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Kagan AB, Moses BS, Lapidus R, Mott BT, Rai G, Anders NM, Hoag SW, Rudek MA, Civin CI. ART714 is a best-in-class antileukemic 2-carbon-linked dimeric artemisinin derivative. Cancer Chemother Pharmacol 2023; 92:39-50. [PMID: 37249624 DOI: 10.1007/s00280-023-04539-2] [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: 02/24/2023] [Accepted: 04/23/2023] [Indexed: 05/31/2023]
Abstract
PURPOSE It has become increasingly clear that new multiagent combination regimens are required to improve survival rates in acute myeloid leukemia (AML). We recently reported that ART631, a first-in-class 2-carbon-linked artemisinin-derived dimer (2C-ART), was not only efficacious as a component of a novel three-drug combination regimen to treat AML, but, like other synthetic artemisinin derivatives, demonstrated low clinical toxicity. However, we ultimately found ART631 to have suboptimal solubility and stability properties, thus limiting its potential for clinical development. METHODS We assessed 22 additional 2C-ARTs with documented in vivo antimalarial activity for antileukemic efficacy and physicochemical properties. Our strategy involved culling out 2C-ARTs inferior to ART631 with respect to potency, stability, and solubility in vitro, and then validating in vivo pharmacokinetics, pharmacodynamics, and efficacy of one 2C-ART lead compound. RESULTS Of the 22 2C-ARTs, ART714 was found to have the most optimal in vitro solubility, stability, and antileukemic efficacy, both alone and in combination with the BCL2 inhibitor venetoclax (VEN) and the kinase inhibitor sorafenib (SOR). ART714 was also highly effective in combination with VEN and the FMS-like tyrosine kinase 3 inhibitor gilteritinib (GILT) against MOLM14 AML xenografts. CONCLUSION We identified ART714 as our best-in-class antileukemic 2C-ART, based on in vitro potency and pharmacologic properties. We established its in vivo pharmacokinetics and demonstrated its in vitro cooperativity with VEN and SOR and in vivo activities of combinations of ART714, VEN, and GILT. Additional research is indicated to define the optimal niche for the use of ART714 in treatment of AML.
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Affiliation(s)
- Amanda B Kagan
- Department of Medicine, Division of Clinical Pharmacology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
- Department of Oncology, School of Medicine, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, 1650 Orleans Street, CRB1 Room 1M52, Baltimore, MD, 21231-1000, USA
| | - Blake S Moses
- Departments of Pediatrics and Physiology, School of Medicine, Center for Stem Cell Biology and Regenerative Medicine, Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, BRB14-021, 655 W Baltimore St, Baltimore, MD, 21201, USA
- Keros Therapeutics, Inc., Lexington, MA, USA
| | - Rena Lapidus
- Department of Medicine, School of Medicine, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | - Bryan T Mott
- Department of Neurosurgery, Wake Forest Baptist Health, Winston-Salem, NC, USA
| | - Ganesha Rai
- Department of Pre-clinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, USA
| | - Nicole M Anders
- Department of Oncology, School of Medicine, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, 1650 Orleans Street, CRB1 Room 1M52, Baltimore, MD, 21231-1000, USA
- Takeda Pharmaceutical Company, San Diego, CA, USA
| | - Stephen W Hoag
- School of Pharmacy, University of Maryland, Baltimore, MD, USA
| | - Michelle A Rudek
- Department of Medicine, Division of Clinical Pharmacology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.
- Department of Oncology, School of Medicine, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, 1650 Orleans Street, CRB1 Room 1M52, Baltimore, MD, 21231-1000, USA.
| | - Curt I Civin
- Departments of Pediatrics and Physiology, School of Medicine, Center for Stem Cell Biology and Regenerative Medicine, Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, BRB14-021, 655 W Baltimore St, Baltimore, MD, 21201, USA.
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Ruhl AP, Jeffries N, Yang Y, Brooks SD, Naik RP, Pecker LH, Mott BT, Winkler CA, Armstrong ND, Zakai NA, Gutierrez OM, Judd SE, Howard VJ, Howard G, Irvin MR, Cushman M, Ackerman HC. Alpha globin gene copy number and incident ischemic stroke risk among Black Americans. Front Stroke 2023; 2:1192465. [PMID: 37622047 PMCID: PMC10448705 DOI: 10.3389/fstro.2023.1192465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
Introduction People with African ancestry have greater stroke risk and greater heritability of stroke risk than people of other ancestries. Given the importance of nitric oxide (NO) in stroke, and recent evidence that alpha globin restricts nitric oxide release from vascular endothelial cells, we hypothesized that alpha globin gene (HBA) deletion would be associated with reduced risk of incident ischemic stroke. Methods We evaluated 8,947 participants self-reporting African ancestry in the national, prospective Reasons for Geographic And Racial Differences in Stroke (REGARDS) cohort. Incident ischemic stroke was defined as non-hemorrhagic stroke with focal neurological deficit lasting ≥ 24 hours confirmed by the medical record or focal or non-focal neurological deficit with positive imaging confirmed with medical records. Genomic DNA was analyzed using droplet digital PCR to determine HBA copy number. Multivariable Cox proportional hazards regression was used to estimate the hazard ratio (HR) of HBA copy number on time to first ischemic stroke. Results Four-hundred seventy-nine (5.3%) participants had an incident ischemic stroke over a median (IQR) of 11.0 (5.7, 14.0) years' follow-up. HBA copy number ranged from 2 to 6: 368 (4%) -α/-α, 2,480 (28%) -α/αα, 6,014 (67%) αα/αα, 83 (1%) ααα/αα and 2 (<1%) ααα/ααα. The adjusted HR of ischemic stroke with HBA copy number was 1.04; 95%CI 0.89, 1.21; p = 0.66. Conclusions Although a reduction in HBA copy number is expected to increase endothelial nitric oxide signaling in the human vascular endothelium, HBA copy number was not associated with incident ischemic stroke in this large cohort of Black Americans.
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Affiliation(s)
- A. Parker Ruhl
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
- Pulmonary Branch, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Neal Jeffries
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Yu Yang
- Division of Blood Diseases and Resources, National Heart, Lung, and Blood Institute, Rockville, Maryland
| | - Steven D. Brooks
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Rakhi P. Naik
- Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lydia H. Pecker
- Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bryan T. Mott
- Wake Forest University School of Medicine, Winston-Salem, North Carolina:
| | - Cheryl A. Winkler
- Basic Research Laboratory, National Cancer Institute, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Nicole D. Armstrong
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Neil A. Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
| | - Orlando M. Gutierrez
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Suzanne E. Judd
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Virginia J. Howard
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - George Howard
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Marguerite R. Irvin
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
| | - Hans C. Ackerman
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
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Ruhl AP, Jeffries N, Yang Y, Brooks SD, Naik RP, Pecker LH, Mott BT, Winkler CA, Armstrong ND, Zakai NA, Gutierrez OM, Judd SE, Howard VJ, Howard G, Irvin MR, Cushman M, Ackerman HC. Alpha globin gene copy number and incident ischemic stroke risk among Black Americans. medRxiv 2023:2023.03.15.23286908. [PMID: 36993674 PMCID: PMC10055557 DOI: 10.1101/2023.03.15.23286908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Introduction People with African ancestry have greater stroke risk and greater heritability of stroke risk than people of other ancestries. Given the importance of nitric oxide (NO) in stroke, and recent evidence that alpha globin restricts nitric oxide release from vascular endothelial cells, we hypothesized that alpha globin gene ( HBA) deletion would be associated with reduced risk of incident ischemic stroke. Methods We evaluated 8,947 participants self-reporting African ancestry in the national, prospective Reasons for Geographic And Racial Differences in Stroke (REGARDS) cohort. Incident ischemic stroke was defined as non-hemorrhagic stroke with focal neurological deficit lasting ≥ 24 hours confirmed by the medical record or focal or non-focal neurological deficit with positive imaging confirmed with medical records. Genomic DNA was analyzed using droplet digital PCR to determine HBA copy number. Multivariable Cox proportional hazards regression was used to estimate the hazard ratio (HR) of HBA copy number on time to first ischemic stroke. Results Four-hundred seventy-nine (5.3%) participants had an incident ischemic stroke over a median (IQR) of 11.0 (5.7, 14.0) years' follow-up. HBA copy number ranged from 2 to 6: 368 (4%) -α/-α, 2,480 (28%) -α/αα, 6,014 (67%) αα/αα, 83 (1%) ααα/αα and 2 (<1%) ααα/ααα. The adjusted HR of ischemic stroke with HBA copy number was 1.04; 95%CI 0.89, 1.21; p = 0.66. Conclusions Although a reduction in HBA copy number is expected to increase endothelial nitric oxide signaling in the human vascular endothelium, HBA copy number was not associated with incident ischemic stroke in this large cohort of Black Americans.
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Affiliation(s)
- A. Parker Ruhl
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
- Pulmonary Branch, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Neal Jeffries
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Yu Yang
- Division of Blood Diseases and Resources, National Heart, Lung, and Blood Institute, Rockville, Maryland
| | - Steven D. Brooks
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Rakhi P. Naik
- Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lydia H. Pecker
- Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bryan T. Mott
- Wake Forest University School of Medicine, Winston-Salem, North Carolina:
| | - Cheryl A. Winkler
- Basic Research Laboratory, National Cancer Institute, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Nicole D. Armstrong
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Neil A. Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
| | - Orlando M. Gutierrez
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Suzanne E. Judd
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Virginia J. Howard
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - George Howard
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Marguerite R. Irvin
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
| | - Hans C. Ackerman
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
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Kagan AB, Moses BS, Mott BT, Rai G, Anders NM, Rudek MA, Civin CI. A Novel 2-Carbon-Linked Dimeric Artemisinin With Potent Antileukemic Activity and Favorable Pharmacology. Front Oncol 2022; 11:790037. [PMID: 35127495 PMCID: PMC8811960 DOI: 10.3389/fonc.2021.790037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/17/2021] [Indexed: 12/02/2022] Open
Abstract
Acute myeloid leukemia (AML) remains a devastating disease, with low cure rates despite intensive standard chemotherapy regimens. In the past decade, targeted antileukemic drugs have emerged from research efforts. Nevertheless, targeted therapies are often effective for only a subset of patients whose leukemias harbor a distinct mutational or gene expression profile and provide only transient antileukemic responses as monotherapies. We previously presented single agent and combination preclinical data for a novel 3-carbon-linked artemisinin-derived dimer (3C-ART), diphenylphosphate analog 838 (ART838), that indicates a promising approach to treat AML, given its demonstrated synergy with targeted antileukemic drugs and large therapeutic window. We now report new data from our initial evaluation of a structurally distinct class of 2-carbon-linked dimeric artemisinin-derived analogs (2C-ARTs) with prior documented in vivo antimalarial activity. These 2C-ARTs have antileukemic activity at low (nM) concentrations, have similar cooperativity with other antineoplastic drugs and comparable physicochemical properties to ART838, and provide a viable path to clinical development.
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Affiliation(s)
- Amanda B. Kagan
- Department of Medicine, Division of Clinical Pharmacology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Blake S. Moses
- Center for Stem Cell Biology & Regenerative Medicine, Marlene and Stewart Greenebaum Comprehensive Cancer Center, Departments of Pediatrics and Physiology, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Bryan T. Mott
- Department of Neurosurgery, Wake Forest Baptist Health, Winston-Salem, NC, United States
| | - Ganesha Rai
- Department of Pre-Clinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Nicole M. Anders
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Michelle A. Rudek
- Department of Medicine, Division of Clinical Pharmacology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Curt I. Civin
- Center for Stem Cell Biology & Regenerative Medicine, Marlene and Stewart Greenebaum Comprehensive Cancer Center, Departments of Pediatrics and Physiology, School of Medicine, University of Maryland, Baltimore, MD, United States
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5
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Ruhl AP, Jeffries N, Yang Y, Naik RP, Patki A, Pecker LH, Mott BT, Zakai NA, Winkler CA, Kopp JB, Lange LA, Irvin MR, Gutierrez OM, Cushman M, Ackerman HC. Alpha Globin Gene Copy Number Is Associated with Prevalent Chronic Kidney Disease and Incident End-Stage Kidney Disease among Black Americans. J Am Soc Nephrol 2022; 33:213-224. [PMID: 34706968 PMCID: PMC8763181 DOI: 10.1681/asn.2021050653] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 10/05/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND α-Globin is expressed in endothelial cells of resistance arteries, where it limits endothelial nitric oxide signaling and enhances α-adrenergic-mediated vasoconstriction. α-Globin gene (HBA) copy number is variable in people of African descent and other populations worldwide. Given the protective effect of nitric oxide in the kidney, we hypothesized that HBA copy number would be associated with kidney disease risk. METHODS Community-dwelling Black Americans aged ≥45 years old were enrolled in a national longitudinal cohort from 2003 through 2007. HBA copy number was measured using droplet digital PCR. The prevalence ratio (PR) of CKD and the relative risk (RR) of incident reduced eGFR were calculated using modified Poisson multivariable regression. The hazard ratio (HR) of incident ESKD was calculated using Cox proportional hazards multivariable regression. RESULTS Among 9908 participants, HBA copy number varied from 2 to 6. In analyses adjusted for demographic, clinical, and genetic risk factors, a one-copy increase in HBA was associated with 14% greater prevalence of CKD (PR, 1.14; 95% CI, 1.07 to 1.21; P<0.0001). While HBA copy number was not associated with incident reduced eGFR (RR, 1.06; 95% CI, 0.94 to 1.19; P=0.38), the hazard of incident ESKD was 32% higher for each additional copy of HBA (HR, 1.32; 95% CI, 1.09 to 1.61; P=0.005). CONCLUSIONS Increasing HBA copy number was associated with a greater prevalence of CKD and incidence of ESKD in a national longitudinal cohort of Black Americans.
