1.Influence of Antigen Type on the Establishment of an Induced Sjögren Syndrome Mouse Model
Wenshuang RONG ; Yuanfei NIU ; Meiting LIU ; Mengyuan YANG ; Shuang CUI ; Lina MA ; Yao FU ; Lianmei WANG ; Junling CAO
Laboratory Animal and Comparative Medicine 2026;46(2):178-190
ObjectiveThis study aims to compare the modeling effects of submaxillary gland antigen and salivary gland antigen in the establishment of Sjögren syndrome (SS) mouse models, and to characterize the phenotypic and immunological features of these models in comparison with spontaneous SS-prone non-obese diabetic (NOD)/LtJ mice. MethodsAdult C57BL/6J mice (equal numbers of males and females) were immunized with submaxillary gland antigen or salivary gland antigen, respectively, combined with Freund's adjuvant to induce SS models. Mice immunized with phosphate-buffered saline (PBS) combined with Freund's adjuvant served as the control group. Immunization was induced via multiple subcutaneous injections in the back with antigen combined with Freund's complete adjuvant (FCA) on Days 1 and 7. A booster immunization was administered via multiple subcutaneous injections in the back with antigen combined with Freund's incomplete adjuvant (FIA) on Day 14. Female NOD/LtJ mice were used as the spontaneous SS model group, with ICR mice as the corresponding control strain for comparative analysis. Body weight, water intake, and salivary flow rate of mice were dynamically monitored for 4 weeks. At the end of the experiment, tissue and serum samples were collected, the weights of submaxillary glands, thymus, and spleen were measured, and organ indices (organ-to-body weight ratios) were calculated. Pathological morphological analysis of the submaxillary gland and spleen was performed with hematoxylin and eosin (HE) staining. Serum interleukin-17 (IL-17) level was detected using enzyme-linked immunosorbent assay (ELISA). Real-time quantitative polymerase chain reaction was used to detect the mRNA expression levels of SS type A (SSA) and SS type B (SSB) in submaxillary gland tissues. ResultsFemale mice in the submaxillary gland antigen group exhibited significantly increased water intake (P<0.05) and reduced salivary flow rate (P<0.05) compared with the female control group. No statistically significant differences were observed in the submaxillary gland index, thymus index and spleen index (P>0.05). Focal lymphocytic infiltration was observed in the submaxillary glands, and the splenic marginal zone was enlarged. Serum IL-17 levels were significantly increased (P<0.05). There was no significant difference in submaxillary gland SSA/SSB expression levels (P>0.05). Compared with the female control group, female mice in the salivary gland antigen group showed no statistically significant differences in water intake, salivary flow rate, submaxillary gland index, and spleen index (P>0.05), whereas the thymus index was significantly reduced (P<0.01). Mild inflammatory cell infiltration and glandular atrophy were observed in the submaxillary glands, and the splenic white pulp and marginal zone were slightly enlarged. Serum IL-17 levels and submaxillary gland SSB mRNA expression levels were significantly increased (P<0.01), whereas no significant change was observed in submaxillary gland SSA expression levels (P>0.05). Compared with the male control group, mild submaxillary gland atrophy was observed in male mice in the submaxillary gland antigen group, whereas no obvious changes were found in other modeling-related indicators (P>0.05). Compared with the ICR control group, NOD/LtJ model mice exhibited elevated water intake (P<0.05), significantly reduced salivary flow rate (P<0.01), no significant differences in the submaxillary gland index or spleen index (P>0.05), but a significantly increased thymus index (P<0.05). Marked focal infiltration was observed in the submaxillary glands, the splenic marginal zone was obviously enlarged, and serum IL-17 concentrations as well as submaxillary gland SSA/SSB expression levels were significantly increased (P<0.05). ConclusionSubmaxillary gland antigen and salivary gland antigen can induce SS-related features in female C57BL/6J mice. The SS-related phenotype is more pronounced in the submaxillary gland antigen group than in the salivary gland antigen group, but weaker than that in spontaneously SS-prone female NOD/LtJ mice. Immunization of male C57BL/6J mice with submaxillary or salivary gland antigens fails to induce an obvious SS phenotype.
2.Glycemic Control and Diabetes Duration in Relation to Subsequent Myocardial Infarction among Patients with Coronary Heart Disease and Type 2 Diabetes.
