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  • 1
    In: The American Journal of Clinical Nutrition, Elsevier BV, Vol. 105, No. 6 ( 2017-06), p. 1362-1371
    Type of Medium: Online Resource
    ISSN: 0002-9165
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    Language: English
    Publisher: Elsevier BV
    Publication Date: 2017
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    SSG: 12
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  • 2
    In: Carcinogenesis, Oxford University Press (OUP), Vol. 37, No. 9 ( 2016-09), p. 870-877
    Type of Medium: Online Resource
    ISSN: 0143-3334 , 1460-2180
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2016
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  • 3
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 3811-3811
    Abstract: Background: Despite outstanding cure rates of pediatric acute lymphoblastic leukemia (ALL), Blacks and Hispanics have inferior survival than Whites. We recently reported that among 794 children from DFCI ALL Consortium Protocol 05-001 trial, Hispanic patients had significantly lower rates of fracture and osteonecrosis, but higher risk of relapse and death compared with non-Hispanic Whites (PMID: 29090520). Studies from other groups have reported inferior ALL outcomes in children with Native American ancestry, however the association between genetic ancestry and skeletal toxicities has not been explored. We examined whether genetic inheritance could provide an explanation for the reduced incidence of skeletal toxicities in Hispanic patients in DFCI 05-001. Methods: A total of 576 DNA samples extracted from bone marrow samples or blood samples obtained during remission, including 2% blind duplicates, were genotyped using the Illumina OmniExpress Beadchip array. After data QC and cleaning, 449 ALL patients were retained in the final analysis. Estimates of global genetic ancestry were derived from STRUCTURE program, which was used to re-classify individuals with discordant clinical race/ethnicity as reported by study site, and to assign individuals with unknown race/ethnicity information to an ethnic group when possible. Regression model for the subdistribution hazard of the cumulative incidence function was used to relate clinical race/ethnicity, genetically reclassified race/ethnicity, and genetic ancestry respectively with risk of fracture and osteonecrosis, with death and recurrence as competing risk factors while controlling for age, gender and baseline clinical factors. Cox proportional regression models were used to test race/ethnicity and ancestry with overall survival (OS) and event-free survival (EFS). Results: Among the 449 patients analyzed, average age was 6.7 years; 26% of patients were ≥10 years and 44% were female. The demographic and clinical characteristics of patients with genotype data were similar to those of the overall cohort, although the proportion of Hispanics was slightly lower in the genotyped sub-cohort (17% vs. 21%), whereas the rates of fracture and osteonecrosis were higher (fracture: 25% vs. 18%; osteonecrosis: 10% vs. 8%). Based on clinical race/ethnicity, 66% of patients were non-Hispanic White, 17% were Hispanic, 5% were non-Hispanic Black, 3% were Asian, and 10% were reported as Other. Genetic ancestry analyses revealed that non-Hispanic White patients had a median of 96% European ancestry, non-Hispanic Black patients had a median of 76% African ancestry, and Asian patients had a median of 58% Asian ancestry. The genetic make-up of Hispanic patients in the 05-001 cohort was more admixed, with 23% Native American and 17% African ancestry, higher than the national average (18% and 6%, respectively). After genetic reassignment, racial/ethnic groups were as follows: 68% non-Hispanic White, 17% Hispanic, 9% non-Hispanic Black, 6% Asian, and 1% unassigned. In analysis of genetically reassigned race/ethnicity with skeletal toxicities, Hispanic and Black patients had significantly lower risk of fracture compared with white patients (Hispanic: subdistribution hazard ratio [SHR]=0.42, 95% confidence interval [CI] =0.22, 0.81; Black: HR=0.28, 95%CI=0.10, 0.75). These groups also had significantly less osteonecrosis (Hispanic: SHR=0.24, 95%CI=0.08, 0.78; Black: SHR=0.12, 95%CI=0.02, 0.93). Similar results were observed when using clinical race/ethnicity. Further analyses revealed that African genetic ancestry, but not Native American ancestry was associated with lower risk of fracture and osteonecrosis in a dose-dependent manner (Table 1). In analysis of death and recurrence, those with higher proportion of Native American ancestry had significantly higher risk of death/recurrence after adjustment (OS: hazard ratio [HR]=4.00, 95%CI=1.45, 11.02; EFS: HR=2.07, 95%CI=1.13, 3.79). Analysis of single variants and polygenic risk scores with skeletal toxicities and survival outcomes is ongoing. Conclusion: Hispanic children and adolescents from the DFCI 05-001 cohort, had highly heterogenous genetic ancestral make-up. Among Hispanic patients, the observed lower risk of skeletal toxicities might be driven by African ancestry, whereas poorer survival observed might be driven by Native American ancestry. Disclosures Silverman: Servier: Consultancy, Research Funding; Takeda: Consultancy.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
