Objective:To automatically segment four body components at the T4 thoracic veertebra plane on chest CT in the newly diagnosed multiple myeloma(MM)patients by deep learning model,and to discuss the correlation between the four body components and the prognosis of the MM patients.Methods:The retrospective analysis was conducted on the clinical data of the MM patients diagnosed in our hospital from January 2017 to December 2021.The clinical informations such as age,gender,weight,height,and body mass index(BMI)of the patients were collected.The laboratory data of the patients were collected,including serum levels of lactate dehydrogenase(LDH),calcium(Ca),creatinine(Scr),albumin(Alb),hemoglobin(Hb),β2-microglobulin(β2-MG),and serum free light chains.The chest CT images of 79 regularly evaluated MM patients detected by deep learning model were divide into four body components:pectoralis major,pectoralis minor,subcutaneous fat,and mediastinal fat.Image J software was used to detect the areas of the four body components at the T4 thoracic vertebra plane,and their correlation with the prognosis of the MM patients was analyzed by Kaplan-Meier survival analysis.Results:The univariate analysis results showed that the area of subcutaneous fat,serum Ca levels,Scr levels,and International Staging System(ISS)stage were related to the overall survival(OS)of the MM patients(HR=2.260,95％CI:1.116-4.578,P=0.024;HR=2.088,95％CI:1.007-4.327,P=0.048;HR=2.209,95％CI:1.105-4.414,P=0.025;HR=1.730,95％CI:1.040-2.879,P=0.035).The multivariate analysis results showed that the area of subcutaneous fat among the four body components was an independent risk factor affecting the prognosis of the MM patients(95％CI:1.228-5.782,P=0.013).The Log-Rank test results showed that compared with high subcutaneous fat area group,the OS of the patients in low subcutaneous fat area group was decreased(P=0.018).There was no significant difference in OS of the patients with different genders between high subcutaneous fat area group and low subcutaneous fat area group(P＞0.05).In the patients without hematopoietic stem cell transplantation,compared with high subcutaneous fat area group,the OS of the patients in low subcutaneous fat area group was decreased(P=0.037).Conclusion:Among the four body components at the T4 thoracic vertebra plane,the area of subcutaneous fat is related to the OS of the MM patients and it is an independent risk factor for the prognosis of the MM patients,while the areas of mediastinal fat,pectoralis major,and pectoralis minor have no predictive value for the prognosis of the MM patients.

OBJECTIVES: As a remedy for the failure of in vitro fertilization (IVF), rescue intracytoplasmic sperm injection (R-ICSI) has been widely carried out, but it has failed to significantly improve the fertilization rate and clinical pregnancy rate. Sperm DNA fragmentation index (DFI) was highly correlated with pregnancy outcome of artificial assisted reproduction. This study aims to investigate the effect of the sperm DFI on the outcome of R-ICSI and the clinical value of R-ICSI. METHODS: This retrospective analysis was conducted among 140 infertile couples receiving R-ICSI in from January 2014 to December 2019. The subjects were assigned into a total fertilization failure (TFF)+low DFI group (R-ICSI after TFF and DFI<30%) (n=63), a TFF+high DFI group (R-ICSI after TFF and DFI≥30%) (n=16), a partial fertilization failure (PFF)+low DFI group (R-ICSI after PFF and DFI<30%) (n=52), a PFF+high DFI group (R-ICSI after PFF and DFI≥30%) (n=9). All transferred embryos were come from R-ICSI. The general clinical data [infertility duration, male age, female age, basal serum level of follicle stimulating hormone (FSH), basal serum level of luteinizing hormone (LH), antral follicle count, endometrial thickness of human chorionic gonadotropin (HCG) day, and eggs] and R-ICSI cycle outcomes (fertilization rate, normal fertilization rate, cleavage rate, good embryo rate, implantation rate, clinical pregnancy rate and live birth rate) were analyzed. In addition, the effect of R-ICSI on the fertilization outcome of conventional IVF total fertilization failure and partial fertilization failure was explored. RESULTS: There was no significant difference in the general clinical data and R-ICSI cycle outcome between the TFF+low DFI group and the TFF+high DFI group (all P>0.05). There was no significant difference in the general clinical data between the PFF+low DFI group and the PFF+high DFI group (all P>0.05). The fertilization rate and normal fertilization rate in the PFF+low DFI group were significantly higher than those in the PFF+high DFI group (85.40% vs 72.41%, 71.90% vs 58.62%, respectively; both P<0.05). However, there was no significant difference in cleavage rate, good embryo rate, implantation rate, clinical pregnancy rate, and live birth rate between the 2 groups (all P>0.05). The R-ICSI cycle of TFF: A total of 79 fresh cycles, 57 fresh transplant cycles, a total of 761 unfertilized oocytes, and 584 M II oocytes were treated with R-ICSI, the fertilization rate was 83.22%, the normal fertilization rate was 75.51%, the cleavage rate was 98.15%, the good embryo rate was 40.74%, the implantation rate was 30.56%, and the clinical pregnancy rate was 43.86%; 29 live births were obtained. The R-ICSI cycle of PFF: A total of 61 fresh cycles, 31 fresh transplant cycles, a total of 721 unfertilized oocytes, and 546 M II oocytes were treated with R-ICSI; the fertilization rate was 83.33%, the normal fertilization rate was 69.78%, the cleavage rate was 97.36%, the good embryo rate was 44.39%, the implantation rate was 25.42%, and the clinical pregnancy rate was 45.16%; 12 live births were obtained. CONCLUSIONS In the case of partial fertilization failure of IVF, the sperm DFI affects the fertilization rate and normal fertilization rate of R-ICSI; whether it is a TFF of IVF or PFF of IVF, ICSI can be used as an effective remedy way.
