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2.
Genome Med ; 15(1): 84, 2023 10 16.
Article in English | MEDLINE | ID: mdl-37845772

ABSTRACT

BACKGROUND: Systemic lupus erythematosus (SLE) is known to be clinically heterogeneous. Previous efforts to characterize subsets of SLE patients based on gene expression analysis have not been reproduced because of small sample sizes or technical problems. The aim of this study was to develop a robust patient stratification system using gene expression profiling to characterize individual lupus patients. METHODS: We employed gene set variation analysis (GSVA) of informative gene modules to identify molecular endotypes of SLE patients, machine learning (ML) to classify individual patients into molecular subsets, and logistic regression to develop a composite metric estimating the scope of immunologic perturbations. SHapley Additive ExPlanations (SHAP) revealed the impact of specific features on patient sub-setting. RESULTS: Using five datasets comprising 2183 patients, eight SLE endotypes were identified. Expanded analysis of 3166 samples in 17 datasets revealed that each endotype had unique gene enrichment patterns, but not all endotypes were observed in all datasets. ML algorithms trained on 2183 patients and tested on 983 patients not used to develop the model demonstrated effective classification into one of eight endotypes. SHAP indicated a unique array of features influential in sorting individual samples into each of the endotypes. A composite molecular score was calculated for each patient and significantly correlated with standard laboratory measures. Significant differences in clinical characteristics were associated with different endotypes, with those with the least perturbed transcriptional profile manifesting lower disease severity. The more abnormal endotypes were significantly more likely to experience a severe flare over the subsequent 52 weeks while on standard-of-care medication and specific endotypes were more likely to be clinical responders to the investigational product tested in one clinical trial analyzed (tabalumab). CONCLUSIONS: Transcriptomic profiling and ML reproducibly separated lupus patients into molecular endotypes with significant differences in clinical features, outcomes, and responsiveness to therapy. Our classification approach using a composite scoring system based on underlying molecular abnormalities has both staging and prognostic relevance.


Subject(s)
Lupus Erythematosus, Systemic , Transcriptome , Humans , Gene Expression Profiling , Gene Regulatory Networks , Lupus Erythematosus, Systemic/genetics , Lupus Erythematosus, Systemic/drug therapy , Algorithms
4.
Exp Mol Pathol ; 111: 104317, 2019 12.
Article in English | MEDLINE | ID: mdl-31655387

ABSTRACT

This article has been retracted: please see Elsevier Policy on Article Withdrawal (https://www.elsevier.com/about/our-business/policies/article-withdrawal). This article has been retracted at the request of the Editor-in-Chief and the authors. Following the concerns raised about the background pattern of the Western Blots from Figures 7A and 7C, the authors have contacted the journal to request the retraction of the article as they were reportedly not confident of the accuracy of the data and the conclusions of the article. Given the comments of Dr Elisabeth Bik regarding this article "This paper belongs to a set of over 400 papers (as per February 2020) that share very similar Western blots with tadpole-like shaped bands, the same background pattern, and striking similarities in title structures, paper layout, bar graph design, and - in a subset - flow cytometry panels", the journal requested the authors to provide the raw data. However, the authors were not able to fulfil this request and therefore the Editor-in-Chief decided to retract the article.


Subject(s)
Apoptosis/drug effects , Chondrocytes/drug effects , Inflammation/drug therapy , Lipopolysaccharides/toxicity , Myeloid Differentiation Factor 88/metabolism , Pyrazines/pharmacology , Vasodilator Agents/pharmacology , Animals , Cells, Cultured , Chondrocytes/metabolism , Chondrocytes/pathology , Inflammation/metabolism , Inflammation/pathology , Mice , Myeloid Differentiation Factor 88/genetics , NF-kappa B/genetics , NF-kappa B/metabolism , Signal Transduction , p38 Mitogen-Activated Protein Kinases/genetics , p38 Mitogen-Activated Protein Kinases/metabolism
5.
Mol Carcinog ; 54(7): 577-83, 2015 Jul.
Article in English | MEDLINE | ID: mdl-24510587

