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Ren F, Aliper A, Chen J, Zhao H, Rao S, Kuppe C, Ozerov IV, Zhang M, Witte K, Kruse C, Aladinskiy V, Ivanenkov Y, Polykovskiy D, Fu Y, Babin E, Qiao J, Liang X, Mou Z, Wang H, Pun FW, Ayuso PT, Veviorskiy A, Song D, Liu S, Zhang B, Naumov V, Ding X, Kukharenko A, Izumchenko E, Zhavoronkov A. A small-molecule TNIK inhibitor targets fibrosis in preclinical and clinical models. Nat Biotechnol 2024:10.1038/s41587-024-02143-0. [PMID: 38459338 DOI: 10.1038/s41587-024-02143-0] [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] [Received: 06/26/2023] [Accepted: 01/16/2024] [Indexed: 03/10/2024]
Abstract
Idiopathic pulmonary fibrosis (IPF) is an aggressive interstitial lung disease with a high mortality rate. Putative drug targets in IPF have failed to translate into effective therapies at the clinical level. We identify TRAF2- and NCK-interacting kinase (TNIK) as an anti-fibrotic target using a predictive artificial intelligence (AI) approach. Using AI-driven methodology, we generated INS018_055, a small-molecule TNIK inhibitor, which exhibits desirable drug-like properties and anti-fibrotic activity across different organs in vivo through oral, inhaled or topical administration. INS018_055 possesses anti-inflammatory effects in addition to its anti-fibrotic profile, validated in multiple in vivo studies. Its safety and tolerability as well as pharmacokinetics were validated in a randomized, double-blinded, placebo-controlled phase I clinical trial (NCT05154240) involving 78 healthy participants. A separate phase I trial in China, CTR20221542, also demonstrated comparable safety and pharmacokinetic profiles. This work was completed in roughly 18 months from target discovery to preclinical candidate nomination and demonstrates the capabilities of our generative AI-driven drug-discovery pipeline.
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Affiliation(s)
- Feng Ren
- Insilico Medicine Shanghai Ltd., Shanghai, China
- Insilico Medicine AI Limited, Abu Dhabi, UAE
| | - Alex Aliper
- Insilico Medicine AI Limited, Abu Dhabi, UAE
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Jian Chen
- Department of Clinical Pharmacology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, China
| | - Heng Zhao
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Sujata Rao
- Insilico Medicine US Inc., New York, NY, USA
| | - Christoph Kuppe
- Institute of Experimental Medicine and Systems Biology, RWTH Aachen University, Aachen, Germany
- Department of Nephrology, University Clinic RWTH Aachen, Aachen, Germany
| | - Ivan V Ozerov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Man Zhang
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Klaus Witte
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Chris Kruse
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | | | - Yan Ivanenkov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | | | - Yanyun Fu
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | | | - Junwen Qiao
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Xing Liang
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Zhenzhen Mou
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Hui Wang
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Frank W Pun
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Pedro Torres Ayuso
- Department of Cancer and Cellular Biology, Lewis Katz School of Medicine, Temple University, PA, USA
| | | | - Dandan Song
- Department of Clinical Pharmacology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, China
| | - Sang Liu
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Bei Zhang
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Vladimir Naumov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Xiaoqiang Ding
- Division of Nephrology, Zhongshan Hospital Shanghai Medical College, Fudan University, Shanghai, China
| | - Andrey Kukharenko
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Evgeny Izumchenko
- Section of Hematology and Oncology, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Alex Zhavoronkov
- Insilico Medicine AI Limited, Abu Dhabi, UAE.
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong SAR, China.
- Insilico Medicine US Inc., New York, NY, USA.
- Insilico Medicine Canada Inc, Montreal, Quebec, Canada.
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Jagadeeshan S, Suryamohan K, Shin N, Mathukkada S, Boyko A, Melikhova D, Tsareva A, Yunusova L, Pravdivtseva E, Stupichev D, Shaposhnikov K, Peterson A, Bednyagin L, Shugaev-Mendosa E, Kessler L, Burrows F, Ho AL, Agrawal N, Pearson AT, Izumchenko E, Cole G, Elkabets M, Rosenberg AJ. Evolutionary dynamics of tipifarnib in HRAS mutated head and neck squamous cell carcinoma. Oral Oncol 2024; 149:106688. [PMID: 38219706 DOI: 10.1016/j.oraloncology.2024.106688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 12/05/2023] [Accepted: 01/08/2024] [Indexed: 01/16/2024]
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a highly prevalent malignancy worldwide, with a significant proportion of patients developing recurrent and/or metastatic (R/M) disease. Despite recent advances in therapy, the prognosis for patients with advanced HNSCC remains poor. Here, we present the case of a patient with recurrent metastatic HNSCC harboring an HRAS G12S mutation who achieved a durable response to treatment with tipifarnib, a selective inhibitor of farnesyltransferase. The patient was a 48-year-old woman who had previously received multiple lines of therapy with no significant clinical response. However, treatment with tipifarnib resulted in a durable partial response that lasted 8 months. Serial genomic and transcriptomic analyses demonstrated upregulation of YAP1 and AXL in metastatic lesions compared with the primary tumor, the evolution of the tumor microenvironment from an immune-enriched to a fibrotic subtype with increased angiogenesis, and activation of the PI3K/AKT/mTOR pathway in tipifarnib treatment. Lastly, in HRAS-mutated PDXs and in the syngeneic HRAS model, we demonstrated that tipifarnib efficacy is limited by activation of the AKT pathway, and dual treatment with tipifarnib and the PI3K inhibitor, BYL719, resulted in enhanced anti-tumor efficacy. Our case study highlights the potential of targeting HRAS mutations with tipifarnib in R/M HNSCC and identifies potential mechanisms of acquired resistance to tipifarnib, along with immuno-, chemo-, and radiation therapy. Preclinical results provide a firm foundation for further investigation of drug combinations of HRAS-and PI3K -targeting therapeutics in R/M HRAS-driven HNSCC.
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Affiliation(s)
- Sankar Jagadeeshan
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | | | - Nara Shin
- BostonGene Corporation, Waltham, MA, USA
| | - Sooraj Mathukkada
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | | | | | | | | | | | | | | | | | | | | | | | | | - Alan L Ho
- Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York City, NY, USA
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, IL, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Grayson Cole
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Moshe Elkabets
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
| | - Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
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3
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Pun FW, Leung GHD, Leung HW, Rice J, Schmauck-Medina T, Lautrup S, Long X, Liu BHM, Wong CW, Ozerov IV, Aliper A, Ren F, Rosenberg AJ, Agrawal N, Izumchenko E, Fang EF, Zhavoronkov A. A comprehensive AI-driven analysis of large-scale omic datasets reveals novel dual-purpose targets for the treatment of cancer and aging. Aging Cell 2023; 22:e14017. [PMID: 37888486 PMCID: PMC10726874 DOI: 10.1111/acel.14017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 09/22/2023] [Accepted: 10/02/2023] [Indexed: 10/28/2023] Open
Abstract
As aging and tumorigenesis are tightly interconnected biological processes, targeting their common underlying driving pathways may induce dual-purpose anti-aging and anti-cancer effects. Our transcriptomic analyses of 16,740 healthy samples demonstrated tissue-specific age-associated gene expression, with most tumor suppressor genes downregulated during aging. Furthermore, a large-scale pan-cancer analysis of 11 solid tumor types (11,303 cases and 4431 control samples) revealed that many cellular processes, such as protein localization, DNA replication, DNA repair, cell cycle, and RNA metabolism, were upregulated in cancer but downregulated in healthy aging tissues, whereas pathways regulating cellular senescence were upregulated in both aging and cancer. Common cancer targets were identified by the AI-driven target discovery platform-PandaOmics. Age-associated cancer targets were selected and further classified into four groups based on their reported roles in lifespan. Among the 51 identified age-associated cancer targets with anti-aging experimental evidence, 22 were proposed as dual-purpose targets for anti-aging and anti-cancer treatment with the same therapeutic direction. Among age-associated cancer targets without known lifespan-regulating activity, 23 genes were selected based on predicted dual-purpose properties. Knockdown of histone demethylase KDM1A, one of these unexplored candidates, significantly extended lifespan in Caenorhabditis elegans. Given KDM1A's anti-cancer activities reported in both preclinical and clinical studies, our findings propose KDM1A as a promising dual-purpose target. This is the first study utilizing an innovative AI-driven approach to identify dual-purpose target candidates for anti-aging and anti-cancer treatment, supporting the value of AI-assisted target identification for drug discovery.
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Affiliation(s)
- Frank W Pun
- Insilico Medicine Hong Kong Ltd., Hong Kong, China
| | | | | | - Jared Rice
- Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, Lørenskog, Norway
| | - Tomas Schmauck-Medina
- Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, Lørenskog, Norway
| | - Sofie Lautrup
- Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, Lørenskog, Norway
| | - Xi Long
- Insilico Medicine Hong Kong Ltd., Hong Kong, China
| | | | | | | | - Alex Aliper
- Insilico Medicine AI Ltd., Masdar City, United Arab Emirates
| | - Feng Ren
- Insilico Medicine Shanghai Ltd., Shanghai, China
| | - Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, Illinois, USA
| | - Nishant Agrawal
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, Illinois, USA
| | - Evandro F Fang
- Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, Lørenskog, Norway
- The Norwegian Centre On Healthy Ageing (NO-Age), Oslo, Norway
| | - Alex Zhavoronkov
- Insilico Medicine Hong Kong Ltd., Hong Kong, China
- Insilico Medicine AI Ltd., Masdar City, United Arab Emirates
- Buck Institute for Research on Aging, Novato, California, USA
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Arshad M, Hara J, Iftekaruddin Z, Katipally RR, Korpics MC, Izumchenko E, Rosenberg AJ, Pearson A, Agrawal N, Vokes EE, Haraf DJ, Juloori A. Radiomics Based Assessment of Tumor Infiltrating CD8 T-Cells Predicts Induction Systemic Therapy Response in HPV+ Oropharyngeal Cancer: Exploratory Analysis of Prospective Trials. Int J Radiat Oncol Biol Phys 2023; 117:e562-e563. [PMID: 37785724 DOI: 10.1016/j.ijrobp.2023.06.1883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) The adaptive immune system is increasingly recognized to be important for tumor control in HPV+ oropharyngeal cancer (HPV+OPC), and pre-clinical models suggest tumor specific T-cell priming occurs in draining lymph nodes. De-escalation strategies incorporating T-cell infiltration present a novel prognostic biomarker. The purpose of this study was to examine the utility of a validated radiomics model of CD8 T-cell infiltration within the framework of 2 prospective HPV+OPC response-adaptive de-escalation trials. We hypothesized that nodal radiomics scores (RS) would be correlated with response to induction systemic therapy. MATERIALS/METHODS Patients enrolled on 2 prospective phase II response adapted de-escalation trials for low- and high-risk HPV+OPC were included in the analysis. Patients received induction chemotherapy and chemoimmunotherapy in trials 1 and 2, respectively. Primary tumors and nodes were retrospectively delineated on diagnostic CT scans before and after induction therapy to ascertain volumetric tumor burden & response. RS were generated on pre-induction scans for both primary tumors and nodes. RS and tumor response were dichotomized using a 50% threshold (high vs low, responder vs non-responder, respectively). Linear regression was used to evaluate the correlation between % volume change in tumor burden and RS. Fisher's exact test was used to evaluate concordance between RS and tumor response. RESULTS A total of 87 patients (N = 47 Trial 1, N = 40 Trial 2) were evaluable. The mean post-induction therapy reduction in primary and nodal volumetry was 80.7% and 67% respectively. Primary and nodal RS were not associated with primary (T1/T2 vs T3/T4) or nodal stage (N1-N2b vs N2c-N, p > 0.10 both). Both primary and nodal RS were correlated with % volume change, r = 0.24 (p = 0.034) and r = 0.37 (p = 0.002), respectively. The mean difference in % volume change in primary and node, using the RS, was 11.13% (p = 0.015) and 17. 69% (p = 0.004). There was no association between primary tumor RS and total lesion responder status (p = 0.312). However, there was an association between high vs low nodal RS and total lesion responder status (p = 0.005). CONCLUSION This is the first report of a validated radiomics score of CD8-T cell infiltration in HPV+OPC to predict response to systemic therapy. While radiomics scores in both the primary and nodes were associated with percent volume response, this association was stronger in nodes. Higher nodal radiomics scores were associated with improved volume reduction in total lesion burden. This effect however was not observed in the primary tumor. CD8-T cell infiltration in nodes, but not in the primary tumor, was associated with overall tumor response after systemic induction therapy in HPV+ oropharyngeal cancer.
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Affiliation(s)
- M Arshad
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
| | - J Hara
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
| | - Z Iftekaruddin
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
| | - R R Katipally
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, IL
| | - M C Korpics
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, IL
| | - E Izumchenko
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - A J Rosenberg
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - A Pearson
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - N Agrawal
- Section of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of Chicago, Chicago, IL
| | - E E Vokes
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - D J Haraf
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
| | - A Juloori
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
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Izumchenko E, Vokes EE. Epstein-Barr Virus DNA Screening in Asymptomatic People without Known Nasopharyngeal Cancer. NEJM Evid 2023; 2:EVIDe2300077. [PMID: 38320171 DOI: 10.1056/evide2300077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Nasopharyngeal carcinoma is an uncommon head and neck malignancy in most parts of the world but is endemic in Southeast Asia and North Africa.1 Over 130,000 new cases were recorded globally and 80,000 patients succumbed to nasopharyngeal carcinoma in 2020.2 Owing to relatively mild symptoms during early stages, most patients are diagnosed with clinically advanced disease, and the 5-year overall survival for these patients remains approximately 50%.3 Hence, early detection when the disease is most treatable may improve clinical outcomes.
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Affiliation(s)
- Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago
| | - Everett E Vokes
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago
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Yan K, Auger S, Diaz A, Naman J, Vemulapalli R, Hasina R, Izumchenko E, Shogan B, Agrawal N. Microbial Changes Associated With Oral Cavity Cancer Progression. Otolaryngol Head Neck Surg 2023; 168:1443-1452. [PMID: 36939272 PMCID: PMC10213157 DOI: 10.1002/ohn.211] [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: 06/25/2022] [Revised: 11/05/2022] [Accepted: 11/10/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To examine the oral microbiome in the context of oral cavity squamous cell carcinoma. STUDY DESIGN Basic science research. SETTING Academic medical center. METHODS Oral swabs were collected from patients presenting to the operating room for management of oral cavity squamous cell carcinoma and from age- and sex-matched control patients receiving surgery for unrelated benign conditions. 16S ribosomal RNA (rRNA) sequencing was performed on genetic material obtained from swabs. A bacterial rRNA gene library was created and sequence reads were sorted into taxonomic units. RESULTS Thirty-one control patients (17 males) and 35 cancer patients (21 males) were enrolled. Ages ranged from 23 to 89 (median 63) for control patients and 35 to 86 (median 66) for cancer patients. Sixty-one percent of control patients and 63% of cancer patients were smokers. 16S analyses demonstrated a significant decrease in Streptococcus genera in oral cancer patients (34.11% vs 21.74% of the population, p = .04). Increases in Fusobacterium, Peptostreptococcus, Parvimonas, and Neisseria were also found. The abundance of these bacteria correlated with tumor T-stage. CONCLUSION 16S rRNA sequencing demonstrated changes in bacterial populations in oral cavity cancer and its progression compared to noncancer controls. We found increases in bacteria genera that correspond with tumor stage-Fusobacteria, Peptostreptococcus, Parvimonas, Neisseria, and Treponema. These data suggest that oral cancer creates an environment to facilitate foreign bacterial growth, rather than implicating a specific bacterial species in carcinogenesis. These bacteria can be employed as a potential marker for tumor progression or interrogated to better characterize the tumor microenvironment.
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Affiliation(s)
- Kenneth Yan
- Department of Otolaryngology-Head and Neck Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Samuel Auger
- Department of Surgery, Section of Otolaryngology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Ashley Diaz
- Pritzker School of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Julia Naman
- Department of Surgery, Section of Otolaryngology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Ramya Vemulapalli
- Department of Surgery, Section of Otolaryngology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Rifat Hasina
- Department of Surgery, Section of Otolaryngology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Benjamin Shogan
- Department of Medicine, Section of Hematology and Oncology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology, University of Chicago Medicine, Chicago, Illinois, USA
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Peace DJ, Izumchenko E, Sidransky D. Unexpected heterogeneity in oropharyngeal squamous cell tumors. Nat Genet 2023; 55:534-535. [PMID: 37016098 DOI: 10.1038/s41588-023-01360-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2023]
Affiliation(s)
- David J Peace
- Chicago Medical School, Rosalind Franklin University of Medicine and Science, Chicago, IL, USA
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
| | - David Sidransky
- Departments of Oncology and Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Singh A, Babushkin N, Korzinkin M, Sarkisova V, Mishra V, Rosenberg A, Lingen M, Bishop J, Zhavoronkov A, London N, Agrawal N, Liu X, Izumchenko E. Abstract 6077: Comprehensive multi-omic characterization of genetic changes associated with sinonasal squamous cell carcinoma progression. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-6077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Approximately 50-80% of sinonasal tract cancers are sinonasal squamous cell carcinoma (SNSCC), a rare malignancy which occur in the nasal cavity and maxillary sinus. These lesions possess a propensity for local invasion into adjacent structures including the skull base, brain, and orbit. Owing to relatively mild symptoms during early stages, which resemble benign sinonasal disease, most patients are already in clinically advanced stages when diagnosed. Therefore, despite improvements in endoscopic surgical approaches, radiotherapy and imaging techniques, the 5-year overall survival for advanced SNSCC patients remains poor (~40%).
