1.Hemolysis rates of three red blood cell components at the end of storage: a 5-year retrospective study
Zhenping LU ; Fufa LIU ; Meiyan KANG ; Xianbin WU ; Yanting WANG ; Xing LONG ; Xinlu QIU ; Jin LI
Chinese Journal of Blood Transfusion 2025;38(6):828-832
Objective: To evaluate the suitability of the existing hemolysis rate standards for locally processed red blood cell components by retrospectively analyzing 5-year hemolysis rate data at the end of storage. Methods: A total of 720 blood samples of three types of red blood cell components from our blood station from January 2019 to December 2023 were collected. Parameters included hemoglobin concentration (Hb), hematocrit (Hct), and free hemoglobin concentration (fHb). Hemolysis rate were taken as the control standard of 0.8% in accordance with the national standard. The hemolysis rates were compared against the national standard threshold of 0.8% (GB18469-2012), and annual trends of the detection parameters were observed. Results: The hemolysis rates (x-+s,%) of leukocyte-depleted whole blood at the end of storage were (0.038±0.023 8) in 2019, (0.049±0.039 5) in 2020, (0.043±0.040 7) in 2021, (0.049±0.030 7) in 2022, and (0.058±0.054 8) in 2023, respectively; The hemolysis rates (x-+s" />,%) of leukocyte-depleted suspended red blood cells at the end of storage were (0.093±0.050 2) in 2019, (0.086±0.049 5) in 2020, (0.123±0.072 3) in 2021, (0.122±0.052 1) in 2022, and (0.106±0.058 6) in 2023, respectively; The hemolysis rates (x-+s,%) of washed red blood cells at the end of storage were (0.127±0.038 2) in 2019, (0.150±0.066 5) in 2020, (0.121±0.052 2) in 2021, (0.124±0.038 9) in 2022, and (0.128±0.044 3) in 2023, respectively. Conclusion: Hemolysis rates at the end of blood storage of three red blood cell components were significantly lower than the limits specified in Quality Requirements for Whole Blood and Components (GB18469-2012), as well as standards from the EU, AABB and the United States. The results demonstrate excellent product quality control. A regional internal control standard of <0.2% is proposed for hemolysis rates at the end of storage.
2.Xiao Chaihutang Intervention in Digestive System Tumors: A Review
Ying WANG ; Tonghui JIN ; Yanting SUN ; Tiejun LIU ; Weipeng YANG ; Han WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):257-268
Xiao Chaihutang, originating from the Treatise on Typhoid and Miscellaneous Diseases, is a classic formula for harmonizing the Shaoyang. It excels in regulating the pivotal mechanism and unblocking the triple energizer, corresponding to the pathogenesis of digestive system tumors characterized by the interlocking of deficiency, stasis, phlegm, and toxicity, as well as disharmony between Yin and Yang. This paper systematically reviews research findings from China and abroad over the past decade, exploring the anti-tumor effects of Xiao Chaihutang on digestive system tumors from three dimensions: theoretical rationale, clinical efficacy, and molecular mechanisms. At the level of principle and method, Xiao Chaihutang takes "harmonization" as its core therapeutic guideline. By reconciling the exterior and interior to restore the Shaoyang pivot, harmonizing Yin and Yang to improve the tumor microenvironment, and regulating the liver and spleen to consolidate and protect the foundation of postnatal essence, it promotes the restoration of the body's dynamic balance of Yin and Yang. Clinical studies have demonstrated that Xiao Chaihutang, used alone or in combination with modern medical therapies, shows definite efficacy against digestive system tumors such as hepatocellular carcinoma, pancreatic carcinoma, and gastrointestinal carcinoma. It can significantly improve patients' quality of life, inhibit tumor progression, effectively relieve concomitant symptoms such a s cancer-related fever, anxiety, depression, and insomnia, and alleviate postoperative embolic syndromes as well as adverse reactions to radiotherapy and chemotherapy. Experimental studies have revealed that Xiao Chaihutang can inhibit tumor cell proliferation, induce apoptosis, arrest the cell cycle, suppress tumor cell invasion and metastasis, and improve the tumor microenvironment. Through the above analysis, this study elucidates the current clinical and experimental research status of Xiao Chaihutang in the treatment of digestive system tumors, aiming to provide theoretical support for its precise clinical application. On this basis, it further explores key issues in the identification of pharmacodynamic substances and the accumulation of evidence in evidence-based medicine, thereby offering a new perspective for the innovative development of integrative Chinese and Western medicine in synergistic cancer therapy.
