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Oberley, Matthew J.

https://orcid.org/0000-0001-6419-2513

Mayo Clinic

Caris Life Sciences (United States)

Citations 6

Abstract PO4-24-01: Comprehensive Molecular and Immunological Characterization of Invasive Ductal Triple-Negative Breast Cancer
Advani, Pooja , Deshmukh, Sachin Kumar , Wu, Sharon , Xiu, Joanne , Leone, José Pablo , Chanan‐Khan, Asher , Andring, Jacob T. , Farrell, Alex Patrick , Jayachandran, Priya , Graff, Stephanie L. , Oberley, Matthew J. , Sledge, George W.

Cancer Research | May 2, 2024 | Volume: 84 | Issue: 9_Supplement | Pages: PO4-24-01-PO4-24-01

10.1158/1538-7445.sabcs23-po4-24-01 Get It

Abstract Background: Triple-negative breast cancer (TNBC) is a heterogeneous disease and characterized by poor outcomes with a lack of targeted therapies. A comprehensive analysis of the molecular and immune landscape of invasive ductal TNBC can help improve our understanding of TNBC biology and identify novel targets and/or pathways for better management of this disease. Here, we characterized the molecular and immune signature of invasive ductal (ID) TNBC. Methods: 13,036 BC samples (ID TNBC, n=392; ID non-TNBC, n=927) were analyzed by NGS (592, NextSeq; WES, NovaSeq), WTS (NovaSeq) (Caris Life Sciences, Phoenix, AZ). A total of 10 pro-apoptotic (BAX, BAK1, BID, BAD, BIK, BCL2L11, BMF, HRK, PMAIP1, BBC3) and 6 anti-apoptotic (BCL2, BCL2L1, BCL2L2, MCL1, BCL2A1, BCL2L10) BCL2 family genes were analyzed. Immune cell fractions were calculated by deconvolution of WTS: Quantiseq. Real world overall survival (OS) and treatment-associated survival was extracted from insurance claims and calculated from tissue collection or treatment start to last contact using Kaplan-Meier estimates. Statistical significance was determined using chi-square and Mann-Whitney U test with p-values adjusted for multiple comparisons (q < 0.05). Results: ID TNBC had a higher frequency of TP53, RB1, NF1, PIK3R1, NOTCH1, CREBBP, BRCA1, FANCI, and HRAS mutations (Table 1), NOTCH2 (4.3% vs 0.47%), EGFR (3.4% vs 0%), NFIB (4% vs 0.6%), MYB (3.5% vs 0.5%), CCNE1 (4.4% vs 1.1%) and AKT2 (2.4% vs 0.3%) copy number alterations, and NOTCH2 (1.6% VS 0.2%) fusion (all p < 0.05) compared to invasive ductal non-TNBC. Analysis of inferred immune cell infiltrates showed that ID TNBC had increased infiltration of Tregs (2% vs 1.7%), DC (3.2% vs 2.4%), CD8 T cells (0.5% vs 0.1%), and M1 macrophages (M) (3.4% vs 2.9%), but decreased