1.Early prediction and warning of MODS following major trauma via identification of cytokine storm: A prospective cohort study.
Panpan CHANG ; Rui LI ; Jiahe WEN ; Guanjun LIU ; Feifei JIN ; Yongpei YU ; Yongzheng LI ; Guang ZHANG ; Tianbing WANG
Chinese Journal of Traumatology 2025;28(6):391-398
PURPOSE:
Early mortality in major trauma has decreased, but MODS remains a leading cause of poor outcomes, driven by trauma-induced cytokine storms that exacerbate injuries and organ damage.
METHODS:
This prospective cohort study included 79 major trauma patients (ISS >15) treated in the National Center for Trauma Medicine, Peking University People's Hospital, from September 1, 2021, to July 31, 2023. Patients (1) with ISS >15 (according to AIS 2015), (2) aged 15-80 years, (3) admitted within 6 h of injury, (4) having no prior treatment before admission, were included. Exclusion criteria were (1) GCS score <9 or AIS score ≥3 for TBI, (2) confirmed infection, infectious disease, or high infection risk, (3) pregnancy, (4) severe primary diseases affecting survival, (5) recent use of immunosuppressive or cytotoxic drugs within the past 6 months, (6) psychiatric patients, (7) participation in other clinical trials within the past 30 days, (8) patients with incomplete data or missing blood samples. Admission serum inflammatory cytokines and pathophysiological data were analyzed to develop machine learning models predicting MODS within 7 days. LR, DR, RF, SVM, NB, and XGBoost were evaluated based on the area under the AUROC. The SHAP method was used to interpret results.
RESULTS:
This study enrolled 79 patients with major trauma, and the median (Q1, Q3) age was 51 (35, 59) years (52 males, 65.8%). The inflammatory cytokine data were collected for all participants. Among these patients, 35 (44.3%) developed MODS, and 44 (55.7%) did not. Additionally, 2 patients (2.5%) from the MODS group succumbed. The logistic regression model showed strong performance in predicting MODS. Ten key cytokines, IL-18, Eotaxin, MCP-4, IP-10, CXCL12, MIP-3α, MCP-1, IL-1RA, Cystatin C, and MRP8/14 were identified as critical to the trauma-induced cytokine storm and MODS development. Early elevation of these cytokines achieved high predictive accuracy, with an AUROC of 0.887 (95% CI 0.813-0.976).
CONCLUSION
Trauma-induced cytokine storms are strongly associated with MODS. Early identification of inflammatory cytokine changes enables better prediction and timely interventions to improve outcomes.
Humans
;
Prospective Studies
;
Middle Aged
;
Male
;
Female
;
Adult
;
Aged
;
Cytokine Release Syndrome/etiology*
;
Adolescent
;
Young Adult
;
Aged, 80 and over
;
Wounds and Injuries/complications*
;
Cytokines/blood*
;
Multiple Organ Failure/diagnosis*
;
Machine Learning
2.Exploration of clear surgical margin in human papillomavirus positive oropharyngeal cancer treated with transoral robotic surgery.
Hongli GONG ; Chengzhi XU ; Chunping WU ; Pengyu CAO ; Yongzheng CHEN ; Jianfang WU ; Meiqin SHI ; Ming ZHANG ; Liang ZHOU ; Lei TAO
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(11):1016-1027
Objective:To analyze the relationship between the optimal surgical margin value and clinical prognosis of transoral robotic surgery(TORS) in treating human papillomavirus(HPV) -positive oropharyngeal squamous cell carcinoma. Methods:A single-center, prospective, observational cohort study was conducted, enrolling patients with early and moderated stage(≤T3 stage) oropharyngeal carcinoma undergoing TORS between July 2020 and April 2024. The proposed optimal surgical margin cutoff value for TORS was set as 2 mm. The primary objectives were to evaluate the optimal clear margin for TORS and its association with overall survival(OS) and progression-free survival(PFS). Logistic regression was used to analyze correlations between surgical margins and clinical variables, while Cox regression models assessed the impact of surgical margins on OS and PFS. Results:A total of 90 patients(60 males, 66.7%) were included, all had squamous cell carcinoma, with a mean age of 58.0±9.0 years(range: 39-84 years) old. The 1, 2 and 3-year OS rates were 92.3%, 89.9% and 85.0%, respectively, while the 1, 2 and 3-year PFS rates were all 90.1%. For surgical margins ≤2 mm, the 1, 2 and 3-year OS rates were 80.8%, 69.3% and 69.3%, respectively, and PFS rates were 77.9% across three time points. For surgical margins>2 mm, the 1, 2 and 3-year OS rates were 96.5%, 96.5% and 90.6%, respectively, with PFS rates of 94.6%. Logistic regression showed no correlation between surgical margins and tumor type, T/N stage, smoking, alcohol use, or gender(P>0.05). Cox analysis identified surgical margins>2 mm as a significant factor improving PFS(HR=0.14, 95%CI 0.02-0.90, P=0.038). Conclusion:This systematic analysis suggests setting a 2 mm and longer as clear surgical margin for TORS. Margins>2 mm are associated with superior postoperative PFS rate and prolonged PFS time in HPV-positive oropharyngeal carcinoma patients.