3.Construction of an artificial intelligence-assisted system for auxiliary detection of auricular point features based on the YOLO neural network.
Ganhong WANG ; Zihao ZHANG ; Kaijian XIA ; Yanting ZHOU ; Meijuan XI ; Jian CHEN
Chinese Acupuncture & Moxibustion 2025;45(4):413-420
OBJECTIVE:
To develop an artificial intelligence-assisted system for the automatic detection of the features of common 21 auricular points based on the YOLOv8 neural network.
METHODS:
A total of 660 human auricular images from three research centers were collected from June 2019 to February 2024. The rectangle boxes and features of images were annotated using the LabelMe5.3.1 tool and converted them into a format compatible with the YOLO model. Using these data, transfer learning and fine-tuning training were conducted on different scales of pretrained YOLO neural network models. The model's performance was evaluated on validation and test sets, including the mean average precision (mAP) at various thresholds, recall rate (recall), frames per second (FPS) and confusion matrices. Finally, the model was deployed on a local computer, and the real-time detection of human auricular images was conducted using a camera.
RESULTS:
Five different versions of the YOLOv8 key-point detection model were developed, including YOLOv8n, YOLOv8s, YOLOv8m, YOLOv8l, and YOLOv8x. On the validation set, YOLOv8n showed the best performance in terms of speed (225.736 frames per second) and precision (0.998). On the external test set, YOLOv8n achieved the accuracy of 0.991, the sensitivity of 1.0, and the F1 score of 0.995. The localization performance of auricular point features showed the average accuracy of 0.990, the precision of 0.995, and the recall of 0.997 under 50% intersection ration (mAP50).
CONCLUSION
The key-point detection model of 21 common auricular points based on YOLOv8n exhibits the excellent predictive performance, which is capable of rapidly and automatically locating and classifying auricular points.
Humans
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Neural Networks, Computer
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Artificial Intelligence
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Acupuncture Points
4.Local abaloparatide administration promotes in situ alveolar bone augmentation via FAK-mediated periosteal osteogenesis.
Ruyi WANG ; Yuan LI ; Bowen TAN ; Shijia LI ; Yanting WU ; Yao CHEN ; Yuran QIAN ; Haochen WANG ; Bo LI ; Zhihe ZHAO ; Quan YUAN ; Yu LI
International Journal of Oral Science 2025;17(1):63-63
Insufficient alveolar bone thickness increases the risk of periodontal dehiscence and fenestration, especially in orthodontic tooth movement. Abaloparatide (ABL), a synthetic analog of human PTHrP (1-34) and a clinical medication for treating osteoporosis, has recently demonstrated its potential in enhancing craniofacial bone formation. Herein, we show that intraoral submucosal injection of ABL, when combined with mechanical force, promotes in situ alveolar bone thickening. The newly formed bone is primarily located outside the original compact bone, implying its origin from the periosteum. RNA sequencing of the alveolar bone tissue revealed that the focal adhesion (FA) pathway potentially mediates this bioprocess. Local injection of ABL alone enhances cell proliferation, collagen synthesis, and phosphorylation of focal adhesion kinase (FAK) in the alveolar periosteum; when ABL is combined with mechanical force, the FAK expression is upregulated, in line with the accomplishment of the ossification. In vitro, ABL enhances proliferation, migration, and FAK phosphorylation in periosteal stem cells. Furthermore, the pro-osteogenic effects of ABL on alveolar bone are entirely blocked when FAK activity is inhibited by a specific inhibitor. In summary, abaloparatide combined with mechanical force promotes alveolar bone formation via FAK-mediated periosteal osteogenesis. Thus, we have introduced a promising therapeutic approach for drug-induced in situ alveolar bone augmentation, which may prevent or repair the detrimental periodontal dehiscence, holding significant potential in dentistry.
