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Roy S, Dukic T, Keepers Z, Bhandary B, Lamichhane N, Molitoris J, Ko YH, Banerjee A, Shukla HD. SOX2 and OCT4 mediate radiation and drug resistance in pancreatic tumor organoids. Cell Death Discov 2024; 10:106. [PMID: 38429272 PMCID: PMC10907757 DOI: 10.1038/s41420-024-01871-1] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/09/2024] [Accepted: 02/14/2024] [Indexed: 03/03/2024] Open
Abstract
Pancreatic cancer has a five-year survival rate of only 10%, mostly due to late diagnosis and limited treatment options. In patients with unresectable disease, either FOLFIRINOX, a combination of 5-fluorouracil (5-FU), oxaliplatin and irinotecan, or gemcitabine plus nab-paclitaxel combined with radiation are frontline standard regimens. However, chemo-radiation therapy has shown limited success because patients develop resistance to chemotherapy and/or radiation. In this study, we evaluated the role of pancreatic cancer stem cells (CSC) using OCT4 and SOX2, CSC markers in mouse pancreatic tumor organoids. We treated pancreatic tumor organoids with 4 or 8 Gy of radiation, 10 μM of 5-FU (5-Fluorouracil), and 100 μM 3-Bromopyruvate (3BP), a promising anti-cancer drug, as a single treatment modalities, and in combination with RT. Our results showed significant upregulation of, OCT4, and SOX2 expression in pancreatic tumor organoids treated with 4 and 8 Gy of radiation, and downregulation following 5-FU treatment. The expression of CSC markers with increasing treatment dose exhibited elevated upregulation levels to radiation and downregulation to 5-FU chemotherapy drug. Conversely, when tumor organoids were treated with a combination of 5-FU and radiation, there was a significant inhibition in SOX2 and OCT4 expression, indicating CSC self-renewal inhibition. Noticeably, we also observed that human pancreatic tumor tissues exhibited heterogeneous and aberrant OCT4 and SOX2 expression as compared to normal pancreas, indicating their potential role in pancreatic cancer growth and therapy resistance. In addition, the combination of 5-FU and radiation treatment exhibited significant inhibition of the β-catenin pathway in pancreatic tumor organoids, resulting in sensitization to treatment and organoid death. In conclusion, our study emphasizes the crucial role of CSCs in therapeutic resistance in PC treatment. We recommend using tumor organoids as a model system to explore the impact of CSCs in PC and identify new therapeutic targets.
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Affiliation(s)
- Sanjit Roy
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Tijana Dukic
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Zachery Keepers
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Binny Bhandary
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Narottam Lamichhane
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jason Molitoris
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Young H Ko
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Aditi Banerjee
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Hem D Shukla
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA.
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Tu KJ, Roy SK, Keepers Z, Gartia MR, Shukla HD, Biswal NC. Docetaxel radiosensitizes castration-resistant prostate cancer by downregulating CAV-1. Int J Radiat Biol 2024; 100:256-267. [PMID: 37747697 DOI: 10.1080/09553002.2023.2263553] [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] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 09/18/2023] [Indexed: 09/26/2023]
Abstract
PURPOSE Docetaxel (DXL), a noted radiosensitizer, is one of the few chemotherapy drugs approved for castration-resistant prostate cancer (CRPC), though only a fraction of CRPCs respond to it. CAV-1, a critical regulator of radioresistance, has been known to modulate DXL and radiation effects. Combining DXL with radiotherapy may create a synergistic anticancer effect through CAV-1 and improve CRPC patients' response to therapy. Here, we investigate the effectiveness and molecular characteristics of DXL and radiation combination therapy in vitro. MATERIALS AND METHODS We used live/dead assays to determine the IC50 of DXL for PC3, DU-145, and TRAMP-C1 cells. Colony formation assay was used to determine the radioresponse of the same cells treated with radiation with/without IC50 DXL (4, 8, and 12 Gy). We performed gene expression analysis on public transcriptomic data collected from human-derived prostate cancer cell lines (C4-2, PC3, DU-145, and LNCaP) treated with DXL for 8, 16, and 72 hours. Cell cycle arrest and protein expression were assessed using flow cytometry and western blot, respectively. RESULTS Compared to radiation alone, combination therapy with DXL significantly increased CRPC death in PC3 (1.48-fold, p < .0001), DU-145 (1.64-fold, p < .05), and TRAMP-C1 (1.13-fold, p < .05) at 4 Gy of radiation. Gene expression of CRPC treated with DXL revealed downregulated genes related to cell cycle regulation and upregulated genes related to immune activation and oxidative stress. Confirming the results, G2/M cell cycle arrest was significantly increased after treatment with DXL and radiation. CAV-1 protein expression was decreased after DXL treatment in a dose-dependent manner; furthermore, CAV-1 copy number was strongly associated with poor response to therapy in CRPC patients. CONCLUSIONS Our results suggest that DXL sensitizes CRPC cells to radiation by downregulating CAV-1. DXL + radiation combination therapy may be effective at treating CRPC, especially subtypes associated with high CAV-1 expression, and should be studied further.
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Affiliation(s)
- Kevin J Tu
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD, USA
| | - Sanjit K Roy
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Zachery Keepers
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Manas R Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, USA
| | - Hem D Shukla
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Nrusingh C Biswal
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
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Sheikh E, Agrawal K, Roy S, Burk D, Donnarumma F, Ko YH, Guttula PK, Biswal NC, Shukla HD, Gartia MR. Multimodal Imaging of Pancreatic Cancer Microenvironment in Response to an Antiglycolytic Drug. Adv Healthc Mater 2023; 12:e2301815. [PMID: 37706285 PMCID: PMC10842640 DOI: 10.1002/adhm.202301815] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Indexed: 09/15/2023]
Abstract
Lipid metabolism and glycolysis play crucial roles in the progression and metastasis of cancer, and the use of 3-bromopyruvate (3-BP) as an antiglycolytic agent has shown promise in killing pancreatic cancer cells. However, developing an effective strategy to avoid chemoresistance requires the ability to probe the interaction of cancer drugs with complex tumor-associated microenvironments (TAMs). Unfortunately, no robust and multiplexed molecular imaging technology is currently available to analyze TAMs. In this study, the simultaneous profiling of three protein biomarkers using SERS nanotags and antibody-functionalized nanoparticles in a syngeneic mouse model of pancreatic cancer (PC) is demonstrated. This allows for comprehensive information about biomarkers and TAM alterations before and after treatment. These multimodal imaging techniques include surface-enhanced Raman spectroscopy (SERS), immunohistochemistry (IHC), polarized light microscopy, second harmonic generation (SHG) microscopy, fluorescence lifetime imaging microscopy (FLIM), and untargeted liquid chromatography and mass spectrometry (LC-MS) analysis. The study reveals the efficacy of 3-BP in treating pancreatic cancer and identifies drug treatment-induced lipid species remodeling and associated pathways through bioinformatics analysis.
