Reliable CA-(Q)SAR generation based on entropy weight optimized by grid search and correction factors.

Chromosome aberration (CA) is a serious genotoxicity of a compound, leading to carcinogenicity and developmental side effects. In the present manuscript, we developed a QSAR model for CA prediction using artificial intelligence methodologies. The reliable QSAR model was constructed based on an enlarged data set of 3208 compounds by optimizing machine learning and deep learning algorithms based on hyperparametric iterations and using multiple descriptors of molecular fingerprint in combination with drug-like molecular properties (MP) screened by entropy weight methodology on the open-source Python platform. Furthermore, molecular similarity for returning search and molecular connection index for additional descriptor were additionally introduced to differentiate the compounds with high similarity for correct CA prediction for QSAR model generation. The final generated CA-(Q)SAR model exhibited good prediction accuracy of 80.6%. The bias of the final model is about 0.9793. On the basis of generated QSAR model, data analyses were further performed to analyze the typical structure features in numerical intervals (MPI) of molecular properties MW, XlogP, and TPSA, respectively, for potential CA or non-CA toxicity with a normalized occurrence probability (NOP) more than 70%, which may provide useful clues for drug design of leads or candidate devoid of CA genotoxicity.

[Role of DNMT3a in Hydroquinone-Induced Hematopoietic Stem Cell Toxicity].

OBJECTIVE: To investigate the regulatory effect and mechanism of DNA methyltransferase 3A (DNMT3a) in hydroquinone-induced hematopoietic stem cell toxicity. METHODS: Cells (HSPC-1) were divided into 4 groups, that is A: normal HSPC-1; B: HQ-intervented HSPC-1; C: group B + pcDNA3 empty vector; D: group B + pcDNA3- DNMT3a. RT-qPCR and Western blot were used to detect the expression levels of DNMT3a and PARP-1 mRNA and protein, respectively. Cell morphology was observe; Cell viability and apoptosis rate of HSPC-1 were detected by MTT and flow cytometry, respectively. RESULTS: Compared with group A, the expression levels of DNMT3a mRNA and protein in HSPC-1 of group B were decreased, while PARP-1 mRNA and protein were increased (P<0.05); there was no significant difference in the above indexes between group C and group B; compared with group B, the expression levels of DNMT3a mRNA and protein showed increased, while PARP-1 mRNA and protein were decreased significantly in cells of group D transfected with DNMT3a (P<0.05). Cells in each group were transfected with DNMT3a and cultured for 24 h, HSPC-1 in group A showed high density growth and mononuclear fusion growth, while the number of HSPC-1 in group B and C decreased and grew slowly. Compared with group B and C, the cell growth rate of group D was accelerated. The MTT analysis showed that cell viability of HSPC-1 in group B were lower than that of group A at 24 h, 48 h and 72 h (P<0.05); after transfected with DNMT3a, the cell viability of HSPC-1 in group D were higher than that of group B at 24 h, 48 h and 72 h (P<0.05). The apoptosis rate of cells in group B was significantly higher than that of group A (P<0.001), while the apoptosis rate in group D was lower than that of group B (P<0.001). CONCLUSION: DNMT3a may be involved in the damage of hematopoietic stem cells induced by hydroquinone, which may be related to the regulation of PARP-1 activity by hydroquinone-inhibited DNMT3a.

The Geriatric Nutritional Risk Index as a Prognostic Factor in Patients with Advanced Non-Small-Cell Lung Cancer.

