Radisky, Derek C.

Abstract Background: Biopsy diagnoses of benign breast disease (BBD) confer a 1.5- to 4-fold increased risk of developing breast cancer (BC) compared with women without BBD. Previously, we reported that decreased numbers of specific immune cell types in lobules of BBD biopsies predicted increased BC risk, suggesting the promise of future tissue biomarker studies to define BC risk markers among BBD patients. Thus, we applied protein-based GeoMx® Digital Spatial Profiling (DSP) to BBD biopsies preceding BC (cases) and to BBD biopsies from cancer-free patients (controls) to identify possible BC risk markers, which we then evaluated in subsequent BC tissues and in surrounding normal lobules of cases. Methods: Archived pathology slides of BBD biopsies were reviewed and used to guide preparation of TMAs containing 1.0-mm diameter FFPE cores of lobules from an age- and cohort-period-matched set of 91 cases and 88 controls from the Mayo Clinic BBD Cohort. For patients who later developed BC, we prepared TMAs of BC tissue and surrounding mapped normal lobules. We applied GeoMx® DSP (immune and canonical signaling proteins) to both sets of TMAs. Following QC and data normalization, associations of case status with log-transformed biomarker expression in lobules of BBD biopsies were carried out using linear mixed modeling approaches, accounting for multiple ROIs per individual. Biomarkers significantly associated with case status (p<0.05) were further examined in BCs and adjacent normal lobules, using similar approaches. Results: The mean age at BBD biopsy was 52 years, and at BC diagnosis of cases, 61.4 years (mean time from BBD to BC was 10.2 years). A family history of BC was more frequent among cases (70% versus 43%; chi-square p=0.002). Of 72 biomarkers tested, 46 (64.4%) were evaluable after QC and normalization and 5 were associated with BC risk after adjustment for family history of BC: BCL2 (p=0.005), STING (p=0.006), CD44 (p=0.02), S100 protein (p=0.03) and pan-AKT (p=0.05); each showed higher levels in lobules of BBD biopsies of controls than cases. Three unique patterns appeared when examining these biomarkers across tissue type within cases: for BCL2 (p=5 x 10-9) and STING (p=2 x 10-19), levels were high in both BC and lobules surrounding BC but low in preceding BBD; for GAPDH (p=4 x 10-53) and pan-AKT (p=2 x 10-33), levels were high in BC, low in preceding BBD, and moderate in lobules surrounding BC; and for CD44 (p=2 x 10-6) and S100B (p=2 x 10-49), levels were low in BC, high in lobules surrounding BC and moderate in preceding BBD. Conclusions: Using a novel TMA of lobules in combination with DSP, we preliminarily identified immune-based and PI3 kinase-related protein biomarkers in BBD biopsies associated with BC risk. In case-only analyses, these markers demonstrated complex differences between lobules in BBD biopsies, subsequent BCs and adjacent normal lobules. Citation Format: Robert Alan Vierkant, Jodi M. Carter, Stacey J. Winham, Chen Wang, Jennifer M. Kachergus, Ji Shi, Raymond M. Moore, Bryan M. McCauley, Laura M. Pacheco-Spann, E A. Thompson, Derek C. Radisky, Amy C. Degnim, Mark E. Sherman. Towards prediction of breast cancer risk in benign biopsies with high-plex GeoMx spatial protein profiling [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2203.