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Affiliation(s)
- Elnaz Sheikh
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Kirti Agrawal
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Sanjit Roy
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - David Burk
- Department of Cell Biology and Bioimaging, Pennington Biomedical Research Center, Baton Rouge, LA, 70808, USA
| | - Fabrizio Donnarumma
- Department of Chemistry, Louisiana State University, Baton Rouge, LA, 70803, USA
| | - Young H Ko
- NewG Lab Pharma, 701 East Pratt Street, Columbus Center, Baltimore, MD, 21202, USA
| | - Praveen Kumar Guttula
- Sprott Center for Stem Cell Research, Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, K1H 8M5, Canada
| | - Nrusingh C Biswal
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Hem D Shukla
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Manas Ranjan Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA
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Shukla H, Shukla HD, Dukic T, Roy S, Lamichhane N, Molitoris JK, Carrier F, Regine WF. Pancreatic Cancer Derived 3-D Organoids as Clinical Tool to Predict Response to Radiation and Chemo-Radiation Therapy. Int J Radiat Oncol Biol Phys 2023; 117:e259. [PMID: 37784993 DOI: 10.1016/j.ijrobp.2023.06.1211] [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: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Pancreatic cancer (PC) is the fourth leading cause of cancer death in both men and women. The standard of care for patients with locally advanced PC of chemotherapy, stereotactic radiotherapy (RT) or chemo-radiation-therapy has shown highly variable and limited success rates. However, three-dimensional (3D) Pancreatic tumor organoids (PTOs) have shown promise to study tumor response to drugs, and emerging treatments under in vitro conditions. We investigated the potential for using 3D organoids to evaluate the precise radiation and drug dose responses of in vivo PC tumors. MATERIALS/METHODS PTOs were created from mouse pancreatic tumor tissues, and their microenvironment was compared to that of in vivo tumors using immunohistochemical staining. The organoids and in vivo PC tumors were treated with fractionated X-ray RT, 3-bromopyruvate (3BP) anti-tumor drug, and with a combination of 3BP + fractionated RT. We quantified treatment response by metabolic imaging and immunofluorescence of αSMA and vimentin markers. RESULTS Pancreatic tumor organoids (PTOs) exhibited a similar fibrotic microenvironment and molecular response (as seen by apoptosis biomarker expression) as in vivo tumors. Untreated tumor organoids and in vivo tumor both exhibited proliferative growth of 6 folds the original size after 10 days, whereas no growth was seen for organoids and in vivo tumors treated with 8 (Gray) Gy of fractionated RT. Tumor organoids showed reduced growth rates of 3.2x and 1.8x when treated with 4 and 6 Gy fractionated RT, respectively. Interestingly, combination of 100 µM of 3BP + 4 Gy of RT showed pronounced growth inhibition as compared to 3-BP alone or 4 Gy of radiation alone. Further, we observed overexpression of OCT-4, SOX2, Nanog cancer stem cell markers (CSC) indicated presence of cancer stem cells in tumor organoids which might have some role in resistance to therapies and recurrence in pancreatic cancer. CONCLUSION PTOs produced a similar microenvironment and exhibited similar growth characteristics as in vivo tumors following treatment, indicating their potential for predicting in vivo tumor sensitivity and response to RT and combined chemo-RT treatments. Cancer stem cells in pancreatic cancer could be playing a role in resistance to therapies and recurrence in pancreatic cancer.
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Affiliation(s)
- H Shukla
- Dept of Radiation Oncology, School of Medicine, University of Maryland, Baltimore, MD
| | - H D Shukla
- 655 West Baltimore Street, Bressler Research Building 8-025, Baltimore, MD
| | - T Dukic
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore MD 21201, Baltimore, MD
| | - S Roy
- 1Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201 2 New G Lab Pharma, 701 East Pratt Street, Columbus Center, Baltimore, MD 21202., Baltimore, MD
| | - N Lamichhane
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD
| | - J K Molitoris
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD
| | - F Carrier
- University of Maryland, Baltimore, MD
| | - W F Regine
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD
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Tu KJ, Zhang H, Rodrigues D, Molitoris JK, Sawant A, Shukla HD. Abstract 1104: Gene expression profile analysis of hyperthermia-induced radiosensitivity in breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1104] [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
Hyperthermia treatment of tumors (43-47°C) is used to sensitize breast cancer tumors to radiotherapy. Thermoradiotherapy significantly increases complete response rate and provides a treatment modality for more aggressive forms of the disease for which treatment options are generally more limited. However, the cellular mechanism underlying hyperthermia-induced radiosensitivity remains unclear. To better understand this phenomenon, we analyzed microarray data from four cell lines following treatment at 45°C for 30 minutes (Gene Expression Omnibus GSE48398). Three of the cell lines, MDA231 (37ºC, n=6; 45ºC, n=3), MDA486 (37ºC, n=6; 45ºC, n=3), and MCF7 (37ºC, n=6; 45ºC, n=6), were malignant breast cancer cell lines. The fourth cell line, MCF10A (37ºC, n=3; 45ºC, n=3), was from non-malignant mammary epithelial tissue. We identified 164 DEGs (adjP < 0.05, Fold change > 2) shared between the four cell lines and 182 DEGS shared by the three cancerous cell lines. Genes involved in radiosensitivity regulation as identified by dbCRSR, a database of radioresistance genes, were significantly dysregulated (Chi-squared test, p = 0.04). Gene ontology analysis using Cytoscape (v3.8.2) found 53 significantly enriched GO terms from an analysis off the DEGs (Benjamini-Hochberg adjP < 0.05). In particular, DEGs were enriched in processes involving G2 cell cycle arrest, apoptosis, and DNA damage checkpoints (adjP<0.005). We identified nine significantly enriched KEGG pathways, which included the ErbB (adjP=0.02), p53 (adjP=0.03), and PD-1 (adjP=0.02) cancer signaling pathways. We constructed a STRING protein-protein interaction network and then identified the 20 DEGs which had the greatest number of interactions. Identification of key genes in regulating hyperthermia-induced radiosensitivity were identified out of these 20 genes using two criteria: 1) overlap with two cancer signaling pathways and 2) involvement in radiosensitivity regulation. PTEN, a tumor suppressor overexpressed by up to 3.2-fold in vitro following hyperthermia, was identified as a key gene that may regulate hyperthermia-induced radiosensitivity in breast cancer. Distinct patterns of gene expression existed between breast cancer cells treated with hyperthermia and non-treated cells. Our data suggest that hyperthermia may exert its effects through arresting cells in the G2 phase, a particularly radiosensitive section of the cell cycle. Understanding the genes and pathways responsible for the heat-induced sensitization of breast cancer will allow us to exploit genetic alterations in tumors and develop non-invasive thermoradiotherapy regimens that more specifically target the tumor. Our study provides the basis for further investigation of genes regulating heat-induced radiosensitization and its molecular mechanism in breast cancer.
