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Willdigg JR, Patel Y, Arquilevich BE, Subramanian C, Frank MW, Rock CO, Helmann JD. The Bacillus subtilis cell envelope stress-inducible ytpAB operon modulates membrane properties and contributes to bacitracin resistance. J Bacteriol 2024; 206:e0001524. [PMID: 38323910 PMCID: PMC10955860 DOI: 10.1128/jb.00015-24] [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: 01/12/2024] [Accepted: 01/17/2024] [Indexed: 02/08/2024] Open
Abstract
Antibiotics that inhibit peptidoglycan synthesis trigger the activation of both specific and general protective responses. σM responds to diverse antibiotics that inhibit cell wall synthesis. Here, we demonstrate that cell wall-inhibiting drugs, such as bacitracin and cefuroxime, induce the σM-dependent ytpAB operon. YtpA is a predicted hydrolase previously proposed to generate the putative lysophospholipid antibiotic bacilysocin (lysophosphatidylglycerol), and YtpB is the branchpoint enzyme for the synthesis of membrane-localized C35 terpenoids. Using targeted lipidomics, we reveal that YtpA is not required for the production of lysophosphatidylglycerol. Nevertheless, ytpA was critical for growth in a mutant strain defective for homeoviscous adaptation due to a lack of genes for the synthesis of branched chain fatty acids and the Des phospholipid desaturase. Consistently, overexpression of ytpA increased membrane fluidity as monitored by fluorescence anisotropy. The ytpA gene contributes to bacitracin resistance in mutants additionally lacking the bceAB or bcrC genes, which directly mediate bacitracin resistance. These epistatic interactions support a model in which σM-dependent induction of the ytpAB operon helps cells tolerate bacitracin stress, either by facilitating the flipping of the undecaprenyl phosphate carrier lipid or by impacting the assembly or function of membrane-associated complexes involved in cell wall homeostasis.IMPORTANCEPeptidoglycan synthesis inhibitors include some of our most important antibiotics. In Bacillus subtilis, peptidoglycan synthesis inhibitors induce the σM regulon, which is critical for intrinsic antibiotic resistance. The σM-dependent ytpAB operon encodes a predicted hydrolase (YtpA) and the enzyme that initiates the synthesis of C35 terpenoids (YtpB). Our results suggest that YtpA is critical in cells defective in homeoviscous adaptation. Furthermore, we find that YtpA functions cooperatively with the BceAB and BcrC proteins in conferring intrinsic resistance to bacitracin, a peptide antibiotic that binds tightly to the undecaprenyl-pyrophosphate lipid carrier that sustains peptidoglycan synthesis.
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Affiliation(s)
| | - Yesha Patel
- Department of Microbiology, Cornell University, Ithaca, New York, USA
| | | | - Chitra Subramanian
- Department of Host Microbe Interactions, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Matthew W. Frank
- Department of Host Microbe Interactions, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Charles O. Rock
- Department of Host Microbe Interactions, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - John D. Helmann
- Department of Microbiology, Cornell University, Ithaca, New York, USA
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Amatya E, Subramanian C, Cohen MS, Blagg BSJ. Development of Hsp90 C-terminal inhibitors with noviomimetics that manifest anti-proliferative activities. RSC Med Chem 2024; 15:888-894. [PMID: 38516588 PMCID: PMC10953479 DOI: 10.1039/d3md00529a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 01/12/2024] [Indexed: 03/23/2024] Open
Abstract
Inhibition of the Hsp90 C-terminal domain offers a promising opportunity to treat numerous diseases/indications. Furthermore, the development of Hsp90 C-terminal inhibitors (CTIs) is advantageous over N-terminal inhibitors because it avoids the detriments associated with induction of the heat shock response (HSR). However, the lack of co-crystal structures of small molecules bound to the C-terminus have hindered their development. Therefore, structure-activity relationship (SAR) studies have been pursued to optimize such inhibitors. Noviose sugar surrogates, also known as noviomimetics have been prepared to investigate the size and nature of the C-terminal domain binding pocket. Herein, we report the synthesis and anti-proliferative activity manifested by this new series of Hsp90 C-terminal inhibitors.
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Affiliation(s)
- Eva Amatya
- Department of Chemistry and Biochemistry, Warren Center for Drug Discovery, University of Notre Dame Notre Dame Indiana 46556 USA
| | - Chitra Subramanian
- Cancer Center at Illinois, University of Illinois Urbana-Champaign Urbana Illinois 61801 USA
| | - Mark S Cohen
- Cancer Center at Illinois, University of Illinois Urbana-Champaign Urbana Illinois 61801 USA
| | - Brian S J Blagg
- Department of Chemistry and Biochemistry, Warren Center for Drug Discovery, University of Notre Dame Notre Dame Indiana 46556 USA
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Subramanian C, Frank MW, Sukhun R, Henry CE, Wade A, Harden ME, Rao S, Tangallapally R, Yun MK, White SW, Lee RE, Sinha U, Rock CO, Jackowski S. Pantothenate Kinase Activation Restores Brain Coenzyme A in a Mouse Model of Pantothenate Kinase-Associated Neurodegeneration. J Pharmacol Exp Ther 2024; 388:171-180. [PMID: 37875310 DOI: 10.1124/jpet.123.001919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 09/28/2023] [Indexed: 10/26/2023] Open
Abstract
Pantothenate kinase-associated neurodegeneration (PKAN) is characterized by a motor disorder with combinations of dystonia, parkinsonism, and spasticity, leading to premature death. PKAN is caused by mutations in the PANK2 gene that result in loss or reduction of PANK2 protein function. PANK2 is one of three kinases that initiate and regulate coenzyme A biosynthesis from vitamin B5, and the ability of BBP-671, an allosteric activator of pantothenate kinases, to enter the brain and elevate coenzyme A was investigated. The metabolic stability, protein binding, and membrane permeability of BBP-671 all suggest that it has the physical properties required to cross the blood-brain barrier. BBP-671 was detected in plasma, liver, cerebrospinal fluid, and brain following oral administration in rodents, demonstrating the ability of BBP-671 to penetrate the brain. The pharmacokinetic and pharmacodynamic properties of orally administered BBP-671 evaluated in cannulated rats showed that coenzyme A (CoA) concentrations were elevated in blood, liver, and brain. BBP-671 elevation of whole-blood acetyl-CoA served as a peripheral pharmacodynamic marker and provided a suitable method to assess target engagement. BBP-671 treatment elevated brain coenzyme A concentrations and improved movement and body weight in a PKAN mouse model. Thus, BBP-671 crosses the blood-brain barrier to correct the brain CoA deficiency in a PKAN mouse model, resulting in improved locomotion and survival and providing a preclinical foundation for the development of BBP-671 as a potential treatment of PKAN. SIGNIFICANCE STATEMENT: The blood-brain barrier represents a major hurdle for drugs targeting brain metabolism. This work describes the pharmacokinetic/pharmacodynamic properties of BBP-671, a pantothenate kinase activator. BBP-671 crosses the blood-brain barrier to correct the neuron-specific coenzyme A (CoA) deficiency and improve motor function in a mouse model of pantothenate kinase-associated neurodegeneration. The central role of CoA and acetyl-CoA in intermediary metabolism suggests that pantothenate kinase activators may be useful in modifying neurological metabolic disorders.
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Affiliation(s)
- Chitra Subramanian
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Matthew W Frank
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Rajaa Sukhun
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Christopher E Henry
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Anna Wade
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Mallory E Harden
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Satish Rao
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Rajendra Tangallapally
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Mi-Kyung Yun
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Stephen W White
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Richard E Lee
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Uma Sinha
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Charles O Rock
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
| | - Suzanne Jackowski
- Departments of Infectious Diseases (C.S., M.W.F., C.O.R., S.J.), Chemical Biology and Therapeutics (R.T., R.E.L.), Structural Biology (M.-K.Y., S.W.W.), and St. Jude Graduate School of Biomedical Sciences (S.W.W.), St. Jude Children's Research Hospital, Memphis, Tennessee; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee (S.W.W., C.O.R.); and CoA Therapeutics, Inc., a BridgeBio Pharma, Inc. Company, Palo Alto, California (R.S., C.E.H., A.W., M.E.H., S.R., U.S.)
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Bishop TR, Subramanian C, Bilotta EM, Garnar-Wortzel L, Ramos AR, Zhang Y, Asiaban JN, Ott CJ, Rock CO, Erb MA. Acetyl-CoA biosynthesis drives resistance to histone acetyltransferase inhibition. Nat Chem Biol 2023; 19:1215-1222. [PMID: 37127754 PMCID: PMC10538425 DOI: 10.1038/s41589-023-01320-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 03/23/2023] [Indexed: 05/03/2023]
Abstract
Histone acetyltransferases (HATs) are implicated as both oncogene and nononcogene dependencies in diverse human cancers. Acetyl-CoA-competitive HAT inhibitors have emerged as potential cancer therapeutics and the first clinical trial for this class of drugs is ongoing (NCT04606446). Despite these developments, the potential mechanisms of therapeutic response and evolved drug resistance remain poorly understood. Having discovered that multiple regulators of de novo coenzyme A (CoA) biosynthesis can modulate sensitivity to CBP/p300 HAT inhibition (PANK3, PANK4 and SLC5A6), we determined that elevated acetyl-CoA concentrations can outcompete drug-target engagement to elicit acquired drug resistance. This not only affects structurally diverse CBP/p300 HAT inhibitors, but also agents related to an investigational KAT6A/B HAT inhibitor that is currently in Phase 1 clinical trials. Altogether, this work uncovers CoA metabolism as an unexpected liability of anticancer HAT inhibitors and will therefore buoy future efforts to optimize the efficacy of this new form of targeted therapy.