Abstract Introduction: The immune microenvironment of the breast is critical in the development and progression of breast cancer. By analyzing the immune components of breast tissues from patients at varying degrees of breast cancer risk, we may gain enhanced understanding of breast cancer risk and mechanisms of carcinogenesis. Methods: We compared the immune cell composition in breast lobules of age-matched patients with normal and benign breast disease (BBD) at progressively lower breast cancer risk: 1) 18 women with germline mutations in (BRCA1/2); 2) women at intermediate risk (BBD), and 3) women at normal risk (Komen Tissue Bank- (KTB)). We performed immunohistochemical stains for T lymphocytes (CD4, CD8); dendritic cells (CD11c); B lymphocytes (CD20) and macrophages (CD68) and quantitated immune cell densities in up to 10 representative lobules per sample. Results: The median age of all groups was 43.8 years (range: 34-67). BRCA carriers and BBD patients had a higher percentage of fibrocystic lobules (50% fibrocystic) compared to KTB samples (15% fibrocystic), p<0.001. BRCA carriers had significantly higher densities of CD4, CD8, CD11c, and CD68 positive immune cells compared to KTB donor breast tissues, see Table. Compared with BBD patients, mutation carriers had higher densities of CD8+ cells and suggestively higher CD4+ cells, with similar results for other markers assessed. Conclusions: Preliminarily, these data showed that benign prophylactic breast tissues from BRCA mutation carriers contain increased numbers of several immune cell types versus tissues from patients at lower breast cancer risk, including BBD patients and research tissue donors. Further investigation is needed to confirm and expand these findings in relation to breast cancer risk. Table: Pairwise Wilcoxon rank-sum p-values comparing immune cell densities in breast lobules from women with BRCA germline mutations, vs BBD and KTB groups. All Lobules BRCA BBD KTB BRCA vs BBD BRCA vs KTB Median Median Median p-value p-value (IQR) (IQR) (IQR) CD4+, cells/mm2 116.3 63.8 17.7 0.08 <0.001 (46.4-183.6) (25.0-121.1) (13.3-40.6) CD8+, cells/mm2 354.4 200 150.9 0.01 <0.001 (285.5-473.2) (118.9-385) (110.1-225.0) CD11c+, % pp 3.5 3.4 0.4 0.66 <0.001 (1.9-6.8) (1.6-4.7) (0-0.6) CD20+, cells/mm2 6.2 16.7 0 0.16 0.65 (0-25.4) (0-58.3) (0-20.8) CD68, cells/mm2 237.5 219 57.8 0.99 <0.001 (122.9-281.8) (75.0-459.4) (29.2-100.0) IQR - Interquartile Range pp - pixel positive Citation Format: Joshua W. Ogony, Tanya L. Hoskin, Melody L. Stallings Mann, Stacey J. Winham, Rushin Brahmbhatt, Muhammad Asad Arshad, Alvaro Pena Jimenez, Teresa M. Allers, Mark E. Sherrman, Daniel W. Visscher, Derek C. Radisky, Amy C. Degnim. Immune biomarkers in breast tissues of patients with BRCA1/2 mutations, benign breast disease, and normal tissue donors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5947.

Abstract Arachidonic acid (AA) metabolizing enzymes, including cyclooxygenases (COX), lipoxygenases, and cytochrome P450s (CYP450), are expressed in breast cancer (BC). Elevated levels of metabolites of COX-derived, pro-inflammatory prostaglandin (PGs) metabolites in urine have been linked to increased risk of developing breast cancer (BC) in two large prospective cohorts. Further, CYP450-derived EETs in BC tumors are associated with metastasis. We hypothesize that measuring levels of AA-derived oxylipins in breast tissues could enable improved BC risk prediction, provide insights into pro-carcinogenic inflammatory mechanisms, and serve as potential surrogate endpoints in chemoprevention trials. Thus, we performed a pilot study to assess the feasibility of measuring these analytes in small breast tissue samples. We analyzed two sample sets, collected under Institutional Review Board (IRB) approved protocols: 50 normal breast tissue cores donated to the Komen Tissue Bank (KTB) via vacuum-assisted biopsy and 10 tissues removed surgically at Mayo Clinic beyond resection margins of lumpectomy samples performed for atypical ductal hyperplasia (ADH). Tissues were frozen and maintained at -80°C. Normal KTB tissue cores were split in half. Tissues for analysis were weighed, extracted in cold methanol containing a cyclooxygenase inhibitor, and assayed for a panel of 42 oxylipins using validated mass spectrometric methods with a limit of detection per analyte of 0.010 ng/mL in supernatant and CVs of approximately <11%. Analyte measurements in paired cores (ng/g tissue) were compared with Spearman correlations and intra-class correlation coefficients. Measurements in surgical samples were assessed descriptively and levels were compared with normal KTB breast tissues.Median weight of the 50 split KTB cores was 0.055 grams. 17 oxylipins were detected in the tissue samples. PGD2 demonstrated the weakest correlation between split cores (r=0.12; p=0.40), whereas 15-HETE demonstrated the strongest correlation (r=0.68; p<0.0001). ICCs ranged from non-significant to nearly perfect, with highest values for 12-HETE (ICC=0.98, 95%CI: 0.97-0.99). Exploratory analyses of the KTB cores demonstrated significant associations between two BC risk factors, alcohol use and family history of breast/ovarian cancer, and several analytes. Levels of most eicosanoids tested were substantially and highly significantly elevated in tissues surrounding ADH versus KTB normal breast tissues. We conclude that eicosanoids can be readily measured in small frozen breast tissue samples obtained via percutaneous biopsy or at surgery. Future studies to assess the associations of eicosanoid levels with BC risk factors and development of BC after a benign biopsy may inform risk prediction and potentially inhibitable inflammatory mechanisms of breast carcinogenesis. Citation Format: Ginger L. Milne, Robert A. Vierkant, Amy C. Degnim, Anna Maria Storniolo, Jill E. Henry, Laura M. Pacheco-Spann, Derek C. Radisky, Mark E. Sherman. Quantification of oxylipins as biomarkers of inflammation and cancer risk in breast tissue [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 6333.