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Affiliation(s)
- A. Parker Ruhl
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland,Pulmonary Branch, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Neal Jeffries
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Yu Yang
- Division of Blood Diseases and Resources, National Heart, Lung, and Blood Institute, Rockville, Maryland
| | - Rakhi P. Naik
- Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Amit Patki
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Lydia H. Pecker
- Division of Hematology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bryan T. Mott
- University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Neil A. Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont,Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
| | - Cheryl A. Winkler
- Basic Research Program, National Cancer Institute, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Jeffrey B. Kopp
- Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Leslie A. Lange
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado, Denver, Colorado
| | - Marguerite R. Irvin
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, Alabama
| | - Orlando M. Gutierrez
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, Alabama,Department of Medicine, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont,Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont
| | - Hans C. Ackerman
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
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Christov PP, Kim K, Jana S, Romaine IM, Rai G, Mott BT, Allweil AA, Lamers A, Brimacombe KR, Urban DJ, Lee TD, Hu X, Lukacs CM, Davies DR, Jadhav A, Hall MD, Green N, Moore WJ, Stott GM, Flint AJ, Maloney DJ, Sulikowski GA, Waterson AG. Optimization of ether and aniline based inhibitors of lactate dehydrogenase. Bioorg Med Chem Lett 2021; 41:127974. [PMID: 33771585 PMCID: PMC8113097 DOI: 10.1016/j.bmcl.2021.127974] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 03/08/2021] [Accepted: 03/13/2021] [Indexed: 01/27/2023]
Abstract
Lactate dehydrogenase (LDH) is a critical enzyme in the glycolytic metabolism pathway that is used by many tumor cells. Inhibitors of LDH may be expected to inhibit the metabolic processes in cancer cells and thus selectively delay or inhibit growth in transformed versus normal cells. We have previously disclosed a pyrazole-based series of potent LDH inhibitors with long residence times on the enzyme. Here, we report the elaboration of a new subseries of LDH inhibitors based on those leads. These new compounds potently inhibit both LDHA and LDHB enzymes, and inhibit lactate production in cancer cell lines.
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Affiliation(s)
- Plamen P Christov
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Kwangho Kim
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Somnath Jana
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Ian M Romaine
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Bryan T Mott
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Alexander A Allweil
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Alexander Lamers
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Kyle R Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Daniel J Urban
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Tobie D Lee
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Christine M Lukacs
- Beryllium Discovery Corp, 7869 Day Rd West, Bainbridge Island, WA 98110, United States
| | - Douglas R Davies
- Beryllium Discovery Corp, 7869 Day Rd West, Bainbridge Island, WA 98110, United States
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Neal Green
- Beryllium Discovery Corp, 7869 Day Rd West, Bainbridge Island, WA 98110, United States
| | - William J Moore
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, United States
| | - Gordon M Stott
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, United States
| | - Andrew J Flint
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, United States
| | - David J Maloney
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, United States
| | - Gary A Sulikowski
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
| | - Alex G Waterson
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States.
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7
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Oshima N, Ishida R, Kishimoto S, Beebe K, Brender JR, Yamamoto K, Urban D, Rai G, Johnson MS, Benavides G, Squadrito GL, Crooks D, Jackson J, Joshi A, Mott BT, Shrimp JH, Moses MA, Lee MJ, Yuno A, Lee TD, Hu X, Anderson T, Kusewitt D, Hathaway HH, Jadhav A, Picard D, Trepel JB, Mitchell JB, Stott GM, Moore W, Simeonov A, Sklar LA, Norenberg JP, Linehan WM, Maloney DJ, Dang CV, Waterson AG, Hall M, Darley-Usmar VM, Krishna MC, Neckers LM. Dynamic Imaging of LDH Inhibition in Tumors Reveals Rapid In Vivo Metabolic Rewiring and Vulnerability to Combination Therapy. Cell Rep 2021; 30:1798-1810.e4. [PMID: 32049011 PMCID: PMC7039685 DOI: 10.1016/j.celrep.2020.01.039] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [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: 09/09/2019] [Revised: 12/05/2019] [Accepted: 01/10/2020] [Indexed: 12/30/2022] Open
Abstract
The reliance of many cancers on aerobic glycolysis has stimulated efforts to develop lactate dehydrogenase (LDH) inhibitors. However, despite significant efforts, LDH inhibitors (LDHi) with sufficient specificity and in vivo activity to determine whether LDH is a feasible drug target are lacking. We describe an LDHi with potent, on-target, in vivo activity. Using hyperpolarized magnetic resonance spectroscopic imaging (HP-MRSI), we demonstrate in vivo LDH inhibition in two glycolytic cancer models, MIA PaCa-2 and HT29, and we correlate depth and duration of LDH inhibition with direct anti-tumor activity. HP-MRSI also reveals a metabolic rewiring that occurs in vivo within 30 min of LDH inhibition, wherein pyruvate in a tumor is redirected toward mitochondrial metabolism. Using HP-MRSI, we show that inhibition of mitochondrial complex 1 rapidly redirects tumor pyruvate toward lactate. Inhibition of both mitochondrial complex 1 and LDH suppresses metabolic plasticity, causing metabolic quiescence in vitro and tumor growth inhibition in vivo.
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Affiliation(s)
- Nobu Oshima
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Ryo Ishida
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Kristin Beebe
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Daniel Urban
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Ganesha Rai
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Michelle S Johnson
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Gloria Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Giuseppe L Squadrito
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Dan Crooks
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Joseph Jackson
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Abhinav Joshi
- Department of Cell Biology, University of Geneva, 1211 Geneva 4, Switzerland
| | - Bryan T Mott
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Jonathan H Shrimp
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Michael A Moses
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Min-Jung Lee
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Akira Yuno
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Tobie D Lee
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Xin Hu
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Tamara Anderson
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Donna Kusewitt
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Helen H Hathaway
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Ajit Jadhav
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Didier Picard
- Department of Cell Biology, University of Geneva, 1211 Geneva 4, Switzerland
| | - Jane B Trepel
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Gordon M Stott
- Leidos Biomedical, Frederick National Laboratory for Cancer Research, Frederick, MD 24060, USA
| | - William Moore
- Leidos Biomedical, Frederick National Laboratory for Cancer Research, Frederick, MD 24060, USA
| | - Anton Simeonov
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Larry A Sklar
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | | | - W Marston Linehan
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - David J Maloney
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Chi V Dang
- Ludwig Institute for Cancer Research, New York, NY 10017, USA; The Wistar Institute, Philadelphia, PA 19104, USA
| | - Alex G Waterson
- Department of Chemistry, Vanderbilt University, Nashville, TN 37240, USA
| | - Matthew Hall
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Victor M Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Leonard M Neckers
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA.
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8
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Rai G, Urban DJ, Mott BT, Hu X, Yang SM, Benavides GA, Johnson MS, Squadrito GL, Brimacombe KR, Lee TD, Cheff DM, Zhu H, Henderson MJ, Pohida K, Sulikowski GA, Dranow DM, Kabir M, Shah P, Padilha E, Tao D, Fang Y, Christov PP, Kim K, Jana S, Muttil P, Anderson T, Kunda NK, Hathaway HJ, Kusewitt DF, Oshima N, Cherukuri M, Davies DR, Norenberg JP, Sklar LA, Moore WJ, Dang CV, Stott GM, Neckers L, Flint AJ, Darley-Usmar VM, Simeonov A, Waterson AG, Jadhav A, Hall MD, Maloney DJ. Pyrazole-Based Lactate Dehydrogenase Inhibitors with Optimized Cell Activity and Pharmacokinetic Properties. J Med Chem 2020; 63:10984-11011. [PMID: 32902275 DOI: 10.1021/acs.jmedchem.0c00916] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Lactate dehydrogenase (LDH) catalyzes the conversion of pyruvate to lactate, with concomitant oxidation of reduced nicotinamide adenine dinucleotide as the final step in the glycolytic pathway. Glycolysis plays an important role in the metabolic plasticity of cancer cells and has long been recognized as a potential therapeutic target. Thus, potent, selective inhibitors of LDH represent an attractive therapeutic approach. However, to date, pharmacological agents have failed to achieve significant target engagement in vivo, possibly because the protein is present in cells at very high concentrations. We report herein a lead optimization campaign focused on a pyrazole-based series of compounds, using structure-based design concepts, coupled with optimization of cellular potency, in vitro drug-target residence times, and in vivo PK properties, to identify first-in-class inhibitors that demonstrate LDH inhibition in vivo. The lead compounds, named NCATS-SM1440 (43) and NCATS-SM1441 (52), possess desirable attributes for further studying the effect of in vivo LDH inhibition.
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Affiliation(s)
- Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Daniel J Urban
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Bryan T Mott
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Shyh-Ming Yang
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Gloria A Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Michelle S Johnson
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Giuseppe L Squadrito
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Kyle R Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Tobie D Lee
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Dorian M Cheff
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Hu Zhu
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Mark J Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Katherine Pohida
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Gary A Sulikowski
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - David M Dranow
- Beryllium Discovery Corp., 7869 Day Road West, Bainbridge Island, Washington 98110, United States
| | - Md Kabir
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Pranav Shah
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Elias Padilha
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Dingyin Tao
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Yuhong Fang
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Plamen P Christov
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Kwangho Kim
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Somnath Jana
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Pavan Muttil
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Tamara Anderson
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Nitesh K Kunda
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Helen J Hathaway
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Donna F Kusewitt
- Dept of Pathology, University of New Mexico Cancer Center, Albuquerque, New Mexico 87131, United States
| | - Nobu Oshima
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, 9000 Rockville Pike, Bethesda, Maryland 20892, United States
| | - Murali Cherukuri
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, 9000 Rockville Pike, Bethesda, Maryland 20892, United States
| | - Douglas R Davies
- Beryllium Discovery Corp., 7869 Day Road West, Bainbridge Island, Washington 98110, United States
| | - Jeffrey P Norenberg
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Larry A Sklar
- Dept of Pathology, University of New Mexico Cancer Center, Albuquerque, New Mexico 87131, United States
| | - William J Moore
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Chi V Dang
- Abramson Cancer Center, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States.,Ludwig Institute for Cancer Research, New York, New York 10017, United States
| | - Gordon M Stott
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Leonard Neckers
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, 9000 Rockville Pike, Bethesda, Maryland 20892, United States
| | - Andrew J Flint
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Victor M Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Alex G Waterson
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - David J Maloney
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
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9
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Goldsberry WN, Meza-Perez S, Katre AA, Londoño A, Mott BT, Arquiette JM, Randall TD, Cooper SJ, Norian LA, Arend RC. Abstract B77: PORCN inhibition prolongs survival, decreases tumor burden, and alters the immune microenvironment in ovarian cancer. Clin Cancer Res 2020. [DOI: 10.1158/1557-3265.ovca19-b77] [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
Background: Wnt/β-catenin pathway upregulation has been correlated with immune evasion in multiple cancers, including epithelial ovarian cancer (EOC). Porcupine (PORCN) is an enzyme necessary for cells to produce WNT ligand, which is necessary for the activation of the pathway. Our hypothesis was that the administration of a PORCN inhibitor (CGX1321) would decrease Wnt signaling and thereby lead to a decrease in immune evasion, creating a “hot” tumor microenvironment (TME), which would result in increased survival and a decrease tumor burden.