Adult
;
Aged
;
Aged, 80 and over
;
Female
;
Humans
;
Male
;
Middle Aged
;
Carcinoma, Squamous Cell/virology*
;
Human Papillomavirus Viruses/isolation & purification*
;
Margins of Excision
;
Oropharyngeal Neoplasms/virology*
;
Papillomavirus Infections/virology*
;
Prognosis
;
Prospective Studies
;
Robotic Surgical Procedures/methods*
3.Application of the flipped classroom combined with learning curves in training on Shikani laryngoscope-guided endotracheal intubation
Mingya WANG ; Hua ZHANG ; Yinglun FANG ; Yang ZHOU ; Mao XU ; Xiangyang GUO ; Yongzheng HAN
Chinese Journal of Medical Education Research 2025;24(9):1253-1258
Objective:To explore the learning patterns of resident physicians in anesthesiology when performing tracheal intubation guided by Shikani laryngoscope, and provide a reference for the skill training of clinical anesthesiologists.Methods:From August 2023 to December 2024, a total of 19 resident physicians specializing in anesthesiology participated in this study at Peking University Third Hospital. All resident physicians received standardized training on clinical skills. None of them had received specialized training in Shikani laryngoscope-guided tracheal intubation. The relevant theoretical teaching and practical guidance were provided by the same senior attending physician throughout the study. A flipped-classroom teaching model was adopted, and each student was instructed by the teaching physician to perform the procedure on 15 cases in chronological order, resulting in a total of 285 cases. The cumulative sum (CUSUM) value for each tracheal intubation was calculated, and the learning curve was plotted using R software. A fourth-order polynomial nonlinear regression model was used to fit the curve and estimate the 95% confidence interval of the learning curve. The first-order derivative function of the regression model was further analyzed to reveal the dynamic changes in proficiency with the number of training sessions. The CUSUM curve was segmented using the maximum statistics test to identify the optimal breakpoint.Results:The maximum selection test revealed that the breakpoint for the increase in CUSUM level was at the eighth attempt.Conclusions:Resident physicians in anesthesiology can master Shikani laryngoscope-guided tracheal intubation after eight standardized training sessions. Moreover, the participants showed high satisfaction with the flipped-classroom teaching model.