ABSTRACT

Aminoacyl-tRNA synthetases (ARSs) are responsible for cellular protein synthesis and cell viability involving in various process of tumorigenesis. We hypothesized that genetic variants in core ARSs genes may play an important role in the development of breast cancer. Thus, we conducted a case-control study including 1064 breast cancer cases and 1073 cancer-free controls to evaluate the associations of 28 potentially functional polymorphisms in 12 core ARSs genes (AARS, CARS, EPRS, HARS, KARS, LARS, MARS, QARS, RARS, VARS, WARS, and YARS) with breast cancer risk. We found significant associations with the risk of breast cancer for rs34087264 in AARS [odds ratio (OR) = 1.15, 95% confidence interval (CI) = 1.01-1.31], rs801186 in HARS (OR = 1.29, 95% CI = 1.08-1.54), rs193466 in RARS (OR = 1.17, 95% CI = 1.02-1.35), and rs2273802 in WARS (OR = 1.14, 95% CI = 1.01-1.30). We further observed significant interactions between rs2273802 and age at the first live birth (P = 0.041), and between rs801186 and age on breast cancer risk (P = 0.018). Combined analysis of these four SNPs showed a significant allele-dosage association between the number of risk alleles and breast cancer risk (Ptrend = 2.00 × 10(-4) ). Compared with individuals with "0-2" risk alleles, those carrying "3," "4," or "5 or more" risk alleles had a 1.32 (95% CI = 1.07-1.64), 1.48 (95% CI = 1.45-1.91), or 1.60 folds (95% CI = 1.06-2.41) risk of breast cancer, respectively. These findings indicate that genetic variants in core ARSs genes may modify the individual susceptibility to breast cancer in Chinese population.


Subject(s)
Amino Acyl-tRNA Synthetases/genetics , Breast Neoplasms/genetics , Polymorphism, Single Nucleotide , Adolescent , Adult , Asian People/genetics , Breast/metabolism , Breast Neoplasms/epidemiology , Case-Control Studies , China/epidemiology , Female , Genetic Predisposition to Disease , Humans , Middle Aged , Odds Ratio , Young Adult
6.
Breast Cancer Res ; 16(4): 422, 2014 Aug 14.
Article in English | MEDLINE | ID: mdl-25116933

ABSTRACT

INTRODUCTION: Single-nucleotide polymorphisms (SNPs) at 6q25.1 that are associated with breast cancer susceptibility have been identified in several genome-wide association studies (GWASs). However, the exact causal variants in this region have not been clarified. METHODS: In the present study, we genotyped six potentially functional single-nucleotide polymorphisms (SNPs) within the CCDC170 and ESR1 gene regions at 6q25.1 and accessed their associations with risk of breast cancer in a study of 1,064 cases and 1,073 cancer-free controls in Chinese women. The biological function of the risk variant was further evaluated by performing laboratory experiments. RESULTS: Breast cancer risk was significantly associated with three SNPs located at 6q25.1-rs9383935 in CCDC170 and rs2228480 and rs3798758 in ESR1-with variant allele attributed odds ratios (ORs) of 1.38 (95% confidence interval (CI): 1.20 to 1.57, P=2.21×10(-6)), 0.84 (95% CI: 0.72 to 0.98, P=0.025) and 1.19 (95% CI: 1.04 to 1.37, P=0.013), respectively. The functional variant rs9383935 is in high linkage disequilibrium (LD) with GWAS-reported top-hit SNP (rs2046210), but only rs9383935 showed a strong independent effect in conditional regression analysis. The rs9383935 risk allele A showed decreased activity of reporter gene in both the MCF-7 and BT-474 breast cancer cell lines, which might be due to an altered binding capacity of miR-27a to the 3' untranslated region (3' UTR) sequence of CCDC170. Real-time quantitative reverse transcription PCR confirmed the correlation between rs9383935 genotypes and CCDC170 expression levels. CONCLUSIONS: The results of this study suggest that the functional variant rs9383935, located at the 3' UTR of CCDC170, may be one candidate of the causal variants at 6q25.1 that modulate the risk of breast cancer.


Subject(s)
Asian People/genetics , Breast Neoplasms/genetics , Chromosomes, Human, Pair 6 , Genetic Predisposition to Disease , Genetic Variation , 3' Untranslated Regions , Alleles , Breast Neoplasms/epidemiology , Case-Control Studies , Cell Line, Tumor , China , Estrogen Receptor alpha/genetics , Female , Genome-Wide Association Study , Genotype , Humans , Odds Ratio , Polymorphism, Single Nucleotide , Risk
7.
Cancer Sci ; 105(6): 731-5, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24654646