Osteogenesis/drug effects*
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Periosteum/cytology*
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Parathyroid Hormone-Related Protein/administration & dosage*
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Animals
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Focal Adhesion Protein-Tyrosine Kinases/metabolism*
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Alveolar Process/drug effects*
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Cell Proliferation/drug effects*
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Phosphorylation
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Rats
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Male
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Humans
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Focal Adhesion Kinase 1/metabolism*
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Cell Movement/drug effects*
5.Value of echocardiographic parameters combined with geriatric nutritional risk index in predicting the prognosis of elderly chronic heart failure
Xin LUO ; Yan XU ; Chaoyang DU ; Yanting KANG ; Yan WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(11):1494-1497
Objective To investigate the value of combination of echocardiographic(ECG)parameters and geriatric nutritional risk index(GNRI)in predicting the prognosis of elderly chronic heart failure(CHF).Methods A retrospective study was conducted on 102 elderly CHF patients admitted to our hospital from February 2023 to July 2024.According to their clinical outcomes after 6 months of follow-up,they were divided into a good prognosis group(67 cases)and a poor prognosis group(35 cases).The clinical data,such as left ventricular ejection fraction(LVEF),left ventricular end-diastolic inner diameter(LVEDD)and left ventricular end-systolic inner diameter(LVESD),and GNRI were compared between two groups.Logistic regression analysis was adopted to identify the influencing factors of prognosis of elderly CHF patients,and ROC curve was plotted to analyze the predictive efficiency of ECG parameters and GNRI for the prognosis.Results The poor prognosis group exhibited significantly advanced age,higher LVEDD and LVESD,longer course of CHF,and lower LVEF and GNRI in comparison with the good prognosis group(P<0.01).Multivariate logistic regression analysis indicated that LVEF,LVEDD,LVESD and GNRI were identified as influencing factors for elderly CHF prognosis(P<0.05,P<0.01).In evaluating the poor prognosis,LVEF,LVEDD,LVESD,GNRI and their combination presented an AUC value of 0.854,0.773,0.785,0.850 and 0.902,respectively.The evaluation efficiency of combined detection was superior to that of single detection in assessing the poor prognosis in elderly CHF patients(P<0.01).Conclusion ECG parameters and GNRI are related to the prognosis in elderly CHF patients,and combined detection has good evaluation efficiency for the poor prognosis.