4.Effect of supplemented Buyang Huanwu decoction on zinc homeostasis and reproductive function through TLR4/MyD88/NF-κB signaling pathway in oligoasthenozoospermia rats
Yueyang ZHANG ; Shaoming LIU ; Yongzheng JIAO ; Dixin ZOU ; Ming ZHAO ; Haiyi GUO
Journal of China Medical University 2025;54(6):510-516
Objective To investigate the effects and mechanisms of supplemented Buyang Huanwu decoction(BYHWD)on zinc home-ostasis and reproductive function in oligoasthenozoospermia(OAS)rats.Methods As many as 60 male SD rats were randomly divided into control,OAS,L-carnitine(0.323 g/kg),BYHWD low-dose(BYHWD-L,19.5 g/kg),BYHWD medium-dose(BYHWD-M,39 g/kg),and BYHWD high-dose(BYHWD-H,78 g/kg)groups,with 10 rats in each group.Except for the control group,all other groups were admini-stered adenine by gavage to establish an OAS model.After successful construction of the model,each group was treated by gavage with the corresponding drug doses or physiological saline once daily for 4 weeks.The general condition of the rats was recorded,testicular and epididymal coefficients were calculated,and sperm water volume and vitality were measured.Enzyme linked immunosorbent assay(ELISA)was used to measure the levels of serum testosterone(T),estradiol(E2),follicle-stimulating hormone(FSH),luteinizing hormone(LH),prolactin(PRL),as well as the levels of interleukin-1β(IL-1β),interleukin-6(IL-6),tumor necrosis factor α(TNF-α)and zinc containing enzymes alcohol dehydrogenase(ADH),alkaline phosphatase(ALP),and lactate dehydrogenase(LDH)in testicular tissue.The zinc con-tent in testicular tissue were also measured.Pathological changes in testicular tissue were observed using hematoxylin eosin(HE)staining.Toll-like receptor 4(TLR4),myeloid differentiation factor 88(MyD88),and nuclear factor kappa-B(NF-κB)protein expression in testicu-lar tissue were identified using immunohistochemistry.Results Compared to the control group,the OAS group exhibited significantly lower testicular and epididymal coefficients,sperm motility,sperm count,serum T and E2 levels(P<0.05)and significantly higher FSH,LH,and PRL levels(P<0.05).Furthermore,the OAS group showed significantly lower testicular tissue zinc content and levels of zinc containing enzymes ADH,ALP,and LDH(P<0.05)than the control group.Conversely,IL-1β,IL-6,and TNF-α levels,along with protein expressions of TLR4,MyD88,and NF-κB were significantly higher in the OAS group than in the control group(P<0.05).Compared to the OAS group,each drug intervention group showed improvements in testicular and epididymal coefficients,sperm motility,sperm count,T and E2 levels,testicular zinc content and zinc containing enzymes(ADH,ALP,and LDH)levels.Furthermore,the intervention groups demonstrated reduced FSH,LH,PRL,IL-1β,IL-6,and TNF-α levels,and TLR4/MyD88/NF-κB signaling pathway protein expression(P<0.05).Conclusion BYHWD improves the reproductive function of OAS rats,potentially by regulating zinc homeostasis and TLR4/MyD88/NF-κB signaling pathway,consequently reducing the inflammatory response.
5.Application of the flipped classroom combined with learning curves in training on Shikani laryngoscope-guided endotracheal intubation
Mingya WANG ; Hua ZHANG ; Yinglun FANG ; Yang ZHOU ; Mao XU ; Xiangyang GUO ; Yongzheng HAN
Chinese Journal of Medical Education Research 2025;24(9):1253-1258
Objective:To explore the learning patterns of resident physicians in anesthesiology when performing tracheal intubation guided by Shikani laryngoscope, and provide a reference for the skill training of clinical anesthesiologists.Methods:From August 2023 to December 2024, a total of 19 resident physicians specializing in anesthesiology participated in this study at Peking University Third Hospital. All resident physicians received standardized training on clinical skills. None of them had received specialized training in Shikani laryngoscope-guided tracheal intubation. The relevant theoretical teaching and practical guidance were provided by the same senior attending physician throughout the study. A flipped-classroom teaching model was adopted, and each student was instructed by the teaching physician to perform the procedure on 15 cases in chronological order, resulting in a total of 285 cases. The cumulative sum (CUSUM) value for each tracheal intubation was calculated, and the learning curve was plotted using R software. A fourth-order polynomial nonlinear regression model was used to fit the curve and estimate the 95% confidence interval of the learning curve. The first-order derivative function of the regression model was further analyzed to reveal the dynamic changes in proficiency with the number of training sessions. The CUSUM curve was segmented using the maximum statistics test to identify the optimal breakpoint.Results:The maximum selection test revealed that the breakpoint for the increase in CUSUM level was at the eighth attempt.Conclusions:Resident physicians in anesthesiology can master Shikani laryngoscope-guided tracheal intubation after eight standardized training sessions. Moreover, the participants showed high satisfaction with the flipped-classroom teaching model.