Fu Rong LI ; Yan DOU ; Chun Bao MO ; Shuang WANG ; Jing ZHENG ; Dong Feng GU ; Feng Chao LIANG
Biomedical and Environmental Sciences 2025;38(1):27-36
OBJECTIVE:
This study aimed to investigate the impact of glycemic control and diabetes duration on subsequent myocardial infarction (MI) in patients with both coronary heart disease (CHD) and type 2 diabetes (T2D).
METHODS:
We conducted a retrospective cohort study of 33,238 patients with both CHD and T2D in Shenzhen, China. Patients were categorized into 6 groups based on baseline fasting plasma glucose (FPG) levels and diabetes duration (from the date of diabetes diagnosis to the baseline date) to examine their combined effects on subsequent MI. Cox proportional hazards regression models were used, with further stratification by age, sex, and comorbidities to assess potential interactions.
RESULTS:
Over a median follow-up of 2.4 years, 2,110 patients experienced MI. Compared to those with optimal glycemic control (FPG < 6.1 mmol/L) and shorter diabetes duration (< 10 years), the fully-adjusted hazard ratio ( HR) (95% Confidence Interval [95% CI]) for those with a diabetes duration of ≥ 10 years and FPG > 8.0 mmol/L was 1.93 (95% CI: 1.59, 2.36). The combined effects of FPG and diabetes duration on MI were largely similar across different age, sex, and comorbidity groups, although the excess risk of MI associated with long-term diabetes appeared to be more pronounced among those with atrial fibrillation.
CONCLUSION
Our study indicates that glycemic control and diabetes duration significant influence the subsequent occurrence of MI in patients with both CHD and T2D. Tailored management strategies emphasizing strict glycemic control may be particularly beneficial for patients with longer diabetes duration and atrial fibrillation.
Humans
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Diabetes Mellitus, Type 2/blood*
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Male
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Female
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Middle Aged
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Aged
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Coronary Disease/complications*
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Myocardial Infarction/etiology*
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Retrospective Studies
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China/epidemiology*
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Glycemic Control
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Blood Glucose
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Adult
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Risk Factors
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Time Factors
3.Expert Consensus on the Ethical Requirements for Generative AI-Assisted Academic Writing
You-Quan BU ; Yong-Fu CAO ; Zeng-Yi CHANG ; Hong-Yu CHEN ; Xiao-Wei CHEN ; Yuan-Yuan CHEN ; Zhu-Cheng CHEN ; Rui DENG ; Jie DING ; Zhong-Kai FAN ; Guo-Quan GAO ; Xu GAO ; Lan HU ; Xiao-Qing HU ; Hong-Ti JIA ; Ying KONG ; En-Min LI ; Ling LI ; Yu-Hua LI ; Jun-Rong LIU ; Zhi-Qiang LIU ; Ya-Ping LUO ; Xue-Mei LV ; Yan-Xi PEI ; Xiao-Zhong PENG ; Qi-Qun TANG ; You WAN ; Yong WANG ; Ming-Xu WANG ; Xian WANG ; Guang-Kuan XIE ; Jun XIE ; Xiao-Hua YAN ; Mei YIN ; Zhong-Shan YU ; Chun-Yan ZHOU ; Rui-Fang ZHU
Chinese Journal of Biochemistry and Molecular Biology 2025;41(6):826-832
With the rapid development of generative artificial intelligence(GAI)technologies,their widespread application in academic research and writing is continuously expanding the boundaries of sci-entific inquiry.However,this trend has also raised a series of ethical and regulatory challenges,inclu-ding issues related to authorship,content authenticity,citation accuracy,and accountability.In light of the growing involvement of AI in generating academic content,establishing an open,controllable,and trustworthy ethical governance framework has become a key task for safeguarding research integrity and maintaining trust within the academic community.This expert consensus outlines ethical requirements across key stages of AI-assisted academic writing-including topic selection,data management,citation practices,and authorship attribution.It aims to clarify the boundaries and ethical obligations surrounding AI use in academic writing,ensuring that technological tools enhance efficiency without compromising in-tegrity.The goal is to provide guidance and institutional support for building a responsible and sustainable research ecosystem.
