1.Total thoracoscopic valvuloplasty of Barlow disease: outcomes of ten-year follow-up
Zhaolong ZHANG ; Lishan ZHONG ; Yuxin LI ; Qiuji WANG ; Shanwen PANG ; Junqiang QIU ; Linbin HUA ; Yingjie KE ; Huanlei HUANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(6):352-358
Objective:To clarify the safety, repair rate, durability, and risk factors for recurrent mitral regurgitation(MR) in patients with Barlow disease(BD) who total thoracoscopic minimally invasive mitral valvuloplasty(TMVP).Methods:Clinical data, mid-term and long-term outcomes of BD patients who underwent TMVP at Guangdong Provincial People's Hospital from January 2009 to June 2022 were retrospectively analyzed. Patients were divided into a group with no MR recurrence(group A) and a group with MR recurrence(group B) according to whether recurrent MR appeared in the postoperative period, and the data of the two groups of patients were compared with each other for the risk factor analysis.Results:The repair rate of TMVP was 98.4%, and no patient died perioperatively. The median follow-up time was 3.1(1.7, 5.2) years, the follow-up rate was 95.8%, and there was no patient died. As of March 2023, 112 patients developed no recurrent MR(group A), 11 patients developed recurrent MR(group B), and 2 patients in group B underwent repeated mitral valve surgery. The left atrial diameter(LAD) and left ventricular end-systolic diameter(LVESD) were higher in group B than in group A patients[LAD: (50.9±7.7)mm vs.(43.7±8.7)mm, P=0.009; LVESD: (37.1±5.5)mm vs.(33.2±4.7)mm, P=0.011], and the percentage of tendon cord rupture was higher in group B than in group A( P=0.022), while the rest of the baseline data were not statistically significant. There was no statistically significant difference between two groups in terms of the use of different surgical techniques, aortic cross-clamp time, cardiopulmonary bypass time, and operative time. Postoperative LAD, postoperative LVESD, and postoperative left ventricular end-diastolic diameter of group B patients were higher than those of group A( P<0.05). There was no statistically significant difference in perioperative and long-term complication rates between the two groups. Multifactorial Cox regression analysis revealed that advanced age( HR=1.049, 95% CI: 0.997-1.103, P=0.066) and large preoperative LVESD( HR=1.168, 95% CI: 1.053-1.295, P=0.003) were the risk factors for postoperative recurrence MR. Conclusion:Total thoracoscopic minimally invasive BD repair is safe, which has a high success rate and good long-term results. Advanced age and large preoperative LVESD are risk factors for recurrent MR in the long term.
2.Mechanistic study on PLK4 regulation of invasion,proliferation and apoptosis in oral squamous cell carcinoma
Huan QIN ; Jie WANG ; Jie YANG ; Yingjie HUA ; Huijuan QU ; Honghai JI
China Oncology 2025;35(4):365-375
Background and purpose:Polo-like kinase 4(PLK4)is a cell cycle regulatory protein,which is closely related to the occurrence and development of a variety of malignant tumors.The aim of this study was to investigate the role of PLK4 in the proliferation,invasion and apoptosis of oral squamous cell carcinoma(OSCC).Methods:Gene Expression Profiling Interactive Analysis 2(GEPIA2)and the University of Alabama at Birmingham Cancer Data Analysis Portal(UALCAN)were used to analyze the expression of PLK4 in head and neck squamous cell carcinoma and surrounding normal tissues.Real-time fluorescence quantitative polymerase chain reaction(RTFQ-PCR)and Western blot were employed to evaluate the mRNA and protein expression of PLK4 in OSCC cells.We further analyzed PLK4,phosphoinositide 3-kinase(PI3K),phosphorylated phosphoinositide 3-kinase(p-PI3K),protein kinase B(AKT),phosphorylated protein kinase B(p-AKT),survivin,and cyclin D1 protein expression.The effects of PLK4 on cell proliferation,apoptosis and invasion were analyzed by cell counting kit-8(CCK-8)assay,flow cytometry and transwell assay.In addition,12 4-week-old SPF BALB/c female nude mice were divided into sh-NC group(n=6)and sh-PLK4 group(n=6)by random number table method.The sh-NC/sh-PLK4 cells were injected into the right anterior armpit of nude mice for subcutaneous tumor formation.The body weight,tumor volume and tumor weight of the two groups of nude mice were observed,and the stripped tumor tissues were analyzed by H-E staining.The animal experiments were approved by the Animal Experiment Center of Shandong Second Medical University(No:2024SDL840).Results:The results of GEPIA2 and UALCAN online databases showed that PLK4 was highly expressed in OSCC compared with normal tissues.In addition,PLK4 was highly expressed in OSCC cell lines(HN6,Cal-27,SCC-4,SCC-9,SCC-25)compared with oral mucosal epithelial cells(P<0.05).Western blot results showed that the expression levels of PI3K/AKT signaling pathway proteins p-PI3K,p-AKT,cyclin D1 and survivin were decreased after PLK4 knockdown and increased after PLK4 overexpression in OSCC cells(P<0.05).The cell proliferation activity and the number of transmembrane cells were positively correlated with the decrease and increase of PLK4 expression(P<0.05),while the cell apoptotic rate was negatively correlated(P<0.05),indicating that cell proliferation and apoptosis were both affected.In addition,compared with the sh-NC group,the tumor volume and weight of the nude mice in the sh-PLK4 group were decreased(P<0.05),while there was no significant difference in the body weight of the nude mice between the two groups(P>0.05).Moreover,the nuclear atypia of tumor tissues in sh-PLK4 group was lower than that in sh-NC group(P<0.05).Conclusion:PLK4 can regulate the invasion,proliferation and apoptosis of OSCC cells,potentially through the activation of PI3K/AKT signaling pathway.
