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Sahin TK, Isik A, Guven DC, Ceylan F, Babaoglu B, Akyol A, Yalcin S, Dizdar O. The prognostic and predictive role of class III β-Tubulin and hENT1 expression in patients with advanced pancreatic ductal adenocarcinoma. Pancreatology 2024; 24:279-288. [PMID: 38272717 DOI: 10.1016/j.pan.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/14/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
BACKGROUND FOLFIRINOX and gemcitabine-nabpaclitaxel (GnP) are standard first-line treatment regimens for advanced pancreatic ductal adenocarcinoma (PDAC). However, currently, there is a lack of predictive biomarkers to aid in the treatment selection. We aimed to explore the prognostic and predictive value of class III β-Tubulin (TUBB3) and human equilibrative nucleoside transporter 1 (hENT1) expression, which have previously been shown to be associated with taxane and gemcitabine resistance in advanced PDAC. METHODS We conducted a retrospective analysis of 106 patients with advanced PDAC treated with GnP and/or FOLFIRINOX at our institution. TUBB3 and hENT1 immunohistochemical staining was performed on tumor specimens and subsequently evaluated based on the intensity and percentage of expression. RESULTS In patients who received the GnP regimen, a high combined score (TUBB3low/hENT1high) was associated with a higher DCR and longer PFS compared to those with intermediate (TUBB3high/hENT1high or TUBB3low/hENT1low) and low score (TUBB3high/hENT1low). In the multivariate analysis, a high combined score was an independent predictor of higher DCR (OR:11.96; 95 % CI:2.61-54.82; p = 0.001) and longer PFS (HR:0.33; 95%CI:0.18-0.60; p < 0.001). However, there was no difference in response rates or PFS based on TUBB3 and hENT1 expression among patients receiving the FOLFIRINOX regimen. CONCLUSION Our findings indicate that tumor TUBB3 and hENT1 expression may predict the efficacy of the GnP regimen, and low TUBB3 and high hENT1 expression (TUBB3low/hENT1high) are associated with a higher DCR and longer PFS in patients treated with GnP. Evaluating TUBB3 and hENT1 jointly can identify the patients most (as well as least) likely to benefit from GnP chemotherapy.
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Affiliation(s)
- T K Sahin
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, Ankara, Turkey.
| | - A Isik
- Hacettepe University Transgenic Animal Technologies Research and Application Center, Sıhhiye, Ankara, Turkey
| | - D C Guven
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - F Ceylan
- Department of Medical Oncology, Ankara City Hospital, Ankara, Turkey
| | - B Babaoglu
- Department of Pathology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - A Akyol
- Hacettepe University Transgenic Animal Technologies Research and Application Center, Sıhhiye, Ankara, Turkey; Department of Pathology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - S Yalcin
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - O Dizdar
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey.
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Hasanov E, Lam TNA, Lin J, Reville PK, Hasanov M, Casasent AK, Shih D, Hanalioglu S, Bilen MA, Alhalabi O, Babaoglu B, Baylarov B, Osunkoya AO, Norberg LM, Gumin J, Tran TM, Li J, Hoang AG, Chancoco HD, Kerrigan BCP, Thompson EJ, Kim BYS, Suki D, Mut M, Soylemezoglu F, Genovese G, Akdemir KC, Tawbi HA, Tannir NM, McAllister F, Davies MA, Sharma P, Huse J, Lang F, Navin N, Jonasch E. Abstract 5788: Single-cell and spatial transcriptomic mapping of human renal cell carcinoma brain metastases uncovers actionable immune-resistance targets. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-5788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: The discovery of immune checkpoint inhibitors has revolutionized metastatic renal cell carcinoma (RCC) treatment. However, in patients with RCC brain metastases, response rates are low and survival outcomes poor. To understand the tumor microenvironmental differences between primary kidney tumors, extracranial metastases, and brain metastases, we developed a detailed single-cell atlas of RCC brain metastases along with their matched extracranial and primary tumors.
Methods: We performed single-nucleus RNA-seq on 27 samples (nearly 200,000 cells) from RCC patients; samples included 14 brain metastases, 8 matched primary kidney tumors, and 5 matched extracranial metastases. We performed multiplex IHC to validate selected transcriptomic findings. We used Nanostring CosMx 960-plex RNA spatial molecular imaging technique on selected samples to validate cellular interactions in a spatial context.
