1.Application of DISO Index in multi-round sorting of disease surveillance data
Tian LIU ; Shuqiong HUANG ; Kaifa SONG ; Cong XIE ; Wenwen YANG ; Menglei YAO ; Quan XIANG ; Qinwen XU ; Zhou QIN ; Dexin RUAN ; Jing ZHAO
Journal of Public Health and Preventive Medicine 2026;37(5):22-25
Objective To introduce the calculation of the DISO index in multi-dimensional data ranking for disease surveillance, and evaluate its applicability. Methods Using the data from the quality supervision and inspection of infectious disease reporting in Jingzhou City in a certain year as an example, the DISO index was used to rank 16 investigated medical institutions and compared with the TOPSIS method. The consistency between the two evaluation results was analyzed using Spearman correlation. Then, The DISO index from different medical institutions was used to evaluate the ranking of 8 counties (cities, districts). The evaluation indicators for the supervision and inspection included six items: report rate, timely report rate, completeness of report card filling, accuracy of report card filling, consistency rate with network information report, and completeness of valid ID number filling. Results Among the 16 medical institutions, 8 institutions had all six evaluation indicators at 100%. Using the two methods to rank the 16 medical institutions, the two methods showed that the 8 medical institutions with all six evaluation indicators at 100% were ranked first. There was a strong correlation between the rankings of the 16 medical institutions using the two methods (rs=0.992, P=0.000). The three counties (cities, districts) with all six evaluation indicators at 100% were all ranked first, while country G was ranked seventh and country E was ranked eighth. Conclusion The results of the DISO index and the TOPSIS method were similar in one-dimensional ranking. DISO can be used for multi-dimensional ranking of disease surveillance data and deserves to be promoted and applied.
2.Prokaryotic expression and preliminary analysis of immunogenicity of outer mem-brane protein of yak-derived Escherichia coli OmpA
Shinan ZHANG ; Shengyi HAN ; Tian SHI ; Shuping LI ; Guoyuan HU ; Rui GAO ; Jiaqi TIAN ; Wenwen ZHOU ; Shengqing LI
Chinese Journal of Veterinary Science 2025;45(3):458-465,472
The amino acid sequences of the OmpA protein isolated from Escherichia coli QML2206-1(E.coli QML2206-1)in our laboratory were analyzed for homology with different strains of OmpA proteins using bioinformatics software,and the OmpA protein was analyzed for its physicochemical properties,transmembrane structure and signal peptide prediction,B-cell anti-genic epitope prediction,secondary and tertiary structure prediction.The OmpA gene fragment was ligated with pET-32a vector to construct a prokaryotic expression vector,which was purified by a nickel column affinity purification system after prokaryotic expression and optimization of ex-pression conditions in BL21(DE3).The purified recombinant protein was fully mixed with Freund's adjuvant to immunize mice,and the levels of mouse-specific IgG antibody and the expression levels of cytokines CD4,CD8 and IL-4 in mouse serum were detected by ELISA,and the immuno-protective effect was evaluated by mouse attack protection test.OmpA protein is a hydrophilic protein with no transmembrane structural domains and a secondary structure consisting mainly of irregular coils(47.98%)and α-helices(29.77%),with 12 antigenic epitopes that can bind to anti-bodies produced by B cells.The recombinant protein OmpA with a relative molecular mass of a-bout 55 kDa was successfully obtained by prokaryotic expression,and the highest expression was induced by IPTG concentration of 0.000 4 mmol/L for 6 h at 37 ℃.The serum-specific IgG anti-body potency of recombinant protein immunized mice was up to 1∶32 000;the expression levels of CD4,CD8 and IL-4 in the serum of immunized mice were elevated compared with those of the con-trol group.The survival rate of mice was 80%and 40%after attack with minimum lethal dose(MLD)and 2 times minimum lethal dose(2MLD),respectively.OmpA recombinant protein has good antigenicity and certain immunoprotective effects,and this study provides a technical basis for the next step in the development of a genetically engineered subunit vaccine against yak-appli-cable E.coli based on OmpA protein.