3.Mechanistic study on PLK4 regulation of invasion,proliferation and apoptosis in oral squamous cell carcinoma
Huan QIN ; Jie WANG ; Jie YANG ; Yingjie HUA ; Huijuan QU ; Honghai JI
China Oncology 2025;35(4):365-375
Background and purpose:Polo-like kinase 4(PLK4)is a cell cycle regulatory protein,which is closely related to the occurrence and development of a variety of malignant tumors.The aim of this study was to investigate the role of PLK4 in the proliferation,invasion and apoptosis of oral squamous cell carcinoma(OSCC).Methods:Gene Expression Profiling Interactive Analysis 2(GEPIA2)and the University of Alabama at Birmingham Cancer Data Analysis Portal(UALCAN)were used to analyze the expression of PLK4 in head and neck squamous cell carcinoma and surrounding normal tissues.Real-time fluorescence quantitative polymerase chain reaction(RTFQ-PCR)and Western blot were employed to evaluate the mRNA and protein expression of PLK4 in OSCC cells.We further analyzed PLK4,phosphoinositide 3-kinase(PI3K),phosphorylated phosphoinositide 3-kinase(p-PI3K),protein kinase B(AKT),phosphorylated protein kinase B(p-AKT),survivin,and cyclin D1 protein expression.The effects of PLK4 on cell proliferation,apoptosis and invasion were analyzed by cell counting kit-8(CCK-8)assay,flow cytometry and transwell assay.In addition,12 4-week-old SPF BALB/c female nude mice were divided into sh-NC group(n=6)and sh-PLK4 group(n=6)by random number table method.The sh-NC/sh-PLK4 cells were injected into the right anterior armpit of nude mice for subcutaneous tumor formation.The body weight,tumor volume and tumor weight of the two groups of nude mice were observed,and the stripped tumor tissues were analyzed by H-E staining.The animal experiments were approved by the Animal Experiment Center of Shandong Second Medical University(No:2024SDL840).Results:The results of GEPIA2 and UALCAN online databases showed that PLK4 was highly expressed in OSCC compared with normal tissues.In addition,PLK4 was highly expressed in OSCC cell lines(HN6,Cal-27,SCC-4,SCC-9,SCC-25)compared with oral mucosal epithelial cells(P<0.05).Western blot results showed that the expression levels of PI3K/AKT signaling pathway proteins p-PI3K,p-AKT,cyclin D1 and survivin were decreased after PLK4 knockdown and increased after PLK4 overexpression in OSCC cells(P<0.05).The cell proliferation activity and the number of transmembrane cells were positively correlated with the decrease and increase of PLK4 expression(P<0.05),while the cell apoptotic rate was negatively correlated(P<0.05),indicating that cell proliferation and apoptosis were both affected.In addition,compared with the sh-NC group,the tumor volume and weight of the nude mice in the sh-PLK4 group were decreased(P<0.05),while there was no significant difference in the body weight of the nude mice between the two groups(P>0.05).Moreover,the nuclear atypia of tumor tissues in sh-PLK4 group was lower than that in sh-NC group(P<0.05).Conclusion:PLK4 can regulate the invasion,proliferation and apoptosis of OSCC cells,potentially through the activation of PI3K/AKT signaling pathway.