ABSTRACT

Esophageal cancer and gastric cancer have shared risk factors and inherited susceptibility. Recent genome-wide association studies have identified multiple genetic loci associated with gastric cancer risk, which may also involve in the development of esophageal cancer. Herein, we evaluated the relationship of gastric cancer risk-related variants at 1q22, 3q13.3, 5p13.1, and 8q24 with the risk of esophageal squamous cell carcinoma (ESCC) in a Chinese population with a case-control study (2139 cases and 2273 controls). We found that the T allele of rs2294008, an intronic variant of the PSCA gene at 8q24 that was previously associated with an increased risk of gastric cancer, was inversely associated with a decreased risk of ESCC (odds ratio = 0.90; 95% confidence interval, 0.81-0.99; P = 0.034). Of interest, the association of rs2294008 with ESCC was consistent with that observed in esophageal adenocarcinoma and ESCC in Caucasian populations. However, no significant associations were observed for the other three variants at 1q22 (rs4072037), 3q13.31 (rs9841504), and 5p13.1 (rs13361707). Our findings suggest that the susceptibility locus of PSCA at 8q24 may be a double-edged sword, as modulator between the carcinogenesis processes of stomach and esophagus.


Subject(s)
Adenocarcinoma/genetics , Antigens, Neoplasm/genetics , Carcinoma, Squamous Cell/genetics , Esophageal Neoplasms/genetics , Neoplasm Proteins/genetics , Stomach Neoplasms/genetics , Case-Control Studies , China , Chromosomes, Human, Pair 8/genetics , Esophageal Squamous Cell Carcinoma , Female , GPI-Linked Proteins/genetics , Gene Frequency , Genetic Predisposition to Disease , Genetic Variation , Genome-Wide Association Study , Genotype , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors
8.
PLoS One ; 9(1): e86319, 2014.
Article in English | MEDLINE | ID: mdl-24475105

ABSTRACT

Genetic variants in human microRNA (miRNA) genes may alter mature miRNA processing and/or target selection, and likely contribute to cancer susceptibility and disease progression. Previous studies have suggested that miR-101 may play important roles in the development of cancer by regulating key tumor-associated genes. However, the role of single nucleotide polymorphisms (SNPs) of miR-101 in breast cancer susceptibility remains unclear. In this study, we genotyped 11 SNPs of the miR-101 genes (including miR-101-1 and miR-101-2) in a case-control study of 1064 breast cancer cases and 1073 cancer-free controls. The results revealed that rs462480 and rs1053872 in the flank regions of pre-miR-101-2 were significantly associated with increased risk of breast cancer (rs462480 AC/CC vs AA: adjusted OR = 1.182, 95% CI: 1.030-1.357, P = 0.017; rs1053872 CG/GG vs CC: adjusted OR = 1.179, 95% CI: 1.040-1.337, P = 0.010). However, the remaining 9 SNPs were not significantly associated with risk of breast cancer. Additionally, combined analysis of the two high-risk SNPs revealed that subjects carrying the variant genotypes of rs462480 and rs1053872 had increased risk of breast cancer in a dose-response manner (P(trend) = 0.002). Compared with individuals with "0-1" risk allele, those carrying "2-4" risk alleles had 1.29-fold risk of breast cancer. In conclusion, these findings suggested that the SNPs rs462480 and rs1053872 residing in miR-101-2 gene may have a solid impact on genetic susceptibility to breast cancer, which may improve our understanding of the potential contribution of miRNA SNPs to cancer pathogenesis.


Subject(s)
3' Flanking Region , 5' Flanking Region , Breast Neoplasms/genetics , Genetic Predisposition to Disease , Genetic Variation , MicroRNAs/genetics , Alleles , Case-Control Studies , Female , Genotype , Humans , Polymorphism, Single Nucleotide , Risk
9.
Nat Genet ; 45(12): 1499-503, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24162738

ABSTRACT

Chronic hepatitis B virus (HBV) infection is a challenging global health problem. To identify genetic loci involved in chronic HBV infection, we designed a three-phase genome-wide association study in Han Chinese populations. The discovery phase included 951 HBV carriers (cases) and 937 individuals who had naturally cleared HBV infection (controls) and was followed by independent replications with a total of 2,248 cases and 3,051 controls and additional replications with 1,982 HBV carriers and 2,622 controls from the general population. We identified two new loci associated with chronic HBV infection: rs3130542 at 6p21.33 (near HLA-C, odds ratio (OR) = 1.33, P = 9.49 × 10(-14)) and rs4821116 at 22q11.21 (in UBE2L3, OR = 0.82, P = 1.71 × 10(-12)). Additionally, we replicated the previously identified associations of HLA-DP and HLA-DQ variants at 6p21.32 with chronic HBV infection. These findings highlight the importance of HLA-C and UBE2L3 in the clearance of HBV infection in addition to HLA-DP and HLA-DQ.