3.Clinical research on the main syndrome of Sini decoction-reverse coldness of limbs
Zhen ZHANG ; Yang LYU ; Wenwen ZHANG ; Tian TIAN ; Yuqi GUO ; Peiyang LI
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):335-341
Objective Explore the correlation among difference of skin temperature(ΔT)between proximal and distal ends,peripheral serum indicators and cardiac function,to screen the influencing factors of the main syndrome of"reverse coldness of limbs"in Sini decoction.Methods The clinical data of 134 critically ill patients who visited the emergency department of the Second Affiliated Hospital of Tianjin University of Traditional Chinese Medicine from January 2022 to September 2023 were collected,including echocardiographic indicators[ejection fraction(EF),anterior-posterior diameter of the aortic sinus,left atrial anterior-posterior diameter,right ventricle left-right diameter,right atrial left-right diameter,left ventricular diastolic end anterior-posterior diameter,interventricular septum thickness,left ventricular posterior wall thickness,left ventricular posterior wall movement amplitude,main pulmonary artery inner diameter,pulmonary artery valve flow velocity,aortic valve flow velocity,mitral valve flow velocity,pulmonary artery systolic pressure],blood routine[white blood cell count(WBC),red blood cell count(RBC),platelet count(PLT),hemoglobin(Hb)],myocardial markers[troponin(cTnI,cTnT),MB isoenzyme of creatine kinase(CK-MB),myoglobin(MYO),N-terminal pro-brain natriuretic peptide(NT-proBNP)],D-dimer,blood gas analysis[pH value,arterial oxygen partial pressure(PaO2),arterial partial pressure of carbon dioxide(PaCO2),lactic acid(Lac),arterial oxygen saturation(SaO2)],coagulation function indicators[prothrombin time(PT),activated partial thromboplastin time(APTT),thrombin time(TT),international normalized ratio(INR),fibrinogen(Fib)],infection indicators[C-reactive protein(CRP),procalcitonin(PCT)],biochemical indicators[K+,Na+,Cl-,Ca2+,P3+,total protein(TP),albumin(Alb),aspartate aminotransferase(AST),creatine kinase(CK),α-hydroxybutyrate dehydrogenase(α-HBDH),lactate dehydrogenase(LDH),urea,creatinine(Cr),uric acid(UA)],mean arterial pressure(MAP),and the top 10 disease types.These data were used as independent variables,and the ΔT value was used as the dependent variable for univariate linear regression analysis.Variables with statistically significant differences in the univariate analysis were subjected to multivariate linear regression analysis to identify the influencing factors causing an increase in the ΔT value.Results The univariate analysis analysis showed that variables such as shock,MAP,WBC,MYO,Lac,PT,APTT,TT,CRP,K+,P3+,Alb,urea,Cr,right ventricular left-right diameter,left ventricular posterior wall motion amplitude,main pulmonary artery diameter,pulmonary artery valve velocity,and aortic valve velocity were all risk factors influencing the increase of ΔT between the left axilla and the left hand in critically ill patients(all P<0.05);shock,respiratory failure,MAP,WBC,cTNI,MYO,Lac,PT,APTT,TT,CRP,Ca2+,P3+,Alb,urea,Cr,right ventricular left-right diameter,interventricular septum motion amplitude,left ventricular posterior wall motion amplitude,and main pulmonary artery inner diameter were all risk factors influencing the increase of ΔT between the left axilla and the left foot in critically ill patients(all P<0.05).Multivariate linear regression analysis showed that APTT,Lac,right ventricular left and right diameters,and urea were independent risk factors for the increase of ΔT in the left axilla and left hand[95%confidence interval(95%CI)was 0.016-0.036,0.024-0.095,-0.031 to-0.003,0.002-0.029,respectively;P values were 0.000,0.001,0.015,0.028,respectively],while PT,right ventricular left and right diameters,interventricular septal motion amplitude,and MYO were independent risk factors for the increase of ΔT left axilla and left foot(95%CI was 0.023-0.178,-0.103 to-0.019,0.031-0.245,0.000-0.002,respectively;P values were 0.012,0.006,0.013,0.015,respectively).Conclusion APTT,PT,Lac,MYO,urea,the right ventricular diameter and interventricular septal motion amplitude are key factors affecting the ΔT value of critically ill patients,which can cause reverse coldness of limbs.