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  • 4
    In: Breast Cancer Research, Springer Science and Business Media LLC, Vol. 20, No. 1 ( 2018-12)
    Type of Medium: Online Resource
    ISSN: 1465-542X
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2018
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  • 5
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2014
    In:  Cancer Epidemiology, Biomarkers & Prevention Vol. 23, No. 12 ( 2014-12-01), p. 2643-2648
    In: Cancer Epidemiology, Biomarkers & Prevention, American Association for Cancer Research (AACR), Vol. 23, No. 12 ( 2014-12-01), p. 2643-2648
    Abstract: Research in the last decade suggests the clinical potential of circulating microRNAs in whole blood as biomarkers for cancer detection. However, before applying the identified circulating microRNAs clinically, biospecimen-focused research has to be performed to identify possible preanalytic variables that may significantly affect the levels of circulating microRNAs. In this study, using a unique resource of the Data Bank and BioRepository (DBBR) at Roswell Park Cancer Institute, we conducted a two-step analysis to identify internal control circulating microRNAs in whole blood and then to study how selected major preanalytic variables (namely, processing delay, storage condition, storage time, and freeze/thaw cycles) might affect the detection of circulating microRNAs. In the discovery phase of the first step, we identified three microRNAs, including miR346, miR134, and miR934, whose levels exhibited the smallest variation between the case–control groups, as well as within each group interindividually. In the further validation analysis, the consistency was validated for miR346 and miR134 but not for miR934. At the second step, using miR346 and miR134 as internal controls, we observed that as the numbers of freeze/thaw cycles increased, levels of both miR346 and miR134 were significantly decreased (Ptrend & lt; 0.0001); varying other processing and storage conditions did not affect miRNA levels. In the paralleled analysis in plasma samples, levels of miR16 were significantly decreased by increasing processing delay and increasing numbers of freeze/thaw cycles but not affected by storage condition and duration. The results from this study highlight the necessity of biospecimen-focused research on circulating microRNAs before clinical utilization. See all the articles in this CEBP Focus section, “Biomarkers, Biospecimens, and New Technologies in Molecular Epidemiology.” Cancer Epidemiol Biomarkers Prev; 23(12); 2643–8. ©2014 AACR.
    Type of Medium: Online Resource
    ISSN: 1055-9965 , 1538-7755
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2014
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  • 6
    Online Resource
    Online Resource
    Oxford University Press (OUP) ; 2015
    In:  Briefings in Bioinformatics Vol. 16, No. 4 ( 2015-07), p. 549-562
    In: Briefings in Bioinformatics, Oxford University Press (OUP), Vol. 16, No. 4 ( 2015-07), p. 549-562
    Type of Medium: Online Resource
    ISSN: 1467-5463 , 1477-4054
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2015
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    SSG: 12
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  • 7
    In: npj Breast Cancer, Springer Science and Business Media LLC, Vol. 8, No. 1 ( 2022-03-23)
    Abstract: Few germline genetic variants have been robustly linked with breast cancer outcomes. We conducted trans-ethnic meta genome-wide association study (GWAS) of overall survival (OS) in 3973 breast cancer patients from the Pathways Study, one of the largest prospective breast cancer survivor cohorts. A locus spanning the UACA gene, a key regulator of tumor suppressor Par-4, was associated with OS in patients taking Par-4 dependent chemotherapies, including anthracyclines and anti-HER2 therapy, at a genome-wide significance level ( $$P = 1.27 \times 10^{ - 9}$$ P = 1.27 × 1 0 − 9 ). This association was confirmed in meta-analysis across four independent prospective breast cancer cohorts (combined hazard ratio = 1.84, $$P = 1.28 \times 10^{ - 11}$$ P = 1.28 × 1 0 − 11 ). Transcriptome-wide association study revealed higher UACA gene expression was significantly associated with worse OS ( $$P = 4.68 \times 10^{ - 7}$$ P = 4.68 × 1 0 − 7 ). Our study identified the UACA locus as a genetic predictor of patient outcome following treatment with anthracyclines and/or anti-HER2 therapy, which may have clinical utility in formulating appropriate treatment strategies for breast cancer patients based on their genetic makeup.
