1.Establishment of a Gastrointestinal-Brain Inter-Organ Multimodal Characterization System Based on Traditional Chinese Medicine Theory and Its Application in Refractory Diseases
Guanghui HAN ; Yan GUO ; Peijing RONG ; Bin CONG ; Shuangjiang LIU ; Shaoyuan LI ; Wei WEI
Journal of Traditional Chinese Medicine 2025;66(6):561-568
The concept of holism is the core idea of traditional Chinese medicine (TCM). Various organs and tissues coordinate with each other to maintain the body's life activities, with a close and mutual influence between the spleen, stomach, and the central nervous system (brain). The gut-brain axis plays an important bridging role between the digestive system and the central nervous system, achieving bidirectional information exchange between the brain and the gastrointestinal tract through complex neuroendocrine and immune mechanisms. The theory of cross-organ interaction involves the mutual influence, coordination, and integration between different organs and systems; multimodality, on the other hand, utilizes multiple sensory modalities, such as vision, hearing, and touch, to convey information. By combining TCM theory with the gut-brain axis theory, a cross-organ multimodal characterization system is established to explore its mechanism and application value in refractory diseases such as functional gastrointestinal disorders, precancerous gastrointestinal diseases, Alzheimer's disease, Parkinson's syndrome, type 2 diabetes, and depression.
2.Imaging guided percutaneous microwave ablation for unresectable pancreatic cancer:A multicenter retrospective study
Shuilian TAN ; Jie ZHOU ; Ping LIANG ; Xiaoling YU ; Xin YE ; Gang DONG ; Xiang JING ; Guanghui HUANG ; Zhen WANG ; Mengfan PENG ; Yan ZHOU ; Jie YU ; Zhiyu HAN ; Fangyi LIU ; Hongjian GAO ; Yubo ZHANG ; Zhigang CHENG
Chinese Journal of Medical Imaging Technology 2025;41(7):1109-1112
Objective To explore the feasibility and safety of ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer.Methods Totally 84 patients who underwent ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer were enrolled,and the technical success rate,complete ablation rate,complication rate,pain relief rate and survival time,etc.were observed.Results The median age of 84 cases was 61.5 years.Totally 86 tumors,including 44.19%(38/86)at the head/neck and 55.81%(48/86)at the body/tail of pancreas were detected,and a total of 85 ablation sessions were performed with the median ablation energy applied per tumor of 9.90(1.08,21.60)kJ and the complete ablation rate of 42.86%(36/84).The technical success rate was 100%(85/85).Thirty-nine complication events occurred in 25 cases,no ablation-related death.Among 34 patients underwent ablation mainly for pain symptoms,the pain score decreased from(6.22±1.12)points before treatment to(1.94±1.64)points after treatment(P<0.001).During 6.8(3.3,12.9)months' follow-up,the mean survival time was(8.5±6.7)months,and all 47 patients died due to tumor progression.Conclusion Ultrasound-guided percutaneous microwave ablation was safe and feasible for unresectable pancreatic cancer.