Citation Format: Kevin Jili Tu, Hong Zhang, Dario Rodrigues, Jason K. Molitoris, Amit Sawant, Hem D. Shukla. Gene expression profile analysis of hyperthermia-induced radiosensitivity in breast 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 1104.
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Affiliation(s)
- Kevin Jili Tu
- 1University of Maryland School of Medicine, Baltimore, MD
| | - Hong Zhang
- 1University of Maryland School of Medicine, Baltimore, MD
| | | | | | - Amit Sawant
- 1University of Maryland School of Medicine, Baltimore, MD
| | - Hem D. Shukla
- 1University of Maryland School of Medicine, Baltimore, MD
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Shukla HD, Dukic T, Roy S, Bhandary B, Gerry A, Poirier Y, Lamichhane N, Molitoris J, Carrier F, Banerjee A, Regine WF, Polf JC. Pancreatic cancer derived 3D organoids as a clinical tool to evaluate the treatment response. Front Oncol 2023; 12:1072774. [PMID: 36713532 PMCID: PMC9879007 DOI: 10.3389/fonc.2022.1072774] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/29/2022] [Indexed: 01/13/2023] Open
Abstract
Background and purpose Pancreatic cancer (PC) is the fourth leading cause of cancer death in both men and women. The standard of care for patients with locally advanced PC of chemotherapy, stereotactic radiotherapy (RT), or chemo-radiation-therapy has shown highly variable and limited success rates. However, three-dimensional (3D) Pancreatic tumor organoids (PTOs) have shown promise to study tumor response to drugs, and emerging treatments under in vitro conditions. We investigated the potential for using 3D organoids to evaluate the precise radiation and drug dose responses of in vivo PC tumors. Methods PTOs were created from mouse pancreatic tumor tissues, and their microenvironment was compared to that of in vivo tumors using immunohistochemical and immunofluorescence staining. The organoids and in vivo PC tumors were treated with fractionated X-ray RT, 3-bromopyruvate (3BP) anti-tumor drug, and combination of 3BP + fractionated RT. Results Pancreatic tumor organoids (PTOs) exhibited a similar fibrotic microenvironment and molecular response (as seen by apoptosis biomarker expression) as in vivo tumors. Untreated tumor organoids and in vivo tumor both exhibited proliferative growth of 6 folds the original size after 10 days, whereas no growth was seen for organoids and in vivo tumors treated with 8 (Gray) Gy of fractionated RT. Tumor organoids showed reduced growth rates of 3.2x and 1.8x when treated with 4 and 6 Gy fractionated RT, respectively. Interestingly, combination of 100 µM of 3BP + 4 Gy of RT showed pronounced growth inhibition as compared to 3-BP alone or 4 Gy of radiation alone. Further, positive identification of SOX2, SOX10 and TGFβ indicated presence of cancer stem cells in tumor organoids which might have some role in resistance to therapies in pancreatic cancer. Conclusions PTOs produced a similar microenvironment and exhibited similar growth characteristics as in vivo tumors following treatment, indicating their potential for predicting in vivo tumor sensitivity and response to RT and combined chemo-RT treatments.
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Affiliation(s)
- Hem D Shukla
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States,*Correspondence: Hem D Shukla,
| | - Tijana Dukic
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Sanjit Roy
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Binny Bhandary
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Andrew Gerry
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Yannick Poirier
- Division of Medical Physics, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Narottam Lamichhane
- Division of Medical Physics, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Jason Molitoris
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - France Carrier
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Aditi Banerjee
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - William F. Regine
- Division of Translational Radiation Sciences, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Jerimy C. Polf
- Division of Medical Physics, Department of Radiation Oncology, University of Maryland, School of Medicine, Baltimore, MD, United States
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Tu KJ, Roy SK, Bhandary B, Sawant A, Shukla HD. Abstract PO-126: Loss of HIF1A decreases resistance to radiation and invasiveness in pancreatic ductal adenocarcinoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-126] [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: 11/16/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the fourth most lethal cancer in the United States with an estimated 60,430 new cases and 48,220 deaths in 2021. PDACs are characterized by extensive desmoplastic stroma and severe hypovascularity, resulting in an intra-tumoral hypoxic microenvironment. In response to hypoxic stress, cancer cells set off many adaptive responses including metabolism regulation, cell survival, and inflammation through the stabilization and activation of the hypoxia-inducible factor (HIF) family of transcription factors. In this study, we used the gene-editing tool CRISPR-cas9 to knock out HIF1A and investigate whether HIF1A affects the radioresistant and invasive characteristics of PDACs in a KPC cell line model. To first observe how HIF1A affects PDAC radioresistance, we performed a clonogenic survival assay with increasing doses of radiation on both wild-type and HIF1A knockout (KO) cells treated and untreated with CoCl2-induced hypoxia conditions (100 uM and 200 uM CoCl2). Our data showed that under hypoxia, KO cells exhibited significant cell death when treated with 6, 8, and 10 Gy of radiation as compared to wild-type KPC cells, emphasizing the role of HIF1A in radiation resistance. In addition, to understand the role of HIF1A in regulating the invasive behavior of PDACs, we performed a cell proliferation assay on wild-type and KO KPC cells. HIF1A KO cells treated with CoCl2 exhibited significantly reduced proliferation compared to wild-type cells also treated with CoCl2 (p<0.01), though no significant difference was observed between untreated HIF1A KO and untreated wild-type cells (p>0.05). Because western blot demonstrated increased HIF1A expression in wild-type cells following CoCl2 treatment, our results provided evidence for the role of HIF1A activation in promoting PDAC invasiveness. Through western blot, we also confirmed the association between HIF1A expression with p53 degradation in PDAC. We used COREMINE, a literature mining tool, to map a direct interaction between HIF1A with KRAS in PDACs (p=0.000016). We propose HIF1A as a switch to activate KRAS and degrade p53 under hypoxic conditions in PDAC proliferation. Thus, modulating the HIF1A switch may be an important mechanism to reduce the tumor-promoting microenvironment and inhibit cancer growth.