4.Clinical efficacy of vericiguat in combination with"Quadruple Therapy"for patients with heart failure and reduced ejection fraction in real-world settings
Lin CHEN ; Baochuan WU ; Shaojun WU ; Yi WANG ; Yibei FU ; Xiaoli LIU ; Rong GU
The Journal of Practical Medicine 2025;41(9):1379-1386
Objective To evaluate the clinical efficacy and safety of vericiguat combined with the new"Quadruple Therapy"for treating heart failure with reduced ejection fraction(HFrEF)and to explore its impact on left ventricular reverse remodeling(LVRR)in patients with different baseline characteristics.Methods A total of 87 patients with chronic heart failure treated with vericiguat at the Department of Cardiology,Nanjing Drum Tower Hospital from June 2022 to March 2024,were consecutively enrolled as the observation group.These patients were matched at 1:1 by age,sex,and left ventricular ejection fraction(LVEF)with 87 patients who received the standard quadruple therapy without vericiguat as the control group.Propensity score matching was used to further balance confounding factors,resulting in 64 patients in each group for final analysis.Changes in echocardiographic parameters,liver and kidney function,electrolyte levels,and blood pressure were analyzed at baseline and during the 6-month follow-up to assess the efficacy and safety of vericiguat.The primary efficacy endpoint was the occurrence of LVRR.Subgroup analyses were conducted based on baseline characteristics such as age and sex.Interaction analysis was utilized to evaluate the heterogeneity of vericiguat's efficacy.Results After 6 months of treatment,the vericiguat group showed significant improvements in cardiac structure and function compared to the control group.The left ventricular end-diastolic diameter was significantly reduced[-0.43(-1.00,-0.10)mm vs.-0.22(-0.53,0.02)mm,P=0.002],and the LVEF was significantly increased[8.45%(1.40%,16.50%)vs.2.75%(0,11.00%),P=0.002].The percentage of patients in the vericiguat group who achieved LVRR was significantly larger than in the control group(46.4%vs.27.4%,P=0.011).Multivariate logistic regression revealed that the combination of vericiguat was an independent predictor of LVRR(Model 2:OR=2.54,95%CI:1.29~5.01,P=0.007).The reverse remodeling effect remained consistent across different subgroups and was not significantly influenced by specific baseline characteristics(Pinteraction>0.05).Vericiguat did not affect blood pressure,liver and kidney function,or electrolyte levels,achieving satisfactory safety,despite its significantly higher incidence of gastrointestinal reactions(16.1%vs.5.7%,P<0.001).Conclusion The addition of vericiguat to the quadruple therapy significantly improves cardiac function and promotes left ventricular reverse remodeling in HFrEF patients while maintaining a favorable safety profile.
5.Clinical application of the six-step suspension method in endoscopic lateral neck dissection via the chest-breast approach for the treatment of papillary thyroid carcinoma
Nan XU ; Ziyu LI ; Lina FU ; Xunpeng LUO ; Shikuo RONG ; Junqing LIN ; Yuanyang WANG ; Xinjie LIU ; Bo XU
Chinese Journal of Surgery 2025;63(6):535-540
Objective:To evaluate the feasibility of a six-step suspension technique for endoscopic lateral neck dissection (LND) through the chest-breast approach in patients with papillary thyroid carcinoma (PTC).Methods:This is a retrospective case series study.Clinical data of 81 PTC patients who underwent endoscopic LND via the chest-breast approach using the six-step suspension method at the Department of Thyroid Surgery, Shenzhen People′s Hospital were collected from January 2022 to October 2024. The cohort consisted of 15 male and 66 female patients, with age of (35.2±10.2)years (range:8.5 to 65.0 years). Key variables, including LND duration, total operative time, postoperative hospital stay, details of lymph node metastasis, postoperative complications, and follow-up data were recorded and analyzed.Results:The duration of LND was (131.8±42.2)minutes (range: 65 to 275 minutes), and the total operative time was (195.5±49.6)minutes (range: 110 to 390 minutes). The postoperative hospital stay was (4.8±1.5)days(range:3 to 15 days). The number of dissected lateral cervical lymph nodes was 32.7±10.1 (range: 11 to 54). The maximum tumor diameter was (16.1±10.1)mm(range:2 to 30 mm), while the maximum size of metastatic lymph nodes was (16.7±6.2)mm(range:7 to 30 mm). The positivity rate was 24.7% (841/3 410) in the lateral cervical+central lymph node and 16.1% (427/2 646) in the lateral cervical lymph node. Postoperative lymphatic leakage occurred in 2 patients, both of whom were successfully treated conservatively. No other significant complications were reported. During the postoperative follow-up period, which lasted for (18.3±7.4) months (range: 1.1 to 34.4 months), the mean postoperative serum thyroglobulin (Tg) level ( M(IQR)) was 0.05 (0.50) μg/L (range: 0.01 to 7.90 μg/L), with 86.4% of patients showing a Tg ≤1.00 μg/L. Through imaging evaluations, no evidence of residual disease or recurrence was detected. Conclusion:Endoscopic LND via the chest-breast approach, utilizing the six-step suspension method, maybe a feasible and effective technique with promising clinical outcomes.