The Geriatric Nutritional Risk Index (GNRI) is widely applied as a prognostic factor in different cancers. We aimed to analyze the prognostic value of the GNRI in 257 patients diagnosed with advanced non-small-cell lung cancer (NSCLC). Patients with GNRI >98, 92-98, and <92 were grouped into normal, low risk and moderate/high risk groups, respectively. There were 45.1% patients at risk for malnutrition. Kaplan-Meier survival curves indicated that patients with lower GNRI scores had a poorer overall survival (OS). Two-year OS for normal, low risk and moderate/high risk groups were 57.4%, 42.3% and 15.8%, respectively. In multivariate survival analysis, GNRI (<92), body mass index (BMI, ≥24 kg/m2), combined therapy, hemoglobin and neutrophil-to-lymphocyte ratio (NLR) were independent prognostic factors of OS. Stratifying by age groups, GNRI (<92), hemoglobin and NLR were independent prognostic factors of OS in patients aged <65 years. GNRI (<92), smoking, BMI (≥24 kg/m2) and platelet-to-lymphocyte ratio were independent prognostic factors of OS in patients aged ≥65 years. In conclusion, GNRI was a significant prognostic factor in advanced NSCLC patients regardless of age. A decreased GNRI may be considered as a clinical trigger for nutritional support in advanced NSCLC patients, though additional studies are still required to confirm the best cut-point.

[Effects of WNK1 on Human Chronic Myeloid Leukemia K562 Cells via MAPK7 Phosphorylation and Its Relative Mechanism].

OBJECTIVE: To investigate the biological effects and mechanism of WNK1 on K562 cells through regulating MAPK7. METHODS: Cells were routinely cultured in vitro, the expression of WNK1 and MAPK7 in different blood tumor cell lines was analyzed by RT-qPCR and Western blot analysis.K562 cells were transfected with siRNA-WNK1 lentivirus.The effect of WNK1 on K562 cell proliferation was analyzed by using CCK-8 reagent.And K562 cell apoptosis was analyzed by using flow cytometry. The expression level of phosphorylated MAPK7 protein and total MAPK7 protein in K562 cells was analyzed by Western blot. RESULTS: The mRNA and protein of WNK1 were highly expressed in HL60, THP-1, U266 and K562 cells, however, the expressions were the highest in K562 cells (P<0.05), while the changes of mRNA and protein expressions of MAPK7 were not significantly in HL60, THP-1, U266 and K562 cells (P>0.05), but the phosphorylated MAPK7 expression was the highest in K562 cells (P<0.05). Proliferation of K562 cells transfected by WNK siRNA was significantly suppressed, and apoptosis was obviously increased (P<0.05). And the pMAPK7 protein expression in K562 cells transfected by WNK1 siRNA significantly decreased (P<0.05), however, the total MAPK7 protein expression in K562 cells showed no obvious change (P>0.05). CONCLUSION: WNK1 is highly expressed in K562 cells, which can promote the proliferation of K562 cells and reduce apoptosis probably by promoting phosphorylation of its downstream MAPK7.

Fasting blood glucose levels and prognosis in patients with non-small-cell lung cancer: a prospective cohort study in China.

PURPOSE: Non-small-cell lung cancer (NSCLC) is the most diagnosed lung cancer and is associated with poor prognosis. This study aimed to analyze whether fasting blood glucose (FBG) levels could provide prognostic information in Chinese patients with NSCLC, using the Suzhou Lung Cancer Survival study. PATIENTS AND METHODS: A prospective cohort study of adult patients with primary NSCLC was performed. The patients who were hospitalized between January 2016 and April 2018 in two hospitals affiliated with Soochow University were recruited. Patient information, including lifestyle habits and clinical and laboratory data, were collected through face-to-face interviews and evaluation of medical records. Follow-up was initiated from the date of patient enrollment until May 8, 2018 or until patient death. The long-term survival of patients was assessed every 6 months. Patient vital status was confirmed by using hospital records, telephone interview, or local death registration system. Cox proportional hazards regression was used to estimate hazard ratio and 95% confidence interval (CI) for death, with adjustment for cancer stage, medical treatments, smoking, and other potential confounders. RESULTS: A total of 387 patients were included in the analysis, and the numbers (percentages) of patients with stages I, II, III, and IV NSCLC were 53 (13.7%), 41 (10.6%), 64 (16.5%), and 215 (55.6%), respectively. The median duration of follow-up was 19.1 months. Compared with patients in the second tertile of FBG, the HRs for mortality were 2.16 (95% CI: 1.26-3.73) and 1.87 (95% CI: 1.03-3.42) for those in the lowest one and diabetic group, respectively. Subgroup analysis according to various patient characteristics confirmed these associations. CONCLUSION: Diabetes and low FBG could be important predictors of death in patients with NSCLC. Maintaining appropriate blood glucose levels may improve prognosis in patients with NSCLC.