    Type of Medium: Online Resource
    ISSN: 2374-4677
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2022
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  • 8
    In: npj Breast Cancer, Springer Science and Business Media LLC, Vol. 10, No. 1 ( 2024-01-20)
    Abstract: Identifying women at high risk of osteoporotic fracture from aromatase inhibitor (AI) therapy for breast cancer is largely based on known risk factors for healthy postmenopausal women, which might not accurately reflect the risk in breast cancer patients post-AI therapy. To determine whether a polygenic score associated with fracture in healthy women is also significant in women treated with AIs for breast cancer, we used data from a prospective observational cohort of 2152 women diagnosed with hormonal receptor positive breast cancer treated with AIs as the initial endocrine therapy and examined a polygenic score of heel quantitative ultrasound speed of sound (gSOS) in relation to incident osteoporotic fracture after AI therapy during a median 6.1 years of follow up after AI initiation. In multivariable models, patients with the second and third highest tertiles (T) versus the lowest tertile of gSOS had significantly lower risk of fracture (T2: adjusted HR = 0.61, 95% CI: 0.46-0.80; T3: adjusted HR = 0.53, 95% CI: 0.40-0.70). The lower risk of fracture in patients with the highest tertile of gSOS remained significant after further adjustment for BMD at the hip (T3: adjusted HR = 0.62, 95% CI: 0.42-0.91). In conclusion, our analysis showed gSOS as a novel genetic predictor for fracture risk independent of BMD among breast cancer patients treated with AIs. Future studies are warranted to evaluate the performance of incorporating gSOS in prediction models for the risk of AI-related fracture in breast cancer patients.
    Type of Medium: Online Resource
    ISSN: 2374-4677
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2024
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  • 9
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 81, No. 4_Supplement ( 2021-02-15), p. GS2-05-GS2-05
    Abstract: Prior studies suggest a strong genetic influence on breast cancer prognosis. Six genome-wide association studies (GWAS) on breast cancer prognosis have been published to date. However, none of the reported loci was replicated across studies and only two passed genome-wide significance (P & lt; 5 x 10-8). In the Pathways Study, a prospective cohort of breast cancer survivors begun in Kaiser Permanente Northern California (KPNC) in 2006, we carried out a GWAS of overall survival (OS) in 3,973 patients. Trans-ethnic meta-GWAS identified an association with OS of a locus on chromosome 15 that almost reached genome-wide significance (P = 9.42 x 10-8). This locus spanned the UACA gene, a key regulator of tumor suppressor Par-4. We found that receipt of chemotherapy modified the effect of the UACA locus on OS (Pinteraction = 2.4 x 10-4). This observation led us to hypothesize that the UACA locus effect on OS may be specific to Par-4 dependent chemotherapies, which include anti-HER2 therapy and doxorubicin. We stratified patients into two groups, those who received Par-4 dependent chemotherapy agents versus other patients. In separate trans-ethnic meta-GWAS, the UACA locus was significantly associated with OS in patients taking Par-4 dependent chemotherapies (P = 1.27 x 10-9), while no association was observed in the other patients (P = 0.21). To evaluate whether the UACA gene may be responsible for this association, we performed a transcriptome-wide association study (TWAS) of OS in White patients taking Par-4 dependent chemotherapies. Higher UACA gene expression was significantly associated with OS (P = 4.68 x 10-7), the only gene reaching transcriptome-wide significance (P & lt; 4.34 x 10-6). These results suggest that higher UACA expression may inhibit Par-4 induced apoptosis and lead to stronger chemoresistance and worse survival. We attempted to validate our findings in the independent KPNC Genetic Epidemiology Research on Aging (GERA) cohort. The GERA cohort included only 168 White patients with incident breast cancer after DNA collection who received Par-4 dependent chemotherapies. We found a non-significant association (hazard ratio (HR) = 1.46, P = 0.66) consistent with Pathways Study findings. However, the GERA cohort also included 1,983 prevalent breast cancer patients with biospecimen collection after diagnosis. In this group, the risk allele frequency in breast cancer survivors receiving Par-4 dependent chemotherapies was significantly lower than that in the White population (P = 5.50 x 10-3) while the risk allele frequency in the those not receiving these chemotherapies was similar to the population (P = 0.07). This is consistent with Pathways Study observations that the UACA locus risk allele significantly increased risk of mortality in patients taking Par-4 dependent chemotherapies. A