Inverted sinonasal papilloma (IP) is a locally aggressive, benign epithelial neoplasm arising in the paranasal sinuses which has a high recurrence rate and transforms to SNSCC in 10%-25% of cases. As some IP evolve to malignant neoplasms, it has been presumed that they represent an intermediate step in SNSCC progression. However, the current tools for detecting altered epithelial cells, such as clinical examination and histological characteristics, have limited prognostic value for predicting which IP will progress to malignancy, and the link between IP and invasive disease remains unclear.
Activating mutations in EGFR and PIK3CA genes as well as loss-of-function mutations in TP53 have been reported in a few very small cohorts of IP and SNSCC lesions, suggesting their role in IP pathogenesis and progression to invasive malignancy. Other observed alterations potentially associated with malignant transition include KRAS mutations, loss of heterozygosity (LOH) at the 9p21 locus (containing p16INK4a), mismatch repair genes deficiency, amplification of FGFR1 and SOX2 genes, as well as NFκB, COX2 and HOXA9 overexpression. While these studies provide a snapshot of molecular changes in SNSCC, genetic alterations critical to the development of SNSCC are poorly understood, and the exact mechanism underlying malignant transformation remains unknown.
In this study we have used PandaOmic, a multi-omic data analysis and visualization algorithm, to perform a first comprehensive integrative analysis of WES, mitochondrial sequencing and transcriptomic data obtained from 11 IP lesions, matched invasive SNSCC tumors and histologically normal paranasal sinus epithelium collected from the same patients. Our analysis reveals heterogeneous mutational patterns, gene expression changes and signaling pathways features associated with SNSCC pathogenesis, and provides crucial insights that may aid in the development of novel means of prevention, diagnosis, and treatment of this rare, aggressive and poorly characterized malignancy.
Citation Format: Alka Singh, Nikita Babushkin, Michael Korzinkin, Viktoria Sarkisova, Vasudha Mishra, Ari Rosenberg, Mark Lingen, Justin Bishop, Alex Zhavoronkov, Nyall London, Nishant Agrawal, Xuanyao Liu, Evgeny Izumchenko. Comprehensive multi-omic characterization of genetic changes associated with sinonasal squamous cell carcinoma progression [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 6077.
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Cyberski T, Singh A, Lingen M, Pearson A, Agrawal N, Izumchenko E, Rosenberg A. Abstract 4407: Clinicopathologic characteristics and mutational analysis of MYC amplified head and neck squamous cell carcinoma (HNSCC). Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-4407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Amplification of MYC proto-oncogene is commonly found in many types of cancer, and frequently associated with poor clinical outcomes. Analysis of the TCGA-HNSCC dataset indicates that MYC amplification is estimated to be present in ~12% of HNSCC cases, and has a significant impact on patients’ median survival (32.2 vs 56.9 months for patients with wild-type MYC). While the association between MYC amplification and HNSCC progression was previously reported, its role in regulating mechanisms of acquired resistance to therapy remain under investigated. In this study, we seek to further characterize the clinicopathological features associated with MYC amplified HNSCC, and highlight the molecular changes that may contribute to acquired resistance to treatment.
Seven HNSCC patients with MYC amplification were identified by searching the Oncoplus database at the University of Chicago. A retrospective chart review was conducted to collect demographic and clinical data for each patient, and mutational landscape was characterized. In a single patient, MYC amplification was acquired following treatment with chemoimmunotherapy (nivolumab, carboplatin, paclitaxel), chemoradiation, and maintenance nivolumab resulting in rapidly progressive disease despite an initial response to therapy. RNA sequencing and immunohistochemical staining was performed to compare specimens collected before and after progression.
Seven patients were diagnosed with HNSCC and were found to have MYC amplification on molecular testing of their cancer between 2018 and 2021. Four were male, median age 61 (range 46-71), stage T2-4 (n=6), N2-3 (n=6), p16+ (n=2). All patients (n=7) developed recurrent and/or metastatic disease following primary therapy with locoregional recurrence (n=3), metastatic recurrence (n=2), or both (n=2). Median survival for the cohort was 3.1 years. Previous therapy included surgery (n=4), radiotherapy (n=7), chemotherapy (n=7), targeted therapy (n=4), and immunotherapy (n=4). The most common mutations co-occurring with MYC amplification were CDKN2A loss (n=5), TP53 loss (n=5), CCND1 amplification (n=2) and KDM6A loss (n=2). Acquisition of MYC amplification and acquired resistance to chemoimmunotherapy was associated with upregulation of glycolysis pathway, WNT/beta-catenin signaling, and significant changes to tumor microenvironment (TME) such as tumor infiltrating lymphocytes repertoire and PD1/PD-L1 expression levels.
Alongside the data from TCGA, the cases described in this study highlight the poor prognosis associated with MYC amplified HNSCC. While loss of function mutations in CDKN2A and TP53, upregulation of glycolysis pathway, and TME reprogramming may contribute to treatment resistance and secondary immune evasion, further studies in larger cohorts are warranted to develop therapies that target MYC mediated mechanisms of resistance in HNSCC.
Citation Format: Thomas Cyberski, Alka Singh, Mark Lingen, Alexander Pearson, Nishant Agrawal, Evgeny Izumchenko, Ari Rosenberg. Clinicopathologic characteristics and mutational analysis of MYC amplified head and neck squamous cell carcinoma (HNSCC). [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 4407.
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Affiliation(s)
- Thomas Cyberski
- 1The University of Chicago Pritzker School of Medicine, Chicago, IL
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Mishra V, Singh A, Chen X, Korzinkin M, Wing C, Sarkisova V, Ozerova A, Glushchenko O, Thodima V, Ito K, Scherle P, Lingen M, Hasina R, Pearson A, Rosenberg A, Zhavoronkov A, Ruggeri B, Agrawal N, Izumchenko E. Abstract 4897: PRT543, a methyl transferase inhibitor, has potent anti-tumor activity against adenoid cystic carcinoma of salivary glands. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-4897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Adenoid Cystic Carcinoma (ACC) is a rare but aggressive malignancy of salivary gland, associated with protracted clinical course and fatal outcome. Treatment modalities are restricted to surgery and/or adjuvant radiotherapy and patients develop recurrence and distant metastasis over time. The absence of effective systematic therapy makes it incurable in advanced stage. ACC display an overall low mutation frequency, therefore very few actionable genetic alterations critical to the ACC development have been recognized. MYB fusion/overexpression is the most frequently found genetic alteration in ACC and is present in ~70% patients. This is followed by activating NOTCH mutations, reported in ~20% patients. Despite the presence of few targetable genetic alterations, recent studies revealed substantial transcriptomic heterogeneity amongst ACC tumors suggesting the role of epigenetic alterations in ACC oncogenesis. Symmetric dimethylation is an important epigenetic mechanism that regulates mRNA splicing, transcription, translation, cell cycle and oncogenic signaling pathways. Protein Arginine Methyl Transferase 5 (PRMT5) is a predominant enzyme for symmetric dimethylation among a family of 9 methyl transferases. In was suggested that PRMT5 plays a role in regulating tumor progression via modulation of MYC signaling, cancer stemness, and a wide array of additional cellular and transcriptional pro-oncogenic processes. While inhibition of PRMTs showed anti-oncogenic response in several preclinical tumor models and a subset of patients with advanced solid malignancies (including ACC), preclinical studies investigating the effect of PRMT5 blockade in ACC remain inadequate. In part, due to the scarcity of ACC specimens and limited availability of the experimental models. PRT543 is a selective and potent small molecule PRMT5 inhibitor that specifically targets PRMT5 among 37 methyl transferases. In the present study, we have investigated the effect this novel agent using a unique collection of ACC cell lines, organoids, and patient derived xenograft mouse models. To our knowledge, this is the first study investigating the therapeutic effect of PRT543 in several preclinical models of ACC. Specifically, we found that PRT543 has potent antitumor activity in in-vitro and in-vivo models with MYB expression and activating NOTCH mutations. Further, based on these observations, we have sequenced a collection of 50 ACC tumor samples to identify the subset of patients who may potentially benefit from PRT543 treatment based on their underlying genetic signatures. This study provides evidence underscoring the role of PRMT5 signaling in ACC and supports the clinical development of PRMT5 inhibitors for this indication.
Citation Format: Vasudha Mishra, Alka Singh, Xiangying Chen, Michael Korzinkin, Claudia Wing, Viktoria Sarkisova, Alexandra Ozerova, Oksana Glushchenko, Venkat Thodima, Koichi Ito, Peggy Scherle, Mark Lingen, Rifat Hasina, Alexander Pearson, Ari Rosenberg, Alex Zhavoronkov, Bruce Ruggeri, Nishant Agrawal, Evgeny Izumchenko. PRT543, a methyl transferase inhibitor, has potent anti-tumor activity against adenoid cystic carcinoma of salivary glands. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 4897.
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Singh A, Koppayi AL, Wu P, Lingen M, Mishra V, Pearson A, Rosenberg A, Agrawal N, Suresh K, Izumchenko E. Abstract 4845: Ultra-deep sequencing of mitochondrial genome to explore the dynamic mutational changes associated with oral cavity squamous cell carcinoma progression. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-4845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Oral cavity squamous cell carcinoma (OCSCC) is a devastating disease, causing substantial morbidity and mortality. While many OCSCCs arise from an existing dysplastic lesion, not all oral premalignant lesions progress to OCSCC. Current methods for oral premalignancy and OCSCC diagnosis (visual and tactile exam followed by tissue biopsy and histologic evaluation) cannot discriminate between benign inflammatory changes and high-risk premalignant lesions that require interventions, underscoring the need for molecular-based biomarkers. The multi-step cancer progression from normal epithelium to premalignant lesion and invasive SCC is driven by the accumulation of genetic alterations, including changes in mitochondrial DNA (mtDNA). Due to the lack of protective histones and limited repair mechanisms, mtDNA is susceptible to damage by environmental carcinogens and reactive oxygen species, a byproduct of the oxidative phosphorylation system. As a result, mutation rate in mtDNA is ~10 times higher than in nuclear DNA, and may greatly facilitate the risk of mitochondrial dysfunction. Previous studies underscore that acquisition of somatic mtDNA mutations directly involved in tumorigenesis, and not merely epiphenomena. However, the impact of these studies is limited by an incomplete understanding of mitochondrial genomic alterations in the transition of preneoplastic lesions to invasive disease. In this study we used a unique cohort of 27 patients with matched longitudinally collected samples (histologically normal mucosa, dysplastic lesion, and SCC) coupled with novel ultra-deep mitochondrial sequencing (mtDNA-Seq) method to assess the mtDNA mutational landscape throughout the continuum of OCSCC progression. Using a custom bioinformatics workflow, somatic mutations were detected in a subset of the premalignant lesions, with overall higher mutational load observed in OCSCC specimens. While sequencing revealed a large degree of inter-patient heterogeneity, a panel of non-synonymous aberrations were present in both premalignant and invasive neoplasms. The majority of shared mutations showed an increase in fractional abundance in tumors, compared to the precursor lesions (suggesting a spatial expansion of these clones as they progressed histologically), and were enriched for coding mutations in complex-I subunits (critical region for ATP production), which is associated with an oncogenic phenotype. Additionally, mtDNA content increased in OCSCC tumor in a subset of patients, suggesting a cell compensation for defective oxidative phosphorylation and lower ATP production per mitochondria. Here we report the first comprehensive characterization of mitochondrial mutational landscape in dysplastic and invasive SCC lesions, and reveal key molecular events associated with the transition from non-invasive to invasive state.
Citation Format: Alka Singh, Ashwin Lakshman Koppayi, Ping Wu, Mark Lingen, Vasudha Mishra, Alexander Pearson, Ari Rosenberg, Nishant Agrawal, Karthik Suresh, Evgeny Izumchenko. Ultra-deep sequencing of mitochondrial genome to explore the dynamic mutational changes associated with oral cavity squamous cell carcinoma progression. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 4845.
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Affiliation(s)
| | | | - Ping Wu
- 2Central South University, Changsha, China
| | - Mark Lingen
- 3University of Chicago, University of Chicago, IL
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Goldberg M, Manzi A, Birdi A, Laporte B, Conway P, Cantin S, Mishra V, Singh A, Pearson AT, Goldberg ER, Goldberger S, Flaum B, Hasina R, London NR, Gallia GL, Bettegowda C, Young S, Sandulache V, Melville J, Shun J, O’Neill SE, Aydin E, Zhavoronkov A, Vidal A, Soto A, Alonso MJ, Rosenberg AJ, Lingen MW, D’Cruz A, Agrawal N, Izumchenko E. Author Correction: A nanoengineered topical transmucosal cisplatin delivery system induces anti-tumor response in animal models and patients with oral cancer. Nat Commun 2022; 13:7865. [PMID: 36543765 PMCID: PMC9772340 DOI: 10.1038/s41467-022-35449-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Manijeh Goldberg
- grid.516087.dDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA USA ,grid.116068.80000 0001 2341 2786Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA USA ,grid.225262.30000 0000 9620 1122Department of Biomedical Engineering, University of Massachusetts Lowell, Lowell, MA USA ,grid.430026.3Privo Technologies, Peabody, MA USA
| | - Aaron Manzi
- grid.516087.dDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA USA ,grid.225262.30000 0000 9620 1122Department of Biomedical Engineering, University of Massachusetts Lowell, Lowell, MA USA ,grid.430026.3Privo Technologies, Peabody, MA USA
| | | | | | - Peter Conway
- grid.430026.3Privo Technologies, Peabody, MA USA
| | | | - Vasudha Mishra
- grid.170205.10000 0004 1936 7822Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL USA
| | - Alka Singh
- grid.170205.10000 0004 1936 7822Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL USA
| | - Alexander T. Pearson
- grid.170205.10000 0004 1936 7822Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL USA
| | | | | | | | - Rifat Hasina
- grid.170205.10000 0004 1936 7822Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL USA
| | - Nyall R. London
- grid.21107.350000 0001 2171 9311Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD USA ,grid.21107.350000 0001 2171 9311Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Gary L. Gallia
- grid.21107.350000 0001 2171 9311Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD USA ,grid.21107.350000 0001 2171 9311Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Chetan Bettegowda
- grid.21107.350000 0001 2171 9311Department of Neurosurgery and Oncology, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Simon Young
- grid.267308.80000 0000 9206 2401Department of Oral Maxillofacial Surgery, The University of Texas Health Science Center at Houston, Houston, TX USA
| | - Vlad Sandulache
- grid.39382.330000 0001 2160 926XDepartment of Otolaryngology-Head & Neck Surgery, Baylor College of Medicine, Houston, TX USA
| | - James Melville
- grid.267308.80000 0000 9206 2401Department of Oral Maxillofacial Surgery, The University of Texas Health Science Center at Houston, Houston, TX USA
| | - Jonathan Shun
- grid.267308.80000 0000 9206 2401Department of Oral Maxillofacial Surgery, The University of Texas Health Science Center at Houston, Houston, TX USA
| | - Sonya E. O’Neill
- grid.116068.80000 0001 2341 2786Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA USA ,grid.416498.60000 0001 0021 3995Massachusetts College of Pharmacy and Health Sciences, Boston, MA USA
| | - Erkin Aydin
- grid.516087.dDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA USA
| | | | - Anxo Vidal
- grid.11794.3a0000000109410645Department of Pharmacy and Pharmaceutical Technology, University of Santiago de Compostela, Galicia, Spain
| | - Atenea Soto
- grid.11794.3a0000000109410645Department of Pharmacy and Pharmaceutical Technology, University of Santiago de Compostela, Galicia, Spain
| | - Maria Jose Alonso
- grid.11794.3a0000000109410645Department of Pharmacy and Pharmaceutical Technology, University of Santiago de Compostela, Galicia, Spain
| | - Ari J. Rosenberg
- grid.170205.10000 0004 1936 7822Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL USA
| | - Mark W. Lingen
- grid.170205.10000 0004 1936 7822Department of Pathology, University of Chicago, Chicago, IL USA
| | - Anil D’Cruz
- Department of Oncology, Apollo Hospital, Mumbai, India
| | - Nishant Agrawal
- grid.170205.10000 0004 1936 7822Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL USA
| | - Evgeny Izumchenko
- grid.170205.10000 0004 1936 7822Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL USA
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13
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Mkrtchyan GV, Veviorskiy A, Izumchenko E, Shneyderman A, Pun FW, Ozerov IV, Aliper A, Zhavoronkov A, Scheibye-Knudsen M. High-confidence cancer patient stratification through multiomics investigation of DNA repair disorders. Cell Death Dis 2022; 13:999. [PMID: 36435816 PMCID: PMC9701218 DOI: 10.1038/s41419-022-05437-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 11/10/2022] [Accepted: 11/11/2022] [Indexed: 11/28/2022]
Abstract
Multiple cancer types have limited targeted therapeutic options, in part due to incomplete understanding of the molecular processes underlying tumorigenesis and significant intra- and inter-tumor heterogeneity. Identification of novel molecular biomarkers stratifying cancer patients with different survival outcomes may provide new opportunities for target discovery and subsequent development of tailored therapies. Here, we applied the artificial intelligence-driven PandaOmics platform ( https://pandaomics.com/ ) to explore gene expression changes in rare DNA repair-deficient disorders and identify novel cancer targets. Our analysis revealed that CEP135, a scaffolding protein associated with early centriole biogenesis, is commonly downregulated in DNA repair diseases with high cancer predisposition. Further screening of survival data in 33 cancers available at TCGA database identified sarcoma as a cancer type where lower survival was significantly associated with high CEP135 expression. Stratification of cancer patients based on CEP135 expression enabled us to examine therapeutic targets that could be used for the improvement of existing therapies against sarcoma. The latter was based on application of the PandaOmics target-ID algorithm coupled with in vitro studies that revealed polo-like kinase 1 (PLK1) as a potential therapeutic candidate in sarcoma patients with high CEP135 levels and poor survival. While further target validation is required, this study demonstrated the potential of in silico-based studies for a rapid biomarker discovery and target characterization.