infiltration of B cells (4.5% vs 6%) and M2M (2.9% vs 4.5%) (all p < 0.05). ID TNBC had increased T cell inflamed score (23 vs -9, p < 0.05), IFNy score (-0.24 vs -0.34, p < 0.05), MHC class I genes (HLA-A, HLA-B, TAP1, TAP2, FC: 1.1-1.5, all p < 0.05), immune checkpoint genes (CD274, PDCD1, CTLA4, PD-L2, FOXP3, IDO, FC: 1.1-2, all p < 0.05) and PD-L1 protein expression (SP142: 49.8% vs. 28.4%; 22c3: 41.7% vs. 16.8%, all p < 0.05). ID TNBC had differential expression of BCL2 family genes (upregulation: BAK1, BID, MCL1, BCL2A1, BCL2L10, FC: 1.1-2.0; downregulation: BAD, BIK, BBC3, BCL2, BCL2L1, BCL2L2, FC: 1.2-2.8, all p < 0.05) compared to invasive ductal non-TNBC. ID TNBC was associated with worse OS compared to ID non-TNBC (mOS: 24.5 vs 54.6 months; HR: 0.5, 95% CI 0.47-0.57; p < 0.00001) but trend towards better survival with pembrolizumab (mOS: 29.4 vs 8.8 month; HR: 0.67, 95% CI 0.28-1.5; p=0.3) treatment. No significant OS difference was noted for by high vs. low pro and anti-apoptotic BCL2 genes except for anti-apoptotic BCL2A1 (higher expression associated with better OS (mOS: 5.7 months, HR: 0.78, 95% CI 0.6-0.99; p=0.047). Conclusion: These data indicate that ID TNBC is associated with distinct mutational profile compared to non-TNBC, has increased T cell inflamed score, IFNy score, MHC class I and immune checkpoint gene expression, and differential immune cell infiltration. Interestingly, TNBC was associated with increased M1 and decreased M2M. There is evidence to suggest that transcriptomically defined M1 high tumors are clinically aggressive and have worse OS in TNBC. BCL2 family genes are not prognostic for TNBC outcomes except BCL2A1, which needs further prospective validation. Table 1: Mutation frequency in invasive ductal TNBC and invasive ductal non-TNBC Citation Format: Pooja Advani, Sachin Deshmukh, Sharon Wu, Jacob Andring, Joanne Xiu, Alex Farrell, Jose Leone, Priya Jayachandran, Stephanie Graff, Matthew Oberley, George Sledge Jr, Asher Chanan-Khan. Comprehensive Molecular and Immunological Characterization of Invasive Ductal Triple-Negative Breast Cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO4-24-01.
Abstract 7037: Comprehensive molecular and immune profiling of triple negative invasive lobular carcinoma
Advani, Pooja , Deshmukh, Sachin Kumar , Wu, Sharon , Xiu, Joanne , Leone, José Pablo , Chanan‐Khan, Asher , Andring, Jacob T. , Jayachandran, Priya , Graff, Stephanie L. , Oberley, Matthew J. , Sledge, George W.

Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 7037-7037

10.1158/1538-7445.am2024-7037 Get It

Abstract Background: Triple-negative invasive lobular carcinoma (TN-ILC) is a rare (0.1-1.4%) breast cancer with prognosis worse than ER positive ILC. Currently there are no targeted therapies or clinical trials specifically for TN-ILC. A comprehensive analysis of the molecular and immune landscape can help identify novel targets and pathways for TN-ILC to improve patient outcomes. Here, we characterized the molecular and immune signature of TN-ILC. Methods: 11,760 breast cancer samples (Invasive ductal (ID) TNBC, n=364; TN-ILC, n=31) were analyzed (592, NextSeq; WES, NovaSeq), (WTS; NovaSeq) (Caris Life Sciences, Phoenix, AZ). Tumor mutational burden (TMB) totaled somatic mutations per tumor (high ≥10 mt/MB) was tested by NGS. Microsatellite-instability (MSI) was tested by NGS. Immune cell fractions were calculated by deconvolution of WTS. Statistical significance was determined using chi-square and Mann-Whitney U test with p-values adjusted for multiple comparisons (q < 0.05). Results: TN-ILC had higher frequency of CDH1 (0.83% vs. 66.67%), ERBB2 (0.84% vs.28.57%), ARID1A (1.65% vs. 23.33%), CBFB (0.55% vs.16.67%), AKT1 (2.22% vs.16.13%) and KMT2C (3.83% vs.13.79%), but lower frequency of TP53 (89.7%5 vs. 38.71%) mutations (all p<0.05) compared to ID-TNBC. TN-ILC had higher frequency of TMB high (23.3% vs. 5.2%, p<0.05) but there was no difference in dMMR/MSI-H (0% vs 1.1%, p=1). TN-ILC had higher AR RNA (FC: 14.2), protein expression (80.6% vs. 24.8%) and higher frequency of fusion variant-AR (16.1% vs 4.9%) (all p < 0.05) compared to ID-TNBC. Analysis of inferred immune cell infiltrates showed that TN-ILC had higher infiltration of M2 macrophages (5.34% vs. 2.94%) and neutrophils (4.83% vs. 2.65%) but lower infiltration of M1 macrophages (3.46% vs 2.17%) and CD8 T cells (0.58% vs. 0.11%) (all p<0.05). TN-ILC had lower T cell inflamed signature (16.1% vs 35.7%, p<0.05), decreased immune checkpoint genes (CD274, CTLA4, FOXP3, LAG3, IDO, FC: 1.2-2.7, all p < 0.05), PD-L1 protein expression (SP142: 30.4% vs. 50.2%, p=0.06; 22c3: 15.4% vs. 42.6%, p = 0.05) and differential expression of BCL2 family genes (upregulation: BIK, FC: 2.2; downregulation: BAX, BAK1, BID, PMAIP1, MCL1, BCL2A1, BCL2L10, FC: 1.0-6.3, all p < 0.05) compared to ID-TNBC. Conclusion: These data suggest that TN-ILC had higher frequency of CDH1, ERBB2, AKT1, ARID1A mutations, higher M2 macrophages and neutrophils and lower M1 macrophages and CD8 T cells infiltration and, lower T cell inflamed signature. High TMB and AR expression can translate into use of immunotherapy (ICI) and AR antagonists in these patients. Additonal analysis to determine the optimal biomarker for ICI response in TN-ILC is needed. Results of our study need to be validated in larger studies with survival correlation. Citation Format: Pooja Advani, Sachin Deshmukh, Sharon Wu, Jacob Andring, Joanne Xiu, Jose Leone, Priya Jayachandran, Stephanie Graff, Mathew Oberley, George Sledge, Asher Chanan-Khan. Comprehensive molecular and immune profiling of triple negative invasive lobular carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 7037.
Opposing Roles of SPOP Mutations in Human Prostate and Endometrial Cancers
Cavalcante, Ludimila , Deshmukh, Sachin Kumar , Ribeiro, Jennifer R. , Carneiro, Benedito A. , Dizon, Don S. , Mattox, Tyler , Wu, Sharon , Xiu, Joanne , Nabhan, Chadi , Oberley, Matthew , Nabhan, Chadi , Antonarakis, Emmanuel S , Angara, Kartik , Walker, Phillip , Oberley, Matthew J. , Huang, Haojie , Antonarakis, Emmanuel S.

JCO Precision Oncology | September 7, 2023 | Volume: No volume available | Issue: 7 | Pages: No page available

10.1200/po.23.00088 Get It

SPOP mutations drive opposing molecular and immune landscapes in prostate and endometrial cancers, suggesting tailored therapies
Importance of DICER1 pathogenic variants in non-small cell lung cancer.
Wu, Samuel, Chong, Anne‐Laure , Fiset, Pierre , Butt, Yasmeen M. , Gatalica, Zoran , Evans, Mark G. , Thorner, Paul Scott , Oberley, Matthew J. , Foulkes, William D.

Journal of Clinical Oncology | June 4, 2023 | Volume: 41 | Issue: 16_suppl | Pages: e20602-e20602