3.Molecular mechanism of active ingredients of Ligustri Lucidi Fructus against osteoporosis
Wenchi WANG ; Tian XIA ; Ruiqi WU ; Haohan LIANG ; Zhenyang NI ; Zhenhao ZHANG ; Zhenxing LI ; Guanghui CHEN ; Han SU
Chinese Journal of Tissue Engineering Research 2025;29(18):3856-3867
BACKGROUND:Traditional Chinese medicine has been proved to have a significant role in anti-osteoporosis,and the effectiveness and mechanism of Ligustri Lucidi Fructus and its the active ingredients against osteoporosis have gradually gained the attention of scholars.OBJECTIVE:To analyze and summarize the research progress of Ligustri Lucidi Fructus and its active ingredients against osteoporosis in vitro and in vivo.METHODS:We searched the relevant literature included in CNKI and PubMed databases using the search terms of"Osteoporosis,Bone marrow mesenchymal stem cells,Osteoblast,Osteoclast,Ligustri Lucidi Fructus,Signal path"in Chinese and English,respectively.According to the needs of the research,we established the corresponding criteria and screened the literature.A total of 82 papers were included in the final review.RESULTS AND CONCLUSION:(1)The active ingredients of Ligustri Lucidi Fructus that exert anti-osteoporotic effects in vitro and in vivo mainly involve the following:Salidroside activates the Wnt/β-catenin signaling pathway by inhibiting the expression of Sclerostin and Dickkopf-related protein 1.This activation process enhances the expression of phosphorylated low-density lipoprotein receptor-related protein 6 in ovariectomized rats and primary osteoblasts,while decreasing the expression of glycogen synthase kinase 3β.Further,it promotes the expression of β-catenin,runt-related transcription factor 2 and cellular myelocytomatosis oncogene in the nucleus,thereby promoting the bone formation capacity of osteoblasts.The advantage is that it acts directly on osteoblasts to promote bone formation,which provides a new strategy for the treatment of osteoporosis.(2)Olive bittersweet significantly increases bone mineral density and regulates bone metabolism by decreasing terminal interleukin-6 and alkaline phosphatase concentrations in Sprague-Dawley rats.In vitro experiments showed that olive bittersweet promotes the proliferation of osteoblasts and up-regulates the protein and mRNA expression of osteoprotegerin,while inhibiting the protein and mRNA expression of receptor activator of nuclear factor-κB ligand.This mechanism of action is closely related to the regulation of the balance of the osteoprotegerin/receptor activator of nuclear factor-κB ligand system,demonstrating the advantage of increasing bone mineral density and maintaining bone health by regulating factors related to bone metabolism,but there is no significant effect on Ca2+concentration,which may limit its use in some specific types of osteoporosis.(3)By decreasing the expression of phosphatidylinositol 3 kinase,reducing the phosphorylation of protein kinase B and the expression of osteoclast-specific marker protein c-Fos,pineconiferin effectively inhibits the activation of phosphatidylinositol 3 kinase/protein kinase B/c-Fos pathway in osteoclasts.This inhibition reduces the proliferation and maturation of osteoclasts,which can help to reduce bone resorption.The advantage of this inhibition is that it can directly target osteoclasts,which provides a new target for osteoporosis treatment.However,the specific regulatory mechanism of osteoclasts needs to be studied in depth,and its long-term effect and safety need to be further evaluated.(4)The active ingredients of Ligustri Lucidi Fructus have shown good therapeutic effects on osteoporosis,but their mechanism of action is complex,involving the interaction of multiple genes,proteins and signaling pathways.In the future,large-scale clinical trials need to be carried out to verify its effectiveness and safety,and the strategy of combining the active ingredients of Ligustri Lucidi Fructus with other drugs needs to be further explored in order to obtain better therapeutic effects.
4.Molecular mechanism of active ingredients of Ligustri Lucidi Fructus against osteoporosis
Wenchi WANG ; Tian XIA ; Ruiqi WU ; Haohan LIANG ; Zhenyang NI ; Zhenhao ZHANG ; Zhenxing LI ; Guanghui CHEN ; Han SU
Chinese Journal of Tissue Engineering Research 2025;29(18):3856-3867