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Affiliation(s)
- Garik V. Mkrtchyan
- grid.5254.60000 0001 0674 042XCenter for Healthy Aging, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Evgeny Izumchenko
- grid.170205.10000 0004 1936 7822Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL USA
| | | | | | | | | | | | - Morten Scheibye-Knudsen
- grid.5254.60000 0001 0674 042XCenter for Healthy Aging, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
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Rosenberg AJ, Agrawal N, Pearson AT, Gooi Z, Blair E, Portugal L, Cursio JF, Juloori A, Chin J, Rouse K, Villaflor VM, Seiwert TY, Izumchenko E, Lingen MW, Haraf DJ, Vokes EE. Phase I study of nab-paclitaxel-based induction followed by nab-paclitaxel-based concurrent chemotherapy and re-irradiation in previously treated head and neck squamous cell carcinoma. Br J Cancer 2022; 127:1497-1506. [PMID: 35945244 PMCID: PMC9553920 DOI: 10.1038/s41416-022-01941-0] [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: 03/22/2022] [Revised: 07/19/2022] [Accepted: 07/29/2022] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Recurrent head and neck squamous cell carcinoma (HNSCC) is associated with poor overall survival (OS). Prior studies suggested incorporation of nab-paclitaxel (A) may improve outcomes in recurrent HNSCC. METHODS This Phase I study evaluated induction with carboplatin and A followed by concomitant FHX (infusional 5-fluorouracil, hydroxyurea and twice-daily radiation therapy administered every other week) plus A with cohort dose escalation ranging from 10-100 mg/m2 in recurrent HNSCC. The primary endpoint was maximally tolerated dose (MTD) and dose-limiting toxicity (DLT) of A when given in combination with FHX (AFHX). RESULTS Forty-eight eligible pts started induction; 28 pts started AFHX and were evaluable for toxicity. Two DLTs occurred (both Grade 4 mucositis) at a dose level 20 mg/m2. No further DLTs were observed with subsequent dose escalation. The MTD and recommended Phase II dose (RP2D) of A was 100 mg/m2. CONCLUSIONS In this Phase I study, the RP2D of A with FHX is 100 mg/m2 (AFHX). The role of re-irradiation with immunotherapy warrants further investigation. CLINICAL TRIAL INFORMATION This clinical trial was registered with ClinicalTrials.gov identifier: NCT01847326.
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Affiliation(s)
- Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA.
| | - Nishant Agrawal
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
| | - Zhen Gooi
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Elizabeth Blair
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Louis Portugal
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - John F Cursio
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
| | - Aditya Juloori
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Jeffrey Chin
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Kathryn Rouse
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | | | - Tanguy Y Seiwert
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
| | - Mark W Lingen
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Daniel J Haraf
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Everett E Vokes
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
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15
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Matthews JM, Schuster B, Kashaf SS, Liu P, Ben-Yishay R, Ishay-Ronen D, Izumchenko E, Shen L, Weber CR, Bielski M, Kupfer SS, Bilgic M, Rzhetsky A, Tay S. OrganoID: A versatile deep learning platform for tracking and analysis of single-organoid dynamics. PLoS Comput Biol 2022; 18:e1010584. [PMID: 36350878 PMCID: PMC9645660 DOI: 10.1371/journal.pcbi.1010584] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 09/18/2022] [Indexed: 11/10/2022] Open
Abstract
Organoids have immense potential as ex vivo disease models for drug discovery and personalized drug screening. Dynamic changes in individual organoid morphology, number, and size can indicate important drug responses. However, these metrics are difficult and labor-intensive to obtain for high-throughput image datasets. Here, we present OrganoID, a robust image analysis platform that automatically recognizes, labels, and tracks single organoids, pixel-by-pixel, in brightfield and phase-contrast microscopy experiments. The platform was trained on images of pancreatic cancer organoids and validated on separate images of pancreatic, lung, colon, and adenoid cystic carcinoma organoids, which showed excellent agreement with manual measurements of organoid count (95%) and size (97%) without any parameter adjustments. Single-organoid tracking accuracy remained above 89% over a four-day time-lapse microscopy study. Automated single-organoid morphology analysis of a chemotherapy dose-response experiment identified strong dose effect sizes on organoid circularity, solidity, and eccentricity. OrganoID enables straightforward, detailed, and accurate image analysis to accelerate the use of organoids in high-throughput, data-intensive biomedical applications.
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Affiliation(s)
- Jonathan M. Matthews
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Pritzker School of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Brooke Schuster
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Department of Chemistry, The University of Chicago, Chicago, Illinois, United States of America
| | - Sara Saheb Kashaf
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Pritzker School of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Ping Liu
- Department of Computer Science, Illinois Institute of Technology, Chicago, Illinois, United States of America
| | - Rakefet Ben-Yishay
- Institute of Oncology, Sheba Medical Center, Ramat-Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dana Ishay-Ronen
- Institute of Oncology, Sheba Medical Center, Ramat-Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Evgeny Izumchenko
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Le Shen
- Department of Pathology, The University of Chicago, Chicago, Illinois, United States of America
- Organoid and Primary Culture Research Core, The University of Chicago, Chicago, Illinois, United States of America
| | - Christopher R. Weber
- Organoid and Primary Culture Research Core, The University of Chicago, Chicago, Illinois, United States of America
- Department of Surgery, The University of Chicago, Chicago, Illinois, United States of America
| | - Margaret Bielski
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Sonia S. Kupfer
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Mustafa Bilgic
- Department of Computer Science, Illinois Institute of Technology, Chicago, Illinois, United States of America
| | - Andrey Rzhetsky
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
- Department of Human Genetics, The University of Chicago, Chicago, Illinois, United States of America
| | - Savaş Tay
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
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16
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Arshad M, Hara J, Rosenberg A, Ginat D, Pearson A, Iftekaruddin Z, Izumchenko E, Gooi Z, Blair E, Agrawal N, Vokes E, Haraf D, Juloori A. Assessment of Tumor Burden and Response by RECIST vs. Volume Change in HPV+ Oropharyngeal Cancer – An Exploratory Analysis of Prospective Trials. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.550] [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: 10/31/2022]
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17
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Goldberg M, Manzi A, Birdi A, Laporte B, Conway P, Cantin S, Mishra V, Singh A, Pearson AT, Goldberg ER, Goldberger S, Flaum B, Hasina R, London NR, Gallia GL, Bettegowda C, Young S, Sandulache V, Melville J, Shum J, O'Neill SE, Aydin E, Zhavoronkov A, Vidal A, Soto A, Alonso MJ, Rosenberg AJ, Lingen MW, D'Cruz A, Agrawal N, Izumchenko E. A nanoengineered topical transmucosal cisplatin delivery system induces anti-tumor response in animal models and patients with oral cancer. Nat Commun 2022; 13:4829. [PMID: 35977936 PMCID: PMC9385702 DOI: 10.1038/s41467-022-31859-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [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: 02/05/2022] [Accepted: 07/06/2022] [Indexed: 12/25/2022] Open
Abstract
Despite therapeutic advancements, oral cavity squamous cell carcinoma (OCSCC) remains a difficult disease to treat. Systemic platinum-based chemotherapy often leads to dose-limiting toxicity (DLT), affecting quality of life. PRV111 is a nanotechnology-based system for local delivery of cisplatin loaded chitosan particles, that penetrate tumor tissue and lymphatic channels while avoiding systemic circulation and toxicity. Here we evaluate PRV111 using animal models of oral cancer, followed by a clinical trial in patients with OCSCC. In vivo, PRV111 results in elevated cisplatin retention in tumors and negligible systemic levels, compared to the intravenous, intraperitoneal or intratumoral delivery. Furthermore, PRV111 produces robust anti-tumor responses in subcutaneous and orthotopic cancer models and results in complete regression of carcinogen-induced premalignant lesions. In a phase 1/2, open-label, single-arm trial (NCT03502148), primary endpoints of efficacy (≥30% tumor volume reduction) and safety (incidence of DLTs) of neoadjuvant PRV111 were reached, with 69% tumor reduction in ~7 days and over 87% response rate. Secondary endpoints (cisplatin biodistribution, loco-regional control, and technical success) were achieved. No DLTs or drug-related serious adverse events were reported. No locoregional recurrences were evident in 6 months. Integration of PRV111 with current standard of care may improve health outcomes and survival of patients with OCSCC.
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Affiliation(s)
- Manijeh Goldberg
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Department of Biomedical Engineering, University of Massachusetts Lowell, Lowell, MA, USA.
- Privo Technologies, Peabody, MA, USA.
| | - Aaron Manzi
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biomedical Engineering, University of Massachusetts Lowell, Lowell, MA, USA
- Privo Technologies, Peabody, MA, USA
| | | | | | | | | | - Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alka Singh
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | | | | | | | - Rifat Hasina
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Nyall R London
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gary L Gallia
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chetan Bettegowda
- Department of Neurosurgery and Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Simon Young
- Department of Oral Maxillofacial Surgery, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Vlad Sandulache
- Department of Otolaryngology-Head & Neck Surgery, Baylor College of Medicine, Houston, TX, USA
| | - James Melville
- Department of Oral Maxillofacial Surgery, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jonathan Shum
- Department of Oral Maxillofacial Surgery, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Sonya E O'Neill
- Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Massachusetts College of Pharmacy and Health Sciences, Boston, MA, USA
| | - Erkin Aydin
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Anxo Vidal
- Department of Pharmacy and Pharmaceutical Technology, University of Santiago de Compostela, Galicia, Spain
| | - Atenea Soto
- Department of Pharmacy and Pharmaceutical Technology, University of Santiago de Compostela, Galicia, Spain
| | - Maria Jose Alonso
- Department of Pharmacy and Pharmaceutical Technology, University of Santiago de Compostela, Galicia, Spain
| | - Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Mark W Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Anil D'Cruz
- Department of Oncology, Apollo Hospital, Mumbai, India
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA.
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
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18
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Ferrarotto R, Mishra V, Herz E, Yaacov A, Solomon O, Rauch R, Mondshine A, Motin M, Leibovich-Rivkin T, Davis M, Kaye J, Weber CR, Shen L, Pearson AT, Rosenberg AJ, Chen X, Singh A, Aster JC, Agrawal N, Izumchenko E. AL101, a gamma-secretase inhibitor, has potent antitumor activity against adenoid cystic carcinoma with activated NOTCH signaling. Cell Death Dis 2022; 13:678. [PMID: 35931701 PMCID: PMC9355983 DOI: 10.1038/s41419-022-05133-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [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: 02/05/2022] [Revised: 07/21/2022] [Accepted: 07/25/2022] [Indexed: 01/21/2023]
Abstract
Adenoid cystic carcinoma (ACC) is an aggressive salivary gland malignancy with limited treatment options for recurrent or metastatic disease. Due to chemotherapy resistance and lack of targeted therapeutic approaches, current treatment options for the localized disease are limited to surgery and radiation, which fails to prevent locoregional recurrences and distant metastases in over 50% of patients. Approximately 20% of patients with ACC carry NOTCH-activating mutations that are associated with a distinct phenotype, aggressive disease, and poor prognosis. Given the role of NOTCH signaling in regulating tumor cell behavior, NOTCH inhibitors represent an attractive potential therapeutic strategy for this subset of ACC. AL101 (osugacestat) is a potent γ-secretase inhibitor that prevents activation of all four NOTCH receptors. While this investigational new drug has demonstrated antineoplastic activity in several preclinical cancer models and in patients with advanced solid malignancies, we are the first to study the therapeutic benefit of AL101 in ACC. Here, we describe the antitumor activity of AL101 using ACC cell lines, organoids, and patient-derived xenograft models. Specifically, we find that AL101 has potent antitumor effects in in vitro and in vivo models of ACC with activating NOTCH1 mutations and constitutively upregulated NOTCH signaling pathway, providing a strong rationale for evaluation of AL101 in clinical trials for patients with NOTCH-driven relapsed/refractory ACC.
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Affiliation(s)
- Renata Ferrarotto
- Department of Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Elad Herz
- Ayala Pharmaceuticals, Rehovot, Israel
| | | | | | | | | | | | | | | | - Joel Kaye
- Ayala Pharmaceuticals, Rehovot, Israel
| | | | - Le Shen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Xiangying Chen
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alka Singh
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Jon C Aster
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
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19
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Pun FW, Liu BHM, Long X, Leung HW, Leung GHD, Mewborne QT, Gao J, Shneyderman A, Ozerov IV, Wang J, Ren F, Aliper A, Bischof E, Izumchenko E, Guan X, Zhang K, Lu B, Rothstein JD, Cudkowicz ME, Zhavoronkov A. Identification of Therapeutic Targets for Amyotrophic Lateral Sclerosis Using PandaOmics – An AI-Enabled Biological Target Discovery Platform. Front Aging Neurosci 2022; 14:914017. [PMID: 35837482 PMCID: PMC9273868 DOI: 10.3389/fnagi.2022.914017] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 05/31/2022] [Indexed: 11/30/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a severe neurodegenerative disease with ill-defined pathogenesis, calling for urgent developments of new therapeutic regimens. Herein, we applied PandaOmics, an AI-driven target discovery platform, to analyze the expression profiles of central nervous system (CNS) samples (237 cases; 91 controls) from public datasets, and direct iPSC-derived motor neurons (diMNs) (135 cases; 31 controls) from Answer ALS. Seventeen high-confidence and eleven novel therapeutic targets were identified and will be released onto ALS.AI (http://als.ai/). Among the proposed targets screened in the c9ALS Drosophila model, we verified 8 unreported genes (KCNB2, KCNS3, ADRA2B, NR3C1, P2RY14, PPP3CB, PTPRC, and RARA) whose suppression strongly rescues eye neurodegeneration. Dysregulated pathways identified from CNS and diMN data characterize different stages of disease development. Altogether, our study provides new insights into ALS pathophysiology and demonstrates how AI speeds up the target discovery process, and opens up new opportunities for therapeutic interventions.