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Affiliation(s)
- Timothy R Bishop
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Eric M Bilotta
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | | | - Anissa R Ramos
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Yuxiang Zhang
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Joshua N Asiaban
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Christopher J Ott
- Massachusetts General Hospital Cancer Center, Charlestown, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Michael A Erb
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA.
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Subramanian C, Yun MK, Frank MM, Rock CO. Lysophosphatidylglycerol (LPG) phospholipase D maintains membrane homeostasis in Staphylococcus aureus by converting LPG to lysophosphatidic acid. J Biol Chem 2023; 299:104863. [PMID: 37236358 PMCID: PMC10404611 DOI: 10.1016/j.jbc.2023.104863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 05/28/2023] Open
Abstract
Lysophospholipids are deacylated derivatives of their bilayer forming phospholipid counterparts that are present at low concentrations in cells. Phosphatidylglycerol (PG) is the principal membrane phospholipid in Staphylococcus aureus and lysophosphatidylglycerol (LPG) is detected in low abundance. Here, we used a mass spectrometry screen to identify locus SAUSA300_1020 as the gene responsible for maintaining low concentrations of 1-acyl-LPG in S. aureus. The SAUSA300_1020 gene encodes a protein with a predicted amino terminal transmembrane α-helix attached to a globular glycerophosphodiester phosphodiesterase (GDPD) domain. We determined that the purified protein lacking the hydrophobic helix (LpgDΔN) possesses cation-dependent lysophosphatidylglycerol phospholipase D activity that generates both lysophosphatidic acid (LPA) and cyclic-LPA products and hydrolyzes cyclic-LPA to LPA. Mn2+ was the highest affinity cation and stabilized LpgDΔN to thermal denaturation. LpgDΔN was not specific for the phospholipid headgroup and degraded 1-acyl-LPG, but not 2-acyl-LPG. Furthermore, a 2.1 Å crystal structure shows that LpgDΔN adopts the GDPD variation of the TIM barrel architecture except for the length and positioning of helix α6 and sheet β7. These alterations create a hydrophobic diffusion path for LPG to access the active site. The LpgD active site has the canonical GDPD metal binding and catalytic residues, and our biochemical characterization of site-directed mutants support a two-step mechanism involving a cyclic-LPA intermediate. Thus, the physiological function of LpgD in S. aureus is to convert LPG to LPA, which is re-cycled into the PG biosynthetic pathway at the LPA acyltransferase step to maintain membrane PG molecular species homeostasis.
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Affiliation(s)
- Chitra Subramanian
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Mi-Kyung Yun
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Matthew M Frank
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Charles O Rock
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA.
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Subramanian C, Frank MW, Yun MK, Rock CO. The Phospholipase A1 Activity of Glycerol Ester Hydrolase (Geh) Is Responsible for Extracellular 2-12( S)-Methyltetradecanoyl-Lysophosphatidylglycerol Production in Staphylococcus aureus. mSphere 2023; 8:e0003123. [PMID: 36976028 PMCID: PMC10117073 DOI: 10.1128/msphere.00031-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023] Open
Abstract
Phosphatidylglycerol (PG) is the major membrane phospholipid of Staphylococcus aureus and predominately consists of molecular species with ≥16-carbon acyl chains in the 1-position and anteiso 12(S)-methyltetradecaonate (a15) esterified at the 2-position. The analysis of the growth media for PG-derived products shows S. aureus releases essentially pure 2-12(S)-methyltetradecanoyl-sn-glycero-3-phospho-1'-sn-glycerol (a15:0-LPG) derived from the hydrolysis of the 1-position of PG into the environment. The cellular lysophosphatidylglycerol (LPG) pool is dominated by a15-LPG but also consists of ≥16-LPG species arising from the removal of the 2-position. Mass tracing experiments confirmed a15-LPG was derived from isoleucine metabolism. A screen of candidate secreted lipase knockout strains pinpointed glycerol ester hydrolase (geh) as the gene required for generating extracellular a15-LPG, and complementation of a Δgeh strain with a Geh expression plasmid restored extracellular a15-LPG formation. Orlistat, a covalent inhibitor of Geh, also attenuated extracellular a15-LPG accumulation. Purified Geh hydrolyzed the 1-position acyl chain of PG and generated only a15-LPG from a S. aureus lipid mixture. The Geh product was 2-a15-LPG, which spontaneously isomerizes with time to a mixture of 1- and 2-a15-LPG. Docking PG in the Geh active site provides a structural rationale for the positional specificity of Geh. These data demonstrate a physiological role for Geh phospholipase A1 activity in S. aureus membrane phospholipid turnover. IMPORTANCE Glycerol ester hydrolase, Geh, is an abundant secreted lipase whose expression is controlled by the accessory gene regulator (Agr) quorum-sensing signal transduction pathway. Geh is thought to have a role in virulence based on its ability to hydrolyze host lipids at the infection site to provide fatty acids for membrane biogenesis and substrates for oleate hydratase, and Geh inhibits immune cell activation by hydrolyzing lipoprotein glycerol esters. The discovery that Geh is the major contributor to the formation and release of a15-LPG reveals an unappreciated physiological role for Geh acting as a phospholipase A1 in the degradation of S. aureus membrane phosphatidylglycerol. The role(s) for extracellular a15-LPG in S. aureus biology remain to be elucidated.
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Affiliation(s)
- Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - My-Kyung Yun
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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Dou X, Guo H, D'Amico T, Abdallah L, Subramanian C, Patel BA, Cohen M, Rubinstein JL, Blagg B. CryoEM Structure with ATP Synthase Enables Late-stage Diversification of Cruentaren A. Chemistry 2023; 29:e202300262. [PMID: 36867738 DOI: 10.1002/chem.202300262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 02/23/2023] [Accepted: 03/02/2023] [Indexed: 03/05/2023]
Abstract
Cruentaren A is a natural product that exhibits potent antiproliferative activity against various cancer cell lines, yet its binding site within ATP synthase remained unknown, limiting the development of improved analogues as anticancer agents. Herein, we report the cryogenic electron microscopy (cryoEM) structure of cruentaren A bound to ATP synthase, which allowed for the design of new inhibitors via semisynthetic modification. Examples of cruentaren A derivatives include a trans-alkene isomer, which was found to exhibit similar activity as cruentaren A against three cancer cell lines as well as several other analogues that retained potent inhibitory activity. Together, these studies provide a foundation for the generation of cruentaren A derivatives as potential therapeutics for the treatment of cancer.
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Affiliation(s)
| | - Hui Guo
- Hospital For Sick Children: Great Ormond Street Hospital For Children NHS Foundation Trust, medical biophysics, CANADA
| | | | - Leah Abdallah
- University of Michigan Medical Center: University of Michigan Hospital, surgery, UNITED STATES
| | - Chitra Subramanian
- University of Michigan Medical Center: University of Michigan Hospital, surgery, UNITED STATES
| | | | - Mark Cohen
- University of Michigan Medical Center: University of Michigan Hospital, surgery, UNITED STATES
| | - John L Rubinstein
- Hospital For Sick Children: Great Ormond Street Hospital For Children NHS Foundation Trust, medical biophysics, CANADA
| | - Brian Blagg
- University of Notre Dame, Chemistry and Biochemistry, 305 McCourtney Hall, 46556, Notre Dame, UNITED STATES
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Subramanian C, Frank MW, Tangallapally R, Yun MK, White SW, Lee RE, Rock CO, Jackowski S. Relief of CoA sequestration and restoration of mitochondrial function in a mouse model of propionic acidemia. J Inherit Metab Dis 2023; 46:28-42. [PMID: 36251252 PMCID: PMC10092110 DOI: 10.1002/jimd.12570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/06/2022] [Accepted: 10/10/2022] [Indexed: 01/19/2023]
Abstract
Propionic acidemia (PA, OMIM 606054) is a devastating inborn error of metabolism arising from mutations that reduce the activity of the mitochondrial enzyme propionyl-CoA carboxylase (PCC). The defects in PCC reduce the concentrations of nonesterified coenzyme A (CoASH), thus compromising mitochondrial function and disrupting intermediary metabolism. Here, we use a hypomorphic PA mouse model to test the effectiveness of BBP-671 in correcting the metabolic imbalances in PA. BBP-671 is a high-affinity allosteric pantothenate kinase activator that counteracts feedback inhibition of the enzyme to increase the intracellular concentration of CoA. Liver CoASH and acetyl-CoA are depressed in PA mice and BBP-671 treatment normalizes the cellular concentrations of these two key cofactors. Hepatic propionyl-CoA is also reduced by BBP-671 leading to an improved intracellular C3:C2-CoA ratio. Elevated plasma C3:C2-carnitine ratio and methylcitrate, hallmark biomarkers of PA, are significantly reduced by BBP-671. The large elevations of malate and α-ketoglutarate in the urine of PA mice are biomarkers for compromised tricarboxylic acid cycle activity and BBP-671 therapy reduces the amounts of both metabolites. Furthermore, the low survival of PA mice is restored to normal by BBP-671. These data show that BBP-671 relieves CoA sequestration, improves mitochondrial function, reduces plasma PA biomarkers, and extends the lifespan of PA mice, providing the preclinical foundation for the therapeutic potential of BBP-671.
