1
|
Ma Y, Joyce A, Brandenburg O, Saatchi F, Stevens C, Tcheuyap VT, Christie A, Do QN, Fatunde O, Macchiaroli A, Wong SC, Woolford L, Yousuf Q, Miyata J, Carrillo D, Onabolu O, McKenzie T, Mishra A, Hardy T, He W, Li D, Ivanishev A, Zhang Q, Pedrosa I, Kapur P, Schluep T, Kanner SB, Hamilton J, Brugarolas J. HIF2 Inactivation and Tumor Suppression with a Tumor-Directed RNA-Silencing Drug in Mice and Humans. Clin Cancer Res 2022; 28:5405-5418. [PMID: 36190432 PMCID: PMC9771962 DOI: 10.1158/1078-0432.ccr-22-0963] [Citation(s) in RCA: 3] [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] [Received: 03/24/2022] [Revised: 08/08/2022] [Accepted: 09/27/2022] [Indexed: 01/24/2023]
Abstract
PURPOSE HIF2α is a key driver of kidney cancer. Using a belzutifan analogue (PT2399), we previously showed in tumorgrafts (TG) that ∼50% of clear cell renal cell carcinomas (ccRCC) are HIF2α dependent. However, prolonged treatment induced resistance mutations, which we also identified in humans. Here, we evaluated a tumor-directed, systemically delivered, siRNA drug (siHIF2) active against wild-type and resistant-mutant HIF2α. EXPERIMENTAL DESIGN Using our credentialed TG platform, we performed pharmacokinetic and pharmacodynamic analyses evaluating uptake, HIF2α silencing, target gene inactivation, and antitumor activity. Orthogonal RNA-sequencing studies of siHIF2 and PT2399 were pursued to define the HIF2 transcriptome. Analyses were extended to a TG line generated from a study biopsy of a siHIF2 phase I clinical trial (NCT04169711) participant and the corresponding patient, an extensively pretreated individual with rapidly progressive ccRCC and paraneoplastic polycythemia likely evidencing a HIF2 dependency. RESULTS siHIF2 was taken up by ccRCC TGs, effectively depleted HIF2α, deactivated orthogonally defined effector pathways (including Myc and novel E2F pathways), downregulated cell cycle genes, and inhibited tumor growth. Effects on the study subject TG mimicked those in the patient, where HIF2α was silenced in tumor biopsies, circulating erythropoietin was downregulated, polycythemia was suppressed, and a partial response was induced. CONCLUSIONS To our knowledge, this is the first example of functional inactivation of an oncoprotein and tumor suppression with a systemic, tumor-directed, RNA-silencing drug. These studies provide a proof-of-principle of HIF2α inhibition by RNA-targeting drugs in ccRCC and establish a paradigm for tumor-directed RNA-based therapeutics in cancer.
Collapse
Affiliation(s)
- Yuanqing Ma
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Allison Joyce
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Olivia Brandenburg
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Faeze Saatchi
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Christina Stevens
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Vanina Toffessi Tcheuyap
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Alana Christie
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA,O’Donnell School of Public Health, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Quyen N. Do
- Department of Radiology, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Advanced Imaging Research Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Oluwatomilade Fatunde
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Alyssa Macchiaroli
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - So C. Wong
- Arrowhead Pharmaceuticals, Pasadena, CA, USA
| | - Layton Woolford
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Qurratulain Yousuf
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jeffrey Miyata
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Deyssy Carrillo
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Oreoluwa Onabolu
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tiffani McKenzie
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Akhilesh Mishra
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tanner Hardy
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Wei He
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Daniel Li
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Alexander Ivanishev
- Department of Radiology, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Advanced Imaging Research Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Qing Zhang
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ivan Pedrosa
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Radiology, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Advanced Imaging Research Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Urology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Payal Kapur
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas, USA,Department of Urology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | | | | | - James Brugarolas
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Department of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas, TX, USA,Corresponding author James Brugarolas, M.D., Ph.D., University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390-8852, Phone: 214-648-4059,
| |
Collapse
|
2
|
Zhou J, Simon JM, Liao C, Zhang C, Hu L, Zurlo G, Liu X, Fan C, Hepperla A, Jia L, Tcheuyap VT, Zhong H, Elias R, Ye J, Henne WM, Kapur P, Nijhawan D, Brugarolas J, Zhang Q. An oncogenic JMJD6-DGAT1 axis tunes the epigenetic regulation of lipid droplet formation in clear cell renal cell carcinoma. Mol Cell 2022; 82:3030-3044.e8. [PMID: 35764091 PMCID: PMC9391320 DOI: 10.1016/j.molcel.2022.06.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [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: 10/12/2021] [Revised: 03/15/2022] [Accepted: 05/31/2022] [Indexed: 11/17/2022]
Abstract