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Affiliation(s)
- Frank W. Pun
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Bonnie Hei Man Liu
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Xi Long
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Hoi Wing Leung
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Geoffrey Ho Duen Leung
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Quinlan T. Mewborne
- Department of Neuroscience, Mayo Clinic Florida, Jacksonville, FL, United States
| | - Junli Gao
- Department of Neuroscience, Mayo Clinic Florida, Jacksonville, FL, United States
| | - Anastasia Shneyderman
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Ivan V. Ozerov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Ju Wang
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Feng Ren
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Alexander Aliper
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
| | - Evelyne Bischof
- College of Clinical Medicine, Shanghai University of Medicine and Health Sciences, Shanghai, China
- International Center for Multimorbidity and Complexity in Medicine (ICMC), Universität Zürich, Zurich, Switzerland
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, United States
| | - Xiaoming Guan
- 4B Technologies Limited, Suzhou BioBay, Suzhou, China
| | - Ke Zhang
- Department of Neuroscience, Mayo Clinic Florida, Jacksonville, FL, United States
- Neuroscience Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Jacksonville, FL, United States
| | - Bai Lu
- School of Pharmaceutical Sciences, IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, China
| | - Jeffrey D. Rothstein
- Brain Science Institute, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Merit E. Cudkowicz
- Healey & AMG Center for ALS, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
- *Correspondence: Merit E. Cudkowicz,
| | - Alex Zhavoronkov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, Hong Kong, Hong Kong SAR, China
- Buck Institute for Research on Aging, Novato, CA, United States
- Alex Zhavoronkov,
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20
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Rosenberg A, Pearson AT, Agrawal N, Juloori A, Seiwert TY, Gooi Z, Blair EA, Izumchenko E, Chin J, Ginat D, Lingen M, Haraf DJ, Vokes EE. Nivolumab-based induction chemoimmunotherapy and PD-L1 expression in locoregionally advanced HPV-associated oropharyngeal squamous cell carcinoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.6075] [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: 11/20/2022] Open
Abstract
6075 Background: Blockade of the PD-1/PD-L1 immune checkpoint improves survival in recurrent/metastatic head and neck cancer. PD-L1 expression is a biomarker that enriches for clinical benefit with anti-PD-1 therapy alone or in combination with chemotherapy in this setting. The role of PD-L1 expression as a predictive biomarker in locoregional human papillomavirus associated (HPV+) head and neck cancer (HNC) treated with induction nivolumab-based chemoimmunotherapy is unknown. We evaluate PD-L1 expression and response to induction chemoimmunotherapy in the context of an investigator initiated trial, OPTIMA II. Methods: Patients with locoregionally advanced HPV+ HNC were enrolled to the prospective OPTIMA II study evaluating induction chemoimmunotherapy followed by response adaptive de-escalated locoregional therapy. Induction therapy consisted of nivolumab, nab-paclitaxel, and carboplatin, for three cycles. Anatomic imaging of the head and neck with either CT or MRI was obtained at baseline and following induction therapy. Expression of PD-L1 was assessed by immunohistochemistry on baseline biopsies and calculation of tumor proportion score (TPS) and combined positive score (CPS) was performed. Response is defined as percentage of tumor shrinkage per RECIST 1.1 criteria. Deep response rate is defined as the proportion of patients with > = 50% tumor shrinkage. Kruskal-Wallis and Mann-Whitney tests were used for analysis. Results: Twenty-nine patients (pts) underwent evaluation of PD-L1 expression and started treatment with induction chemoimmunotherapy. Median age 61 (range 37-81), smoker > 20 pack years in 24%, tonsil primary in 79%, and HPV16 subtype in 97%. The median response following induction was 63% (range 29% to 100%). PD-L1 TPS scores were < 1, 1-19, and > = 20 in 28%, 34%, and 38% respectively. PD-L1 CPS scores were < 20 and > = 20 in 55% and 45% respectively. Median response among PD-L1 TPS of < 1, 1-19, and > = 20 was 49%, 59%, and 66% respectively (p = 0.16). Among PD-L1 CPS of < 20 and > = 20, median response was 57% and 69% respectively (p = 0.11). The deep response rate among PD-L1 CPS < 20 and > = 20 was 69% and 77% respectively. Conclusions: Deep responses were observed following induction chemoimmunotherapy in locoregionally advanced HPV+ HNC. There was a non-significant increase in median response and deep response rate with higher expression of PD-L1. Evaluation of PD-L1 expression as a biomarker for response with induction chemoimmunotherapy is worthy of further investigation in locoregional HPV+ disease. Clinical trial information: NCT03107182.
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Affiliation(s)
- Ari Rosenberg
- University of Chicago, Department of Medicine, Chicago, IL
| | | | | | | | | | | | | | | | | | | | - Mark Lingen
- The University of Chicago Medicine and Biological Sciences, Chicago, IL
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21
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Nair V, Auger S, Kochanny S, Howard FM, Ginat D, Pasternak-Wise O, Juloori A, Koshy M, Izumchenko E, Agrawal N, Rosenberg A, Vokes EE, Skandari MR, Pearson AT. Development and Validation of a Decision Analytical Model for Posttreatment Surveillance for Patients With Oropharyngeal Carcinoma. JAMA Netw Open 2022; 5:e227240. [PMID: 35416988 PMCID: PMC9008506 DOI: 10.1001/jamanetworkopen.2022.7240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Clinical practice regarding posttreatment radiologic surveillance for patients with oropharyngeal carcinoma (OPC) is neither adapted to individual patient risk nor fully evidence based. OBJECTIVES To construct a microsimulation model for posttreatment OPC progression and use it to optimize surveillance strategies while accounting for both tumor stage and human papillomavirus (HPV) status. DESIGN, SETTING, AND PARTICIPANTS In this decision analytical modeling study, a Markov model of 3-year posttreatment patient trajectories was created. The training data source was the American College of Surgeon's National Cancer Database from 2010 to 2015. The external validation data set was the 2016 International Collaboration on Oropharyngeal Cancer Network for Staging (ICON-S) study. Training data comprised 2159 patients with OPC treated with primary radiotherapy who had known HPV status and disease staging information. Patients with American Joint Committee on Cancer, 7th edition stage III to IVB disease and those with clinical metastases during the time of primary treatment were included. Data were analyzed from August 1 to October 31, 2020. MAIN OUTCOMES AND MEASURES Main outcomes included disease stage and HPV status, specific disease transition probabilities, and latency of surveillance regimens, defined as time between recurrence incidence and disease discovery. RESULTS Training data consisted of 2159 total patients (1708 men [79.1%]; median age, 59.6 years [range, 40-90 years]; 401 with stage III disease, 1415 with stage IVA disease, and 343 with stage IVB disease). Cohorts predominantly had HPV-negative disease (1606 [74.4%]). With model-optimized regimens, recurrent disease was discovered a mean of 0.6 months (95% CI, 0.5-0.8 months) earlier than with a standard surveillance regimen based on current clinical guidelines. Recurrent disease was discovered using the optimized regimens without significant reduction in sensitivity. Compared with strategies based on reimbursement guidelines, the model-optimized regimens found disease a mean of 1.8 months (95% CI, 1.3-2.3 months) earlier. CONCLUSIONS AND RELEVANCE Optimized, risk-stratified surveillance regimens consistently outperformed nonoptimized strategies. These gains were obtained without requiring any additional imaging studies. This approach to risk-stratified surveillance optimization is generalizable to a broad range of tumor types and risk factors.
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Affiliation(s)
- Vivek Nair
- University of Chicago Pritzker School of Medicine, Chicago, Illinois
| | - Samuel Auger
- Department of Surgery, University of Chicago, Chicago, Illinois
| | - Sara Kochanny
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, Illinois
| | - Frederick M. Howard
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, Illinois
| | - Daniel Ginat
- Department of Radiology, University of Chicago, Chicago, Illinois
| | | | - Aditya Juloori
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, Illinois
| | - Matthew Koshy
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, Illinois
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, Illinois
| | - Nishant Agrawal
- Department of Surgery, University of Chicago, Chicago, Illinois
| | - Ari Rosenberg
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, Illinois
| | - Everett E. Vokes
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, Illinois
| | - M. Reza Skandari
- Centre for Health Economics and Policy Innovation, Imperial College Business School, Imperial College London, London, United Kingdom
| | - Alexander T. Pearson
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, Illinois
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22
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Pun FW, Leung GHD, Leung HW, Liu BHM, Long X, Ozerov IV, Wang J, Ren F, Aliper A, Izumchenko E, Moskalev A, de Magalhães JP, Zhavoronkov A. Hallmarks of aging-based dual-purpose disease and age-associated targets predicted using PandaOmics AI-powered discovery engine. Aging (Albany NY) 2022; 14:2475-2506. [PMID: 35347083 PMCID: PMC9004567 DOI: 10.18632/aging.203960] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [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: 01/21/2022] [Accepted: 03/06/2022] [Indexed: 11/25/2022]
Abstract
Aging biology is a promising and burgeoning research area that can yield dual-purpose pathways and protein targets that may impact multiple diseases, while retarding or possibly even reversing age-associated processes. One widely used approach to classify a multiplicity of mechanisms driving the aging process is the hallmarks of aging. In addition to the classic nine hallmarks of aging, processes such as extracellular matrix stiffness, chronic inflammation and activation of retrotransposons are also often considered, given their strong association with aging. In this study, we used a variety of target identification and prioritization techniques offered by the AI-powered PandaOmics platform, to propose a list of promising novel aging-associated targets that may be used for drug discovery. We also propose a list of more classical targets that may be used for drug repurposing within each hallmark of aging. Most of the top targets generated by this comprehensive analysis play a role in inflammation and extracellular matrix stiffness, highlighting the relevance of these processes as therapeutic targets in aging and age-related diseases. Overall, our study reveals both high confidence and novel targets associated with multiple hallmarks of aging and demonstrates application of the PandaOmics platform to target discovery across multiple disease areas.
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Affiliation(s)
- Frank W Pun
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Geoffrey Ho Duen Leung
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Hoi Wing Leung
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Bonnie Hei Man Liu
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Xi Long
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Ivan V Ozerov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Ju Wang
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Feng Ren
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Alexander Aliper
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL 60637, USA
| | - Alexey Moskalev
- School of Systems Biology, George Mason University (GMU), Fairfax, VA 22030, USA
| | - João Pedro de Magalhães
- Integrative Genomics of Ageing Group, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool L7 8TX, UK
| | - Alex Zhavoronkov
- Insilico Medicine Hong Kong Ltd., Hong Kong Science and Technology Park, New Territories, Hong Kong, China.,Buck Institute for Research on Aging, Novato, CA 94945, USA
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23
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Uddin S, Singh A, Mishra V, Agrawal N, Gooi Z, Izumchenko E. Molecular drivers of oral cavity squamous cell carcinoma in non-smoking and non-drinking patients: what do we know so far? Oncol Rev 2022; 16:549. [PMID: 35340886 PMCID: PMC8941340 DOI: 10.4081/oncol.2022.549] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 11/09/2021] [Indexed: 11/23/2022] Open
Abstract
Oral cavity squamous cell carcinoma (OCSCC) is one of the most common head and neck cancers worldwide. It is well known that risk factors for OCSCC include tobacco and excess alcohol consumption. However, in recent years, OCSCC incidence has been increasing in patients without these traditional risk factors. The cause of this increase is unclear and various genetic, environmental, and infectious factors have been hypothesized to play a role. Additionally, there are expert opinions that oral cancer in non-smoking, non-drinking (NSND) patients have a distinct phenotype resulting in more aggressive disease presentation and poorer prognosis. In this review, we summarize the current state of knowledge for oral cavity cancer in patients without traditional risk factors.
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Affiliation(s)
| | - Alka Singh
- Department of Medicine, Section of Hematology and Oncology
| | - Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, USA
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24
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Ghantous Y, Omar M, Broner EC, Agrawal N, Pearson AT, Rosenberg AJ, Mishra V, Singh A, Abu El-naaj I, Savage PA, Sidransky D, Marchionni L, Izumchenko E. A robust and interpretable gene signature for predicting the lymph node status of primary T1/T2 oral cavity squamous cell carcinoma. Int J Cancer 2022; 150:450-460. [PMID: 34569064 PMCID: PMC8760163 DOI: 10.1002/ijc.33828] [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: 06/29/2021] [Revised: 08/31/2021] [Accepted: 09/21/2021] [Indexed: 02/03/2023]
Abstract
Oral cavity squamous cell carcinoma (OSCC) affects more than 30 000 individuals in the United States annually, with smoking and alcohol consumption being the main risk factors. Management of early-stage tumors usually includes surgical resection followed by postoperative radiotherapy in certain cases. The cervical lymph nodes (LNs) are the most common site for local metastasis, and elective neck dissection is usually performed if the primary tumor thickness is greater than 3.5 mm. However, postoperative histological examination often reveals that many patients with early-stage disease are negative for neck nodal metastasis, posing a pressing need for improved risk stratification to either avoid overtreatment or prevent the disease progression. To this end, we aimed to identify a primary tumor gene signature that can accurately predict cervical LN metastasis in patients with early-stage OSCC. Using gene expression profiles from 189 samples, we trained K-top scoring pairs models and identified six gene pairs that can distinguish primary tumors with nodal metastasis from those without metastasis. The signature was further validated on an independent cohort of 35 patients using real-time polymerase chain reaction (PCR) in which it achieved an area under the receiver operating characteristic (ROC) curve and accuracy of 90% and 91%, respectively. These results indicate that such signature holds promise as a quick and cost effective method for detecting patients at high risk of developing cervical LN metastasis, and may be potentially used to guide the neck treatment regimen in early-stage OSCC.
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Affiliation(s)
- Yasmin Ghantous
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA.4 Department of Medicine, University of Chicago, Chicago, IL, USA.,Department of Oral and Maxillofacial Surgery, Baruch Padeh Medical Center, Faculty of Medicine, Bar Ilan University, Israel
| | - Mohamed Omar
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Esther Channah Broner
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA.4 Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Nishant Agrawal
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Alexander T. Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Ari J. Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alka Singh
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Imad Abu El-naaj
- Department of Oral and Maxillofacial Surgery, Baruch Padeh Medical Center, Faculty of Medicine, Bar Ilan University, Israel
| | - Peter A. Savage
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - David Sidransky
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA.4 Department of Medicine, University of Chicago, Chicago, IL, USA.,Corresponding Authors: Evgeny Izumchenko, Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA. , Luigi Marchionni, Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA. , and David Sidransky, Departments of Otolaryngology and Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Luigi Marchionni
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA.,Corresponding Authors: Evgeny Izumchenko, Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA. , Luigi Marchionni, Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA. , and David Sidransky, Departments of Otolaryngology and Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.,Corresponding Authors: Evgeny Izumchenko, Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA. , Luigi Marchionni, Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA. , and David Sidransky, Departments of Otolaryngology and Oncology, Johns Hopkins University, Baltimore, MD, USA
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Mishra V, Singh A, Chen X, Rosenberg AJ, Pearson AT, Zhavoronkov A, Savage PA, Lingen MW, Agrawal N, Izumchenko E. Application of liquid biopsy as multi-functional biomarkers in head and neck cancer. Br J Cancer 2022; 126:361-370. [PMID: 34876674 PMCID: PMC8810877 DOI: 10.1038/s41416-021-01626-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 10/25/2021] [Accepted: 11/01/2021] [Indexed: 02/06/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a molecularly heterogeneous disease, with a 5-year survival rate that still hovers at ~60% despite recent advancements. The advanced stage upon diagnosis, limited success with effective targeted therapy and lack of reliable biomarkers are among the key factors underlying the marginally improved survival rates over the decades. Prevention, early detection and biomarker-driven treatment adaptation are crucial for timely interventions and improved clinical outcomes. Liquid biopsy, analysis of tumour-specific biomarkers circulating in bodily fluids, is a rapidly evolving field that may play a striking role in optimising patient care. In recent years, significant progress has been made towards advancing liquid biopsies for non-invasive early cancer detection, prognosis, treatment adaptation, monitoring of residual disease and surveillance of recurrence. While these emerging technologies have immense potential to improve patient survival, numerous methodological and biological limitations must be overcome before their implementation into clinical practice. This review outlines the current state of knowledge on various types of liquid biopsies in HNSCC, and their potential applications for diagnosis, prognosis, grading treatment response and post-treatment surveillance. It also discusses challenges associated with the clinical applicability of liquid biopsies and prospects of the optimised approaches in the management of HNSCC.
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Affiliation(s)
- Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alka Singh
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Xiangying Chen
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | | | - Peter A Savage
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Mark W Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA.
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
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26
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Rosenberg AJ, Izumchenko E, Pearson A, Gooi Z, Blair E, Karrison T, Juloori A, Ginat D, Cipriani N, Lingen M, Sloane H, Edelstein DL, Keyser K, Fredebohm J, Holtrup F, Jones FS, Haraf D, Agrawal N, Vokes EE. Prospective study evaluating dynamic changes of cell-free HPV DNA in locoregional viral-associated oropharyngeal cancer treated with induction chemotherapy and response-adaptive treatment. BMC Cancer 2022; 22:17. [PMID: 34980038 PMCID: PMC8722316 DOI: 10.1186/s12885-021-09146-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 11/27/2021] [Accepted: 12/23/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Human papillomavirus (HPV)-associated oropharyngeal cancer (OPC) has a favorable prognosis which has led to efforts to de-intensify treatment. Response-adaptive de-escalated treatment is promising, however improved biomarkers are needed. Quantitative cell-free HPV-DNA (cfHPV-DNA) in plasma represents an attractive non-invasive biomarker for grading treatment response and post-treatment surveillance. This prospective study evaluates dynamic changes in cfHPV-DNA during induction therapy, definitive (chemo)radiotherapy, and post-treatment surveillance in the context of risk and response-adaptive treatment for HPV + OPC. METHODS Patients with locoregional HPV + OPC are stratified into two cohorts: High risk (HR) (T4, N3, [Formula: see text] 20 pack-year smoking history (PYH), or non-HPV16 subtype); Low risk (LR) (all other patients). All patients receive induction chemotherapy with three cycles of carboplatin and paclitaxel. LR with ≥ 50% response receive treatment on the single-modality arm (minimally-invasive surgery or radiation alone to 50 Gy). HR with ≥ 50% response or LR with ≥ 30% and < 50% response receive treatment on the intermediate de-escalation arm (chemoradiation to 50 Gy with cisplatin). All other patients receive treatment on the regular dose arm with chemoradiation to 70 Gy with concurrent cisplatin. Plasma cfHPV-DNA is assessed during induction, (chemo)radiation, and post-treatment surveillance. The primary endpoint is correlation of quantitative cfHPV-DNA with radiographic response. DISCUSSION A de-escalation treatment paradigm that reduces toxicity without compromising survival outcomes is urgently needed for HPV + OPC. Response to induction chemotherapy is predictive and prognostic and can select candidates for de-escalated definitive therapy. Assessment of quantitative cfHPV-DNA in the context of response-adaptive treatment of represents a promising reliable and convenient biomarker-driven strategy to guide personalized treatment in HPV + OPC. TRIAL REGISTRATION This trial is registered with ClinicalTrials.gov on October 1st, 2020 with Identifier: NCT04572100 .
