Winham, SJ

Abstract Background: Despite a paucity of data on the benign breast transcriptome, reduction mammoplasty tissue is commonly used as a control for RNA biomarker discovery in breast cancer (BC). We evaluated the transcriptome of benign breast to characterize pre-menopausal and post-menopausal coding and non-coding RNA profiles. These profiles will provide insight into the metabolic landscape of benign breast and inform transcriptomic studies of BC and peri-tumoral microenvironments. Methods: With institutional approval, cryobanked fresh breast tissues from reduction mammoplasties (age 15-62y; follow-up: 4-10 y with no cancer events), with histologically-confirmed benign tissues with similar epithelial: stromal tissues were grouped into 4 age sets (< 30y, N=10; 30-39y, N=11; 40-49y, N=10; ≥50y (clinically post-menopausal), N=10). Following RNA extraction, library preparation (Illumina TruSeq Stranded mRNA kit), and sequencing (Illumina HiSeq 4000), reads were processed (MAP-RSeq v3.0.0) and aligned (STAR aligner; hg38). Differential expression (DE) analysis (edgeR 2.6.2) identified DE genes from normalized RPKM reads (absolute log2 fold change (FC) > 1 and false discovery rate (FDR) < 0.10), corrected for intra-group biases using medians (absolute FC cut-off of >1.5). Over-representation analysis [Ingenuity pathway analysis (IPA), Ingenuity® Systems] and gene set enrichment analysis [(GSEA), GeneTrail 2.0] identified significantly-enriched pathways. Results: Across the 4 age sets, 561 DE genes were identified. Compared to the post-menopausal (PM) set, the number of DE genes was highest in <30 y set (N= 372) and decreased with increasing age (N= 170, age 30-39 set and N=20, age 40-49 set), generating up-regulated (PMup) and down-regulated (PMdown) PM transcriptomic profiles. The top PMdown DE genes included RANKL, WNT4, MKI67, extracellular matrix, and lactation-related genes (lactoferrin ,MUC4, MUC16, p < 0.01). Top PMdown canonical pathways were cell cycle-related (CDK1, CCNA2, CCNB2, ESPL1, TOP2A)(p< 0.001). Top PMup genes included those involved in adipogenesis, NPY1R, NPY2R, unsaturated fatty acid synthesis and eicosanoid signaling (P< 0.001). Top PMup canonical pathways included acyl co-A hydrolysis, stearate biosynthesis, acute phase response and RXR signaling (P < 0.001). GSEA of the entire gene set (N=15,466; ranked in order of 561 DE genes) identified 16 significant pathways, functionally grouped as mitochondrial energy metabolism, proteasome, and unsaturated fatty acid biosynthesis and signaling (PPAR pathway). While coding RNAs comprised 85% of DE transcripts, lncRNA comprised ˜5%. Top DE lncRNAs and precursor miRNAs included MEG3, a tumor suppressor, LIN00092, miR22 and miR1182 (p < 0.0001). Conclusions: Pre and post-menopausal benign breast tissues have distinctive transcriptomic profiles. PM benign breast has down-regulated proliferation/cell-cycle-related pathways, and up-regulated genes in mitochondrial energy pathways, lipogenesis and inflammatory pathways. Notably, many of the top DE coding and non-coding RNAs in PM benign breast have been implicated in BC progression, highlighting their value in better understanding breast carcinogenesis and the need to characterize their functional roles in normal aging and menopause. Citation Format: Carter JM, Nair AA, Davila JI, Heinzen EP, Hoskin TL, Winham SJ, Radisky DC, Degnim AC, Visscher DW. Distinctive coding and non-coding RNA profiles of pre-menopausal and post-menopausal benign breast [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P5-06-01.

