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Characterization of the Biological Variability of the Angiome Biomarkers over Time in Healthy Participants.

Publication ,  Journal Article
Liu, Y; Li, J; Lyu, J; Howard, LE; Sibley, AB; Starr, MD; Brady, JC; Arrowood, C; Kohn, EC; Ivy, SP; Hurwitz, HI; Abbruzzese, JL; Owzar, K; Nixon, AB
Published in: Cancer Epidemiol Biomarkers Prev
January 9, 2025

BACKGROUND: Biomarker analyses are an integral part of cancer research. Despite the intense efforts to identify and characterize biomarkers in patients with cancer, little is known regarding the natural variation of biomarkers in healthy populations. Here we conducted a clinical study to evaluate the natural variability of biomarkers over time in healthy participants. METHODS: The angiome multiplex array, a panel of 25 circulating protein biomarkers, was assessed in 28 healthy participants across eight timepoints over the span of 60 days. We utilized the intraclass correlation coefficient (ICC) to quantify the reliability of the biomarkers. Adjusted ICC values were calculated under the framework of a linear mixed-effects model, taking into consideration age, sex, body mass index, fasting status, and sampling factors. RESULTS: ICC was calculated to determine the reliability of each biomarker. Hepatocyte growth factor was the most stable marker (ICC = 0.973), while platelet-derived growth factor (PDGF)-BB was the most variable marker (ICC = 0.167). In total, ICC analyses revealed that 22 out of 25 measured biomarkers display good (≥0.4) to excellent (>0.75) ICC values. Three markers (PDGF-BB, TGFβ1, PDGF-AA) had ICC values <0.4. Greater age was associated with higher IL6 (P = 0.0114). Higher body mass index was associated with higher levels of IL6 (P = 0.0003) and VEGF-R3 (P = 0.0045). CONCLUSIONS: Of the 25 protein biomarkers measured over this short time period, 22 markers were found to have good or excellent ICC values, providing additional validation for this biomarker assay. IMPACT: These data further support the validation of the angiome biomarker assay and its application as an integrated biomarker in clinical trial testing.

Duke Scholars

Published In

Cancer Epidemiol Biomarkers Prev

DOI

EISSN

1538-7755

Publication Date

January 9, 2025

Volume

34

Issue

1

Start / End Page

93 / 99

Location

United States

Related Subject Headings

  • Young Adult
  • Middle Aged
  • Male
  • Humans
  • Healthy Volunteers
  • Female
  • Epidemiology
  • Biomarkers, Tumor
  • Biomarkers
  • Adult
 

Citation

APA
Chicago
ICMJE
MLA
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Liu, Y., Li, J., Lyu, J., Howard, L. E., Sibley, A. B., Starr, M. D., … Nixon, A. B. (2025). Characterization of the Biological Variability of the Angiome Biomarkers over Time in Healthy Participants. Cancer Epidemiol Biomarkers Prev, 34(1), 93–99. https://doi.org/10.1158/1055-9965.EPI-24-0644
Liu, Yingmiao, Jiatong Li, Jing Lyu, Lauren E. Howard, Alexander B. Sibley, Mark D. Starr, John C. Brady, et al. “Characterization of the Biological Variability of the Angiome Biomarkers over Time in Healthy Participants.Cancer Epidemiol Biomarkers Prev 34, no. 1 (January 9, 2025): 93–99. https://doi.org/10.1158/1055-9965.EPI-24-0644.
Liu Y, Li J, Lyu J, Howard LE, Sibley AB, Starr MD, et al. Characterization of the Biological Variability of the Angiome Biomarkers over Time in Healthy Participants. Cancer Epidemiol Biomarkers Prev. 2025 Jan 9;34(1):93–9.
Liu, Yingmiao, et al. “Characterization of the Biological Variability of the Angiome Biomarkers over Time in Healthy Participants.Cancer Epidemiol Biomarkers Prev, vol. 34, no. 1, Jan. 2025, pp. 93–99. Pubmed, doi:10.1158/1055-9965.EPI-24-0644.
Liu Y, Li J, Lyu J, Howard LE, Sibley AB, Starr MD, Brady JC, Arrowood C, Kohn EC, Ivy SP, Hurwitz HI, Abbruzzese JL, Owzar K, Nixon AB. Characterization of the Biological Variability of the Angiome Biomarkers over Time in Healthy Participants. Cancer Epidemiol Biomarkers Prev. 2025 Jan 9;34(1):93–99.

Published In

Cancer Epidemiol Biomarkers Prev

DOI

EISSN

1538-7755

Publication Date

January 9, 2025

Volume

34

Issue

1

Start / End Page

93 / 99

Location

United States

Related Subject Headings

  • Young Adult
  • Middle Aged
  • Male
  • Humans
  • Healthy Volunteers
  • Female
  • Epidemiology
  • Biomarkers, Tumor
  • Biomarkers
  • Adult