6.Effect of supplemented Buyang Huanwu decoction on zinc homeostasis and reproductive function through TLR4/MyD88/NF-κB signaling pathway in oligoasthenozoospermia rats
Yueyang ZHANG ; Shaoming LIU ; Yongzheng JIAO ; Dixin ZOU ; Ming ZHAO ; Haiyi GUO
Journal of China Medical University 2025;54(6):510-516
Objective To investigate the effects and mechanisms of supplemented Buyang Huanwu decoction(BYHWD)on zinc home-ostasis and reproductive function in oligoasthenozoospermia(OAS)rats.Methods As many as 60 male SD rats were randomly divided into control,OAS,L-carnitine(0.323 g/kg),BYHWD low-dose(BYHWD-L,19.5 g/kg),BYHWD medium-dose(BYHWD-M,39 g/kg),and BYHWD high-dose(BYHWD-H,78 g/kg)groups,with 10 rats in each group.Except for the control group,all other groups were admini-stered adenine by gavage to establish an OAS model.After successful construction of the model,each group was treated by gavage with the corresponding drug doses or physiological saline once daily for 4 weeks.The general condition of the rats was recorded,testicular and epididymal coefficients were calculated,and sperm water volume and vitality were measured.Enzyme linked immunosorbent assay(ELISA)was used to measure the levels of serum testosterone(T),estradiol(E2),follicle-stimulating hormone(FSH),luteinizing hormone(LH),prolactin(PRL),as well as the levels of interleukin-1β(IL-1β),interleukin-6(IL-6),tumor necrosis factor α(TNF-α)and zinc containing enzymes alcohol dehydrogenase(ADH),alkaline phosphatase(ALP),and lactate dehydrogenase(LDH)in testicular tissue.The zinc con-tent in testicular tissue were also measured.Pathological changes in testicular tissue were observed using hematoxylin eosin(HE)staining.Toll-like receptor 4(TLR4),myeloid differentiation factor 88(MyD88),and nuclear factor kappa-B(NF-κB)protein expression in testicu-lar tissue were identified using immunohistochemistry.Results Compared to the control group,the OAS group exhibited significantly lower testicular and epididymal coefficients,sperm motility,sperm count,serum T and E2 levels(P<0.05)and significantly higher FSH,LH,and PRL levels(P<0.05).Furthermore,the OAS group showed significantly lower testicular tissue zinc content and levels of zinc containing enzymes ADH,ALP,and LDH(P<0.05)than the control group.Conversely,IL-1β,IL-6,and TNF-α levels,along with protein expressions of TLR4,MyD88,and NF-κB were significantly higher in the OAS group than in the control group(P<0.05).Compared to the OAS group,each drug intervention group showed improvements in testicular and epididymal coefficients,sperm motility,sperm count,T and E2 levels,testicular zinc content and zinc containing enzymes(ADH,ALP,and LDH)levels.Furthermore,the intervention groups demonstrated reduced FSH,LH,PRL,IL-1β,IL-6,and TNF-α levels,and TLR4/MyD88/NF-κB signaling pathway protein expression(P<0.05).Conclusion BYHWD improves the reproductive function of OAS rats,potentially by regulating zinc homeostasis and TLR4/MyD88/NF-κB signaling pathway,consequently reducing the inflammatory response.