6.Clinical significance of serum galectin-9 levels in the evaluation of combined tumors in dermatomyositis patients
Mingyu YE ; Yanting SHI ; Hao LI ; Jie XIANG ; Song WANG ; Hua CAO
Chinese Journal of Dermatology 2025;58(4):328-333
Objective:To investigate the clinical significance of serum galectin-9 (Gal-9) in patients with dermatomyositis (DM) or clinically amyopathic dermatomyositis (CADM) .Methods:This cross-sectional study included 105 newly diagnosed patients with DM or CADM who were admitted to the Department of Dermatology in Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, from January 2015 to October 2024, among whom 53 had cancer-associated DM/CADM (CRDM). Additionally, an age-matched control group was included, consisting of 30 newly diagnosed cancer patients without autoimmune diseases, 27 systemic lupus erythematosus (SLE) patients, and 31 healthy controls. Serum levels of Gal-9 and transcriptional intermediary factor 1-gamma (TIF1-γ) were measured using enzyme-linked immunosorbent assay. The relationship between Gal-9 levels and laboratory indicators of DM disease activity was analyzed. Comparisons between different groups were performed using the t-test, Mann-Whitney U test, and chi-square test. Spearman correlation analysis was used to assess the association between Gal-9 levels and laboratory indicators. The diagnostic efficacy of Gal-9 and TIF1-γ for CRDM was evaluated using receiver operating characteristic (ROC) curve analysis. Results:Among the 105 DM/CADM patients, 35 were male (33.3%) and 70 were female (66.7%), with a mean age of 53.2 ± 15.1 years. In the 53 CRDM patients, the incidence rates of V-neck sign, dyschromia, and dysphagia were higher than those in non-CRDM patients (all P > 0.05). Serum Gal-9 levels in DM/CADM patients (21.2 [12.2, 32.3] ng/ml) were significantly higher than those in healthy controls (6.8 [5.4, 7.9] ng/ml, P < 0.001), SLE patients (12.3 [8.1, 15.5] ng/ml, P = 0.011), and cancer patients without autoimmune diseases (7.5 [4.9, 8.5] ng/ml, P < 0.001). Gal-9 levels were positively correlated with serum TIF1-γ antibody levels ( rs = 0.21, P = 0.029), serum ferritin ( rs = 0.29, P = 0.003), lactate dehydrogenase ( rs = 0.44, P < 0.001), creatine kinase ( rs = 0.28, P = 0.004), aspartate aminotransferase ( rs = 0.42, P < 0.001), C-reactive protein ( rs = 0.34, P < 0.001), and erythrocyte sedimentation rate ( rs = 0.46, P < 0.001). Among CRDM patients, those who had not received cancer treatment had higher Gal-9 levels (30.1 [23.3, 38.3] ng/ml) than those in stable condition after cancer treatment (13.5 [10.5, 27.9] ng/ml, P = 0.007). The area under the ROC curve (AUC) for serum TIF1-γ in diagnosing CRDM was 0.718, with an optimal cutoff value of 23.02 U/ml. The AUC for serum Gal-9 was 0.719, with an optimal cutoff value of 55.02 ng/ml. When combining both markers, the AUC increased to 0.783, with a sensitivity of 0.85 and specificity of 0.74. Conclusions:Gal-9 was highly expressed in serum of DM/CADM patients, particularly in CRDM patients. Dynamic monitoring of Gal-9 in CRDM patients may be helpful to monitor the therapeutic effect of malignancies.
7.Effect of roxadustat on thyroid function in patients undergoing maintenance peritoneal dialysis
Sa ZHAO ; Huimin QIU ; Xuejie CHEN ; Tong WANG ; Qingyan ZHANG ; Ying LIU ; Qiuyuan SHAO ; Yanting YU ; Yuan FENG ; Chunming JIANG
Chinese Journal of Nephrology 2025;41(5):348-357
Objective:To evaluate the impact of roxadustat on thyroid function and to identify the associated factors in patients undergoing maintenance peritoneal dialysis (PD).Methods:This study was a single-center retrospective study. PD patients who received roxadustat or recombinant human erythropoietin (rHuEPO) treatment at Nanjing Drum Tower Hospital between January 2020 and June 2024 were included. The general and clinical information as well as laboratory indexes were collected. Serum free triiodothyronine (FT3), free thyroxine (FT4) and thyroid-stimulating hormone (TSH) were compared before and after treatment initiation. Hemoglobin (Hb) responses were also observed between the two groups. Logistic regression analysis was performed to explore the factors associated with thyroid function changes.Results:A total of 120 patients were enrolled, with an age