Subject(s)
Asian People/genetics , Genetic Loci , Genetic Predisposition to Disease , HLA-C Antigens/genetics , Hepatitis B, Chronic/genetics , Ubiquitin-Conjugating Enzymes/genetics , Carrier State/epidemiology , Case-Control Studies , Chromosomes, Human, Pair 6/genetics , Female , Genome-Wide Association Study , HLA-DP Antigens/genetics , HLA-DQ Antigens/genetics , Hepatitis B, Chronic/epidemiology , Hepatitis B, Chronic/ethnology , Hepatitis B, Chronic/immunology , Humans , Male , Polymorphism, Single Nucleotide
10.
Gene ; 527(2): 491-5, 2013 Sep 25.
Article in English | MEDLINE | ID: mdl-23850577

ABSTRACT

Autophagy is a cellular process directed at recycling of cellular proteins and removal of intracellular microorganisms, which is important for balancing sources of energy at critical times in development and in response to nutrient stress. It has been reported to be a critical process in cancer initiation and progression. We hypothesized that genetic variants in critical genes of autophagy may be involve in the development of breast cancer. Thus, we systematically screened 14 potentially functional polymorphisms in six autophagy-related genes (ATG3, ATG5, ATG7, ATG10, and ATG12 and LC3) that are core components in autophagosome formation. We conducted a case-control study including 1064 breast cancer cases and 1073 cancer-free controls to evaluate the associations of these variants with breast cancer risk. We found that rs1864182 and rs10514231 in ATG10 were significantly associated with a decreased risk of breast cancer [odds ratios (OR)=0.77, 95% confidence interval (CI): 0.61-0.96, P=0.023; and OR=0.75, 95% CI: 0.59-0.93, P=0.010, respectively]. Similar protective effects for both loci were observed between subgroups stratified by ages at diagnosis/recruitment, menarche and first live birth, and status of menopause, estrogen receptor (ER) and progesterone receptor (PR). These results suggest that genetic variants in ATG10 may implicate with breast cancer susceptibility in Chinese population. Further large and functional studies are needed to confirm our findings.


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Ubiquitin-Conjugating Enzymes/genetics , Adult , Autophagy-Related Proteins , China , Female , Humans , Middle Aged , Vesicular Transport Proteins
11.
PLoS One ; 8(6): e66519, 2013.
Article in English | MEDLINE | ID: mdl-23776684

ABSTRACT

BACKGROUND: A recent genome-wide association study (GWAS) has identified three new breast cancer susceptibility loci at 12p11, 12q24 and 21q21 in populations of European descent. However, because of the genetic heterogeneity, it is largely unknown for the role of these loci in the breast cancer susceptibility in the populations of non-European descent. METHODOLOGY/PRINCIPAL FINDINGS: Here, we genotyped three variants (rs10771399 at 12p11, rs1292011 at 12q24 and rs2823093 at 21q21) in an independent case-control study with a total of 1792 breast cancer cases and 1867 cancer-free controls in a Chinese population. We found that rs10771399 and rs1292011 were significantly associated with risk of breast cancer with per-allele odds ratios (ORs) of 0.85 (95% confidence interval (CI): 0.76-0.96; P = 0.010) and 0.84 (95% CI: 0.76-0.95; P = 4.50×10(-3)), respectively, which was consistent with those reported in populations of European descent. Similar effects were observed between ER/PR positive and negative breast cancer for both loci. However, we did not found significant association between rs2823093 and breast cancer risk (OR = 0.97, 95%CI = 0.76-1.24; P  = 0.795). CONCLUSIONS/SIGNIFICANCE: Our results indicate that genetic variants at 12p11 and 12q24 may also play an important role in breast cancer development in Chinese women.


Subject(s)
Asian People/genetics , Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Chromosomes, Human, Pair 12/genetics , Polymorphism, Single Nucleotide/genetics , Case-Control Studies , Female , Genome-Wide Association Study , Genotype , Humans , Odds Ratio , Risk Factors
12.
Hum Genet ; 132(6): 649-56, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23430454

