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1.
Breast Cancer ; 31(4): 659-670, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38652345

ABSTRACT

BACKGROUND: Breast cancer is a heterogeneous and complex etiological disease. Understanding perturbations of circulating metabolites could improve prognosis. METHODS: We recruited breast cancer patients from Kaohsiung Medical University (KMU) to perform untargeted (case-control design) and targeted (patient cohort) metabolomics analyses in the discovery and validation phases to evaluate interaction effects between clinical factors and plasma metabolites using multivariable Cox proportional hazards model. RESULTS: In the discovery phase, partial least squares-discriminant analysis (PLS-DA) showed that plasma metabolites were significantly different between recurrent and non-recurrent breast cancer patients. Metabolite set enrichment analysis (MSEA) and metabolomic pathway analysis (MetPA) showed that valine, leucine, and isoleucine degradation was the significant pathway, and volcano plot showed significant ten upregulated and two downregulated metabolites between recurrent and non-recurrent cases. Combined with receiver operating characteristic (ROC) curve and biological significance, creatine, valine, methionine, and mannose were selected for the validation phase. In this patient cohort with 41 new-recurrent vs. 248 non-recurrent breast cancer cases, followed for 720.49 person-years, compared with low level of valine, high valine level was significantly negatively associated with recurrent breast cancer (aHR: 0.36, 95% CI: 0.18-0.72, P = 0.004), especially in ER-negative and PR-negative status. There were interaction effects between valine and ER (Pinteraction = 0.006) as well as PR (Pinteraction = 0.002) on recurrent breast cancer. After Bonferroni correction, stratification effects between valine and hormone receptors were still significant. CONCLUSION: Our study revealed that plasma metabolites were significantly different between recurrent and non-recurrent patients, proposing therapeutic insights for breast cancer prognosis.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Metabolomics , Neoplasm Recurrence, Local , Humans , Breast Neoplasms/blood , Breast Neoplasms/pathology , Female , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/pathology , Middle Aged , Metabolomics/methods , Case-Control Studies , Biomarkers, Tumor/blood , Adult , Receptors, Estrogen/metabolism , Prognosis , Receptors, Progesterone/metabolism , Aged , Valine/blood , Receptor, ErbB-2/metabolism , Receptor, ErbB-2/blood , Isoleucine/blood , ROC Curve , Metabolome
2.
BMC Cancer ; 22(1): 259, 2022 Mar 11.
Article in English | MEDLINE | ID: mdl-35277131

ABSTRACT

BACKGROUND: The trend of women suffering from early-onset breast cancer is increasing in Taiwan. The association of early-onset breast cancer with body mass index (BMI), menarche, and menopausal status has focused interest on the field of cancer epidemiology; however, few studies have explored the interaction of these factors on early-onset risk. This study aimed to estimate the interaction effects of BMI, menarche, and menopausal status on 40-year-old early-onset breast cancer. METHODS: Breast cancer patients were recruited from Kaohsiung Medical University Chung-Ho Memorial Hospital from 2013 to 2020. Multivariable logistic regression was used to estimate odds ratios (ORs) for early-onset breast cancer risk associated with menarcheal age stratified by sociodemographic factors and for the interaction between BMI and menopausal status on early-onset risk. RESULTS: A total of 775 participants were divided into 131 early-onset cases (≤ 40 years) and 644 late-onset cases (> 40 years). Compared to the age of 13 years at menarche, the age ≤ 11 years was significantly positively associated (OR: 2.62, 95% CI: 1.38-4.97) and ≥ 16 years was negatively associated (OR: 0.13, 95% CI: 0.03-0.53) with 40-year-old early-onset breast cancer respectively. In an adjusted model, the status of BMI < 24 and premenopause had 1.76- and 4.59-fold risk of early-onset breast cancer respectively. Especially in BMI < 24 status, premenopause also had a 6.47-fold early-onset risk and the early-onset risk increased by a significant amount per one year younger at menarche (aOR: 1.26, 95% CI: 1.03-1.55). There was also a positive interaction effect on an additive scale between BMI and menopausal status on early-onset breast cancer (RERIOR = 4.62, Pinteraction = 0.057). Compared to both BMI ≥ 24 and peri-/postmenopausal status, both the status of BMI < 24 and premenopause were associated with early-onset breast cancer (aOR: 7.16, 95% CI: 3.87-13.25). CONCLUSIONS: This study suggests that the status of BMI < 24 and premenopause were associated with an increased risk of early-onset breast cancer and there was a positive interaction on an additive scale. Understanding how obesity and menopausal status affect early-onset breast cancer is important for drafting preventive measures for early-onset breast cancer in Taiwan.