DNA Fragmentation ; Female ; Fertilization in Vitro ; Humans ; Male ; Pregnancy ; Retrospective Studies ; Sperm Injections, Intracytoplasmic ; Spermatozoa

ObjectiveTo study the effect and mechanism of Xiangsha Liu Junzitang combined with phlegm-removing and detoxifying traditional Chinese medicine on immune escape in Lewis lung cancer mice. MethodA total of 60 specific-pathogen-free （SPF）-grade C57BL/6J male mice were injected subcutaneously with 0.2 mL of Lewis cell suspension （containing 2×10⁶ cells·mL^-1） in the right mid-axillary line. After 7 days， the mice that had been successfully modeled were randomly divided into six groups： the model group， the cisplatin group， the Xiangsha Liu Junzitang low-， medium-， and high-dose groups， and the combined group， with 10 mice in each group. The Xiangsha Liu Junzitang low-， medium- and high-dose groups were gavaged with 17.88， 35.75， 71.50 g·kg^-1 Xiangsha Liu Junzitang solution once a day， respectively， and the dosage of cisplatin intraperitoneally injected into the mice was converted to 5 mg·kg^-1 twice a week， and the tumour volumes of each group were measured every two days. The intervention lasted for 14 consecutive days. At the end of treatment， the tumour mass of mice in each group was weighed and the tumour inhibition rate was calculated. The morphological characteristics of tumours in each group were observed by hematoxylin-eosin （HE） staining. Fluorescent quantitative real-time polymerase chain reaction （Real-time PCR） assay was used to detect messenger ribonucleic acid （mRNA） contents of the natural killer group 2 member D （NKG2D） receptor， ribonucleic acid export-1 （RAE-1）， and γ interferon （IFN-γ） in the tumour tissues of each group. NKG2D， RAE-1， and IFN-γ mRNA in tumour tissues of each group. Immunohistochemistry （IHC） and Western blot were applied to detect the expressions of RAE-1， NKG2D， and IFN-γ in tumour tissues of each group， and Western blot was used to detect the expressions of interleukin-6 （IL-6）， Janus kinase 2 （JAK2）， p-JAK2， signal transducer and activator of transcription 3 （STAT3）， and p-STAT3 in tumour tissues of each group， as well as the protein levels of NKG2D， and RAE-1 in spleen tissues of each group. ResultCompared with that in the model group， the tumour mass decreased in all dose groups of Xiangsha Liu Junzitang， with no statistically significant difference. The tumour volume was reduced （P<0.05， P <0.01）. The pathological morphology was improved. The mRNA contents of NKG2D， RAE-1 and IFN-γ were increased in the medium-dose group （P<0.05， P<0.01）， and the protein expressions of NKG2D， RAE-1， and IFN-γ in tumour tissues were elevated （P<0.05， P<0.01）， and p-JAK2 and p-STAT3 protein expressions were decreased （P<0.05， P<0.01）. In spleen tissues， the protein expressions of NKG2D and RAE-1 in all dose groups of Xiangsha Liu Junzitang were significantly elevated （P<0.01）. Compared with those in the cisplatin group， NKG2D， RAE-1 and IFN-γ mRNA contents were elevated in the middle-dose group of Xiangsha Liu Junzitang， and the difference was not statistically significant. IHC showed that the protein expressions of NKG2D and IFN-γ in the combined group were significantly elevated （P<0.01）， and Western blot results showed that the protein expressions of RAE-1， NKG2D and IFN-γ were elevated （P<0.05， P<0.01）. p-JAK2 and p-STAT3 protein expressions were decreased in the combined group （P<0.05， P<0.01）. NKG2D and RAE-1 protein expressions were significantly increased in spleen tissues of the medium-dose groups and the combined group （P<0.01）. ConclusionXiangsha Liu Junzitang combined with phlegm-removing and detoxifying traditional Chinese medicine can inhibit the growth of tumours in Lewis lung cancer mice by up-regulating the expressions of RAE-1/NKG2D， promoting the activation of NK cells， and inhibiting immune escape， the mechanism of which may be related to down-regulation of the JAK2/STAT3 pathway.