of (55.17±16.42) years, including 66 males (55.0%). There were 81 patients received roxadustat (roxadustat group) and 39 patiens received rHuEPO (rHuEPO group). Compared to the rHuEPO group, the roxadustat group had a higher proportion of patients with diabetes ( χ 2= 4.172, P=0.041), a shorter PD vintage ( Z=-3.406, P=0.002), a lower serum level of total cholesterol ( Z=-2.082, P=0.037) and a lower level of fasting blood glucose ( Z=-2.589, P=0.010). Following treatment with roxadustat, the levels of FT4 ( Z=-5.349, P<0.01) and TSH ( Z=-3.720, P<0.01) decreased significantly. In contrast, no significant changes in FT4 or TSH levels were observed in the rHuEPO group (both P>0.05). For both roxadustat and rHuEPO groups, there were no significant changes in FT3 levels after treatment (both P>0.05). Multivariate analysis identified that higher baseline TSH (TSH≥2.27 μIU/ml, OR=1.581, 95% CI 1.196-2.089, P=0.001) and roxadustat exposure ( OR=3.432, 95% CI 1.410-8.355, P=0.007) as independent associated factors of subsequent TSH decline, and identified that higher baseline FT4 (FT4≥14.9 pmol/L, OR=1.390, 95% CI 1.162-1.662, P=0.001) and roxadustat exposure ( OR=5.798, 95% CI 2.225-15.113, P=0.001) as independent associated factors of subsequent FT4 decline. The degrees of hemoglobin changes after roxadustat or rHuEPO treatment did not differ significantly between roxadustat group and rHuEPO group ( t=-1.062, P=0.290). Of the 31 patients who underwent a second thyroid function test during roxadustat treatment, 24 continued with the original regimen, while 7 discontinued roxadustat. Among 24 patients who maintained roxadustat treatment, TSH ( Z=-0.400, P=0.689) and FT4 ( t=0.143, P=0.888) remained stable between the second and third tests. All 7 patients who discontinued roxadustat treatment showed TSH rebound and the changes of TSH levels were more significant than that in continuers ( Z=-2.505, P=0.012). FT4 recovery occurred in only 3 of them, with no significant difference in FT4 change between discontinuers and continuers ( Z=-0.685, P=0.493). Conclusions:Roxadustat commonly suppresses TSH and FT4, but not FT3, in PD patients. Baseline levels of TSH and FT4 are key associated factors of the inhibitory effect of roxadustat on thyroid function. This suppression does not intensify with prolonged exposure and is reversible after discontinuation, with TSH levels normalizing more quickly than FT4. Roxadustat-induced thyroid suppression does not compromise its efficacy in treating renal anemia.
8.Role of Nrf2/HO-1 signaling pathway in attenuation of endotoxin-induced acute lung injury by hydromorphone and relationship with Golgi apparatus stress in mice
Shaona LI ; Yexiang XU ; Cuicui LIU ; Wei FENG ; Yanting WANG
Chinese Journal of Anesthesiology 2025;45(5):597-602
Objective:To evaluate the role of nuclear factor E2-related factor 2 (Nrf2)/heme oxygenase (HO-1) signaling pathway in the attenuation of endotoxin-induced acute lung injury (ALI) by hydromorphone and the relationship with Golgi apparatus stress (GA stress) in mice.Methods:Eighteen SPF wild-type (WT) and 18 Nrf2 knockout (Nrf2 KO) male C57BL/6J mice, aged 6-8 weeks, weighing 18-20 g, were divided into 3 groups ( n=6 each) using a random number table method: control groups (WT+ Con group, Nrf2 KO+ Con group), ALI groups (WT+ ALI group, Nrf2 KO+ ALI group) and ALI+ hydromorphone groups (WT+ ALI+ HM group, Nrf2 KO+ ALI+ HM group). ALI was induced by injecting lipopolysaccharide (LPS) 15 mg/kg via the tail vein in anesthetized animals. Hydromorphone 120 μg was intraperitoneally injected at 15 min before LPS injection in WT+ ALI+ HM group and Nrf2 KO+ ALI+ HM group, and the equal volume of normal saline was given instead in control groups. The animals were sacrificed after anesthesia at 12 h after LPS injection, and lung tissues were obtained for examination of the pathological changes which were scored and Golgi ultrastructure (with a transmission electron microscope) and for determination of the content of malondialdehyde (MDA), activity of superoxide dismutase (SOD), and expression of Nrf2, HO-1 and Golgi stress-related markers (Golgi matrix protein 130 [GM130], Golgi autoantigen 97 kDa [Golgin-97], ATPase secretory pathway Ca 2+ Transporting 1 [ATP2C1], Golgi phosphoprotein 