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Murányi, Andrea

https://orcid.org/0000-0002-7938-8225

Mayo Clinic

4Ventana Medical Systems, Inc./Roche Tissue Diagnostics, Tucson, Arizona

Citations 9

Immune Marker Spatial Distribution and Clinical Outcome after PD-1 Blockade in Mismatch Repair–deficient, Advanced Colorectal Carcinomas
Saberzadeh-Ardestani, Bahar , Graham, Rondell P. , McMahon, Sara , Ahanonu, Eze , Shi, Qian , Williams, Crystal , Hubbard, Antony , Zhang, Wenjun , Murányi, Andrea , Yan, Dongyao , Shanmugam, Kandavel , Jin, Zhaohui , Shanmugam, Kandavel , Sinicrope, Frank A , Graham, Rondell P , Shi, Qian , Jin, Zhaohui , Sinicrope, Frank A.

Clinical Cancer Research | August 11, 2023 | Volume: 29 | Issue: 20 | Pages: 4268-4277

10.1158/1078-0432.ccr-23-1109 Get It

Abstract Purpose: Targeting the programmed cell death protein 1 (PD-1)/programmed cell death ligand 1 (PD-L1) interaction has led to durable responses in fewer than half of patients with mismatch repair–deficient (MMR-d) advanced colorectal cancers. Immune contexture, including spatial distribution of immune cells in the tumor microenvironment (TME), may predict immunotherapy outcome. Experimental Design: Immune contexture and spatial distribution, including cell-to-cell distance measurements, were analyzed by multiplex immunofluorescence (mIF) in primary colorectal cancers with d-MMR (N = 33) from patients treated with anti–PD-1 antibodies. By digital image analysis, density, ratio, intensity, and spatial distribution of PD-L1, PD-1, CD8, CD3, CD68, LAG3, TGFβR2, MHC-I, CD14, B2M, and pan-cytokeratin were computed. Feature selection was performed by regularized Cox regression with LASSO, and a proportional hazards model was fitted to predict progression-free survival (PFS). Results: For predicting survival among patients with MMR-d advanced colorectal cancer receiving PD-1 blockade, cell-to-cell distance measurements, but not cell densities or ratios, achieved statistical significance univariately. By multivariable feature selection, only mean number of PD-1+ cells within 10 μm of a PD-L1+ cell was significantly predictive of PFS. Dichotomization of this variable revealed that those with high versus low values had significantly prolonged PFS [median not reached (>83 months) vs. 8.5 months (95% confidence interval (95% CI), 4.7–NR)] with a median PFS of 28.4 months for all patients [adjusted HR (HRadj) = 0.14; 95% CI, 0.04–0.56; P = 0.005]. Expression of PD-1 was observed on CD8+ T cells; PD-L1 on CD3+ and CD8+ T lymphocytes, macrophages (CD68+), and tumor cells. Conclusions: In d-MMR colorectal cancers, PD-1+ to PD-L1+ receptor to ligand proximity is a potential predictive biomarker for the effectiveness of PD-1 blockade.
Abstract 6648: Prediction of anti-PD-1 efficacy based on immune marker densities and their spatial distribution in colorectal cancer
Ahanonu, Eze , Hubbard, Antony , Murányi, Andrea , Yan, Dongyao , Shanmugam, Kandavel , Saberzadeh-Ardestani, Bahar , Graham, Rondell P. , Shi, Qian , McMahon, Sara , Williams, Crystal , Zhang, Wenjun, Sinicrope, Frank A.

Cancer Research | April 4, 2023 | Volume: 83 | Issue: 7_Supplement | Pages: 6648-6648