Citation Format: Kevin J. Tu, Sanjit K. Roy, Binny Bhandary, Amit Sawant, Hem D. Shukla. Loss of HIF1A decreases resistance to radiation and invasiveness in pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-126.
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Affiliation(s)
- Kevin J. Tu
- 1University of Maryland School of Medicine, Baltimore, MD,
| | - Sanjit K. Roy
- 1University of Maryland School of Medicine, Baltimore, MD,
| | | | - Amit Sawant
- 1University of Maryland School of Medicine, Baltimore, MD,
| | - Hem D. Shukla
- 1University of Maryland School of Medicine, Baltimore, MD,
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Leiser D, Samanta S, Eley J, Strauss J, Creed M, Kingsbury T, Staats PN, Bhandary B, Chen M, Dukic T, Roy S, Mahmood J, Vujaskovic Z, Shukla HD. Role of caveolin-1 as a biomarker for radiation resistance and tumor aggression in lung cancer. PLoS One 2021; 16:e0258951. [PMID: 34762666 PMCID: PMC8584669 DOI: 10.1371/journal.pone.0258951] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 10/10/2021] [Indexed: 01/14/2023] Open
Abstract
Radiation therapy plays a major role in the treatment of lung cancer patients. However, cancer cells develop resistance to radiation. Tumor radioresistance is a complex multifactorial mechanism which may be dependent on DNA damage and repair, hypoxic conditions inside tumor microenvironment, and the clonal selection of radioresistant cells from the heterogeneous tumor site, and it is a major cause of treatment failure in non-small cell lung cancer (NSCLC). In the present investigation caveolin-1 (CAV-1) has been observed to be highly expressed in radiation resistant A549 lung cancer cells. CRISPR-Cas9 knockout of CAV-1 reverted the cells to a radio sensitive phenotype. In addition, CAV-1 overexpression in parental A549 cells, led to radiation resistance. Further, gene expression analysis of A549 parental, radiation resistant, and caveolin-1 overexpressed cells, exhibited overexpression of DNA repair genes RAD51B, RAD18, SOX2 cancer stem cell marker, MMPs, mucins and cytoskeleton proteins in resistant and caveolin-1 over expressed A549 cells, as compared to parental A549 cells. Bioinformatic analysis shows upregulation of BRCA1, Nuclear Excision DNA repair, TGFB and JAK/STAT signaling pathways in radioresistant and caveolin-1 overexpressed cells, which may functionally mediate radiation resistance. Immunohistochemistry data demonstrated heterogeneous expression of CAV-1 gene in human lung cancer tissues, which was analogous to its enhanced expression in human lung cancer cell line model and mouse orthotopic xenograft lung cancer model. Also, TCGA PanCancer clinical studies have demonstrated amplification, deletions and missense mutation in CAV-1 gene in lung cancer patients, and that CAV-1 alteration has been linked to poor prognosis, and poor survival in lung cancer patients. Interestingly, we have also optimized ELISA assay to measure caveolin-1 protein in the blood of A549 radiation resistant human xenograft preclinical mouse model and discovered higher level of caveolin-1 (950 pg/ml) in tumor bearing animals treated with radiation, as compared to xenograft with radiosensitive lung cancer cells (450 pg/ml). Thus, we conclude that caveolin-1 is involved in radio-resistance and contributes to tumor aggression, and it has potential to be used as prognostic biomarker for radiation treatment response, and tumor progression for precision medicine in lung cancer patients.
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Affiliation(s)
- Dominic Leiser
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Santanu Samanta
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - John Eley
- Department of Radiation Oncology, School of Medicine, Vanderbilt University, Nashville, TN, United States of America
| | - Josh Strauss
- Department of Radiation Oncology, School of Medicine, Vanderbilt University, Nashville, TN, United States of America
| | - Michael Creed
- Department of Physiology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Tami Kingsbury
- Department of Physiology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Paul N. Staats
- Department of Pathology, University of Maryland, School of Medicine, Baltimore, MD, United States of America
| | - Binny Bhandary
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Minjie Chen
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Tijana Dukic
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Sanjit Roy
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Javed Mahmood
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Zeljko Vujaskovic
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Hem D. Shukla
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, United States of America
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Singh P, Eley J, Saeed A, Bhandary B, Mahmood N, Chen M, Dukic T, Mossahebi S, Rodrigues DB, Mahmood J, Vujaskovic Z, Shukla HD. Effect of hyperthermia and proton beam radiation as a novel approach in chordoma cells death and its clinical implication to treat chordoma. Int J Radiat Biol 2021; 97:1675-1686. [PMID: 34495790 DOI: 10.1080/09553002.2021.1976861] [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: 10/20/2022]
Abstract
PURPOSE Chordoma is a locally aggressive tumor that most commonly affects the base of the skull/clivus, cervical, and sacral spine. Conventional radiotherapy (RT), cannot be safely increased further to improve disease control due to the risk of toxicity to the surrounding critical structures. Tumor-targeted hyperthermia (HT) combined with Proton Beam Radiation Therapy (PBRT) is known to act as a potent radiosensitizer in cancer control. In this study, we investigated whether PBRT efficacy for chordoma can be enhanced in combination with HT as a radiosensitizer. MATERIAL AND METHODS Human chordoma cell lines, U-CH2 and Mug-chor1 were treated in vitro with HT followed by PBRT with variable doses. The colony-forming assay was performed, and dose-response was characterized by linear-quadratic model fits. HSP-70 and Brachyury (TBXT) biomarkers for chordoma aggression levels were quantified by western blot analysis. Gene microarray analysis was performed by U133 Arrays. Pathway Analysis was also performed using IPA bioinformatic software. RESULTS Our findings in both U-CH2 and Mug-Chor1 cell lines demonstrate that hyperthermia followed by PBRT has an enhanced cell killing effect when compared with PBRT-alone (p < .01). Western blot analysis showed HT decreased the expression of Brachyury protein (p < .05), which is considered a biomarker for chordoma tumor aggression. HT with PBRT also exhibited an RT-dose-dependent decrease of Brachyury expression (p < .05). We also observed enhanced HSP-70 expression due to HT, RT, and HT + RT combined in both cell lines. Interestingly, genomic data showed 344 genes expressed by the treatment of HT + RT compared to HT (68 genes) or RT (112 genes) as individual treatment. We also identified activation of death receptor and apoptotic pathway in HT + RT treated cells. CONCLUSION We found that Hyperthermia (HT) combined with Proton Beam Radiation (PBRT) could significantly increase chordoma cell death by activating the death receptor pathway and apoptosis which has the promise to treat metastatic chordoma.
