Bo Qin, Madhir Vyas, Steven C Moore, Xiaoyang Su, Eileen P White, Coral Omene, Tengteng Wang, Mi-Hyeon Jang, Kitaw Demissie, Chi-Chen Hong, Elisa V Bandera
{"title":"在一项以人群为基础的黑人乳腺癌幸存者队列中,1年内血浆代谢组的可重复性","authors":"Bo Qin, Madhir Vyas, Steven C Moore, Xiaoyang Su, Eileen P White, Coral Omene, Tengteng Wang, Mi-Hyeon Jang, Kitaw Demissie, Chi-Chen Hong, Elisa V Bandera","doi":"10.1158/1055-9965.EPI-24-1646","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The metabolomics approach using blood samples from epidemiologic studies has the potential to elucidate pathways or uncover biomarkers for breast cancer outcomes. Therefore, understanding the within-person reproducibility of the blood metabolome and the factors that influence metabolite levels over time in breast cancer survivors are crucial, but these remain largely unknown.</p><p><strong>Methods: </strong>We estimated the within-person reproducibility of plasma metabolites in 61 Black breast cancer survivors from the Women's Circle of Health Follow-Up Study. Samples were collected from each participant at two time points, approximately 2 and 3 years after diagnosis. Untargeted metabolomic profiles were analyzed by Metabolon using ultrahigh-performance LC/MS-MS. We calculated the intraclass correlation coefficients (ICC) for each metabolite by dividing the between-person variance by the total variance. ICCs were compared across preanalytic factors (e.g., fasting) and participant characteristics using the Wilcoxon test.</p><p><strong>Results: </strong>Among 857 named metabolites, the median ICC was 0.58 (IQR: 0.44-0.70). Of the metabolites, 16.6% showed high within-person reproducibility (ICC ≥ 0.75), spanning all metabolite classes, whereas 65.6% had an ICC within 0.4 to 0.75, and 17.9% had an ICC < 0.4. Reasonable ICCs were also observed for nonfasting samples (median 0.53, IQR: 0.39-0.67), although lower than those for fasting samples (median 0.63, IQR: 0.45-0.77). ICCs were slightly lower in younger, nonobese participants and in women with estrogen receptor-positive breast cancer.</p><p><strong>Conclusions: </strong>The within-person reproducibility of plasma metabolites over 1 year among breast cancer survivors was generally acceptable.</p><p><strong>Impact: </strong>A single-timepoint measurement could be useful in evaluating associations between metabolites and breast cancer outcomes.</p>","PeriodicalId":9458,"journal":{"name":"Cancer Epidemiology Biomarkers & Prevention","volume":" ","pages":"914-921"},"PeriodicalIF":3.4000,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12130800/pdf/","citationCount":"0","resultStr":"{\"title\":\"Reproducibility of Plasma Metabolome over 1 Year in a Population-Based Cohort of Black Breast Cancer Survivors.\",\"authors\":\"Bo Qin, Madhir Vyas, Steven C Moore, Xiaoyang Su, Eileen P White, Coral Omene, Tengteng Wang, Mi-Hyeon Jang, Kitaw Demissie, Chi-Chen Hong, Elisa V Bandera\",\"doi\":\"10.1158/1055-9965.EPI-24-1646\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The metabolomics approach using blood samples from epidemiologic studies has the potential to elucidate pathways or uncover biomarkers for breast cancer outcomes. Therefore, understanding the within-person reproducibility of the blood metabolome and the factors that influence metabolite levels over time in breast cancer survivors are crucial, but these remain largely unknown.</p><p><strong>Methods: </strong>We estimated the within-person reproducibility of plasma metabolites in 61 Black breast cancer survivors from the Women's Circle of Health Follow-Up Study. Samples were collected from each participant at two time points, approximately 2 and 3 years after diagnosis. Untargeted metabolomic profiles were analyzed by Metabolon using ultrahigh-performance LC/MS-MS. We calculated the intraclass correlation coefficients (ICC) for each metabolite by dividing the between-person variance by the total variance. ICCs were compared across preanalytic factors (e.g., fasting) and participant characteristics using the Wilcoxon test.