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Affiliation(s)
- Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Rajendra Tangallapally
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Mi-Kyung Yun
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Stephen W White
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
- St. Jude Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee, United States
| | - Richard E Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee, United States
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, United States
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9
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Subramanian C, McCallister R, Cohen MS. Multi-genomic analysis of 260 adrenocortical cancer patient tumors identifies novel network BIRC5-hsa-miR-335-5p-PAX8-AS1 strongly associated with poor survival. Surgery 2023; 173:43-51. [PMID: 36202651 DOI: 10.1016/j.surg.2022.08.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 07/15/2022] [Accepted: 08/09/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Adrenocortical carcinoma is a rare endocrine cancer with poor overall survival. Linking survival outcomes to a common target across multiple genomic datasets incorporating microRNA-long non-coding RNA dysregulation have not been well described. We hypothesized that a multi-database analysis of microRNA-long noncoding RNA-messenger RNA regulatory networks associated with survival will identify novel biomarkers. METHODS Significantly dysregulated genes or microRNA in adrenocortical carcinoma compared to normal adrenal was identified from sequencing data for 260 human adrenocortical carcinomas using GEO2R. The miRnet identified hub microRNA and genes and long noncoding RNA and microRNA associated with survival genes. The R2 generated Kaplan-Meier curves. The database miRTarBase linked genes associated with poor survival and dysregulated microRNA. RESULTS Analysis of genes and microRNAs differentially regulated in >50% of datasets revealed 75 genes and 12 microRNAs were upregulated, and 167 genes and 12 microRNAs were downregulated (bonf. P < .05). Kyoto Encyclopedia of Genes and Genomes pathway analysis revealed cell cycle, P53 signaling, arachidonic acid and innate immune response, and PI3/Akt are altered in adrenocortical carcinoma. A microRNA-target interaction network of differentially regulated microRNAs identified upregulated miRNA107, 103a-3p and 27a-3p, 16-5p, and downregulated 335-5p to have the highest degree of interaction with upregulated (ie, TPX2, CDK1, BIRC5, PRC1, CCNB1, GINS1) and downregulated (ie, RSPO3, NR2F1, TLR4, HOXA5, USP53, SLC16A9) hub genes as well as hub long noncoding RNAs XIST, NEAT1, KCNQ1OT1, and PAX8-AS1. Survival analysis revealed that the hub genes are associated with poor overall survival (P < .05) of adrenocortical carcinoma in the Cancer Genome Atlas data. CONCLUSION A messenger RNA-microRNA-long noncoding RNA network analysis identified the BIRC5-miR335-5p-PAX8-AS1 network as one that was associated with poor overall survival in adrenocortical carcinoma, warranting further validation as a potential therapeutic target.
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Affiliation(s)
| | | | - Mark S Cohen
- Department of Surgery, Michigan Medicine, Ann Arbor, MI; Department of Pharmacology, University of Michigan, Ann Arbor, MI; Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI.
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10
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Subramanian C, Spielbauer KK, Pearce R, Kovatch KJ, Prince ME, Timmermann BN, Cohen MS. Combination Treatment of Withalongolide a Triacetate with Cisplatin Induces Apoptosis by Targeting Translational Initiation, Migration, and Epithelial to Mesenchymal Transition in Head and Neck Squamous Cell Carcinoma. Nutrients 2022; 14:nu14245398. [PMID: 36558560 PMCID: PMC9782118 DOI: 10.3390/nu14245398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/12/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
Treatment regimens for head and neck squamous cell carcinoma (HNSCC) typically include cisplatin and radiotherapy and are limited by toxicities. We have identified naturally derived withalongolide A triacetate (WGA-TA) from Physalis longifolia as a lead compound for targeting HNSCC. We hypothesized that combining WGA-TA with cisplatin may allow for lower, less toxic cisplatin doses. HNSCC cell lines were treated with WGA-TA and cisplatin. After treatment with the drugs, the cell viability was determined by MTS assay. The combination index was calculated using CompuSyn. The expression of proteins involved in the targeting of translational initiation complex, epithelial to mesenchymal transition (EMT), and apoptosis were measured by western blot. Invasion and migration were measured using the Boyden-chamber assay. Treatment of MDA-1986 and UMSCC-22B cell lines with either WGA-TA or cisplatin alone for 72 h resulted in a dose dependent decrease in cell viability. Cisplatin in combination with WGA-TA resulted in significant synergistic cell death starting from 1.25 μM cisplatin. Combination treatment with WGA-TA resulted in lower cisplatin dosing while maintaining the downregulation of translational initiation complex proteins, the induction of apoptosis, and the blockade of migration, invasion, and EMT transition. These results suggest that combining a low concentration of cisplatin with WGA-TA may provide a safer, more effective therapeutic option for HNSCC that warrants translational validation.
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Affiliation(s)
- Chitra Subramanian
- Departments of Surgery and Bioengineering, Carle Illinois College of Medicine, University of Illinois, Urbana-Champaign, IL 61820, USA
- Correspondence: (C.S.); (M.S.C.)
| | - Katie K. Spielbauer
- Department of Otolaryngology-Head and Neck Cancer, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Robin Pearce
- Department of Computational Medicine and Bioinformatics, Ann Arbor, MI 48109, USA
| | | | - Mark E. Prince
- Department of Otolaryngology-Head and Neck Cancer, Michigan Medicine, Ann Arbor, MI 48109, USA
| | | | - Mark S. Cohen
- Departments of Surgery and Bioengineering, Carle Illinois College of Medicine, University of Illinois, Urbana-Champaign, IL 61820, USA
- Correspondence: (C.S.); (M.S.C.)
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11
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Achreja A, Yu T, Mittal A, Choppara S, Animasahun O, Nenwani M, Wuchu F, Meurs N, Mohan A, Jeon JH, Sarangi I, Jayaraman A, Owen S, Kulkarni R, Cusato M, Weinberg F, Kweon HK, Subramanian C, Wicha MS, Merajver SD, Nagrath S, Cho KR, DiFeo A, Lu X, Nagrath D. Metabolic collateral lethal target identification reveals MTHFD2 paralogue dependency in ovarian cancer. Nat Metab 2022; 4:1119-1137. [PMID: 36131208 DOI: 10.1038/s42255-022-00636-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 08/09/2022] [Indexed: 11/08/2022]
Abstract
Recurrent loss-of-function deletions cause frequent inactivation of tumour suppressor genes but often also involve the collateral deletion of essential genes in chromosomal proximity, engendering dependence on paralogues that maintain similar function. Although these paralogues are attractive anticancer targets, no methodology exists to uncover such collateral lethal genes. Here we report a framework for collateral lethal gene identification via metabolic fluxes, CLIM, and use it to reveal MTHFD2 as a collateral lethal gene in UQCR11-deleted ovarian tumours. We show that MTHFD2 has a non-canonical oxidative function to provide mitochondrial NAD+, and demonstrate the regulation of systemic metabolic activity by the paralogue metabolic pathway maintaining metabolic flux compensation. This UQCR11-MTHFD2 collateral lethality is confirmed in vivo, with MTHFD2 inhibition leading to complete remission of UQCR11-deleted ovarian tumours. Using CLIM's machine learning and genome-scale metabolic flux analysis, we elucidate the broad efficacy of targeting MTHFD2 despite distinct cancer genetic profiles co-occurring with UQCR11 deletion and irrespective of stromal compositions of tumours.
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Affiliation(s)
- Abhinav Achreja
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Tao Yu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Anjali Mittal
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Srinadh Choppara
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Olamide Animasahun
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Minal Nenwani
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Fulei Wuchu
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Noah Meurs
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Aradhana Mohan
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Jin Heon Jeon
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Itisam Sarangi
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Anusha Jayaraman
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Sarah Owen
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Reva Kulkarni
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA
- Department of Electrical and Computer Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Michele Cusato
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Frank Weinberg
- Hematology and Oncology, University of Illinois, Chicago, IL, USA
| | - Hye Kyong Kweon
- Department of Biological Chemistry, University of Michigan, Ann Arbor, MI, USA
| | - Chitra Subramanian
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Max S Wicha
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Sofia D Merajver
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Sunitha Nagrath
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Kathleen R Cho
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Analisa DiFeo
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Xiongbin Lu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA.
- Melvin & Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA.
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Deepak Nagrath
- Laboratory for Systems Biology of Human Diseases, University of Michigan, Ann Arbor, MI, USA.
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA.
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA.