Characterized by intracellular lipid droplet accumulation, clear cell renal cell carcinoma (ccRCC) is resistant to cytotoxic chemotherapy and is a lethal disease. Through an unbiased siRNA screen of 2-oxoglutarate (2-OG)-dependent enzymes, which play a critical role in tumorigenesis, we identified Jumonji domain-containing 6 (JMJD6) as an essential gene for ccRCC tumor development. The downregulation of JMJD6 abolished ccRCC colony formation in vitro and inhibited orthotopic tumor growth in vivo. Integrated ChIP-seq and RNA-seq analyses uncovered diacylglycerol O-acyltransferase 1 (DGAT1) as a critical JMJD6 effector. Mechanistically, JMJD6 interacted with RBM39 and co-occupied DGAT1 gene promoter with H3K4me3 to induce DGAT1 expression. JMJD6 silencing reduced DGAT1, leading to decreased lipid droplet formation and tumorigenesis. The pharmacological inhibition (or depletion) of DGAT1 inhibited lipid droplet formation in vitro and ccRCC tumorigenesis in vivo. Thus, the JMJD6-DGAT1 axis represents a potential new therapeutic target for ccRCC.
Collapse
Affiliation(s)
- Jin Zhou
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Jeremy M Simon
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA; Department of Genetics, Neuroscience Center, University of North Carolina, Chapel Hill, NC 27599, USA; UNC Neuroscience Center, Carolina Institute for Developmental Disabilities, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Chengheng Liao
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Cheng Zhang
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Lianxin Hu
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Giada Zurlo
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Xijuan Liu
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA
| | - Cheng Fan
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA
| | - Austin Hepperla
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA; Department of Genetics, Neuroscience Center, University of North Carolina, Chapel Hill, NC 27599, USA; UNC Neuroscience Center, Carolina Institute for Developmental Disabilities, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Liwei Jia
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Vanina Toffessi Tcheuyap
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Hua Zhong
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Lyda Hill Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Roy Elias
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Jin Ye
- Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - W Mike Henne
- Department of Cell Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Payal Kapur
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Kidney Cancer Program, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Deepak Nijhawan
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - James Brugarolas
- Kidney Cancer Program, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Qing Zhang
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Kidney Cancer Program, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
| |
Collapse
|
3
|
Debnath S, Stevens C, Brandenburg O, Sovich J, Gonzalez P, Qin Q(J, Haldeman S, Tcheuyap VT, Christie A, Thapa P, Zhou N, Mulgaonkar A, Hao G, Miyata J, Carrillo D, Cadeddu J, Kapur P, Anderson J, Pedrosa I, Dakanali M, Oz O, Sun X, Brugarolas J. Abstract 2478: Development of a novel HIF2a PET tracer: From proof of concept to a clinical trial. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2478] [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
Normally induced by hypoxia, hypoxia-inducible factor 2 alpha (HIF2a) is arguably the most important driver of kidney cancer. HIF2a is constitutively activated following von Hippel-Lindau (VHL) gene inactivation, which is the signature event of the most common type of kidney cancer, clear cell renal cell carcinoma (ccRCC). HIF2a functions as a heterodimeric transcription factor in partnership with the constitutive HIF1b subunit and regulates a program of gene expression that promotes cell proliferation, stemness, and angiogenesis. While as a transcription factor HIF2a had escaped drug targeting, structural studies revealed an unusual cavity, which became the foundation for the development of small molecule inhibitors such as PT2385 (a first-in-class drug), or the related PT2399 tool compound and the recently FDA-approved PT2977 (also called belzutifan). PT drugs bind a small pocket in the PAS-B domain of HIF2a inducing a conformational change that triggers dissociation from its obligatory partner HIF1b. PT drugs are highly specific - they do not bind the close paralog HIF1a and do not induce changes in gene expression in cells devoid of HIF2a. Using an extensive library of patient-derived xenografts (PDXs), we previously showed that PT drugs have activity against 50% of ccRCCs implanted in mice, and similar observations were made in the clinic. Perhaps unsurprisingly, sensitive tumors showed higher HIF2a levels. Here, we leverage the specificity of PT2385 to develop a HIF2a tracer for positron emission tomography (PET). By substituting a native fluorine atom for 18F, we generated [18F]PT2385. [18F]PT2385 was able to discriminate HIF2a-expressing ccRCCs from tumors that did not express HIF2a in mice simultaneously implanted with both. These data set the foundation for an investigator new drug (IND) approval from the FDA, and a clinical trial that is currently accruing patients (NCT04989959). [18F]PT2385 PET may have applications in identifying kidney cancer patients most likely to respond to HIF2a-targeted therapies, the identification of other tumors relying on HIF2a, and beyond oncology. Reporting on a hypoxia sensor, a HIF2a radiotracer may be a useful ischemia probe. In summary, we report the development of a novel radiotracer with extensive potential applications currently being evaluated in humans.
