Objective: Poor experience with Invisalign treatment affects patient compliance and, thus, treatment outcome. Knowing the potential discomfort level in advance can help orthodontists better prepare the patient to overcome the difficult stage. This study aimed to construct artificial neural networks (ANNs) to predict patient experience in the early stages of Invisalign treatment. Methods: In total, 196 patients were enrolled. Data collection included questionnaires on pain, anxiety, and quality of life (QoL). A four-layer fully connected multilayer perception with three backpropagations was constructed to predict patient experience of the treatment. The input data comprised 17 clinical features. The partial derivative method was used to calculate the relative contributions of each input in the ANNs. Results: The predictive success rates for pain, anxiety, and QoL were 87.7%, 93.4%, and 92.4%, respectively. ANNs for predicting pain, anxiety, and QoL yielded areas under the curve of 0.963, 0.992, and 0.982, respectively. The number of teeth with lingual attachments was the most important factor affecting the outcome of negative experience, followed by the number of lingual buttons and upper incisors with attachments. Conclusions The constructed ANNs in this preliminary study show good accuracy in predicting patient experience (i.e., pain, anxiety, and QoL) of Invisalign treatment. Artificial intelligence system developed for predicting patient comfort has potential for clinical application to enhance patient compliance.

[ABSTRACT]AIM:ToobservehowfarnesoidXreceptor(FXR)functionedinconcanavalinA(ConA)-induced hepatitis (CIH) and the regulation of FXR-thyrotropin embryonic factor (TEF) pathway.METHODS:C57BL/6 mice were injected with Con A to induce hepatitis .The expression of FXR and TEF in the liver specimens was determined by qRT-PCR and Western blotting .The concentrations of serum ALT/AST and inflammatory cytokines IFN-γ, TNF-α, IL-4 and IL-2 in the blood samples were tested after Con A injection .RESULTS:FXR was down-regulated in CIH mice .TEF was up-regula-ted when FXR was activated by chenodeoxycholic acid (CDCA).Activation of FXR reduced the levels of aminotransferases and inflammatory cytokines IFN-γ, TNF-α, IL-4 and IL-2 in the CIH mice induced by Con A injection .CONCLUSION:FXR activation attenuates CIH mouse liver injury and reduces inflammatory cytokines .FXR activation results in TEF up-regu-lation.The FXR-TEF pathway may play a protective role in autoimmune hepatitis .

OBJECTIVETo determine the in vitro expression of interleukin-12 (IL-12) and its effect on signal transducers and activators of transcription (STAT) signaling molecules in peripheral blood mononuclear cells (PBMCs) in patients with systemic lupus erythematosus (SLE).

METHODSPeripheral blood mononuclear cells in 39 patients with definite systemic lupus erythematosus and 11 healthy volunteers were collected. Expression of IL-12 P40mRNA in PBMCs was determined with reverse transcription-polymerase chain reaction (RT-PCR). Quantity of IL-12 protein supernatant was measured by enzyme-linked immunosorbent assay (ELISA). The levels of phosphorylated STAT3 and STAT4 signaling molecules in PBMCs were detected by immunoblot.

RESULTSLevels of IL-12 protein and mRNA expression in patients with active or inactive SLE were significantly higher than those in controls. Phytohemagglutinin (PHA ) may promote the expression of IL-12. IL-12 alone induced the phosphorylation of STAT3 and STAT4 in PBMCs from patients with SLE, especially in active SLE. However it had no obvious effect on normal PBMCs. Phosphorylated STAT3 and STAT4 might be observed in normal PBMCs treated with IL-12 plus PHA.

CONCLUSIONIL-12 is produced aberrantly in patients with SLE. IL-12 might exert its biological role in SLE via the aberrantly phosphorylated STAT3 and STAT4 signaling molecules.