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12
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Dou X, Patel BA, D'Amico T, Subramanian C, Cousineau E, Yi Y, Cohen M, Blagg BSJ. Synthesis and Evaluation of Simplified Cruentaren A Analogues. J Org Chem 2022; 87:9940-9956. [PMID: 35894845 DOI: 10.1021/acs.joc.2c00948] [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: 11/29/2022]
Abstract
The 90 kDa heat shock protein (Hsp90) belongs to a group of molecular chaperones that regulate homeostasis via the folding of nascent polypeptides into their biologically active proteins, many of which are involved in cancer development and progression. As a result, inhibition of Hsp90 is an exciting area of research for the treatment of cancer. However, most of the 18 Hsp90 N-terminal inhibitors evaluated in clinical trials exhibited deleterious side effects and toxicities. Cruentaren A is a natural product that manifests potent anticancer activity against various human cancer cell lines via disruption of interactions between Hsp90α and F1FO ATP synthase, which does not induce the pro-survival, heat shock response, a major limitation associated with current Hsp90 inhibitors. However, the development of cruentaren A as a new anticancer agent has been hindered by its complex structure. Herein, we systematically removed the functionalities present in fragment 2 of cruentaren A and incorporated some key structural modifications from previous work, which produced 12 simplified analogues. Our studies determined that all functional groups present in fragment 2 are essential for cruentaren A's anticancer activity.
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Affiliation(s)
- Xiaozheng Dou
- Department of Chemistry and Biochemistry, The University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Bhargav A Patel
- Department of Chemistry and Biochemistry, The University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Terin D'Amico
- Department of Chemistry and Biochemistry, The University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Chitra Subramanian
- General Surgery Clinic, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Eric Cousineau
- General Surgery Clinic, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Yi Yi
- Global Blood Therapeutics, San Francisco, California 94080, United States
| | - Mark Cohen
- General Surgery Clinic, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Brian S J Blagg
- Department of Chemistry and Biochemistry, The University of Notre Dame, Notre Dame, Indiana 46556, United States
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13
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Subramanian C, Cuypers MG, Radka CD, White SW, Rock CO. Domain architecture and catalysis of the Staphylococcus aureus fatty acid kinase. J Biol Chem 2022; 298:101993. [PMID: 35490779 PMCID: PMC9136124 DOI: 10.1016/j.jbc.2022.101993] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 04/25/2022] [Accepted: 04/26/2022] [Indexed: 12/02/2022] Open
Abstract
Fatty acid kinase (Fak) is a two-component enzyme that generates acyl-phosphate for phospholipid synthesis. Fak consists of a kinase domain protein (FakA) that phosphorylates a fatty acid enveloped by a fatty acid binding protein (FakB). The structural basis for FakB function has been established, but little is known about FakA. Here, we used limited proteolysis to define three separate FakA domains: the amino terminal FakA_N, the central FakA_L, and the carboxy terminal FakA_C. The isolated domains lack kinase activity, but activity is restored when FakA_N and FakA_L are present individually or connected as FakA_NL. The X-ray structure of the monomeric FakA_N captures the product complex with ADP and two Mg2+ ions bound at the nucleotide site. The FakA_L domain encodes the dimerization interface along with conserved catalytic residues Cys240, His282, and His284. AlphaFold analysis of FakA_L predicts the catalytic residues are spatially clustered and pointing away from the dimerization surface. Furthermore, the X-ray structure of FakA_C shows that it consists of two subdomains that are structurally related to FakB. Analytical ultracentrifugation demonstrates that FakA_C binds FakB, and site-directed mutagenesis confirms that a positively charged wedge on FakB meshes with a negatively charged groove on FakA_C. Finally, small angle X-ray scattering analysis is consistent with freely rotating FakA_N and FakA_C domains tethered by flexible linkers to FakA_L. These data reveal specific roles for the three independently folded FakA protein domains in substrate binding and catalysis.
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Affiliation(s)
- Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Maxime G Cuypers
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Christopher D Radka
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Stephen W White
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA.
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14
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Rather AA, Subramanian C, Al-Omari AI, Alanzi ARA. Exponentiated Ailamujia distribution with statistical inference and applications of medical data. Journal of Statistics and Management Systems 2022. [DOI: 10.1080/09720510.2021.1966206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Aafaq A. Rather
- Department of Statistics, Annamalai University, Annamalai Nagar, Tamil Nadu, India
| | - C. Subramanian
- Department of Statistics, Annamalai University, Annamalai Nagar, Tamil Nadu, India
| | | | - Ayed R. A. Alanzi
- Department of Mathematics, College of Science and Arts in Gurayat, Jouf University, Gurayat 77454, Saudi Arabia
- Department of Mathematics, College of Science and Human Studies at Hotat Sudair, Majmaah University, Majmaah 11952, Saudia Arabia
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15
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Alle S, Kanakan A, Siddiqui S, Garg A, Karthikeyan A, Mehta P, Mishra N, Chattopadhyay P, Devi P, Waghdhare S, Tyagi A, Tarai B, Hazarik PP, Das P, Budhiraja S, Nangia V, Dewan A, Sethuraman R, Subramanian C, Srivastava M, Chakravarthi A, Jacob J, Namagiri M, Konala V, Dash D, Sethi T, Jha S, Agrawal A, Pandey R, Vinod PK, Priyakumar UD. COVID-19 Risk Stratification and Mortality Prediction in Hospitalized Indian Patients: Harnessing clinical data for public health benefits. PLoS One 2022; 17:e0264785. [PMID: 35298502 PMCID: PMC8929610 DOI: 10.1371/journal.pone.0264785] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 02/16/2022] [Indexed: 12/15/2022] Open
Abstract
The variability of clinical course and prognosis of COVID-19 highlights the necessity of patient sub-group risk stratification based on clinical data. In this study, clinical data from a cohort of Indian COVID-19 hospitalized patients is used to develop risk stratification and mortality prediction models. We analyzed a set of 70 clinical parameters including physiological and hematological for developing machine learning models to identify biomarkers. We also compared the Indian and Wuhan cohort, and analyzed the role of steroids. A bootstrap averaged ensemble of Bayesian networks was also learned to construct an explainable model for discovering actionable influences on mortality and days to outcome. We discovered blood parameters, diabetes, co-morbidity and SpO2 levels as important risk stratification features, whereas mortality prediction is dependent only on blood parameters. XGboost and logistic regression model yielded the best performance on risk stratification and mortality prediction, respectively (AUC score 0.83, AUC score 0.92). Blood coagulation parameters (ferritin, D-Dimer and INR), immune and inflammation parameters IL6, LDH and Neutrophil (%) are common features for both risk and mortality prediction. Compared with Wuhan patients, Indian patients with extreme blood parameters indicated higher survival rate. Analyses of medications suggest that a higher proportion of survivors and mild patients who were administered steroids had extreme neutrophil and lymphocyte percentages. The ensemble averaged Bayesian network structure revealed serum ferritin to be the most important predictor for mortality and Vitamin D to influence severity independent of days to outcome. The findings are important for effective triage during strains on healthcare infrastructure.
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Affiliation(s)
- Shanmukh Alle
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, Telangana, India
| | - Akshay Kanakan
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Samreen Siddiqui
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Akshit Garg
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, Telangana, India
| | - Akshaya Karthikeyan
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, Telangana, India
| | - Priyanka Mehta
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Neha Mishra
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Partha Chattopadhyay
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Intel Technology India Private Limited, Bangalore, Karnataka, India
| | - Priti Devi
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Intel Technology India Private Limited, Bangalore, Karnataka, India
| | - Swati Waghdhare
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Akansha Tyagi
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Bansidhar Tarai
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Pranjal Pratim Hazarik
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Poonam Das
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Sandeep Budhiraja
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Vivek Nangia
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | - Arun Dewan
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
| | | | - C. Subramanian
- Indraprastha Institute of Information Technology Delhi, New Delhi, India
| | - Mashrin Srivastava
- Indraprastha Institute of Information Technology Delhi, New Delhi, India
| | | | - Johnny Jacob
- Indraprastha Institute of Information Technology Delhi, New Delhi, India
| | - Madhuri Namagiri
- Indraprastha Institute of Information Technology Delhi, New Delhi, India
| | - Varma Konala
- Indraprastha Institute of Information Technology Delhi, New Delhi, India
| | - Debasish Dash
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Tavpritesh Sethi
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh, India
| | - Sujeet Jha
- Max Super Speciality Hospital (A Unit of Devki Devi Foundation), Max Healthcare, Delhi, India
- * E-mail: (SJ); (AA); (RP); (PKV); (UDP)
| | - Anurag Agrawal
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- * E-mail: (SJ); (AA); (RP); (PKV); (UDP)
| | - Rajesh Pandey
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- * E-mail: (SJ); (AA); (RP); (PKV); (UDP)
| | - P. K. Vinod
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, Telangana, India
- * E-mail: (SJ); (AA); (RP); (PKV); (UDP)
| | - U. Deva Priyakumar
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, Telangana, India
- * E-mail: (SJ); (AA); (RP); (PKV); (UDP)
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16
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Li Y, Steinberg J, Coleman Z, Wang S, Subramanian C, Li Y, Patay Z, Akers W, Rock CO, Jackowski S, Bagga P. Proton magnetic resonance spectroscopy detects cerebral metabolic derangement in a mouse model of brain coenzyme a deficiency. J Transl Med 2022; 20:103. [PMID: 35197056 PMCID: PMC8867880 DOI: 10.1186/s12967-022-03304-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 02/09/2022] [Indexed: 11/25/2022] Open
Abstract
Background Pantothenate kinase (PANK) is the first and rate-controlling enzymatic step in the only pathway for cellular coenzyme A (CoA) biosynthesis. PANK-associated neurodegeneration (PKAN), formerly known as Hallervorden–Spatz disease, is a rare, life-threatening neurologic disorder that affects the CNS and arises from mutations in the human PANK2 gene. Pantazines, a class of small molecules containing the pantazine moiety, yield promising therapeutic effects in an animal model of brain CoA deficiency. A reliable technique to identify the neurometabolic effects of PANK dysfunction and to monitor therapeutic responses is needed. Methods We applied 1H magnetic resonance spectroscopy as a noninvasive technique to evaluate the therapeutic effects of the newly developed Pantazine BBP-671. Results 1H MRS reliably quantified changes in cerebral metabolites, including glutamate/glutamine, lactate, and N-acetyl aspartate in a neuronal Pank1 and Pank2 double-knockout (SynCre+Pank1,2 dKO) mouse model of brain CoA deficiency. The neuronal SynCre+Pank1,2 dKO mice had distinct decreases in Glx/tCr, NAA/tCr, and lactate/tCr ratios compared to the wildtype matched control mice that increased in response to BBP-671 treatment. Conclusions BBP-671 treatment completely restored glutamate/glutamine levels in the brains of the mouse model, suggesting that these metabolites are promising clinically translatable biomarkers for future therapeutic trials. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03304-y.