Citation Format: Sashi Debnath, Christina Stevens, Olivia Brandenburg, Justin Sovich, Paulina Gonzalez, Qian (Janie) Qin, Sydney Haldeman, Vanina Toffessi Tcheuyap, Alana Christie, Pawan Thapa, Ning Zhou, Aditi Mulgaonkar, Guiyang Hao, Jeffrey Miyata, Deyssy Carrillo, Jeffrey Cadeddu, Payal Kapur, Jon Anderson, Ivan Pedrosa, Marianna Dakanali, Orhan Oz, Xiankai Sun, James Brugarolas. Development of a novel HIF2a PET tracer: From proof of concept to a clinical trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2478.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Ning Zhou
- 1UT Southwestern Medical Center, Dallas, TX
| | | | | | | | | | | | | | | | | | | | - Orhan Oz
- 1UT Southwestern Medical Center, Dallas, TX
| | | | | |
Collapse
|
4
|
Ma Y, Stevens C, Brandenburg O, Tcheuyap VT, Do QN, Saatchi F, Hardy T, Fatunde O, Macchiaroli A, Miyata J, Carrillo D, Schluep T, Wong S, Christie A, Kapur P, Pedrosa I, Hamilton J, Brugarolas J. Abstract 6304: Targeting HIF2a with siRNA: From preclinical models to the clinic. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-6304] [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
Hypoxia-inducible factor 2 alpha (HIF2a) is arguably the most important driver of kidney cancer. HIF2a is constitutively activated following von Hippel-Lindau (VHL) gene inactivation, the signature event of the most common type of kidney cancer, clear cell renal cell carcinoma (ccRCC). HIF2a functions as a heterodimeric transcription factor and regulates a program of gene expression that promotes cell proliferation, stemness, and angiogenesis. Using a highly specific inhibitor designed to target a structural vulnerability in HIF2a (PT2399), we previously showed that approximately 50% of ccRCCs are dependent on HIF2a. However, prolonged drug exposure results in resistance and the acquisition of gatekeeper mutations, which we reported first in patient-derived xenografts (PDXs) and subsequently in humans. Using the same PDX platform that previously validated PT2399, we show that HIF2a can be effectively inhibited using a tumor-directed siRNA (siHIF2). Referring herein to both first- and second-generation (ARO-HIF2) siRNA drugs, siHIF2 is specifically taken up by human ccRCC tumors transplanted in mice, where it depletes HIF2a inhibiting target gene expression and tumor growth. Through orthogonal RNA-seq studies integrating both PT2399 and siHIF2 in PDXs, we provide unprecedented detail on the HIF2a effector transcriptome, which we further dissect by incorporating ChIP-seq. A PDX line was generated from a ccRCC patient who had paraneoplastic polycythemia (a HIF2a dependent syndrome due to erythropoietin [Epo] secretion by the tumor) and participated in the phase I trial of ARO-HIF2 (NCT04169711). We show that siHIF2 effectively depleted HIF2a in both the PDX as well as in the patient, that it normalized Epo (and hemoglobin), and that it inhibited tumor growth. siHIF2 has activity against both wild-type and drug-resistant mutant HIF2a and is expected to be active in patients progressing on PT2977 (belzutifan), a PT2399-related drug recently approved by the FDA. To our knowledge, this is the first example of functional inactivation of an oncoprotein with a tumor-directed siRNA in humans. In summary, these studies provide unique insight into HIF2a (the only known core dependency in ccRCC), illustrate how it can be effectively inhibited by an siRNA drug, and establish a paradigm for the development of tumor directed siRNA-based therapeutics.