Methods: RNA sequencing was performed in a cohort of primary ovarian cancer samples. CGX1321 was administered to C57Bl6 mice injected intraperitoneally with ID8 or ID8p53−/− cells. Tumor growth was measured by bioluminescence and omental weight. H&E slides were analyzed for amount of tumor in the omentum. Amount of tumor-infiltrating lymphocytes (TILs), Tregs, dendritic cells (DCs), macrophages, and monocytes in the TME were quantified via flow cytometry. CD11c-cre x β-catenin-flox C57Bl6 mice, a mouse model with no DC-intrinsic β-catenin, and the administration of anti-CD8β antibody were used to evaluate tumor burden with and without CGX1321.
Results: Increased Wnt activity was correlated with a decreased T-cell signature in our human ovarian cancer samples. Treatment with CGX1321 prolonged survival (P=0.0001) and decreased omentum weight (P=0.0056) in mice injected with ID8 cells. H&E slides revealed decreased amount of tumor in the omentum with treatment. There was an increase of DCs (P=0.0159), macrophages (P=0.0079), and monocytes (P value=0.0079) with treatment, which was only significant for mice injected with ID8 cells, not ID8p53−/− mice. Tumor burden was decreased in CD11c-cre x β-catenin-flox mice (P=0.1014) without treatment, and with CGX 1321 treatment (P=0.0450). Tumor burden was not decreased with CGX1321 treatment in the absence of CD8+ T-cells (P=0.3175).
Conclusions: Consistent with EOC TCGA data, we identified a correlation between increased Wnt signaling and decreased T-cell signature (i.e., “cold” tumor). ID8 cells have a higher level of total β-catenin and expression of WNT related genes compared with ID8p53−/−, which may explain the prolonged survival, decreased tumor burden, and more profound increase of DCs, macrophages, and monocytes in the TME. This may suggest a reliance on these cells for tumor recognition with PORCN inhibition. Furthermore, tumor burden was decreased in a DC-intrinsic β-catenin absent model, suggesting the presence of β-catenin in this antigen-presenting cell contributes to immune evasion in the TME. The lack of effect of CGX1321 on tumor burden in the absence of CD8+ T-cells indicates a partial reliance on CD8+ T-cells for tumor recognition. These data warrant further investigation of Wnt inhibition in both preclinical models and clinical trials in EOC.
Citation Format: Whitney N. Goldsberry, Selene Meza-Perez, Ashwini A. Katre, Angelina Londoño, Bryan T. Mott, Jaclyn M. Arquiette, Troy D. Randall, Sara J. Cooper, Lyse A. Norian, Rebecca C. Arend. PORCN inhibition prolongs survival, decreases tumor burden, and alters the immune microenvironment in ovarian cancer [abstract]. In: Proceedings of the AACR Special Conference on Advances in Ovarian Cancer Research; 2019 Sep 13-16, 2019; Atlanta, GA. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(13_Suppl):Abstract nr B77.
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Affiliation(s)
| | | | | | | | - Bryan T. Mott
- 1University of Alabama at Birmingham, Birmingham, AL,
| | | | | | - Sara J. Cooper
- 2HudsonAlpha Institute for Biotechnology, Huntsville, AL
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10
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Goldsberry WN, Meza-Perez S, Londoño AI, Katre AA, Mott BT, Roane BM, Goel N, Wall JA, Cooper SJ, Norian LA, Randall TD, Birrer MJ, Arend RC. Inhibiting WNT Ligand Production for Improved Immune Recognition in the Ovarian Tumor Microenvironment. Cancers (Basel) 2020; 12:cancers12030766. [PMID: 32213921 PMCID: PMC7140065 DOI: 10.3390/cancers12030766] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [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: 03/02/2020] [Revised: 03/18/2020] [Accepted: 03/19/2020] [Indexed: 12/21/2022] Open
Abstract
In ovarian cancer, upregulation of the Wnt/β–catenin pathway leads to chemoresistance and correlates with T cell exclusion from the tumor microenvironment (TME). Our objectives were to validate these findings in an independent cohort of ovarian cancer subjects and determine whether inhibiting the Wnt pathway in a syngeneic ovarian cancer murine model could create a more T-cell-inflamed TME, which would lead to decreased tumor growth and improved survival. We preformed RNA sequencing in a cohort of human high grade serous ovarian carcinoma subjects. We used CGX1321, an inhibitor to the porcupine (PORCN) enzyme that is necessary for secretion of WNT ligand, in mice with established ID8 tumors, a murine ovarian cancer cell line. In order to investigate the effect of decreased Wnt/β–catenin pathway activity in the dendritic cells (DCs), we injected ID8 cells in mice that lacked β–catenin specifically in DCs. Furthermore, to understand how much the effects of blocking the Wnt/β–catenin pathway are dependent on CD8+ T cells, we injected ID8 cells into mice with CD8+ T cell depletion. We confirmed a negative correlation between Wnt activity and T cell signature in our cohort. Decreasing WNT ligand production resulted in increases in T cell, macrophage and dendritic cell functions, decreased tumor burden and improved survival. Reduced tumor growth was found in mice that lacked β–catenin specifically in DCs. When CD8+ T cells were depleted, CGX1321 treatment did not have the same magnitude of effect on tumor growth. Our investigation confirmed an increase in Wnt activity correlated with a decreased T-cell-inflamed environment; a relationship that was further supported in our pre-clinical model that suggests inhibiting the Wnt/β–catenin pathway was associated with decreased tumor growth and improved survival via a partial dependence on CD8+ T cells.
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Affiliation(s)
- Whitney N. Goldsberry
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
- Correspondence:
| | - Selene Meza-Perez
- Division of Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (S.M.-P.); (T.D.R.)
| | - Angelina I. Londoño
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
| | - Ashwini A. Katre
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
| | - Bryan T. Mott
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
| | - Brandon M. Roane
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
| | - Nidhi Goel
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
| | - Jaclyn A. Wall
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
| | - Sara J. Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA;
| | - Lyse A. Norian
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Troy D. Randall
- Division of Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (S.M.-P.); (T.D.R.)
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Michael J. Birrer
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Rebecca C. Arend
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (A.I.L.); (A.A.K.); (B.T.M.); (B.M.R.); (N.G.); (J.A.W.); (M.J.B.); (R.C.A.)
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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11
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Horton JR, Woodcock CB, Chen Q, Liu X, Zhang X, Shanks J, Rai G, Mott BT, Jansen DJ, Kales SC, Henderson MJ, Cyr M, Pohida K, Hu X, Shah P, Xu X, Jadhav A, Maloney DJ, Hall MD, Simeonov A, Fu H, Vertino PM, Cheng X. Structure-Based Engineering of Irreversible Inhibitors against Histone Lysine Demethylase KDM5A. J Med Chem 2018; 61:10588-10601. [PMID: 30392349 DOI: 10.1021/acs.jmedchem.8b01219] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The active sites of hundreds of human α-ketoglutarate (αKG) and Fe(II)-dependent dioxygenases are exceedingly well preserved, which challenges the design of selective inhibitors. We identified a noncatalytic cysteine (Cys481 in KDM5A) near the active sites of KDM5 histone H3 lysine 4 demethylases, which is absent in other histone demethylase families, that could be explored for interaction with the cysteine-reactive electrophile acrylamide. We synthesized analogs of a thienopyridine-based inhibitor chemotype, namely, 2-((3-aminophenyl)(2-(piperidin-1-yl)ethoxy)methyl)thieno[3,2- b]pyridine-7-carboxylic acid (N70) and a derivative containing a (dimethylamino)but-2-enamido)phenyl moiety (N71) designed to form a covalent interaction with Cys481. We characterized the inhibitory and binding activities against KDM5A and determined the cocrystal structures of the catalytic domain of KDM5A in complex with N70 and N71. Whereas the noncovalent inhibitor N70 displayed αKG-competitive inhibition that could be reversed after dialysis, inhibition by N71 was dependent on enzyme concentration and persisted even after dialysis, consistent with covalent modification.
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Affiliation(s)
- John R Horton
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States.,Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
| | - Clayton B Woodcock
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States
| | - Qin Chen
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States
| | - Xu Liu
- Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
| | - Xing Zhang
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States
| | - John Shanks
- Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
| | - Ganesha Rai
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Bryan T Mott
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Daniel J Jansen
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Stephen C Kales
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Mark J Henderson
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Matthew Cyr
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Katherine Pohida
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Xin Hu
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Pranav Shah
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Xin Xu
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - David J Maloney
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Matthew D Hall
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences , National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | | | | | - Xiaodong Cheng
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States.,Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
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12
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Pohida K, Maloney DJ, Mott BT, Rai G. Room-Temperature, Copper-Free Sonogashira Reactions Facilitated by Air-Stable, Monoligated Precatalyst [DTBNpP] Pd(crotyl)Cl. ACS Omega 2018; 3:12985-12998. [PMID: 31458021 PMCID: PMC6644404 DOI: 10.1021/acsomega.8b01868] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 09/26/2018] [Indexed: 05/03/2023]
Abstract
A novel application of [DTBNpP] Pd(crotyl)Cl (DTBNpP = di-tert-butylneopentylphosphine) (P2), an air-stable, commercially available palladium precatalyst that allows rapid access to a monoligated state, has been identified for room-temperature, copper-free Sonogashira couplings of challenging aryl bromides and alkynes. The mild reaction conditions with TMP in dimethyl sulfoxide afford up to 97% yields, excellent functional group tolerability, and broad reaction compatibility with access to one-pot indole formation.
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13
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Horton JR, Liu X, Wu L, Zhang K, Shanks J, Zhang X, Rai G, Mott BT, Jansen DJ, Kales SC, Henderson MJ, Pohida K, Fang Y, Hu X, Jadhav A, Maloney DJ, Hall MD, Simeonov A, Fu H, Vertino PM, Yan Q, Cheng X. Insights into the Action of Inhibitor Enantiomers against Histone Lysine Demethylase 5A. J Med Chem 2018. [PMID: 29537847 DOI: 10.1021/acs.jmedchem.8b00261] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Isomers of chiral drugs can exhibit marked differences in biological activities. We studied the binding and inhibitory activities of 12 compounds against KDM5A. Among them are two pairs of enantiomers representing two distinct inhibitor chemotypes, namely, ( R)- and ( S)-2-((2-chlorophenyl)(2-(piperidin-1-yl)ethoxy)methyl)-1 H-pyrrolo[3,2- b]pyridine-7-carboxylic acid (compounds N51 and N52) and ( R) - and ( S) -N-(1-(3-isopropyl-1 H-pyrazole-5-carbonyl)pyrrolidin-3-yl)cyclopropanecarboxamide (compounds N54 and N55). In vitro, the S enantiomer of the N51/N52 pair (N52) and the R enantiomer of the N54/N55 pair (N54) exhibited about 4- to 5-fold greater binding affinity. The more potent enzyme inhibition of KDM5A by the R-isoform for the cell-permeable N54/N55 pair translated to differences in growth inhibitory activity. We determined structures of the KDM5A catalytic domain in complex with all 12 inhibitors, which revealed the interactions (or lack thereof) responsible for the differences in binding affinity. These results provide insights to guide improvements in binding potency and avenues for development of cell permeable inhibitors of the KDM5 family.