10.1158/1538-7445.am2023-6648 Get It

Abstract Background: Immune checkpoint inhibitors (ICIs) have revolutionized the treatment of patients with deficient DNA mismatch repair (d-MMR) metastatic colorectal cancer (CRC), yet less than half of patients receive clinical benefit. We hypothesized that immune contexture including spatial distribution of cells expressing immune molecules in the tumor microenvironment may predict immunotherapy outcome. Methods: Primary CRC tissues from consecutive patients with d-MMR metastatic CRC (N=33) were treated with anti-PD-1 antibodies at Mayo Clinic Comprehensive Cancer Center (2015-2018). Tumors were stained for PD-L1, PD-1, CD8, CD3, CD68, LAG3, TGFβR2, MHC-I, CD14, B2M, DAPI and pan-cytokeratin in 5 compartments (overall tumor, tumor epithelia, tumor stroma, peritumor inside vs outside) by multiplex immunofluorescence with digital image analysis. Features computed within each image analysis region included positive cell density, fraction of positive cell types, intensity of positive cells, and spatial distribution between distinct cell types (distances measured using image analysis software). Prior to model fitting, feature selection was performed using regularized Cox regression with LASSO. Regularization parameter was chosen based on 5-fold cross validation. A Cox proportional hazards model was fitted to predict patient progression-free survival (PFS). Results: Among patients with d-MMR CRCs, 16/33 (48.4%) were female, 10 received first-line ICI therapy, and 23 had received > 1 prior chemotherapy regimen. Median age was 61.6 years (IQR of 49.4, 73.7). Eight patients (24.2%) harbored BRAFV600E, 9 (27.2%) had mutant KRAS, and median PFS was 22.2 months (95% CI: 11.8, NR) with 20 events. PD-L1 was expressed in tumor cells, CD68+ macrophages, and CD3+ T lymphocytes. PD-1 expression on CD8+ T lymphocytes was also observed. By univariate analysis, only cell-cell distance readouts achieved statistical significance. Multivariable feature selection identified the mean number of PD-1+ cells within 10 microns of a PD-L1+ cell in the overall tumor as the strongest predictor of anti-PD-1 efficacy, and was significantly associated with PFS (HR=0.87, 95% CI: 0.79-0.95, p< 0.001). In contrast, the ratio of PD-1+/PD-L1+ cells was not predictive of treatment efficacy (p= 0.47), thereby underscoring the importance of spatial distribution for PFS prediction. Conclusion: The mean number of PD-1+ cells in proximity to PD-L1+ cells in tumors was a predictive biomarker of anti-PD-1 efficacy. Confirmatory studies are warranted. Citation Format: Bahar Saberzadeh-Ardestani, Rondell P. Graham, Qian Shi, Eze Ahanonu, Sara McMahon, Crystal Williams, Antony Hubbard, Wenjun Zhang, Andrea Muranyi, Dongyao Yan, Kandavel Shanmugam, Frank A. Sinicrope. Prediction of anti-PD-1 efficacy based on immune marker densities and their spatial distribution in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 6648.
Detection of the BRAFV600E protein in human colon carcinomas by a mutation-specific antibody.
Smyrk, Thomas C. , Thibodeau, Stephen N. , Singh, Shalini , Murányi, Andrea , Shanmugam, Kandavel , Grogan, Thomas M. , Group, North Central Cancer Treatment, Tougeron, David , Alberts, Steven R. , Shi, Qian , Sinicrope, Frank A. , Group, North Central Cancer Treatment

Journal of Clinical Oncology | March 11, 2020 | Volume: 31 | Issue: 15_suppl | Pages: 3576-3576

10.1200/jco.2013.31.15_suppl.3576 Get It

3576 Background: BRAF encodes a serine-threonine kinase that is a downstream effector of activated RAS. A point mutation (V600E) in BRAF occurs in a subset of colorectal cancers (CRCs) and is associated with adverse outcome and may predict non response to anti-EGFR antibodies. Detection of a BRAFV600E mutation in a CRC with microsatellite instability indicates a sporadic origin and excludes Lynch Syndrome. While BRAFV600E mutation status is determined using a DNA-based assay, antibodies against the BRAFV600E protein have recently been developed. We examined mutant BRAFV600E protein expression and its concordance with mutation status. Methods: Primary stage III colon carcinomas (50 BRAFV600E mutation carriers and 25 wild-type cases) were studied from a completed phase III adjuvant trial comparing FOLFOX +/- cetuximab (NCCTG N0147). In archival resection specimens, immunohistochemistry (IHC) was performed using a pan-BRAF antibody and a V600E mutation-specific antibody raised against an immunogenic synthetic peptide derived from the internal region of the BRAFV600E protein. BRAFV600E mutations in codon 15 were analyzed in extracted DNA using a multiplex, allele specific PCR–based assay. BRAF staining was scored independently by two pathologists blinded to mutation status. Results: In primary colon carcinomas stained with a pan-BRAF antibody, diffuse cytoplasmic staining for BRAF proteins was detected in 74 of 75 carcinomas with one case deemed non-evaluable. Using the mutation-specific BRAFV600E antibody, diffuse cytoplasmic staining was detected in 49 of 74 tumors without appreciable heterogeneity of expression. Among these 49 tumors expressing mutant BRAFV600E proteins, all (100%) were found to carry a BRAFV600E mutation according to a DNA-based assay. In contrast, absent BRAFV600E staining was observed in all 25 tumors that were found to have wild-type copies of BRAFV600E detected using a PCR-based assay. Conclusions: For the detection of mutant BRAFV600E, complete concordance was found between IHC and a DNA-based method in colon carcinomas. This finding supports the use of IHC as a simplified strategy to screen CRCs for mutant BRAFV600E proteins in routine clinical practice to inform clinical decision-making.
Intratumoral CD3+ and CD8+ T-Cell Densities in Patients With DNA Mismatch Repair–Deficient Metastatic Colorectal Cancer Receiving Programmed Cell Death-1 Blockade
Chakrabarti, Sakti , Huebner, Lucas J. , Finnes, Heidi D. , Murányi, Andrea , Clements, June, Singh, Shalini , Shanmugam, Kandavel , Hubbard, Joleen M. , McWilliams, Robert R. , Chakrabarti, Sakti , Sinicrope, Frank A.