4.Association analysis between serum sex hormone-binding globulin and metabolic associated fatty liver disease in the elderly
Dinghuang MU ; Tian TANG ; Shiwen WANG ; Wenwen CUI ; Lei GAO ; Yun HU
Chinese Journal of Diabetes 2025;33(6):430-434
Objective To investigate the correlation between serum sex hormone-binding globulin(SHBG)level and metabolically associated fatty liver disease(MAFLD)in the elderly.Methods A total of 852 patients aged≥60 years who were admitted to the Geriatric Department of Nanjing Drum Tower Hospital were enrolled in this study from June 2015 to October 2023 and divided into MAFLD group(n=426)and non-MAFLD group(n=426).General data,metabolic indexes and serum SHBG were compared between the two groups.The correlation between serum SHBG and various metabolic indexes,the mediating effects of serum SHBG and MAFLD risk,BMI,T2DM and metabolic dysfunction in the association between serum SHBG and elderly MAFLD were analyzed.Results Body mass index(BMI),systolic blood pressure(SBP),diastolic blood pressure(DBP),alanine aminotransferase(ALT),aspartate aminotransferase(AST),glutamyl transpeptidase(γ-GT),serum uric acid(SUA),triglycerides(TG),fasting plasma glucose(FPG),fasting insulin(FIns),glycosylated hemoglobin(HbA1c),insulin resistance index(HOMA-IR),prevalence of T2DM were higher,while high density lipoprotein cholesterol(HDL-C),testosterone(TT)and SHBG were lower in MAFLD group than in non-MAFLD group(P<0.05).Partial correlation analysis showed that SHBG was negatively correlated with BMI,γ-GT,SUA,TG,FIns,HbA1c and HOMA-IR(P<0.05),and positively correlated with LDL-C and HDL-C(P<0.05).Logistic regression analysis showed that after adjusting for confounding factors,a stepwise increase in the OR for MAFLD risk in patients across SHBG 38.00~51.25 nmol/L,27.90~37.90 nmol/L and 6.19~27.85 nmol/L compared with 51.30~147.00 nmol/L.The analysis of mediating effect showed that BMI mediated the effect of SHBG on MAFLD(effect value=-0.0015,P<0.05),and the mediating effect accounted for 25.22%.Conclusions SHBG level is significantly associated with MAFLD in the elderly,and the reduction of SHBG level increases MAFLD risk.
5.Monotropein resists atherosclerosis by reducing inflammation, oxidative stress, and abnormal proliferation and migration of vascular smooth muscle cells
Hongliang LI ; Bingqian YE ; Jiping TIAN ; Bofan WANG ; Yiwen ZHA ; Shuying ZHENG ; Tan MA ; Wenwen ZHUANG ; Won Sun PARK ; Jingyan LIANG
The Korean Journal of Physiology and Pharmacology 2025;29(2):245-255
Monotropein is a compound classified into iridoid which is found in herbaceous plants Morindae officinalis. It possesses anti-inflammatory, antioxidant, and anti-osteoarthritic activities. Previous study indicates that monotropein may have the potential to combat cardiovascular disease, although the related mechanism remains unclear. In this study, we constructed the model of atherosclerosis by oxidized low density lipoprotein-induced vascular smooth muscle cells and LDLR –/–mice given high-fat diet to investigate the effects of monotropein on atherosclerosis.Our results showed that monotropein treatment significantly reduced the area of atherosclerotic plaques and necrotic cores in mice, inhibited the proliferation and migration of vascular smooth muscle cells, and reduced inflammatory responses and oxidative stress, which in turn alleviated atherosclerosis. In addition, we found that monotropein reduced the expression levels of P-NF-κB and P-AP-1. In conclusion, our data suggest that monotropein inhibited the proliferation and migration of vascular smooth muscle cells by mediating the activity of NF-κB, AP-1, reducing the level of inflammation and oxidative stress, and thus resisting the development of atherosclerosis. These findings demonstrate the efficacious therapeutic impact of monotropein on atherosclerosis and elucidate its specific target.