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Affiliation(s)
- John R Horton
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States.,Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
| | - Xu Liu
- Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
| | - Lizhen Wu
- Department of Pathology , Yale School of Medicine , New Haven , Connecticut 06520 , United States
| | - Kai Zhang
- Department of Pathology , Yale School of Medicine , New Haven , Connecticut 06520 , United States
| | - John Shanks
- Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
| | - Xing Zhang
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States
| | - Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Bryan T Mott
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Daniel J Jansen
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Stephen C Kales
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Mark J Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Katherine Pohida
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Yuhong Fang
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - David J Maloney
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive , Rockville , Maryland 20850 , United States
| | | | | | - Qin Yan
- Department of Pathology , Yale School of Medicine , New Haven , Connecticut 06520 , United States
| | - Xiaodong Cheng
- Department of Molecular and Cellular Oncology , The University of Texas MD Anderson Cancer Center , Houston , Texas 77030 , United States.,Department of Biochemistry , Emory University School of Medicine , Atlanta , Georgia 30322 , United States
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14
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Rai G, Brimacombe KR, Mott BT, Urban DJ, Hu X, Yang SM, Lee TD, Cheff DM, Kouznetsova J, Benavides GA, Pohida K, Kuenstner EJ, Luci DK, Lukacs CM, Davies DR, Dranow DM, Zhu H, Sulikowski G, Moore WJ, Stott GM, Flint AJ, Hall MD, Darley-Usmar VM, Neckers LM, Dang CV, Waterson AG, Simeonov A, Jadhav A, Maloney DJ. Discovery and Optimization of Potent, Cell-Active Pyrazole-Based Inhibitors of Lactate Dehydrogenase (LDH). J Med Chem 2017; 60:9184-9204. [PMID: 29120638 PMCID: PMC5894102 DOI: 10.1021/acs.jmedchem.7b00941] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
We report the discovery and medicinal chemistry optimization of a novel series of pyrazole-based inhibitors of human lactate dehydrogenase (LDH). Utilization of a quantitative high-throughput screening paradigm facilitated hit identification, while structure-based design and multiparameter optimization enabled the development of compounds with potent enzymatic and cell-based inhibition of LDH enzymatic activity. Lead compounds such as 63 exhibit low nM inhibition of both LDHA and LDHB, submicromolar inhibition of lactate production, and inhibition of glycolysis in MiaPaCa2 pancreatic cancer and A673 sarcoma cells. Moreover, robust target engagement of LDHA by lead compounds was demonstrated using the cellular thermal shift assay (CETSA), and drug-target residence time was determined via SPR. Analysis of these data suggests that drug-target residence time (off-rate) may be an important attribute to consider for obtaining potent cell-based inhibition of this cancer metabolism target.
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Affiliation(s)
- Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Kyle R Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Bryan T Mott
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Daniel J Urban
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Shyh-Ming Yang
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Tobie D Lee
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Dorian M Cheff
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Jennifer Kouznetsova
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Gloria A Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham , Birmingham, Alabama 35294, United States
| | - Katie Pohida
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Eric J Kuenstner
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Diane K Luci
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Christine M Lukacs
- Beryllium Discovery Corp. , 7869 Day Road West, Bainbridge Island, Washington 98110, United States
| | - Douglas R Davies
- Beryllium Discovery Corp. , 7869 Day Road West, Bainbridge Island, Washington 98110, United States
| | - David M Dranow
- Beryllium Discovery Corp. , 7869 Day Road West, Bainbridge Island, Washington 98110, United States
| | - Hu Zhu
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Gary Sulikowski
- Vanderbilt Institute of Chemical Biology, Vanderbilt University , Nashville, Tennessee 37232, United States
| | - William J Moore
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research , Frederick, Maryland 21702, United States
| | - Gordon M Stott
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research , Frederick, Maryland 21702, United States
| | - Andrew J Flint
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research , Frederick, Maryland 21702, United States
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Victor M Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham , Birmingham, Alabama 35294, United States
| | - Leonard M Neckers
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute , 9000 Rockville Pike, Bethesda, Maryland 20892, United States
| | - Chi V Dang
- Abramson Cancer Center, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania , Philadephia, Pennsylvania 19104, United States
| | - Alex G Waterson
- Vanderbilt Institute of Chemical Biology, Vanderbilt University , Nashville, Tennessee 37232, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - David J Maloney
- National Center for Advancing Translational Sciences, National Institutes of Health , 9800 Medical Center Drive, Rockville, Maryland 20850, United States
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15
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Oshima N, Kishimoto S, Beebe K, Saito K, Yamamoto K, Brender J, Sowers A, Rai G, Mott BT, Maloney DJ, Mitchell JB, Cherukuri MK, Neckers LM. Abstract 2852: Monitoring the impact on metabolic flux in vivo of a newly developed LDH inhibitor using hyperpolarized 13C magnetic resonance spectroscopic imaging. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2852] [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
[aim] Increased lactate production is a feature of many neoplasms, and Lactate Dehydrogenase A (LDH-A) plays a key role in conversion of pyruvate to lactate. LDHA inhibition, therefore, is considered to be a promising approach toward developing a new therapeutic strategy for cancer treatment focused on targeting cancer metabolism. Non-invasive imaging approaches able to monitor metabolic fluxes in vivo will be useful for this purpose.
Hyperpolarized 13C Magnetic Resonance Imaging (MRI) has been well known as a valuable technology to investigate metabolic processes in tumor xenografts, allowing us to perform dynamic 13C-metabolic flux analysis in vivo. Use of [1-13C]pyruvate with this technology provides the ability to monitor LDHA activity in real time through dynamic observation of conversion of [1-13C]pyruvate to [1-13C]lactate.
This study aimed to monitor drug efficacy of a newly developed LDH inhibitor (LDHI, obtained from National Cancer Institute Experimental Therapeutics Program, NExT) in a xenograft tumor model using 13C MRI technology with hyperpolarized 13C-labeled pyruvate.
[Results] Hyperpolarized [1-13C]pyruvate MR studies were performed before and after LDHI administration to assess the impact on metabolic flux in vivo. Using hyperpolarized [1-13C]pyruvate MR Spectroscopy (MRS), we found that lactate production was significantly suppressed by LDHI administration in MiaPaca (a glycolytic pancreatic cancer cell line) tumors, as was the [1-13C]lactate to [1-13C]pyruvate ratio ([1-13C]-Lac/Pyr), which was calculated from the areas under the curves (AUC) using time-intensity data. This ratio decreased from 1.08 to 0.128 (88.1% decrease) 30 minutes after intravenous administration of the LDHI. In addition, hyperpolarized [1-13C]pyruvate MRS revealed that LDHI significantly suppressed lactate production in a dose dependent manner. Furthermore, Chemical Shift Imaging with 13C MRI demonstrated that the [1-13C]lactate signal in each voxel clearly decreased, compared to that before LDHI administration. The sum of [1-13C]lactate signals in the tumor region decreased after LDHI administration, resulting in a significant decrease in the tumor-specific [1-13C] Lac/Pyr ratio (1.463±0.31 before LDHI to 0.134±0.036 30 minutes after LDHI administration, a 90.67±2.56% decrease, n=3, p<0.01).
[Conclusions] These results indicate that hyperpolarized 13C-MRI is a useful method to evaluate on-target efficacy of novel LDH inhibitors in vivo, and this technique can be used to determine optimum dose and exposure time of the LDHI in the tumor region. The current method can be of great value in providing an in vivo pharmacodynamic biomarker for this novel anti-cancer therapeutic targeting deregulated tumor metabolism.
Citation Format: Nobu Oshima, Shun Kishimoto, Kristin Beebe, Keita Saito, Kazutoshi Yamamoto, Jeffery Brender, Anastasia Sowers, Ganesha Rai, Bryan T. Mott, David J. Maloney, James B. Mitchell, Murali K. Cherukuri, Leonard M. Neckers. Monitoring the impact on metabolic flux in vivo of a newly developed LDH inhibitor using hyperpolarized 13C magnetic resonance spectroscopic imaging [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2852. doi:10.1158/1538-7445.AM2017-2852
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Affiliation(s)
- Nobu Oshima
- 1National Cancer Institute, NIH, Bethesda, MD
| | | | | | - Keita Saito
- 1National Cancer Institute, NIH, Bethesda, MD
| | | | | | | | - Ganesha Rai
- 2National Center for Advancing Translational Sciences, NIH, Rockville, MD
| | - Bryan T. Mott
- 2National Center for Advancing Translational Sciences, NIH, Rockville, MD
| | - David J. Maloney
- 2National Center for Advancing Translational Sciences, NIH, Rockville, MD
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16
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Fox JM, Moynihan JR, Mott BT, Mazzone JR, Anders NM, Brown PA, Rudek MA, Liu JO, Arav-Boger R, Posner GH, Civin CI, Chen X. Artemisinin-derived dimer ART-838 potently inhibited human acute leukemias, persisted in vivo, and synergized with antileukemic drugs. Oncotarget 2016; 7:7268-79. [PMID: 26771236 PMCID: PMC4872784 DOI: 10.18632/oncotarget.6896] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [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: 09/17/2015] [Accepted: 01/06/2016] [Indexed: 01/08/2023] Open
Abstract
Artemisinins, endoperoxide-containing molecules, best known as antimalarials, have potent antineoplastic activity. The established antimalarial, artesunate (AS), and the novel artemisinin-derived trioxane diphenylphosphate dimer 838 (ART-838) inhibited growth of all 23 tested acute leukemia cell lines, reduced cell proliferation and clonogenicity, induced apoptosis, and increased intracellular levels of reactive oxygen species (ROS). ART-838 was 88-fold more potent that AS in vitro, inhibiting all leukemia cell lines at submicromolar concentrations. Both ART-838 and AS cooperated with several established antileukemic drugs and newer kinase inhibitors to inhibit leukemia cell growth. ART-838 had a longer plasma half-life than AS in immunodeficient NOD-SCID-IL2Rgnull (NSG) mice, remaining at effective antileukemic concentrations for >8h. Intermittent cycles of ART-838 inhibited growth of acute leukemia xenografts and primagrafts in NSG mice, at higher potency than AS. Based on these preclinical data, we propose that AS, with its established low toxicity and low cost, and ART-838, with its higher potency and longer persistence in vivo, should be further developed toward integration into antileukemic regimens.
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Affiliation(s)
- Jennifer M Fox
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - James R Moynihan
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Bryan T Mott
- Department of Chemistry, School of Arts and Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Jennifer R Mazzone
- Department of Chemistry, School of Arts and Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Nicole M Anders
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Patrick A Brown
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Michelle A Rudek
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Jun O Liu
- Department of Pharmacology and Molecular Science, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Ravit Arav-Boger
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, 21231, USA
| | - Gary H Posner
- Department of Chemistry, School of Arts and Sciences, Johns Hopkins University, Baltimore, MD 21218, USA.,Johns Hopkins Malaria Research Institute, Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Curt I Civin
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Xiaochun Chen
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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17
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Chen L, Wilson K, Goldlust I, Mott BT, Eastman R, Davis MI, Zhang X, McKnight C, Klumpp-Thomas C, Shinn P, Simmons J, Gormally M, Michael S, Thomas CJ, Ferrer M, Guha R. mQC: A Heuristic Quality-Control Metric for High-Throughput Drug Combination Screening. Sci Rep 2016; 6:37741. [PMID: 27883049 PMCID: PMC5121902 DOI: 10.1038/srep37741] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [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: 05/03/2016] [Accepted: 11/01/2016] [Indexed: 11/09/2022] Open
Abstract
Quality control (QC) metrics are critical in high throughput screening (HTS) platforms to ensure reliability and confidence in assay data and downstream analyses. Most reported HTS QC metrics are designed for plate level or single well level analysis. With the advent of high throughput combination screening there is a need for QC metrics that quantify the quality of combination response matrices. We introduce a predictive, interpretable, matrix-level QC metric, mQC, based on a mix of data-derived and heuristic features. mQC accurately reproduces the expert assessment of combination response quality and correctly identifies unreliable response matrices that can lead to erroneous or misleading characterization of synergy. When combined with the plate-level QC metric, Z', mQC provides a more appropriate determination of the quality of a drug combination screen. Retrospective analysis on a number of completed combination screens further shows that mQC is able to identify problematic screens whereas plate-level QC was not able to. In conclusion, our data indicates that mQC is a reliable QC filter that can be used to identify problematic drug combinations matrices and prevent further analysis on erroneously active combinations as well as for troubleshooting failed screens. The R source code of mQC is available at http://matrix.ncats.nih.gov/mQC.