Citation Format: Yuanqing Ma, Christina Stevens, Olivia Brandenburg, Vanina Toffessi Tcheuyap, Quyen N. Do, Faeze Saatchi, Tanner Hardy, Oluwatomilade Fatunde, Alyssa Macchiaroli, Jeffrey Miyata, Deyssy Carrillo, Thomas Schluep, So Wong, Alana Christie, Payal Kapur, Ivan Pedrosa, James Hamilton, James Brugarolas. Targeting HIF2a with siRNA: From preclinical models to the clinic [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 6304.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - So Wong
- 2Arrowhead Pharmaceuticals, Pasadena, CA
| | | | | | | | | | | |
Collapse
|
5
|
Mulgaonkar A, Woolford L, Elias R, Nham K, Guan B, Hao G, Stevens C, Tcheuyap VT, Haldeman S, Miyata J, Carrillo D, Qin Q(J, Singla N, Bowman I, Cadeddu J, Margulis V, Christie A, Kapur P, Pedrosa I, Dakanali M, Oz O, Sun X, Brugarolas J. Abstract 1234: PD-L1 PET: A potential biomarker of checkpoint inhibitor sensitivity in renal cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1234] [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
Immune checkpoint inhibitors (ICIs) have revolutionized cancer therapy. Program death-ligand 1 (PD-L1) and its corresponding receptor (PD-1) are the target of most FDA-approved ICIs. Perhaps unsurprisingly, PD-L1 levels are predictive of response to targeting drugs in lung and other cancers. However, PD-L1 is not predictive in other tumor types including renal cell carcinoma (RCC). PD-L1 is typically measured on tumor biopsies or archival tissues and we hypothesized that the lack of PD-L1 predictive power is due to tumor heterogeneity and tumor evolution. To test this notion, we embarked upon the generation of a PD-L1 probe that would enable real time assessment of PD-L1 across sites of disease using molecular imaging. We leveraged atezolizumab, a highly specific PD-L1 therapeutic antibody with a mutant Fc. Atezolizumab (ATZ) was labeled with 89Zr after conjugation with a bifunctional chelator and evaluated by positron emission tomography (PET). In extensive preclinical studies using multiple patient-derived xenografts (PDXs) with variable PD-L1 levels, we show that 89Zr-ATZ PET is able to distinguish RCC with variable PD-L1 expression. These data set the foundation for an investigator new drug (IND) approval from the FDA and an ongoing clinical trial in RCC patients (NCT04006522). Consistent with our hypothesis, 89Zr-ATZ PET shows substantial PD-L1 heterogeneity not only across but also within patients at different sites of disease. Furthermore, preliminary data suggest that PD-L1 levels may be predictive of response to ICI. By assessing PD-L1 expression in real time, 89Zr-ATZ PET may enable: (1) the identification of patients most likely to respond to PD-L1/PD-1 targeted therapies; (2) tailored management of the disease across different sites; (3) the evaluation of interventions that modulate PD-L1 levels; (4) insights into toxicities; and (5) probing resistance.
Citation Format: Aditi Mulgaonkar, Layton Woolford, Roy Elias, Kien Nham, Bing Guan, Guiyang Hao, Christina Stevens, Vanina Toffessi Tcheuyap, Sydney Haldeman, Jeffrey Miyata, Deyssy Carrillo, Qian (Janie) Qin, Nirmish Singla, Isaac Bowman, Jeffrey Cadeddu, Vitaly Margulis, Alana Christie, Payal Kapur, Ivan Pedrosa, Marianna Dakanali, Orhan Oz, Xiankai Sun, James Brugarolas. PD-L1 PET: A potential biomarker of checkpoint inhibitor sensitivity in renal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1234.
Collapse
Affiliation(s)
| | | | - Roy Elias
- 1UT Southwestern Medical Center, Dallas, TX
| | - Kien Nham
- 1UT Southwestern Medical Center, Dallas, TX
| | - Bing Guan
- 1UT Southwestern Medical Center, Dallas, TX
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Orhan Oz
- 1UT Southwestern Medical Center, Dallas, TX
| | | | | |
Collapse
|
6
|
Singla N, Xie Z, Zhang Z, Gao M, Yousuf Q, Onabolu O, McKenzie T, Tcheuyap VT, Ma Y, Choi J, McKay R, Christie A, Torras OR, Bowman IA, Margulis V, Pedrosa I, Przybycin C, Wang T, Kapur P, Rini B, Brugarolas J. Pancreatic tropism of metastatic renal cell carcinoma. JCI Insight 2020; 5:134564. [PMID: 32271170 DOI: 10.1172/jci.insight.134564] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 03/04/2020] [Indexed: 12/30/2022] Open
Abstract
Renal cell carcinoma (RCC) is characterized by a particularly broad metastatic swath, and, enigmatically, when the pancreas is a destination, the disease is associated with improved survival. Intrigued by this observation, we sought to characterize the clinical behavior, therapeutic implications, and underlying biology. While pancreatic metastases (PM) are infrequent, we identified 31 patients across 2 institutional cohorts and show that improved survival is independent of established prognostic variables, that these tumors are exquisitely sensitive to antiangiogenic agents and resistant to immune checkpoint inhibitors (ICIs), and that they are characterized by a distinctive biology. Primary tumors of patients with PM exhibited frequent PBRM1 mutations, 3p loss, and 5q amplification, along with a lower frequency of aggressive features such as BAP1 mutations and loss of 9p, 14q, and 4q. Gene expression analyses revealed constrained evolution with remarkable uniformity, reduced effector T cell gene signatures, and increased angiogenesis. Similar findings were observed histopathologically. Thus, RCC metastatic to the pancreas is characterized by indolent biology, heightened angiogenesis, and an uninflamed stroma, likely underlying its good prognosis, sensitivity to antiangiogenic therapies, and refractoriness to ICI. These data suggest that metastatic organotropism may be an indicator of a particular biology with prognostic and treatment implications for patients.