Abstract BackgroundFormalin-fixed, paraffin-embedded (FFPE) tissues have many advantages for identification of risk biomarkers, including wide availability and potential for extended follow-up endpoints. However, RNA derived from archival FFPE samples has limited quality. Here we identified parameters that determine which FFPE samples have the potential for successful RNA extraction, library preparation, and generation of usable RNAseq data.MethodsWe optimized library preparation protocols designed for use with FFPE samples using seven FFPE and Fresh Frozen replicate pairs, and tested optimized protocols using a study set of 130 FFPE biopsies from women with benign breast disease. Metrics from RNA extraction and preparation procedures were collected and compared with bioinformatics sequencing summary statistics. Finally, a decision tree model was built to learn the relationship between pre-sequencing lab metrics and qc pass/fail status as determined by bioinformatics metrics.ResultsSamples that failed bioinformatics qc tended to have low median sample-wise correlation within the cohort (Spearman correlation < 0.75), low number of reads mapped to gene regions (< 25 million), or low number of detectable genes (11,400 # of detected genes with CPM > 2). The median RNA concentration and pre-capture library Qubit values for qc failed samples were 18.7 ng/ul and 1.68 ng/ul respectively, which were significantly lower than those of qc pass samples (40.8 ng/ul and 5.58 ng/ul). We built a decision tree model based on input RNA concentration, input library qubit values, and achieved an F score of 0.803 in predicting QC status (pass/fail) of FFPE samples. ConclusionsWe provide a bioinformatics quality control recommendation for FFPE samples from breast tissue by evaluating bioinformatic and sample metrics. Our results suggest a minimum concentration of 25 ng/ul FFPE-extracted RNA for library preparation and 1.8 ng/ul pre-capture library output to achieve adequate RNA-seq data for downstream bioinformatics analysis.

Abstract Background In the United States, cancer disproportionately impacts Black and African American individuals. Identifying genetic factors underlying cancer disparities has been an important research focus and requires data that are equitable in both quantity and quality across racial groups. It is widely recognized that DNA databases quantitatively underrepresent minorities. However, the differences in data quality between racial groups have not been well studied. Methods We compared the qualities of germline and tumor exomes between ancestrally African and European patients in The Cancer Genome Atlas of 7 cancers with at least 50 self-reported Black patients in the context of sequencing depth, tumor purity, and qualities of germline variants and somatic mutations. Results Germline and tumor exomes from ancestrally African patients were sequenced at statistically significantly lower depth in 6 out of the 7 cancers. For 3 cancers, most ancestrally European exomes were sequenced in early sample batches at higher depth, whereas ancestrally African exomes were concentrated in later batches and sequenced at much lower depth. For the other 3 cancers, the reasons of lower sequencing coverage of ancestrally African exomes remain unknown. Furthermore, even when the sequencing depths were comparable, African exomes had disproportionally higher percentages of positions with insufficient coverage, likely because of the known European bias in the human reference genome that impacted exome capture kit design. Conclusions Overall and positional lower sequencing depths of ancestrally African exomes in The Cancer Genome Atlas led to underdetection and lower quality of variants, highlighting the need to consider epidemiological factors for future genomics studies.