10.1200/jco.2023.41.16_suppl.e20602 Get It

e20602 Background: DICER1 encodes a miRNA processing enzyme involved in regulation of cell proliferation and differentiation. The role of DICER1 pathogenic variants (PVs) in non-small cell lung cancer (NSCLC) is relatively unknown. Germline and/or somatic PVs have been reported in pleuropulmonary blastoma, pulmonary blastoma (PB), and low-grade/well-differentiated fetal adenocarcinoma (WDFLAC), with clustering of somatic PVs at specific metal ion binding residues referred to as hotspot alterations. PVs in CTNNB1, resulting in constitutive activation of the WNT signaling pathway, have also been implicated in PB and WDFLAC. This study seeks to establish the frequency of somatic DICER1 hotspot PVs that occur in all NSCLCs, their co-occurrence with other PVs in DICER1 and with alterations of CTNNB1/WNT signaling, and their histologic correlates. Methods: Molecular sequencing data collected from 12,146 NSCLCs at Caris Life Sciences were queried for cases featuring somatic DICER1 variants. For those tumors harboring hotspot PVs, sequencing for CTNNB1 and APC mutations was performed, as well as histological review, including examination of beta-catenin immunohistochemical (IHC) staining. Results: Of the 12,146 NSCLCs analyzed, 235 (1.9%) were found to have one or more DICER1 PVs. Of these 235, 225 cases demonstrated one variant, while 10 tumors featured two. Gene analysis revealed that 8 of the observed PVs cases contained hotspot alterations: 2 in the single variant cases and 6 in the double variant cases. The remaining 4 double variant cases harbored a combination of truncating, non-hotspot missense, or splice variants. No significant differences were observed for age or smoking status between DICER1 hotspot-positive and hotspot-negative groups. All but one tumor were considered to be in histologic spectrum of PB/WDFLAC. Of the 8 DICER1 hotspot-positive cases, 1 had a PV in APC, 4 had a CTNNB1 PV, 1 had a PV in both APC and CTNNB1, and 2 had neither. Beta-catenin IHC showed nuclear positivity in 5 tumors that had a PV in either CTNNB1 and/or APC.. Conclusions: This study demonstrates that DICER1 somatic hotspots select for morphologic features of tumor types such as PB and WDFLAC, but are not implicated in the most common forms of NSCLC. Furthermore, DICER1 hotspot-positive NSCLCs frequently harbor CTNNB1 and/or APC alterations, with many cases exhibiting nuclear staining by beta-catenin IHC, suggesting a possible synergistic relationship between DICER1 hotspot PVs and activation of the WNT signaling pathway in the formation of pulmonary tumors. These findings emphasize the importance of molecular testing in clinical practice such that detecting somatic DICER1 hotspot alterations aids in the diagnosis of rare lung cancers, which ultimately require special consideration with respect to disease severity and treatment.
Survival of patients with colorectal cancer (CRC) with low expression of homologous recombination proficient (HRP) genes.
Walden, Daniel , Deshmukh, Sachin Kumar , Zheng-Lin, Binbin , Wu, Sharon , Xiu, Joanne , Ahn, Daniel H. , Wu, Christina, Shields, Anthony F. , Batalini, Felipe , Lou, Emil , Goel, Sanjay , Spetzler, David B. , Oberley, Matthew J. , Korn, Wolfgang Michael , Bekaii‐Saab, Tanios

Journal of Clinical Oncology | January 24, 2023 | Volume: 41 | Issue: 4_suppl | Pages: 225-225

