1
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Zhang H, Villar-Prados A, Bussel JB, Zehnder JL. The highs and lows of cyclic thrombocytopenia. Br J Haematol 2024; 204:56-67. [PMID: 38083878 PMCID: PMC10906350 DOI: 10.1111/bjh.19239] [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: 09/16/2023] [Revised: 11/15/2023] [Accepted: 11/21/2023] [Indexed: 01/11/2024]
Abstract
Cyclic thrombocytopenia (CTP) is characterized by periodic platelet oscillation with substantial amplitude. Most CTP cases have a thrombocytopenic background and are often misdiagnosed as immune thrombocytopenia with erratically effective treatment choices. CTP also occurs during hydroxyurea treatment in patients with myeloproliferative diseases. While the aetiology of CTP remains uncertain, here we evaluate historical, theoretical and clinical findings to provide a framework for understanding CTP pathophysiology. CTP retains the intrinsic oscillatory factors defined by the homeostatic regulation of platelet count, presenting as reciprocal platelet/thrombopoietin oscillations and stable oscillation periodicity. Moreover, CTP patients possess pathogenic factors destabilizing the platelet homeostatic system thereby creating opportunities for external perturbations to initiate and sustain the exaggerated platelet oscillations. Beyond humoral and cell-mediated autoimmunity, we propose recently uncovered germline and somatic genetic variants, such as those of MPL, STAT3 or DNMT3A, as pathogenic factors in thrombocytopenia-related CTP. Likewise, the JAK2 V617F or BCR::ABL1 translocation that drives underlying myeloproliferative diseases may also play a pathogenic role in hydroxyurea-induced CTP, where hydroxyurea treatment can serve as both a trigger and a pathogenic factor of platelet oscillation. Elucidating the pathogenic landscape of CTP provides an opportunity for targeted therapeutic approaches in the future.
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Affiliation(s)
- Haiyu Zhang
- Department of Pathology. Stanford University School of Medicine, Stanford, California, 94305
| | - Alejandro Villar-Prados
- Department of Medicine, Division of Hematology and Oncology. Stanford University School of Medicine, Stanford, California, 94305
| | - James B. Bussel
- Department of Pediatrics. Division of Oncology/Hematology, New York Presbyterian Hospital/Weill Cornell Medical College, New York, NY, 10065
| | - James L. Zehnder
- Department of Pathology and Department of Medicine, Division of Hematology. Stanford University School of Medicine, Stanford, California, 94305
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2
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Villar-Prados A, Abdelmonem M, Duda M, Chien M, Yunce M. A single center experience for clinical evaluation of paroxysmal cold hemoglobinuria and Donath-Landsteiner testing. Transfusion 2023; 63:1969-1977. [PMID: 37632701 DOI: 10.1111/trf.17520] [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] [Received: 05/08/2023] [Revised: 07/10/2023] [Accepted: 08/01/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND Paroxysmal cold hemoglobinuria (PCH) is a rare form of autoimmune hemolytic anemia (AIHA), mainly affecting children. The diagnosis and management are challenging due to similarities to other causes for AIHA and limited availability to Donath-Landsteiner (DL) testing. STUDY DESIGN AND METHODS In this single-center retrospective study, we aimed to characterize the clinical presentation and outcomes of PCH patients, defined as having positive Donath-Landsteiner antibodies, compared to a cohort of AIHA patients. RESULTS DL-positive patients were observed to have higher lactate dehydrogenase levels and lower reticulocyte counts compared to DL-negative patients, although this was not statistically significant. We also observed that using steroids in DL-positive patients did not significantly impact their recovery. DISCUSSION Our findings support the limited published data on PCH patients and further prompt larger multicenter studies to further characterize these patients so that they are more readily identified, especially in centers where DL antibody testing is not readily available.
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Affiliation(s)
- Alejandro Villar-Prados
- Department of Medicine. Division of Hematology and Oncology, Stanford University School of Medicine, Palo Alto, California, USA
| | | | - Molly Duda
- Department of Medicine. Division of Hematology and Oncology, Stanford University School of Medicine, Palo Alto, California, USA
| | - May Chien
- Department of Medicine. Division of Hematology and Oncology, Stanford University School of Medicine, Palo Alto, California, USA
| | - Muharrem Yunce
- Clinical Laboratory, Stanford Healthcare, Palo Alto, California, USA
- Department of Pathology, Stanford University School of Medicine, Palo Alto, California, USA
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3
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Ma S, Mangala LS, Hu W, Bayaktar E, Yokoi A, Hu W, Pradeep S, Lee S, Piehowski PD, Villar-Prados A, Wu SY, McGuire MH, Lara OD, Rodriguez-Aguayo C, LaFargue CJ, Jennings NB, Rodland KD, Liu T, Kundra V, Ram PT, Ramakrishnan S, Lopez-Berestein G, Coleman RL, Sood AK. CD63-mediated cloaking of VEGF in small extracellular vesicles contributes to anti-VEGF therapy resistance. Cell Rep 2021; 36:109549. [PMID: 34407412 PMCID: PMC8422976 DOI: 10.1016/j.celrep.2021.109549] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 04/14/2021] [Accepted: 07/27/2021] [Indexed: 01/18/2023] Open
Abstract
Despite wide use of anti-vascular endothelial growth factor (VEGF) therapy for many solid cancers, most individuals become resistant to this therapy, leading to disease progression. Therefore, new biomarkers and strategies for blocking adaptive resistance of cancer to anti-VEGF therapy are needed. As described here, we demonstrate that cancer-derived small extracellular vesicles package increasing quantities of VEGF and other factors in response to anti-VEGF therapy. The packaging process of VEGF into small extracellular vesicles (EVs) is mediated by the tetraspanin CD63. Furthermore, small EV-VEGF (eVEGF) is not accessible to anti-VEGF antibodies and can trigger intracrine VEGF signaling in endothelial cells. eVEGF promotes angiogenesis and enhances tumor growth despite bevacizumab treatment. These data demonstrate a mechanism where VEGF is partitioned into small EVs and promotes tumor angiogenesis and progression. These findings have clinical implications for biomarkers and therapeutic strategies for ovarian cancer.