3 [GOLPH3]) (by Western blot). Results:Compared with WT+ Con group and Nrf2 KO+ Con group, the lung injury scores and content of MDA were significantly increased, the activity of SOD was decreased, the expression of GM130, Golgin-97 and ATP2C1 was down-regulated, the expression of GOLPH3 was up-regulated ( P<0.05), no significant changes were found in the expression of Nrf2 and HO-1 ( P>0.05), and the damage to the Golgi apparatus was aggravated in WT+ ALI group and Nrf2 KO+ ALI group. Compared with WT+ ALI group, the lung injury scores and content of MDA were significantly decreased, the activity of SOD was increased, the expression of Nrf2, HO-1, GM130, Golgin-97 and ATP2C1 was up-regulated, the expression of GOLPH3 was down-regulated ( P<0.05), and the damage to the Golgi apparatus was significantly attenuated in WT+ ALI+ HM group. Compared with Nrf2 KO+ ALI group, the lung injury scores were significantly decreased, and the activity of SOD was increased ( P<0.05), no significant changes were found in the content of MDA and expression of Nrf2, HO-1, GM130, Golgin-97, ATP2C1 and GOLPH3 ( P>0.05), and no significant reduction in the damage to the Golgi apparatus was found in Nrf2 KO+ ALI+ HM group. Compared with WT+ ALI+ HM group, the lung injury scores and content of MDA were significantly increased, the activity of SOD was decreased, the expression of Nrf2, HO-1, GM130, Golgin-97 and ATP2C1 was down-regulated, the expression of GOLPH3 was up-regulated ( P<0.05), and the damage to the Golgi apparatus was aggravated in Nrf2 KO+ ALI+ HM group. Conclusions:Nrf2/HO-1 signaling pathway is involved in the attenuation of endotoxin-induced ALI by hydromorphone, and it is associated with the inhibition of Golgi stress.
9.A mixed method study on in patients′ preferences for an unaccompanied ward
Yu WANG ; Ruijuan WANG ; Yanting DUN ; Lei WANG ; Yingying ZHAO ; Jing QUE ; Qiaofang YANG
Chinese Journal of Hospital Administration 2025;41(6):473-478
Objective:To analyze inpatients preferences for an unaccompanied ward and its influencing factors, for references for the implementation of unaccompanied ward management.Methods:Based on a convergent mixed research design, a convenience sampling method was used to select inpatients who visited a tertiary hospital from June to August 2024 as the survey subjects. A questionnaire survey was conducted on their willingness to choose the unaccompanied ward (provided by medical nursing staff). Meanwhile, using purposive sampling method, 10 inpatients and 11 accompanying family members were selected for semi-structured interviews about unaccompanied ward prference, and the interview topics were summarized and extracted. The results of quantitative and qualitative were compared and integrated.Results:The quantitative research results showed that among the 805 inpatients included, 125 patients (13.03%) chose medical caregivers, 382 patients (39.83%) chose their spouses, and 272 patients (28.36%) chose their children; 411 patients (24.54%) did not choose medical caregivers due to financial burden; 509 patients (63.23%) believed that the cost of an unaccompanied ward should be less than 120 yuan/day. The qualitative research results showed that the interview data formed three themes, including the driving factors of caregiving form selection intention, the emotional tendency of caregiving form selection intention, and the assessment of the benefits and drawbacks of caregiving form selection intention. The mixed research results showed that the majority of inpatients choose their spouse or children accompany them, and their willingness to choose medical caregivers is mainly influenced by service costs and family labor. However, its did not affect patients who are young or have difficulty caring for them; Influenced by traditional Chinese culture, patients tended to choose relatives to accompany them; The main reasons why patients did not choose unaccompanied wards were the economic burden and the mismatch between medical nursing staff services and their expectations.Conclusions:Inpatients tended to choose family members to accompany them. Their willingness to choose unaccompanied ward was influenced by economic burden, family labor, patient age, caregiving difficulty, and filial piety culture.