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Affiliation(s)
- Yanan Li
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeffrey Steinberg
- Center for In Vivo Imaging and Therapeutics (CIVIT), St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zane Coleman
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Shubo Wang
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yimei Li
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zoltan Patay
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Walter Akers
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Puneet Bagga
- Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA.
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17
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Gullett JM, Cuypers MG, Grace CR, Pant S, Subramanian C, Tajkhorshid E, Rock CO, White SW. Identification of Structural transitions in bacterial fatty acid binding proteins that permit ligand entry and exit at membranes. J Biol Chem 2022; 298:101676. [PMID: 35122790 PMCID: PMC8892158 DOI: 10.1016/j.jbc.2022.101676] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 01/26/2022] [Accepted: 01/28/2022] [Indexed: 12/31/2022] Open
Abstract
Fatty acid (FA) transfer proteins extract FA from membranes and sequester them to facilitate their movement through the cytosol. Detailed structural information is available for these soluble protein–FA complexes, but the structure of the protein conformation responsible for FA exchange at the membrane is unknown. Staphylococcus aureus FakB1 is a prototypical bacterial FA transfer protein that binds palmitate within a narrow, buried tunnel. Here, we define the conformational change from a “closed” FakB1 state to an “open” state that associates with the membrane and provides a path for entry and egress of the FA. Using NMR spectroscopy, we identified a conformationally flexible dynamic region in FakB1, and X-ray crystallography of FakB1 mutants captured the conformation of the open state. In addition, molecular dynamics simulations show that the new amphipathic α-helix formed in the open state inserts below the phosphate plane of the bilayer to create a diffusion channel for the hydrophobic FA tail to access the hydrocarbon core and place the carboxyl group at the phosphate layer. The membrane binding and catalytic properties of site-directed mutants were consistent with the proposed membrane docked structure predicted by our molecular dynamics simulations. Finally, the structure of the bilayer-associated conformation of FakB1 has local similarities with mammalian FA binding proteins and provides a conceptual framework for how these proteins interact with the membrane to create a diffusion channel from the FA location in the bilayer to the protein interior.
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Affiliation(s)
- Jessica M Gullett
- Departments of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Maxime G Cuypers
- Departments of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Christy R Grace
- Departments of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Shashank Pant
- Theoretical and Computational Biophysics Group, NIH Center for Macromolecular Modeling and Bioinformatics, Beckman Institute for Advanced Science and Technology, Department of Biochemistry, and Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Chitra Subramanian
- Departments of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Emad Tajkhorshid
- Theoretical and Computational Biophysics Group, NIH Center for Macromolecular Modeling and Bioinformatics, Beckman Institute for Advanced Science and Technology, Department of Biochemistry, and Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Charles O Rock
- Departments of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | - Stephen W White
- Departments of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
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18
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Sharma LK, Yun MK, Subramanian C, Tangallapally R, Jackowski S, Rock CO, White SW, Lee RE. LipE guided discovery of isopropylphenyl pyridazines as pantothenate kinase modulators. Bioorg Med Chem 2021; 52:116504. [PMID: 34814071 PMCID: PMC8693618 DOI: 10.1016/j.bmc.2021.116504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 10/20/2021] [Accepted: 11/02/2021] [Indexed: 12/03/2022]
Abstract
Pantothenate kinase (PANK) is the critical regulator of intracellular levels of coenzyme A and has emerged as an attractive target for treating neurological and metabolic disorders. This report describes the optimization, synthesis, and full structure–activity relationships of a new chemical series of pantothenate competitive PANK inhibitors. Potent drug-like molecules were obtained by optimizing a high throughput screening hit, using lipophilic ligand efficiency (LipE) derived from human PANK3 IC50 values to guide ligand development. X-ray crystal structures of PANK3 with index inhibitors from the optimization were determined to rationalize the emerging structure activity relationships. The analysis revealed a key bidentate hydrogen bonding interaction between pyridazine and R306′ as a major contributor to the LipE gain observed in the optimization. A tractable series of PANK3 modulators with nanomolar potency, excellent LipE values, desirable physicochemical properties, and a well-defined structural binding mode was produced from this study.
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Affiliation(s)
- Lalit Kumar Sharma
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas PI, MS1000, Memphis, TN 38105, United States; Department of Infectious Diseases, St. Jude Children's Research Hospital, United States
| | - Mi Kyung Yun
- Department of Structural Biology, St. Jude Children's Research Hospital, United States
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, United States
| | - Rajendra Tangallapally
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas PI, MS1000, Memphis, TN 38105, United States
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital, United States
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, United States
| | - Stephen W White
- Department of Structural Biology, St. Jude Children's Research Hospital, United States
| | - Richard E Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas PI, MS1000, Memphis, TN 38105, United States.
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19
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Whaley SG, Radka CD, Subramanian C, Frank MW, Rock CO. Malonyl-acyl carrier protein decarboxylase activity promotes fatty acid and cell envelope biosynthesis in Proteobacteria. J Biol Chem 2021; 297:101434. [PMID: 34801557 PMCID: PMC8666670 DOI: 10.1016/j.jbc.2021.101434] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 11/02/2021] [Accepted: 11/09/2021] [Indexed: 11/20/2022] Open
Abstract
Bacterial fatty acid synthesis in Escherichia coli is initiated by the condensation of an acetyl-CoA with a malonyl-acyl carrier protein (ACP) by the β-ketoacyl-ACP synthase III enzyme, FabH. E. coli ΔfabH knockout strains are viable because of the yiiD gene that allows FabH-independent fatty acid synthesis initiation. However, the molecular function of the yiiD gene product is not known. Here, we show the yiiD gene product is a malonyl-ACP decarboxylase (MadA). MadA has two independently folded domains: an amino-terminal N-acetyl transferase (GNAT) domain (MadAN) and a carboxy-terminal hot dog dimerization domain (MadAC) that encodes the malonyl-ACP decarboxylase function. Members of the proteobacterial Mad protein family are either two domain MadA (GNAT-hot dog) or standalone MadB (hot dog) decarboxylases. Using structure-guided, site-directed mutagenesis of MadB from Shewanella oneidensis, we identified Asn45 on a conserved catalytic loop as critical for decarboxylase activity. We also found that MadA, MadAC, or MadB expression all restored normal cell size and growth rates to an E. coli ΔfabH strain, whereas the expression of MadAN did not. Finally, we verified that GlmU, a bifunctional glucosamine-1-phosphate N-acetyl transferase/N-acetyl-glucosamine-1-phosphate uridylyltransferase that synthesizes the key intermediate UDP-GlcNAc, is an ACP binding protein. Acetyl-ACP is the preferred glucosamine-1-phosphate N-acetyl transferase/N-acetyl-glucosamine-1-phosphate uridylyltransferase substrate, in addition to being the substrate for the elongation-condensing enzymes FabB and FabF. Thus, we conclude that the Mad family of malonyl-ACP decarboxylases supplies acetyl-ACP to support the initiation of fatty acid, lipopolysaccharide, peptidoglycan, and enterobacterial common antigen biosynthesis in Proteobacteria.
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Affiliation(s)
- Sarah G Whaley
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Christopher D Radka
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Chitra Subramanian
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Matthew W Frank
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Charles O Rock
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, USA.