JCO Precision Oncology | June 27, 2019 | Volume: No volume available | Issue: 3 | Pages: 1-7

10.1200/po.19.00055 Get It

Intratumoral CD3+ and CD8+ T-cell densities in patients with deficient DNA mismatch repair (dMMR) metastatic colorectal cancer (mCRC) receiving programmed death-1 (PD-1) blockade.
Chakrabarti, Sakti , Huebner, Lucas J. , Finnes, Heidi D. , Murányi, Andrea , Singh, Shalini , Clements, June, Shanmugam, Kandavel , Chakrabarti, Sakti , McWilliams, Robert R. , Hubbard, Joleen M. , Sinicrope, Frank A.

Journal of Clinical Oncology | May 27, 2019 | Volume: 37 | Issue: 15_suppl | Pages: 3532-3532

10.1200/jco.2019.37.15_suppl.3532 Get It

3532 Background: Colorectal cancer with dMMR display heterogeneity in the extent of intratumoral T-cell infiltration which may explain their variable responsiveness to PD-1 blockade. We examined the association of intratumoral CD3+ and CD8+ T-cell densities (TCD) with objective response rate (ORR) and response duration in patients with dMMR mCRCs receiving pembrolizumab (PEM). Methods: Record review was performed on 12 patients with dMMR mCRC treated with PEM (200 mg intravenously every 3 weeks) after failure of prior chemotherapy [median no. of regimens was 1 (range 1-4)] between 01/2015 and 12/2017. CD3+ and CD8+ TCDs were analyzed in the primary tumor core (CT) and at the invasive margin (IM) by immunohistochemistry and automated image analysis to determine density score (0 to 100) for each T-cell subtype and compartment (Ventana Medical Systems, Inc.). Patients were categorized as 1) responders [CR (complete response) + PR (partial response)] vs. non responders [SD (stable disease) + PD (progressive disease)] per RECIST version 1.1, and 2) by duration of response (< or > 12 months). Results: Median follow-up post PEM was 19.5 (9-41) months. Responders included 2 CR and 5 PR; non-responders included 4 SD and 1 PD. The ORR and median time to response were 58.3% (7/12) and 12 weeks (range 9-40), respectively. CD3+ and CD8+ TCD scores were higher in responders vs. in non-responders as well as in patients who had disease control for > 12 months; differences were greatest for CD8+ CT (Table). Conclusions: Among patients treated with PEM, data suggest higher intratumoral CD3+ and CD8+ TCDs in responders versus non-responders and in those with a longer duration of disease control. If confirmed, TCDs may potentially predict responsiveness to PD-1 blockade in dMMR mCRCs. [Table: see text]
Intertumoral Heterogeneity of CD3+ and CD8+ T-Cell Densities in the Microenvironment of DNA Mismatch-Repair–Deficient Colon Cancers: Implications for Prognosis
Yoon, Harry H. , Shi, Qian , Heying, Erica N., Murányi, Andrea , Bredno, Joerg , Ough, Faith , Djalilvand, Azita, Clements, June, Bowermaster, Rebecca, Shanmugam, Kandavel , Shi, Qian , Liu, Wen-Wei, Barnes, Michael, Alberts, Steven R. , Sinicrope, Frank A.

Clinical Cancer Research | October 9, 2018 | Volume: 25 | Issue: 1 | Pages: 125-133