6.Role of Total Vitamin D,Total Procollagen Type I Amino-Terminal Propeptide and β-CrossLaps in Multiple Myeloma
Mei-E WANG ; Ting SU ; Xi-Zhe GUO ; Rong-Fu HUANG ; Yu-Yu ZHENG ; Gen-Wang CHEN ; Chun-Mei FAN
Journal of Experimental Hematology 2025;33(1):163-167
Objective:To analyze the significance of total vitamin D(tVD),total procollagen type Ⅰ amino-terminal propeptide(tPINP)and β-CrossLaps(β-CTx)in the staging and prognosis of patients with multiple myeloma(MM).Methods:A total of 54 patients with newly diagnosed MM admitted to the Second Affiliated Hospital of Fujian Medical University from 2020 to 2022 were selected as the observation group(MM group),and 50 healthy persons who underwent physical examinations in our hospital were selected as the control group.The expression levels of tVD,tPINP and β-CTx in the two groups were detected by chemiluminescence method.The differences in the expression levels of tVD,tPINP and β-CTx among MM patients at different ISS stages were analyzed.The expression levels of tVD,tPINP and β-CTx in MM patients with different levels of hemoglobin(Hb),serum calcium(Ca),creatinine(Crea),albumin(ALB),β2-microglobulin(β2-MG)and lactate dehydrogenase(LDH)were compared.The correlations between the expression levels of tVD,tPINP,β-CTx and the aforementioned clinical parameters were analyzed,respectively.The relationship between the expression levels of tVD,tPINP,β-CTx and the progression-free survival(PFS)of MM patients was analyzed.Results:The expression level of tVD in the MM group was significantly lower than that in the control group(21.73±14.45 ng/ml vs 30.78±9.94 ng/ml,P=0.022).The expression level of β-CTx in the MM group was significantly higher than that in the control group(1.43±0.99 ng/ml vs 0.53±0.29 ng/ml,P=0.013).The tVD level in MM patients with ISS stage Ⅰ-Ⅱ was significantly higher than that of MM patients with ISS stage Ⅲ(29.50±14.59 ng/ml vs 12.62±7.73 ng/ml,P=0.028),indicating that the higher the ISS stage,the lower the tVD level.The tPINP andβ-CTx levels in MM patients with high Ca levels(>2.65 mmol/L)were significantly higher than those in patients with low Ca levels(≤ 2.65 mmol/L)(P=0.016,P=0.021).The tVD level of MM patients was positively correlated with the ALB level(r=0.570),tPINP was positively correlated with Ca and β2-MG levels(r=0.791,r=0.673),and β-CTx was positively correlated with tPINP level(r=0.616).The PFS of the low tVD expression group was significantly lower than that of the high tVD expression group(P=0.041).Conclusion:The expression level of tVD is decreased in MM patients,which can be used as an indicator to evaluate the disease stage and prognosis of the patients.The β-CTx expression level is increased in MM patients.tPINP and β-CTx may be correlated with clinical symptoms such as osteolytic lesions and renal function changes in MM patients.