BACKGROUND:Traditional Chinese medicine has been proved to have a significant role in anti-osteoporosis,and the effectiveness and mechanism of Ligustri Lucidi Fructus and its the active ingredients against osteoporosis have gradually gained the attention of scholars.OBJECTIVE:To analyze and summarize the research progress of Ligustri Lucidi Fructus and its active ingredients against osteoporosis in vitro and in vivo.METHODS:We searched the relevant literature included in CNKI and PubMed databases using the search terms of"Osteoporosis,Bone marrow mesenchymal stem cells,Osteoblast,Osteoclast,Ligustri Lucidi Fructus,Signal path"in Chinese and English,respectively.According to the needs of the research,we established the corresponding criteria and screened the literature.A total of 82 papers were included in the final review.RESULTS AND CONCLUSION:(1)The active ingredients of Ligustri Lucidi Fructus that exert anti-osteoporotic effects in vitro and in vivo mainly involve the following:Salidroside activates the Wnt/β-catenin signaling pathway by inhibiting the expression of Sclerostin and Dickkopf-related protein 1.This activation process enhances the expression of phosphorylated low-density lipoprotein receptor-related protein 6 in ovariectomized rats and primary osteoblasts,while decreasing the expression of glycogen synthase kinase 3β.Further,it promotes the expression of β-catenin,runt-related transcription factor 2 and cellular myelocytomatosis oncogene in the nucleus,thereby promoting the bone formation capacity of osteoblasts.The advantage is that it acts directly on osteoblasts to promote bone formation,which provides a new strategy for the treatment of osteoporosis.(2)Olive bittersweet significantly increases bone mineral density and regulates bone metabolism by decreasing terminal interleukin-6 and alkaline phosphatase concentrations in Sprague-Dawley rats.In vitro experiments showed that olive bittersweet promotes the proliferation of osteoblasts and up-regulates the protein and mRNA expression of osteoprotegerin,while inhibiting the protein and mRNA expression of receptor activator of nuclear factor-κB ligand.This mechanism of action is closely related to the regulation of the balance of the osteoprotegerin/receptor activator of nuclear factor-κB ligand system,demonstrating the advantage of increasing bone mineral density and maintaining bone health by regulating factors related to bone metabolism,but there is no significant effect on Ca2+concentration,which may limit its use in some specific types of osteoporosis.(3)By decreasing the expression of phosphatidylinositol 3 kinase,reducing the phosphorylation of protein kinase B and the expression of osteoclast-specific marker protein c-Fos,pineconiferin effectively inhibits the activation of phosphatidylinositol 3 kinase/protein kinase B/c-Fos pathway in osteoclasts.This inhibition reduces the proliferation and maturation of osteoclasts,which can help to reduce bone resorption.The advantage of this inhibition is that it can directly target osteoclasts,which provides a new target for osteoporosis treatment.However,the specific regulatory mechanism of osteoclasts needs to be studied in depth,and its long-term effect and safety need to be further evaluated.(4)The active ingredients of Ligustri Lucidi Fructus have shown good therapeutic effects on osteoporosis,but their mechanism of action is complex,involving the interaction of multiple genes,proteins and signaling pathways.In the future,large-scale clinical trials need to be carried out to verify its effectiveness and safety,and the strategy of combining the active ingredients of Ligustri Lucidi Fructus with other drugs needs to be further explored in order to obtain better therapeutic effects.
5.Imaging guided percutaneous microwave ablation for unresectable pancreatic cancer:A multicenter retrospective study
Shuilian TAN ; Jie ZHOU ; Ping LIANG ; Xiaoling YU ; Xin YE ; Gang DONG ; Xiang JING ; Guanghui HUANG ; Zhen WANG ; Mengfan PENG ; Yan ZHOU ; Jie YU ; Zhiyu HAN ; Fangyi LIU ; Hongjian GAO ; Yubo ZHANG ; Zhigang CHENG
Chinese Journal of Medical Imaging Technology 2025;41(7):1109-1112
Objective To explore the feasibility and safety of ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer.Methods Totally 84 patients who underwent ultrasound-guided percutaneous microwave ablation for unresectable pancreatic cancer were enrolled,and the technical success rate,complete ablation rate,complication rate,pain relief rate and survival time,etc.were observed.Results The median age of 84 cases was 61.5 years.Totally 86 tumors,including 44.19%(38/86)at the head/neck and 55.81%(48/86)at the body/tail of pancreas were detected,and a total of 85 ablation sessions were performed with the median ablation energy applied per tumor of 9.90(1.08,21.60)kJ and the complete ablation rate of 42.86%(36/84).The technical success rate was 100%(85/85).Thirty-nine complication events occurred in 25 cases,no ablation-related death.Among 34 patients underwent ablation mainly for pain symptoms,the pain score decreased from(6.22±1.12)points before treatment to(1.94±1.64)points after treatment(P<0.001).During 6.8(3.3,12.9)months' follow-up,the mean survival time was(8.5±6.7)months,and all 47 patients died due to tumor progression.Conclusion Ultrasound-guided percutaneous microwave ablation was safe and feasible for unresectable pancreatic cancer.