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Affiliation(s)
- Prerna Singh
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - John Eley
- Department of Radiation Oncology, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Ali Saeed
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Binny Bhandary
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Nayab Mahmood
- College of Information Science, University of Maryland College Park, MD, USA
| | - Minjie Chen
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Tijana Dukic
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sina Mossahebi
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Dario B Rodrigues
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Javed Mahmood
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Zeljko Vujaskovic
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Hem D Shukla
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA
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Mahmood J, Pandita R, Zhang A, Kamlapurkar S, Saeed A, Chen M, Staats PN, Shukla HD, Anvari A, Sawant A, Vujaskovic Z. RhoA/ROCK pathway inhibitor ameliorates erectile dysfunction induced by radiation therapy in rats. Radiother Oncol 2020; 150:174-180. [PMID: 32565390 DOI: 10.1016/j.radonc.2020.06.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 06/11/2020] [Accepted: 06/12/2020] [Indexed: 10/24/2022]
Abstract
OBJECTIVES Prostate cancer (PCa) treatment with radiation therapy (RT) has an excellent cure rate. However, Radiation-induced Erectile Dysfunction (RiED) is a common and irreversible toxicity impacting quality of life, and there is no FDA approved specific drug for RiED. We previously showed that prostate RT increased RhoA/ROCK signaling in the cavernous nerve (CN) and penile tissues, which may lead to RiED in rats. In this study, we investigated whether RhoA/ROCK pathway inhibition by a specific inhibitor called Hydroxyfasudil (HF) can improve RiED in our well-established rat model. MATERIALS/METHODS Male Sprague-Dawley rats were randomized to the following groups: sham-RT, HF-only, RT-only, and RT + HF. Rats were either exposed to a single dose of 25 Gy prostate-confined RT or a sham procedure. 10 mg/kg HF or normal saline was injected intraperitoneally. Erectile function was evaluated by intracavernosal pressure (ICP) and mean arterial pressure (MAP) measurements at week 14 post-RT. Cavernous nerve (CN) injury was evaluated by transmission electron microscopy (TEM), and penile tissue fibrosis by Masson trichrome staining (MT). RESULTS We have found that the HF treatment prior to RT showed significant (p < 0.001) improvement in ICP/MAP ratio, area under the curve, and maximum ICP value, compared to RT-alone rats. Furthermore, RT + HF treated rats exhibited increased CN myelination and decreased axonal atrophy, comparted to RT-only. HF treatment showed significantly decreased penile tissue fibrosis (p < 0.05) compared to RT-alone treated rats. CONCLUSION Our results provide the first preclinical evidence that targeting RhoA/ROCK pathway by HF may provide a novel therapeutic option for the treatment of RiED.
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Affiliation(s)
- Javed Mahmood
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA.
| | - Ravina Pandita
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Angel Zhang
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Shriya Kamlapurkar
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Ali Saeed
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Minjie Chen
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Paul N Staats
- Department of Pathology, University of Maryland School of Medicine, Baltimore, USA
| | - Hem D Shukla
- Department of Neurology and Neurosurgery, Johns Hopkins University, School of Medicine, Baltimore, USA
| | - Akbar Anvari
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Amit Sawant
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
| | - Zeljko Vujaskovic
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, USA
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Mahmood J, Alexander AA, Samanta S, Kamlapurkar S, Singh P, Saeed A, Carrier F, Cao X, Shukla HD, Vujaskovic Z. A Combination of Radiotherapy, Hyperthermia, and Immunotherapy Inhibits Pancreatic Tumor Growth and Prolongs the Survival of Mice. Cancers (Basel) 2020; 12:cancers12041015. [PMID: 32326142 PMCID: PMC7226594 DOI: 10.3390/cancers12041015] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 04/03/2020] [Accepted: 04/14/2020] [Indexed: 12/15/2022] Open
Abstract
Background: Pancreatic cancer (PC) is the fourth-most-deadly cancer in the United States with a 5-year survival rate of only 8%. Unfortunately, only 10–20% of PC patients are candidates for surgery, with the vast majority of patients with locally-advanced disease undergoing chemotherapy and/or radiation therapy (RT). Current treatments are clearly inadequate and novel strategies are crucially required. We investigated a novel tripartite treatment (combination of tumor targeted hyperthermia (HT), radiation therapy (RT), and immunotherapy (IT)) to alter immunosuppressive PC-tumor microenvironment (TME). (2). Methods: In a syngeneic PC murine tumor model, HT was delivered before tumor-targeted RT, by a small animal radiation research platform (SARRP) followed by intraperitoneal injections of cytotoxic T-cell agonist antibody against OX40 (also known as CD134 or Tumor necrosis factor receptor superfamily member 4; TNFRSF4) that can promote T-effector cell activation and inhibit T-regulatory (T-reg) function. (3). Results: Tripartite treatment demonstrated significant inhibition of tumor growth (p < 0.01) up to 45 days post-treatment with an increased survival rate compared to any monotherapy. Flow cytometric analysis showed a significant increase (p < 0.01) in cytotoxic CD8 and CD4+ T-cells in the TME of the tripartite treatment groups. There was no tripartite-treatment-related toxicity observed in mice. (4). Conclusions: Tripartite treatment could be a novel therapeutic option for PC patients.