10.1158/1078-0432.ccr-18-1984 Get It

Abstract Purpose: Colorectal cancers with deficient DNA mismatch repair (dMMR) are presumed to uniformly have dense lymphocytic infiltration that underlies their favorable prognosis and is critical to their responsiveness to immunotherapy, as compared with MMR-proficient (pMMR) tumors. We examined T-cell densities and their potential heterogeneity in a large cohort of dMMR tumors. Experimental Design: CD3+ and CD8+ T-cell densities were quantified at the invasive margin (IM) and tumor core (CT) in 561 stage III colon cancers (dMMR, n = 278; pMMR, n = 283) from a phase III adjuvant trial (N0147). Their association with overall survival (OS) was determined using multivariable Cox analysis. Results: Although CD3+ and CD8+ T-cell densities in the tumor microenvironment were higher in dMMR versus pMMR tumors overall, intertumoral heterogeneity in densities between tumors was significantly higher by 30% to 88% among dMMR versus pMMR cancers (P &lt; 0.0001 for all four T-cell subtypes [CD3+IM, CD3+CT, CD8+IM, CD8+CT]). A substantial proportion of dMMR tumors (26% to 35% depending on the T-cell subtype) exhibited T-cell densities as low as that in the bottom half of pMMR tumors. All four T-cell subtypes were prognostic in dMMR with CD3+IM being the most strongly prognostic. Low (vs. high) CD3+IM was independently associated with poorer OS among dMMR (HR, 4.76; 95% confidence interval, 1.43–15.87; P = 0.0019) and pMMR tumors (P = 0.0103). Conclusions: Tumor-infiltrating T-cell densities exhibited greater intertumoral heterogeneity among dMMR than pMMR colon cancers, with CD3+IM providing robust stratification of both dMMR and pMMR tumors for prognosis. Potentially, lower T-cell densities among dMMR tumors may contribute to immunotherapy resistance.
CD3+ and CD8+ tumor-infiltrating lymphocyte (TIL) densities to prognostically stratify DNA mismatch repair-deficient (dMMR) colon cancer patients (pts): NCCTG N0147 (Alliance).
Yoon, Harry H. , Heying, Erica N., Murányi, Andrea , Ough, Faith , Djalilvand, Azita, Clements, June, Bowermaster, Rebecca, Shanmugam, Kandavel , Shi, Qian , Liu, Wenwei , Barnes, Michael, Alberts, Steven R. , Sinicrope, Frank A.

Journal of Clinical Oncology | September 5, 2018 | Volume: 36 | Issue: 15_suppl | Pages: 3598-3598

10.1200/jco.2018.36.15_suppl.3598 Get It

Simultaneous Drug Targeting of the Promoter MYC G-Quadruplex and BCL2 i-Motif in Diffuse Large B-Cell Lymphoma Delays Tumor Growth
Kendrick, Samantha , Murányi, Andrea , Hurley, Laurence H. , Hurley, Laurence H , Gokhale, Vijay M. , Rimsza, Lisa M.

Journal of Medicinal Chemistry | June 12, 2017 | Volume: 60 | Issue: 15 | Pages: 6587-6597

10.1021/acs.jmedchem.7b00298 Get It

Mutation‐specific antibody detects mutant BRAFV600E protein expression in human colon carcinomas
Smyrk, Thomas C. , Tougeron, David , Thibodeau, Stephen N. , Singh, Shalini , Murányi, Andrea , Shanmugam, Kandavel , Grogan, Thomas M. , Shi, Qian , Sinicrope, Frank A. , Alberts, Steven R. , Shi, Qian , Tougeron, David

Cancer | May 8, 2013 | Volume: 119 | Issue: 15 | Pages: 2765-2770

10.1002/cncr.28133 Get It

BACKGROUNDA point mutation (V600E) in the BRAF oncogene is a prognostic biomarker and may predict for nonresponse to anti‐EGFR antibody therapy in patients with colorectal carcinoma. BRAFV600E mutations are frequently detected in tumors with microsatellite instability and indicate a sporadic origin. We used a mutation‐specific antibody to examine mutant BRAFV600E protein expression and its concordance with BRAFV600E mutation data.METHODSPrimary stage III colon carcinomas were analyzed for BRAFV600E mutations in exon 15, and 50 BRAFV600E mutation carriers and 25 wild‐type tumors were selected for analysis of BRAF proteins by immunohistochemistry (IHC). IHC was performed in archival tissue specimens using a pan‐BRAF antibody and a mutation‐specific antibody against BRAFV600E proteins. Staining was scored by 2 pathologists who were blinded to clinical and mutation data.RESULTSUsing a pan‐BRAF antibody, total BRAF protein expression was observed in the tumor cell cytoplasm in 74 of 75 colon carcinomas. A mutation‐specific antibody identified diffuse cytoplasmic staining of mutant BRAFV600E proteins in 49 of 74 cancers. Analysis using a polymerase chain reaction‐based assay revealed that all 49 of these cancers carried BRAFV600E mutations. In contrast, BRAFV600E staining was absent in all 25 tumors that carried wild‐type copies of BRAF.CONCLUSIONSA BRAF mutation‐specific (V600E) antibody detected tumors with BRAFV600E mutations and exhibited complete concordance with a DNA‐based method. These results support the use of IHC as a simplified strategy to screen colorectal cancers for BRAFV600E mutations in clinical practice. Cancer 2013;119:2765–2770. © 2013 American Cancer Society.