4.Total thoracoscopic valvuloplasty of Barlow disease: outcomes of ten-year follow-up
Zhaolong ZHANG ; Lishan ZHONG ; Yuxin LI ; Qiuji WANG ; Shanwen PANG ; Junqiang QIU ; Linbin HUA ; Yingjie KE ; Huanlei HUANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(6):352-358
Objective:To clarify the safety, repair rate, durability, and risk factors for recurrent mitral regurgitation(MR) in patients with Barlow disease(BD) who total thoracoscopic minimally invasive mitral valvuloplasty(TMVP).Methods:Clinical data, mid-term and long-term outcomes of BD patients who underwent TMVP at Guangdong Provincial People's Hospital from January 2009 to June 2022 were retrospectively analyzed. Patients were divided into a group with no MR recurrence(group A) and a group with MR recurrence(group B) according to whether recurrent MR appeared in the postoperative period, and the data of the two groups of patients were compared with each other for the risk factor analysis.Results:The repair rate of TMVP was 98.4%, and no patient died perioperatively. The median follow-up time was 3.1(1.7, 5.2) years, the follow-up rate was 95.8%, and there was no patient died. As of March 2023, 112 patients developed no recurrent MR(group A), 11 patients developed recurrent MR(group B), and 2 patients in group B underwent repeated mitral valve surgery. The left atrial diameter(LAD) and left ventricular end-systolic diameter(LVESD) were higher in group B than in group A patients[LAD: (50.9±7.7)mm vs.(43.7±8.7)mm, P=0.009; LVESD: (37.1±5.5)mm vs.(33.2±4.7)mm, P=0.011], and the percentage of tendon cord rupture was higher in group B than in group A( P=0.022), while the rest of the baseline data were not statistically significant. There was no statistically significant difference between two groups in terms of the use of different surgical techniques, aortic cross-clamp time, cardiopulmonary bypass time, and operative time. Postoperative LAD, postoperative LVESD, and postoperative left ventricular end-diastolic diameter of group B patients were higher than those of group A( P<0.05). There was no statistically significant difference in perioperative and long-term complication rates between the two groups. Multifactorial Cox regression analysis revealed that advanced age( HR=1.049, 95% CI: 0.997-1.103, P=0.066) and large preoperative LVESD( HR=1.168, 95% CI: 1.053-1.295, P=0.003) were the risk factors for postoperative recurrence MR. Conclusion:Total thoracoscopic minimally invasive BD repair is safe, which has a high success rate and good long-term results. Advanced age and large preoperative LVESD are risk factors for recurrent MR in the long term.
5.Effect of RhoC silencing on migration and invasion of oral squamous cell carcinoma
Jie YANG ; Huan LI ; Xin WANG ; Zhenggang CHEN ; Ying WANG ; Quan LI ; Yingjie HUA ; Jing WANG ; Zengpeng CHI
Chinese Journal of Pathophysiology 2024;40(1):47-57
AIM:To explore the expression of RhoC in oral squamous cell carcinoma(OSCC)and its effects on the malignant biological behavior of OSCC cells.METHODS:The UALCAN and K-M plotter databases,alongside tis-sue sample analyses,facilitated understanding RhoC expression in cancer and its links to clinicopathological traits.Two small interfering RNAs(RhoC-siRNA)were constructed according to the RhoC gene sequence.The mRNA and protein ex-pression levels of RhoC in OSCC cells were determined.The protein levels of FAK,p-FAK,MAPK,p-MAPK,matrix me-talloproteinase-2(MMP-2)and MMP-9 were also examined by Western blot.Furthermore,the invasion and migration of OSCC cells were analyzed by Transwell assay and scratch test.Finally,the pulmonary metastasis model of nude mice was established.RESULTS:The results of the databases showed that RhoC was highly expressed in OSCC tissues,which was closely related to pathological stage,pathological grade and lymph node metastasis,but not significantly related to the sur-vival rate of patients.Furthermore,compared with paracancer tissues,the mRNA and protein expression levels of RhoC were increased in OSCC tissues(P<0.01).Silencing of RhoC prominently reduced the migration and invasion of OSCC cells as well as the protein levels of p-FAK,p-MAPK,MMP2 and MMP9(P<0.05).The protein levels of MAPK and FAK were unchanged(P>0.05).The fluorescence intensity of the experimental group was significantly lower than that of the control group,and the results of HE staining showed that the number of lung nodules in the experimental group was sig-nificantly reduced(P<0.05).CONCLUSION:RhoC can effectively influence the migration and invasion of OSCC cells,and its potential mechanism may be related to FAK/MAPK/MMPs signaling pathway.
