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1.
Pharmacogenet Genomics ; 31(1): 1-9, 2021 01.
Article in English | MEDLINE | ID: mdl-32649577

ABSTRACT

OBJECTIVES: Based on our previous findings that postmenopausal women with estrone (E1) and estradiol (E2) concentrations at or above 1.3 pg/ml and 0.5 pg/ml, respectively, after 6 months of adjuvant anastrozole therapy had a three-fold risk of recurrence, we aimed to identify a single-nucleotide polymorphism (SNP)-based model that would predict elevated E1 and E2 and then validate it in an independent dataset. PATIENTS AND METHODS: The test set consisted of 322 women from the M3 study and the validation set consisted of 152 patients from MA.27. All patients were treated with adjuvant anastrozole, had on-anastrozole E1 and E2 concentrations and genome-wide genotyping. RESULTS: SNPs were identified from the M3 genome-wide association study. The best model to predict the E1-E2 phenotype with high balanced accuracy was a support vector machine model using clinical factors plus 46 SNPs. We did not have an independent cohort that is similar to the M3 study with clinical, E1-E2 phenotypes and genotype data to test our model. Hence, we chose a nested matched case-control cohort (MA.27 study) for testing. Our E1-E2 model was not validated but we found the MA.27 validation cohort was both clinically and genomically different. CONCLUSIONS: We identified a SNP-based model that had excellent performance characteristics for predicting the phenotype of elevated E1 and E2 in women treated with anastrozole. This model was not validated in an independent dataset but that dataset was clinically and genomically substantially different. The model will need validation in a prospective study.


Subject(s)
Anastrozole/adverse effects , Breast Neoplasms/genetics , Genetic Predisposition to Disease , Neoplasm Recurrence, Local/genetics , Adult , Anastrozole/administration & dosage , Aromatase Inhibitors/administration & dosage , Aromatase Inhibitors/adverse effects , Breast Neoplasms/blood , Breast Neoplasms/chemically induced , Breast Neoplasms/pathology , Estradiol/blood , Estrone/blood , Female , Genome, Human/genetics , Genome-Wide Association Study , Humans , Middle Aged , Neoplasm Proteins/genetics , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/pathology , Polymorphism, Single Nucleotide/genetics
2.
Clin Cancer Res ; 2024 May 16.
Article in English | MEDLINE | ID: mdl-38752717

ABSTRACT

BACKGROUND: We previously reported that postmenopausal women with ER+ breast cancer (BC) receiving adjuvant anastrozole 1 mg/day (ANA1) with estrone (E1) ≥1.3 pg/mL and estradiol (E2) ≥0.5 (inadequate estrogen suppression [IES]) had a 3.0-fold increased risk of a BC event. The objective of this study was to determine if increasing anastrozole to 10 mg/day (ANA10) could result in adequate estrogen suppression (AES: E1 <1.3 pg/mL and/or E2 <0.5) among those with IES on ANA1. METHODS: Postmenopausal women with ER+ BC planning to receive adjuvant ANA1 were eligible. E1 and E2 were assessed pre- and post-8-10 weeks of ANA1. Those with IES were switched to 8-10 week cycles of ANA10 followed by letrozole 2.5 mg/day. E1 and E2 were assessed after each cycle. Anastrozole concentrations were measured post-ANA1 and post-ANA10. Primary analyses included patients who documented taking at least 80% of planned treatment (adherent cohort). RESULTS: 132 (84.6%) of 156 eligible patients were ANA1-adherent. IES occurred in 40 (30.3%) adherent patients. 25 (78.1%) of 32 patients who began ANA10 were adherent, and AES was achieved in 19 (76.0%; 90%CI: 58.1-89.0%) patients. Anastrozole concentrations post-ANA1 and post-ANA10 did not differ by estrogen suppression status among adherent patients. AES was maintained/attained in 21 (91.3%) of 23 letrozole-adherent patients. CONCLUSIONS: Approximately 30% of ANA1-adherent patients had IES. Among those who switched to ANA10 and were adherent, 76% had AES. Further studies are required to validate emerging data that ANA1 results in IES for some patients and to determine the clinical benefit of switching to ANA10 or an alternative AI.