Abstract Background: Differences in ER+ and ER- breast cancer tumor biology are well-documented, but little is known about the field of background benign breast in which those cancers arise. We evaluated the transcriptome of benign breast tissues from women with concurrent ipsilateral ER+ and ER- breast cancers (BC) to characterize coding and non-coding RNA profiles. This pilot study provides insight into the transcriptomic landscapes of benign breast tissues in patients with BC, and the microenvironment of the at-risk benign tissue. Methods: With institutional approval, cryobanked breast tissues from patients with concurrent ipsilateral ER+ BC (benign ER+BC, N=14) or ER- BC (benign ER-BC, N=10), were selected for benign tissues with similar epithelial:stromal ratios and grouped into pre (preM) and post-menopausal (PM) groups. Following RNA sequencing (Illumina TruSeq Stranded mRNA kit & Illumina HiSeq 4000), reads were processed (MAP-RSeq v3.0.0) and aligned (STAR aligner; hg38). Differential expression (DE) analysis (edgeR 2.6.2) identified DE genes from normalized RPKM reads (absolute log2 fold change (FC) > 1 and false discovery rate (FDR) < 0.10), corrected for intra-group biases. Over-representation analysis [Ingenuity pathway analysis (IPA), Ingenuity® Systems] and gene set enrichment analysis [(GSEA), GeneTrail 2.0] identified significantly-enriched pathways. Results: In the PM group, there were 144 DE transcripts between benign ER+BC and benign ER-BC, including coding RNAs (40%), antisense RNAs (35%) and lncRNAs (7%). In contrast, the preM group had no significantly DE genes between benign ER+BC and benign ER-BC. In the PM DE coding gene set, the top DE transcripts in benign ER+BC included many genes implicated in BC development# or ER+ BC progression (*) (e.g. up-regulated: KAAG1*, DNAJB7/HSP40*, TMEM151B, ZBTB32# p < 0.001 ; down-regulated: CPB1*, FOS, TPPP3#, CLEC3B#p < 0.001). Top canonical pathways altered in benign ER+BC included MAPK, PI3K, and acute phase response pathways (p<0.05). GSEA of the entire gene set (N=15,223; ranked in order of 144 DE genes) identified 72 altered pathways (P < 0.005); those with the highest normalization enrichment scores (NES) (> 0.4) functionally grouped as immune function-related (T cell function and antigen presentation). Depleted pathways with NES > 0.4, (N=6) functionally grouped into proteasome-related, fatty acid biosynthesis and mitochondrial energy metabolism. Among the non-coding DE gene set, notably, the entire DE antisense RNA gene set (N=51 transcripts) was up-regulated in benign ER+ BC compared to benign ER-BC (P< 0.001) with a subset (N=11) showing marked up-regulation (> 4 log2FC). Among the DE antisense RNAs, 70% have reported roles in carcinogenesis or BC progression (e.g. KRT7-AS, NAV2-AS2, CCDC144NL-AS1, RP11-66B24.4, HSA-MIR4454). Conclusion: The benign breast transcriptome differs between postmenopausal women with ER+ vs ER- BC, with distinctive coding and non-coding RNA signatures. In postmenopausal women with ER+ BC, benign breast expresses a unique antisense RNA set and is enriched in genes implicated in BC development or progression. These data provide insight into at-risk benign breast and facilitate identification of potential biomarkers of carcinogenesis. Citation Format: Carter JM, Nair AA, Davila JI, Heinzen EP, Hoskin TL, Winham SJ, Radisky DC, Visscher DW, Degnim AC. A unique coding and non-coding benign breast transcriptome in post-menopausal ER+ breast cancer [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P3-08-10.

Abstract Background Women with benign breast disease (BBD) have an increased risk for breast cancer (BC). Almost 30% of all BCs develop in women with prior BBD. Information about the features of the expected BCs after BBD would enable individualized surveillance and prevention strategies for these women. We sought to characterize BCs developing in a large cohort of women with BBD. Methods Our cohort includes 13,485 women who underwent breast biopsy for mammographic or palpable concern between 1967-2001. Biopsy slides were reviewed and classified as nonproliferative (NP), proliferative disease without atypia (PDWA), or atypical hyperplasia (AH). BCs were identified by follow-up questionnaires, medical records, and Tumor Registry data. BC tissues were obtained and reviewed. Results With a median follow-up of 15.8 years, 1273 women developed BC. Most BCs were invasive (81%), among which 61% were ductal, 13% mixed ductal/lobular, and 14% lobular. Two thirds were intermediate or high-grade, and 29% were node positive. Cancer characteristics were similar across the three histologic categories of BBD, with similar frequency of DCIS and invasive disease, tumor size, time to invasive BC, histologic type of BC, nodal positivity and HER2 positivity. Women with AH had a higher frequency of ER+ BC (91%) vs women with PD (80%) or NP (85%), p=0.02. Conclusion A substantial proportion of all BCs develop in women with prior BBD. We show that the majority of BCs after BBD are invasive tumors of ductal type, with a substantial proportion node positive. 84% of cancers were ER-positive. Chemoprevention should be strongly encouraged in higher-risk women with BBD. Citation Format: Visscher DW, Frost MH, Hartmanan LC, Frank RD, Vierkant RA, McCullough AE, Winham SJ, Vachon C, Ghosh K, Brandt KR, Farrell AM, Tarabishy Y, Hieken TJ, Haddad TC, Kraft RA, Radisky DC, Degnim AC. Clinicopathologic features of breast cancers that develop in women with previous benign breast disease. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P6-10-19.