6.Clinical guidelines for the treatment of ankylosing spondylitis combined with lower cervical fracture in adults (version 2024)
Qingde WANG ; Yuan HE ; Bohua CHEN ; Tongwei CHU ; Jinpeng DU ; Jian DONG ; Haoyu FENG ; Shunwu FAN ; Shiqing FENG ; Yanzheng GAO ; Zhong GUAN ; Hua GUO ; Yong HAI ; Lijun HE ; Dianming JIANG ; Jianyuan JIANG ; Bin LIN ; Bin LIU ; Baoge LIU ; Chunde LI ; Fang LI ; Feng LI ; Guohua LYU ; Li LI ; Qi LIAO ; Weishi LI ; Xiaoguang LIU ; Hongjian LIU ; Yong LIU ; Zhongjun LIU ; Shibao LU ; Yong QIU ; Limin RONG ; Yong SHEN ; Huiyong SHEN ; Jun SHU ; Yueming SONG ; Tiansheng SUN ; Yan WANG ; Zhe WANG ; Zheng WANG ; Hong XIA ; Guoyong YIN ; Jinglong YAN ; Wen YUAN ; Zhaoming YE ; Jie ZHAO ; Jianguo ZHANG ; Yue ZHU ; Yingjie ZHOU ; Zhongmin ZHANG ; Wei MEI ; Dingjun HAO ; Baorong HE
Chinese Journal of Trauma 2024;40(2):97-106
Ankylosing spondylitis (AS) combined with lower cervical fracture is often categorized into unstable fracture, with a high incidence of neurological injury and a high rate of disability and morbidity. As factors such as shoulder occlusion may affect the accuracy of X-ray imaging diagnosis, it is often easily misdiagnosed at the primary diagnosis. Non-operative treatment has complications such as bone nonunion and the possibility of secondary neurological damage, while the timing, access and choice of surgical treatment are still controversial. Currently, there are no clinical practice guidelines for the treatment of AS combined with lower cervical fracture with or without dislocation. To this end, the Spinal Trauma Group of Orthopedics Branch of Chinese Medical Doctor Association organized experts to formulate Clinical guidelines for the treatment of ankylosing spondylitis combined with lower cervical fracture in adults ( version 2024) in accordance with the principles of evidence-based medicine, scientificity and practicality, in which 11 recommendations were put forward in terms of the diagnosis, imaging evaluation, typing and treatment, etc, to provide guidance for the diagnosis and treatment of AS combined with lower cervical fracture.
7.The relationship between the comprehensive blood inflammation indexes and stage I pneumoconiosis and its combined lung infections
Yingjie DIAO ; Jingna HUA ; Long XU ; Qi WU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(5):350-355
Objective:To analyze the comprehensive blood inflammation index of the patients with stage I pneumoconiosis complicated with pulmonary infection, and to explore its value in predicting the patients' disease.Methods:In September 2023, 83 patients with stage I pneumoconiosis who were treated in Tianjin Occupational Diseases Precaution and Therapeutic Hospital from November 2021 to August 2023 were selected and divided into non-infected group (56 cases) and infected group (27 cases) according to whether they were combined with lung infection. Workers with a history of dust exposure but diagnosed without pneumoconiosis during the same period were selected as the control group (65 cases) . By referring to medical records and collecting clinical data such as gender, age, occupational history, past medical history, hematology testing, the differences in the comprehensive blood inflammation indexes among the three groups were compared, ROC curve was drawn, and the relationship between comprehensive blood inflammation indexes and stage I pneumoconiosis and its combined lung infection was analyzed.Results:There were significtant differences in the number of neutrophils (N) , the number of lymphocytes (L) , the number of monocytes (M) , C-reactive protein (CRP) , the neutrophil to lymphocyte ratio (NLR) , the monocyte to lymphocyte ratio (MLR) , the platelet to lymphocyte ratio (PLR) , the systemic immune-inflammatory index (SII) , the systemic inflammation response index (SIRI) , the aggregate index of systemic inflammation (AISI) , the derived neutrophil to lymphocyte ratio (dNLR) , the neutrophil to lymphocyte and platelet ratio (NLPR) , and the C-reactive protein to lymphocyte ratio (CLR) ( P<0.05) . Compared with the control group, MLR, SIRI and AISI in the non-infected group were significantly increased ( P<0.05) . NLR, MLR, PLR, SII, SIRI, AISI, dNLR, NLPR, CLR were significantly increased ( P<0.05) . Compared with the non-infected group, NLR, PLR, SII, SIRI, AISI, dNLR, NLPR and CLR were significantly increased in the infected group ( P<0.05) . ROC analysis showed that NLR, MLR, PLR, SII, SIRI and AISI had a certain predictive capability for stage I pneumoconiosis ( P<0.05) , among which MLR had the highest efficacy, with an AUC of 0.791 (95% CI: 0.710-0.873) , the cut-off value was 0.18, the sensitivity was 71.4%, and the specificity was 78.5%. NLR, MLR, PLR, SII, SIRI, AISI, dNLR, NLPR and CLR all had a certain predictive capability forstage I pneumoconiosis combined lung infection ( P<0.05) , among which CLR had the highest efficacy, with an AUC of 0.904 (95% CI: 0.824~0.985) , the cut-off value was 5.33, sensitivity was 77.8%, specificity was 98.2%. Conclusion:The comprehensive blood inflammation index may be an auxiliary predictor of stage I pneumoconiosis and its combined lung infections.
