ; Wei TANG ; Ruo-Lin GUO ; Ji-Qian LI ; Wu YANG ; Zeng-Guo HE
China Journal of Chinese Materia Medica 2019;44(6):1110-1118
Chinese herbal medicines( CHMs) are a class of preparations made from natural plants that pose health beneficial properties as well as illness prevention functions. Thanks to a panel of salutary features,such as comprehensive immunological enhancement and inhibition of pathogenic bacteria,negligible side-effects,inappreciable drug-resistance,CHMs have been taken as one of the costeffective candidates for antibiotics substitutions. Through probiotics fermentation,the enzymatic hydrolysis of matrixes of CHMs enables easier release of the active ingredient as well as endows less toxicity of the preparations derived. During fermentation,the macromolecule or polymers forms of the active ingredient can be cut down to smaller molecule,which favors the transmembrane transport and improve adsorption of the active ingredients by the tissues. Other than the enzymatic benefits,probiotics can produce metabolites that inhibit pathogenic bacteria propagation,which may function synergically with the inhibitory effects of the CHMs preparations to fight the target pathogens. In addition,the oligosaccharide like components of CHMs can promote the growth of probiotics in intestinal environment which may largely facilitate the gut health. To summarize,the fermentation of CHMs using probiotics brings about the biochemical reactions and elevates the health beneficial effects by synergy of the microbial and herbal activities. It has been proved to be one of promising approaches as to antibiotic substitutions,particularly in livestock and poultry breeding industries. This review covered the recent progress of CHMs fermentation on the aspects of microbial strains,patterns of fermentation and active substances from fermentation of CHMs and their potency,respectively.
Drug-Related Side Effects and Adverse Reactions
;
Drugs, Chinese Herbal
;
Fermentation
;
Humans
;
Research
10.Effect of electroacupuncture at "Jiaji" (EX-B 2) points combined with nerve mobilization on motor function and mRNA and protein expression of RhoA in rabbits with sciatic nerve injury.
Yan WANG ; Chuan-Fei DONG ; Ruo-Nan XU ; Zi-Nan GUO ; Lin-Lin ZHENG ; Yi-Ming YUAN
Chinese Acupuncture & Moxibustion 2019;39(6):625-631
OBJECTIVE:
To observe the effects of electroacupuncture (EA) at "Jiaji" (EX-B 2) points combined with nerve mobilization on protein and mRNA expression of RhoA in rabbits with sciatic nerve injury, and to provide theoretical basis for the treatment of peripheral nerve injury by EA at "Jiaji" (EX-B 2) points combined with nerve mobilization.
METHODS:
A total of 180 New Zealand rabbits were randomly divided into a normal control group, a model control group, a nerve mobilization group, an EA group, an EA plus nerve mobilization group, 36 rabbits in each group. Each group was further divided into a 1-week subgroup, 2-week subgroup and 4-week subgroup, 12 rabbits in each subgroup. The sciatic nerve injury model was made by clamping method. The rabbits in the normal control group did not receive any intervention. The rabbits in the model control group was normally fed after operation. The rabbits in the nerve mobilization group were treated with nerve mobilization; the manipulation lasted for 1 s and relaxed for 5 s, 10 times per day, 6 days per week. The rabbits in the EA group were treated with EA at "Jiaji" (EX-B 2) points (L-L), once a day, 30 min each time, 6 times per week. The rabbits in the EA plus nerve mobilization group were treated with EA at "Jiaji" (EX-B 2) points, followed by nerve mobilization. The function of sciatic nerve on the injured side was evaluated by toe tension reflex and modified Tarlov score; the tissues of corresponding segments of spinal cord L-L and sciatic nerve were taken; the expression of RhoA gene was detected by real-time PCR and the expression of RhoA protein was detected by Western Blot.
RESULTS:
① Toe tension reflex and modified Tarlov score: at 1, 2 and 4 weeks, the scores in the model control group were lower than those in the normal control group (all <0.01). The scores in the subgroup of nerve mobilization group, EA group and EA plus nerve mobilization group were higher than those in the model control group (all <0.01), and the scores in the subgroup of EA plus nerve mobilization group were higher than those in the nerve mobilization group and the EA group (all <0.01); the recovery was the best at 4 weeks. ② The mRNA and protein expression of RhoA: in segment of spinal cord, at 1, 2 and 4 weeks, the expression in the model control group was higher than that in the normal control group (all <0.01). The expression in the subgroup of nerve mobilization group, EA group and EA plus nerve mobilization group was lower than that in the model control group (all <0.01), and the expression in the subgroup of EA plus nerve mobilization group was lower than that in the nerve mobilization group and the EA group (all <0.01); at 1 week and 4 weeks, the expression in the nerve mobilization group was lower than that in the EA group (all <0.01); at 2 weeks, the expression in the nerve mobilization group was higher than that in the EA group (all <0.01). In the sciatic nerve, at 1, 2 and 4 weeks, the expression in the model control group was higher than that in the normal control group (all <0.01). The expression in the subgroup of nerve mobilization group, EA group and EA plus nerve mobilization group was lower than that in the model control group (all <0.01); at 2 weeks and 4 weeks, the expression in the EA plus nerve mobilization group was lower than that in the nerve mobilization group and EA group (all <0.01); at 1 week, the expression in the nerve mobilization group was lower than that in the EA group and EA plus nerve mobilization group (all <0.01), but the differences between the EA group and the EA plus nerve mobilization group were not significant (>0.05); at 2 weeks, the expression in the nerve mobilization group was higher than that in the EA group (all <0.01); at 4 weeks, the expression in the nerve mobilization group was lower than that in the EA group (all <0.01).
CONCLUSION
The nerve mobilization and EA at "Jiaji" (EX-B 2) points could both promote the repair of injured sciatic nerve, which may be related to the down-regulation of RhoA expression, and the combination of the two methods has better effects.
Acupuncture Points
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Animals
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Chlorophenols
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Electroacupuncture
;
Peripheral Nerve Injuries
;
RNA, Messenger
;
metabolism
;
Rabbits
;
Sciatic Nerve
;
injuries
;
rhoA GTP-Binding Protein

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