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Affiliation(s)
- Lu Chen
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Kelli Wilson
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Ian Goldlust
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Bryan T. Mott
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Richard Eastman
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Mindy I. Davis
- National Institute of Allergy and Infectious Diseases (NIAID), Rockville, MD 20852, USA
| | - Xiaohu Zhang
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Crystal McKnight
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Carleen Klumpp-Thomas
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Paul Shinn
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - John Simmons
- Laboratory of Cancer Biology and Genetics, National Cancer Institute (NCI), Bethesda, MD 20892, USA
| | - Mike Gormally
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Sam Michael
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Craig J. Thomas
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Marc Ferrer
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
| | - Rajarshi Guha
- Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), Rockville, MD 20850, USA
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18
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Varadarajan J, McWilliams MJ, Mott BT, Thomas CJ, Smith SJ, Hughes SH. Drug resistant integrase mutants cause aberrant HIV integrations. Retrovirology 2016; 13:71. [PMID: 27682062 PMCID: PMC5041404 DOI: 10.1186/s12977-016-0305-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 09/19/2016] [Indexed: 12/21/2022] Open
Abstract
Background
HIV-1 integrase is the target for three FDA-approved drugs, raltegravir, elvitegravir, and dolutegravir. All three drugs bind at the active site of integrase and block the strand transfer step of integration. We previously showed that sub-optimal doses of the anti-HIV drug raltegravir can cause aberrant HIV integrations that are accompanied by a variety of deletions, duplications, insertions and inversions of the adjacent host sequences. Results We show here that a second drug, elvitegravir, also causes similar aberrant integrations. More importantly, we show that at least two of the three clinically relevant drug resistant integrase mutants we tested, N155H and G140S/Q148H, which reduce the enzymatic activity of integrase, can cause the same sorts of aberrant integrations, even in the absence of drugs. In addition, these drug resistant mutants have an elevated IC50 for anti-integrase drugs, and concentrations of the drugs that would be optimal against the WT virus are suboptimal for the mutants. Conclusions We previously showed that suboptimal doses of a drug that binds to the HIV enzyme integrase and blocks the integration of a DNA copy of the viral genome into host DNA can cause aberrant integrations that involve rearrangements of the host DNA. We show here that suboptimal doses of a second anti-integrase drug can cause similar aberrant integrations. We also show that drug-resistance mutations in HIV integrase can also cause aberrant integrations, even in the absence of an anti-integrase drug. HIV DNA integrations in the oncogenes BACH2 and MKL2 that do not involve rearrangements of the viral or host DNA can stimulate the proliferation of infected cells. Based on what is known about the association of DNA rearrangements and the activation of oncogenes in human tumors, it is possible that some of the deletions, duplications, insertions, and inversions of the host DNA that accompany aberrant HIV DNA integrations could increase the chances that HIV integrations could lead to the development of a tumor. Electronic supplementary material The online version of this article (doi:10.1186/s12977-016-0305-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Janani Varadarajan
- HIV Dynamics and Replication Program, Vector Design and Replication Section, National Cancer Institute-Frederick, 1050 Boyles Street, Bldg. 539, Room 130A, Frederick, MD, 21702, USA.,Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, TN, 37232, USA
| | - Mary Jane McWilliams
- HIV Dynamics and Replication Program, Vector Design and Replication Section, National Cancer Institute-Frederick, 1050 Boyles Street, Bldg. 539, Room 130A, Frederick, MD, 21702, USA
| | - Bryan T Mott
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Craig J Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Steven J Smith
- HIV Dynamics and Replication Program, Vector Design and Replication Section, National Cancer Institute-Frederick, 1050 Boyles Street, Bldg. 539, Room 130A, Frederick, MD, 21702, USA
| | - Stephen H Hughes
- HIV Dynamics and Replication Program, Vector Design and Replication Section, National Cancer Institute-Frederick, 1050 Boyles Street, Bldg. 539, Room 130A, Frederick, MD, 21702, USA.
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19
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Horton JR, Liu X, Gale M, Wu L, Shanks JR, Zhang X, Webber PJ, Bell JSK, Kales SC, Mott BT, Rai G, Jansen DJ, Henderson MJ, Urban DJ, Hall MD, Simeonov A, Maloney DJ, Johns MA, Fu H, Jadhav A, Vertino PM, Yan Q, Cheng X. Structural Basis for KDM5A Histone Lysine Demethylase Inhibition by Diverse Compounds. Cell Chem Biol 2016; 23:769-781. [PMID: 27427228 DOI: 10.1016/j.chembiol.2016.06.006] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 05/15/2016] [Accepted: 06/04/2016] [Indexed: 12/12/2022]
Abstract
The KDM5/JARID1 family of Fe(II)- and α-ketoglutarate-dependent demethylases removes methyl groups from methylated lysine 4 of histone H3. Accumulating evidence supports a role for KDM5 family members as oncogenic drivers. We compare the in vitro inhibitory properties and binding affinity of ten diverse compounds with all four family members, and present the crystal structures of the KDM5A-linked Jumonji domain in complex with eight of these inhibitors in the presence of Mn(II). All eight inhibitors structurally examined occupy the binding site of α-ketoglutarate, but differ in their specific binding interactions, including the number of ligands involved in metal coordination. We also observed inhibitor-induced conformational changes in KDM5A, particularly those residues involved in the binding of α-ketoglutarate, the anticipated peptide substrate, and intramolecular interactions. We discuss how particular chemical moieties contribute to inhibitor potency and suggest strategies that might be utilized in the successful design of selective and potent epigenetic inhibitors.
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Affiliation(s)
- John R Horton
- Department of Biochemistry, Emory University, Atlanta, GA 30322, USA
| | - Xu Liu
- Department of Biochemistry, Emory University, Atlanta, GA 30322, USA
| | - Molly Gale
- Department of Pathology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Lizhen Wu
- Department of Pathology, Yale School of Medicine, New Haven, CT 06520, USA
| | - John R Shanks
- Department of Biochemistry, Emory University, Atlanta, GA 30322, USA
| | - Xing Zhang
- Department of Biochemistry, Emory University, Atlanta, GA 30322, USA
| | - Philip J Webber
- Department of Pharmacology, Emory University, Atlanta, GA 30322, USA; Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA 30322, USA
| | - Joshua S K Bell
- Department of Radiation Oncology, Emory University, Atlanta, GA 30322, USA
| | - Stephen C Kales
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Bryan T Mott
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Daniel J Jansen
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Mark J Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Daniel J Urban
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - David J Maloney
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Margaret A Johns
- Department of Pharmacology, Emory University, Atlanta, GA 30322, USA; Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA 30322, USA
| | - Haian Fu
- Department of Pharmacology, Emory University, Atlanta, GA 30322, USA; Department of Hematology and Medical Oncology, Emory University, Atlanta, GA 30322, USA; Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA 30322, USA; The Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Paula M Vertino
- Department of Radiation Oncology, Emory University, Atlanta, GA 30322, USA; The Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Qin Yan
- Department of Pathology, Yale School of Medicine, New Haven, CT 06520, USA.
| | - Xiaodong Cheng
- Department of Biochemistry, Emory University, Atlanta, GA 30322, USA; The Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA.
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20
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Mott BT, Eastman RT, Guha R, Sherlach KS, Siriwardana A, Shinn P, McKnight C, Michael S, Lacerda-Queiroz N, Patel PR, Khine P, Sun H, Kasbekar M, Aghdam N, Fontaine SD, Liu D, Mierzwa T, Mathews-Griner LA, Ferrer M, Renslo AR, Inglese J, Yuan J, Roepe PD, Su XZ, Thomas CJ. High-throughput matrix screening identifies synergistic and antagonistic antimalarial drug combinations. Sci Rep 2015; 5:13891. [PMID: 26403635 PMCID: PMC4585899 DOI: 10.1038/srep13891] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 08/07/2015] [Indexed: 01/22/2023] Open
Abstract
Drug resistance in Plasmodium parasites is a constant threat. Novel therapeutics, especially new drug combinations, must be identified at a faster rate. In response to the urgent need for new antimalarial drug combinations we screened a large collection of approved and investigational drugs, tested 13,910 drug pairs, and identified many promising antimalarial drug combinations. The activity of known antimalarial drug regimens was confirmed and a myriad of new classes of positively interacting drug pairings were discovered. Network and clustering analyses reinforced established mechanistic relationships for known drug combinations and identified several novel mechanistic hypotheses. From eleven screens comprising >4,600 combinations per parasite strain (including duplicates) we further investigated interactions between approved antimalarials, calcium homeostasis modulators, and inhibitors of phosphatidylinositide 3-kinases (PI3K) and the mammalian target of rapamycin (mTOR). These studies highlight important targets and pathways and provide promising leads for clinically actionable antimalarial therapy.
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Affiliation(s)
- Bryan T. Mott
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Richard T. Eastman
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Rajarshi Guha
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Katy S. Sherlach
- Department of Chemistry, Georgetown University, 37th and O St., NW, Washington, DC
| | - Amila Siriwardana
- Department of Chemistry, Georgetown University, 37th and O St., NW, Washington, DC
| | - Paul Shinn
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Crystal McKnight
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Sam Michael
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Norinne Lacerda-Queiroz
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Paresma R. Patel
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Pwint Khine
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Hongmao Sun
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Monica Kasbekar
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Nima Aghdam
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
- Department of Chemistry, Georgetown University, 37th and O St., NW, Washington, DC
| | - Shaun D. Fontaine
- Department of Pharmaceutical Chemistry, Small Molecule Discovery Center, University of California, San Francisco, CA
| | - Dongbo Liu
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Tim Mierzwa
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Lesley A. Mathews-Griner
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Marc Ferrer
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
| | - Adam R. Renslo
- Department of Pharmaceutical Chemistry, Small Molecule Discovery Center, University of California, San Francisco, CA
| | - James Inglese
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Jing Yuan
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Paul D. Roepe
- Department of Chemistry, Georgetown University, 37th and O St., NW, Washington, DC
- Department of Biochemistry, Cellular and Molecular Biology and Center for Infectious Diseases, Georgetown University, 37th and O St., NW, Washington, DC
| | - Xin-zhuan Su
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Craig J. Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD
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21
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Sullivan DJ, Liu Y, Mott BT, Kaludov N, Martinov MN. Discovery of Novel Liver-Stage Antimalarials through Quantum Similarity. PLoS One 2015; 10:e0125593. [PMID: 25951139 PMCID: PMC4423929 DOI: 10.1371/journal.pone.0125593] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [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: 12/22/2014] [Accepted: 03/24/2015] [Indexed: 11/23/2022] Open
Abstract
Without quantum theory any understanding of molecular interactions is incomplete. In principal, chemistry, and even biology, can be fully derived from non-relativistic quantum mechanics. In practice, conventional quantum chemical calculations are computationally too intensive and time consuming to be useful for drug discovery on more than a limited basis. A previously described, original, quantum-based computational process for drug discovery and design bridges this gap between theory and practice, and allows the application of quantum methods to large-scale in silico identification of active compounds. Here, we show the results of this quantum-similarity approach applied to the discovery of novel liver-stage antimalarials. Testing of only five of the model-predicted compounds in vitro and in vivo hepatic stage drug inhibition assays with P. berghei identified four novel chemical structures representing three separate quantum classes of liver-stage antimalarials. All four compounds inhibited liver-stage Plasmodium as a single oral dose in the quantitative PCR mouse liver-stage sporozoites-challenge model. One of the newly identified compounds, cethromycin [ABT-773], a macrolide-quinoline hybrid, is a drug with an extensive (over 5,000 people) safety profile warranting its exploitation as a new weapon for the current effort of malaria eradication. The results of our molecular modeling exceed current state-of-the-art computational methods. Drug discovery through quantum similarity is data-driven, agnostic to any particular target or disease process that can evaluate multiple phenotypic, target-specific, or co-crystal structural data. This allows the incorporation of additional pharmacological requirements, as well as rapid exploration of novel chemical spaces for therapeutic applications.
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Affiliation(s)
- David J. Sullivan
- W. Harry Feinstone Department of Molecular Micorbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
- * E-mail: (DJS); (MNM)
| | - Yi Liu
- W. Harry Feinstone Department of Molecular Micorbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Bryan T. Mott
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States of America
| | - Nikola Kaludov
- Gradient Biomodeling LLC, Park City, Utah, United States of America
| | - Martin N. Martinov
- Gradient Biomodeling LLC, Park City, Utah, United States of America
- * E-mail: (DJS); (MNM)
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22
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Marchand C, Huang SYN, Dexheimer TS, Lea WA, Mott BT, Chergui A, Naumova A, Stephen AG, Rosenthal AS, Rai G, Murai J, Gao R, Maloney DJ, Jadhav A, Jorgensen WL, Simeonov A, Pommier Y. Biochemical assays for the discovery of TDP1 inhibitors. Mol Cancer Ther 2014; 13:2116-26. [PMID: 25024006 DOI: 10.1158/1535-7163.mct-13-0952] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Drug screening against novel targets is warranted to generate biochemical probes and new therapeutic drug leads. TDP1 and TDP2 are two DNA repair enzymes that have yet to be successfully targeted. TDP1 repairs topoisomerase I-, alkylation-, and chain terminator-induced DNA damage, whereas TDP2 repairs topoisomerase II-induced DNA damage. Here, we report the quantitative high-throughput screening (qHTS) of the NIH Molecular Libraries Small Molecule Repository using recombinant human TDP1. We also developed a secondary screening method using a multiple loading gel-based assay where recombinant TDP1 is replaced by whole cell extract (WCE) from genetically engineered DT40 cells. While developing this assay, we determined the importance of buffer conditions for testing TDP1, and most notably the possible interference of phosphate-based buffers. The high specificity of endogenous TDP1 in WCE allowed the evaluation of a large number of hits with up to 600 samples analyzed per gel via multiple loadings. The increased stringency of the WCE assay eliminated a large fraction of the initial hits collected from the qHTS. Finally, inclusion of a TDP2 counter-screening assay allowed the identification of two novel series of selective TDP1 inhibitors.