6.Monotropein resists atherosclerosis by reducing inflammation, oxidative stress, and abnormal proliferation and migration of vascular smooth muscle cells
Hongliang LI ; Bingqian YE ; Jiping TIAN ; Bofan WANG ; Yiwen ZHA ; Shuying ZHENG ; Tan MA ; Wenwen ZHUANG ; Won Sun PARK ; Jingyan LIANG
The Korean Journal of Physiology and Pharmacology 2025;29(2):245-255
Monotropein is a compound classified into iridoid which is found in herbaceous plants Morindae officinalis. It possesses anti-inflammatory, antioxidant, and anti-osteoarthritic activities. Previous study indicates that monotropein may have the potential to combat cardiovascular disease, although the related mechanism remains unclear. In this study, we constructed the model of atherosclerosis by oxidized low density lipoprotein-induced vascular smooth muscle cells and LDLR –/–mice given high-fat diet to investigate the effects of monotropein on atherosclerosis.Our results showed that monotropein treatment significantly reduced the area of atherosclerotic plaques and necrotic cores in mice, inhibited the proliferation and migration of vascular smooth muscle cells, and reduced inflammatory responses and oxidative stress, which in turn alleviated atherosclerosis. In addition, we found that monotropein reduced the expression levels of P-NF-κB and P-AP-1. In conclusion, our data suggest that monotropein inhibited the proliferation and migration of vascular smooth muscle cells by mediating the activity of NF-κB, AP-1, reducing the level of inflammation and oxidative stress, and thus resisting the development of atherosclerosis. These findings demonstrate the efficacious therapeutic impact of monotropein on atherosclerosis and elucidate its specific target.
7.Clinical study of composite dressing of adipose mesenchymal stem cell exosome and chitosan hydrogel in treating deep Ⅱ burn wound
Wenwen KANG ; Wanjun ZHENG ; Yunyun SU ; Jing TIAN ; Rong HUANG
China Medical Equipment 2025;22(10):56-60
Objective:To investigate the clinically curative effect of composite dressing of adipose mesenchymal stem cell exosomes and chitosan hydrogel in treating deep Ⅱ burn wound.Methods:A total of 108 patients with superficially deep Ⅱ burns,who admitted to Tangdu Hospital,Air Force Medical University within 48 hours during March 2022 and October 2024,were selected.Patients were randomly divided into conventional treatment group and the combined treatment group by using a random number table,with 54 patients in each group.All patients underwent enzymatic debridement(collagenase ointment)to conduct conventional treatment.The combined treatment group received treatment with composite dressings of adipose-derived mesenchymal stem cell exosomes(ADSCs-Exo)combined with chitosan hydrogel,while the conventional treatment group received treatment with silver sulfadiazine dressings(SSD)on the basis of conventional treatment.The healing rates of wound,Vancouver Scar Scale(VSS)scores,the levels of serum inflammatory factors included interleukin-6(IL-6),interleukin-1β(IL-1β),C-reactive protein(CRP),and tumor necrosis factor-α(TNF-α),as well as curative efficacy rates,and adverse reactions between two groups were compared at different time points after treatment.Results:There was not statistically significant difference in healing rates of wound between the two groups at the 7th day after treatment(P>0.05).At the 14th day and the 21th day after treatment,the average healing rates of wound in the combined treatment group were respectively(67.69±8.57)%and(89.46±7.54)%,which were higher than(59.50±4.93)%and(75.52±9.11)%in the conventional treatment group,and the differences were statistically significant(t=6.087,8.662,P<0.05).The average VSS score was(6.42±1.20)points in the combined treatment group after treatment,which was lower than that in the conventional treatment group(8.94±1.58),and the difference was statistically significant(t=9.33,P<0.05).Before treatment,there were not statistically significant difference in VAS scores and the levels of serum inflammatory factor between the two groups(P>0.05).At the 7th day,the 14th day and the 