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Affiliation(s)
- Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alexander Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Zhen Gooi
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Elizabeth Blair
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Theodore Karrison
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
| | - Aditya Juloori
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Daniel Ginat
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - Nicole Cipriani
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Mark Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | | | | | | | | | | | | | - Daniel Haraf
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Nishant Agrawal
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Everett E Vokes
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
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Rouhani SJ, Trujillo JA, Pyzer AR, Yu J, Fessler J, Cabanov A, Higgs EF, Cron KR, Zha Y, Lu Y, Bloodworth JC, Abasiyanik MF, Okrah S, Flood BA, Hatogai K, Leung MY, Pezeshk A, Kozloff L, Reschke R, Strohbehn GW, Chervin CS, Kumar M, Schrantz S, Madariaga ML, Beavis KG, Yeo KTJ, Sweis RF, Segal J, Tay S, Izumchenko E, Mueller J, Chen LS, Gajewski TF. Severe COVID-19 infection is associated with aberrant cytokine production by infected lung epithelial cells rather than by systemic immune dysfunction. Res Sq 2021:rs.3.rs-1083825. [PMID: 34845442 PMCID: PMC8629200 DOI: 10.21203/rs.3.rs-1083825/v1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The mechanisms explaining progression to severe COVID-19 remain poorly understood. It has been proposed that immune system dysregulation/over-stimulation may be implicated, but it is not clear how such processes would lead to respiratory failure. We performed comprehensive multiparameter immune monitoring in a tightly controlled cohort of 128 COVID-19 patients, and used the ratio of oxygen saturation to fraction of inspired oxygen (SpO2 / FiO2) as a physiologic measure of disease severity. Machine learning algorithms integrating 139 parameters identified IL-6 and CCL2 as two factors predictive of severe disease, consistent with the therapeutic benefit observed with anti-IL6-R antibody treatment. However, transcripts encoding these cytokines were not detected among circulating immune cells. Rather, in situ analysis of lung specimens using RNAscope and immunofluorescent staining revealed that elevated IL-6 and CCL2 were dominantly produced by infected lung type II pneumocytes. Severe disease was not associated with higher viral load, deficient antibody responses, or dysfunctional T cell responses. These results refine our understanding of severe COVID-19 pathophysiology, indicating that aberrant cytokine production by infected lung epithelial cells is a major driver of immunopathology. We propose that these factors cause local immune regulation towards the benefit of the virus.
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Affiliation(s)
- Sherin J Rouhani
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Jonathan A Trujillo
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Athalia R Pyzer
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Jovian Yu
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Jessica Fessler
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Alexandra Cabanov
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Emily F Higgs
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Kyle R Cron
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Yuanyuan Zha
- The Human Immunological Monitoring Facility, University of Chicago, Chicago, IL 60637
| | - Yihao Lu
- Department of Public Health Sciences, The University of Chicago, Chicago, IL 60637
| | - Jeffrey C Bloodworth
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | | | - Susan Okrah
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | - Blake A Flood
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Ken Hatogai
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Michael Yk Leung
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Apameh Pezeshk
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Lara Kozloff
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Robin Reschke
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Garth W Strohbehn
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Carolina Soto Chervin
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Madan Kumar
- Department of Pediatrics, Section of Infectious Diseases, University of Chicago
| | - Stephen Schrantz
- Department of Medicine, Section of Infectious Diseases, University of Chicago
| | | | - Kathleen G Beavis
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Kiang-Teck J Yeo
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Randy F Sweis
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Jeremy Segal
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Savaş Tay
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL
| | - Jeffrey Mueller
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
| | - Lin S Chen
- Department of Public Health Sciences, The University of Chicago, Chicago, IL 60637
| | - Thomas F Gajewski
- Department of Pathology, University of Chicago, 5841 S. Maryland Ave, MC2115, Chicago, IL
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Rosenberg AJ, Agrawal N, Pearson A, Gooi Z, Blair E, Cursio J, Juloori A, Ginat D, Howard A, Chin J, Kochanny S, Foster C, Cipriani N, Lingen M, Izumchenko E, Seiwert TY, Haraf D, Vokes EE. Risk and response adapted de-intensified treatment for HPV-associated oropharyngeal cancer: Optima paradigm expanded experience. Oral Oncol 2021; 122:105566. [PMID: 34662771 DOI: 10.1016/j.oraloncology.2021.105566] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 09/28/2021] [Accepted: 10/04/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND Favorable prognosis for Human papillomavirus-associated (HPV+) oropharyngeal cancer (OPC) led to investigation of response-adaptive de-escalation, yet long-term outcomes are unknown. We present expanded experience and follow-up of risk/response adaptive treatment de-intensification in HPV+ OPC. METHODS A phase 2 trial (OPTIMA) and subsequent cohort of sequential off-protocol patients treated from September 2014 to November 2018 at the University of Chicago were reviewed. Eligible patients had T3-T4 or N2-3 (AJCC 7th edition) HPV+ OPC. Patients were stratified by risk: High-risk (HR) (T4, ≥N2c, or >10PYH), all others low-risk (LR). Induction chemotherapy (IC) included 3 cycles of carboplatin and nab-paclitaxel (OPTIMA) or paclitaxel (off-protocol). LR with ≥50% response received low-dose radiotherapy (RT) alone to 50 Gy (RT50). LR with 30-50% response and HR with ≥50% response received intermediate-dose chemoradiotherapy (CRT) to 45 Gy (CRT45). All others received full-dose CRT to 75 Gy (CRT75). RESULTS 91 patients consented and 90 patients were treated, of which 31% had >10PYH, 34% had T3/4 disease, and 94% had N2b/N2c/N3 disease. 49% were LR and 51% were HR. Overall response rate to induction was 88%. De-escalated treatment was administered to 83%. Median follow-up was 4.2 years. Five-year OS, PFS, LRC, and DC were 90% (95% CI 81,95), 90% (95% CI 80,95), 96% (95% CI 90,99), and 96% (88,99) respectively. G-tube placement rates in RT50, CRT45, and CRT75 were 3%, 33%, and 80% respectively (p < 0.05). CONCLUSION Risk/response adaptive de-escalated treatment for an inclusive cohort of HPV+ OPC demonstrates excellent survival with reduced toxicity with long-term follow-up.
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Affiliation(s)
- Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
| | - Nishant Agrawal
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Alexander Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Zhen Gooi
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Elizabeth Blair
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - John Cursio
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
| | - Aditya Juloori
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Daniel Ginat
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - Adam Howard
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA
| | - Jeffrey Chin
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Sara Kochanny
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Corey Foster
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Nicole Cipriani
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Mark Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Tanguy Y Seiwert
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Daniel Haraf
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Everett E Vokes
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
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29
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Solanki HS, Raja R, Zhavoronkov A, Ozerov IV, Artemov AV, Advani J, Radhakrishnan A, Babu N, Puttamallesh VN, Syed N, Nanjappa V, Subbannayya T, Sahasrabuddhe NA, Patil AH, Prasad TSK, Gaykalova D, Chang X, Sathyendran R, Mathur PP, Rangarajan A, Sidransky D, Pandey A, Izumchenko E, Gowda H, Chatterjee A. Correction: Targeting focal adhesion kinase overcomes erlotinib resistance in smoke induced lung cancer by altering phosphorylation of epidermal growth factor receptor. Oncoscience 2021; 8:108-109. [PMID: 34589558 PMCID: PMC8460121 DOI: 10.18632/oncoscience.546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
- Hitendra S Solanki
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha 751024, India.,These authors contributed equally to the manuscript
| | - Remya Raja
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,These authors contributed equally to the manuscript
| | - Alex Zhavoronkov
- Insilico Medicine, Inc., Emerging Technology Centers, Johns Hopkins University at Eastern, Baltimore, MD 21218, USA
| | - Ivan V Ozerov
- Insilico Medicine, Inc., Emerging Technology Centers, Johns Hopkins University at Eastern, Baltimore, MD 21218, USA
| | - Artem V Artemov
- Insilico Medicine, Inc., Emerging Technology Centers, Johns Hopkins University at Eastern, Baltimore, MD 21218, USA
| | - Jayshree Advani
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,Manipal Academy of Higher Education, Manipal, Karnataka 576104, India
| | | | - Niraj Babu
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,Manipal Academy of Higher Education, Manipal, Karnataka 576104, India
| | - Vinuth N Puttamallesh
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,School of Biotechnology, Amrita University, Kollam 690525, India
| | - Nazia Syed
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India
| | | | | | | | - Arun H Patil
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha 751024, India.,Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore 575018, India
| | - T S Keshava Prasad
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore 575018, India.,NIMHANS-IOB Proteomics and Bioinformatics Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Daria Gaykalova
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Xiaofei Chang
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Rachana Sathyendran
- Department of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore, 560012, India
| | - Premendu Prakash Mathur
- School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha 751024, India
| | - Annapoorni Rangarajan
- Department of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore, 560012, India
| | - David Sidransky
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Akhilesh Pandey
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.,Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Evgeny Izumchenko
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Harsha Gowda
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore 575018, India
| | - Aditi Chatterjee
- Institute of Bioinformatics, International Tech Park, Bangalore 560066, India.,Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore 575018, India
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Chao JL, Korzinkin M, Zhavoronkov A, Ozerov IV, Walker MT, Higgins K, Lingen MW, Izumchenko E, Savage PA. Effector T cell responses unleashed by regulatory T cell ablation exacerbate oral squamous cell carcinoma. Cell Rep Med 2021; 2:100399. [PMID: 34622236 PMCID: PMC8484691 DOI: 10.1016/j.xcrm.2021.100399] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [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: 02/15/2021] [Revised: 07/08/2021] [Accepted: 08/23/2021] [Indexed: 12/16/2022]
Abstract
Immune suppression by CD4+FOXP3+ regulatory T (Treg) cells and tumor infiltration by CD8+ effector T cells represent two major factors impacting response to cancer immunotherapy. Using deconvolution-based transcriptional profiling of human papilloma virus (HPV)-negative oral squamous cell carcinomas (OSCCs) and other solid cancers, we demonstrate that the density of Treg cells does not correlate with that of CD8+ T cells in many tumors, revealing polarized clusters enriched for either CD8+ T cells or CD4+ Treg and conventional T cells. In a mouse model of carcinogen-induced OSCC characterized by CD4+ T cell enrichment, late-stage Treg cell ablation triggers increased densities of both CD4+ and CD8+ effector T cells within oral lesions. Notably, this intervention does not induce tumor regression but instead induces rapid emergence of invasive OSCCs via an effector T cell-dependent process. Thus, induction of a T cell-inflamed phenotype via therapeutic manipulation of Treg cells may trigger unexpected tumor-promoting effects in OSCC.
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Affiliation(s)
- Jaime L. Chao
- Department of Pathology, University of Chicago, Chicago, IL 60637, USA
| | | | | | - Ivan V. Ozerov
- Insilico Medicine Hong Kong, Ltd., Pak Shek Kok, Hong Kong
| | - Matthew T. Walker
- Department of Pathology, University of Chicago, Chicago, IL 60637, USA
| | - Kathleen Higgins
- Department of Pathology, University of Chicago, Chicago, IL 60637, USA
| | - Mark W. Lingen
- Department of Pathology, University of Chicago, Chicago, IL 60637, USA
| | - Evgeny Izumchenko
- Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Peter A. Savage
- Department of Pathology, University of Chicago, Chicago, IL 60637, USA
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31
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Kaur RP, Izumchenko E, Blakaj DM, Mladkova N, Lechner M, Beaumont TL, Floudas CS, Gallia GL, London NR. The genomics and epigenetics of olfactory neuroblastoma: A systematic review. Laryngoscope Investig Otolaryngol 2021; 6:721-728. [PMID: 34401496 PMCID: PMC8356883 DOI: 10.1002/lio2.597] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 05/18/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Olfactory neuroblastoma (ONB) or esthesioneuroblastoma (ENB) is a rare malignancy of the nasal cavity believed to arise from the olfactory epithelium. The goal of this study was to systematically review the genomics, epigenetics, and cytogenetics of ONB and to understand the potential clinical implications of these studies. METHODS A systematic literature review was performed for articles published before May 2020 using Cochrane, Embase, Pubmed, and Scopus databases. Inclusion criteria included genomics, cytogenetics, and epigenetics studies on ONB. Exclusion criteria included studies not in English or systematic reviews. Articles and abstracts were reviewed by two independent reviewers to reduce bias during article selection and synthesis of results. Of the 36 studies included in this review, 24 were research articles and 12 were abstracts. RESULTS Although recurrent mutations among ONB tumors are uncommon, alterations in TP53, DMD, PIK3CA, NF1, CDKN2A, CDKN2C, CTNNB1, EGFR, APC, cKIT, cMET, PDGFRA, CDH1, FH, SMAD4, FGFR3 and IDH2 genes have been reported in several recent studies. In addition, cytogenetic studies revealed that the landscape of chromosomal aberrations varies widely amongst ONB tumors. CONCLUSIONS The rare character of ONB has limited the sample size available for cytogenetic, genomic, and epigenetic studies and contributes to the limitations of this systematic review. Comprehensive genomic and epigenomic studies with larger cohorts are warranted to validate the initial reports summarized in this review and to identify potential therapeutic targets for ONB.
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Affiliation(s)
- Raman Preet Kaur
- Department of Otolaryngology – Head and Neck SurgeryJohns Hopkins UniversityBaltimoreMarylandUSA
| | - Evgeny Izumchenko
- Section of Hematology Oncology, Department of MedicineUniversity of Chicago MedicineChicagoIllinoisUSA
| | - Dukagjin M. Blakaj
- Department of Radiation OncologyThe Ohio State UniversityColumbusOhioUSA
| | - Nikol Mladkova
- Department of Radiation OncologyThe Ohio State UniversityColumbusOhioUSA
| | - Matt Lechner
- Department of Otolaryngology‐Head and Neck SurgeryStanford University School of MedicinePalo AltoCaliforniaUSA
| | - Thomas L. Beaumont
- Department of NeurosurgeryUniversity of California San DiegoSan DiegoCaliforniaUSA
| | - Charalampos S. Floudas
- Genitourinary Malignancies Branch, Center for Cancer ResearchNational Cancer InstituteBethesdaMarylandUSA
| | - Gary L. Gallia
- Department of Otolaryngology – Head and Neck SurgeryJohns Hopkins UniversityBaltimoreMarylandUSA
- Department of NeurosurgeryJohns Hopkins UniversityBaltimoreMarylandUSA
| | - Nyall R. London
- Department of Otolaryngology – Head and Neck SurgeryJohns Hopkins UniversityBaltimoreMarylandUSA
- Department of NeurosurgeryJohns Hopkins UniversityBaltimoreMarylandUSA
- Sinonasal and Skull Base Tumor ProgramNational Institute on Deafness and Other Communication Disorders, NIHBethesdaMarylandUSA
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Broner EC, Trujillo JA, Korzinkin M, Subbannayya T, Agrawal N, Ozerov IV, Zhavoronkov A, Rooper L, Kotlov N, Shen L, Pearson AT, Rosenberg AJ, Savage PA, Mishra V, Chatterjee A, Sidransky D, Izumchenko E. Doublecortin-Like Kinase 1 (DCLK1) Is a Novel NOTCH Pathway Signaling Regulator in Head and Neck Squamous Cell Carcinoma. Front Oncol 2021; 11:677051. [PMID: 34336664 PMCID: PMC8323482 DOI: 10.3389/fonc.2021.677051] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 06/29/2021] [Indexed: 12/30/2022] Open
Abstract
Despite recent advancements, the 5 year survival of head and neck squamous cell carcinoma (HNSCC) hovers at 60%. DCLK1 has been shown to regulate epithelial-to-mesenchymal transition as well as serving as a cancer stem cell marker in colon, pancreatic and renal cancer. Although it was reported that DCLK1 is associated with poor prognosis in oropharyngeal cancers, very little is known about the molecular characterization of DCLK1 in HNSCC. In this study, we performed a comprehensive transcriptome-based computational analysis on hundreds of HNSCC patients from TCGA and GEO databases, and found that DCLK1 expression positively correlates with NOTCH signaling pathway activation. Since NOTCH signaling has a recognized role in HNSCC tumorigenesis, we next performed a series of in vitro experiments in a collection of HNSCC cell lines to investigate the role of DCLK1 in NOTCH pathway regulation. Our analyses revealed that DCLK1 inhibition, using either a pharmacological inhibitor or siRNA, resulted in substantially decreased proliferation, invasion, migration, and colony formation. Furthermore, these effects paralleled downregulation of active NOTCH1, and its downstream effectors, HEY1, HES1 and HES5, whereas overexpression of DCLK1 in normal keratinocytes, lead to an upregulation of NOTCH signaling associated with increased proliferation. Analysis of 233 primary and 40 recurrent HNSCC cancer biopsies revealed that high DCLK1 expression was associated with poor prognosis and showed a trend towards higher active NOTCH1 expression in tumors with elevated DCLK1. Our results demonstrate the novel role of DCLK1 as a regulator of NOTCH signaling network and suggest its potential as a therapeutic target in HNSCC.