Results: We established a multi-tissue single-cell atlas of RCC brain metastases by identifying 9 major and 37 minor malignant, immune, and stromal cell clusters. Brain metastases had higher neuronal and glial cells interacting with immune and tumor cells. Brain metastasis tumor cells were also transcriptomically reprogrammed to adapt to the brain microenvironment through enrichment of MYC targets, MTORC1 signaling, epithelial-mesenchymal transition, fatty-acid metabolism, oxidative phosphorylation, and reactive oxygen species pathways. Moreover, cell-to-cell communication and downstream target gene expression analyses showed that brain metastasis tumor cells expressed ligands and receptors that induce tumor cell proliferation in both autocrine and paracrine fashions. Among T-cell populations, we found fewer proliferating cytotoxic T lymphocytes in the brain than in other sites. Moreover, T cells in brain metastases expressed higher levels of several targetable inhibitory checkpoints than did extracranial metastases. In addition, we found that naïve/memory T cells in brain metastases were a favorable prognostic marker for overall survival after craniotomy. Our characterization of myeloid cell populations across the 3 disease sites found fewer dendritic cells and monocytes in the brain compared to other sites. Macrophages in brain metastases more highly expressed an M2 immunosuppressive gene signature than did those in primary RCC tumors.
Conclusion: Our findings from the largest single-cell atlas of RCC brain metastases with matched primary and extracranial metastases suggest several unique targetable, immunosuppressive biological mechanisms in the brain microenvironment. These results provide a foundation for a deeper understanding of RCC brain metastasis biology and can serve as a resource for the scientific community to further explore therapeutically targetable tumor and immune-related mechanisms.
Citation Format: Elshad Hasanov, Truong Nguyen Anh Lam, Jerome Lin, Patrick K. Reville, Merve Hasanov, Anna K. Casasent, David Shih, Sahin Hanalioglu, Mehmet Asim Bilen, Omar Alhalabi, Berrin Babaoglu, Baylar Baylarov, Adeboye O. Osunkoya, Lisa M. Norberg, Joy Gumin, Tuan M. Tran, Jianzhuo Li, Anh G. Hoang, Haidee D. Chancoco, Brittany C. Parker Kerrigan, Erika J. Thompson, Betty YS Kim, Dima Suki, Melike Mut, Figen Soylemezoglu, Giannicola Genovese, Kadir C. Akdemir, Hussain A. Tawbi, Nizar M. Tannir, Florencia McAllister, Michael A. Davies, Padmanee Sharma, Jason Huse, Frederick Lang, Nicholas Navin, Eric Jonasch. Single-cell and spatial transcriptomic mapping of human renal cell carcinoma brain metastases uncovers actionable immune-resistance targets [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 5788.
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Affiliation(s)
- Elshad Hasanov
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Jerome Lin
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Merve Hasanov
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - David Shih
- 2School of Biomedical Sciences, The University of Hong Kong, Hong Kong
| | | | | | - Omar Alhalabi
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Lisa M. Norberg
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Joy Gumin
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tuan M. Tran
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianzhuo Li
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Anh G. Hoang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Betty YS Kim
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Dima Suki
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Melike Mut
- 5University of Virginia, Charlottesville, VA
| | | | | | | | | | - Nizar M. Tannir
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Padmanee Sharma
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jason Huse
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Frederick Lang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Nicholas Navin
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Eric Jonasch
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
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Ağın A, Kiratli H, Guresci S, Babaoglu B, Karakaya J, Soylemezoglu F. Evaluation of HSP-27, BAP1, BRAF V600E, CCR7, and PD-L1 expression in uveal melanoma on enucleated eyes and metastatic liver tumors. Int J Biol Markers 2022; 37:200-209. [PMID: 35341390 DOI: 10.1177/03936155221088886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The presence of metastatic disease is one of the most important factors limiting survival in patients with uveal melanoma. Studies on proteins associated with metastatic mechanisms are sparse in the literature. METHODS Enucleation samples from 15 patients with metastatic uveal melanoma (Group 1), liver metastasectomy samples from 8 patients with metastatic uveal melanoma (Group 2), and enucleation samples from 20 patients with non-metastatic uveal melanoma as controls (Group 3) were included in the study. Antibodies against heat shock protein 27 (HSP-27), BRCA1-associated protein-1 (BAP1), C-C chemokine receptor 7 (CCR7), B-Raf proto-oncogene serine/threonine-protein kinase V600E (BRAF V600E), and programmed death-ligand 1 (PD-L1) were used to detect immunoreactivity in each sample by immunohistochemical methods. Correlations between these expressed proteins and selected histopathological and clinical features, and metastatic process were investigated. RESULTS The frequencies of HSP-27 (median score: Group 1: 8, Group 2: 12, Group 3: 4) and BRAF V600E expressions (number of samples: Group 1: 4 (26.7%), Group 2: 1 (12.5%), Group 3: 0 (0%)), and BAP1 expression loss (number of samples : Group 1: 12 (80%), Group 2: 8 (100%), Group 3: 9 (45%)) were higher in samples from patients with metastatic uveal melanoma (Group 1 + 2) than in those from patients with non-metastatic disease (Group 3) (P = 0.001, P = 0.034, and P = 0.007, respectively). CCR7 expression (median score: Group 1: 0, Group 2: 2, Group 3: 3) was similar among these three groups (P = 0.136). No samples exhibited PD-L1 expression (P = 1.000). One-unit increases in the HSP-27 expression level and BAP1 expression loss were significantly related to 1.375- and 7.855-fold increases in the risk of metastasis, respectively (P = 0.007 and P = 0.017). CONCLUSION HSP-27 and BAP1 are considered to be associated with metastasis, indicating these proteins as potential treatment targets in metastatic uveal melanoma.