Abstract Background Women with atypical hyperplasia (AH) are at an approximately four-fold increased risk of subsequent breast cancer (BC). Mammographic breast density (MBD) is a well-established risk factor for BC, but its contribution to BC risk in women with AH remains an open question. We previously reported no association between MBD [measured by Wolfe's parenchymal pattern (PP)] and BC risk in a cohort of 147 women with AH. Here, we present results in an expanded cohort of 459 women diagnosed with AH between 1985 and 2001. Methods The Mayo Clinic Benign Breast Disease Cohort includes 13,485 women who had benign core and/or excisional biopsy 1967-2001. Biopsy tissues were reviewed by our study pathologist to determine presence of AH. MBD was available from clinical records starting in 1985, coded as PP (the standard for 1985-1996) or BI-RADS (1997-2001) density criteria. The original four-level PP (N1-fatty, P1-ductal prominence <25% of breast, P2-ductal prominence >25%, DY-dysplasia) and BI-RADS (fatty, scattered densities, heterogeneously dense, extremely dense) measures were re-categorized as low, moderate or high MBD by combining the middle two categories for each. BC events and clinical information were obtained by questionnaires, medical records and the Mayo Clinic Tumor Registry. Women were followed from benign biopsy to date of BC, death or last contact. Standardized incidence ratios (SIRs) were generated overall and within subgroups defined by density measure (PP vs. BI-RADS), number of atypical foci, and BMI by dividing the observed number of BCs by population-based expected values. Cox regression was used to estimate MBD hazard ratios after adjustment for demographic and clinical variables. Results Of the 551 women diagnosed with AH between 1985 and 2001, 459 (83%) had MBD data within 1 year prior to biopsy. Of these, 68 (15%) had low, 221 (48%) had moderate, and 170 (37%) had high MBD, respectively. Over a median follow-up of 11.7 years, 80 BCs were observed. SIRs for breast cancer did not differ significantly across density categories, overall or within any subgroups examined (see Table). Cox regression adjusting for age, BMI and density measure (PP vs. BI-RADS) also failed to identify an association with MBD (p=0.55). Low MBDModerate MBDHigh MBD N / BCsSIR (95% CI)N / BCsSIR (95% CI)N / BCsSIR (95% CI)P-valueOverall68/123.5 (1.8,6.1)221/393.6 (2.5,4.9)170/293.4 (2.3,4.8)0.97MBD Measure PP59/113.6 (1.8,6.5)85/153.0 (1.7,5.0)130/243.3 (2.2,5.0)0.87BI-RADS9/12.7 (0.1,14.7)136/244.0 (2.6,6.0)40/53.4 (1.1,7.9)0.90No. Atypical Foci 147/62.3 (0.9,5.1)123/182.8 (1.7,4.4)96/163.5 (2.0,5.8)0.63214/47.5 (2.0,19.1)58/134.8 (2.6,8.3)41/62.5 (0.9,5.5)0.213+7/26.7 (0.8,24.0)40/84.4 (1.9,8.6)33/74.0 (1.0,8.2)0.83BMI <2525/21.5 (0.2,5.4)75/184.9 (2.9,7.7)101/173.4 (2.0,5.5)0.1625-2919/54.9 (1.6,11.3)68/92.8 (1.3,5.2)36/42.1 (0.6,5.4)0.4530+23/54.8 (1.6,11.2)76/123.0 (1.6,5.3)32/74.0 (1.6,8.2)0.67SIRs compare observed numer of BCs to expected using Iowa SEER data. Analyses account for the effects of age and calendar period. P-value is test of heterogeneity in SIRs across columns. Conclusions We found no evidence of an association between MBD and subsequent BC in women with AH. Citation Format: Vierkant RA, Degnim AC, Hartmann LC, Frank RD, Radisky DC, Visscher DW, Frost MH, Winham SJ, Ghosh K, Vachon CM. No evidence of association between mammographic breast density and risk of breast cancer in women with atypical hyperplasia. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P6-09-05.