Adolescent ; Adult ; Cells, Cultured ; DNA-Binding Proteins ; metabolism ; Humans ; Interleukin-12 ; blood ; genetics ; Leukocytes, Mononuclear ; metabolism ; Lupus Erythematosus, Systemic ; metabolism ; Middle Aged ; Phosphorylation ; RNA, Messenger ; analysis ; STAT3 Transcription Factor ; STAT4 Transcription Factor ; Trans-Activators ; metabolism

AIM:To investigate the regulatory role of nuclear factor κB (NF-κB) in the expression of interleukin-6 in mesangial cells (MC) induced by interleukin-1β.METHODS:Activation of NF-κB was measured by electrophoresis mobility shift assay (EMSA). RT/PCR and ELISA were used to detect IL-6 mRNA expression and IL-6 production, respectively.RESULTS:rhIL-1β could rapidly stimulate the activation of NF-κB in MC, and increase the expression of IL-6 mRNA and protein. PDTC, one of the inhibitor of NF-κB， could inhibit the expression of IL-6 in mRNA and protein in MC stimulated by rhIL-1β.CONCLUSION:IL-6 expression induced by IL-1β may be regulated by NF-κB in MC, NF-κB may modulate the immune-inflammatory reaction in glomerular disease.

【Objective】To observe the expression of PI3-K phosphorylated products and elucidate the correlation between PI3-K phosphorylated products and Th2 cytokine in peripheral blood mononuclear cell (PBMC).【Methods】14 patients with active lupus nephritis and 12 controls were selected,PI3-K phosphorylated products were detected by immunoprecipitation and Western blotting,RT-PCR was used to observe interleukin-6 mRNA and interleukin-10 mRNA expression.【Results】In either spontaneous condition or stimulated by anti-CD3 antibody,the expression of PI3-K phosphorylated products in patients with active lupus nephritis were higher than those of the controls(1.14±0.23 vs 0.46±(0.12，P=0.023;2.09±0.63 vs 0.65±0.14，P=0.016).The expression of PI3-K phosphorylated products in active lupus nephritis showed a positive correlation with interleukin-6 mRNA and interleukin-10 mRNA (r=0.652,P=0.008;r=0.718,P=0.007).PY294002,one of specific inhibitor of PI3-K,inhibited significantly the expression of interleukin-6 mRNA(2.32±0.51 vs 0.57±0.15,P=0.009) and interleukin-10 mRNA (1.71±0.33 vs 0.67±0.11,P=0.006) in stimulated PBMC in active lupus nephritis.【Conclusion】PI3-K can involve in the pathogenesis of lupus nephritis by inducing the overexpression of interleukin-6 and interleukin-10.

AIM:To observe the expression of chemokine fractalkine,and its receptor,CX3CR1,in kidneys of lupus-prone BXSB mice,and their changes after treatment with prednisone. The role of fractalkine and CX3CR1 in the pathogenesis of lupus nephritis was also discussed. METHODS:Twelve 12-week-old male BXSB mice were randomly divided into two groups,the prednisone treatment group (BXSB-prednisone group,n=6) and the experimental control group (BXSB group,n=6). Six male C57BL/6J mice at the same weeks of age served as a normal control group (C57BL/6J group). Both the C57BL/6J and the BXSB group of mice received a daily intragastric administration of 0.5 mL normal saline. The BXSB-prednisone group of mice was given a daily intragastric administration of prednisone (0.18 mg/20 g BW) dissolved in 0.5 mL normal saline. All treatments lasted for 10 weeks. The mRNA and protein expressions of fractalkine and CX3CR1 in kidneys of mice were detected by reverse transcription-polymerase chain reaction (RT-PCR) and Western blotting analysis respectively. The changes of laboratory index and the kidney histopathology of mice were also investigated. RESULTS:The mRNA and protein expressions of fractalkine and CX3CR1 in kidneys of BXSB mice were significantly higher than those in C57BL/6J mice. The expressions of fractalkine and CX3CR1 in BXSB-prednisone group of mice were much lower than those in BXSB group of mice,accompanied by the lower serum IgG,IgM and anti-dsDNA antibody levels as well as blood urea nitrogen,serum creatinine and urine protein. The glomerular immune complex deposition and the kidney histopathology were also significantly improved in BXSB-prednisone group of mice. CONCLUSION:These results indicate that fractalkine and CX3CR1 participate in the pathogenesis of lupus nephritis in BXSB mice,and the effect of glucocorticoids treatment may be attributed,in part,to its ability to inhibit the expression of fractalkine in kidney.