Subject(s)
Breast Neoplasms/epidemiology , Menarche , Premenopause , Adult , Age of Onset , Body Mass Index , Cross-Sectional Studies , Female , Humans , Middle Aged , Risk Factors , Taiwan/epidemiology
3.
Sci Rep ; 12(1): 2858, 2022 02 21.
Article in English | MEDLINE | ID: mdl-35190574

ABSTRACT

The association between phthalate exposure and breast cancer remains controversial. We performed a prospective patient cohort design to explore the interaction between creatinine-corrected urinary phthalate metabolites and hormone receptors as well as body mass index (BMI) on recurrent breast cancer. In this follow-up study, 636 female breast cancer patients and 45 new recurrent cases diagnosed for a total of 1576.68 person-years of follow-up were recruited. Mono-(2-ethyl-5-oxohexyl) phthalate (MEOHP) was negatively associated with breast cancer recurrence, with adjusted hazard ratio (aHR) 3rd vs. 1st quartile of 0.15 (95% CI 0.04-0.51). The MEOHP presented as a non-monotonic dose-response (NMDR) curve, being U-shaped. In the stratification of hormone receptors, MEOHP still exhibited a U-shaped dose-response curve. The third quartile of MEOHP showed significant lowest recurrent risk in the status of ER-positive (aHR 0.18, 95% CI 0.05-0.66), PR-negative (aHR 0.14, 95% CI 0.03-0.63), and HER2-negative (aHR 0.24, 95% CI 0.08-0.76). Whether in BMI < 25 or in BMI ≥ 25, the third quartile of MEOHP was negatively associated with recurrent breast cancer, and there was a negative interaction on an additive scale between MEOHP and BMI (pinteraction = 0.042). The association between MEOHP and recurrent breast cancer was modified by hormone receptors and BMI.


Subject(s)
Body Mass Index , Breast Neoplasms/etiology , Environmental Exposure/adverse effects , Negative Results , Neoplasm Recurrence, Local/etiology , Phthalic Acids/adverse effects , Adult , Aged , Female , Humans , Middle Aged , Prospective Studies
4.
Biomed Pharmacother ; 145: 112400, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34801851

ABSTRACT

Resistance to chemotherapy and hormonal therapy is a major clinical problem in breast cancer medicine, especially for cancer metastasis and recurrence. Di(2-ethylhexyl)phthalate (DEHP) affects drug resistance by an unknown mechanism of action. Here we analyzed breast cancer patients (N = 457) and found that Σ4MEHP (the sum of MEHP, MEHHP, MECPP and MEOHP concentrations) in urine was significantly higher (P = 0.018) in the recurrent breast cancer group compared with non-recurrent patients. Σ4MEHP-High was positively and significantly correlated with tumor stage (P = 0.005), lymph node status (P = 0.001), estrogen receptor status (P = 0.010), Her2/Neu status (P = 0.004), recurrence (P = 0.000) and tumor size (P = 0.002), as well as an independent prognostic marker (OR = 1.868; 95% CI = 1.424-2.451; P < 0.000) associated with poor survival rates based on a positive Her2/Neu status (P = 0.035). In addition, we found that DEHP inhibited paclitaxel and doxorubicin effects in breast cancer cell lines MCF-7 and MDA-MB-231 and in zebrafish and mouse tumor initiation models. DEHP induced trefoil factor 3 (TFF3) expression through the vinculin/aryl hydrocarbon receptor (AhR)/ERK signaling pathway and induced CYP2D6, CYP2C8 and CYP3A4 expression through the AhR genomic pathway to increase the epithelial-mesenchymal transition (EMT) and doxorubicin metabolism, respectably. DEHP mediated AhR-related alterations in estrogen receptor expression through the ubiquitination system, which decreased tamoxifen effects in AhR knockout mice. These findings suggest a novel therapeutic avenue by targeting AhR in drug-resistant and recurrent breast cancer.


Subject(s)
Antineoplastic Agents/pharmacology , Basic Helix-Loop-Helix Transcription Factors/metabolism , Breast Neoplasms/drug therapy , Diethylhexyl Phthalate/pharmacology , Receptors, Aryl Hydrocarbon/metabolism , Adult , Animals , Basic Helix-Loop-Helix Transcription Factors/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Doxorubicin/pharmacology , Drug Resistance, Neoplasm/drug effects , Female , Humans , MCF-7 Cells , Mice , Mice, Knockout , Neoplasm Recurrence, Local , Paclitaxel/pharmacology , Receptors, Aryl Hydrocarbon/genetics , Survival Rate , Tamoxifen/pharmacology , Xenograft Model Antitumor Assays , Zebrafish
5.
Oncol Lett ; 20(1): 33-42, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32565931

ABSTRACT

It has been identified that bisphenol A (BPA) exposure causes developmental toxicity in breast cells. However, the exact molecular mechanisms underlying the association between exposure to BPA and breast cancer remain unclear. The aim of the present study was to investigate the BPA-regulated signaling pathways associated with the aggressiveness and the development of breast cancer. Microarray technology and functional gene set analyses were used to evaluate BPA and breast cancer-associated biomarkers and pathways in a discovery-driven manner. Using individual dataset analyses, it was indicated that two BPA-associated gene sets, the visceral obesity pathway, involved in visceral fat deposits and the metabolic syndrome, and the cell cycle pathway, involved in cyclins and cell cycle regulation, were significantly associated with a high grade of aggressiveness and the development of estrogen receptor (ER)-positive breast cancer (between P<0.05 and 0.0001). The pooled analysis indicated that the most significant pathway was G1/S checkpoint regulation, and the cyclin and cell cycle regulation pathway for BPA-associated ER-positive cancer. Cancer cell signaling pathways were associated with healthy breast cells developing into breast cancer. The visceral obesity and the cell cycle pathways were indicated to link BPA exposure to breast cancer. The results of the present study demonstrate a significant association between breast cancer and BPA-regulated gene pathways.