Post-diagnostic C-reactive protein and albumin predict survival in Chinese patients with non-small cell lung cancer: a prospective cohort study.

Non-small cell lung cancer (NSCLC) is the most commonly diagnosed lung cancer and is associated with poor prognosis. This study aimed to analyze if serum C-reactive protein (CRP), albumin (Alb), and CRP/Alb ratio could provide prognostic information in patients with NSCLC. 387 patients with primary NSCLC were included in this analysis. Cox proportional hazards regression was used to estimate hazard ratio (HR) and 95% confidence interval (CI) of death with adjustment for some potential confounders. The multivariate regression analyses revealed the statistically significant associations of decreased survival of patients with NSCLC with elevated CRP, decreased Alb, and elevated CRP/Alb ratio. The HRs of mortality were 1.56 (95% CI: 0.80-3.04) and 2.64 (95% CI: 1.35-5.16) for patients in the second and the highest tertiles of CRP (P-trend = 0.003). For albumin, the HR was 0.50 (95% CI: 0.29-0.85) for the normal group. The CRP/Alb ratio strongly predicted the survival of patients in the highest tertile with a fourfold risk of dying compared with those in the lowest tertile (HR = 4.14, 95% CI: 2.15-7.98). The subgroup analysis according to various patient characteristics confirmed these associations. In conclusion, serum CRP, albumin, and CRP/Alb ratio are predictive of survival for Chinese patients with NSCLC.

Irradiated VEGF164-modified tumor cell vaccine protected mice from the parental tumor challenge.

Vascular endothelial growth factor (VEGF) is an important regulating molecule of angiogenesis in tumor formation and progression. Cancer cells always secrete VEGF to stimulate angiogenesis that facilitate growth and invasion of the tumor. In this study, we established a VEGF164 overexpressing LL/2 lung cancer cell model and found that the postirradiated VEGF164-modified tumor cells protected the host against the challenge with LL/2 wild-type tumor cells. Histochemical assay showed that there were large areas of tumor necrosis with macrophage infiltration in the mice vaccinated with the VEGF164-modified tumor vaccine. T-cells isolated from the vaccinated mice showed cytotoxicity against the parental tumor cells in a dose-dependent manner. Meanwhile, sera from the mice vaccinated with LL/2-VEGF164 showed higher titers of antibodies against parental tumor cells compared with the nonvaccinated groups. Our results indicated that VEGF164-modified tumor vaccine could modulate host antitumor immune response and hold therapeutic potential for cancer.

Effective induction therapy with subcutaneous administration of bortezomib for newly diagnosed POEMS syndrome: a case report and a review of the literature.

POEMS syndrome is characterized by polyneuropathy, organomegaly, endocrinopathy, monoclonal gammopathy and skin changes. Bortezomib is an important component of the chemotherapy regimen associated with multiple myeloma, and has been previously applied to POEMS syndrome. We present a 56-year-old Chinese man who was given subcutaneous administration of bortezomib as part of the BDex (bortezomib-dexamethasone) regimen for his POEMS syndrome. The peripheral neuropathy and laboratory-test results of the patient improved dramatically with 4 cycles of treatment, resulting in a complete response. In addition, the treatment was well tolerated and adequate peripheral blood hematopoietic stem cells were collected for an ensuing autologous stem cell transplant.

Graphene oxide used as a carrier for adriamycin can reverse drug resistance in breast cancer cells.