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Affiliation(s)
- Christophe Marchand
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute;
| | - Shar-yin N Huang
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute
| | - Thomas S Dexheimer
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Wendy A Lea
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Bryan T Mott
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Adel Chergui
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute
| | - Alena Naumova
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute
| | - Andrew G Stephen
- Cancer Research Technology Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland; and
| | - Andrew S Rosenthal
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Ganesha Rai
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Junko Murai
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute
| | - Rui Gao
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute
| | - David J Maloney
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | | | - Anton Simeonov
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, Bethesda
| | - Yves Pommier
- Developmental Therapeutics Branch and Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute;
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23
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Conyers RC, Mazzone JR, Siegler MA, Tripathi AK, Sullivan DJ, Mott BT, Posner GH. The survival times of malaria-infected mice are prolonged more by several new two-carbon-linked artemisinin-derived dimer carbamates than by the trioxane antimalarial drug artemether. Bioorg Med Chem Lett 2014; 24:1285-9. [PMID: 24508128 PMCID: PMC3943161 DOI: 10.1016/j.bmcl.2014.01.059] [Citation(s) in RCA: 13] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 01/13/2014] [Accepted: 01/21/2014] [Indexed: 10/25/2022]
Abstract
Sixteen new artemisinin-derived 2-carbon-linked trioxane dimers were prepared to study chemical structure/antimalarial activity relationships (SAR). Administering a very low single oral dose of only 5mg/kg of dimer secondary alcohol 6a or 6b plus 15 mg/kg of mefloquine hydrochloride prolonged the lives of Plasmodium berghei-infected mice to an average of 25 days after infection. This ACT chemotherapy result is of high medicinal significance because the antimalarial efficacy of the popular trioxane drug artemether (2) plus mefloquine under the same conditions was significantly lower (only 20 day average survival). NH-aryl carbamate derivatives 7e, 7i, and 7j of 2-carbon-linked dimer alcohol 6b also significantly outperformed artemether (2) in prolonging the survival times (25-27 days) of malaria-infected mice.
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Affiliation(s)
- Ryan C Conyers
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, United States
| | - Jennifer R Mazzone
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, United States
| | - Maxime A Siegler
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, United States
| | - Abhai K Tripathi
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD 21205, United States; The Johns Hopkins Malaria Research Institute, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD 21205, United States
| | - David J Sullivan
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD 21205, United States; The Johns Hopkins Malaria Research Institute, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD 21205, United States
| | - Bryan T Mott
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, United States
| | - Gary H Posner
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, United States; The Johns Hopkins Malaria Research Institute, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD 21205, United States.
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24
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Schiller R, Scozzafava G, Tumber A, Wickens JR, Bush JT, Rai G, Lejeune C, Choi H, Yeh TL, Chan MC, Mott BT, McCullagh JSO, Maloney DJ, Schofield CJ, Kawamura A. A cell-permeable ester derivative of the JmjC histone demethylase inhibitor IOX1. ChemMedChem 2014; 9:566-71. [PMID: 24504543 PMCID: PMC4503230 DOI: 10.1002/cmdc.201300428] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Indexed: 12/24/2022]
Abstract
The 2-oxoglutarate (2OG)-dependent Jumonji C domain (JmjC) family is the largest family of histone lysine demethylases. There is interest in developing small-molecule probes that modulate JmjC activity to investigate their biological roles. 5-Carboxy-8-hydroxyquinoline (IOX1) is the most potent broad-spectrum inhibitor of 2OG oxygenases, including the JmjC demethylases, reported to date; however, it suffers from low cell permeability. Here, we describe structure–activity relationship studies leading to the discovery of an n-octyl ester form of IOX1 with improved cellular potency (EC50 value of 100 to 4 μm). These findings are supported by in vitro inhibition and selectivity studies, docking studies, activity versus toxicity analysis in cell cultures, and intracellular uptake measurements. The n-octyl ester was found to have improved cell permeability; it was found to inhibit some JmjC demethylases in its intact ester form and to be more selective than IOX1. The n-octyl ester of IOX1 should find utility as a starting point for the development of JmjC inhibitors and as a use as a cell-permeable tool compound for studies investigating the roles of 2OG oxygenases in epigenetic regulation.
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Affiliation(s)
- Rachel Schiller
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Mansfield Road, Oxford, OX1 3TA (UK)
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25
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Treger RS, Otchere J, Keil MF, Quagraine JE, Rai G, Mott BT, Humphries DL, Wilson M, Cappello M, Vermeire JJ. In vitro screening of compounds against laboratory and field isolates of human hookworm reveals quantitative differences in anthelmintic susceptibility. Am J Trop Med Hyg 2013; 90:71-4. [PMID: 24297811 DOI: 10.4269/ajtmh.12-0547] [Citation(s) in RCA: 8] [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: 01/10/2023] Open
Abstract
A panel of 80 compounds was screened for anthelmintic activity against a laboratory strain of Ancylostoma ceylanicum and field isolates of hookworm obtained from school children in the Kintampo North District of the Brong Ahafo Region of Ghana. Although the laboratory strain of A. ceylanicum was more susceptible to the compounds tested than the field isolates of hookworm, a twofold increase in compound concentration resulted in comparable egg hatch percent inhibition for select compounds. These data provide evidence that the efficacy of anthelmintic compounds may be species-dependent and that field and laboratory strains of hookworm differ in their sensitivities to the anthelmintics tested. These data also suggest that both compound concentration and hookworm species must be considered when screening to identify novel anthelmintic compounds.
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Affiliation(s)
- Rebecca S Treger
- Department of Pediatrics and Program in International Child Health, Yale University School of Medicine, New Haven, Connecticut; Noguchi Memorial Institute for Medical Research, University of Ghana, Legon, Ghana; Chemical Genomics Center, National Institutes of Health, Bethesda, Maryland; Yale School of Public Health, Yale University, New Haven, Connecticut
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26
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Mott BT, He R, Chen X, Fox JM, Civin CI, Arav-Boger R, Posner GH. Artemisinin-derived dimer phosphate esters as potent anti-cytomegalovirus (anti-CMV) and anti-cancer agents: a structure-activity study. Bioorg Med Chem 2013; 21:3702-7. [PMID: 23673218 PMCID: PMC3685872 DOI: 10.1016/j.bmc.2013.04.027] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [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: 03/21/2013] [Revised: 04/09/2013] [Accepted: 04/15/2013] [Indexed: 02/08/2023]
Abstract
We recently reported the anti-cancer and anti-cytomegalovirus (CMV) activity of artemisinin-derived trioxane diphenylphosphate dimer 838. To probe the relationship between chemical structure and anti-CMV and anti-cancer activities, we now report synthesis and evaluation of a series of eight new dimer phosphate ester analogs of 838. This series of novel molecules was screened against human foreskin fibroblasts (HFFs) infected with CMV and against the human Jurkat T cell acute lymphoblastic leukemia cell line. This SAR study confirms the very high anti-CMV and anti-cancer potencies of dimer diphenyl phosphate ester 838 without its being toxic to normal cells.
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Affiliation(s)
- Bryan T. Mott
- Department of Chemistry, School of Arts and Sciences, Johns Hopkins University, Baltimore, Maryland 21218
| | - Ran He
- Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
| | - Xiaochun Chen
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland, Baltimore, Maryland 21201
| | - Jennifer M. Fox
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland, Baltimore, Maryland 21201
| | - Curt I. Civin
- Center for Stem Cell Biology & Regenerative Medicine, Departments of Pediatrics and Physiology, University of Maryland, Baltimore, Maryland 21201
| | - Ravit Arav-Boger
- Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
| | - Gary H. Posner
- Department of Chemistry, School of Arts and Sciences, Johns Hopkins University, Baltimore, Maryland 21218
- Malaria Research Institute, Bloomberg School of Public Health, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
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27
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Mathews LA, Guha R, Shinn P, Young RM, Lim KH, Keller J, Liu D, Yasgar A, McKnight C, Boxer MB, Duveau DY, Jiang JK, Michael S, Mott BT, Patel PR, Leister W, Maloney DJ, LeClair CA, Rai G, Jadhav A, Peyser BD, Austin CP, Martin S, Simeonov A, Ferrer M, Staudt L, Thomas CJ. Abstract 4543: High-throughput combination screening identifies novel drug-drug pairings for a Bruton's tyrosine kinase inhibitor against the ABC subtype of diffuse large B-cell lymphomas. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-4543] [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
The vast majority of cancer treatments currently administered to patients consist of combinations of more than one drug via routine infusions that adhere to specific dosing schedules. It is thought that this multi-arm and time dependent approach will kill not only the tumor cells within the primary site, but also any metastatic lesions, and importantly, any circulating tumor cells (CTCs) which may still exist in the blood. Combination therapies have also been developed as a means to reduce general cytotoxic side effects and prevent resistance and recurrence. Our labs have recently developed a high throughput screening platform to test compounds in pair-wise combinations to rapidly and systematically identify additive, synergistic and antagonistic drug combinations. This HTS capability can easily generate hundreds of dose response matrices in a single study and can increase significantly when applied to multiple cell lines. We are using this combination screening platform with in vitro models from both established cell lines and primary patient material, and we expect it will serve as a very valuable tool and a starting point when designing clinical trials after these combinations show promise within in vivo models. In a proof of concept study, we tested combinations of compounds that effectively kill 2 established lines of the ABC sub-type of diffuse large B-cell lymphoma (DLBCL); TMD8 and HBL1. We will present the infrastructure and methods that we have developed to implement the combination screens, visualize data from the combination dose response comparisons and numerically compare combinations in terms of their response matrices. We will also describe how this approach allows us to investigate putative polypharmacological effects that play a role in compound combination responses. Finally, we will show the results of a combination screen with TMD8 and HBL1 cells, including the identification of a novel drug-drug combination for the BTK inhibitor ibrutinib (PCI-32765) which is of both basic and translational interest for the treatment of DLBCL.