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Affiliation(s)
- Javed Mahmood
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
- Correspondence: ; Tel.: +1-410-706-5133
| | - Allen A. Alexander
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
| | - Santanu Samanta
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
| | - Shriya Kamlapurkar
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
| | - Prerna Singh
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
| | - Ali Saeed
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
| | - France Carrier
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
| | - Xuefang Cao
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
| | - Hem D Shukla
- Department of Neurology and Neurosurgery, Johns Hopkins University, School of Medicine, Baltimore, MD 21205, USA;
| | - Zeljko Vujaskovic
- Division of Translational Radiation Sciences (DTRS), Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (A.A.A.); (S.S.); (S.K.); (P.S.); (A.S.); (F.C.); (Z.V.)
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12
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Mahmood J, Zaveri SR, Murti SC, Alexander AA, Connors CQ, Shukla HD, Vujaskovic Z. Caveolin-1: a novel prognostic biomarker of radioresistance in cancer. Int J Radiat Biol 2016; 92:747-753. [PMID: 27623870 DOI: 10.1080/09553002.2016.1222096] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE Caveolin-1 is a membrane protein highly expressed in many tumors and plays an important role in tumor progression and metastasis. This review describes the structure of the Caveolin-1 protein and its pre-clinical and clinical significance, demonstrating that Caveolin-1 is a novel biomarker for radioresistance which has the promising potential to improve the clinical outcome of cancer patients undergoing radiation treatment. SUMMARY Targeted radiation therapy has shown immense benefits for cancer treatment. However, one of the major challenges for effective clinical outcome of radiation therapy for cancer patients is the development of radioresistance during radiation treatment. As a consequence, radiation therapy becomes a less effective modality for successful clinical outcome. Furthermore, a radioresistant tumor has the ability to repair its genome, and therefore becomes more aggressive and metastasizes. The plausible mechanisms for tumor radioresistance include the rapid DNA repair, somatic mutations in tumor oncogenes, aberrant activation of kinase pathways, and changes in the tumor microenvironment including tumor hypoxia, tumor vasculature, and cancer stem cells. Caveolin-1 is significantly upregulated in certain cancer cells and aberrantly mediates downstream signaling mechanisms. Notably, numerous recent research reports have shown the role of Caveolin-1 in tumor radioresistance and poor treatment outcome. Thus, Caveolin-1 could be a novel prognostic biomarker to monitor tumor radioresistance in cancer patients undergoing radiation therapy. CONCLUSIONS Caveolin-1 has the promising potential to become a novel prognostic biomarker to monitor tumor radioresistance and radiation response specifically in the prostate, pancreas, and lung cancer.
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Affiliation(s)
- Javed Mahmood
- a Division of Translational Radiation Sciences, Department of Radiation Oncology , School of Medicine, University of Maryland , Baltimore , MD , USA
| | - Sarthak R Zaveri
- a Division of Translational Radiation Sciences, Department of Radiation Oncology , School of Medicine, University of Maryland , Baltimore , MD , USA
| | - Stephanie C Murti
- a Division of Translational Radiation Sciences, Department of Radiation Oncology , School of Medicine, University of Maryland , Baltimore , MD , USA
| | - Allen A Alexander
- a Division of Translational Radiation Sciences, Department of Radiation Oncology , School of Medicine, University of Maryland , Baltimore , MD , USA
| | - Caroline Q Connors
- a Division of Translational Radiation Sciences, Department of Radiation Oncology , School of Medicine, University of Maryland , Baltimore , MD , USA
| | - Hem D Shukla
- b Department of Pharmaceutical Sciences , School of Pharmacy, University of Maryland , Baltimore , MD , USA
| | - Zeljko Vujaskovic
- a Division of Translational Radiation Sciences, Department of Radiation Oncology , School of Medicine, University of Maryland , Baltimore , MD , USA
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Shukla HD, Mahmood J, Vujaskovic Z. Integrated proteo-genomic approach for early diagnosis and prognosis of cancer. Cancer Lett 2015; 369:28-36. [DOI: 10.1016/j.canlet.2015.08.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Revised: 08/05/2015] [Accepted: 08/05/2015] [Indexed: 12/28/2022]
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Shukla HD, Vaitiekunas P, Cotter RJ. Advances in membrane proteomics and cancer biomarker discovery: current status and future perspective. Proteomics 2012; 12:3085-104. [PMID: 22890602 DOI: 10.1002/pmic.201100519] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2011] [Revised: 07/05/2012] [Accepted: 07/27/2012] [Indexed: 02/06/2023]
Abstract
Membrane proteomic analysis has been proven to be a promising tool for identifying new and specific biomarkers that can be used for prognosis and monitoring of various cancers. Membrane proteins are of great interest particularly those with functional domains exposed to the extracellular environment. Integral membrane proteins represent about one-third of the proteins encoded by the human genome and assume a variety of key biological functions, such as cell-to-cell communication, receptor-mediated signal transduction, selective transport, and pharmacological actions. More than two-thirds of membrane proteins are drug targets, highlighting their immensely important pharmaceutical significance. Most plasma membrane proteins and proteins from other cellular membranes have several PTMs; for example, glycosylation, phosphorylation, and nitrosylation, and moreover, PTMs of proteins are known to play a key role in tumor biology. These modifications often cause change in stoichiometry and microheterogeneity in a protein molecule, which is apparent during electrophoretic separation. Furthermore, the analysis of glyco- and phosphoproteome of cell membrane presents a number of challenges mainly due to their low abundance, their large dynamic range, and the inherent hydrophobicity of membrane proteins. Under pathological conditions, PTMs, such as phosphorylation and glycosylation are frequently altered and have been recognized as a potential source for disease biomarkers. Thus, their accurate differential expression analysis, along with differential PTM analysis is of paramount importance. Here we summarize the current status of membrane-based biomarkers in various cancers, and future perspective of membrane biomarker research.
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Affiliation(s)
- Hem D Shukla
- Department of Biology, Johns Hopkins University, Baltimore, MD 21218, USA.