ABSTRACT

A recently published genome-wide association study (GWAS) in European populations identified several loci at 4q21, 4q23 and 12q24 that were associated with risk of upper aerodigestive tract (UADT) cancers, including esophageal squamous cell carcinoma (ESCC). In the current study, we conducted a case-control study in a Chinese population including 2,139 ESCC cases and 2,273 controls to evaluate the associations of six reported single nucleotide polymorphisms (SNPs) (rs1494961, rs1229984, rs1789924, rs971074, rs671 and rs4767364) with risk of ESCC. We found significant association with risk of ESCC for four SNPs, including rs1494961 in HEL308 at 4q21 [odds ratio (OR) = 1.15, 95 % confidence interval (CI) = 1.05-1.26], rs1229984 in ADH1B at 4q23 (OR = 1.24, 95 % CI = 1.13-1.36) and rs1789924 near ADH1C at 4q23 (OR = 1.20, 95 % CI = 1.03-1.39), and rs671 in ALDH2 at 12q24 (OR = 0.83, 95 % CI = 0.75-0.91). Combined analysis of these four SNPs showed a significant allele-dosage effect on ESCC risk for individuals with different number of risk alleles (P trend = 2.23 × 10(-11)). Compared with individuals with "0-2" risk allele, those carrying "3", "4" or "5 or more" risk alleles had 1.42-, 1.66-, or 1.76-fold risk of ESCC, respectively. Thus, our findings indicate that rs1494961 at 4q21, rs1229984 and rs1789924 at 4q23, and rs671 at 12q24 may be used as genetic biomarkers for ESCC susceptibility in Chinese population.


Subject(s)
Asian People , Carcinoma, Squamous Cell/genetics , Chromosomes, Human, Pair 12/genetics , Chromosomes, Human, Pair 4/genetics , Esophageal Neoplasms/genetics , Case-Control Studies , Female , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk
13.
Carcinogenesis ; 34(3): 689-93, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23188672

ABSTRACT

Genetic variants may influence miRNA-mRNA interaction through modulate binding affinity, creating or destroying miRNA-binding sites. Twenty-four single nucleotide polymorphisms (SNPs) that were predicted to affect the binding affinity of breast cancer-related miRNAs to 3'-untranslated regions (UTR) of known genes were genotyped in 878 breast cancer cases and 900 controls in Chinese women. Three promising SNPs (rs10494836, rs10857748 and rs7963551) were further validated in additional 914 breast cancer cases and 967 controls. The variant allele (C) of rs7963551 at 3'-UTR of RAD52 showed a consistently reduced breast cancer risk in two stages with a combined odds ratio (OR) of 0.84 [95% confidence interval (CI) = 0.75-0.95], which was more prominent among women with early age at first live birth (OR = 0.71, 95% CI = 0.58-0.87). A significant interaction was observed between rs7963551 and age at first live birth on breast cancer risk (P for interaction = 0.04). Luciferase activity assay showed a higher expression level for rs7963551 C allele as compared with A allele (P = 5.19 × 10(-3) for MCF-7 cell lines), which might be due to a reduced inhibition from a weakened binding capacity of miRNA to 3'-UTR of RAD52 harboring C allele. These findings indicate that rs7963551 located at hsa-let-7 binding site may alter expression of RAD52 through modulating miRNA-mRNA interaction and contribute to the development of breast cancer in Chinese women.


Subject(s)
Breast Neoplasms/genetics , MicroRNAs/physiology , Polymorphism, Single Nucleotide , Rad52 DNA Repair and Recombination Protein/genetics , 3' Untranslated Regions , Binding Sites , Case-Control Studies , Cell Line , China , Female , Gene Expression Regulation, Neoplastic , Gene Frequency , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Protein Binding , RNA Interference , Rad52 DNA Repair and Recombination Protein/metabolism , Risk
14.
Fitoterapia ; 83(7): 1205-9, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22776720

ABSTRACT

A new lathyrane diterpene (1), an unreported spectroscopic data lathyrane diterpenene (2), and two known analaogues (3 and 4) have been isolated from Euphorbia prolifera. Their structures were elucidated as (12E,2S,3S,4R,5R,6S,9S,11S,15R)-3-butyryloxy-5,15-diacetoxy-6,17-epoxylathyra- 12-en-14-one (1), (12E,2S,3S,4R,5R,6S,9S,11S,15R)-3-propionyloxy-5,15-diacetoxy-6,17- epoxylathyra-12-en-14-one (2), (12E,2S,3S,4R,5R,6S,9S,11S,15R)-3-benzoyloxy-5,15-diacetoxy -6,17-epoxylathyra-12-en-14-one (3), and 15-O-acetyl-17-hydroxyjolkinol (4) by spectroscopic methods (IR, ESIMS, HR-ESIMS, NMR, and X-ray crystallography). The inhibitory activities on LPS-induced NO production of these diterpenes were evaluated and compounds 1, 3 and 4 showed inhibitory effects.


Subject(s)
Diterpenes/isolation & purification , Euphorbia/chemistry , Nitric Oxide/biosynthesis , Plant Extracts/pharmacology , Animals , Cell Line , Diterpenes/chemistry , Lipopolysaccharides , Mice , Microglia/drug effects , Microglia/metabolism , Molecular Structure , Plant Extracts/chemistry
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