3.
Clin Pharmacol Ther ; 110(4): 1038-1049, 2021 10.
Article in English | MEDLINE | ID: mdl-34048027

ABSTRACT

Aromatase inhibitors (AIs) are the treatment of choice for hormone receptor-positive early breast cancer in postmenopausal women. None of the third-generation AIs are superior to the others in terms of efficacy. We attempted to identify genetic factors that could differentiate between the effectiveness of adjuvant anastrozole and exemestane by examining single-nucleotide polymorphism (SNP)-treatment interaction in 4,465 patients. A group of SNPs were found to be differentially associated between anastrozole and exemestane regarding outcomes. However, they showed no association with outcome in the combined analysis. We followed up common SNPs near LY75 and GPR160 that could differentiate anastrozole from exemestane efficacy. LY75 and GPR160 participate in epithelial-to-mesenchymal transition and growth pathways, in both cases with SNP-dependent variation in regulation. Collectively, these studies identified SNPs that differentiate the efficacy of anastrozole and exemestane and they suggest additional genetic biomarkers for possible use in selecting an AI for a given patient.


Subject(s)
Anastrozole/therapeutic use , Androstadienes/therapeutic use , Aromatase Inhibitors/therapeutic use , Breast Neoplasms/drug therapy , Antigens, CD/genetics , Antineoplastic Agents, Hormonal/therapeutic use , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Chemotherapy, Adjuvant , Epithelial-Mesenchymal Transition/genetics , Female , Humans , Lectins, C-Type/genetics , Minor Histocompatibility Antigens/genetics , Neoplasm Staging , Patient Selection , Pharmacogenomic Variants , Polymorphism, Single Nucleotide , Receptors, Cell Surface/genetics , Receptors, G-Protein-Coupled/genetics , Treatment Outcome
4.
JCI Insight ; 5(16)2020 08 20.
Article in English | MEDLINE | ID: mdl-32701512

ABSTRACT

Aromatase inhibitors (AIs) reduce breast cancer recurrence and prolong survival, but up to 30% of patients exhibit recurrence. Using a genome-wide association study of patients entered on MA.27, a phase III randomized trial of anastrozole versus exemestane, we identified a single nucleotide polymorphism (SNP) in CUB And Sushi multiple domains 1 (CSMD1) associated with breast cancer-free interval, with the variant allele associated with fewer distant recurrences. Mechanistically, CSMD1 regulates CYP19 expression in an SNP- and drug-dependent fashion, and this regulation is different among 3 AIs: anastrozole, exemestane, and letrozole. Overexpression of CSMD1 sensitized AI-resistant cells to anastrozole but not to the other 2 AIs. The SNP in CSMD1 that was associated with increased CSMD1 and CYP19 expression levels increased anastrozole sensitivity, but not letrozole or exemestane sensitivity. Anastrozole degrades estrogen receptor α (ERα), especially in the presence of estradiol (E2). ER+ breast cancer organoids and AI- or fulvestrant-resistant breast cancer cells were more sensitive to anastrozole plus E2 than to AI alone. Our findings suggest that the CSMD1 SNP might help to predict AI response, and anastrozole plus E2 serves as a potential new therapeutic strategy for patients with AI- or fulvestrant-resistant breast cancers.


Subject(s)
Anastrozole/pharmacology , Aromatase Inhibitors/pharmacokinetics , Breast Neoplasms/drug therapy , Membrane Proteins/genetics , Polymorphism, Single Nucleotide , Tumor Suppressor Proteins/genetics , Anastrozole/administration & dosage , Anastrozole/pharmacokinetics , Antineoplastic Agents, Hormonal/pharmacokinetics , Antineoplastic Agents, Hormonal/pharmacology , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Aromatase/genetics , Breast Neoplasms/genetics , Breast Neoplasms/mortality , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Estradiol/administration & dosage , Estradiol/pharmacology , Estrogen Receptor alpha/metabolism , Female , Genome-Wide Association Study , Humans , Pharmacogenetics , Postmenopause
5.
Clin Cancer Res ; 26(12): 2986-2996, 2020 06 15.
Article in English | MEDLINE | ID: mdl-32098767