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20
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Purcell E, Owen S, Prantzalos E, Radomski A, Carman N, Lo TW, Zeinali M, Subramanian C, Ramnath N, Nagrath S. Epidermal Growth Factor Receptor Mutations Carried in Extracellular Vesicle-Derived Cargo Mirror Disease Status in Metastatic Non-small Cell Lung Cancer. Front Cell Dev Biol 2021; 9:724389. [PMID: 34692681 PMCID: PMC8526851 DOI: 10.3389/fcell.2021.724389] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 08/31/2021] [Indexed: 01/01/2023] Open
Abstract
In non-small cell lung cancer (NSCLC), identifying the presence of sensitizing and resistance epidermal growth factor receptor (EGFR) mutations dictates treatment plans. Extracellular vesicles (EVs) are emerging as abundant, stable potential liquid biopsy targets that offer the potential to quantify EGFR mutations in NSCLC patients at the RNA and protein level at multiple points through treatment. In this study, we present a systematic approach for serial mutation profiling of 34 EV samples from 10 metastatic NSCLC patients with known EGFR mutations through treatment. Using western blot and droplet digital PCR (ddPCR), sensitizing (exon 19 deletion, L858R) mutations were detected in EV-Protein, and both sensitizing and resistance (T790M) mutations were quantified in EV-RNA. EGFR mutations were detected in EV-Protein from four patients at multiple time points through treatment. Using EV-RNA, tumor biopsy matched sensitizing mutations were detected in 90% of patients and resistance mutations in 100% of patients. Finally, mutation burden in EV-RNA at each time point was compared to disease status, described as either stable or progressing. For 6/7 patients who were longitudinally monitored through treatment, EV mutation burden mirrored clinical trajectory. When comparing mutation detection between EV-RNA and ctDNA using ddPCR, EVs had a better detection rate for exon 19 deletions and the L858R point mutation. In conclusion, this study demonstrates that integrating EV analysis into liquid biopsy mutation screening has the potential to advance beyond the current standard of care "rule in" test. The multi-analyte testing allows future integration of EGFR mutation monitoring with additional EV-markers for a comprehensive patient monitoring biomarker.
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Affiliation(s)
- Emma Purcell
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Sarah Owen
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Emily Prantzalos
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Abigail Radomski
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Nayri Carman
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Ting-Wen Lo
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Mina Zeinali
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States
| | - Chitra Subramanian
- Department of Surgery, University of Michigan, Ann Arbor, MI, United States
| | - Nithya Ramnath
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States,Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Sunitha Nagrath
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, United States,Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States,Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States,*Correspondence: Sunitha Nagrath,
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21
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Subramanian C, Frank MW, Tangallapally R, Yun MK, Edwards A, White SW, Lee RE, Rock CO, Jackowski S. Pantothenate kinase activation relieves coenzyme A sequestration and improves mitochondrial function in mice with propionic acidemia. Sci Transl Med 2021; 13:eabf5965. [PMID: 34524863 DOI: 10.1126/scitranslmed.abf5965] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Rajendra Tangallapally
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Mi-Kyung Yun
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis TN, 38105, USA
| | - Anne Edwards
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Stephen W White
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis TN, 38105, USA.,St. Jude Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.,Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Richard E Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.,Center for Pediatric Experimental Therapeutics, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.,Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
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22
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Subramanian C, McCallister R, Kuszynski D, Cohen MS. Re-Evaluation of Combinational Efficacy and Synergy of the Italian Protocol In Vitro: Are We Truly Optimizing Benefit or Permitting Unwanted Toxicity? Biomedicines 2021; 9:biomedicines9091190. [PMID: 34572375 PMCID: PMC8467159 DOI: 10.3390/biomedicines9091190] [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: 08/06/2021] [Revised: 08/30/2021] [Accepted: 09/01/2021] [Indexed: 11/16/2022] Open
Abstract
Introduction: Adrenocortical carcinoma (ACC) is a rare endocrine malignancy, with very poor prognosis as a majority of the patients have advanced disease at the time of diagnosis. Currently, adjuvant therapy for most patients consists of either mitotane (M) alone or in combination with multi-drug chemotherapeutics such as etoposide (E), doxorubicin (D), and cisplatin (P), known as the Italian protocol (IP; EDPM). This multi-drug treatment regimen, however, carries significant toxicity potential for patients. One way to improve toxicity profiles with these drugs in combination is to understand where their synergy occurs and over what dosing range so that lower dose regimens could be applied in combination with equal or improved efficacy. We hypothesize that a better understanding of the synergistic effects as well as the regulation of steroidogenic enzymes during combination therapy may provide more optimized combinational options with good potency and lower toxicity profiles. Methods: Two human ACC cell lines, NCI-H295R (hormonally active) and SW13 (hormonally inactive), were grown in 2D culture in appropriate growth medium. The viability of the cells after treatment with varying concentrations of the drugs (E, D, and P) either alone or in combinations with M was determined using the CellTiter Glow assay after 72 h, and the combination index for each was calculated using Compusyn by the Chou–Talalay method. The expression levels of enzymes associated with steroidogenesis were evaluated by RT-PCR in NCI-H295R. Results: When both cell lines were treated with M (ranging 25–50 μM), +E (ranging 18.75–75 μM), and +D (ranging 0.625–2.5 μM) we observed a synergistic effect (CI < 1) with potency equivalent to the full Italian protocol (IP), whereas combining M + P + D had an antagonistic effect (CI > 1) indicating the negative effect of adding cisplatin in the combination. Comparing the hormonally active and inactive cell lines, M + P + E was antagonistic in NCI-H295R and synergistic in SW13. Treatment of NCI-H295R cells with antagonistic combinations (M + P + D, M + P + E) resulted in a significant decrease in the levels of steroidogenic enzymes STAR, CYP11A1, and CYP21A2 compared to IP (p < 0.05) while M + E + D resulted in increased expression or no significant effect compared to IP across all genes tested. Conclusions: The synergistic effect for M + E + D was significant and equivalent in potency to the full IP in both cell lines and resulted in a steroidogenic gene expression profile similar to or better than that of full IP, warranting further evaluation. Future in vivo evaluation of the combination of M + E + D (with removal of P from the IP regimen) may lower toxicity while maintaining anticancer efficacy in ACC.
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Affiliation(s)
- Chitra Subramanian
- Department of Surgery, Michigan Medicine, Ann Arbor, MI 48109, USA; (R.M.); (D.K.)
- Correspondence: (C.S.); (M.S.C.)
| | - Reid McCallister
- Department of Surgery, Michigan Medicine, Ann Arbor, MI 48109, USA; (R.M.); (D.K.)
| | - Dawn Kuszynski
- Department of Surgery, Michigan Medicine, Ann Arbor, MI 48109, USA; (R.M.); (D.K.)
| | - Mark S. Cohen
- Department of Surgery, Michigan Medicine, Ann Arbor, MI 48109, USA; (R.M.); (D.K.)
- Department of Pharmacology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Correspondence: (C.S.); (M.S.C.)
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23
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Subramanian C, Cohen MS. Identification of novel lipid metabolic biomarkers associated with poor adrenocortical carcinoma prognosis using integrated bioinformatics. Surgery 2021; 171:119-129. [PMID: 34353633 DOI: 10.1016/j.surg.2021.04.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 04/06/2021] [Accepted: 04/09/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Adrenocortical carcinoma while rare, often presents with advanced metastatic disease carrying a 5-year survival of <15%. Despite adrenocortical carcinoma tumors having high avidity for cholesterol, the role of lipids in adrenocortical carcinoma has not been well described. Therefore, we performed an integrated bioinformatic analysis to identify novel lipid biomarkers correlating with poor survival that may help identify adrenocortical carcinoma tumor progression or therapy resistance. METHODS A meta-analysis of collated adrenocortical carcinoma studies from the correlation engine identified lipid metabolism genes differentially expressed between adrenocortical carcinoma and the normal adrenal, which were then selected for enrichment analysis by the Database for Annotation, Visualization and Integrated Discovery database. A protein-protein interaction network of genes was constructed using Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape. Top hub genes identified were validated using the Xena database. Survival analysis of hub genes was performed in the R2 genomic analysis platform using The Cancer Genome Atlas program data set. RESULTS Examination of pathways by correlation engine identified a unique subset of lipid metabolism-related genes that are differentially regulated in adrenocortical carcinoma tumors versus normal tissues (P < .01). Enrichment pathway analysis in Database for Annotation, Visualization and Integrated Discovery indicated that genes involved in sphingolipid, steroid, and peroxisome proliferator-activated receptor-α metabolism is upregulated in adrenocortical carcinoma, whereas glycerol phospholipid, fatty acid, and phosphatidylinositol metabolism are downregulated. Survival analysis of differentially regulated genes indicated that upregulation of SGPL1, FDFT1, SQLE and downregulation of PIK3C2B, PIK3CD, SYNJ2, DGAT1, PLA2G16, PLD1, GPD1 are all significantly associated with poor overall survival (P < .05) in adrenocortical carcinoma patients. CONCLUSION Upregulation of sphingolipid and steroid synthesis genes and downregulation of phosphatidylinositol and glycerol phospholipid metabolism are associated with worse survival in patients with adrenocortical carcinoma.
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Affiliation(s)
| | - Mark S Cohen
- Department of Surgery, Michigan Medicine, Ann Arbor, MI; Departments of Pharmacology and Biomedical Engineering, University of Michigan, Ann Arbor, MI.