Abstract Breast cancer risk is increased in parous women in the period following childbirth, peaking at five years. After weaning or in the absence of lactation, the breast undergoes postpartum involution (PPI), a process characterized by epithelial cell death and tissue remodeling that returns the mammary gland to a baseline state, and has previously been associated with increased inflammation and breast cancer development and progression in preclinical models. Features of PPI and determinants of related inflammation have been incompletely characterized among women. In this study, we performed visual and AI analysis of 725 digitized H&E images of normal breast tissues donated to the Komen Tissue Bank (KTB) by parous and nulliparous women ≤45 years, and further investigated the immune microenvironment in specimens from 23 women (also from KTB, 13 parous, 10 nulliparous) using NanoString RNA immuno oncology (IO) 360 panels and immune protein biomarkers by NanoString GeoMx Digital Spatial Profiling (DSP). We found that recently parous women (≤5 years of a last birth) had higher numbers of terminal duct lobular units (TDLUs), immune cells, and plasma cells as compared with nulliparous women, and that beyond 5 years of a last birth, TDLU numbers were still higher in parous women, but the immune and plasma cell content of the breast of parous and nulliparous women were not significantly different. Our gene expression analysis revealed differential expression of genes that clustered according to parity status, with interferon stimulated genes; STAT1 and IFITM1, and interferon alpha receptor 1 (IFNAR1), and MHC class II genes (HLA-DMA, HLA-DPA,HLA-DPB1, and HLA-DRA) elevated in parous women. Our DSP analysis revealed that immune biomarkers with immunosuppressive functions, including ARG1, VISTA, CTLA-4, and CD68 were significantly higher in parous women as compared with nulliparous women. Breast tissues of parous women show lobular expansion and alterations in immune cell components compared with nulliparous tissues. Further research is needed to assess how these alterations may impact risk. Citation Format: Joshua Were Ogony, Thomas De Bel, Derek Radisky, Jeroen VanderLaak, Mark Sherman. Pathology AI features and immune biomarkers of postpartum involution: Implications for postpartum breast cancer [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P2-11-14.

Abstract Background:Breast terminal duct lobular units (TDLUs), the source of most breast cancer (BC) precursors, are shaped by age-related involution, a gradual process, and postpartum involution (PPI), a dramatic inflammatory process that restores baseline microanatomy after weaning. Dysregulated PPI is implicated in the pathogenesis of postpartum BCs. We propose that assessment of TDLUs in the postpartum period may have value in risk estimation, but characteristics of these tissues in relation to epidemiological factors are incompletely described.Methods: Using validated Artificial Intelligence and morphometric methods, we analyzed digitized images of tissue sections of normal breast tissues stained with hematoxylin and eosin from donors <45 years from the Komen Tissue Bank (180 parous and 545 nulliparous). Metrics assessed by AI, included: TDLU count; adipose tissue fraction; mean acini count/TDLU; mean dilated acini; mean average acini area; mean “capillary” area; mean epithelial area; mean ratio of epithelial area versus intralobular stroma; mean mononuclear cell count (surrogate of immune cells); mean fat area proximate to TDLUs and TDLU area. We compared epidemiologic characteristics collected via questionnaire by parity status and race, using a Wilcoxon rank sum test or Fisher’s exact test. Histologic features were compared between nulliparous and parous women (overall and by time between last birth and donation [ recent birth: ≤5 years versus remote birth: >5 years]) using multivariable regression models.Results:Normal breast tissues of parous women contained significantly higher TDLU counts and acini counts, more frequent dilated acini, higher mononuclear cell counts in TDLUs and smaller acini area per TDLU than nulliparas (all multivariable analyses p<0.001). Differences in TDLU counts and average acini size persisted for >5 years postpartum whereas increases in immune cells were most marked <5 years of a birth. Relationships were suggestively modified by several other factors, including demographic and reproductive characteristics, ethanol consumption and breastfeeding duration. Conclusions:Our study identified sustained expansion of TDLU numbers and reduced average acini area among parous versus nulliparous women and notable increases in immune responses within five years following childbirth. Further, we show that quantitative characteristics of normal breast samples vary with demographic features and BC risk factors.