ABSTRACT

PURPOSE: To determine if the degree of estrogen suppression with aromatase inhibitors (AI: anastrozole, exemestane, letrozole) is associated with efficacy in early-stage breast cancer, and to examine for differences in the mechanism of action between the three AIs. EXPERIMENTAL DESIGN: Matched case-control studies [247 matched sets from MA.27 (anastrozole vs. exemestane) and PreFace (letrozole) trials] were undertaken to assess whether estrone (E1) or estradiol (E2) concentrations after 6 months of adjuvant therapy were associated with risk of an early breast cancer event (EBCE). Preclinical laboratory studies included luciferase activity, cell proliferation, radio-labeled ligand estrogen receptor binding, surface plasmon resonance ligand receptor binding, and nuclear magnetic resonance assays. RESULTS: Women with E1 ≥1.3 pg/mL and E2 ≥0.5 pg/mL after 6 months of AI treatment had a 2.2-fold increase in risk (P = 0.0005) of an EBCE, and in the anastrozole subgroup, the increase in risk of an EBCE was 3.0-fold (P = 0.001). Preclinical laboratory studies examined mechanisms of action in addition to aromatase inhibition and showed that only anastrozole could directly bind to estrogen receptor α (ERα), activate estrogen response element-dependent transcription, and stimulate growth of an aromatase-deficient CYP19A1-/- T47D breast cancer cell line. CONCLUSIONS: This matched case-control clinical study revealed that levels of estrone and estradiol above identified thresholds after 6 months of adjuvant anastrozole treatment were associated with increased risk of an EBCE. Preclinical laboratory studies revealed that anastrozole, but not exemestane or letrozole, is a ligand for ERα. These findings represent potential steps towards individualized anastrozole therapy.


Subject(s)
Anastrozole/therapeutic use , Breast Neoplasms/pathology , Estrogen Receptor alpha/metabolism , Estrogens/metabolism , Adult , Aged , Aged, 80 and over , Antineoplastic Agents, Hormonal/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Case-Control Studies , Clinical Trials, Phase III as Topic , Clinical Trials, Phase IV as Topic , Female , Follow-Up Studies , Humans , Middle Aged , Multicenter Studies as Topic , Prognosis , Prospective Studies , Randomized Controlled Trials as Topic
6.
AJNR Am J Neuroradiol ; 26(10): 2652-7, 2005.
Article in English | MEDLINE | ID: mdl-16286418

ABSTRACT

BACKGROUND AND PURPOSE: Vertebroplasty is rapidly disseminating as a treatment for vertebral compression fractures, but its efficacy has not been assessed with a well-validated, back pain-specific instrument. We report the use of the Roland-Morris Disability Questionnaire (RDQ) in patients undergoing vertebroplasty for painful osteoporotic compression fractures. METHODS: Retrospective review of patients treated with vertebroplasty who completed the RDQ and 2 verbal pain scales (0-10) for pain at rest and pain with activity at baseline, 1 week, 1 month, 6 months, and 1 year post-vertebroplasty. Changes in outcome measures were analyzed by using a paired t test and correlations were assessed with Spearman rho. Multiple linear regression was used to analyze the relationship between baseline scores and independent variables. RESULTS: One hundred thirteen patients were treated at 164 vertebral levels. At baseline, RDQ scores were associated with rest and activity pain (P < .001 and P = .002, respectively) but were not associated with other independent variables. All 3 outcome scores decreased by 1 week and remained improved through maximal follow-up (P < .001). RDQ scores improved by a mean of 7.0 points at 1 week and remained improved at 1 year (P = .02). RDQ scores correlated with both rest and activity pain, but the absolute correlation was slightly better (+0.15 on average) with activity pain. CONCLUSIONS: Patients who underwent vertebroplasty experienced relief of back pain and symptoms, as shown by improvement in verbal pain and RDQ scores. The RDQ correlates well with measures of pain, shows clinically significant improvement and is responsive to changes across time. More important, the RDQ provides an easily administered, well-validated, back pain-specific outcome measure that could be adopted to assess vertebroplasty outcomes.


Subject(s)
Lumbar Vertebrae/surgery , Outcome Assessment, Health Care , Thoracic Vertebrae/surgery , Adult , Aged , Aged, 80 and over , Disability Evaluation , Female , Follow-Up Studies , Fractures, Compression/physiopathology , Fractures, Compression/surgery , Humans , Low Back Pain/etiology , Low Back Pain/physiopathology , Lumbar Vertebrae/injuries , Lumbar Vertebrae/physiopathology , Male , Middle Aged , Motor Activity/physiology , Osteoporosis/physiopathology , Osteoporosis/surgery , Pain Measurement , Pelvic Bones/injuries , Pelvic Bones/physiopathology , Pelvic Bones/surgery , Retrospective Studies , Spinal Fractures/physiopathology , Spinal Fractures/surgery , Surveys and Questionnaires , Thoracic Vertebrae/injuries , Thoracic Vertebrae/physiopathology
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