7.Establishment and Application of an in Vitro Cellular Model of Adipogenic Differentiation of Bone Marrow Mesenchymal Stem Cells with Serum Injury in aGVHD Mouse
Run-Xiang XU ; Pei-Lin LI ; Jia-Yi TIAN ; Jie TANG ; Bo-Feng YIN ; Fu-Hao YU ; Fei-Yan WANG ; Xiao-Tong LI ; Xiao-Yu ZHANG ; Wen-Rong XIA ; Heng ZHU ; Li DING
Journal of Experimental Hematology 2025;33(1):255-261
Objective:To establish an in vitro cell model simulating acute graft-versus-host disease(aGVHD)bone marrow microenvironment injury with the advantage of mouse serum of aGVHD model and explore the effect of serum of aGVHD mouse on the adipogenic differentiation ability of mesenchymal stem cells(MSCs).Methods:The 6-8-week-old C57BL/6N female mice and BALB/c female mice were used as the donor and recipient mice of the aGVHD model,respectively.Bone marrow transplantation(BMT)mouse model(n=20)was established by being injected with bone marrow cells(1 × 10'per mouse)from donor mice within 4-6 hours after receiving a lethal dose(8.0 Gy,72.76 cGy/min)of y ray general irradiation.A mouse model of aGVHD(n=20)was established by infusing a total of 0.4 ml of a mixture of donor mouse-derived bone marrow cells(1 × 107 per mouse)and spleen lymphocytes(2 × 106 per mouse).The blood was removed from the eyeballs and the mouse serum was aspirated on the 7th day after modeling.Bone marrow-derived MSCs were isolated from 1-week-old C57BL/6N male mice and incubated with 2%,5%and 10%BMT mouse serum and aGVHD mouse serum in the medium,respectively.The effect of serum in the two groups on the in vitro adipogenic differentiation ability of mouse MSCs was detected by Oil Red O staining.The expression levels of related proteins PPARy and CEBPα were detected by Western blot.The expression differences of key adipogenic transcription factors including PPARy,CEBPα,FABP4 and LPL were determined by real-time quantitative PCR(RT-qPCR).Results:An in vitro cell model simulating the damage of bone marrow microenvironment in mice with aGVHD was successfully established.Oil Red O staining showed that the number of orange-red fatty droplets was significantly reduced and the adipogenic differentiation ability of MSC was impaired at aGVHD serum concentration of 10%compared with BMT serum.Western blot experiments showed that adipogenesis-related proteins PPARy and CEBPα expressed in MSCs were down-regulated.Further RT-qPCR assay showed that the production of PPARy,CEBPα,FABP4 and LPL,the key transcription factors for adipogenic differentiation of MSC,were significantly reduced.Conclusion:The adipogenic differentiation capacity of MSCs is inhibited by aGVHD mouse serum.
8.Development, reliability, and validity of a treatment-related quality of life scale for Chinese patients with multiple myeloma
Chunyan SUN ; Zhen CAI ; Bing CHEN ; Lijuan CHEN ; Wenming CHEN ; Kaiyang DING ; Juan DU ; Rong FU ; Chengcheng FU ; Da GAO ; Guangxun GAO ; Yanjuan HE ; Jian HOU ; Ming JIANG ; Fei LI ; Jian LI ; Juan LI ; Zhenyu LI ; Aijun LIAO ; Jing LIU ; Jun LUO ; Jianmin LUO ; Yanping MA ; Jianqing MI ; Ting NIU ; Hongling PENG ; Yongping SONG ; Luqun WANG ; Rong ZHAN ; Xi ZHANG ; Yu HU
Chinese Journal of Hematology 2025;46(8):713-721
Objective:To develop a treatment-related quality of life scale for Chinese patients with multiple myeloma (MM) and to test its reliability and validity.Methods:The initial scale was constructed through a literature search, Delphi expert correspondence, and cognitive testing. This study conducted a preliminary survey of 379 patients with MM and a formal survey of 865 patients from the hematology departments of 155 hospitals nationwide from February 2024 to March 2024. The final scale was obtained after conducting item analysis and reliability and validity tests on the initial scale.Results:The constructed scale contains 36 items covering six domains: physiological, psychological, social, treatment side effects, general health, and others. In the preliminary survey, the Cronbach’s alpha coefficient of each item ranged from 0.597 to 0.939, and the test-retest reliability was 0.747 ( P<0.001). Exploratory factor analysis extracted eight common factors with a cumulative variance contribution of 60.058%. In the formal survey, the Cronbach’s alpha coefficient of each item ranged from 0.484 to 0.930, and the test-retest reliability was 0.835 ( P<0.001). Confirmatory factor analysis revealed a comparative fit index of 0.750, a root-mean-square error of approximation of 0.090, and a root-mean-square residual of 0.067. Conclusion:The treatment-related quality of life scale for Chinese patients with MM designed in this study exhibited good reliability and validity, reflecting the impact of treatment on the quality of life of patients. This scale can provide a reference to clinicians for assessing the disease status of patients.