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Hongzhan H, Shukla HD, Cathy W, Satya S. Challenges and solutions in proteomics. Curr Genomics 2011; 8:21-8. [PMID: 18645629 PMCID: PMC2474689 DOI: 10.2174/138920207780076910] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [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: 11/23/2006] [Revised: 12/10/2006] [Accepted: 12/15/2006] [Indexed: 11/22/2022] Open
Abstract
The accelerated growth of proteomics data presents both opportunities and challenges. Large-scale proteomic profiling of biological samples such as cells, organelles or biological fluids has led to discovery of numerous key and novel proteins involved in many biological/disease processes including cancers, as well as to the identification of novel disease biomarkers and potential therapeutic targets. While proteomic data analysis has been greatly assisted by the many bioinformatics tools developed in recent years, a careful analysis of the major steps and flow of data in a typical highthroughput analysis reveals a few gaps that still need to be filled to fully realize the value of the data. To facilitate functional and pathway discovery for large-scale proteomic data, we have developed an integrated proteomic expression analysis system, iProXpress, which facilitates protein identification using a comprehensive sequence library and functional interpretation using integrated data. With its modular design, iProXpress complements and can be integrated with other software in a proteomic data analysis pipeline. This novel approach to complex biological questions involves the interrogation of multiple data sources, thereby facilitating hypothesis generation and knowledge discovery from the genomic-scale studies and fostering disease diagnosis and drug development.
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Affiliation(s)
- Huang Hongzhan
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington DC, USA
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Mohanty JG, Shukla HD, Williamson JD, Launer LJ, Saxena S, Rifkind JM. Alterations in the red blood cell membrane proteome in alzheimer's subjects reflect disease-related changes and provide insight into altered cell morphology. Proteome Sci 2010; 8:11. [PMID: 20199679 PMCID: PMC2848146 DOI: 10.1186/1477-5956-8-11] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2009] [Accepted: 03/03/2010] [Indexed: 11/10/2022] Open
Abstract
Background Our earlier studies have shown that red blood cell (RBC) morphology in Alzheimer's disease (AD) subjects was altered (> 15% of the RBCs were elongated as compared to 5.9% in normal controls (p < 0.0001)). These results suggested alterations in the RBC membrane architecture in AD subjects, possibly due to RBC-β-amyloid interactions and/or changes in the expression of membrane proteins. We hypothesized that the observed changes could be due to changes in the level of the protein components of the cytoskeleton and those linked to the RBC membrane. To examine this, we performed a proteomic analysis of RBC membrane proteins of AD subjects, and their age-matched controls using one pool of samples from each group, following their separation by SDS-PAGE, in-gel Tryptic digestion, LC-MS-MS of peptides generated, and a label-free approach of semi-quantitative analysis of their relative MS spectral intensities. Results The data suggest, (1) RBC shape/morphology changes in AD subjects are possibly attributed primarily to the changes (elevation or decrease) in the level of a series of membrane/cytoskeleton proteins involved in regulating the stability and elasticity of the RBC membrane, and (2) changes (elevation or decrease) in the level of a second series of proteins in the RBC membrane proteome reflect similar changes reported earlier by various investigators in AD or animal model of AD. Of particular interest, elevation of oxidative stress response proteins such as heat shock 90 kDa protein 1 alpha in AD subjects has been confirmed by western blot analysis in the RBC membrane proteome. Conclusions The results suggest that this study provides a potential link between the alterations in RBC membrane proteome in AD subjects and AD pathology.
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Alavi MR, Shukla HD, Whitaker B, Arnold J, Shahamat M. Attachment and Biofilm Formation of Mycobacterium marinum on a Hydrophobic Surface at the Air Interface. World J Microbiol Biotechnol 2006. [DOI: 10.1007/s11274-006-9198-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Shukla HD. Proteomic analysis of acidic chaperones, and stress proteins in extreme halophile Halobacterium NRC-1: a comparative proteomic approach to study heat shock response. Proteome Sci 2006; 4:6. [PMID: 16623945 PMCID: PMC1475562 DOI: 10.1186/1477-5956-4-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2005] [Accepted: 04/19/2006] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Halobacterium sp. NRC-1 is an extremely halophilic archaeon and has adapted to optimal growth under conditions of extremely high salinity. Its proteome is highly acidic with a median pI of 4.9, a unique characteristic which helps the organism to adapt high saline environment. In the natural growth environment, Halobacterium NRC-1 encounters a number of stressful conditions including high temperature and intense solar radiation, oxidative and cold stress. Heat shock proteins and chaperones play indispensable roles in an organism's survival under many stress conditions. The aim of this study was to develop an improved method of 2-D gel electrophoresis with enhanced resolution of the acidic proteome, and to identify proteins with diverse cellular functions using in-gel digestion and LC-MS/MS and MALDI-TOF approach. RESULTS A modified 2-D gel electrophoretic procedure, employing IPG strips in the range of pH 3-6, enabled improved separation of acidic proteins relative to previous techniques. Combining experimental data from 2-D gel electrophoresis with available genomic information, allowed the identification of at least 30 cellular proteins involved in many cellular functions: stress response and protein folding (CctB, PpiA, DpsA, and MsrA), DNA replication and repair (DNA polymerase A alpha subunit, Orc4/CDC6, and UvrC), transcriptional regulation (Trh5 and ElfA), translation (ribosomal proteins Rps27ae and Rphs6 of the 30 S ribosomal subunit; Rpl31eand Rpl18e of the 50 S ribosomal subunit), transport (YufN), chemotaxis (CheC2), and housekeeping (ThiC, ThiD, FumC, ImD2, GapB, TpiA, and PurE). In addition, four gene products with undetermined function were also identified: Vng1807H, Vng0683C, Vng1300H, and Vng6254. To study the heat shock response of Halobacterium NRC-1, growth conditions for heat shock were determined and the proteomic profiles under normal (42 degrees C), and heat shock (49 degrees C) conditions, were compared. Using a differential proteomic approach in combination with available genomic information, bioinformatic analysis revealed five putative heat shock proteins that were upregulated in cells subjected to heat stress at 49 degrees C, namely DnaJ, GrpE, sHsp-1, Hsp-5 and sHsp-2. CONCLUSION The modified 2-D gel electrophoresis markedly enhanced the resolution of the extremely acidic proteome of Halobacterium NRC-1. Constitutive expression of stress proteins and chaperones help the organism to adapt and survive under extreme salinity and other stress conditions. The upregulated expression pattern of putative chaperones DnaJ, GrpE, sHsp-1, Hsp-5 and sHsp-2 under elevated temperature clearly suggests that Halobacterium NRC-1 has a sophisticated defense mechanism to survive in extreme environments.