10.Impact of epstein-barr virus infection on treatment response and survival in newly diagnosed multiple myeloma
Yanting MA ; Xi SU ; Yunjie ZHU ; Li YU ; Chunyan ZHANG ; Baishen PAN ; Beili WANG ; Wei GUO
Chinese Journal of Laboratory Medicine 2025;48(10):1323-1330
Objective:To explore the impact of Epstein-Barr Virus(EBV) infection on treatment response and survival in newly diagnosed multiple myeloma(MM).Methods:The clinical data of 196 patients with newly diagnosed MM admitted to Zhongshan Hospital of Fudan University from June 1st, 2019 to February 25th,2021 were analyzed retrospectively and divided into EBV-positive group (106 cases) and negative group (90 cases) according to the primary EBV DNA results in peripheral blood mononuclear cells.To analyse the distribution of EBV positive rates in each type and in each stage of the Revised International Staging System (R-ISS), and to compare EBV DNA loads in EBV-positive patients among R-ISS stages.Rank sum test, 2×2 chi-square test and independent sample t-test were used to compare laboratory findings, such as liver and kidney function, immunohistochemistry and cytogenetics, treatment efficacy and survival prognosis between the two groups.The clinical prognosis of EBV-positive patients was summarized through survival analysis and Cox regression.Results:The EBV positive rate in patients with newly diagnosed MM was 54% (106/196), with the highest rate in patients with κ light chain type (9/12).Patients with R-ISS stage Ⅲ had a significantly higher positive rate than with stage Ⅰ ( χ2=4.68, P=0.031) and stage Ⅱ ( χ2=6.04, P=0.014), but there was no significant difference in EBV DNA loads between EBV-positive MM patients by stage ( Z=3.27, P=0.195).Serum creatinine (Scr) and β 2-microglobulin (β 2-MG) levels were higher in the EBV-positive group than in the EBV-negative group ( Z=1.98, P=0.048 and Z=2.08, P=0.038), and the occurrence of t(4;14) was also higher in the EBV-positive group ( χ2=3.93, P=0.047).The proportion of complete response (CR)/stringent complete response(sCR) and very good partial response(VGPR) after completion of the fourth chemotherapy were significantly lower in the EBV-positive group than in the EBV-negative group ( χ2=12.82, P=0.001 and χ2=8.30, P=0.004), and a higher rate of progressive disease (PD) occurred in the EBV-positive group ( χ2=4.48, P=0.046).The 2-year progression-free survival (PFS) of MM patients was shorter in the EBV-positive group compared to that in the EBV-negative group ( Z=-4.50, P0.01).Cox regression analysis showed that R-ISS stage Ⅲ ( HR=5.38, 95% CI 1.28-22.56, P=0.021), failure to achieve VGPR after the fourth chemotherapy ( HR=3.02, 95% CI 1.42-6.46, P=0.004), EBV-positive ( HR=1.98, 95% CI 1.02-3.87, P=0.045), with 1q21 amplification ( HR=2.35, 95% CI 1.16-4.75, P=0.017) and 13q14 deletion ( HR=1.93, 95% CI 1.01-3.67, P=0.046) were independent risk factors for PFS in newly diagnosed MM. Conclusions:EBV infection is an independent risk factor for poor prognosis, which has important clinical implications for the outcome and prognosis of patients with newly diagnosed MM, and may become a novel clinical assessment indicator.

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