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Affiliation(s)
- Esther C. Broner
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, United States
| | - Jonathan A. Trujillo
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, United States
| | | | | | - Nishant Agrawal
- Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, United States
| | - Ivan V. Ozerov
- InSilico Medicine Hong Kong Ltd., Pak Shek Kok, Hong Kong
| | | | - Lisa Rooper
- Department of Pathology, Johns Hopkins University, School of Medicine, Baltimore, MD, United States
| | - Nikita Kotlov
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russia
| | - Le Shen
- Department of Pathology, The University of Chicago Medicine, Chicago, IL, United States
| | - Alexander T. Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, United States
| | - Ari J. Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, United States
| | - Peter A. Savage
- Department of Pathology, The University of Chicago Medicine, Chicago, IL, United States
| | - Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, United States
| | - Aditi Chatterjee
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, United States
- Institute of Bioinformatics, International Technology Park, Bangalore, India
- Manipal Academy of Higher Education, Manipal, India
| | - David Sidransky
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, United States
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, United States
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Naumov V, Putin E, Pushkov S, Kozlova E, Romantsov K, Kalashnikov A, Galkin F, Tihonova N, Shneyderman A, Galkin E, Zinkevich A, Cope SM, Sethuraman R, Oprea TI, Pearson AT, Tay S, Agrawal N, Dubovenko A, Vanhaelen Q, Ozerov I, Aliper A, Izumchenko E, Zhavoronkov A. COVIDomic: A multi-modal cloud-based platform for identification of risk factors associated with COVID-19 severity. PLoS Comput Biol 2021; 17:e1009183. [PMID: 34260589 PMCID: PMC8312936 DOI: 10.1371/journal.pcbi.1009183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 07/26/2021] [Accepted: 06/14/2021] [Indexed: 01/08/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is an acute infection of the respiratory tract that emerged in December 2019 in Wuhan, China. It was quickly established that both the symptoms and the disease severity may vary from one case to another and several strains of SARS-CoV-2 have been identified. To gain a better understanding of the wide variety of SARS-CoV-2 strains and their associated symptoms, thousands of SARS-CoV-2 genomes have been sequenced in dozens of countries. In this article, we introduce COVIDomic, a multi-omics online platform designed to facilitate the analysis and interpretation of the large amount of health data collected from patients with COVID-19. The COVIDomic platform provides a comprehensive set of bioinformatic tools for the multi-modal metatranscriptomic data analysis of COVID-19 patients to determine the origin of the coronavirus strain and the expected severity of the disease. An integrative analytical workflow, which includes microbial pathogens community analysis, COVID-19 genetic epidemiology and patient stratification, allows to analyze the presence of the most common microbial organisms, their antibiotic resistance, the severity of the infection and the set of the most probable geographical locations from which the studied strain could have originated. The online platform integrates a user friendly interface which allows easy visualization of the results. We envision this tool will not only have immediate implications for management of the ongoing COVID-19 pandemic, but will also improve our readiness to respond to other infectious outbreaks.
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Affiliation(s)
- Vladimir Naumov
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Evgeny Putin
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Stefan Pushkov
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Ekaterina Kozlova
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | | | | | - Fedor Galkin
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Nina Tihonova
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
- School of Biology, Lomonosov Moscow State University, Moscow, Russia
| | | | - Egor Galkin
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Arsenii Zinkevich
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Stephanie M. Cope
- Intel Corporation, Santa Clara, California, United States of America
| | | | - Tudor I. Oprea
- Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, New Mexico, United States of America
- University of New Mexico Comprehensive Cancer Center, Albuquerque, New Mexico, United States of America
- Autophagy Inflammation and Metabolism Center of Biomedical Research Excellence, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States of America
- Department of Rheumatology and Inflammation Research, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Faculty of Health and Medical Sciences, Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen, Denmark
| | - Alexander T. Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, Ilinois, United States of America
| | - Savas Tay
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, Ilinois, United States of America
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, Ilinois, United States of America
| | - Alexey Dubovenko
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Quentin Vanhaelen
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Ivan Ozerov
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Alex Aliper
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, Ilinois, United States of America
| | - Alex Zhavoronkov
- Insilico Medicine Hong Kong Ltd, Pak Shek Kok, New Territories, Hong Kong
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Abasiyanik MF, Flood B, Lin J, Ozcan S, Rouhani SJ, Pyzer A, Trujillo J, Zhen C, Wu P, Jumic S, Wang A, Gajewski TF, Wang P, Hartley M, Ameti B, Niemiec R, Fernando M, Mishra V, Savage P, Aydogan B, Bethel C, Matushek S, Beavis KG, Agrawal N, Segal J, Tay S, Izumchenko E. Sensitive detection and quantification of SARS-CoV-2 in saliva. Sci Rep 2021; 11:12425. [PMID: 34127708 PMCID: PMC8203799 DOI: 10.1038/s41598-021-91835-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/31/2021] [Indexed: 01/12/2023] Open
Abstract
Saliva has significant advantages as a test medium for detection of SARS-CoV-2 infection in patients, such as ease of collection, minimal requirement of supplies and trained personnel, and safety. Comprehensive validation in a large cohort of prospectively collected specimens with unknown SARS-CoV-2 status should be performed to evaluate the potential and limitations of saliva-based testing. We developed a saliva-based testing pipeline for detection of SARS-CoV-2 nucleic acids using real-time reverse transcription PCR (RT-PCR) and droplet digital PCR (ddPCR) readouts, and measured samples from 137 outpatients tested at a curbside testing facility and 29 inpatients hospitalized for COVID-19. These measurements were compared to the nasal swab results for each patient performed by a certified microbiology laboratory. We found that our saliva testing positively detects 100% (RT-PCR) and 93.75% (ddPCR) of curbside patients that were identified as SARS-CoV-2 positive by the Emergency Use Authorization (EUA) certified nasal swab testing assay. Quantification of viral loads by ddPCR revealed an extremely wide range, with 1 million-fold difference between individual patients. Our results demonstrate for both community screening and hospital settings that saliva testing reliability is on par with that of the nasal swabs in detecting infected cases, and has potential for higher sensitivity when combined with ddPCR in detecting low-abundance viral loads that evade traditional testing methods.
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Affiliation(s)
| | - Blake Flood
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Jing Lin
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | - Sefika Ozcan
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | - Sherin J Rouhani
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Athalia Pyzer
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Jonathan Trujillo
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Chaojie Zhen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Ping Wu
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Stephen Jumic
- Section of Hospital Medicine, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Andrew Wang
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA
| | | | - Peng Wang
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Madeline Hartley
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Bekim Ameti
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Rachael Niemiec
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Marian Fernando
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Vasudha Mishra
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA
| | - Peter Savage
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Bulent Aydogan
- Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Cindy Bethel
- Microbiology Laboratory, University of Chicago Medicine, Chicago, IL, USA
| | - Scott Matushek
- Microbiology Laboratory, University of Chicago Medicine, Chicago, IL, USA
| | | | - Nishant Agrawal
- Section of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Jeremy Segal
- Department of Pathology, University of Chicago, Chicago, IL, USA.
| | - Savaş Tay
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA.
| | - Evgeny Izumchenko
- Section of Hematology and Oncology, Pritzker School of Medicine, University of Chicago, Chicago, IL, USA.
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Rosenberg AJ, Izumchenko E. Neoantigen evolution in head and neck cancer progression: where do we go from here? Oncotarget 2021; 12:1124-1125. [PMID: 34136081 PMCID: PMC8202774 DOI: 10.18632/oncotarget.27942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Indexed: 11/25/2022] Open
Affiliation(s)
- Ari Joseph Rosenberg
- Correspondence to:Ari Joseph Rosenberg, Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL 60637, USA email
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Rosenberg A, Agrawal N, Pearson AT, Seiwert TY, Gooi Z, Blair EA, Ginat D, Howard A, Chin J, Kochanny S, Izumchenko E, Juloori A, Haraf DJ, Vokes EE. Nivolumab, nabpaclitaxel, and carboplatin followed by risk/response adaptive de-escalated locoregional therapy for HPV-associated oropharyngeal cancer: OPTIMA II trial. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.6011] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6011 Background: Despite the success of anti-PD-1 in recurrent/metastatic head and neck cancer, incorporation in the curative setting with induction therapy has yet to be investigated. Favorable prognosis of human papillomavirus associated (HPV+) oropharyngeal cancer (OPC) has led to interest in treatment de-escalation. OPTIMA 2 evaluated nivolumab (nivo) with nab-paclitaxel and carboplatin followed by risk/response adaptive de-intensified treatment for locoregionally advanced HPV+ OPC. We report the primary analysis and outcomes. Methods: OPTIMA 2 enrolled locoregionally advanced HPV+ OPC. Nivo, nab-paclitaxel, and carboplatin were administered for 3 cycles. High-risk (HR) included any of the following: T4, N2c-N3 (AJCC 7th edition), > 20 pack year smoking history, non-HPV16 subtype; All others were low-risk (LR). Arm A included LR with ≥50% post-induction shrinkage by RECIST received single-modality de-escalation with low-dose radiation (RT) alone (50 Gy) or transoral robotic surgery (TORS). Arm B included HR with ≥50% shrinkage or LR with <50% received intermediate-dose chemoradiation (CRT) to 45-50Gy. Arm C included all others and received regular dose CRT to 70-75Gy. Adjuvant nivo was administered for 6 months. The primary endpoint was deep response rate (DRR) ≥50% shrinkage to induction therapy. Results: From September 2017 until March 2020, 73 patients (pts) were eligible and started treatment. One pt died during induction. The DRR following induction was 70.8% (95% CI 60.3%, 81.3%). Median follow-up 23.1 months. Median age 61 (range 39-85), T4 12.3%, N2c/N3 19.2%, LR 47.9%, and HR 52.1%. De-escalated treatment was administered in 84.9%. Arm A N = 28, Arm B N = 34, and Arm C N = 10. 2-year progression free survival (PFS) for full cohort was 90.4% (95% CI = 79.3%, 95.7%). 2-year PFS for Arms A, B, and C were 96.3%, 85.8%, and 100.0% respectively. 2-year overall survival (OS) for full cohort was 93.3% (95% CI = 82.4%, 97.5%). 2-year OS for Arm A, B, and C were 96.0%, 91.9%, and 100.0% respectively. Among TORS (N = 9), pathologic complete response (pCR) rate was 66.7%. G-tube rates in Arms A, B, and C were 7.1%, 44.1%, and 75.0% respectively (p = 0.0001). Grade 4 toxicity in arms A, B, and C, were observed in 7.1%, 8.8%, and 10.0% of pts respectively. There were 3 local failures and no distant failures. Conclusions: Nivo/nab-paclitaxel/carboplatin followed by risk/response adaptive de-escalated treatment in locoregionally advanced HPV+ OPC demonstrates excellent survival outcomes with reduced toxicity and enteral feeding rates, including high risk disease. Induction chemoimmunotherapy demonstrates a high rate of deep clinical response and represents a promising de-escalation approach that incorporates anti-PD1 in the definitive setting. High pCR rate was observed following nivo/nab-paclitaxel/carboplatin. Clinical trial information: NCT03107182.
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Affiliation(s)
| | | | - Alexander T. Pearson
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL
| | | | | | | | | | - Adam Howard
- University of Chicago Medical Center, Chicago, IL
| | | | - Sara Kochanny
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL
| | | | - Aditya Juloori
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
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Nair V, Auger S, Kochanny S, Howard F, Ginat D, Pasternak-Wise O, Juloori A, Izumchenko E, Agrawal N, Rosenberg A, Vokes EE, Skandari R, Pearson AT. Mathematical predication models to optimize post-treatment surveillance in HPV-associated oropharyngeal cancer. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.6027] [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: 11/20/2022] Open
Abstract
6027 Background: In this study we develop post-treatment imaging surveillance schedules for locally advanced oropharyngeal carcinoma (OPC) specific to the unique recurrence patterns of tumor stage and HPV status, using mathematical models. Current post-treatment imaging surveillance recommendations for OPC are not evidence based. The exception is the use of a positron emission tomography (PET) scan at 3 months post-treatment, after which practice across institutions diverge. An optimized and personalized surveillance schedule for OPC patients can minimize costs and diagnostic delays. Methods: A Markov multi-state model defining local and distant recurrences was trained using 2159 patients from the National Cancer Database. Patients from 2010-2015 treated at an academic or major cancer center with curative radiotherapy were included. Tumors must have been stage III to IVB (AJCC 7th edition) with known p16/HPV status. Model performance was then successfully externally validated using the 2016 International Collaboration on Oropharyngeal cancer Network for Staging (ICON-S) study. Optimized radiographic surveillance schedules were created using this model, assuming a PET at month 3 and including 0 to 6 additional computed tomography (CT) scans of the neck and chest. Optimization was done for minimization of latency, defined as time between disease recurrence and radiographic discovery. Results: Model-selected schedules varied significantly from commonly utilized-surveillance schedules (such as imaging every 3 months within the first year from treatment) and showed lower mean diagnostic latency for every stage and HPV status (shown in Table). In the lowest risk cohort (Stage III HPV+), the optimized schedule had a sensitivity of 65% and latency of 3.1 months. In the highest risk group (Stage IVB HPV-), the optimized schedule had a sensitivity of 76% and latency of 1.9 months. Conclusions: Mathematical model optimization for HPV status and stage is feasible and produces non-intuitive results. These results could be used to inform surveillance if payors reimburse for fewer total scans. Across all cohorts, each added CT scan increases surveillance sensitivity and decreases latency. Incorporation of physical exam and direct visualization results into the model are still needed. Future steps include cost effectiveness research and prospective clinical trials.[Table: see text]
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Affiliation(s)
- Vivek Nair
- University of Chicago Pritzker School of Medicine, Chicago, IL
| | - Samuel Auger
- University of Chicago Department of Surgery, Chicago, IL
| | - Sara Kochanny
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL
| | | | | | | | - Aditya Juloori
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL
| | | | | | | | | | - Reza Skandari
- Imperial College Business School, London, United Kingdom
| | - Alexander T. Pearson
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL
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Agrawal N, Izumchenko E, Hodge K, Young S, Melville JC, Shum J, Alsuwied D, Sandulache V, Harris M, Manzi A, Goldberg M. A phase II study of PRV111 nanoengineered cisplatin patch as a neoadjuvant therapy for early-stage oral squamous cell carcinoma (OSCC). J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.6056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6056 Background: OSCC is a devastating disease causing substantial morbidity and mortality. Despite advancements in the conventional therapeutic approaches, surgical resection often leads to permanent disfigurement, while radiotherapies and systemic platinum-based chemotherapy result in significant toxicities, affecting patient wellbeing and quality of life. Thus, development of novel therapeutic approaches is paramount to improve health outcomes and survival of patients with OSCC. Systemic toxicity is often dose limiting, but could be tentatively reduced by locoregional administration. We have developed PRV111, a nanotechnology based patch for local and regional delivery of highly concentrated potent cisplatin, designed to penetrate tumor tissue, reach and enter regional lymph nodes and avoid systemic circulation. Here we present the results of phase 1/2 CLN-001 trial, designed to improve efficacy and reduce toxicity by neoadjuvant treatment with PRV111. Methods: A phase 1/2, single arm, open-label CLN-001 (NCT03502148) study has enrolled 12 patients with confirmed OSCC; unknown nodal involvement, no distant metastasis, and tumor size ≤ 4.0 cm. Three weeks prior to surgery, patients were administered 1 cycle of standalone neoadjuvant PRV111, consisting of up to 4 treatment visits (each visit dose: ≤12mg of cisplatin, each patch loading dose: 2mg of cisplatin). The primary endpoints were safety, efficacy and tumor reduction in ̃ 7 days by greater than 30%. Secondary endpoints included nanoengineered patch consistent and complete adhesion to mucosal surfaces and uniform drug release. Exploratory endpoints included immunogenesis/immunomodulation. Results: PRV111 successfully met all clinical primary endpoints, as well as safety and efficacy objectives. It caused over 70% tumor reduction in ̃7 days with over 87% response rate across 10 subjects. No dose-limiting toxicities, serious adverse event, or systemic toxicities were reported and no locoregional recurrences were evident in 6 months. PRV111 induced ̃15 times increase in tumor infiltrating lymphocytes compared with the initial biopsy. Concentrations of cisplatin found in the tumor and regional lymph nodes were over 300 and 100 times higher respectively as compared with IV cisplatin, with only negligible amount of cisplatin found in the blood. Grade 1 or 2 oral and tongue pain induced by the treatment were the most common adverse events. Furthermore, 97.5% successful patch performance was achieved across 182 patches used in the study. Conclusions: Adding neoadjuvent PRV111 to the care for patients with OSCC may improve the surgical outcome and increase event free survival. Given these encouraging results, future studies are needed to establish the application of this non-invasive platform in head and neck SCC and other epithelial cancers, including anal, colorectal, genitourinary, nasal, and skin. Clinical trial information: NCT03502148.