6.Formation of Hyperprogression of Immunotherapy from Perspective of "Yang Deficiency and Toxin Knot" and Role of "Five Views on Differentiation and Treatment" Intervention
Xinpu HAN ; Guanghui ZHU ; Qianhui SUN ; Jie LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):186-191
Immune checkpoint inhibitors (ICIs) have shown good efficacy in tumor treatment and have changed the landscape of tumor treatment. However, some patients treated with ICIs have not only failed to achieve the desired therapeutic effect, but also developed an atypical response pattern of abnormally accelerated tumor growth, namely hyperprogressive disease (HPD). The pathogenesis of HPD is still unclear and it is difficult to diagnose, which poses a challenge for clinical identification and treatment decisions. Exploring the underlying mechanism of HPD is important to improve the effect of immunotherapy. Based on the theory of "Yang deficiency and toxic knot", this paper discussed the mechanism of HPD in immunotherapy from the perspective of "spleen and kidney Yang deficiency and hefty toxic pathogens". It was concluded that the inactivation of p53 oncogene and immunosuppressive microenvironment were the manifestations of the deficiency of healthy qi in the body and declined yang in the spleen and kidney, serving as an important basis for the occurrence of HPD. Adverse reactions caused by ICIs belong to the category of "drug toxicity". The occurrence and development of murine double minute 2 (MDM2)/murine double minute 4 (MDM4) activation, epidermal growth factor receptor (EGFR) mutation, and tumor inflammatory microenvironment are the manifestations of the hyperactivity of pathogenic Qi, conflict of cancer toxicity and drug toxicity, and being hefty by virtue of deficiency, which can promote the abnormal proliferation of tumor cells, and they are the core pathogenic elements of HPD and are closely related to disease prognosis. In terms of treatment, under the guidance of the theory of "five views on differentiation and treatment" (time-space view, core view, symptom view, precision view, and disease-before-onset view), which was summarized according to the clinical practice of this research team, this paper, taking the prevention and treatment of HPD as the entry point, formulated traditional Chinese medicine (TCM) compounds to reinforce healthy Qi and warm Yang and realize the dynamic management of the whole spatiotemporal cycle, and removed toxins and resisted cancer to realize the all-round systemic intervention of the specimen. Additionally, targets were enriched in the macro-clinical manifestations and microscopic pathological changes of HPD to improve the targeting of drug selection and the precision of prevention and treatment, giving full play to the unique therapeutic advantages of TCM, and providing new ideas for the clinical application of TCM in the prevention and treatment of HPD.