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Affiliation(s)
- Shaolin Ma
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Gynecological Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510120, China
| | - Lingegowda S Mangala
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Wen Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Pathology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510630, China
| | - Emine Bayaktar
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Akira Yokoi
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Wei Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sunila Pradeep
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Sanghoon Lee
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | | | - Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Sherry Y Wu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Michael H McGuire
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Olivia D Lara
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Cristian Rodriguez-Aguayo
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Christopher J LaFargue
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Nicholas B Jennings
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Karin D Rodland
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - Tao Liu
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - Vikas Kundra
- Department of Abdominal Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Prahlad T Ram
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sundaram Ramakrishnan
- Department of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Gabriel Lopez-Berestein
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Robert L Coleman
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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4
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Villar-Prados A, Chang JJ, Stevens DA, Schoolnik GK, Wang SXY. Severe Posaconazole-Induced Glucocorticoid Deficiency with Concurrent Pseudohyperaldosteronism: An Unfortunate Two-for-One Special. J Fungi (Basel) 2021; 7:jof7080620. [PMID: 34436160 PMCID: PMC8397024 DOI: 10.3390/jof7080620] [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] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 07/23/2021] [Accepted: 07/26/2021] [Indexed: 11/16/2022] Open
Abstract
A 56-year-old Hispanic man with a history of disseminated coccidioidomycosis was diagnosed with persistent glucocorticoid insufficiency and pseudohyperaldosteronism secondary to posaconazole toxicity. This case was notable for unexpected laboratory findings of both pseudohyperaldosteronism and severe glucocorticoid deficiency due to posaconazole’s mechanism of action on the adrenal steroid synthesis pathway. Transitioning to fluconazole and starting hydrocortisone resolved the hypokalemia but not his glucocorticoid deficiency. This case highlights the importance of recognizing iatrogenic glucocorticoid deficiency with azole antifungal agents and potential long term sequalae.
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Affiliation(s)
| | - Julia J. Chang
- Division of Endocrinology, Metabolism, and Gerontology, Stanford University School of Medicine, Stanford, CA 94305, USA;
| | - David A. Stevens
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; (D.A.S.); (G.K.S.)
- California Institute of Medical Research, San Jose, CA 95128, USA
| | - Gary K. Schoolnik
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; (D.A.S.); (G.K.S.)
| | - Samantha X. Y. Wang
- Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Correspondence: ; Tel.: +1-650-721-8900
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5
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Chang JJ, Villar-Prados A, Stevens DA, Wang XY, Chen J. Concurrent Pseudohyperaldosteronism and Primary Glucocorticoid Deficiency From Posaconazole. J Endocr Soc 2021. [DOI: 10.1210/jendso/bvab048.250] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Abstract
Background: Posaconazole can cause pseudohyperaldosteronism via inhibition of 11-beta hydroxylase and 11-beta-hydroxysteroid dehydrogenase type 2 (1). The accumulation of 11-deoxycorticosterone and increased cortisol-to-cortisone ratio in the kidney causes apparent mineralocorticoid excess. The effect of posaconazole on the glucocorticoid axis is less established.
Clinical Case: A 56-year-old Hispanic man with a history of chronic septic arthritis of the left ankle from Coccidioides presented with 3 months of malaise, nausea, weight loss of 30 pounds, and recurrent hypokalemia. He was recently switched from long-term fluconazole therapy to posaconazole around the time his symptoms began. His initial labs at our hospital were notable for low potassium (2.9 mmol/L, nl 3.5–5.5 mmol/L) and a random cortisol of 5.8 mcg/dL (nl ≥2.0 mcg/dL). A Cosyntropin stimulation test revealed elevated ACTH (168 pg/mL, nl 7.2–63.3 pg/mL) with minimal rise of cortisol from 4.6 to 7.2 mcg/dL at 1 hour after Cosyntropin administration (nl ≥18 mcg/dL at 1-hour post-Cosyntropin). His plasma renin activity was below detection (<0.6 ng/ml/h, nl 0.6–3.0 ng/mL/h), consistent with renin suppression from apparent mineralocorticoid excess. Hydrocortisone for glucocorticoid deficiency was started. A posaconazole determination indicated elevation (5240 ng/mL, usual therapeutic range ≥1000 ng/mL). His posaconazole was stopped, and he was switched back to fluconazole. Three months later, his symptoms were improved with regain of lost weight. Repeat Cosyntropin stimulation test showed ongoing primary glucocorticoid deficiency (ACTH 123 pg/mL, cortisol 4.1 mcg/dL at 1-hour post-Cosyntropin) but normal levels of plasma renin activity (1.2 ng/mL/h), aldosterone (8.6 ng/dL, nl ≤21 ng/dL), and potassium. Quantiferon TB and 21-hydroxylase antibody tests were negative. Hydrocortisone has been continued with plans to repeat Cosyntropin testing in 3 months to reassess.
Conclusion: Pseudohyperaldosteronism with glucocorticoid deficiency requiring hydrocortisone treatment has thus far not been reported with posaconazole. Our case shows that posaconazole may lead to true primary glucocorticoid deficiency that can persist after discontinuation of posaconazole and reversal of pseudohyperaldosteronism.