7.Exploration on Medication Law of TCM Master Zhang Qi in the Treatment of Children with Nephrotic Syndrome During Hormone Withdrawal Period Based on Data Mining
Bo HOU ; Peiqing ZHANG ; Hai WANG ; Yongzheng ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(8):58-63
Objective To analyze the medication laws of children with nephrotic syndrome during hormone withdrawal period treated by TCM master Zhang Qi using data mining methods,inheriting his academic ideas.Methods The medical records of children with nephrotic syndrome during the hormone withdrawal period treated by Professor Zhang Qi at the Outpatient Department of Traditional Chinese Medicine of Heilongjiang Provincial Hospital from January 2008 to December 2018 were collected.A database was established using Excel 2019.Frequency statistics,association rules,and clustering analysis were employed among other data mining techniques to elucidate Professor Zhang Qi's medication principles based on the Traditional Chinese Medicine Inheritance Computing Platform 3.5.Results A total of 271 prescriptions were selected,encompassing 194 types of Chinese herbs,with a total drug frequency of 4 610 instances.High-frequency herbs included Glycyrrhizae Radix et Rhizoma,Astragali Radix,Nelumbinis Semen,Ophiopogonis Radix,Lycii Cortex,Poria,Pseudostellariae Radix,Bupleuri Radix,Lonicerae Japonicae Flos,and others.The properties of the drugs were predominantly cold and neutral,with flavors mainly sweet,bitter and pungent,and they targeted the lung meridian,spleen meridian,and kidney meridian primarily.In terms of therapeutic efficacy,there was a higher frequency of usage for tonifying deficiencies,clearing heat,and resolving water and dampness.Through association rule analysis,a total of 184 groups of high-frequency herb combinations were identified.When the support rate was set at 60%,seven core herb combinations were included:Astragali Radix,Pseudostellariae Radix,Nelumbinis Semen,Ophiopogonis Radix,Lycii Cortex,Poria,Glycyrrhizae Radix et Rhizoma.Clustering analysis yielded 6 novel formula combinations.Conclusion The hormone withdrawal period for children with nephrotic syndrome is characterized by the weakness of the lung,spleen and kidney,commonly presenting as qi-yin deficiency syndrome.Professor Zhang Qi manages the condition by regulating the qi of the lung,spleen and kidney,and employs a treatment strategy that is both tonifying and supplementing.To balance yin and yang,medications are chosen to clear dampness and heat,regulate qi and the stomach,and promote the elimination of water and dampness.
8.Severe acute respiratory syndrome coronavirus 2-specific T-cell responses are induced in people living with human immunodeficiency virus after booster vaccination
Xiuwen WANG ; Yongzheng LI ; Junyan JIN ; Xiaoran CHAI ; Zhenglai MA ; Junyi DUAN ; Guanghui ZHANG ; Tao HUANG ; Xin ZHANG ; Tong ZHANG ; Hao WU ; Yunlong CAO ; Bin SU
Chinese Medical Journal 2024;137(22):2734-2744
Background::T-cell-mediated immunity is crucial for the effective clearance of viral infection, but the T-cell-mediated immune responses that are induced by booster doses of inactivated severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines in people living with human immunodeficiency virus (PLWH) remain unclear.Methods::Forty-five PLWH who had received antiretroviral therapy (ART) for more than two years and 29 healthy controls (HCs) at Beijing Youan Hospital were enrolled to assess the dynamic changes in T-cell responses between the day before the third vaccine dose (week 0) and 4 or 12 weeks (week 4 or week 12) after receiving the third dose of inactivated SARS-CoV-2 vaccine. Flow cytometry, enzyme-linked immunospot (ELISpot), and multiplex cytokines profiling were used to assess T-cell responses at the three timepoints in this study.Results::The results of the ELISpot and activation-induced marker (AIM) assays showed that SARS-CoV-2-specific T-cell responses were increased in both PLWH and HCs after the third dose of the inactivated SARS-CoV-2 vaccine, and a similar magnitude of immune response was induced against the Omicron (B.1.1.529) variant compared to the wild-type strain. In detail, spike-specific T-cell responses (measured by the ELISpot assay for interferon γ [IFN-γ] release) in both PLWH and HCs significantly increased in week 4, and the spike-specific T-cell responses in HCs were significantly stronger than those in PLWH 4 weeks after the third vaccination. In the AIM assay, spike-specific CD4 + T-cell responses peaked in both PLWH and HCs in week 12. Additionally, significantly higher spike-specific CD8 + T-cell responses were induced in PLWH than in HCs in week 12. In PLWH, the release of the cytokines interleukin-2 (IL-2), tumour necrosis factor-alpha (TNF-α), and IL-22 by peripheral blood mononuclear cells (PBMCs) that were stimulated with spike peptides increased in week 12. In addition, the levels of IL-4 and IL-5 were higher in PLWH than in HCs in week 12. Interestingly, the magnitude of SARS-CoV-2-specific T-cell responses in PLWH was negatively associated with the extent of CD8 + T-cell activation and exhaustion. In addition, positive correlations were observed between the magnitude of spike-specific T-cell responses (determined by measuring IFN-γ release by ELISpot) and the amounts of IL-4, IL-5, IL-2 and IL-17F. Conclusions::Our findings suggested that SARS-CoV-2-specific T-cell responses could be enhanced by the booster dose of inactivated COVID-19 vaccines and further illustrate the importance of additional vaccination for PLWH.