</p><p><strong>Results: </strong>Among 857 named metabolites, the median ICC was 0.58 (IQR: 0.44-0.70). Of the metabolites, 16.6% showed high within-person reproducibility (ICC ≥ 0.75), spanning all metabolite classes, whereas 65.6% had an ICC within 0.4 to 0.75, and 17.9% had an ICC < 0.4. Reasonable ICCs were also observed for nonfasting samples (median 0.53, IQR: 0.39-0.67), although lower than those for fasting samples (median 0.63, IQR: 0.45-0.77). ICCs were slightly lower in younger, nonobese participants and in women with estrogen receptor-positive breast cancer.</p><p><strong>Conclusions: </strong>The within-person reproducibility of plasma metabolites over 1 year among breast cancer survivors was generally acceptable.</p><p><strong>Impact: </strong>A single-timepoint measurement could be useful in evaluating associations between metabolites and breast cancer outcomes.</p>\",\"PeriodicalId\":9458,\"journal\":{\"name\":\"Cancer Epidemiology Biomarkers & Prevention\",\"volume\":\" \",\"pages\":\"914-921\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12130800/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer Epidemiology Biomarkers & Prevention\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1158/1055-9965.EPI-24-1646\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Epidemiology Biomarkers & Prevention","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1158/1055-9965.EPI-24-1646","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
Reproducibility of Plasma Metabolome over 1 Year in a Population-Based Cohort of Black Breast Cancer Survivors.
Background: The metabolomics approach using blood samples from epidemiologic studies has the potential to elucidate pathways or uncover biomarkers for breast cancer outcomes. Therefore, understanding the within-person reproducibility of the blood metabolome and the factors that influence metabolite levels over time in breast cancer survivors are crucial, but these remain largely unknown.
Methods: We estimated the within-person reproducibility of plasma metabolites in 61 Black breast cancer survivors from the Women's Circle of Health Follow-Up Study. Samples were collected from each participant at two time points, approximately 2 and 3 years after diagnosis. Untargeted metabolomic profiles were analyzed by Metabolon using ultrahigh-performance LC/MS-MS. We calculated the intraclass correlation coefficients (ICC) for each metabolite by dividing the between-person variance by the total variance. ICCs were compared across preanalytic factors (e.g., fasting) and participant characteristics using the Wilcoxon test.
Results: Among 857 named metabolites, the median ICC was 0.58 (IQR: 0.44-0.70). Of the metabolites, 16.6% showed high within-person reproducibility (ICC ≥ 0.75), spanning all metabolite classes, whereas 65.6% had an ICC within 0.4 to 0.75, and 17.9% had an ICC < 0.4. Reasonable ICCs were also observed for nonfasting samples (median 0.53, IQR: 0.39-0.67), although lower than those for fasting samples (median 0.63, IQR: 0.45-0.77). ICCs were slightly lower in younger, nonobese participants and in women with estrogen receptor-positive breast cancer.
Conclusions: The within-person reproducibility of plasma metabolites over 1 year among breast cancer survivors was generally acceptable.
Impact: A single-timepoint measurement could be useful in evaluating associations between metabolites and breast cancer outcomes.
期刊介绍:
Cancer Epidemiology, Biomarkers & Prevention publishes original peer-reviewed, population-based research on cancer etiology, prevention, surveillance, and survivorship. The following topics are of special interest: descriptive, analytical, and molecular epidemiology; biomarkers including assay development, validation, and application; chemoprevention and other types of prevention research in the context of descriptive and observational studies; the role of behavioral factors in cancer etiology and prevention; survivorship studies; risk factors; implementation science and cancer care delivery; and the science of cancer health disparities. Besides welcoming manuscripts that address individual subjects in any of the relevant disciplines, CEBP editors encourage the submission of manuscripts with a transdisciplinary approach.