Reference: (1) Sanchez-Niño MD, Ortiz A. Unravelling drug-induced hypertension: Molecular mechanisms of aldosterone-independent mineralocorticoid receptor activation by posaconazole. Clin Kidney J 2018;11(5):688–90.
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Affiliation(s)
- Julia J Chang
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | - Xiao-Yan Wang
- Stanford University School of Medicine, Stanford, CA, USA
| | - Julie Chen
- Stanford University School of Medicine, Stanford, CA, USA
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6
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Ma S, McGuire MH, Mangala LS, Lee S, Stur E, Hu W, Bayraktar E, Villar-Prados A, Ivan C, Wu SY, Yokoi A, Dasari SK, Jennings NB, Liu J, Lopez-Berestein G, Ram P, Sood AK. Gain-of-function p53 protein transferred via small extracellular vesicles promotes conversion of fibroblasts to a cancer-associated phenotype. Cell Rep 2021; 34:108726. [PMID: 33567287 PMCID: PMC7957825 DOI: 10.1016/j.celrep.2021.108726] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 04/14/2020] [Accepted: 01/15/2021] [Indexed: 02/07/2023] Open
Abstract
Tumor and stromal interactions consist of reciprocal signaling through cytokines, growth factors, direct cell-cell interactions, and extracellular vesicles (EVs). Small EVs (≤200 nm) have been considered critical messengers of cellular communication during tumor development. Here, we demonstrate that gain-of-function (GOF) p53 protein can be packaged into small EVs and transferred to fibroblasts. GOF p53 protein is selectively bound by heat shock protein 90 (HSP90), a chaperone protein, and packaged into small EVs. Inhibition of HSP90 activity blocks packaging of GOF, but not wild-type, p53 in small EVs. GOF p53-containing small EVs result in their conversion to cancer-associated fibroblasts. In vivo studies reveal that GOF p53-containing small EVs can enhance tumor growth and promote fibroblast transformation into a cancer-associated phenotype. These findings provide a better understanding of the complex interactions between cancer and stromal cells and may have therapeutic implications. Ma et al. report that gain-of-function (GOF) p53 protein can be packaged into small EVs and transferred to stromal fibroblasts. The packaging of GOF p53 into small EVs is regulated by HSP90. Small EVs with GOF p53 activate Nrf2-mediated pathways in fibroblasts and induce their conversion to a cancer-associated phenotype.
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Affiliation(s)
- Shaolin Ma
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Michael H McGuire
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Lingegowda S Mangala
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Sanghoon Lee
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Elaine Stur
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Wen Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Emine Bayraktar
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Cristina Ivan
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Sherry Y Wu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Akira Yokoi
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Santosh K Dasari
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Nicholas B Jennings
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Jinsong Liu
- Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Gabriel Lopez-Berestein
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Prahlad Ram
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA.
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7
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Yokoi A, Villar-Prados A, Oliphint PA, Zhang J, Song X, De Hoff P, Morey R, Liu J, Roszik J, Clise-Dwyer K, Burks JK, O’Halloran TJ, Laurent LC, Sood AK. Mechanisms of nuclear content loading to exosomes. Sci Adv 2019; 5:eaax8849. [PMID: 31799396 PMCID: PMC6867874 DOI: 10.1126/sciadv.aax8849] [Citation(s) in RCA: 160] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 09/24/2019] [Indexed: 05/20/2023]
Abstract
Exosome cargoes are highly varied and include proteins, small RNAs, and genomic DNA (gDNA). The presence of gDNA suggests that different intracellular compartments contribute to exosome loading, resulting in distinct exosome subpopulations. However, the loading of gDNA and other nuclear contents into exosomes (nExo) remains poorly understood. Here, we identify the relationship between cancer cell micronuclei (MN), which are markers of genomic instability, and nExo formation. Imaging flow cytometry analyses reveal that 10% of exosomes derived from cancer cells and <1% of exosomes derived from blood and ascites from patients with ovarian cancer carry nuclear contents. Treatment with genotoxic drugs resulted in increased MN and nExos both in vitro and in vivo. We observed that multivesicular body precursors and exosomal markers, such as the tetraspanins, directly interact with MN. Collectively, this work provides new insights related to nExos, which have implications for cancer biomarker development.
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Affiliation(s)
- Akira Yokoi
- Department of Gynecologic Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Medicine, Stanford University, Stanford, CA, USA
| | - Paul Allen Oliphint
- Department of Molecular Biosciences and Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xingzhi Song
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Peter De Hoff
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Robert Morey
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA, USA
| | - Jinsong Liu
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jason Roszik
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Melanoma Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Karen Clise-Dwyer
- Section of Transplant Immunology, Department of Stem Cell Transplantation and Cellular Therapy, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jared K. Burks
- Department of Leukemia and Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Theresa J. O’Halloran
- Department of Molecular Biosciences and Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX, USA
| | - Louise C. Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA, USA
| | - Anil K. Sood
- Department of Gynecologic Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Center for RNA Interference and Non-Coding RNA, University of Texas MD Anderson Cancer Center, Houston, TX, USA
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8
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Yokoi A, Villar-Prados A, Oliphint PA, O'Halloran TJ, Roszik J, Sood AK. Abstract LB-232: A novel approach for liquid biopsy by using nExo. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-lb-232] [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
Exosomes are small extracellular vesicles secreted from all living cells; its contents are highly varied, including proteins, small RNAs and recently discovered, genomic DNA (gDNA). The presence of nuclear content in exosomes suggests that different cell compartments can contribute to exosome cargo; however, little is known about this sub population of nuclear derived exosomes (nExo). Here, we analyzed nExo isolated from ovarian cancer cells and characterized them to explore potential clinical relevance such as cancer detection and therapeutic response. Exosomes were isolated from ovarian cancer cell lines, normal human fallopian epithelial tube cells and bio-fluids from mouse and human samples. To determine the purity of exosomes, nanoparticle tracking system, immunoblotting assay and cryo-transmission electron microscopy were used. To analyze the content of exosomes, protein mass spectrometry and imaging flow cytometry analysis was performed. First, we determined that mass spectrometry analyses for ovarian cancer cell exosomes revealed that 12.5% of proteins are derived from the cell nucleus sub-population. Additionally, using a novel imaging flow cytometry technique which enables us to identify single exosome and to quantify them, we determined that 10% of exosomes carried gDNA. Conversely, normal cells secreted only 0.2% of nExo. Then we hypothesized that the prevalence of gDNA is affected by genotoxic drugs. Treating cells with either the PARP inhibitor olaparib or topoisomerase inhibitor topotecan increased the proportion of nExo secreted from ovarian cancer cells. In addition, PARP proteins exist in ovarian cancer cell exosomes and 80.4 % of the exosome co-localized with gDNA. Using in vivo preclinical models, serum from ovarian cancer bearing mice contained a higher number of nExo than non-tumor controls, and this population was increased in response to treatment of genotoxic drugs. Furthermore, plasma and ascites from ovarian cancer patients contain around 0.3 % of nExo, which include nuclear proteins and gDNA. We demonstrate that nExo are predominantly secreted from cancer cells and could serve as an important biomarker. Although the subpopulation is relatively rare, their presence in bio-fluids isolated from cancer patients holds the potential of serving as novel biomarkers for early detection and therapeutic response to genotoxic agents.