9.Exploring the potential therapeutic effect of activating blood and resolving stasis in treating erectile dysfunction based on fibroblast-mediated mechanisms of penile erection
Sizheng ZHANG ; Yan CAO ; Chenglong LUO ; Haoyang CHENG ; Qi ZHANG ; Yongzheng JIAO
Journal of Beijing University of Traditional Chinese Medicine 2024;47(11):1495-1500
Erectile dysfunction has a high incidence rate and is a difficult-to-treat condition in male urology.The synergistic effect of nerves,endothelium,and smooth muscles plays a crucial role in penile erection.However,the role of the many fibroblasts in the corpus cavernosum of the penis during erection is often overlooked.Fibroblasts are at the center of the cellular and molecular network in the corpus cavernosum of the penis,regulating the dynamic balance of the cavernosal microenvironment and mediating penile erection,thus providing a novel target for treating erectile dysfunction.Blood stasis primarily causes erectile dysfunction,thereby serving as a crucial pathological factor leading to the imbalance of the cavernosal microenvironment.Blood stasis also corresponds to the microscopic pathological changes in the corpus cavernosum of patients with erectile dysfunction.Therefore,this study explored the correlation between fibroblast-mediated penile erection and traditional Chinese medicine theories,integrating it with clinical practice.This study proposes that activating blood and resolving stasis can regulate the cavernosal microenvironment and improve fibroblast-mediated erectile dysfunction.This study also provides novel insights for treating erectile dysfunction with traditional Chinese medicine.
10.Correlation analysis between serum vitamin D level and central precocious puberty in girls
Yongzheng LOU ; Yanan XU ; Pingping ZHANG ; Jiewen PAN ; Dongmei GAN ; Shuni SUN
China Modern Doctor 2024;62(3):16-20
Objective To investigate the correlation between serum vitamin D level and central precocious puberty(CPP)in girls.Methods A total of 103 girls(case group)with central precocious puberty from Ningbo Woman and Children's Hospital and 53 healthy girls(control group)from health check-ups in Ningbo Women and Children's Hospital were collected as subjects.The serum levels of 25-hydroxyvitamin D3[25(OH)D3]in the two groups were detected by chemiluminescence method.The weight and height of girls in the case group were measured.The serum levels of follicle-stimulating hormone(FSH)and its peak value,luteinizing hormone(LH)and its peak value,estradiol(E2),prolactin(PRL),human chorionic gonadotropin(HCG)and thyroid function were measured by radioimmunoassay.The peak value of LH/FSH was calculated.B ultrasound examination of uterine adnexa was completed to calculate uterine volume and bilateral ovarian volume.According to the results of serum 25-(OH)D3,girls in the case group were divided into normal vitamin D group and vitamin D deficiency group,and the differences of hormone levels,uterine and ovarian development between the two groups were compared.Results The serum level of 25-(OH)D3 in case group was lower than that in control group,and the vitamin D deficiency rate in case group was higher than that in control group,with statistical significance(P<0.05).The age of breast nodules in vitamin D deficiency group was lower than that in vitamin D normal group(P<0.05).There were no significant differences in body weight,height,body mass index(BMI),uterine volume and left ovarian volume between vitamin D normal group and vitamin D deficiency group(P>0.05),and the right ovarian volume in vitamin D deficiency group was significantly higher than that in vitamin D normal group(P<0.05).There were no significant differences in serum levels of FSH,LH,PRL,HCG,peak value of FSH and thyroid function between normal and deficient groups(P>0.05).The levels of E2,LH and LH/FSH in vitamin D deficiency group were significantly higher than those in vitamin D normal group(P<0.05);25-(OH)D3 was negatively correlated with LH/FSH peak(r=-0.197,P<0.05),but was not significantly correlated with thyroid function,FSH,LH,PRL,E2,HCG,FSH and LH peak(P>0.05).Conclusion Vitamin D deficiency is associated with central precocious puberty in girls.Vitamin D deficiency may lead to early onset of precocious puberty.Vitamin D deficiency may affect the hypothalamic-pituitary-gonadal axis function,resulting in changes in reproductive hormone indexes and consequent increase in ovarian volume in girls.

Result Analysis
Print
Save
E-mail