Abstract The two most common lung cancer subtypes are adenocarcinoma (ADC) and squamous cell carcinoma (SCC). Even though both subtypes are epithelial in origin, it is now clear that tumor associated fibroblasts (TAFs) are key regulators of tumor progression and response to therapies. Nintedanib is an antifibrotic drug that targets the tumor stroma and has been clinically approved to treat lung ADC patients owing to the therapeutic benefits exhibited by this drug selectively in ADC (but not in SCC) in the LUME-1 cinical trial. We have implicated recently both ADC-TAFs and ADC cancer cells in the selective effects of nintedanib in ADC, since this drug reduced the growth and invasion induction elicited by the secretome of TGF-β-activated ADC-TAFs on a panel of ADC cells, whereas such reduction was not observed in SCC-TAFs. However, the key molecules involved in the aberrant TAF-carcinoma crosstalk in ADC remain unknown. TIMP-1 is a multifunctional protein that has been associated with poor prognosis in lung cancer and is downregulated by nintedanib in a bleomycin model of pulmonary fibrosis. Our preliminary results revealed that the TIMP-1 receptor CD63 is overexpressed in ADC patients compared to SCC. Therefore, our working hypothesis was that nintedanib reduces ADC cells growth and invasion by abrogating the TAF-carcinoma crosstalk driven by TIMP-1 and CD63.To test this hypothesis, we used primary TAFs obtained with the patient informed consent, and using protocols approved by the Ethics Committee of the Hospital Clinic. TGF-β1-activated ADC-TAFs and SCC-TAFs were treated with nintedanib, and their secreted TIMP-1 was determined by ELISA. Two high-CD63 cell lines (H1437 and H23) were used in some experiments, and siRNA was used to knock-down either TIMP-1 in TAFs or CD63 in cancer cellsOur in vitro results showed that the secretion of TIMP-1 was significantly larger in ADC-TAFs compared to SCC-TAFs. Likewise, nintedanib elicited a higher TIMP-1 downregulation in ADC-TAFs compared SCC-TAFs. Of note, TIMP-1 and CD63 were both implicated in the pro-tumorigenic crosstalk, since knocking-down TIMP-1 in ADC-TAFs or CD63 in ADC cells was sufficient to abrogate the growth and invasion enhancement elicited by the secretome of TAFs. Moreover, CD63 was necessary to enhance the invasion of ADC cells upon stimulation with recombinant TIMP-1. In addition, we found that knocking-down TIMP-1 in ADC-TAFs was sufficient to compromise the inhibitory effects of nintedanib on the growth and invasion enhancement elicited by the secretome of TAFs on ADC cells. Collectively, our results support a novel TAF-carcinoma crosstalk driven by TIMP-1 and CD63 in lung ADC, and support that such heterotypic crosstalk may underlie the aberrant tumor-promoting effects of ADC-TAFs that are selectively downregulated by nintedanib. Citation Format: Paula Duch, Natalia Díaz-Valdivia, Marta Gabasa, Rafael Ikemori, Marselina Arshakyan, Frank Hillberg, Noemí Reguart, Derek Radisky, Jordi Alcaraz. Stromal TIMP-1 drives tumor progression in lung adenocarcinoma through CD63 interaction [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 3167.

Abstract Large cell carcinoma (LCC) is an aggressive lung cancer subtype with poor prognosis and no targeted therapies. We previously reported that tumor-associated fibroblasts (TAFs) derived from LCC tumors exhibit premature senescence, and coculture of pulmonary fibroblasts with LCC cell lines selectively induces fibroblast senescence, which in turn drives LCC cell growth and invasion. Here we report that MMP1 is overexpressed specifically in LCC cell lines. Notably, silencing MMP1 expression in LCC cancer cell lines using shRNA revealed that MMP1 expression by LCC cells is necessary for induction of fibroblast senescence in coculture experiments with normal pulmonary fibroblasts, as revealed by the analysis of a panel of standard senescence markers, including β-galactosidase (SA-βgal) staining, permanent growth arrest and expression of senescence-associated secretory factors. Injecting control (shScr) or shMMP1 LCC cells into immunodeficient nude mice revealed that tumor growth, tumor take and cancer cell dissemination to the lung were reduced in shMMP1 H460 tumors compared to control tumors. We also observed fewer senescent fibroblasts in tumors from shMMP1 H460 cells using Sentragor staining, which allows identification of senescent cells in paraffin embedded tissues. Moreover, we found that recombinant active MMP1 in combination with TGF-β1 were sufficient to induce normal fibroblast senescence. In terms of the potential underlying mechanisms, treatment with the antioxidant n-acetyl cysteine (NAC) significantly attenuated the increase in SA-βgal+ fibroblasts elicited by co-stimulation with rMMP1 and TGF-β1, and its corresponding conditioned medium elicited a significantly lower growth and invasion in LCC cancer cells, revealing the oxidative stress implication in fibroblast senescence induction and associated pro-tumorigenic secretome. In summary, our results establish a new role for MMP1 in cancer and support that LCC cells elicit a tumor-supporting niche through the aberrant secretion of MMP1 and TGF-β1 to induce senescence in adjacent fibroblasts. Furthermore, we implicate oxidative stress in MMP1/TGF-β1-induced TAF senescence and support a novel therapeutic strategy in LCC based on targeting senescent TAFs. Citation Format: Marta Gabasa, Evette S. Radisky, Rafael Ikemori, Giulia Bertolini, Marselina Arshakyan, Alexandra Hockla, Paula Duch, Ornella Rondinone, Alejandro Llorente, Maria Maqueda, Alexandre Perera, Noemí Reguart, Luca Roz, Derek C. Radisky, Jordi Alcaraz. MMP1 and TGF-β1 cooperate to drive tumor progression in large cell carcinoma of the lung through fibroblast senescence [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2515.