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24
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Sanchez JN, Subramanian C, Chanda M, Gary S, Zhang N, Wang T, Timmermann BN, Blagg BS, Cohen MS. A novel C-terminal Hsp90 inhibitor KU758 synergizes efficacy in combination with BRAF or MEK inhibitors and targets drug-resistant pathways in BRAF-mutant melanomas. Melanoma Res 2021; 31:197-207. [PMID: 33904516 PMCID: PMC10565508 DOI: 10.1097/cmr.0000000000000734] [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] [Indexed: 11/25/2022]
Abstract
Melanoma remains the most aggressive and fatal form of skin cancer, despite several FDA-approved targeted chemotherapies and immunotherapies for use in advanced disease. Of the 100 350 new patients diagnosed with melanoma in 2020 in the US, more than half will develop metastatic disease leading to a 5-year survival rate <30%, with a majority of these developing drug-resistance within the first year of treatment. These statistics underscore the critical need in the field to develop more durable therapeutics as well as those that can overcome chemotherapy-induced drug resistance from currently approved agents. Fortunately, several of the drug-resistance pathways in melanoma, including the proteins in those pathways, rely in part on Hsp90 chaperone function. This presents a unique and novel opportunity to simultaneously target multiple proteins and drug-resistant pathways in this disease via molecular chaperone inhibition. Taken together, we hypothesize that our novel C-terminal Hsp90 inhibitor, KU758, in combination with the current standard of care targeted therapies (e.g. vemurafenib and cobimetinib) can both synergize melanoma treatment efficacy in BRAF-mutant tumors, as well as target and overcome several major resistance pathways in this disease. Using in vitro proliferation and protein-based Western Blot analyses, our novel inhibitor, KU758, potently inhibited melanoma cell proliferation (without induction of the heat shock response) in vitro and synergized with both BRAF and MEK inhibitors in inhibition of cell migration and protein expression from resistance pathways. Overall, our work provides early support for further translation of C-terminal Hsp90 inhibitor and mitogen-activated protein kinase pathway inhibitor combinations as a novel therapeutic strategy for BRAF-mutant melanomas.
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Affiliation(s)
- Jackee N. Sanchez
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan
| | | | - Monica Chanda
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan
| | - Shanguan Gary
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Nina Zhang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Ton Wang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | | | - Brian S.J. Blagg
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana
| | - Mark S. Cohen
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
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Li G, Kryczek I, Nam J, Li X, Li S, Li J, Wei S, Grove S, Vatan L, Zhou J, Du W, Lin H, Wang T, Subramanian C, Moon JJ, Cieslik M, Cohen M, Zou W. LIMIT is an immunogenic lncRNA in cancer immunity and immunotherapy. Nat Cell Biol 2021; 23:526-537. [PMID: 33958760 PMCID: PMC8122078 DOI: 10.1038/s41556-021-00672-3] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 03/31/2021] [Indexed: 12/15/2022]
Abstract
MHC-I presents tumor antigens to CD8+ T cells and triggers anti-tumor immunity. Humans may have 30,000-60,000 long noncoding RNAs (lncRNAs). However, it remains poorly understood whether lncRNAs may affect tumor immunity. Here, we identify a LncRNA, capable of Inducing MHC-I and Immunogenicity of Tumor (LIMIT) in humans and mice. We found IFNγ stimulated LIMIT, LIMIT cis-activated guanylate binding protein (GBP) gene cluster, and GBPs disrupted the association between HSP90 and heat shock factor-1 (HSF1) - thereby resulting in HSF1 activation and transcription of MHC-I machinery, but not PD-L1. RNA-guided CRISPR activation of LIMIT boosted GBPs and MHC-I, and potentiated tumor immunogenicity and checkpoint therapy. Silencing LIMIT, GBPs, and/or HSF1 diminished MHC-I, impaired antitumor immunity, and blunted immunotherapy efficacy. Clinically, LIMIT, GBPs- and HSF1-signaling transcripts and proteins correlated with MHC-I, tumor infiltrating T cells, and checkpoint blockade response in cancer patients. Altogether, we demonstrate LIMIT is a previously unknown cancer immunogenic lncRNA and the LIMIT-GBP-HSF1 axis may be targetable for cancer immunotherapy.
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Affiliation(s)
- Gaopeng Li
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Ilona Kryczek
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Jutaek Nam
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Xiong Li
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Shasha Li
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Jing Li
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Shuang Wei
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Sara Grove
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Linda Vatan
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Jiajia Zhou
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Wan Du
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Heng Lin
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Ton Wang
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | | | - James J Moon
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Marcin Cieslik
- Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, MI, USA.,Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Mark Cohen
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.,Department of Pharmacology, University of Michigan, Ann Arbor, MI, USA
| | - Weiping Zou
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA. .,Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA. .,Department of Pathology, University of Michigan, Ann Arbor, MI, USA. .,Graduate Programs in Immunology, University of Michigan, Ann Arbor, MI, USA. .,Tumor Biology, University of Michigan, Ann Arbor, MI, USA.
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Li N, Han K, Spratt W, Bedell S, Ren J, Gunawan O, Ott J, Hopstaken M, Cabral C, Libsch F, Subramanian C, Shahidi G, Sadana D. Dust-Sized High-Power-Density Photovoltaic Cells on Si and SOI Substrates for Wafer-Level-Packaged Small Edge Computers. Adv Mater 2020; 32:e2004573. [PMID: 33095497 DOI: 10.1002/adma.202004573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 08/20/2020] [Indexed: 06/11/2023]
Abstract
Advancement in microelectronics technology enables autonomous edge computing platforms in the size of a dust mote (<1 mm), bringing efficient and low-cost artificial intelligence close to the end user and Internet-of-Things (IoT) applications. The key challenge for these compact high-performance edge computers is the integration of a power source that satisfies the high-power-density requirement and does not increase the complexity and cost of the packaging. Here, it is shown that dust-sized III-V photovoltaic (PV) cells grown on Si and silicon-on-insulator (SOI) substrates can be integrated using a wafer-level-packaging process and achieve higher power density than all prior micro-PVs on Si and SOI substrates. The high-throughput heterogeneous integration unlocks the potential of large-scale manufacturing of these integrated systems with low cost for IoT applications. The negative effect of crystallographic defects in the heteroepitaxial materials on PV performance diminishes at high power density. Simultaneous power delivery and data transmission to the dust mote with heteroepitaxially grown PV are also demonstrated using hand-held illumination sources.
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Affiliation(s)
- Ning Li
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Kevin Han
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - William Spratt
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Stephen Bedell
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Jinhan Ren
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Oki Gunawan
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - John Ott
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Marinus Hopstaken
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Cyril Cabral
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Frank Libsch
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Chitra Subramanian
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Ghavam Shahidi
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
| | - Devendra Sadana
- IBM T J Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, New York, NY, 10598, USA
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Drew T, Carvalho JCA, Subramanian C, Yoon EW, Downey K, Thorneloe B, Balki M. The association of shock index and haemoglobin variation with postpartum haemorrhage after vaginal delivery: a prospective cohort pilot study. Int J Obstet Anesth 2020; 45:67-73. [PMID: 33298343 DOI: 10.1016/j.ijoa.2020.10.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 10/03/2020] [Accepted: 10/24/2020] [Indexed: 10/23/2022]
Abstract
INTRODUCTION Shock index and continuous non-invasive haemoglobin monitoring (SpHb) have both been proposed for the timely recognition of postpartum haemorrhage (PPH). We sought to determine, in parallel, the association of each of shock index and SpHb with blood loss after vaginal delivery. METHODS Sixty-six women were recruited to this prospective observational study. Shock index and SpHb were recorded postpartum for 120 min. The association between each of shock index and SpHb with quantitative blood loss (QBL) at 30, 60 and 120 min postpartum was determined using linear mixed models. Area-under-the-receiver-operator-characteristic (AUROC) curves were constructed to evaluate the diagnostic ability of shock index and SpHb to detect PPH (defined as QBL ≥1000 mL). RESULTS Shock index trend was associated with QBL over the first 30 min (r=0.37, P=0.002), but not over 60 or 120 min. There was an association of SpHb trend with QBL over the first 30 min (P=0.06), but not over 60 min (r=-0.32, P=0.009) or 120 min (r=-0.26, P=0.03). Maximum shock index within 60 min correlated with QBL (r=0.54, P <0.001) and was a predictor of PPH (P=0.0012, AUROC 0.796). Maximum change in SpHb within 60 min negatively correlated with QBL (r=-0.4, P <0.001) and was a predictor of PPH (P=0.048, AUROC 0.761). CONCLUSIONS The trend of shock index and its peak values are associated with blood loss after vaginal delivery and are early indicators of PPH. Negative trend of SpHb is a late sign of PPH and has a weaker association with blood loss than shock index.