higher mortality in breast cancer survivors carrying the risk allele would result in decreased risk allele frequency. We further validated our findings in Shanghai Breast Cancer Survival Study (SBCSS)and Shanghai Breast Cancer Study, which were conducted from 1996 to 2006 in urban Shanghai and recruited 5,575 breast cancer patients. In this independent Asian breast cancer population, the UACA locus was modestly associated with OS in the overall population (HR = 1.18, P = 0.012), and more significantly in 1,289 SBCSS patients who received anthracyclines (HR = 1.66, P = 1.55 x 10-4). This is the first human study suggesting the Par-4 pathway affects breast cancer patient survival with UACA a key modulator of treatment outcomes by anti-Her2 therapy and doxorubicin. Our findings suggest a path toward new predictive pharmacogenetic markers for personalized medicine targeting the Par-4 pathway for breast cancer treatment. Citation Format: Lawrence H Kushi, Qianqian Zhu, Emily Schultz, Jirong Long, Janise M Roh, Emily Valice, Cecile A Laurent, Li Yan, Isaac J Ergas, Warren Davis, Dilrini K Ranatunga, Marilyn L Kwan, Ping-Ping Bao, Wei Zheng, Xiao-Ou Shu, Christine B Ambrosone, Song Yao. Genome-wide association study identifies UACA as a modulator of breast cancer chemoresistance and survival [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr GS2-05.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2021
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  • 10
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 75, No. 15_Supplement ( 2015-08-01), p. 2794-2794
    Abstract: Background: Experimental studies support anti-tumor properties of vitamin D for breast cancer (BC), which have yet to be conclusively demonstrated in epidemiological studies. Common genetic variations in the vitamin D-related pathways have also been studied with BC risk, mostly in populations of European ancestry. Studies in populations of African ancestry (AA), known for a high prevalence of vitamin D deficiency due to high skin pigmentation, have been sparse. Methods: We examined 69 genes from three vitamin D-related pathways: vitamin D metabolism and signaling, pigmentation synthesis and metabolism, and UV exposure response in the African American Breast Cancer Epidemiology and Risk (AMBER) Consortium. Tagging single nucleotide polymorphisms (SNPs) were selected and genotyped in a customized Illumina Exome Array, followed by systematic imputation using 1000 Genomes haplotypes. The analytical dataset included 25,295 variants with a minor allele frequency (MAF) of 0.006 or above from the targeted genetic regions in 3,663 breast cancer cases and 4,687 controls. Odds ratios (OR) were derived from multivariable logistic regression models for risk associated with overall BC as well as by estrogen receptor (ER) status (1,983 ER positive and 1,098 ER negative). Case-case analyses were also performed. Results: Among the three vitamin D-related pathways, genes involved in UV exposure response appear to be the top ones associated with BC risk overall and by ER status. The most significant genes in this pathway included: REV1 for overall BC (OR for the T allele of rs9308822 = 0.86, p = 1e-4), similar for both ER+ and ER- BC; ERCC6 for ER-positive BC (OR for the T allele of rs114723899 = 0.62, p = 4e-5); and DDB2 for ER-negative BC (OR for the G allele of rs4647707 = 1.26, p = 4e-5). For the skin pigmentation pathway, the most significant genes were SLC24A2 with ER-negative BC (top SNP rs4900134 p = 1e-4), and OCA2 associated with ER-negative vs. ER-positive status (top SNP rs144465989 p = 6e-5). For the vitamin D metabolism and signaling pathway, the most significant gene was CASR associated with ER-negative vs. ER-positive status (top SNP rs112594756 p = 7e-5). Only one of the commonly studied VDR SNPs, ApaI or rs7975232, was marginally associated with ER-positive BC (OR = 1.11, p = 0.05) in this study of AA women. Gene-level and pathway-level analyses and for multiple testing correction are ongoing. Conclusion: In a comprehensive study of vitamin D-related genetic variations in AA women, we found several genes involved in UV exposure response most significantly associated with BC risk overall and by ER status. Because those genes are also involved in DNA damage and repair pathways, findings should be interpreted with caution due to their roles in cutaneous synthesis of vitamin D. Citation Format: Song Yao, Chi-Chen Hong, Kathryn Lunetta, Stephen Haddad, Edward Ruiz-Narvaez, Qiang Hu, Qianqian Zhu, Song Liu, Lara Sucheston-Campbell, Christopher Haiman, Andrew Olshan, Julie Palmer, Christine Ambrosone. Genetic variations in vitamin D-related pathways and breast cancer risk in African American women. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 2794. doi:10.1158/1538-7445.AM2015-2794
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2015
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