Citation Format: Akira Yokoi, Alejandro Villar-Prados, Paul Allen Oliphint, Theresa J. O'Halloran, Jason Roszik, Anil K. Sood. A novel approach for liquid biopsy by using nExo [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr LB-232.
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Affiliation(s)
- Akira Yokoi
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Jason Roszik
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Anil K. Sood
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
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9
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Ma S, McGuire MH, Stur E, Bayraktar E, Villar-Prados A, Wu SY, Yokoi A, Dasari SK, Rodriguez-Aguayo C, Liu J, Lopez-Berestein G, Sood AK. Abstract LB-311: Exosomal gain-of-function p53 protein promotes cancer-associated phenotype. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-lb-311] [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
TP53 is the most commonly mutated gene in cancer. Certain mutations can produce gain-of-function (GOF) phenotypes, resulting in pathogenic effects beyond the loss of p53 function. Recent study suggested that tumor cells could affect the p53 status of stromal cells while the mechanisms remains unclear. Exosomes have emerged as an important mode of extracellular communication and a major player in cancer pathogenesis, by promoting pro-tumor microenvironment. We hypothesized that packaging of mutated p53 protein into exosomes and dissemination via exosomes could impact a variety of stromal cell processes, producing a pro-tumorigenic microenvironment. In this study, we carried out a series of in vitro (immunoblot analysis, Q-PCR, Gene array, Co-Immunoprecipitation and lentiviral transfection) and in vivo (subcutaneous mouse models) experiments to determine the presence of mutant p53 in exosomes and its biological significance in tumor microenvironment. We demonstrated that gain-of-function (GOF) p53 protein is packaged into p53 mutant cancer cell-derived exosomes and transferred to fibroblasts. Further studies showed that this process is facilitated by the enhanced stability and consequent intracellular concentration of GOF p53. The packaging of GOF p53 into exosomes is selectively bound by HSP90 chaperone proteins. Inhibition of HSP90 blocks the packaging of GOF p53, but not wild-type into exosomes. Uptake of GOF p53-containing exosomes by fibroblasts results in conversion to a cancer-associated phenotype. In vivo study have shown that GOF p53 exosomes-induced cancer-associated fibroblasts promote tumor growth in a colon cancer cells (HT29 cells) xenograft mouse model. These findings reveal a crucial role of exosomes in modifying tumor microenvironment and hold great consequence in broadening our understanding of tumor biology.
Citation Format: Shaolin Ma, Michael H. McGuire, Elaine Stur, Emine Bayraktar, Alejandro Villar-Prados, Sherry Y. Wu, Akira Yokoi, Santosh K. Dasari, Cristian Rodriguez-Aguayo, Jinsong Liu, Gabriel Lopez-Berestein, Anil K. Sood. Exosomal gain-of-function p53 protein promotes cancer-associated phenotype [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr LB-311.
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LaFargue C, Villar-Prados A, Ivan C, Strovel J, Sood A. Becoming a BET inhibitor 'sommelier': Identifying the best combinations for ovarian cancer. Gynecol Oncol 2019. [DOI: 10.1016/j.ygyno.2019.04.161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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11
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Ma S, Pradeep S, Villar-Prados A, Wen Y, Bayraktar E, Mangala LS, Kim MS, Wu SY, Hu W, Rodriguez-Aguayo C, Leuschner C, Liang X, Ram PT, Schlacher K, Coleman RL, Sood AK. GnRH-R-Targeted Lytic Peptide Sensitizes BRCA Wild-type Ovarian Cancer to PARP Inhibition. Mol Cancer Ther 2019; 18:969-979. [PMID: 30926640 DOI: 10.1158/1535-7163.mct-18-0770] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 11/20/2018] [Accepted: 03/15/2019] [Indexed: 12/20/2022]
Abstract
EP-100 is a synthetic lytic peptide that specifically targets the gonadotropin-releasing hormone receptor on cancer cells. To extend the utility of EP-100, we aimed to identify effective combination therapies with EP-100 for ovarian cancer and explore potential mechanisms of this combination. A series of in vitro (MTT assay, immunoblot analysis, reverse-phase protein array, comet assay, and immunofluorescence staining) and in vivo experiments were carried out to determine the biological effects of EP-100 alone and in combination with standard-of-care drugs. EP-100 decreased the viability of ovarian cancer cells and reduced tumor growth in orthotopic mouse models. Of five standard drugs tested (cisplatin, paclitaxel, doxorubicin, topotecan, and olaparib), we found that the combination of EP-100 and olaparib was synergistic in ovarian cancer cell lines. Further experiments revealed that combined treatment of EP-100 and olaparib significantly increased the number of nuclear foci of phosphorylated histone H2AX. In addition, the extent of DNA damage was significantly increased after treatment with EP-100 and olaparib in comet assay. We performed reverse-phase protein array analyses and identified that the PI3K/AKT pathway was inhibited by EP-100, which we validated with in vitro experiments. In vivo experiment using the HeyA8 mouse model demonstrated that mice treated with EP-100 and olaparib had lower tumor weights (0.06 ± 0.13 g) than those treated with a vehicle (1.19 ± 1.09 g), EP-100 alone (0.62 ± 0.78 g), or olaparib alone (0.50 ± 0.63 g). Our findings indicate that combining EP-100 with olaparib is a promising therapeutic strategy for ovarian cancer.