Abstract Introduction: CD4+ and CD8+ T cells are important effector cells in the adaptive immune response against cancers. In premalignant proliferative breast tissues, the role of the immune system remains relatively undefined. In this study, we sought to investigate and quantify the presence of CD4 and CD8 expressing immune cells in benign breast tissues and their association with breast cancer risk. Method: Archived breast tissue samples from women with benign breast disease (BBD) or no clinical breast disease [Komen Tissue Bank (KTB)] were obtained for this age-matched case-control study. BBD samples included BBD cases (subsequently developed breast cancer) and BBD controls). Tissue sections were characterized for non-proliferative or proliferative disease and degree of lobular involution. CD4+ and CD8+ cell densities (cells/mm2) were obtained by digital image quantitation for up to 10 individual lobules per sample and a per-sample estimate of cell density was calculated as the median cell density across lobules within a sample. Statistical analysis was performed using Wilcoxon signed-rank and Kruskal-Wallis tests. Results: Among 267 women (median age 52, range 35-75) comprising 89 age-matched triplets, 2417 lobules were evaluated [783 KTB, 804 BBD case, 830 BBD control]. 1372 (57%) lobules were normal and 1045 (43%) were fibrocystic. CD4+ cells were present in 1903 (79%) lobules while CD8+ cells were present in 2214 (92%) lobules. CD4 and CD8 densities showed a moderate positive correlation (r = 0.39) with each other, but overall, lobules showed a lower density of CD4+ than CD8+ cells (mean difference -54 cells/mm2, 95% CI: -68 to -39 cells/mm2). At the per sample level (see Table), BBD controls showed significantly higher levels of both CD4+ (p=0.009) and CD8+ cells (p=0.0001) compared to KTB samples. In contrast, the BBD cases only showed elevated CD8 (p=0.007) and not CD4 (p=0.21) cell infiltrates compared to KTB samples. Comparing BBD cases to BBD controls, BBD cases showed significantly lower CD8 cell density as compared to BBD controls (p=0.002) and cases had lower CD4 cell density but the difference was not significant (p=0.07). Despite these differences in the cell densities, the ratio of CD4:CD8+ cells did not differ significantly across groups (p=0.83). The CD4:CD8+ ratio also did not differ significantly by histologic impression (p=0.74), degree of involution (p=0.27), or age (p=0.32). KTBBBD ControlsBBD CasesMedian (IQR)(n=89)(n=89)(n=89)CD4+ cells/mm240 (17-95)60 (25-124)49 (21-92)CD8+ cells/mm285 (49-131)157 (84-225)134 (80-168)Ratio (CD4:CD8)*0.45 (0.14-0.96)0.41 (0.15-0.81)0.40 (0.19-0.70)*Ratio is missing for n=7 samples (3 KTB, 2 BBD control, 2 BBD case) with undefined ratio due to zero CD8+ cells for all lobules in the sample. Conclusion: Our findings suggest that BBD is associated with increased infiltration of T cells into the breast tissue. Furthermore, these immune responses appear more robust in BBD patients at lower risk of developing breast cancer. Citation Format: Pena Jimenez A, Hoskin TL, Arshad MA, Visscher DW, Brahmbhatt RD, Miller EE, Stallings Mann ML, Carter JM, Murphy LM, Winham SJ, Radisky DC, Denison LA, Knutson KA, Degnim AC. CD4 and CD8 T cell densities are increased in benign breast disease compared to normal breast tissue. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P4-04-09.