AIM: To examine whether Akt signal pathway proteins, including Akt, NF-?B and I?B?, are activated in kidney tissue of murine chronic graft-versus -host disease (GvHD) lupus nephritis in vivo , and whether prednisone suppres ses activation of them. METHODS: Akt activity and phosphorylated I?B? were detected by Weste rn-blot. Activation of NF-?B was detected by electropheretic mobilit y shift assay (EMSA). RESULTS: Activity of Akt, NF-?B and phosp horylated I?B ? were significantly increased in kidney tissue of murine chronic graft-versus -ho st disease (GvHD) in 8th week and 12th week after monocell injection, respective ly. However, they were no significant elevation in 16th week, when compared with controls. Prednisone treatment significantly prevented the increase in serum an ti-dsDNA antibody level, urinary protein excretion and glomerular cell prolif eration in GvHD mice, indicating the beneficial effects of prednisone on t his model. Prednisone also significantly suppressed the increase in the activities o f glomerular Akt, NF-?B and phosphorylated I?B?. CONCLUSION: T his study provides t he first evidence of marked increase in glomerular Akt-NF-?B signal pathway act ivities in murine chronic graft-versus-host disease lupus nephritis. The benefic ial effect of prednisone on this lupus nephritis model may be partially mediated by the suppression of abnormal Akt- NF-?B activation.

AIM: To determine the expression of membrane-bound B lymphocyte stimulator((BLyS)) and its mRNA in peripheral blood mononuclear cells(PBMCs) from individuals with systemic lupus erythematosus(SLE),and to investigate the effect of dexamethasone on(BLyS) expression.METHODS: PBMCs were obtained from 25 individuals with SLE(mean age of 31.40?14.23) and 20 female healthy volunteers(mean age of 28.20?10.36).They were randomized into dexamethasone((1 ?mol/L)) group and media group.PBMCs were gathered at 0,6,12 and 24 h for(BLyS) mRNA assessment using reverse transcription-PCR(RT-PCR).PBMCs were also collected at 72 h for membrane-bound(BLyS) protein detection using flow cytometry(FACS) and direct immunofluorescence.RESULTS:(1) The expression of(BLyS) mRNA and membrane-bound protein were significantly higher in PBMCs from individuals with SLE than that in PBMCs from healthy controls(0.40?0.18 vs 0.27?0.20,P

Objective:To detect the activation of NF AT and AP 1 in peripheral blood mononuclear cells(PBMCs) in patients with systemic lupus erythematosus and investigate their relationship with serum ANA,anti dsDNA antibody,ESR,CRP and C 3.Methods:Activation of NF AT and AP 1 were detected by electrophoretic mobility shift assay(EMSA).Results:①Activation of NF AT in PBMC in active and inactive SLE patients was increased when compared with normal controls,respectively,and the activation of NF AT in active patients was higher than that of inactive ones.②Elevated activation of AP 1 in PBMC in active SLE patients was found as compared with normal controls,and there was no significant difference in activation of AP 1 between inactive patients and normal control.③Activation of NF AT in SLE patients with positive anti dsDNA antibody was higher than that of patients with negative anti dsDNA antibody,and there was not different positively in AP 1 activation between above two patient groups.④Activation of NF AT in PBMC was related positively with CRP and SLEDAI,respectively,but no correlation with ESR,ANA,C 3.There was no relation between the activation of AP 1 and above clinical parameters.Conclusion:The abnormal expression of NF AT and AP 1 indicates disturbed intracellular signaling in SLE,which is suggested that alternations in activation of transcription factors may contribute to the pathogenesis of SLE.Activation of NF AT may be used as a predicator of SLE disease activity.

AIM: To investigate the role of CD134 (OX40) and NF-?B in the pathogenesis of lupus nephritis (LN). METHODS: Renal in situ CD134 and NF-?B expression were examined in 40 biopsy specimens from LN patients by immunohistochemistry and microwave-based immunohistochemistry, respectively. The relationship between expression of CD134 and NF-?B was analyzed. RESULTS: The expression of glomerular and tubular CD134 and NF-?B in LN were higher than that in normal control, especially in class Ⅳ LN, where there was intense staining of endothelial cell, distal tubules, and interstitial mononuclear cell. The CD134 expression of glomerular and tubular was closely related to NF-?B expression, respectively ( r=0.5542,P