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Affiliation(s)
- Shaolin Ma
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Reproductive Medicine Research Center, The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Sunila Pradeep
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.,University of Puerto Rico, School of Medicine, Medical Sciences Campus, San Juan, Puerto Rico
| | - Yunfei Wen
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Emine Bayraktar
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lingegowda S Mangala
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mark Seungwook Kim
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sherry Y Wu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wei Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cristian Rodriguez-Aguayo
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Carola Leuschner
- VP of Research and Development, Esperance Pharmaceuticals, Houston, Texas
| | - Xiaoyan Liang
- Reproductive Medicine Research Center, The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Prahlad T Ram
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Katharina Schlacher
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert L Coleman
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas. .,Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Villar-Prados A, Wu SY, Court KA, Ma S, LaFargue C, Chowdhury MA, Engelhardt MI, Ivan C, Ram PT, Wang Y, Baggerly K, Rodriguez-Aguayo C, Lopez-Berestein G, Ming-Yang S, Maloney DJ, Yoshioka M, Strovel JW, Roszik J, Sood AK. Predicting Novel Therapies and Targets: Regulation of Notch3 by the Bromodomain Protein BRD4. Mol Cancer Ther 2019; 18:421-436. [PMID: 30420565 PMCID: PMC6363833 DOI: 10.1158/1535-7163.mct-18-0365] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 08/24/2018] [Accepted: 11/06/2018] [Indexed: 11/16/2022]
Abstract
Systematic approaches for accurate repurposing of targeted therapies are needed. We developed and aimed to biologically validate our therapy predicting tool (TPT) for the repurposing of targeted therapies for specific tumor types by testing the role of Bromodomain and Extra-Terminal motif inhibitors (BETi) in inhibiting BRD4 function and downregulating Notch3 signaling in ovarian cancer.Utilizing established ovarian cancer preclinical models, we carried out in vitro and in vivo studies with clinically relevant BETis to determine their therapeutic effect and impact on Notch3 signaling.Treatment with BETis or siRNA-mediated BRD4 knockdown resulted in decreased cell viability, reduced cell proliferation, and increased cell apoptosis in vitro. In vivo studies with orthotopic mouse models demonstrated that treatment with BETi decreased tumor growth. In addition, knockdown of BRD4 with doxycycline-inducible shRNA increased survival up to 50% (P < 0.001). Treatment with either BETis or BRD4 siRNA decreased Notch3 expression both in vitro and in vivo BRD4 inhibition also decreased the expression of NOTCH3 targets, including HES1 Chromatin immunoprecipitation revealed that BRD4 was present at the NOTCH3 promoter.Our findings provide biological validation for the TPT by demonstrating that BETis can be an effective therapeutic agent for ovarian cancer by downregulating Notch3 expression.The TPT could rapidly identify candidate drugs for ovarian or other cancers along with novel companion biomarkers.