10.1200/jco.2023.41.4_suppl.225 Get It

225 Background: HR deficient (HRD) CRC has improved outcomes following exposure to DNA damaging agent (DDA) (irinotecan, IR; oxaliplatin, OX) compared to HRP CRC. Low expression of wild type (WT) BRCA1 mRNA is associated with prolonged OS in ovarian cancer; however, this finding has not been investigated in CRC or outside of BRCA. Here, we examine the effect of low expression of HR genes in HRP CRC on post-DDA survival. Methods: 12,860 CRC samples were analyzed by NGS (592, NextSeq; WES, NovaSeq) and WTS (NovaSeq) at Caris Life Sciences (Phoenix, AZ). Samples were classified by RNA expression percentiles. Real world OS was extracted from insurance claims and calculated using Kaplan-Meier estimates for molecularly defined cohorts from first of OX or IR to last contact. Results: Post-IR survival was prolonged with low expression of ATM, CHEK2 and PALB2 in WT ATM, PALB2, and CHEK2 WT CRC, respectively (bottom vs. top 10%, bottom vs. top 25%; p<0.05). Notably, low PALB2 expression (bottom 10%) showed a 14.5-month post-IR benefit compared to high PALB2 expression (top 10%) in WT PALB2 CRC (p=0.003). Post-OX survival was not significantly prolonged with low expression of CHEK2 in WT CHEK2 CRC (bottom 10% vs top 10%, bottom 25% vs top 25%) but was with low expression of ATM (+9.7 months, p=0.02) and PALB2 (+5.6 months, p=0.03) in WT ATM and PALB2 CRC, respectively (all bottom 25% vs top 25%). Conclusions: Here we report the first findings to suggest a novel subclass of CRC defined as the low expression of mRNA of non-mutated HRD genes that exhibit sensitivity to DDA. Low expression of WT ATM, CHEK2, and PALB2 correlates with prolonged OS following IR, post-OX survival was prolonged with low expression of ATM and PALB2. Further characterization defining sensitivity of low expressing HRP genes to DDA may help guide treatment considerations in HRP CRC. [Table: see text]
Distinct molecular profile of IRF4-rearranged large B-cell lymphoma
Ramis-Zaldivar, Joan E. , González‐Farré, Blanca , Balagué, Olga , Celis, Verónica , Nadeu, Ferran , Salmerón‐Villalobos, Julia , Garrido‐Pontnou, Marta , Gaafar, Ayman , Suñol, Mariona , García-Bragado, F., Andión, Maitane, Azorín, Daniel, Astigarraga, Itziar , Ilurdoz, Maria Sagaseta de, Sábado, Constantino , Gallego, Soledad , Verdú‐Amorós, Jaime , Fernández‐Delgado, Rafael, Pérez, Vanesa Estepa , Tapia, Gustavo , Torrent, Montserrat, Solano‐Páez, Palma , Rivas‐Delgado, Alfredo , Dlouhy, Iván , Clot, Guillem , Enjuanes, Anna , López‐Guillermo, Armando , Galera, Pallavi , Oberley, Matthew J. , Maguire, Alanna , Ramsower, Colleen , Salaverría, Itziar , Salaverria, Itziar , Oberley, Matthew , Andrés, Mara , Martín‐Guerrero, Idoia , Bárcena, Carmen , Ilúrdoz, M. Sagaseta-De, Mozos, Anna , Maguire, Alanna , Rimsza, Lisa M. , Quintanilla‐Martínez, Leticia , Jaffe, Elaine S. , Campo, Elı́as , Ramis-Zaldivar, Joan Enric , Verdú-Amorós, Jaime , Nadeu, Ferran

Blood | November 20, 2019 | Volume: 135 | Issue: 4 | Pages: 274-286

10.1182/blood.2019002699 Get It

Abstract Pediatric large B-cell lymphomas (LBCLs) share morphological and phenotypic features with adult types but have better prognosis. The higher frequency of some subtypes such as LBCL with IRF4 rearrangement (LBCL-IRF4) in children suggests that some age-related biological differences may exist. To characterize the genetic and molecular heterogeneity of these tumors, we studied 31 diffuse LBCLs (DLBCLs), not otherwise specified (NOS); 20 LBCL-IRF4 cases; and 12 cases of high-grade B-cell lymphoma (HGBCL), NOS in patients ≤25 years using an integrated approach, including targeted gene sequencing, copy-number arrays, and gene expression profiling. Each subgroup displayed different molecular profiles. LBCL-IRF4 had frequent mutations in IRF4 and NF-κB pathway genes (CARD11, CD79B, and MYD88), losses of 17p13 and gains of chromosome 7, 11q12.3-q25, whereas DLBCL, NOS was predominantly of germinal center B-cell (GCB) subtype and carried gene mutations similar to the adult counterpart (eg, SOCS1 and KMT2D), gains of 2p16/REL, and losses of 19p13/CD70. A subset of HGBCL, NOS displayed recurrent alterations of Burkitt lymphoma–related genes such as MYC, ID3, and DDX3X and homozygous deletions of 9p21/CDKN2A, whereas other cases were genetically closer to GCB DLBCL. Factors related to unfavorable outcome were age &gt;18 years; activated B-cell (ABC) DLBCL profile, HGBCL, NOS, high genetic complexity, 1q21-q44 gains, 2p16/REL gains/amplifications, 19p13/CD70 homozygous deletions, and TP53 and MYC mutations. In conclusion, these findings further unravel the molecular heterogeneity of pediatric and young adult LBCL, improve the classification of this group of tumors, and provide new parameters for risk stratification.