8.The relationship between the comprehensive blood inflammation indexes and stage I pneumoconiosis and its combined lung infections
Yingjie DIAO ; Jingna HUA ; Long XU ; Qi WU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(5):350-355
Objective:To analyze the comprehensive blood inflammation index of the patients with stage I pneumoconiosis complicated with pulmonary infection, and to explore its value in predicting the patients' disease.Methods:In September 2023, 83 patients with stage I pneumoconiosis who were treated in Tianjin Occupational Diseases Precaution and Therapeutic Hospital from November 2021 to August 2023 were selected and divided into non-infected group (56 cases) and infected group (27 cases) according to whether they were combined with lung infection. Workers with a history of dust exposure but diagnosed without pneumoconiosis during the same period were selected as the control group (65 cases) . By referring to medical records and collecting clinical data such as gender, age, occupational history, past medical history, hematology testing, the differences in the comprehensive blood inflammation indexes among the three groups were compared, ROC curve was drawn, and the relationship between comprehensive blood inflammation indexes and stage I pneumoconiosis and its combined lung infection was analyzed.Results:There were significtant differences in the number of neutrophils (N) , the number of lymphocytes (L) , the number of monocytes (M) , C-reactive protein (CRP) , the neutrophil to lymphocyte ratio (NLR) , the monocyte to lymphocyte ratio (MLR) , the platelet to lymphocyte ratio (PLR) , the systemic immune-inflammatory index (SII) , the systemic inflammation response index (SIRI) , the aggregate index of systemic inflammation (AISI) , the derived neutrophil to lymphocyte ratio (dNLR) , the neutrophil to lymphocyte and platelet ratio (NLPR) , and the C-reactive protein to lymphocyte ratio (CLR) ( P<0.05) . Compared with the control group, MLR, SIRI and AISI in the non-infected group were significantly increased ( P<0.05) . NLR, MLR, PLR, SII, SIRI, AISI, dNLR, NLPR, CLR were significantly increased ( P<0.05) . Compared with the non-infected group, NLR, PLR, SII, SIRI, AISI, dNLR, NLPR and CLR were significantly increased in the infected group ( P<0.05) . ROC analysis showed that NLR, MLR, PLR, SII, SIRI and AISI had a certain predictive capability for stage I pneumoconiosis ( P<0.05) , among which MLR had the highest efficacy, with an AUC of 0.791 (95% CI: 0.710-0.873) , the cut-off value was 0.18, the sensitivity was 71.4%, and the specificity was 78.5%. NLR, MLR, PLR, SII, SIRI, AISI, dNLR, NLPR and CLR all had a certain predictive capability forstage I pneumoconiosis combined lung infection ( P<0.05) , among which CLR had the highest efficacy, with an AUC of 0.904 (95% CI: 0.824~0.985) , the cut-off value was 5.33, sensitivity was 77.8%, specificity was 98.2%. Conclusion:The comprehensive blood inflammation index may be an auxiliary predictor of stage I pneumoconiosis and its combined lung infections.
9.Genomic, transcriptomic, and epigenomic analysis of a medicinal snake, Bungarus multicinctus, to provides insights into the origin of Elapidae neurotoxins.