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Affiliation(s)
- Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- School of Medicine, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
| | - Sherry Y Wu
- School of Biomedical Sciences, University of Queensland, Queensland, Australia
| | - Karem A Court
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shaolin Ma
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christopher LaFargue
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mamur A Chowdhury
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Margaret I Engelhardt
- John P. and Kathrine G. McGovern Medical School, The University of Texas, Houston, Texas
| | - Cristina Ivan
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Prahlad T Ram
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ying Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Keith Baggerly
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cristian Rodriguez-Aguayo
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gabriel Lopez-Berestein
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shyh Ming-Yang
- National Center for Advancing Translational Sciences, NIH, Rockville, Maryland
| | - David J Maloney
- National Center for Advancing Translational Sciences, NIH, Rockville, Maryland
| | | | | | - Jason Roszik
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Villar-Prados A, Wu SY, Roszik J, Engelhardt MI, Sood AK. Abstract B60: Systematic approach for identifying and validating novel therapies and targets for ovarian cancer. Clin Cancer Res 2018. [DOI: 10.1158/1557-3265.ovca17-b60] [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
Advances in cancer research have led to the rapid development of novel therapies designed to target specific molecular pathways altered in tumors. However, reliable high-throughput approaches for matching novel drugs to specific tumor types are needed. The potential of systematically identifying and repurposing currently existing targeted therapies designed for a specific cancer to treat other malignancies could hasten the availability of therapeutic options for patients. To address this problem, we have developed an integrative computational therapy-predicting algorithm. This algorithm incorporates data from The Cancer Genome Atlas (TCGA) as well as molecular and survival correlations to identify early-stage antitumor drugs that can be repurposed for other malignancies by targeting novel molecular pathways. To biologically validate our bioinformatics tool, we chose ovarian cancer as a model, which is currently the most lethal gynecologic malignancy afflicting women in the U.S. Our analysis predicted that bromodomain inhibitors, which inhibit bromodomain-containing proteins such as BRD4 and have proved effective in various types of leukemias, would provide a survival benefit for ovarian cancer patients. Furthermore, our analysis revealed that BRD4 inhibition could target the Notch3 pathway, which is known to play an important role in ovarian cancer pathogenesis and is associated with worse patient survival and chemoresistance. We hypothesize that inhibition of BRD4 is an effective therapeutic target in ovarian cancer by downregulating the Notch3 pathway. Inhibition of BRD4 by either using the small-molecule CPI203 or siRNA transfection resulted in a decrease in both Notch3 transcription and protein levels in a panel of Notch3 overexpressing ovarian cancer cell lines. Given that BRD4 regulates gene transcription, we performed chromatin immunoprecipitation (ChIP) and observed that BRD4 was present in the Notch3 gene promoter, but not in the promoter of other Notch genes, such as NOTCH2. To determine the therapeutic efficacy of BRD4 inhibition, we conducted in vitro and in vivo experiments using both CPI203 and siRNA approaches. BRD4 inhibition decreased cell viability, as demonstrated by both 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) and 2-D colony formation assays in ovarian cancer cell lines. The biologic mechanism of this is mainly by inhibiting cell proliferation, as determined by EdU incorporation assays. Utilizing the OVCAR5 orthotopic tumor model, we determined that treatment with CPI203 significantly decreased tumor weight in mice (p = 0.0468). Additionally, sustained downregulation of BRD4 in OVCAR 5 tumors using a shRNA doxycycline inducible system significantly increases survival by 57% (p = 0.0008). Our current findings suggest that by inhibiting BRD4 in ovarian cancer, we can directly target Notch3 simultaneously and provide both a positive therapeutic and survival effect in ovarian cancer. Completion of this work will provide biologic validation of our Therapy Forecasting Tool by delineating a systematic and accurate approach in identifying and repurposing currently existing targeted therapies. This allows for the expansion of our approach for other tumor types by targeting novel downstream signaling pathways with the ultimate goal of improving patient survival.
Citation Format: Alejandro Villar-Prados, Sherry Y. Wu, Jason Roszik, Margaret I. Engelhardt, Anil K. Sood. Systematic approach for identifying and validating novel therapies and targets for ovarian cancer. [abstract]. In: Proceedings of the AACR Conference: Addressing Critical Questions in Ovarian Cancer Research and Treatment; Oct 1-4, 2017; Pittsburgh, PA. Philadelphia (PA): AACR; Clin Cancer Res 2018;24(15_Suppl):Abstract nr B60.
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Affiliation(s)
| | - Sherry Y. Wu
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Jason Roszik
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | - Anil K. Sood
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
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Gharpure KM, Pradeep S, Sans M, Rupaimoole R, Ivan C, Wu SY, Bayraktar E, Nagaraja AS, Mangala LS, Zhang X, Haemmerle M, Hu W, Rodriguez-Aguayo C, McGuire M, Mak CSL, Chen X, Tran MA, Villar-Prados A, Pena GA, Kondetimmanahalli R, Nini R, Koppula P, Ram P, Liu J, Lopez-Berestein G, Baggerly K, S Eberlin L, Sood AK. FABP4 as a key determinant of metastatic potential of ovarian cancer. Nat Commun 2018; 9:2923. [PMID: 30050129 PMCID: PMC6062524 DOI: 10.1038/s41467-018-04987-y] [Citation(s) in RCA: 135] [Impact Index Per Article: 22.5] [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: 02/13/2017] [Accepted: 06/06/2018] [Indexed: 12/30/2022] Open
Abstract
The standard treatment for high-grade serous ovarian cancer is primary debulking surgery followed by chemotherapy. The extent of metastasis and invasive potential of lesions can influence the outcome of these primary surgeries. Here, we explored the underlying mechanisms that could increase metastatic potential in ovarian cancer. We discovered that FABP4 (fatty acid binding protein) can substantially increase the metastatic potential of cancer cells. We also found that miR-409-3p regulates FABP4 in ovarian cancer cells and that hypoxia decreases miR-409-3p levels. Treatment with DOPC nanoliposomes containing either miR-409-3p mimic or FABP4 siRNA inhibited tumor progression in mouse models. With RPPA and metabolite arrays, we found that FABP4 regulates pathways associated with metastasis and affects metabolic pathways in ovarian cancer cells. Collectively, these findings demonstrate that FABP4 is functionally responsible for aggressive patterns of disease that likely contribute to poor prognosis in ovarian cancer.
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Affiliation(s)
- Kshipra M Gharpure
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Sunila Pradeep
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
- Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Marta Sans
- Department of Chemistry, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Rajesha Rupaimoole
- Department of Pathology and Institute of RNA Medicine, Beth Israel Deaconess Medical Center Cancer Center, Harvard Medical School, Boston, MA, 02215, USA
| | - Cristina Ivan
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, 77030, Texas, USA
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Sherry Y Wu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Emine Bayraktar
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Archana S Nagaraja
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Lingegowda S Mangala
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, 77030, Texas, USA
| | - Xinna Zhang
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, 77030, Texas, USA
| | - Monika Haemmerle
- Martin-Luther-University Halle-Wittenberg, Institute of Pathology, 06112, Halle (Saale), Germany
| | - Wei Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Cristian Rodriguez-Aguayo
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, 77030, Texas, USA
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Michael McGuire
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Celia Sze Ling Mak
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Xiuhui Chen
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Michelle A Tran
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Guillermo Armaiz Pena
- Department of Pharmacology, Ponce Health Sciences University, Ponce, 00716, Puerto Rico
| | | | - Ryan Nini
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Pranavi Koppula
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Prahlad Ram
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jinsong Liu
- Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Gabriel Lopez-Berestein
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, 77030, Texas, USA
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Keith Baggerly
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Livia S Eberlin
- Department of Chemistry, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA.
