Menstrual Phase and Menopausal Status Classification of Benign Breast Tissue Using Hormone-Regulated Gene Expression and Histomorphology: A Validation Study.
Abstract
[BACKGROUND] The validation of breast cancer risk biomarkers in benign breast samples (BBS) is a long-sought goal, hampered by the fluctuation of gene and protein expression with menstrual phase (MP) and menopausal status (MS). Previously, we identified hormone-related gene expression and histomorphology parameters to classify BBS by MS/MP. We now evaluate both together, to validate our prior results.
[PATIENTS AND METHODS] BBS were obtained from consenting women (86 premenopausal, 55 postmenopausal) undergoing reduction mammoplasty (RM) or contralateral unaffected breast (CUB) mastectomy. MP/MS was defined using classical criteria for menstrual dates and hormone levels on the day of surgery. BBS gene expression was measured with reverse transcription quantitative polymerase chain reaction (RT-qPCR) for three luteal phase (LP) genes (TNFSF11, DIO2, MYBPC1) and four menopausal genes (PGR, GREB1, TIFF1, CCND1). Premenopausal samples were classified into LP or non-LP, using published histomorphology parameters. Logistic regression and receiver-operator curve analysis was performed to assess area under the curve (AUC) for prediction of MP/MS.
[RESULTS] In all 131 women, menopausal genes plus age > 50 years predicted true MS [AUC 0.93, 95% confidence interval (CI) 0.89, 0.97]. Among premenopausal women, high TNFSF11 expression distinguished non-LP from LP samples (AUC 0.80, 95% CI 0.70, 0.91); the addition of histomorphology improved the prediction nonsignificantly (AUC 0.87, 95% CI 0.78, 0.96). In premenopausal subsets, addition of histomorphology improved LP prediction in RM (AUC 0.95, 95% CI 0.87, 1.0), but not in CUB (0.84, 95% CI 0.72, 0.96).
[CONCLUSIONS] Expression of five-gene set accurately predicts menopausal status and menstrual phase in BBS, facilitating the development of breast cancer risk biomarkers using large, archived sample repositories.
[PATIENTS AND METHODS] BBS were obtained from consenting women (86 premenopausal, 55 postmenopausal) undergoing reduction mammoplasty (RM) or contralateral unaffected breast (CUB) mastectomy. MP/MS was defined using classical criteria for menstrual dates and hormone levels on the day of surgery. BBS gene expression was measured with reverse transcription quantitative polymerase chain reaction (RT-qPCR) for three luteal phase (LP) genes (TNFSF11, DIO2, MYBPC1) and four menopausal genes (PGR, GREB1, TIFF1, CCND1). Premenopausal samples were classified into LP or non-LP, using published histomorphology parameters. Logistic regression and receiver-operator curve analysis was performed to assess area under the curve (AUC) for prediction of MP/MS.
[RESULTS] In all 131 women, menopausal genes plus age > 50 years predicted true MS [AUC 0.93, 95% confidence interval (CI) 0.89, 0.97]. Among premenopausal women, high TNFSF11 expression distinguished non-LP from LP samples (AUC 0.80, 95% CI 0.70, 0.91); the addition of histomorphology improved the prediction nonsignificantly (AUC 0.87, 95% CI 0.78, 0.96). In premenopausal subsets, addition of histomorphology improved LP prediction in RM (AUC 0.95, 95% CI 0.87, 1.0), but not in CUB (0.84, 95% CI 0.72, 0.96).
[CONCLUSIONS] Expression of five-gene set accurately predicts menopausal status and menstrual phase in BBS, facilitating the development of breast cancer risk biomarkers using large, archived sample repositories.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 해부 | breast
|
유방 | dict | 5 | |
| 시술 | reduction mammoplasty
|
유방성형술 | dict | 1 | |
| 약물 | BBS
→ benign breast samples
|
scispacy | 1 | ||
| 약물 | [BACKGROUND]
|
scispacy | 1 | ||
| 약물 | [RESULTS]
|
scispacy | 1 | ||
| 약물 | [CONCLUSIONS]
|
scispacy | 1 | ||
| 질환 | breast cancer
|
C0006142
Malignant neoplasm of breast
|
scispacy | 1 | |
| 질환 | BBS
→ benign breast samples
|
scispacy | 1 | ||
| 질환 | Benign Breast Tissue
|
scispacy | 1 | ||
| 질환 | benign breast samples
|
scispacy | 1 | ||
| 질환 | Premenopausal samples
|
scispacy | 1 | ||
| 질환 | premenopausal
|
scispacy | 1 | ||
| 기타 | BBS
→ benign breast samples
|
scispacy | 1 | ||
| 기타 | women
|
scispacy | 1 | ||
| 기타 | CUB
→ contralateral unaffected breast
|
scispacy | 1 | ||
| 기타 | luteal
|
scispacy | 1 | ||
| 기타 | TNFSF11
|
scispacy | 1 | ||
| 기타 | DIO2
|
scispacy | 1 | ||
| 기타 | MYBPC1
|
scispacy | 1 | ||
| 기타 | PGR
|
scispacy | 1 | ||
| 기타 | GREB1
|
scispacy | 1 | ||
| 기타 | TIFF1
|
scispacy | 1 | ||
| 기타 | CCND1
|
scispacy | 1 | ||
| 기타 | MP/MS
|
scispacy | 1 |
MeSH Terms
Female; Humans; Middle Aged; Breast Neoplasms; Mastectomy; Menopause; Hormones; Gene Expression; Biomarkers
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