Jiang XU ; Shuai GUO ; Xianmei YIN ; Mingqian LI ; He SU ; Xuejiao LIAO ; Qiushi LI ; Liang LE ; Shiyu CHEN ; Baosheng LIAO ; Haoyu HU ; Juan LEI ; Yingjie ZHU ; Xiaohui QIU ; Lu LUO ; Jun CHEN ; Ruiyang CHENG ; Zhenzhan CHANG ; Han ZHANG ; Nicholas Chieh WU ; Yiming GUO ; Dianyun HOU ; Jin PEI ; Jihai GAO ; Yan HUA ; Zhihai HUANG ; Shilin CHEN
Acta Pharmaceutica Sinica B 2023;13(5):2234-2249
The many-banded krait, Bungarus multicinctus, has been recorded as the animal resource of JinQianBaiHuaShe in the Chinese Pharmacopoeia. Characterization of its venoms classified chief phyla of modern animal neurotoxins. However, the evolutionary origin and diversification of its neurotoxins as well as biosynthesis of its active compounds remain largely unknown due to the lack of its high-quality genome. Here, we present the 1.58 Gbp genome of B. multicinctus assembled into 18 chromosomes with contig/scaffold N50 of 7.53 Mbp/149.8 Mbp. Major bungarotoxin-coding genes were clustered within genome by family and found to be associated with ancient local duplications. The truncation of glycosylphosphatidylinositol anchor in the 3'-terminal of a LY6E paralog released modern three-finger toxins (3FTxs) from membrane tethering before the Colubroidea divergence. Subsequent expansion and mutations diversified and recruited these 3FTxs. After the cobra/krait divergence, the modern unit-B of β-bungarotoxin emerged with an extra cysteine residue. A subsequent point substitution in unit-A enabled the β-bungarotoxin covalent linkage. The B. multicinctus gene expression, chromatin topological organization, and histone modification characteristics were featured by transcriptome, proteome, chromatin conformation capture sequencing, and ChIP-seq. The results highlighted that venom production was under a sophisticated regulation. Our findings provide new insights into snake neurotoxin research, meanwhile will facilitate antivenom development, toxin-driven drug discovery and the quality control of JinQianBaiHuaShe.
10.A multicenter study of R-ISS staging combined with frailty biomarkers to predict the prognosis and early death in newly diagnosed elderly multiple myeloma patients
Yingjie ZHANG ; Hua XUE ; Mengyao LI ; Jianmei XU ; Xinyue LIANG ; Weiling XU ; Xiaoqi QIN ; Qiang GUO ; Shanshan YU ; Peiyu YANG ; Mengru TIAN ; Tingting YUE ; Mengxue ZHANG ; Yurong YAN ; Zhongli HU ; Nan ZHANG ; Jingxuan WANG ; Fengyan JIN
Chinese Journal of Geriatrics 2023;42(10):1207-1212
Objective:To improve the prognosis stratification, especially early mortality(EM), of elderly patients with newly diagnosed multiple myeloma(NDMM).Methods:In this retrospective study, univariate and multivariate Cox regression analysis were conducted to identify the independent prognostic factors associated with overall survival(OS)and the chi-square test and multivariate Logistic analysis were used to identify the prognostic factors associated with EM in 223 elderly patients(age≥65 years)with NDMM from three centers in the country.Results:Increased NT-pro-BNP(≥300 pg/ml), ECOG-PS≥2 and stage Ⅲ R-ISS were identified as three independent adverse prognostic factors of OS.The rates of EM3, EM6, EM12 and EM24 were 12.1%, 20.1%, 32.2% and 60%, respectively.The most common cause for EM6(particularly EM3)was disease-related complications resulting from ineligibility for treatment due to poor physical performance, severe organ dysfunction or treatment discontinuation due to treatment intolerance, while the most common cause for EM12(particularly EM24)was disease progression or relapse mainly as a result of inadequate treatment.R-ISS staging failed to predict EM, while decreased eGFR, ECOG-PS≥2, and increased NT-pro-BNP were able to estimate the risk of EM, with increased NT-pro-BNP as a common independent factor for EM12( P=0.03)and EM24( P=0.015). Conclusions:R-ISS staging, which primarily reflects MM biology, cannot predict EM.However, factors such as NT-pro-BNP, eGFR and ECOG-PS associated with frailty and impairment of organ functions can be used to estimate the risk of EM, among which NT-pro-BNP may be the most important independent factor for EM.Therefore, incorporation of these frailty-related biomarkers into R-ISS staging may be able to more precisely estimate the prognosis and particularly early death of elderly patients with NDMM.

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