Collapse
Affiliation(s)
- Nirmish Singla
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Urology, and
| | - Zhiqun Xie
- Quantitative Biomedical Research Center, Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ze Zhang
- Quantitative Biomedical Research Center, Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ming Gao
- Kidney Cancer Program, Simmons Comprehensive Cancer Center
| | | | | | | | | | - Yuanqing Ma
- Kidney Cancer Program, Simmons Comprehensive Cancer Center
| | - Jacob Choi
- Department of Hematology and Medical Oncology, Cleveland Clinic Taussig Cancer Institute, Cleveland, Ohio, USA
| | - Renee McKay
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Internal Medicine
| | - Alana Christie
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Division of Biostatistics, Department of Clinical Sciences, and
| | | | - Isaac A Bowman
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Internal Medicine
| | - Vitaly Margulis
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Urology, and
| | - Ivan Pedrosa
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Urology, and.,Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Christopher Przybycin
- Department of Pathology, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio, USA
| | - Tao Wang
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Quantitative Biomedical Research Center, Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Payal Kapur
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Brian Rini
- Department of Hematology and Medical Oncology, Cleveland Clinic Taussig Cancer Institute, Cleveland, Ohio, USA
| | - James Brugarolas
- Kidney Cancer Program, Simmons Comprehensive Cancer Center.,Department of Internal Medicine
| |
Collapse
|
7
|
Pavía-Jiménez A, Tcheuyap VT, Brugarolas J. Establishing a human renal cell carcinoma tumorgraft platform for preclinical drug testing. Nat Protoc 2014; 9:1848-59. [PMID: 25010905 DOI: 10.1038/nprot.2014.108] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Traditionally, xenograft models have been used to study tumors in vivo. However, their utility is reduced by the use of tumor cell lines for implantation. Tumorgrafts (TGs; also known as patient-derived xenografts (PDXs)), which involve patient-derived tumor samples, are increasingly recognized as more representative models than traditional xenografts. Furthermore, we showed previously that renal cell carcinoma (RCC) TGs retain the histology, gene expression, DNA copy number alterations, mutations and treatment responsiveness of patient tumors. In skilled hands, implantations require ≤5 min per mouse, and TGs typically grow to 1 cm in 1-4 months. Here we outline the process of implantation of patient-derived RCC samples into the kidneys of immunodeficient mice, as well as the s.c. implantation for preclinical drug testing, including guidelines for the design and execution of drug trials. TGs have extensive applications besides therapeutic studies and may identify biomarkers and mechanisms of resistance. In addition, they may provide insights into tumor biology.
Collapse
Affiliation(s)
- Andrea Pavía-Jiménez
- 1] Kidney Cancer Program, University of Texas (UT) Southwestern Medical Center, Dallas, Texas, USA. [2] Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA. [3] Department of Developmental Biology, UT Southwestern Medical Center, Dallas, Texas, USA. [4] Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Vanina Toffessi Tcheuyap
- 1] Kidney Cancer Program, University of Texas (UT) Southwestern Medical Center, Dallas, Texas, USA. [2] Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA. [3] Department of Developmental Biology, UT Southwestern Medical Center, Dallas, Texas, USA. [4] Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
| | - James Brugarolas
- 1] Kidney Cancer Program, University of Texas (UT) Southwestern Medical Center, Dallas, Texas, USA. [2] Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA. [3] Department of Developmental Biology, UT Southwestern Medical Center, Dallas, Texas, USA. [4] Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
| |
Collapse
|