Citation Format: Lesley A. Mathews, Rajarshi Guha, Paul Shinn, Ryan M. Young, Kian-Huat Lim, Jonathan Keller, Dongbo Liu, Adam Yasgar, Crystal McKnight, Matthew B. Boxer, Damien Y. Duveau, Jian-kang Jiang, Sam Michael, Bryan T. Mott, Paresma R. Patel, William Leister, David J. Maloney, Christopher A. LeClair, Ganesha Rai, Ajit Jadhav, Brian D. Peyser, Christopher P. Austin, Scott Martin, Anton Simeonov, Marc Ferrer, Louis Staudt, Craig J. Thomas. High-throughput combination screening identifies novel drug-drug pairings for a Bruton's tyrosine kinase inhibitor against the ABC subtype of diffuse large B-cell lymphomas. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 4543. doi:10.1158/1538-7445.AM2013-4543
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Affiliation(s)
- Lesley A. Mathews
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Rajarshi Guha
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Paul Shinn
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Ryan M. Young
- 2Metabolism Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Kian-Huat Lim
- 2Metabolism Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Jonathan Keller
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Dongbo Liu
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Adam Yasgar
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Crystal McKnight
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Matthew B. Boxer
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Damien Y. Duveau
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Jian-kang Jiang
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Sam Michael
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Bryan T. Mott
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Paresma R. Patel
- 3SAIC-Frederick, Frederick National Laboratory for Cancer Research, National Institutes of Health, Frederick, MD
| | - William Leister
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - David J. Maloney
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Christopher A. LeClair
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Ganesha Rai
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Ajit Jadhav
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Brian D. Peyser
- 4Information Technology Branch, Developmental Therapeutics Program, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Christopher P. Austin
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Scott Martin
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Anton Simeonov
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Marc Ferrer
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
| | - Louis Staudt
- 2Metabolism Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Craig J. Thomas
- 1Division of Preclinical Innovation, National Center for Advancing Transnational Sciences, National Institutes of Health, Rockville, MD
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Mott BT, Tripathi A, Siegler MA, Moore CD, Sullivan DJ, Posner GH. Synthesis and antimalarial efficacy of two-carbon-linked, artemisinin-derived trioxane dimers in combination with known antimalarial drugs. J Med Chem 2013; 56:2630-41. [PMID: 23425037 DOI: 10.1021/jm400058j] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Malaria continues to be a difficult disease to eradicate largely because of the widespread populations it affects and the resistance that malaria parasites have developed against once very potent therapies. The natural product artemisinin has been a boon for antimalarial chemotherapy, as artemisinin combination therapy (ACT) has become the first line of chemotherapy. Because the threat of resistance is always on the horizon, it is imperative to continually identify new treatments, comprising both advanced analogues of all antimalarial drugs, especially artemisinin, and the exploration of novel combinations, ideally with distinct mechanisms of action. Here we report for the first time the synthesis of a series of two-carbon-linked artemisinin-derived dimers, their unique structural features, and demonstration of their antimalarial efficacy via single oral dose administration in two 60-day survival studies of Plasmodium berghei infected mice. Several of the new endoperoxide chemical entities consistently demonstrated excellent antimalarial efficacy, and combinations with two non-peroxide antimalarial drugs have been studied.
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Affiliation(s)
- Bryan T Mott
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland, 21218, USA.
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Mott BT, Cheng KCC, Guha R, Kommer VP, Williams DL, Vermeire JJ, Cappello M, Maloney DJ, Rai G, Jadhav A, Simeonov A, Inglese J, Posner GH, Thomas CJ. A furoxan-amodiaquine hybrid as a potential therapeutic for three parasitic diseases(). Medchemcomm 2012; 3:1505-1511. [PMID: 23205265 PMCID: PMC3509744 DOI: 10.1039/c2md20238g] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Parasitic diseases continue to have a devastating impact on human populations worldwide. Lack of effective treatments, the high cost of existing ones, and frequent emergence of resistance to these agents provide a strong argument for the development of novel therapies. Here we report the results of a hybrid approach designed to obtain a dual acting molecule that would demonstrate activity against a variety of parasitic targets. The antimalarial drug amodiaquine has been covalently joined with a nitric oxide-releasing furoxan to achieve multiple mechanisms of action. Using in vitro and ex vivo assays, the hybrid molecule shows activity against three parasites - Plasmodium falciparum, Schistosoma mansoni, and Ancylostoma ceylanicum.
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Affiliation(s)
- Bryan T. Mott
- Department of Chemistry, Zanvyl Krieger School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland, 21218, USA
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Ken Chih-Chien Cheng
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Rajarshi Guha
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Valerie P. Kommer
- Department of Immunology and Microbiology, Rush University Medical Center, 1735 West Harrison Street, Chicago, Illinois, 60612, USA
| | - David L. Williams
- Department of Immunology and Microbiology, Rush University Medical Center, 1735 West Harrison Street, Chicago, Illinois, 60612, USA
| | - Jon J. Vermeire
- Department of Pediatrics, Yale Child Health Research Center, Yale University Medical School, 464 Congress Avenue, New Haven, CT 06520, USA
| | - Michael Cappello
- Department of Pediatrics, Yale Child Health Research Center, Yale University Medical School, 464 Congress Avenue, New Haven, CT 06520, USA
| | - David J. Maloney
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Ganesha Rai
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Ajit Jadhav
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Anton Simeonov
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - James Inglese
- Department of Chemistry, Zanvyl Krieger School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland, 21218, USA
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Gary H. Posner
- Department of Chemistry, Zanvyl Krieger School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland, 21218, USA
- The Johns Hopkins Malaria Research Institute, Bloomberg School of Public Health, Baltimore, Maryland, 21205, USA
| | - Craig J. Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, 20892, USA
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McCoy ES, Lea WA, Mott BT, Maloney DJ, Jadhav A, Simeonov A, Zylka MJ. High-throughput screen identifies cyclic nucleotide analogs that inhibit prostatic acid phosphatase. ACTA ACUST UNITED AC 2012. [PMID: 23190738 DOI: 10.1177/1087057112468613] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The secretory and transmembrane isoforms of prostatic acid phosphatase (PAP) can dephosphorylate extracellular adenosine 5'-monophosphate (AMP) to adenosine, classifying PAP as an ectonucleotidase. Currently, there are no compounds that inhibit PAP in living cells. To identify small-molecule modulators of PAP, we used a 1536-well-based quantitative high-throughput fluorogenic assay to screen the Library of Pharmacologically Active Compounds (LOPAC(1280)) arrayed as eight-concentration dilution series. This fluorogenic assay used difluoro-4-methylumbelliferyl phosphate as substrate and collected data in kinetic mode. Candidate hits were subsequently tested in an orthogonal absorbance-based biochemical assay that used AMP as substrate. From these initial screens, three inhibitors of secretory human (h) and mouse (m)PAP were identified: 8-(4-chlorophenylthio) cAMP (pCPT-cAMP), calmidazolium chloride, and nalidixic acid. These compounds did not inhibit recombinant alkaline phosphatase. Of these compounds, only pCPT-cAMP and a related cyclic nucleotide analog (8-[4-chlorophenylthio] cGMP; pCPT-cGMP) inhibited the ectonucleotidase activity of transmembrane PAP in a cell-based assay. These cyclic nucleotides are structurally similar to AMP but cannot be hydrolyzed by PAP. In summary, we identified two cyclic nucleotide analogs that inhibit secretory and transmembrane PAP in vitro and in live cells.
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Affiliation(s)
- Eric S McCoy
- University of North Carolina, Chapel Hill, NC 27599-7545, USA
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31
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Slack RD, Mott BT, Woodard LE, Tripathi A, Sullivan D, Nenortas E, Girdwood SCT, Shapiro TA, Posner GH. Correction to Malaria-Infected Mice Are Completely Cured by One 6 mg/kg Oral Dose of a New Monomeric Trioxane Sulfide Combined with Mefloquine. J Med Chem 2012. [DOI: 10.1021/jm300104m] [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: 11/29/2022]
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Abstract
Despite an increased investment in research and development, there has been a steady decline in the number of drugs brought to market over the past 40 years. The tools of personalized medicine are refining diseases into molecular categories, and future therapeutics may be dictated by a patient's molecular profile relative to these categories. The adoption of a personalized medicine approach to drug development may improve the success rate by minimizing variability during each phase of the drug development process. This chapter describes the current paradigm of drug development and then discusses how molecular profiling/personalized medicine might be used to improve upon this paradigm.
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Affiliation(s)
- Robin D Couch
- Department of Chemistry and Biochemistry, George Mason University, Manassas, VA, USA.
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33
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Slack RD, Mott BT, Woodard LE, Tripathi A, Triphati A, Sullivan D, Nenortas E, Girdwood SCT, Shapiro TA, Posner GH. Malaria-infected mice are completely cured by one 6 mg/kg oral dose of a new monomeric trioxane sulfide combined with mefloquine. J Med Chem 2011; 55:291-6. [PMID: 22128829 DOI: 10.1021/jm201214d] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Sixteen new anilide derivatives of the natural trioxane artemisinin were prepared and evaluated for antimalarial efficacy in Plasmodium berghei infected mice. Of these 16 new anilides administered orally as one 6 mg/kg dose combined with 18 mg/kg mefloquine hydrochloride, only sulfide 3-arteSanilide 12d was completely curative: on day 30 after infection, all mice in this group had no detectable parasitemia, gained as much weight as the uninfected control mice, and behaved normally.
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Affiliation(s)
- Rachel D Slack
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218-2685, United States
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34
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He R, Mott BT, Rosenthal AS, Genna DT, Posner GH, Arav-Boger R. An artemisinin-derived dimer has highly potent anti-cytomegalovirus (CMV) and anti-cancer activities. PLoS One 2011; 6:e24334. [PMID: 21904628 PMCID: PMC3164168 DOI: 10.1371/journal.pone.0024334] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Accepted: 08/06/2011] [Indexed: 12/20/2022] Open
Abstract
We recently reported that two artemisinin-derived dimers (dimer primary alcohol 606 and dimer sulfone 4-carbamate 832-4) are significantly more potent in inhibiting human cytomegalovirus (CMV) replication than artemisinin-derived monomers. In our continued evaluation of the activities of artemisinins in CMV inhibition, twelve artemisinin-derived dimers and five artemisinin-derived monomers were used. Dimers as a group were found to be potent inhibitors of CMV replication. Comparison of CMV inhibition and the slope parameter of dimers and monomers suggest that dimers are distinct in their anti-CMV activities. A deoxy dimer (574), lacking the endoperoxide bridge, did not have any effect on CMV replication, suggesting a role for the endoperoxide bridge in CMV inhibition. Differences in anti-CMV activity were observed among three structural analogs of dimer sulfone 4-carbamate 832-4 indicating that the exact placement and oxidation state of the sulfur atom may contribute to its anti-CMV activity. Of all tested dimers, artemisinin-derived diphenyl phosphate dimer 838 proved to be the most potent inhibitor of CMV replication, with a selectivity index of approximately 1500, compared to our previously reported dimer sulfone 4-carbamate 832-4 with a selectivity index of about 900. Diphenyl phosphate dimer 838 was highly active against a Ganciclovir-resistant CMV strain and was also the most active dimer in inhibition of cancer cell growth. Thus, diphenyl phosphate dimer 838 may represent a lead for development of a highly potent and safe anti-CMV compound.
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Affiliation(s)
- Ran He
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Bryan T. Mott
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Andrew S. Rosenthal
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Douglas T. Genna
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Gary H. Posner
- Department of Chemistry, School of Arts and Sciences, The Johns Hopkins University, Baltimore, Maryland, United States of America
- Malaria Research Institute, Bloomberg School of Public Health, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Ravit Arav-Boger
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
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35
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Rosenthal AS, Tanega C, Shen M, Mott BT, Bougie JM, Nguyen DT, Misteli T, Auld DS, Maloney DJ, Thomas CJ. Potent and selective small molecule inhibitors of specific isoforms of Cdc2-like kinases (Clk) and dual specificity tyrosine-phosphorylation-regulated kinases (Dyrk). Bioorg Med Chem Lett 2011; 21:3152-8. [PMID: 21450467 PMCID: PMC3085634 DOI: 10.1016/j.bmcl.2011.02.114] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [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: 01/31/2011] [Revised: 02/24/2011] [Accepted: 02/28/2011] [Indexed: 11/22/2022]
Abstract
Continued examination of substituted 6-arylquinazolin-4-amines as Clk4 inhibitors resulted in selective inhibitors of Clk1, Clk4, Dyrk1A and Dyrk1B. Several of the most potent inhibitors were validated as being highly selective within a comprehensive kinome scan.
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Affiliation(s)
- Andrew S. Rosenthal
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - Cordelle Tanega
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - Min Shen
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - Bryan T. Mott
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - James M. Bougie
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - Dac-Trung Nguyen
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - Tom Misteli
- Cell Biology of Genomes, National Cancer Institute, NIH, 41 Library Drive, Bethesda, MD 20892 USA
| | - Douglas S. Auld
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - David J. Maloney
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
| | - Craig J. Thomas
- NIH Chemical Genomics Center, National Human Genome Research Institute, NIH 9800 Medical Center Drive, MSC 3370 Bethesda, MD 20892-3370 USA
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36
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Ferreira RS, Simeonov A, Jadhav A, Eidam O, Mott BT, Keiser MJ, McKerrow JH, Maloney DJ, Irwin JJ, Shoichet BK. Complementarity between a docking and a high-throughput screen in discovering new cruzain inhibitors. J Med Chem 2010; 53:4891-905. [PMID: 20540517 PMCID: PMC2895358 DOI: 10.1021/jm100488w] [Citation(s) in RCA: 159] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2010] [Indexed: 12/13/2022]
Abstract
Virtual and high-throughput screens (HTS) should have complementary strengths and weaknesses, but studies that prospectively and comprehensively compare them are rare. We undertook a parallel docking and HTS screen of 197861 compounds against cruzain, a thiol protease target for Chagas disease, looking for reversible, competitive inhibitors. On workup, 99% of the hits were eliminated as false positives, yielding 146 well-behaved, competitive ligands. These fell into five chemotypes: two were prioritized by scoring among the top 0.1% of the docking-ranked library, two were prioritized by behavior in the HTS and by clustering, and one chemotype was prioritized by both approaches. Determination of an inhibitor/cruzain crystal structure and comparison of the high-scoring docking hits to experiment illuminated the origins of docking false-negatives and false-positives. Prioritizing molecules that are both predicted by docking and are HTS-active yields well-behaved molecules, relatively unobscured by the false-positives to which both techniques are individually prone.