7.Therapeutic effect and psychological influence of biofeedback pelvic floor muscle training on fecal incontinence after anorectal surgery in children
Guanghui HAN ; Haiyang ZHANG ; Wang RAO ; Dan SU ; Ru JIA ; Cuiping SONG
Chinese Journal of Applied Clinical Pediatrics 2024;39(6):460-464
Objective:To explore the therapeutic effect and psychological influence of biofeedback pelvic floor muscle training on fecal incontinence after anorectal surgery in children.Methods:A retrospective case-control study.A total of 37 children who were admitted to the First Affiliated Hospital of Xinxiang Medical University from July 2021 to April 2023 for fecal incontinence after anorectal surgery were collected.Biofeedback pelvic floor muscle training was performed with a Laborie biofeedback therapy device, and pelvic floor muscle contraction function exercise was performed no less than 200 times a day.The anal canal current intensity, basic motion myoelectric value, contractile myoelectric difference and continuous anal contraction time were measured at before treatment, at the end of 1 course, 1 month and 1 year after treatment.Ten healthy children of the same age were selected as the healthy control group.The Strengths and Difficulties Questionnaire was used for psychological evaluation at before treatment and 1 year after treatment.Paired sample t test and independent sample t test were used to compare and analyze the results of this study. Results:Before treatment, at the end of 1 course, 1 month and 1 year after treatment, the anal canal current intensity of children with fecal incontinence were(11.32±1.92) mA, (10.22±1.28) mA, (8.45±1.09) mA, and(7.80±1.23) mA, respectively; the anal canal basic motion myoelectric value were(235.58±55.03) μV, (185.65±34.30) μV, (124.81±36.56) μV, and(93.99±28.29) μV, respectively; the anal canal contractile myoelectric difference were(45.64±20.38) μV, (64.20±16.59) μV, (93.63±25.53) μV, and(109.83±26.95) μV, respectively; the continuous anal contraction time were(1.27±0.43) s, (1.58±0.40) s, (2.04±0.39) s, and(2.47±0.38) s, respectively.These parameters before treatment, at the end of 1 course and 1 month after treatment were significantly different from those in the healthy control group[(7.20±1.09) mA, (88.65±21.76) μV, (120.73±27.57) μV, (2.68±0.29) s](all P<0.05).These parameters at 1 year after treatment were significantly different from those before treatment and 1 month after treatment(all P<0.05).However, there were no significant differences in these parameters between the healthy control group and the treatment group at 1 year after treatment(all P>0.05).There were statistically significant differences in emotional symptoms, hyperactivity symptoms, peer interaction, prosocial behavior and difficulty scores before and after treatment[(3.46±1.88) points vs.(2.59±1.32) points, (5.78±2.12) points vs.(3.70±1.78) points, (3.05±1.72) points vs.(2.49±1.30) points, (7.30±1.54) points vs.(8.27±1.39) points, (21.57±4.57) points vs.(18.54±3.14) points](all P<0.05). Conclusions:Biofeedback pelvic floor muscle training is a reliable and non-invasive method for the treatment of postoperative fecal incontinence after anorectal surgery in children and can effectively relieve the psychological and behavioral problems caused by fecal incontinence in children.
8.Improved ability of demonstrating ocular masses on 3.0 T MR scanner combined with an 8-channel eye surface phased array coil: a multi-center study
Shijun WANG ; Hong JIANG ; Feifei WANG ; Meiyun WANG ; Guanghui BAI ; Qinghe HAN ; Bocheng WANG ; Jingliang CHENG ; Chuanliang CHEN ; Huaizhi GE ; Qinghai YUAN ; Xiaofeng TAO ; Junfang XIAN
Chinese Journal of Radiology 2023;57(1):41-47
Objective:To investigate the value of the 8-channel eye surface phased array coil in improving image quality and demonstrating ocular masses on 3.0 T MR scanner.Methods:From July 2018 to January 2020, the data of orbital MRI in 692 patients with ocular masses on 6 medical centers were prospectively collected. The patients were simple randomly assigned into 8-channel eye surface phased array coil group (413 patients) or 8-channel head phased array coil group (279 patients), with the same MRI sequences. The signal to noise ratio (SNR) and contrast to noise ratio (CNR) were calculated in orbital anatomy structures and masses (eyelid mass, intraocular mass, lacrimal mass and orbital mass). The image quality scores including motion artifact, mass margin, the relationship between the mass and adjacent structures, and overall image quality were recorded. The differences of image quality between the two groups were compared by two independent sample t-test or Wilcoxon rank test. Results:The SNR and CNR were higher in eye surface coil group than those in head coil group ( P<0.05). The scores of ocular movement artifacts were higher in head coil group than those in surface coil group ( P<0.05). The scores of intraocular mass margin, the relationship between the mass and adjacent structures, and overall image quality were higher in surface coil group than those in head coil group ( P<0.001). There were no significant differences in mass margin, the relationship between the mass and adjacent structures, and overall image quality scores of eyelid, lacrimal gland, and orbital mass between the two groups ( P>0.05). Conclusion:3.0 T MR scanner combined with the 8-channel eye surface phased array coil can improve the SNR and CNR of orbital MR images, the demonstration of the intraocular mass margin and the relationship between the mass and adjacent structures.