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Affiliation(s)
| | | | | | | | | | | | - Dhafer Alsuwied
- King Faisal Specialist Hospital and Research Centre, Jeddah, Saudi Arabia
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Sloane H, Izumchenko E, Mattox A, Hasina R, Patel A, Jones F, Quinn H, Keyser K, Fredebohm J, Holtrup F, Pearson AT, Vokes EE, Seiwert TY, Edelstein DL, Rosenberg A, Agrawal N. Ultra-sensitive detection and quantification of HPV DNA in the plasma of patients with oropharyngeal squamous cell carcinoma (OPSCC) enrolled in the OPTIMA 2 treatment de-escalation trial. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.6048] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6048 Background: Human papillomavirus (HPV) infection is a primary factor driving the increasing incidence of OPSCC. As patients with HPV+ OPSCC show significantly improved treatment response and prognosis, there is an urgent need to de-escalate treatment of HPV+ OPSCC that optimizes oncologic control while minimizing treatment-related toxicity. Cell-free HPV DNA (cfHPV-DNA) from plasma specimens represents a promising noninvasive surrogate of disease burden in these patients. To enable cfHPV-DNA analysis as a strategy to monitor response to therapy and guide treatment de-escalation, we developed a highly sensitive assay for HPV16/18 detection and quantification in plasma, based on the SafeSEQ next-generation sequencing (NGS) technology. Methods: Longitudinal plasma samples were collected from patients with locoregional HPV+ OPSCC treated on our institutional de-escalation protocol of induction chemoimmunotherapy followed by risk/response stratified de-escalated locoregional therapy, OPTIMA 2 (NCT03107182). Neck CT or MRI was obtained for all patients at baseline and following induction chemoimmunotherapy; radiographic response to induction therapy was assessed per RECIST 1.1 criteria. cfHPV-DNA was quantified in plasma samples collected at baseline and at the end of induction therapy. Changes in cfHPV-DNA levels were correlated with radiographic response. Results: The SafeSEQ HPV assay demonstrates high analytical sensitivity, with ability to detect a single copy of HPV DNA. Replicate testing of contrived samples containing HPV 16/18 DNA at defined levels revealed robust quantitative detection across a dynamic range over 5 orders of magnitude. The assay showed a low level of background signal ( < 0.04 copies per sample) across 20 healthy donor samples, indicating high specificity. In plasma samples collected at baseline from patients enrolled in OPTIMA 2, cfHPV-DNA was detected at levels ranging from 1 to > 30,000 copies/ml. A high correlation was observed between dynamic changes in patients’ cfHPV-DNA levels and radiographic responses following induction therapy. Furthermore, in samples collected longitudinally during induction therapy, changes in cfHPV-DNA levels accurately tracked radiographic responses to therapy. Conclusions: We have developed a highly sensitive and specific cfHPV-DNA detection assay based on SafeSEQ NGS technology and have successfully applied it to monitor therapeutic response in HPV+ OPSCC patients. The assay exhibits robust quantitative detection of HPV across a broad range of levels, even when only a few copies are present, enabling high-resolution molecular monitoring. Prospective studies are underway to further evaluate the kinetics of cfHPV-DNA as a predictor of response to therapy in order to more precisely guide the management of patients with HPV+ OPSCC.
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Affiliation(s)
| | | | | | | | - Aashay Patel
- Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | | | | | | | - Alexander T. Pearson
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL
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Shanmugam A, Hariharan AK, Hasina R, Nair JR, Katragadda S, Irusappan S, Ravichandran A, Veeramachaneni V, Bettadapura R, Bhati M, Ramaswamy V, Rao VUS, Bagadia RK, Manjunath A, NML M, Solomon MC, Maji S, Bahadur U, Bettegowda C, Papadopoulos N, Lingen MW, Hariharan R, Gupta V, Agrawal N, Izumchenko E. Ultrasensitive detection of tumor-specific mutations in saliva of patients with oral cavity squamous cell carcinoma. Cancer 2021; 127:1576-1589. [PMID: 33405231 PMCID: PMC8084899 DOI: 10.1002/cncr.33393] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [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: 09/19/2020] [Revised: 10/16/2020] [Accepted: 11/11/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Oral cavity squamous cell carcinoma (OCSCC) is the most common head and neck malignancy. Although the survival rate of patients with advanced-stage disease remains approximately 20% to 60%, when detected at an early stage, the survival rate approaches 80%, posing a pressing need for a well validated profiling method to assess patients who have a high risk of developing OCSCC. Tumor DNA detection in saliva may provide a robust biomarker platform that overcomes the limitations of current diagnostic tests. However, there is no routine saliva-based screening method for patients with OCSCC. METHODS The authors designed a custom next-generation sequencing panel with unique molecular identifiers that covers coding regions of 7 frequently mutated genes in OCSCC and applied it on DNA extracted from 121 treatment-naive OCSCC tumors and matched preoperative saliva specimens. RESULTS By using stringent variant-calling criteria, mutations were detected in 106 tumors, consistent with a predicted detection rate ≥88%. Moreover, mutations identified in primary malignancies were also detected in 93% of saliva samples. To ensure that variants are not errors resulting in false-positive calls, a multistep analytical validation of this approach was performed: 1) re-sequencing of 46 saliva samples confirmed 88% of somatic variants; 2) no functionally relevant mutations were detected in saliva samples from 11 healthy individuals without a history of tobacco or alcohol; and 3) using a panel of 7 synthetic loci across 8 sequencing runs, it was confirmed that the platform developed is reproducible and provides sensitivity on par with droplet digital polymerase chain reaction. CONCLUSIONS The current data highlight the feasibility of somatic mutation identification in driver genes in saliva collected at the time of OCSCC diagnosis.
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Affiliation(s)
| | | | - Rifat Hasina
- University of Chicago, Section of Otolaryngology-Head and Neck Surgery, Chicago, USA
| | | | | | | | | | | | | | | | | | - Vishal US Rao
- HealthCare Global (HCG) Cancer Centre, Bangalore, India
| | | | | | - Manjunath NML
- HealthCare Global (HCG) Cancer Centre, Bangalore, India
| | | | | | | | - Chetan Bettegowda
- Ludwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Nickolas Papadopoulos
- Ludwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Mark W. Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | | | | | - Nishant Agrawal
- University of Chicago, Section of Otolaryngology-Head and Neck Surgery, Chicago, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
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41
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Abasiyanik MF, Flood B, Lin J, Ozcan S, Rouhani SJ, Pyzer A, Trujillo J, Zhen C, Wu P, Jumic S, Wang A, Gajewski TF, Wang P, Hartley M, Ameti B, Niemiec R, Fernando M, Aydogan B, Bethel C, Matushek S, Beavis KG, Agrawal N, Segal J, Tay S, Izumchenko E. Sensitive detection and quantification of SARS-CoV-2 in saliva. medRxiv 2020. [PMID: 33330880 DOI: 10.1101/2020.12.04.20241059] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Saliva has significant advantages as a test medium for detection of SARS-CoV-2 infection in patients, such as ease of collection, minimal requirement of supplies and trained personnel, and safety. Comprehensive validation in a large cohort of prospectively collected specimens with unknown SARS-CoV-2 status should be performed to evaluate the potential and limitations of saliva-based testing. We developed a saliva-based testing pipeline for detection of SARS-CoV-2 nucleic acids using real-time reverse transcription PCR (RT-PCR) and droplet digital PCR (ddPCR) readouts, and measured samples from 137 outpatients tested at a curbside testing facility and 29 inpatients hospitalized for COVID-19. These measurements were compared to the nasal swab results for each patient performed by a certified microbiology laboratory. We found that our saliva testing positively detects 100% (RT-PCR) and 93.75% (ddPCR) of curbside patients that were identified as SARS-CoV-2 positive by the Emergency Use Authorization (EUA) certified nasal swab testing assay. Quantification of viral loads by ddPCR revealed an extremely wide range, with 1 million-fold difference between individual patients. Our results demonstrate for both community screening and hospital settings that saliva testing reliability is on par with that of the nasal swabs in detecting infected cases, and has potential for higher sensitivity when combined with ddPCR in detecting low-abundance viral loads that evade traditional testing methods.
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Zhou H, Lei M, Wang W, Guo M, Wang J, Zhang H, Qiao L, Feng H, Liu Z, Chen L, Hou J, Wang X, Gu C, Zhao B, Izumchenko E, Yang Y, Zhu Y. In vitro and in vivo efficacy of the novel oral proteasome inhibitor NNU546 in multiple myeloma. Aging (Albany NY) 2020; 12:22949-22974. [PMID: 33203800 PMCID: PMC7746380 DOI: 10.18632/aging.104023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 06/17/2020] [Accepted: 08/15/2020] [Indexed: 01/14/2023]
Abstract
Proteasome inhibition demonstrates highly effective impact on multiple myeloma (MM) treatment. Here, we aimed to examine anti-tumor efficiency and underlying mechanisms of a novel well tolerated orally applicable proteasome inhibitor NNU546 and its hydrolyzed pharmacologically active form NNU219. NNU219 showed more selective inhibition to proteasome catalytic subunits and less off-target effect than bortezomib ex vivo. Moreover, intravenous and oral administration of either NNU219 or NNU546 led to more sustained pharmacodynamic inhibitions of proteasome activities compared with bortezomib. Importantly, NNU219 exhibited potential anti-MM activity in both MM cell lines and primary samples in vitro. The anti-MM activity of NNU219 was associated with induction of G2/M-phase arrest and apoptosis via activation of the caspase cascade and endoplasmic reticulum stress response. Significant growth-inhibitory effects of NNU219 and NNU546 were observed in 3 different human MM xenograft mouse models. Furthermore, such observation was even found in the presence of a bone marrow microenvironment. Taken together, these findings provided the basis for clinical trial of NNU546 to determine its potential as a candidate for MM treatment.
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Affiliation(s)
- Hui Zhou
- College of Life Science, Nanjing Normal University, Nanjing 210046, PR China
| | - Meng Lei
- College of Science, Nanjing Forestry University, Nanjing 210037, PR China
| | - Wang Wang
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Mengjie Guo
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Jia Wang
- Jiangsu Chia Tai Fenghai Pharmaceutical Co. Ltd., Nanjing 210046, PR China
| | - Haoyang Zhang
- College of Life Science, Nanjing Normal University, Nanjing 210046, PR China
| | - Li Qiao
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Huayun Feng
- College of Science, Nanjing Forestry University, Nanjing 210037, PR China
| | - Zhaogang Liu
- Jiangsu Chia Tai Fenghai Pharmaceutical Co. Ltd., Nanjing 210046, PR China
| | - Lijuan Chen
- The 1st Affiliated Hospital of Nanjing Medical University, Nanjing 210029, PR China
| | - Jianhao Hou
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Xueyuan Wang
- College of Life Science, Nanjing Normal University, Nanjing 210046, PR China
| | - Chenxi Gu
- School of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210046, PR China
| | - Bo Zhao
- School of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210046, PR China
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL 60637, USA
| | - Ye Yang
- School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, PR China.,The 3rd Affiliated Hospital, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Yongqiang Zhu
- College of Life Science, Nanjing Normal University, Nanjing 210046, PR China.,Jiangsu Chia Tai Fenghai Pharmaceutical Co. Ltd., Nanjing 210046, PR China
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Sacconi A, Donzelli S, Pulito C, Ferrero S, Spinella F, Morrone A, Rigoni M, Pimpinelli F, Ensoli F, Sanguineti G, Pellini R, Agrawal N, Izumchenko E, Ciliberto G, Giannì A, Muti P, Strano S, Blandino G. TMPRSS2, a SARS-CoV-2 internalization protease is downregulated in head and neck cancer patients. J Exp Clin Cancer Res 2020; 39:200. [PMID: 32967703 PMCID: PMC7510014 DOI: 10.1186/s13046-020-01708-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 09/10/2020] [Indexed: 12/13/2022]
Abstract
Background SARS-coronavirus-2 enters host cells through binding of the Spike protein to ACE2 receptor and subsequent S priming by the TMPRSS2 protease. We aim to assess differences in both ACE2 and TMPRSS2 expression in normal tissues from oral cavity, pharynx, larynx and lung tissues as well as neoplastic tissues from the same areas. Methods The study has been conducted using the TCGA and the Regina Elena Institute databases and validated by experimental model in HNSCC cells. We also included data from one COVID19 patient who went under surgery for HNSCC. Results TMPRSS2 expression in HNSCC was significantly reduced compared to the normal tissues. It was more evident in women than in men, in TP53 mutated versus wild TP53 tumors, in HPV negative patients compared to HPV positive counterparts. Functionally, we modeled the multivariate effect of TP53, HPV, and other inherent variables on TMPRSS2. All variables had a statistically significant independent effect on TMPRSS2. In particular, in tumor tissues, HPV negative, TP53 mutated status and elevated TP53-dependent Myc-target genes were associated with low TMPRSS2 expression. The further analysis of both TCGA and our institutional HNSCC datasets identified a signature anti-correlated to TMPRSS2. As proof-of-principle we also validated the anti-correlation between microRNAs and TMPRSS2 expression in a SARS-CoV-2 positive HNSCC patient tissues Finally, we did not find TMPRSS2 promoter methylation. Conclusions Collectively, these findings suggest that tumoral tissues, herein exemplified by HNSCC and lung cancers might be more resistant to SARS-CoV-2 infection due to reduced expression of TMPRSS2. These observations may help to better assess the frailty of SARS-CoV-2 positive cancer patients.
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Affiliation(s)
- Andrea Sacconi
- UOSD Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Sara Donzelli
- Oncogenomic and Epigenetic Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Claudio Pulito
- Oncogenomic and Epigenetic Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Stefano Ferrero
- Department of Biomedical, Surgical and Dental Sciences, University of Milan La Statale, Milan, Italy.,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano, Milan, Italy
| | | | - Aldo Morrone
- Scientific Direction, San Gallicano Dermatological Institute IRCCS, Rome, Italy
| | - Marta Rigoni
- Department of Biomedical, Surgical and Dental Sciences, University of Milan La Statale, Milan, Italy.,Department of Industrial Engineering, University of Trento, Trento, Italy
| | - Fulvia Pimpinelli
- Clinical Pathology and Microbiology, San Gallicano Dermatologic Institute IRCCS, Rome, Italy
| | - Fabrizio Ensoli
- Clinical Pathology and Microbiology, San Gallicano Dermatologic Institute IRCCS, Rome, Italy
| | - Giuseppe Sanguineti
- Radiotherapy Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Raul Pellini
- Otolaryngology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Nishant Agrawal
- Department of Surgery, University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Evgeny Izumchenko
- Department of Medicine, University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Gennaro Ciliberto
- Scientific Direction, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Aldo Giannì
- Department of Biomedical, Surgical and Dental Sciences, University of Milan La Statale, Milan, Italy.,Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano, Milan, Italy
| | - Paola Muti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan La Statale, Milan, Italy
| | - Sabrina Strano
- SAFU Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Giovanni Blandino
- UOSD Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
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Shibata M, Ooki A, Inokawa Y, Sadhukhan P, Ugurlu MT, Izumchenko E, Munari E, Bogina G, Rudin CM, Gabrielson E, Singh A, Hoque MO. Concurrent Targeting of Potential Cancer Stem Cells Regulating Pathways Sensitizes Lung Adenocarcinoma to Standard Chemotherapy. Mol Cancer Ther 2020; 19:2175-2185. [PMID: 32847981 DOI: 10.1158/1535-7163.mct-20-0024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 06/03/2020] [Accepted: 07/30/2020] [Indexed: 12/12/2022]
Abstract
Cancer stem cells (CSC) are highly resistant to conventional chemotherapeutic drugs. YAP1 and STAT3 are the two transcription factors that facilitate the therapeutic resistance and expansion of CSCs. The objective of this study was to understand the cross-talk between YAP1 and STAT3 activities and to determine the therapeutic efficacy of targeting dual CSC-regulating pathways (YAP1 and STAT3) combined with chemotherapy in lung adenocarcinoma. Here, we showed that YAP1 contributes to CSC regulation and enhances tumor formation while suppressing apoptosis. Mechanistically, YAP1 promotes phosphorylation of STAT3 by upregulating IL6. In lung adenocarcinoma clinical specimens, YAP1 expression correlated with that of IL6 (P < 0.01). More importantly, YAP1 and phosphorylated STAT3 (pSTAT3) protein expressions were significantly correlated (P < 0.0001) in primary lung adenocarcinoma as determined by IHC. Immunoblotting of 13 lung adenocarcinoma patient-derived xenografts (PDX) showed that all YAP1-expressing PDXs also exhibited pSTAT3. Additional investigations revealed that chemotherapy resistance and malignant stemness were influenced by upregulating NANOG, OCT4, and SOX2, and the expression of these targets significantly attenuated by genetically and pharmacologically hindering the activities of YAP1 and STAT3 in vivo and in vitro Therapeutically, the dual inhibition of YAP1 and STAT3 elicits a long-lasting therapeutic response by limiting CSC expansion following chemotherapy in cell line xenograft and PDX models of lung adenocarcinoma. Collectively, these findings provide a conceptual framework to target the YAP1 and STAT3 pathways concurrently with systemic chemotherapy to improve the clinical management of lung adenocarcinoma, based on evidence that these two pathways expand CSC populations that mediate resistance to chemotherapy.