21th day after treatment,the VAS scores in the combined treatment group were significantly lower than those in the conventional treatment group(t=10.008,12.004,13.899,P<0.05),respectively.At the 21th day after treatment,the levels of IL-6,IL-1β,CRP,and TNF-α of the combined treatment group were significantly lower than those of the conventional treatment group(t=3.400,4.490,7.293,5.900,P<0.05).The efficacy rate of clinical treatment in the combined treatment group was 96.30%,which was higher than 83.33%of the conventional treatment group,with a statistical significance(x2=7.942,P<0.05).The incidence of adverse reaction in the combined treatment group was 14.81%,which was lower than 24.07%of the conventional treatment group,without statistical significance(P>0.05).Conclusion:Compared with conventional silver sulfadiazine dressing,the composite dressing of adipose mesenchymal stem cell exosomes and chitosan hydrogel can quickly promote the re-epithelialization process in treating patients with superficially deep Ⅱ burns at the middle to late stage,and improve the healing rate,and relieve the inflammatory reaction and pain perception of patients for wound,and enhance efficiency and safety.
8.Clinical research on the main syndrome of Sini decoction-reverse coldness of limbs
Zhen ZHANG ; Yang LYU ; Wenwen ZHANG ; Tian TIAN ; Yuqi GUO ; Peiyang LI
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):335-341
Objective Explore the correlation among difference of skin temperature(ΔT)between proximal and distal ends,peripheral serum indicators and cardiac function,to screen the influencing factors of the main syndrome of"reverse coldness of limbs"in Sini decoction.Methods The clinical data of 134 critically ill patients who visited the emergency department of the Second Affiliated Hospital of Tianjin University of Traditional Chinese Medicine from January 2022 to September 2023 were collected,including echocardiographic indicators[ejection fraction(EF),anterior-posterior diameter of the aortic sinus,left atrial anterior-posterior diameter,right ventricle left-right diameter,right atrial left-right diameter,left ventricular diastolic end anterior-posterior diameter,interventricular septum thickness,left ventricular posterior wall thickness,left ventricular posterior wall movement amplitude,main pulmonary artery inner diameter,pulmonary artery valve flow velocity,aortic valve flow velocity,mitral valve flow velocity,pulmonary artery systolic pressure],blood routine[white blood cell count(WBC),red blood cell count(RBC),platelet count(PLT),hemoglobin(Hb)],myocardial markers[troponin(cTnI,cTnT),MB isoenzyme of creatine kinase(CK-MB),myoglobin(MYO),N-terminal pro-brain natriuretic peptide(NT-proBNP)],D-dimer,blood gas analysis[pH value,arterial oxygen partial pressure(PaO2),arterial partial pressure of carbon dioxide(PaCO2),lactic acid(Lac),arterial oxygen saturation(SaO2)],coagulation function indicators[prothrombin time(PT),activated partial thromboplastin time(APTT),thrombin time(TT),international normalized ratio(INR),fibrinogen(Fib)],infection indicators[C-reactive protein(CRP),procalcitonin(PCT)],biochemical indicators[K+,Na+,Cl-,Ca2+,P3+,total protein(TP),albumin(Alb),aspartate aminotransferase(AST),creatine kinase(CK),α-hydroxybutyrate dehydrogenase(α-HBDH),lactate dehydrogenase(LDH),urea,creatinine(Cr),uric acid(UA)],mean arterial pressure(MAP),and the top 10 disease types.These data were used as independent variables,and the ΔT value was used as the dependent variable for univariate linear regression analysis.Variables with statistically significant differences in the univariate analysis were subjected to multivariate linear regression analysis to identify the influencing factors causing an increase in the ΔT value.Results The univariate analysis analysis showed that variables such as shock,MAP,WBC,MYO,Lac,PT,APTT,TT,CRP,K+,P3+,Alb,urea,Cr,right ventricular left-right diameter,left ventricular posterior wall motion amplitude,main pulmonary artery diameter,pulmonary artery valve velocity,and aortic valve velocity were all risk factors influencing the increase