9.Construction of mindfulness based cancer rehabilitation training program for patients with malignant hematologic diseases based on the Liverpool mindfulness model
Jie LIU ; Wei ZHANG ; Rongrong WANG ; Jianlan REN ; Rong FU
Chinese Journal of Practical Nursing 2025;41(27):2147-2154
Objective:To construct a mindfulness based cancer rehabilitation training program for patients with malignant hematologic diseases based on the Liverpool mindfulness model, providing practical guidance for improving their physical and mental symptoms.Methods:The system searched for relevant literature on the application of mindfulness intervention in patients with malignant hematological diseases retrieved from Cochrane Library, PubMed, CINAHL, PsycInfo, Chinese Biomedical Literature Database, and China National Knowledge Infrastructure. The search period was from January 1, 1982 to December 26, 2023. Using the Liverpool mindfulness model as the theoretical framework, based on the literature review, group meetings and semi-structured interviews, a preliminary draft of a mindfulness cancer rehabilitation training program for patients with malignant hematologic diseases was developed. After 2 rounds of Delphi expert consultation, the final version of the intervention plan was determined.Results:Among the 19 experts, there were 4 males and 15 females, aged 30-61 (47.11 ± 7.64) years old. The effective recovery rates of the two rounds of expert inquiry questionnaires were both 19/19, and the expert authority coefficients were both 0.88. The Kendall coordination coefficients for the two rounds of inquiry were 0.214 and 0.220, respectively ( χ2=77.37, 108.66, both P<0.01).A mindfulness based cancer rehabilitation training program for patients with malignant hematologic diseases was ultimately developed, including intervention subjects, intervention personnel, intervention sites and forms, intervention timing, intervention intensity, intervention process and training theme content. Conclusions:The mindfulness based cancer rehabilitation training program for patients with malignant hematologic diseases constructed based on the Liverpool mindfulness model is necessary, scientific, and clinically suitable, and can provide a basis for clinical psychological nursing practice for patients with malignant hematologic diseases.
10.Prognostic Significance of Inflammation Score and Nutrition-Immunity Score in Patients with Newly Diagnosed Multiple Myeloma
Ming-Zhen CHEN ; Xue-Ya ZHANG ; Mei-E WANG ; Rong-Fu HUANG ; Chun-Mei FAN
Journal of Experimental Hematology 2025;33(4):1069-1078
Objective:To construct the inflammation score(IS)and nutrition-immunity score(NIS)for patients with multiple myeloma(MM),and to verify their prognostic stratification effects and significance.Methods:The clinical data of 129 newly diagnosed MM patients admitted to our hospital from August 2011 to September 2022 were retrospectively analyzed.Univariate and multivariate Cox regression analysis of overall survival(OS)were comducted on clinical parameters,including inflammatory indicators such as red blood cell volume distribution width(RDW)and platelet count(PLT),nutritional-immune indicators such as albumin(ALB),absolute lymphocyte count(ALC),and suppressed immunoglobulin count(S-Ig count).To construct IS and NIS for prognosis,X-tile software and multivariate Cox regression analysis were used to verify the prognostic stratification role and significance of IS and NIS.The time-dependent receiver operating characteristic(ROC)curve,C-index curve,calibration curve,and decision curve analysis(DCA)were used to evaluate the discrimination,accuracy,and clinical net benefit of IS and NIS in predicting overall survival(OS),and compared to the international staging system(ISS).Results:IS was constructed based on the scores of RDW and PLT,and NIS was constructed based on the scores of ALB,ALC,and S-Ig count.According to X-tile analysis and multivariate Cox regression analysis,IS and NIS can divide the patients into three risk strata respectively:low,medium and high IS and NIS groups.The differences in OS and hazard ratio(HR)between the low,medium,and high strata were statistically significant(P<0.05).IS and NIS are both independent prognostic predictors for MM.The area under the ROC curve(AUC)and C index of IS and NIS for predicting 1-to 7-year OS were greater than those of ISS,and both were greater than 0.7.The prediction results of IS and NIS for 1-,3-,and 5-year OS rates were well consistent with the actual observed results.The DC A curves of IS and NIS for predicting 1-,3-,and 5-year OS were higher than that of ISS in a wide range of threshold probability intervals.Conclusion:IS and NIS have independent predictive significance for OS in MM patients.Their predictive discrimination,accuracy,and clinical net benefit are higher and better than ISS,and they may have potential application value in MM prognosis.

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