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Affiliation(s)
- Abdullah Ağın
- Department of Ophthalmology, University of Health Science, 147013Haseki Training and Research Hospital, Istanbul, Turkey
| | - Hayyam Kiratli
- Ocular Oncology Service, Department of Ophthalmology, 37515Hacettepe University School of Medicine, Ankara, Turkey
| | - Servet Guresci
- Department of Pathology, 536164Ankara City Hospital, Ankara, Turkey
| | - Berrin Babaoglu
- Department of Pathology, 37515Hacettepe University School of Medicine, Ankara, Turkey
| | - Jale Karakaya
- Department of Biostatistics, 37515Hacettepe University School of Medicine, Ankara, Turkey
| | - Figen Soylemezoglu
- Department of Pathology, 37515Hacettepe University School of Medicine, Ankara, Turkey
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Aydin AM, Baydar DE, Hazir B, Babaoglu B, Bilen CY. Prognostic significance of pre- and post-treatment PD-L1 expression in patients with primary high-grade non-muscle-invasive bladder cancer treated with BCG immunotherapy. World J Urol 2020; 38:2537-2545. [PMID: 31900581 DOI: 10.1007/s00345-019-03065-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 12/21/2019] [Indexed: 01/02/2023] Open
Abstract
PURPOSE Programmed cell death-1 ligand-1 (PD-L1) expression has been associated with prognostic implications in urologic malignancies. We aimed to investigate prognostic significance of pre- and post-treatment PD-L1 expression in patients treated with BCG for high-grade non-muscle-invasive bladder cancer (NMIBC). METHODS We reviewed a total of 141 high-grade NMIBC cases treated with transurethral resection + ≥ 6 BCG instillations between 2004 and 2017. PD-L1 immunohistochemistry (IHC) scoring was done on 0-3 scale, and cut-off for positive and high-level PD-L1 expression was set to ≥ 1% and ≥ 5% staining of tumor-infiltrating immune cells (IC), respectively. Clinicopathologic characteristics and oncologic outcomes [recurrence-free (RFS) and progression-free survival (PFS)] were compared, stratified by PD-L1 positivity. The prognostic role of PD-L1 was assessed using Kaplan-Meier, and univariate and multivariate Cox regression analyses. RESULTS Pre-treatment, 46.2% and 6.8% of high-grade NMIBC demonstrated positive and high-level PD-L1 expression, respectively. Positive PD-L1 expression was associated with submucosal invasion and refractory-tumor recurrence. PD-L1 expression was not associated with RFS or PFS in regression analysis. Post-treatment, 55.1% and 11.6% of recurrent tumors demonstrated positive and high-level PD-L1 expression, respectively. Down-regulation of PD-L1 expression was noted in patients with refractory recurrence (p = 0.012). CONCLUSION Pre-treatment PD-L1 expression was associated with unfavorable pathological features in primary high-grade NMIBC and its expression level after BCG immunotherapy was significantly decreased in patients with refractory recurrence. PD-L1 expression did not have prognostic value for PFS or RFS; therefore, further research is necessary to identify novel biomarkers for prediction of disease outcomes in high-grade NMIBC.
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Affiliation(s)
- Ahmet Murat Aydin
- Department of Urology, Hacettepe University, Ankara, Turkey. .,Department of Genitourinary Oncology, Moffitt Cancer Center, 12902 USF Magnolia Drive, Tampa, FL, 33612, USA.
| | - Dilek E Baydar
- Department of Pathology, Koc University, Istanbul, Turkey
| | - Berk Hazir
- Department of Urology, Hacettepe University, Ankara, Turkey
| | - Berrin Babaoglu
- Department of Pathology, Hacettepe University, Ankara, Turkey
| | - Cenk Y Bilen
- Department of Urology, Hacettepe University, Ankara, Turkey
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