of ΔT between the left axilla and the left hand in critically ill patients(all P<0.05);shock,respiratory failure,MAP,WBC,cTNI,MYO,Lac,PT,APTT,TT,CRP,Ca2+,P3+,Alb,urea,Cr,right ventricular left-right diameter,interventricular septum motion amplitude,left ventricular posterior wall motion amplitude,and main pulmonary artery inner diameter were all risk factors influencing the increase of ΔT between the left axilla and the left foot in critically ill patients(all P<0.05).Multivariate linear regression analysis showed that APTT,Lac,right ventricular left and right diameters,and urea were independent risk factors for the increase of ΔT in the left axilla and left hand[95%confidence interval(95%CI)was 0.016-0.036,0.024-0.095,-0.031 to-0.003,0.002-0.029,respectively;P values were 0.000,0.001,0.015,0.028,respectively],while PT,right ventricular left and right diameters,interventricular septal motion amplitude,and MYO were independent risk factors for the increase of ΔT left axilla and left foot(95%CI was 0.023-0.178,-0.103 to-0.019,0.031-0.245,0.000-0.002,respectively;P values were 0.012,0.006,0.013,0.015,respectively).Conclusion APTT,PT,Lac,MYO,urea,the right ventricular diameter and interventricular septal motion amplitude are key factors affecting the ΔT value of critically ill patients,which can cause reverse coldness of limbs.
9.CDP-diacylglycerol synthase 1 down-regulation induced dysfusion of autophagosome and lysosome promotes β-amyloid protein deposition in hippocampus of mice
Lifei ZHANG ; Ning WANG ; Yuan TIAN ; Shu SHI ; Wenwen ZHANG ; Kaili DU ; Ting LIU ; Li WANG ; Xiaohui WANG
Academic Journal of Naval Medical University 2025;46(6):719-727
Objective To explore the effects of CDP-diacylglycerol synthase 1(CDS1)on autophagy and amyloid deposition in hippocampal neurons of mice and the related mechanism.Methods Congo red and immunohistochemical staining were used to observe the amyloid deposition in hippocampus of amyloid precursor protein(APP)/presenilin 1(PS1)double-transgenic mice.Lentivirus-mediated overexpression of APP was induced in HT22 cells,and Congo red staining was used to observe the amyloid deposition in HT22 cells.The protein expression levels of microtubule-associated protein 1 light chain 3(LC3)-Ⅱ and P62 in the hippocampus of APP/PS1 double-transgenic mice and APP-overexpressed HT22 cells were detected by Western blotting.The differential protein CDS1 was screened based on the hippocampal proteomics results of APP/PS1 double-transgenic mice.The expression of CDS1 protein in hippocampal tissue of APP/PS1 transgenic mice and APP-overexpressed HT22 cells was detected by Western blotting.After lentivirus-mediated APP overexpression in HT22 cells,CDS1 was overexpressed,and the protein expression levels of LC3-Ⅱ and P62 were detected by Western blotting.Results β-amyloid protein(Aβ)was deposited in the hippocampus of APP/PS1 mice and in HT22 cells overexpressing APP.The levels of LC3-Ⅱ and P62 protein in the hippocampus of APP/PS1 double-transgenic mice and APP-overexpressed HT22 cells were significantly increased.A differential metabolic pathway,glycerophospholipid metabolic pathway,was screened by Kyoto Encyclopedia of Genes and Genomes pathway analysis in the proteomic results of APP/PS1 double-transgenic mice,and the differential protein CDS1 was obtained.Compared with wild-type C57BL/6 mice,APP/PS1 double-transgenic mice exhibited a significantly decrease in CDS1 protein expression in the hippocampus(0.46±0.07 vs 1.00±0.25,P<0.01).Similarly,lentivirus-mediated overexpression of APP in HT22 cells resulted in decreased CDS1 protein levels compared to cells infected with empty viral vector controls(0.68±0.18 vs 1.00±0.13,P<0.01).The autophagy flow of nerve cells was significantly restored after the CDS1 overexpression in APP-overexpressed HT22 cells(LC3-Ⅱ:1.00±0.15 vs 0.21±0.05,P<0.01;P62:1.00±0.16 vs 0.67±0.10,P<0.01),and Aβ deposition was significantly decreased.Conclusion Downregulation of CDS1 expression can induce dysfusion of autophagosome and lysosome,promoting amyloid deposition in hippocampus of mice with Alzheimer's disease.