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Affiliation(s)
- Hem D Shukla
- Center of Marine Biotechnology, University of Maryland Biotechnology Institute, Baltimore, MD 21202, USA.
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Abstract
Clostridium botulinum, a Gram-positive, anaerobic spore-forming bacteria, is distinguished by its significant clinical applications as well as its potential to be used as bioterror agent. Growing cells secrete botulinum neurotoxin (BoNT), the most poisonous of all known poisons. While BoNT is the causative agent of deadly neuroparalytic botulism, it also serves as a remarkably effective treatment for involuntary muscle disorders such as blepharospasm, strabismus, hemifacial spasm, certain types of spasticity in children, and other ailments. BoNT is also used in cosmetology for the treatment of glabellar lines, and is well-known as the active component of the anti-aging medications Botox and Dysport. In addition, recent reports show that botulinum neurotoxin can be used as a tool for pharmaceutical drug delivery. However, BoNT remains the deadliest of all toxins, and is viewed by biodefense researchers as a possible agent of bioterrorism (BT). Among seven serotypes, C. botulinum type A is responsible for the highest mortality rate in botulism, and thus has the greatest potential to act as biological weapon. Genome sequencing of C. botulinum type A Hall strain (ATCC 3502) is now complete, and has shown the genome size to be 3.89 Mb with a G+C content of approximately 28.2%. The bacterium harbors a 16.3 kb plasmid with a 26.8% G+C content--slightly lower than that of the chromosome. Most of the virulence factors in C. botulinum are chromosomally encoded; bioinformatic analysis of the genome sequence has shown that the plasmid does not harbor toxin genes or genes for related virulence factors. Interestingly, the plasmid does harbor genes essential to replication, including dnaE, which encodes the alpha subunit of DNA polymerase III which has close similarity with its counterpart in C. perfringens strain 13. The plasmid also contains similar genes to those that encode the ABC-type multidrug transport ATPase, and permease. The presence of ABC-type multidrug transport ATPase, and permease suggests putative involvement of efflux pumps in bacteriocin production, modification, and export in C. botulinum. The C. botulinum plasmid additionally harbors genes for LambdaBa04 prophage and site-specific recombinase that are similar to those found in the Ames strain of Bacillus anthracis; these genes and their products may play a role in genomic rearrangement. Completion of genome sequencing for C. botulinum will provide an opportunity to design genomic and proteomic-based systems for detecting different serotypes of C. botulinum strains in the environment. The completed sequence may also facilitate identification of potential virulence factors and drug targets, as well as help characterize neurotoxin-complexing proteins, their polycistronic expression, and phylogenetic relationships between different serotypes.
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Affiliation(s)
- H D Shukla
- Center of Marine Biotechnology, University of Maryland Biotechnology Institute, Baltimore, Maryland 21202, USA.
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Ng WV, Kennedy SP, Mahairas GG, Berquist B, Pan M, Shukla HD, Lasky SR, Baliga NS, Thorsson V, Sbrogna J, Swartzell S, Weir D, Hall J, Dahl TA, Welti R, Goo YA, Leithauser B, Keller K, Cruz R, Danson MJ, Hough DW, Maddocks DG, Jablonski PE, Krebs MP, Angevine CM, Dale H, Isenbarger TA, Peck RF, Pohlschroder M, Spudich JL, Jung KW, Alam M, Freitas T, Hou S, Daniels CJ, Dennis PP, Omer AD, Ebhardt H, Lowe TM, Liang P, Riley M, Hood L, DasSarma S. Genome sequence of Halobacterium species NRC-1. Proc Natl Acad Sci U S A 2000; 97:12176-81. [PMID: 11016950 PMCID: PMC17314 DOI: 10.1073/pnas.190337797] [Citation(s) in RCA: 484] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We report the complete sequence of an extreme halophile, Halobacterium sp. NRC-1, harboring a dynamic 2,571,010-bp genome containing 91 insertion sequences representing 12 families and organized into a large chromosome and 2 related minichromosomes. The Halobacterium NRC-1 genome codes for 2,630 predicted proteins, 36% of which are unrelated to any previously reported. Analysis of the genome sequence shows the presence of pathways for uptake and utilization of amino acids, active sodium-proton antiporter and potassium uptake systems, sophisticated photosensory and signal transduction pathways, and DNA replication, transcription, and translation systems resembling more complex eukaryotic organisms. Whole proteome comparisons show the definite archaeal nature of this halophile with additional similarities to the Gram-positive Bacillus subtilis and other bacteria. The ease of culturing Halobacterium and the availability of methods for its genetic manipulation in the laboratory, including construction of gene knockouts and replacements, indicate this halophile can serve as an excellent model system among the archaea.
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Affiliation(s)
- W V Ng
- Department of Molecular Biotechnology, University of Washington, Seattle, WA 98195, USA. tment of Microbiology, University of Massachusetts, Amherst, MA 01003; Centre for Extremophile Research, Department of Biology and Biochemistry, Univer
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Abstract
Clostridium botulinum type A cells, when challenged to elevated temperature (45 degrees C), increased the expression of at least nine heat shock proteins (HSPs). Simultaneously with the induction of HSPs, changes in the synthesis rates of other cellular proteins were observed. A 40-kDa stress protein was induced and its synthesis rate was enhanced when the cells were shifted to 45 degrees C. Using heterologous antibodies raised against E. coli DnaJ heat shock proteins, the 40-kDa stress protein of C. botulinum type A has been identified as a DnaJ-like chaperone. The DnaJ chaperone might be involved in translocation of the neurotoxin and other cellular proteins across the cell membrane, repair of damaged proteins, and organism survival inside the host. This is the first report of the existence of a DnaJ-like chaperone in this organism.
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Affiliation(s)
- H D Shukla
- Department of Chemistry and Biochemistry, and Center for Marine Science and Technology, University of Massachusetts, Dartmouth 02747, USA
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