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, 77030, Texas, USA.
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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Mitamura T, Pradeep S, McGuire M, Wu S, Ma S, Hatakeyama H, Lyons YA, Hisamatsu T, Noh K, Villar-Prados A, Chen X, Ivan C, Rodriguez-Aguayo C, Hu W, Lopez-Berestein G, Coleman RL, Sood AK. Induction of anti-VEGF therapy resistance by upregulated expression of microseminoprotein (MSMP). Oncogene 2018; 37:722-731. [PMID: 29059175 PMCID: PMC6040890 DOI: 10.1038/onc.2017.348] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [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: 11/06/2016] [Revised: 03/31/2017] [Accepted: 06/14/2017] [Indexed: 12/28/2022]
Abstract
Anti-vascular endothelial growth factor (VEGF) therapy has demonstrated efficacy in treating human metastatic cancers, but therapeutic resistance is a practical limitation and most tumors eventually become unresponsive. To identify microenvironmental factors underlying the resistance of cancer to antiangiogenesis therapy, we conducted genomic analyses of intraperitoneal ovarian tumors in which adaptive resistance to anti-VEGF therapy (B20 antibody) developed. We found that expression of the microseminoprotein, prostate-associated (MSMP) gene was substantially upregulated in resistant compared with control tumors. MSMP secretion from cancer cells was induced by hypoxia, triggering MAPK signaling in endothelial cells to promote tube formation in vitro. Recruitment of the transcriptional repressor CCCTC-binding factor (CTCF) to the MSMP enhancer region was decreased by histone acetylation under hypoxic conditions in cancer cells. MSMP siRNA, delivered in vivo using the DOPC nanoliposomes, restored tumor sensitivity to anti-VEGF therapy. In ovarian cancer patients treated with bevacizumab, serum MSMP concentration increased significantly only in non-responders. These findings imply that MSMP inhibition combined with the use of antiangiogenesis drugs may be a new strategy to overcome resistance to antiangiogenesis therapy.
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Affiliation(s)
- Takashi Mitamura
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Obstetrics and Gynecology, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Sunila Pradeep
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Michael McGuire
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sherry Wu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shaolin Ma
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hiroto Hatakeyama
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yasmin A. Lyons
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Takeshi Hisamatsu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kyunghee Noh
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Gene Therapy Research Unit, Korea Research Institute of Bioscience and Biotechnology, Dajeon, Republic of Korea
| | - Alejandro Villar-Prados
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiuhui Chen
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cristina Ivan
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cristian Rodriguez-Aguayo
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wei Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gabriel Lopez-Berestein
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Robert L. Coleman
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anil K. Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Williams E, Villar-Prados A, Bowser J, Broaddus R, Gladden AB. Loss of polarity alters proliferation and differentiation in low-grade endometrial cancers by disrupting Notch signaling. PLoS One 2017; 12:e0189081. [PMID: 29206870 PMCID: PMC5716545 DOI: 10.1371/journal.pone.0189081] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [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: 03/28/2017] [Accepted: 11/18/2017] [Indexed: 01/03/2023] Open
Abstract
Cell adhesion and apicobasal polarity together maintain epithelial tissue organization and homeostasis. Loss of adhesion has been described as a prerequisite for the epithelial to mesenchymal transition. However, what role misregulation of apicobasal polarity promotes tumor initiation and/or early progression remains unclear. We find that human low-grade endometrial cancers are associated with disrupted localization of the apical polarity protein Par3 and Ezrin while, the adhesion molecule E-cadherin remains unchanged, accompanied by decreased Notch signaling, and altered Notch receptor localization. Depletion of Par3 or Ezrin, in a cell-based model, results in loss of epithelial architecture, differentiation, increased proliferation, migration and decreased Notch signaling. Re-expression of Par3 in endometrial cancer cell lines with disrupted Par3 protein levels blocks proliferation and reduces migration in a Notch dependent manner. These data uncover a function for apicobasal polarity independent of cell adhesion in regulating Notch-mediated differentiation signals in endometrial epithelial cells.