10.Development and validation of a nomogram for predicting cervical lymph node metastasis based on hematological parameters and clinicopathological characteristics in patients with laryngeal squamous cell carcinoma.
Shanshan TIAN ; Yu SONG ; Ningyuan WANG ; Jianqiang LI ; Wenwen CHEN ; Deli WANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(10):949-956
Objective:To explore the predictive value of preoperative peripheral hematological parameters combined with clinicopathological features for cervical lymph node metastasis(CLNM) in patients with laryngeal squamous cell carcinoma(LSCC), and to construct and validate a nomogram model for CLNM. Methods:A retrospective analysis was conducted on the clinical data of 264 LSCC patients who underwent surgical treatment and were pathologically confirmed, collected from the Second Affiliated Hospital of Shandong First Medical University and Taian 88 Hospital. Specifically, 161 patients from one hospital were allocated to the training cohort, while 103 patients from another hospital constituted the validation cohort. Based on postoperative pathological results, patients were categorized into CLNM-positive and CLNM-negative groups. The general clinical data, clinicopathological features, and hematological parameters of the two groups were analyzed and compared. A preoperative predictive model for CLNM was developed using logistic regression analysis, followed by validation and sensitivity analysis to evaluate the robustness of the model's predictive performance. Results:The results showed that there were significant differences in tumor location, tumor size, tumor differentiation, neutrophil percentage, lymphocyte count, lymphocyte percentage, c-reactive protein(CRP), fibrinogen, neutrophil-to-lymphocyte ratio(NLR), platelet-to-lymphocyte ratio(PLR), systemic immune-inflammation index(SII), systemic inflammation response index(SIRI), and prognostic inflammatory index(PIV) between the CLNM-positive and CLNM-negative groups(P<0.05). Lasso regression identified tumor location, clinical T stage, tumor size, tumor differentiation degree, red blood cell distribution width(RDW) -coefficient of variation(RDW-CV), CRP, FIB, D-dimer, NLR, and lymphocyte-to-monocyte ratio(LMR) were the most predictive parameters. Multivariate logistic regression revealed that tumor location, tumor size, tumor differentiation degree, CRP, and NLR were independent risk factors for CLNM in LSCC patients(P<0.05). A nomogram was constructed based on these five factors. The model demonstrated excellent discrimination, with a C-index of 0.837(95%CI 0.766-0.908) in the training cohort and 0.809(95%CI 0.698-0.920) in the validation cohort. Calibration curves and DCA curves in both cohorts confirmed the clinical utility of the model. Sensitivity analysis further supported the robustness of the results, showing good discrimination and calibration across different age and BMI subgroups. Conclusion:Tumor location, tumor size, tumor differentiation degree, CRP, and NLR were independent risk factors for CLNM in LSCC patients. The nomogram based on these variables exhibits strong discrimination, calibration, and clinical applicability, and may serve as a valuable tool for preoperative risk assessment and individualized treatment planning.
Humans
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Nomograms
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Laryngeal Neoplasms/blood*
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Retrospective Studies
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Lymphatic Metastasis
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Carcinoma, Squamous Cell/blood*
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Lymph Nodes/pathology*
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Male
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Female
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Middle Aged
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Neck
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C-Reactive Protein
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Aged
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Logistic Models
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Neutrophils
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Prognosis


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