This study evaluates the reversal effects of graphene oxide (GO) used as a carrier for adriamycin (ADR) in cancer drug resistance, and provides a preliminary investigation into the reversal mechanism. ADR was loaded onto the GO surface (ADR-GO) by physical mixing and drug loading content was found to be high, up to 93.6%. In vitro releases of ADR from ADR-GO were studied using a dialysis method, and they exhibited a significant pH-sensitive property. Cell experiments showed that GO significantly enhanced the accumulation of ADR in MCF-7/ADR cells (an ADR resistant breast cancer cell line) and exhibited much higher cytotoxicity than free ADR, suggesting that ADR-GO could effectively reverse ADR resistance of MCF-7/ADR, with the reversal index reaching 8.35. Microscopy studies found that GO could effectively carry drug molecules into cells in both endocytosis-dependent and independent manners. In conclusion, use of GO as a carrier for chemotherapeutic agents is favorable for the treatment of drug resistant cancers.

[Characteristics of the patients with primary Sjögren's syndrome complicated with lymphoma].

OBJECTIVE: To improve the understanding of diagnosis and treatment of patients with primary The data of clinical features, laboratory Sjögren's syndrome (pSS) complicated with lymphoma. METHODS: findings, therapeutic response and follow-up of patients with primary Sjögren's syndrome complicated with lymphoma from January 2006 to January 2011 in our single center were retrospectively analyzed. RESULTS: Totally twelve inpatients with pSS complicated with lymphoma were diagnosed, which accounted for 1.29% of newly-diagnosed lymphoma inpatients during the same period. The characteristic immunologic changes were hyperimmunoglobulinemia, hypocomplementemia and decrease of CD4 T cell number. In our study, non-Hodgkin's lymphoma (NHL) was the most common type, and the main pathological subtype was diffuse large B cell lymphoma (DLBCL). Most of the patients were in advanced stages, Ann Arbor stage IIl-IV, at diagnosis. Extranodal involvement was common, most frequently in the livers and the lungs. All of the patients received combination chemotherapy. Most of the NHL patients received CHOP/R-CHOP-like regimens, and the Hodgkin's lymphoma (HL) patient received AVD regimen. The median follow-up time was 27 months (range 1-56 months). In terms of median survival time and overall survival there were no statistical significant differences between both low C3 and low C4 group and control group (P > 0.05). In terms of median survival time and overall survival there were no statistical significant differences between rituximab treatment group and control group (P > 0.05). CONCLUSION: The patients with pSS complicated with lymphoma were not uncommon clinically. Hypocomplementemia could not be identified as a risk factor for the prognosis of pSS complicated with lymphoma in our study. Although expected prognosis of these patients was unfavorable, we found that treatment with rituximab combination chemotherapy could not improve the therapeutic effects and survival of patients with pSS complicated with lymphoma.

Reliability and validity of the National Institutes of Health: Chronic Prostatitis Symptom Index in a Malaysian population.

The objective of the study is to determine the short- and long-term utility of the Chinese, Malay and English versions of the National Institutes of Health--Chronic Prostatitis Symptom Index (NIH-CPSI) in our ethnically diverse population. The NIH-CPSI was translated into Chinese and Malay, and then verified by back translation into English. Subjects included 100 new chronic prostatitis/chronic pelvic pain (CP/CPPS) patients, 71 new benign prostatic hyperplasia patients and 97 healthy individuals. Reliability was evaluated with test-retest reproducibility (TR) by calculating intraclass correlation coefficients (ICC). Internal consistency was evaluated by calculating Cronbach's alpha (alpha). Validity assessments included discriminant and construct validity. (Presented in the order of Chinese, Malay then English). ICC values for short-term (1 week) TR were 0.90, 0.80 and 0.89, while ICC values for long-term (14 weeks) TR were 0.54, 0.61 and 0.61. Cronbach's alpha values were 0.63, 0.62 and 0.57. The NIH-CPSI total score discriminated CP/CPPS patients (P<0.001) from the control groups with receiver operating curve values of 0.95, 0.98 and 0.94, respectively. Construct validity, reflected by the correlation coefficient values between the International Prostate Symptom Score and the NIH-CPSI of CP/CPPS patients were 0.72, 0.49 and 0.63 (all P<0.05). The Chinese, Malay and English versions of the NIH-CPSI each proved effective in our population. Short-term TR and discriminant validity were excellent for all three versions. However, long-term TR was only moderate, which might reflect variation in patients' perceptions of symptoms over time.