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Affiliation(s)
- Masahiro Shibata
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Breast and Endocrine Surgery, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Akira Ooki
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Yoshikuni Inokawa
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Pritam Sadhukhan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - M Talha Ugurlu
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Evgeny Izumchenko
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Enrico Munari
- Department of Pathology, Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Giuseppe Bogina
- Department of Pathology, Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | | | - Edward Gabrielson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Anju Singh
- Department of Environmental Health Science, Johns Hopkins University School of Public Health, Baltimore, Maryland
| | - Mohammad O Hoque
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
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45
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Hayashi M, Guida E, Inokawa Y, Goldberg R, Reis LO, Ooki A, Pilli M, Sadhukhan P, Woo J, Choi W, Izumchenko E, Gonzalez LM, Marchionni L, Zhavoronkov A, Brait M, Bivalacqua T, Baras A, Netto GJ, Koch W, Singh A, Hoque MO. GULP1 regulates the NRF2-KEAP1 signaling axis in urothelial carcinoma. Sci Signal 2020; 13:13/645/eaba0443. [PMID: 32817372 DOI: 10.1126/scisignal.aba0443] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Disruption of the KEAP1-NRF2 pathway results in the transactivation of NRF2 target genes, consequently inducing cell proliferation and other phenotypic changes in cancer cells. Here, we demonstrated that GULP1 was a KEAP1-binding protein that maintained actin cytoskeleton architecture and helped KEAP1 to sequester NRF2 in the cytoplasm. In urothelial carcinoma of the bladder (UCB), silencing of GULP1 facilitated the nuclear accumulation of NRF2, led to constitutive activation of NRF2 signaling, and conferred resistance to the platinum drug cisplatin. Knockdown of GULP1 in UCB cells promoted tumor cell proliferation in vitro and enhanced tumor growth in vivo. In primary UCB, GULP1 silencing was more prevalent in muscle-invasive UCB compared to nonmuscle-invasive UCB. GULP1 knockdown cells showed resistance to cisplatin treatment. In parallel with decreased GULP1 expression, we observed increased expression of NRF2, HMOX1, and other candidate antioxidant genes in cisplatin-resistant cells. Furthermore, low or no expression of GULP1 was observed in most cisplatin nonresponder cases. Silencing of GULP1 was associated with GULP1 promoter hypermethylation in cell lines and primary tumors, and a high frequency of GULP1 promoter methylation was observed in multiple sets of primary clinical UCB samples. Together, our findings demonstrate that GULP1 is a KEAP1-binding protein that regulates KEAP1-NRF2 signaling in UCB and that promoter hypermethylation of GULP1 is a potential mechanism of GULP1 silencing.
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Affiliation(s)
- Masamichi Hayashi
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.,Department of Gastroenterological Surgery, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi 466-8550, Japan
| | - Elisa Guida
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Yoshikuni Inokawa
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.,Department of Gastroenterological Surgery, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi 466-8550, Japan
| | - Rachel Goldberg
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Leonardo O Reis
- Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Akira Ooki
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Manohar Pilli
- Department of Environmental Health Sciences, School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Pritam Sadhukhan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Juhyung Woo
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Woonyoung Choi
- Johns Hopkins Greenberg Bladder Cancer Institute, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Evgeny Izumchenko
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.,Department of Medicine, Section of Hematology/Oncology, University of Chicago, Chicago, IL 60637, USA
| | - Leonel Maldonado Gonzalez
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.,Department of Gynecology and Obstetrics-Gynecologic Specialties, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luigi Marchionni
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Alex Zhavoronkov
- Insilico Medicine Inc., Emerging Technology Centers, Johns Hopkins University at Eastern, B301, 1101 33rd Street, Baltimore, MD 21218, USA
| | - Mariana Brait
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Trinity Bivalacqua
- Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Alexander Baras
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George J Netto
- Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Wayne Koch
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Anju Singh
- Department of Environmental Health Sciences, School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Mohammad O Hoque
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA. .,Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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Broner EC, Rooper L, Subbannayya T, Chatterjee A, Sidransky D, Izumchenko E. Abstract 813: Doublecortin-like kinase 1 (DCLK1) and NOTCH1 pathways lead to poor prognosis in HNSCC. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-813] [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
Introduction: Despite advancements in the field, the 5 year survival rate of Head and Neck Squamous Cell Carcinoma (HNSCC) still hovers at 60%. DCLK1 has been shown to regulate epithelial-to-mesenchymal transition (EMT) as well as serving as a cancer stem cell marker in colon, pancreatic and renal cancer. In previous studies, we showed that DCLK1 expression is associated with NOTCH pathways in HNSCC tumors obtained from publicly available databases as well as influences NOTCH signaling in HNSCC cell lines. Although it was reported that DCLK1 is associated with poor prognosis in oropharyngeal cancers and HNSCC lymph node metastasis, very little is known about the clinical implication of DCLK1 signaling in promoting HNSCC tumorigenesis.
Methods and Materials: We stained 303 HNSCC and normal mucosa samples in two independent tissue microarray (TMA) assays: a commercially available US biomax HN483a and an in-house TMA built in Johns Hopkins University (JHU). TMAs were stained with antibodies against cleaved (active) NOTCH1 and DCLK1 which were previously optimized on HNSCC cell lines. The TMA tissue staining was scored by an experienced surgical pathologist. Statistical analysis was performed using Graph Pad Prism software. For overall survival (OS), Kaplan Meier Log-rank (Mantel-Cox) tests were performed. For comparison studies, we utilized the Mann Whitney test.
Results: The JHU cohort consisted of 245 HNSCC samples and 13 normal tissues. Mean age of diagnosis was 59.7 year old, mean survival was 74.5 months and mean follow up time was 45.5 months. There were 35, 29, 49 and 132 patients with stages 1, 2, 3 and 4 respectively. 110 patients presented with lymph node metastasis. 47 patients were HPV+. In this TMA, DCLK1 staining was higher in tumors vs normal samples (p<0.05) and cleaved NOTCH1 expression followed this pattern; higher in tumors vs normal (p<0.0001). There was a significant correlation between the expression levels of these two proteins. The TMA was further stratified to primary tumor samples and recurrent samples as well as histological subsites of HNSCC. In primary tumors, there was a trend towards poorer OS for patients with high DCLK1 expression (p<0.0665), whereas in recurrent patients the OS was significantly poorer for patients with high DCLK1 expression (p<0.04). When analyzing HNSCC subsites, oral cavity tumors with high DCLK1 expression had poorer OS (p<0.0394). When we further characterized samples based on both DCLK1 and NOTCH staining, we found that the group of DCLK-/NOTCH- patients had lower mortality rate (54% vs 73%), independent of stage.Although the patients' survival data was not available for the HN468a TMA, staining on 45 HNSCC tumors indicates that 45% of the tumor samples are positive for DCLK1 compared to 90% DCLK1 negative staining in normal oral tissue.
Conclusion: Overall, our results demonstrate a strong link between DCLK1 and NOTCH expression levels and poor prognosis in HNSCC.
Citation Format: Esther Channah Broner, Lisa Rooper, Tejaswini Subbannayya, Aditi Chatterjee, David Sidransky, Evgeny Izumchenko. Doublecortin-like kinase 1 (DCLK1) and NOTCH1 pathways lead to poor prognosis in HNSCC [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 813.
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Izumchenko E, Hasina R, Hariharan AK, Shanmugam A, Irusappan S, Maji S, Bahadur U, Veeramachaneni V, Bettadapura R, Ravichandran A, Hariharan R, Gupta V, Rao VUS, Bagadia RK, N.M.L M, Lingen MW, Agrawal N. Detection of somatic mutations in saliva of patients with oral cavity squamous cell carcinoma. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.6562] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
6562 Background: Oral cavity squamous cell carcinoma (OCSCC) frequently presents as clinically advanced disease with poor prognosis. When diagnosed at early stages, survival rates approach 80%, underscoring the need for validated, cost-effective detection methods. OCSCC is driven by the serial acquisition of genetic alterations. Tumor-defining somatic mutations are attractive biomarkers and hence their presence in saliva may be associated with malignancy as shown in a few proof-of-concept studies, including our previous work. Based on this premise, we present a low-cost, accurate, next generation sequencing (NGS) test with high clinical utility aimed at detecting mutations in the saliva for early diagnosis and potential screening of OCSCC. Methods: We have designed a custom NGS panel that covers exons of 7 most frequently mutated genes in OSCC. This minimal gene set derived from the analysis from 3 public datasets, predicted incidence of at least one somatic aberration in 89% of patients. We recruited 91 treatment-naïve OCSCC patients and profiled DNA from tissue and matched pre-operative saliva using this test. We also tested DNA from 12 subjects with premalignant lesions with high-grade oral dysplasia and matched saliva. Results: Using stringent variant calling criteria, at least one somatic variant was detected in 88 (96%) of the 91 primary tumors. 90.9% of the matched saliva were concordant, with only a minor decrease in early stage disease. Tumor-specific mutations (≥5% AF) in driver genes were detected in 10 (83.3%) dysplastic lesions, suggesting that driving clonal events may occur early in disease development. Interestingly, in 3 matched saliva of the dysplastic samples, the same mutations were detected. To ensure a variant is not a false positive call, we performed a vigorous multistep analytical validation of this saliva-based test: (i) independent re-sequencing of 24 saliva confirmed 94% reproducibility; (ii) no functionally relevant variants were detected in saliva from 12 of 13 healthy subjects without history of tobacco and alcohol usage; (iii) reproducibility, sensitivity, and specificity were confirmed using a positive control with 7 loci at 0.25% AF across 8 independent saliva sequencing runs and a certified negative control and was found to be on par with droplet digital PCR. Conclusions: These data highlight the feasibility of saliva-based testing for early diagnosis of OCSCC and premalignant lesions.
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Affiliation(s)
| | | | | | | | | | | | - Urvashi Bahadur
- Strand Center for Genomics and Personalized Medicine, Bangalore, India
| | - Vamsi Veeramachaneni
- Strand Center for Genomics and Personalized Medicine, Strand Life Sciences, Bangalore, India
| | | | | | - Ramesh Hariharan
- Strand Center for Genomics and Personalized Medicine, Strand Life Sciences, Bangalore, India
| | - Vaijayanti Gupta
- Strand Center for Genomics and Personalized Medicine, Bangalore, India
| | | | | | | | - Mark W. Lingen
- The University of Chicago Medicine and Biological Sciences, Chicago, IL
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Saloura V, Vougiouklakis T, Bao R, Kim S, Baek S, Zewde M, Bernard B, Burkitt K, Nigam N, Izumchenko E, Dohmae N, Hamamoto R, Nakamura Y. WHSC1 monomethylates histone H1 and induces stem-cell like features in squamous cell carcinoma of the head and neck. Neoplasia 2020; 22:283-293. [PMID: 32497898 PMCID: PMC7265065 DOI: 10.1016/j.neo.2020.05.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [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: 06/07/2019] [Revised: 04/30/2020] [Accepted: 05/06/2020] [Indexed: 12/17/2022] Open
Abstract
Squamous cell carcinoma of the head and neck (SCCHN) is a malignancy with poor outcomes, thus novel therapies are urgently needed. We recently showed that WHSC1 is necessary for the viability of SCCHN cells through H3K36 di-methylation. Here, we report the identification of its novel substrate, histone H1, and that WHSC1-mediated H1.4K85 mono-methylation may enhance stemness features in SCCHN cells. To identify proteins interacting with WHSC1 in SCCHN cells, WHSC1 immunoprecipitation and mass spectrometry identified H1 as a WHSC1-interacting candidate. In vitro methyltransferase assays showed that WHSC1 mono-methylates H1 at K85. We generated an H1K85 mono-methylation-specific antibody and confirmed that this methylation occurs in vivo. Sphere formation assays using SCC-35 cells stably expressing either wild-type (FLAG-H1.4-WT) or mutated (FLAG-H1.4K85A) vector with lysine 85 to alanine substitution which is not methylated, indicated a higher number of spheres in SCC-35 cells expressing the wild type than those with the mutant vector. SCC-35 cells expressing the wild type H1.4 proliferated faster than those expressing the mutated vector. RNA sequencing, RT-PCR and Western blotting of the FLAG-H1.4-WT or FLAG-H1.4K85A SCC-35 cells revealed that OCT4 levels were higher in wild type compared to mutant cells. These results were reproduced in SCC-35 cells genetically modified with CRISPR to express H1.4K85R. Chromatin immunoprecipitation showed that FLAG-H1.4K85A had decreased occupancy in the OCT4 gene compared to FLAG-H1.4-WT. This study supports that WHSC1 mono-methylates H1.4 at K85, it induces transcriptional activation of OCT4 and stemness features in SCCHN cells, providing rationale to target H1.4K85 mono-methylation through WHSC1 in SCCHN.
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Affiliation(s)
- Vassiliki Saloura
- Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, USA.
| | | | - Riyue Bao
- Center for Research Bioinformatics, University of Chicago, Chicago, USA; Department of Pediatrics, University of Chicago, Chicago, USA
| | - Sohyoung Kim
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, USA
| | - Makda Zewde
- Department of Medicine, University of Chicago, Chicago, USA
| | - Benjamin Bernard
- Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, USA
| | - Kyunghee Burkitt
- Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, USA
| | - Nupur Nigam
- Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, USA
| | | | | | | | - Yusuke Nakamura
- Department of Medicine, University of Chicago, Chicago, USA; Department of Surgery, University of Chicago, Chicago, USA
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Schubert AD, Channah Broner E, Agrawal N, London N, Pearson A, Gupta A, Wali N, Seiwert TY, Wheelan S, Lingen M, Macleod K, Allen H, Chatterjee A, Vassiliki S, Gaykalova D, Hoque MO, Sidransky D, Suresh K, Izumchenko E. Somatic mitochondrial mutation discovery using ultra-deep sequencing of the mitochondrial genome reveals spatial tumor heterogeneity in head and neck squamous cell carcinoma. Cancer Lett 2020; 471:49-60. [PMID: 31830557 PMCID: PMC6980748 DOI: 10.1016/j.canlet.2019.12.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [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: 09/05/2019] [Revised: 12/02/2019] [Accepted: 12/04/2019] [Indexed: 12/17/2022]
Abstract
Mutations in mitochondrial DNA (mtDNA) have been linked to risk, progression, and treatment response of head and neck squamous cell carcinoma (HNSCC). Due to their clonal nature and high copy number, mitochondrial mutations could serve as powerful molecular markers for detection of cancer cells in bodily fluids, surgical margins, biopsies and lymph node (LN) metastasis, especially at sites where tumor involvement is not histologically apparent. Despite a pressing need for high-throughput, cost-effective mtDNA mutation profiling system, current methods for library preparation are still imperfect for detection of low prevalence heteroplasmic mutations. To this end, we have designed an ultra-deep amplicon-based sequencing library preparation approach that covers the entire mitochondrial genome. We sequenced mtDNA in 28 HNSCCs, matched LNs, surgical margins and bodily fluids, and applied multiregional sequencing approach on 14 primary tumors. Our results demonstrate that this quick, sensitive and cost-efficient method allows obtaining a snapshot on the mitochondrial heterogeneity, and can be used for detection of low frequency tumor-associated mtDNA mutations in LNs, sputum and serum specimens. These findings provide the foundation for using mitochondrial sequencing for risk assessment, early detection, and tumor surveillance.
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Affiliation(s)
- Adrian D Schubert
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Esther Channah Broner
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Nishant Agrawal
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Nyall London
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Alexander Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Anuj Gupta
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Neha Wali
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Tanguy Y Seiwert
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Sarah Wheelan
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Mark Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Kay Macleod
- The Ben May Department for Cancer Research, University of Chicago, Chicago, IL, USA
| | - Hailey Allen
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Aditi Chatterjee
- Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, India
| | - Saloura Vassiliki
- Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Daria Gaykalova
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Mohammad O Hoque
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - David Sidransky
- Department of Otolaryngology and Head & Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Karthik Suresh
- Division of Pulmonary Critical Care Medicine, Johns Hopkins University School of Medicine. Baltimore, MD, USA
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
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50
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Nakad B, Broner EC, Sidransky D, Izumchenko E. Abstract P5-05-13: Inhibition of NOTCH signaing with g-secretase inhibitor AL101 contributes to overcome resistance against HER2-targeted therapy in HER2 amplified breast cancer cells. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-p5-05-13] [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
Notch signaling affects multiple cellular processes including stem cell maintenance, differentiation, proliferation, motility and survival. Activated NOTCH signaling and up-regulation of tumor-promoting NOTCH target genes are well documented in human breast cancer. Growing evidence suggest the novel role of NOTCH pathway as a survival resistance mechanism against HER2-targeted therapy in the HER2 amplified breast cancer subgroup, accounting for 20% of breast cancers. It was reported that tumor cells that develop intrinsic or acquired resistance to HER2 targeted therapy (at either relapse of the dormant resistant cells or at the progression of HER2 disease), express higher levels of NOTCH pathway genes. The small molecule AL101 is an γ-secretase inhibitor that potently inhibits the activation of all 4 NOTCH receptors (NOTCH1-4). We hypothesize that treatment with AL101, could potentially block activation of this intrinsic resistance mechanism and/or inhibit the acquisition of the acquired resistance. The goal of this study is: (a) to test the efficacy of first line treatment of anti-HER2 drugs combined with AL101, and (b) to test the efficacy of the AL101 as a second line therapy for anti-HER2 resistance breast cancer cells lines. Our study demonstrates the potential utility of HER2-targeted therapy in combination with AL101 as a novel strategy for overcoming the NOTCH signaling induced survival resistance mechanism in HER2 amplified breast cancer cells, and suggests NOTCH inhibitors as potential second-line therapy for recurrent or resistant HER2 amplified breast cancer tumors.
Citation Format: Bothaina Nakad, Esther Channah Broner, David Sidransky, Evgeny Izumchenko. Inhibition of NOTCH signaing with g-secretase inhibitor AL101 contributes to overcome resistance against HER2-targeted therapy in HER2 amplified breast cancer cells [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr P5-05-13.
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