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Affiliation(s)
- Erin Williams
- Department of Genetics, University of Texas, MD Anderson Cancer Center, Houston, TX, United States of America
- Program of Genes and Development, Graduate School of Biomedical Sciences, University of Texas Health Sciences Center, Houston, TX, United States of America
| | - Alejandro Villar-Prados
- Department of Genetics, University of Texas, MD Anderson Cancer Center, Houston, TX, United States of America
- Program of Genes and Development, Graduate School of Biomedical Sciences, University of Texas Health Sciences Center, Houston, TX, United States of America
| | - Jessica Bowser
- Department of Translational Molecular Pathology, University of Texas, MD Anderson Cancer Center, Houston, TX, United States of America
| | - Russell Broaddus
- Program of Genes and Development, Graduate School of Biomedical Sciences, University of Texas Health Sciences Center, Houston, TX, United States of America
- Department of Pathology, University of Texas, MD Anderson Cancer Center, Houston, TX, United States of America
| | - Andrew B. Gladden
- Department of Genetics, University of Texas, MD Anderson Cancer Center, Houston, TX, United States of America
- Program of Genes and Development, Graduate School of Biomedical Sciences, University of Texas Health Sciences Center, Houston, TX, United States of America
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17
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Lyons YA, Pradeep S, Wu SY, Haemmerle M, Hansen JM, Wagner MJ, Villar-Prados A, Nagaraja AS, Dood RL, Previs RA, Hu W, Zhao Y, Mak DH, Xiao Z, Melendez BD, Lizee GA, Mercado-Uribe I, Baggerly KA, Hwu P, Liu J, Overwijk WW, Coleman RL, Sood AK. Macrophage depletion through colony stimulating factor 1 receptor pathway blockade overcomes adaptive resistance to anti-VEGF therapy. Oncotarget 2017. [PMID: 29228548 DOI: 10.18632/oncotarget.20410]+[] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Anti-angiogenesis therapy has shown clinical benefit in patients with high-grade serous ovarian cancer (HGSC), but adaptive resistance rapidly emerges. Thus, approaches to overcome such resistance are needed. We developed the setting of adaptive resistance to anti-VEGF therapy, and performed a series of in vivo experiments in both immune competent and nude mouse models. Given the pro-angiogenic properties of tumor-associated macrophages (TAMs) and the dominant role of CSF1R in macrophage function, we added CSF1R inhibitors following emergence of adaptive resistance to anti-VEGF antibody. Mice treated with a CSF1R inhibitor (AC708) after anti-VEGF antibody resistance had little to no measurable tumor burden upon completion of the experiment while those that did not receive a CSF1R inhibitor still had abundant tumor. To mimic clinically used regimens, mice were also treated with anti-VEGF antibody and paclitaxel until resistance emerged, and then a CSF1R inhibitor was added. The addition of a CSF1R inhibitor restored response to anti-angiogenesis therapy, resulting in 83% lower tumor burden compared to treatment with anti-VEGF antibody and paclitaxel alone. Collectively, our data demonstrate that the addition of a CSF1R inhibitor to anti-VEGF therapy and taxane chemotherapy results in robust anti-tumor effects.
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Affiliation(s)
- Yasmin A Lyons
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sunila Pradeep
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sherry Y Wu
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Monika Haemmerle
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jean M Hansen
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael J Wagner
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alejandro Villar-Prados
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Archana S Nagaraja
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert L Dood
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rebecca A Previs
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wei Hu
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yang Zhao
- Department of Bioinformatics and Computational Biology, Division of Quantitative Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Duncan H Mak
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Zhilan Xiao
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Brenda D Melendez
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gregory A Lizee
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Imelda Mercado-Uribe
- Department of Pathology, Division of Pathology and Laboratory Medicine, Section of Gynecologic Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Keith A Baggerly
- Department of Bioinformatics and Computational Biology, Division of Quantitative Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Patrick Hwu
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jinsong Liu
- Department of Pathology, Division of Pathology and Laboratory Medicine, Section of Gynecologic Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Willem W Overwijk
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert L Coleman
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anil K Sood
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Center for RNAi and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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18
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Lyons YA, Pradeep S, Wu SY, Haemmerle M, Hansen JM, Wagner MJ, Villar-Prados A, Nagaraja AS, Dood RL, Previs RA, Hu W, Zhao Y, Mak DH, Xiao Z, Melendez BD, Lizee GA, Mercado-Uribe I, Baggerly KA, Hwu P, Liu J, Overwijk WW, Coleman RL, Sood AK. Macrophage depletion through colony stimulating factor 1 receptor pathway blockade overcomes adaptive resistance to anti-VEGF therapy. Oncotarget 2017. [PMID: 29228548 DOI: 10.18632/oncotarget.20410] [] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Anti-angiogenesis therapy has shown clinical benefit in patients with high-grade serous ovarian cancer (HGSC), but adaptive resistance rapidly emerges. Thus, approaches to overcome such resistance are needed. We developed the setting of adaptive resistance to anti-VEGF therapy, and performed a series of in vivo experiments in both immune competent and nude mouse models. Given the pro-angiogenic properties of tumor-associated macrophages (TAMs) and the dominant role of CSF1R in macrophage function, we added CSF1R inhibitors following emergence of adaptive resistance to anti-VEGF antibody. Mice treated with a CSF1R inhibitor (AC708) after anti-VEGF antibody resistance had little to no measurable tumor burden upon completion of the experiment while those that did not receive a CSF1R inhibitor still had abundant tumor. To mimic clinically used regimens, mice were also treated with anti-VEGF antibody and paclitaxel until resistance emerged, and then a CSF1R inhibitor was added. The addition of a CSF1R inhibitor restored response to anti-angiogenesis therapy, resulting in 83% lower tumor burden compared to treatment with anti-VEGF antibody and paclitaxel alone. Collectively, our data demonstrate that the addition of a CSF1R inhibitor to anti-VEGF therapy and taxane chemotherapy results in robust anti-tumor effects.
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Affiliation(s)
- Yasmin A Lyons
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sunila Pradeep
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sherry Y Wu
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Monika Haemmerle
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jean M Hansen
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael J Wagner
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alejandro Villar-Prados
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Archana S Nagaraja
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert L Dood
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rebecca A Previs
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wei Hu
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yang Zhao
- Department of Bioinformatics and Computational Biology, Division of Quantitative Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Duncan H Mak
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Zhilan Xiao
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Brenda D Melendez
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gregory A Lizee
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Imelda Mercado-Uribe
- Department of Pathology, Division of Pathology and Laboratory Medicine, Section of Gynecologic Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Keith A Baggerly
- Department of Bioinformatics and Computational Biology, Division of Quantitative Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Patrick Hwu
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jinsong Liu
- Department of Pathology, Division of Pathology and Laboratory Medicine, Section of Gynecologic Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Willem W Overwijk
- Department of Melanoma Medical Oncology-Research, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert L Coleman
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anil K Sood
- Departments of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Center for RNAi and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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