6.
Oncol Rep ; 40(5): 2766-2777, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30226539

ABSTRACT

A disintegrin and metalloproteinase domain 33 (ADAM33) gene is a transmembrane glycoprotein that mediates changes in cell adhesion and plays an important role in cancer progression. Since bisphenol A (BPA) and phthalates are epigenetically toxic, the purpose of this study was to examine whether BPA and phthalate metabolites, including monoethyl phthalate (MEP), mono­n­butyl phthalate (MBP), mono­isobutyl phthalate (MIBP), mono(2­ethylhexyl) phthalate (MEHP), mono(2­ethyl­5­hydroxyhexyl) phthalate (MEHHP), mono(2­ethyl­5­carboxypentyl) phthalate (MECPP), and mono(2­ethyl­5­oxohexyl) phthalate (MEOHP), have an epigenetic impact on ADAM33 and the incidence of breast cancer. CpG islands of breast cancer microarray datasets obtained from the Gene Expression Omnibus (GEO) were used to assess the ADAM33 methylation profile. We designed a case­control study including 44 cases and 22 age­matched controls to detect the methylation status of intron 1 in ADAM33 from peripheral blood mononuclear cells (PBMCs) in blood, using BSP, nested PCR, and bisulfite sequencing, and measured the in vivo gene expression of ADAM33 and the urinary concentrations of endocrine­disrupting chemicals (EDCs), using real­time PCR, high­performance liquid chromatography (HPLC) and liquid chromatography-mass spectrometry (LC­MS). Only one dataset, GSE32393, reached significance (P=0.016). ADAM33 expression and methylation frequencies at CpG site 3 in intron 1 were higher in the control group. We found a positive association between intron 1 methylation level and ADAM33 expression as well as urinary concentrations of MEHHP, MECPP, MEOHP and Σ4MEHP (the sum of MEHP, MECPP, MEHHP, and MEOHP) in the cases. This study suggests that metabolites of phthalate such as MEHHP, MECPP, MEOHP and Σ4MEHP may increase the intron 1 methylation level to elevate ADAM33 gene expression and have a protective effect on reducing the risk of breast cancer.


Subject(s)
ADAM Proteins/genetics , Breast Neoplasms/genetics , Endocrine Disruptors/toxicity , Phthalic Acids/toxicity , Adult , Aged , Benzhydryl Compounds/toxicity , Breast Neoplasms/chemically induced , Breast Neoplasms/pathology , Case-Control Studies , Chromatography, High Pressure Liquid , CpG Islands/drug effects , DNA Methylation/drug effects , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Introns/drug effects , Middle Aged , Phenols/toxicity , Phthalic Acids/urine , Tissue Array Analysis
7.
Int Arch Allergy Immunol ; 161(1): 74-80, 2013.
Article in English | MEDLINE | ID: mdl-23257708

ABSTRACT

BACKGROUND: Asthma is a common chronic inflammatory respiratory disease. Previous studies have suggested that the pathogenesis of asthma may be affected by epigenetic regulation. The purpose of this study is to characterize the effect of the methylation of each CpG site in the ADAM33 (a disintegrin and metalloproteinase 33) gene in adult asthma. METHODS: A human CpG island microarray was used to examine 4 asthmatic cases and 4 healthy controls, and the results suggested that there might be differences in methylation within exon 9 of the ADAM33 gene. Therefore, we designed a case-control study with 50 asthmatic patients and 50 age- and sex-matched healthy controls to examine the relationship between the CpG methylation of the ADAM33 gene and asthma using bisulfite deoxyribonucleic acid modification and sequencing. RESULTS: Bisulfite sequencing experiments showed that the 14 CpG sites in exon 9 of the ADAM33 gene were highly methylated (100%) in all individuals. The proportions of methylation of the 14 CpG sites in ADAM33 in the case group were not different from those of the control group. The methylation of exon 9 of this locus was not associated with age, sex, IgE levels, or lung function. This study found no association between the methylation of CpG sites in exon 9 of the ADAM33 gene and adult asthma. CONCLUSIONS: The 14 CpG sites were highly methylated in the case and control groups. Further investigation of exon 9 in ADAM33 in a larger population is needed to evaluate its role in asthma.


Subject(s)
ADAM Proteins/genetics , Asthma/genetics , DNA Methylation , ADAM Proteins/metabolism , Adult , Aged , Asthma/metabolism , Case-Control Studies , Chi-Square Distribution , CpG Islands , Epigenesis, Genetic , Female , Humans , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Respiratory Function Tests , Sequence Analysis, DNA , Young Adult
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