9.Weak SARS-CoV-2-specific responses of TIGIT-expressing CD8 + T cells in people living with HIV after a third dose of a SARS-CoV-2 inactivated vaccine.
Junyan JIN ; Xiuwen WANG ; Yongzheng LI ; Xiaodong YANG ; Hu WANG ; Xiaoxu HAN ; Jin SUN ; Zhenglai MA ; Junyi DUAN ; Guanghui ZHANG ; Tao HUANG ; Tong ZHANG ; Hao WU ; Xin ZHANG ; Bin SU
Chinese Medical Journal 2023;136(24):2938-2947
BACKGROUND:
T-cell immunoreceptor with immunoglobulin and immunoreceptor tyrosine-based inhibition motif domains (TIGIT), an inhibitory receptor expressed on T cells, plays a dysfunctional role in antiviral infection and antitumor activity. However, it is unknown whether TIGIT expression on T cells influences the immunological effects of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) inactivated vaccines.
METHODS:
Forty-five people living with HIV (PLWH) on antiretroviral therapy (ART) for more than two years and 31 healthy controls (HCs), all received a third dose of a SARS-CoV-2 inactivated vaccine, were enrolled in this study. The amounts, activation, proportion of cell subsets, and magnitude of the SARS-CoV-2-specific immune response of TIGIT + CD4 + and TIGIT + CD8 + T cells were investigated before the third dose but 6 months after the second vaccine dose (0W), 4 weeks (4W) and 12 weeks (12W) after the third dose.
RESULTS:
Compared to that in HCs, the frequency of TIGIT + CD8 + T cells in the peripheral blood of PLWH increased at 12W after the third dose of the inactivated vaccine, and the immune activation of TIGIT + CD8 + T cells also increased. A decrease in the ratio of both T naïve (T N ) and central memory (T CM ) cells among TIGIT + CD8 + T cells and an increase in the ratio of the effector memory (T EM ) subpopulation were observed at 12W in PLWH. Interestingly, particularly at 12W, a higher proportion of TIGIT + CD8 + T cells expressing CD137 and CD69 simultaneously was observed in HCs than in PLWH based on the activation-induced marker assay. Compared with 0W, SARS-CoV-2-specific TIGIT + CD8 + T-cell responses in PLWH were not enhanced at 12W but were enhanced in HCs. Additionally, at all time points, the SARS-CoV-2-specific responses of TIGIT + CD8 + T cells in PLWH were significantly weaker than those of TIGIT - CD8 + T cells. However, in HCs, the difference in the SARS-CoV-2-specific responses induced between TIGIT + CD8 + T cells and TIGIT - CD8 + T cells was insignificant at 4W and 12W, except at 0W.
CONCLUSIONS
TIGIT expression on CD8 + T cells may hinder the T-cell immune response to a booster dose of an inactivated SARS-CoV-2 vaccine, suggesting weakened resistance to SARS-CoV-2 infection, especially in PLWH. Furthermore, TIGIT may be used as a potential target to increase the production of SARS-CoV-2-specific CD8 + T cells, thereby enhancing the effectiveness of vaccination.