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Affiliation(s)
- Rafaela S. Ferreira
- Graduate Program in Chemistry and Chemical Biology
- Department of Pharmaceutical Chemistry
- Sandler Center for Basic Research in Parasitic Diseases
| | - Anton Simeonov
- NIH Chemical Genomics Center, Bethesda, Maryland 20892-3370
| | - Ajit Jadhav
- NIH Chemical Genomics Center, Bethesda, Maryland 20892-3370
| | | | - Bryan T. Mott
- NIH Chemical Genomics Center, Bethesda, Maryland 20892-3370
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37
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Hencken CP, Jones-Brando L, Bordón C, Stohler R, Mott BT, Yolken R, Posner GH, Woodard LE. Thiazole, oxadiazole, and carboxamide derivatives of artemisinin are highly selective and potent inhibitors of Toxoplasma gondii. J Med Chem 2010; 53:3594-601. [PMID: 20373807 DOI: 10.1021/jm901857d] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We have prepared 23 new dehydroartemisinin (DART) trioxane derivatives (11 thiazoles, 2 oxadiazoles, and 10 carboxamides) and have screened them for in vitro activity in the Toxoplasma lytic cycle. Fifteen (65%) of the derivatives were noncytotoxic to host cells (TD(50) > or = 320 microM). Eight thiazole derivatives and two carboxamide derivatives displayed effective inhibition of Toxoplasma growth (IC(50) = 0.25-0.42 microM), comparable in potency to artemether (IC(50) = 0.31 microM) and >100 times more inhibitory than the currently employed front-line drug trimethoprim (IC(50) = 46 microM). The thiazoles as a group were more effective than the other derivatives at inhibiting growth of extracellular as well as intracellular parasites. Unexpectedly, two thiazole trioxanes (5 and 6) were parasiticidal; both inhibited parasite replication irreversibly after parasite exposure to 10 microM of drug for 24 h, whereas the standard trioxane drugs artemisinin and artemether were not parasiticidal. Some of the new derivatives of artemisinin described here represent effective anti-Toxoplasma trioxanes as well as molecular probes for elucidating the mechanism of action of the DART class of artemisinin derivatives.
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Affiliation(s)
- Christopher P Hencken
- Department of Chemistry, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218, USA.
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38
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Tanega C, Shen M, Mott BT, Thomas CJ, MacArthur R, Inglese J, Auld DS. Comparison of bioluminescent kinase assays using substrate depletion and product formation. Assay Drug Dev Technol 2010; 7:606-14. [PMID: 20059377 DOI: 10.1089/adt.2009.0230] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Assays for ATPases have been enabled for high-throughput screening (HTS) by employing firefly luciferase to detect the remaining ATP in the assay. However, for any enzyme assay, measurement of product formation is a more sensitive assay design. Recently, technologies that allow detection of the ADP product from ATPase reactions have been described using fluorescent methods of detection. We describe here the characterization of a bioluminescent assay that employs firefly luciferase in a coupled-enzyme assay format to enable detection of ADP levels from ATPase assays (ADP-Glo, Promega Corp.). We determined the performance of the ADP-Glo assay in 1,536-well microtiter plates using the protein kinase Clk4 and a 1,352 member kinase focused combinatorial library. The ADP-Glo assay was compared to the Clk4 assay performed using a bioluminescence ATP-depletion format (Kinase-Glo, Promega Corp). We performed this analysis using quantitative HTS (qHTS) where we determined potency values for all library members and identified approximately 300 compounds with potencies ranging from as low as 50 nM to >10 microM, yielding a robust dataset for the comparison. Both assay formats showed high performance (Z'-factors approximately 0.9) and showed a similar potency distribution for the actives. We conclude that the bioluminescence ADP detection assay system is a viable generic alternative to the widely used ATP-depletion assay for ATPases and discuss the advantages and disadvantages of both approaches.
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Affiliation(s)
- Cordelle Tanega
- NIH Chemical Genomics Center, National Institutes of Health, Bethesda, Maryland, USA
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39
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Mott BT, Ferreira RS, Simeonov A, Jadhav A, Ang KKH, Leister W, Shen M, Silveira JT, Doyle PS, Arkin MR, McKerrow JH, Inglese J, Austin CP, Thomas CJ, Shoichet BK, Maloney DJ. Identification and optimization of inhibitors of Trypanosomal cysteine proteases: cruzain, rhodesain, and TbCatB. J Med Chem 2010; 53:52-60. [PMID: 19908842 DOI: 10.1021/jm901069a] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Trypanosoma cruzi and Trypanosoma brucei are parasites that cause Chagas' disease and African sleeping sickness, respectively. Both parasites rely on essential cysteine proteases for survival: cruzain for T. cruzi and TbCatB/rhodesain for T. brucei. A recent quantitative high-throughput screen of cruzain identified triazine nitriles, which are known inhibitors of other cysteine proteases, as reversible inhibitors of the enzyme. Structural modifications detailed herein, including core scaffold modification from triazine to purine, improved the in vitro potency against both cruzain and rhodesain by 350-fold, while also gaining activity against T. brucei parasites. Selected compounds were screened against a panel of human cysteine and serine proteases to determine selectivity, and a cocrystal was obtained of our most potent analogue bound to cruzain.
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Affiliation(s)
- Bryan T Mott
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, MSC 3370 Bethesda, Maryland 20892-3370, USA
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40
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Jadhav A, Ferreira RS, Klumpp C, Mott BT, Austin CP, Inglese J, Thomas CJ, Maloney DJ, Shoichet BK, Simeonov A. Quantitative analyses of aggregation, autofluorescence, and reactivity artifacts in a screen for inhibitors of a thiol protease. J Med Chem 2010; 53:37-51. [PMID: 19908840 DOI: 10.1021/jm901070c] [Citation(s) in RCA: 180] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The perceived and actual burden of false positives in high-throughput screening has received considerable attention; however, few studies exist on the contributions of distinct mechanisms of nonspecific effects like chemical reactivity, assay signal interference, and colloidal aggregation. Here, we analyze the outcome of a screen of 197861 diverse compounds in a concentration-response format against the cysteine protease cruzain, a target expected to be particularly sensitive to reactive compounds, and using an assay format with light detection in the short-wavelength region where significant compound autofluorescence is typically encountered. Approximately 1.9% of all compounds screened were detergent-sensitive inhibitors. The contribution from autofluorescence and compounds bearing reactive functionalities was dramatically lower: of all hits, only 1.8% were autofluorescent and 1.5% contained reactive or undesired functional groups. The distribution of false positives was relatively constant across library sources. The simple step of including detergent in the assay buffer suppressed the nonspecific effect of approximately 93% of the original hits.
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Affiliation(s)
- Ajit Jadhav
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892-3370, USA
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Mott BT, Tanega C, Shen M, Maloney DJ, Shinn P, Leister W, Marugan JJ, Inglese J, Austin CP, Misteli T, Auld DS, Thomas CJ. Evaluation of substituted 6-arylquinazolin-4-amines as potent and selective inhibitors of cdc2-like kinases (Clk). Bioorg Med Chem Lett 2009; 19:6700-5. [PMID: 19837585 DOI: 10.1016/j.bmcl.2009.09.121] [Citation(s) in RCA: 55] [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] [Received: 08/13/2009] [Revised: 09/29/2009] [Accepted: 09/30/2009] [Indexed: 12/30/2022]
Abstract
A series of substituted 6-arylquinazolin-4-amines were prepared and analyzed as inhibitors of Clk4. Synthesis, structure-activity relationships and the selectivity of a potent analogue against a panel of 402 kinases are presented. Inhibition of Clk4 by these agents at varied concentrations of assay substrates (ATP and receptor peptide) highly suggests that this chemotype is an ATP competitive inhibitor. Molecular docking provides further evidence that inhibition is the result of binding at the kinase hinge region. Selected compounds represent novel tools capable of potent and selective inhibition of Clk1, Clk4, and Dyrk1A.
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Affiliation(s)
- Bryan T Mott
- NIH Chemical Genomics Center, National Human Genome Research Institute, Bethesda, MD 20892-3370, USA
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42
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Marinello J, Marchand C, Mott BT, Bain A, Thomas CJ, Pommier Y. Comparison of raltegravir and elvitegravir on HIV-1 integrase catalytic reactions and on a series of drug-resistant integrase mutants. Biochemistry 2008; 47:9345-54. [PMID: 18702518 DOI: 10.1021/bi800791q] [Citation(s) in RCA: 116] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
HIV-1 integrase (IN) is the molecular target of the newly approved anti-AIDS drug raltegravir (MK-0518, Isentress) while elvitegravir (GS-9137, JTK-303) is in clinical trials. The aims of the present study were (1) to investigate and compare the effects of raltegravir and elvitegravir on the three IN-mediated reactions, 3'-processing (3'-P), strand transfer (ST), and disintegration, (2) to determine the biochemical activities of seven IN mutants (T66I, L74M, E92Q, F121Y, Q148K, S153Y, and N155H) previously selected from drug-resistant patients and isolates, and (3) to determine the resistance profile for raltegravir and elvitegravir in those IN mutants. Our findings demonstrate that both raltegravir and elvitegravir are potent IN inhibitors and are highly selective for the ST reaction of IN. Elvitegravir was more potent than raltegravir, but neither drug could block disintegration. All resistance mutations were at least partially impaired for ST. Q148K was also markedly impaired for 3'-P. Both drugs exhibited a parallel resistance profile, although resistance was generally greater for elvitegravir. Q148K and T66I conferred the highest resistance to both drugs while S153Y conferred relatively greater resistance to elvitegravir than raltegravir. Drug resistance could not be overcome by preincubating the drugs with IN, consistent with the binding of raltegravir and elvitegravir at the IN-DNA interface. Finally, we found an inverse correlation between resistance and catalytic activity of the IN mutants.
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Affiliation(s)
- Jessica Marinello
- Laboratory of Molecular Pharmacology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 37 Convent Drive, Bethesda, Maryland 20892, USA
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Rajapakse HA, Zhu H, Young MB, Mott BT. A mild and efficient one pot synthesis of 1,3,4-oxadiazoles from carboxylic acids and acyl hydrazides. Tetrahedron Lett 2006. [DOI: 10.1016/j.tetlet.2006.05.051] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Bhattacharjee AK, Geyer JA, Woodard CL, Kathcart AK, Nichols DA, Prigge ST, Li Z, Mott BT, Waters NC. A three-dimensional in silico pharmacophore model for inhibition of Plasmodium falciparum cyclin-dependent kinases and discovery of different classes of novel Pfmrk specific inhibitors. J Med Chem 2004; 47:5418-26. [PMID: 15481979 DOI: 10.1021/jm040108f] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The cell division cycle is regulated by a family of cyclin-dependent protein kinases (CDKs) that are functionally conserved among many eukaryotic species. The characterization of plasmodial CDKs has identified them as a leading antimalarial drug target in our laboratory. We have developed a three-dimensional QSAR pharmacophore model for inhibition of a Plasmodium falciparum CDK, known as Pfmrk, from a set of fifteen structurally diverse kinase inhibitors with a wide range of activity. The model was found to contain two hydrogen bond acceptor functions and two hydrophobic sites including one aromatic-ring hydrophobic site. Although the model was not developed from X-ray structural analysis of the known CDK2 structure, it is consistent with the structure-functional requirements for binding of the CDK inhibitors in the ATP binding pocket. Using the model as a template, a search of the in-house three-dimensional multiconformer database resulted in the discovery of sixteen potent Pfmrk inhibitors. The predicted inhibitory activities of some of these Pfmrk inhibitors from the molecular model agree exceptionally well with the experimental inhibitory values from the in vitro CDK assay.
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Affiliation(s)
- Apurba K Bhattacharjee
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910-7500, USA.
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