NIH, National Cancer Institute, Division of Cancer Treatment and Diagnosis (DCTD) NIH - National Institutes of Health National Cancer Institute DCTD - Division of Cancer Treatment and Diagnosis

Analytical and preanalytical biases in serum proteomic pattern analysis for breast cancer diagnosis.

Author(s): Karsan A, Eigl BJ, Flibotte S, Gelmon K, Switzer P, Hassell P, Harrison D, Law J, Hayes M, Stillwell M, Xiao Z, Conrads TP, Veenstra T

Publication: Clin Chem, 2005, Vol. 51, Page 1525-8

PubMed ID: 15951319 PubMed Review Paper? No

Purpose of Paper

The purpose of this paper was to assess the influence of preanalytical (specimen collection source) and analytical processing (day of analysis) variables on the spectral profile of serum by comparing specimens obtained from three clinics and processed and analyzed by SELDI-TOF MS on different days.

Conclusion of Paper

The authors conclude that the biases associated with sample source, and day of processing and SELDI-TOF analysis were significant, distinguishable by machine learning algorithms, and capable of eclipsing potential cancer-specific profile variations.

Studies

  1. Study Purpose

    The purpose of this study was to assess the influence of preanalytical (specimen collection source) and analytical processing (day of analysis) variables on the spectral profile of serum by comparing specimens obtained from three clinics and processed and analyzed by SELDI-TOF MS on different days. Blood specimens were collected from patients diagnosed with breast cancer or a benign growth.

    Summary of Findings:

    Two SELDI-TOF analytical machine learning algorithms were unsuccessful in differentiating serum specimens based on cancer status (carcinoma versus benign), but successfully segregated specimens based on the clinic that collected the specimen, the day the chip was prepared, and the day the chip was read.

    Biospecimens
    Preservative Types
    • Frozen
    Diagnoses:
    • Neoplastic - Carcinoma
    • Neoplastic - Benign
    Platform:
    AnalyteTechnology Platform
    Protein SELDI-TOF MS
    Pre-analytical Factors:
    ClassificationPre-analytical FactorValue(s)
    Preaquisition Diagnosis/ patient condition Breast cancer
    Benign
    Biospecimen Acquisition Method of fluid acquisition Clinic dependent phlebotomy methodology (unspecified)
    Biospecimen Acquisition Locale of biospecimen collection 3 separate medical clinics

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