Humans
;
Antibodies, Viral
;
CD8-Positive T-Lymphocytes
;
COVID-19/complications*
;
COVID-19 Vaccines/immunology*
;
HIV Infections/complications*
;
Receptors, Immunologic
;
SARS-CoV-2
10.Relationship between mixed exposure to heavy metals and seminal fructose in men of childbearing age
Jinhu CAO ; Fenglong LIN ; Zhongyi YUE ; Pingyang ZHANG ; Yufen HAN ; Guanghui ZHANG ; Jingchao REN
Journal of Environmental and Occupational Medicine 2023;40(11):1270-1277
Background The human body is usually exposed to a variety of heavy metals at the same time, and different types and concentrations of heavy metals may have complex interactions during their absorption and metabolism in the human body. Seminal fructose is an important energy source for sperm movement. A large number of studies have shown that metal exposure may impair semen quality, and seminal fructose is an important factor affecting male reproduction, so it is necessary to investigate the relationship between mixed heavy metal exposure and seminal fructose to explore the mechanism of semen quality damage caused by metal exposure. Objective To understand the status of common heavy metal exposure in men of childbearing age in Puyang City, Henan Province, and to study the relationship between mixed exposure to heavy metals and seminal fructose, as well as potential interactions among heavy metals. Methods Volunteers were recruited from the Puyang Maternal and Child Health Hospital Reproductive Center for a cross-sectional survey on general demographic characteristics, smoking, alcohol consumption, and other information. Semen samples were collected to detect 12 metals such as vanadium (V), manganese (Mn), cobalt (Co), nickel (Ni), zinc (Zn), selenium (Se), silver (Ag), cadmium (Cd), barium (Ba), thallium (Tl), iron (Fe), and lead (Pb) in seminal plasma and seminal fructose. After correcting for selected confounding factors, a Bayesian kernel machine regression (BKMR) model was used to evaluate the impact of seminal plasma heavy metal mixed exposure and its interactions on seminal fructose. Results A total of 825 adult males were enrolled. The concentrations in M (P25, P75) of V, Mn, Co, Ni, Zn, Se, Ag, Cd, Ba, Tl, Fe, and Pb in seminal plasma were 0.39 (0.28, 0.54), 12.31 (8.92, 17.52), 0.26 (0.18, 0.38), 5.15 (3.32, 8.64), 182159.80 (121847.80, 199144.50), 13.61 (10.55, 17.68), 0.03 (0.02, 0.04), 0.34 (0.27, 0.46), 8.64 (5.94, 13.43), 0.06 (0.05, 0.08), 168.74 (114.17, 259.45), and 1.69 (1.15, 2.36) μg·L−1 respectively. The Spearman correlation results indicated that there was a negative correlation between V, Mn, Co, Zn, Se, Ba, Tl, or Fe in seminal plasma and seminal fructose (P<0.05), and the values of r (95%CI) were −0.044 (−0.087, −0.001), −0.129 (−0.171, −0.087), −0.055 (−0.099, −0.012), −0.099 (−0.143, −0.056), −0.053 (−0.097, −0.010), −0.068 (−0.111, −0.025), −0.095 (−0.138, −0.052), and −0.082 (−0.125, −0.039), respectively. The results of multiple linear regression indicated that there was a negative correlation between the exposure level of Cd, Mn, Zn, Ag, Ba, Tl, or Fe in seminal plasma and seminal fructose (P<0.05), the values of associated β (95%CI) were −0.551 (−0.956, −0.147), −0.315 (−0.419, −0.212), −0.187 (−0.272, −0.103), −0.161 (−0.301, −0.021), −0.188 (−0.314, −0.062), −1.159 (−2.170, −0.147), and −0.153 (−0.230, −0.076), respectively. The BKMR model analysis showed that seminal fructose level decreased with the increase of plasma metal mixed exposure concentration. Compared with all metal exposure at P50, the seminal fructose level decreased by 0.2374 units when all metal exposure was at P75. Seminal plasma Zn [posterior inclusion probabilities (PIPs)=1.0000] had the strongest effect on seminal fructose, followed by Mn (PIPs=0.5872), Se (PIPs=0.5656), and Ba (PIPs=0.5398). The univariate exposure-response curve showed a negative approximate linear correlations between Ba or Mn and seminal fructose, a positive linear correlation between Se and seminal fructose, and an approximate inverted U-shaped association between Zn and seminal fructose. No significant interaction between studied metals was found. Conclusion Mixed metal exposure may lead to decrease of seminal fructose, in which Zn, Mn, Se, and Ba may play an important role. Mn and Zn exposure may reduce the level of seminal fructose, Se may increase the level of seminal fructose, and there may be a threshold effect between Zn exposure and seminal fructose level. No interaction between different metals on seminal fructose is found.

Result Analysis
Print
Save
E-mail