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Affiliation(s)
- T Drew
- Department of Anaesthesiology and Pain Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Canada.
| | - J C A Carvalho
- Department of Anaesthesiology and Pain Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Canada; Department of Obstetrics and Gynaecology, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - C Subramanian
- Department of Anaesthesiology and Pain Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - E W Yoon
- Maternal and Infant Care Research Center, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - K Downey
- Department of Anaesthesiology and Pain Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - B Thorneloe
- Department of Anaesthesiology and Pain Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - M Balki
- Department of Anaesthesiology and Pain Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Canada; Department of Obstetrics and Gynaecology, Mount Sinai Hospital, University of Toronto, Toronto, Canada; Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada
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Luby AO, Subramanian C, Buchman LK, Lynn JV, Urlaub KM, Nelson NS, Donneys A, Cohen MS, Buchman SR. Amifostine Prophylaxis in Irradiated Breast Reconstruction: A Study of Oncologic Safety In Vitro. Ann Plast Surg 2020; 85:424-429. [PMID: 31850964 PMCID: PMC7295666 DOI: 10.1097/sap.0000000000002110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Indications for adjuvant radiation therapy (XRT) in breast cancer have expanded. Although highly effective, XRT damages surrounding tissues and vasculature, often resulting in delayed or compromised breast reconstruction. Thus, effective yet safe methods of radiation injury prophylaxis would be desirable. Amifostine is a Food and Drug Administration-approved radioprotectant; however, concerns about its potential to also protect cancer remain. The purpose of this study was to evaluate the oncologic safety of amifostine (AMF) in vitro and determine its effect on human breast cancer cells in the setting of XRT. METHODS One ER+/PR+/Her2- (MCF-7) and two ER-/PR-Her2- (MDA-MB-231, MDA-MB-468) breast cancer cell lines were investigated. Female fibroblasts were used as controls. Cells were treated with WR-1065, the active metabolite of AMF, 20 minutes before 0Gy, 10Gy, or 20Gy XRT. Live and dead cells were quantified; percent cell death was calculated. RESULTS WR-1065 treatment significantly preserved viability and reduced healthy female fibroblasts death after XRT compared with untreated controls. All three breast cancer cells lines exhibited radiosensitivity with substantial cell death. Cancer cells retained their radiosensitivity despite WR-1065 pretreatment, achieving the same degree of cell death as untreated controls. CONCLUSIONS This study demonstrated the proficiency of AMF to selectively protect healthy cells from XRT while breast cancer cells remained radiosensitive. These results support the oncologic safety of AMF in breast cancer in vitro. Further investigation is now warranted in vivo to ascertain the translational potential of using AMF as a radioprotectant to improve breast reconstruction after radiation treatment.
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Affiliation(s)
| | - Chitra Subramanian
- Section of General Surgery, Department of Surgery, University of Michigan Health Systems, Ann Arbor, MI
| | | | | | | | | | | | - Mark S Cohen
- Section of General Surgery, Department of Surgery, University of Michigan Health Systems, Ann Arbor, MI
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Subramanian C, Gorney R, Wang T, Ge D, Zhang N, Zuo A, Blagg BSJ, Cohen MS. A novel heat shock protein inhibitor KU757 with efficacy in lenvatinib-resistant follicular thyroid cancer cells overcomes up-regulated glycolysis in drug-resistant cells in vitro. Surgery 2020; 169:34-42. [PMID: 32718802 DOI: 10.1016/j.surg.2020.06.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 05/26/2020] [Accepted: 06/02/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Patients with advanced differentiated thyroid cancer develop resistance to lenvatinib treatment from metabolic dysregulation. Heat shock protein 90 is a molecular chaperone that plays an important role in glycolysis and metabolic pathway regulation. We hypothesize that lenvatinib-resistant differentiated thyroid cancer cells will have an increased dependency on glycolysis and that a novel C-terminal heat shock protein 90 inhibitor (KU757) can effectively treat lenvatinib-resistant cells by targeting glycolysis. METHODS Inhibitory concentration 50 values of thyroid cancer cells were determined by CellTiter-Glo assay (Promega Corp, Madison, WI). Glycolysis was measured through Seahorse experiments. Reverse transcription-polymerase chain reaction and Western blot evaluated glycolytic pathway genes/proteins. Exosomes were isolated/validated by nanoparticle tracking analysis and Western blot. Differentially expressed long non-coding ribonucleic acids in exosomes and cells were evaluated using quantitative polymerase chain reaction. RESULTS Extracellular acidification rate demonstrated >2-fold upregulation of glycolysis in lenvatinib-resistant cells versus parent cells and was downregulated after KU757 treatment. Lenvatinib-resistant cells showed increased expression of the glycolytic genes lactic acid dehydrogenase, pyruvate kinase M1/2, and hexokinase 2. KU757 treatment resulted in downregulation of these genes and proteins. Several long non-coding ribonucleic acids associated with glycolysis were significantly upregulated in WRO-lenvatinib-resistant cells and exosomes and downregulated after KU757 treatment. CONCLUSION Lenvatinib resistance leads to increased glycolysis, and KU757 effectively treats lenvatinib-resistant cells and overcomes this increased glycolysis by targeting key glycolytic genes, proteins, and long non-coding ribonucleic acids.
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Affiliation(s)
| | - Rebecca Gorney
- Department of Pharmacology, University of Michigan, Ann Arbor, MI
| | - Ton Wang
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Derek Ge
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Nina Zhang
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Ang Zuo
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN
| | - Brian S J Blagg
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN
| | - Mark S Cohen
- Department of Surgery, University of Michigan, Ann Arbor, MI; Department of Pharmacology, University of Michigan, Ann Arbor, MI; Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI.
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30
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Frank MW, Yao J, Batte JL, Gullett JM, Subramanian C, Rosch JW, Rock CO. Host Fatty Acid Utilization by Staphylococcus aureus at the Infection Site. mBio 2020; 11:e00920-20. [PMID: 32430471 PMCID: PMC7240157 DOI: 10.1128/mbio.00920-20] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 04/20/2020] [Indexed: 11/20/2022] Open
Abstract
Staphylococcus aureus utilizes the fatty acid (FA) kinase system to activate exogenous FAs for membrane synthesis. We developed a lipidomics workflow to determine the membrane phosphatidylglycerol (PG) molecular species synthesized by S. aureus at the thigh infection site. Wild-type S. aureus utilizes both host palmitate and oleate to acylate the 1 position of PG, and the 2 position is occupied by pentadecanoic acid arising from de novo biosynthesis. Inactivation of FakB2 eliminates the ability to assimilate oleate and inactivation of FakB1 reduces the content of saturated FAs and enhances oleate utilization. Elimination of FA activation in either ΔfakA or ΔfakB1 ΔfakB2 mutants does not impact growth. All S. aureus strains recovered from the thigh have significantly reduced branched-chain FAs and increased even-chain FAs compared to that with growth in rich laboratory medium. The molecular species pattern observed in the thigh was reproduced in the laboratory by growth in isoleucine-deficient medium containing exogenous FAs. S. aureus utilizes specific host FAs for membrane biosynthesis but also requires de novo FA biosynthesis initiated by isoleucine (or leucine) to produce pentadecanoic acid.IMPORTANCE The shortage of antibiotics against drug-resistant Staphylococcus aureus has led to the development of new drugs targeting the elongation cycle of fatty acid (FA) synthesis that are progressing toward the clinic. An objection to the use of FA synthesis inhibitors is that S. aureus can utilize exogenous FAs to construct its membrane, suggesting that the bacterium would bypass these therapeutics by utilizing host FAs instead. We developed a mass spectrometry workflow to determine the composition of the S. aureus membrane at the infection site to directly address how S. aureus uses host FAs. S. aureus strains that cannot acquire host FAs are as effective in establishing an infection as the wild type, but strains that require the utilization of host FAs for growth were attenuated in the mouse thigh infection model. We find that S. aureus does utilize host FAs to construct its membrane, but host FAs do not replace the requirement for pentadecanoic acid, a branched-chain FA derived from isoleucine (or leucine) that predominantly occupies the 2 position of S. aureus phospholipids. The membrane phospholipid structure of S. aureus mutants that cannot utilize host FAs indicates the isoleucine is a scarce resource at the infection site. This reliance on the de novo synthesis of predominantly pentadecanoic acid that cannot be obtained from the host is one reason why drugs that target fatty acid synthesis are effective in treating S. aureus infections.
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Affiliation(s)
- Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jiangwei Yao
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Justin L Batte
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jessica M Gullett
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jason W Rosch
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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Subramanian C, Grogan PT, Wang T, Bazzill J, Zuo A, White PT, Kalidindi A, Kuszynski D, Wang G, Blagg BSJ, Cohen MS. Novel C-terminal heat shock protein 90 inhibitors target breast cancer stem cells and block migration, self-renewal, and epithelial-mesenchymal transition. Mol Oncol 2020; 14:2058-2068. [PMID: 32255264 PMCID: PMC7463342 DOI: 10.1002/1878-0261.12686] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 02/17/2020] [Accepted: 04/01/2020] [Indexed: 12/31/2022] Open
Abstract
In patients with triple‐negative breast cancer (TNBC), evidence suggests that tumor‐initiating cells (TIC) have stem cell‐like properties, leading to invasion and metastasis. HSP90 plays a critical role in the conformational maintenance of many client proteins in TIC development. Therefore, we hypothesize that the novel C‐terminal HSP90 inhibitors KU711 and KU758 can target TIC and represent a promising strategy for overcoming metastasis. Human breast cancer cells (MDA‐MB‐468LN, MDA‐MB‐231) treated with the HSP90 inhibitors KU711, KU758, and 17‐AAG showed a 50–80% decrease in TIC markers CD44 and aldehyde dehydrogenase (P < 0.01) as assessed by flow cytometry. A decrease in sphere formation, which was used to assess self‐renewal, was observed after the treatment of TNBC cells starting at 2.5 µm KU711 and 0.31 µm KU758. KU compounds also blocked the invasion and migration of TNBC cells in a dose‐dependent manner. The knockdown of HSP90 clients was observed without any change in prosurvival HSP70 levels. In vivo, in a murine orthotopic breast cancer model, treatment with KU758 and KU711 yielded an approximately twofold and a fourfold reduction in tumor volumes versus control, respectively, without demonstrated toxicity. In conclusion, C‐terminal HSP90 inhibitors are potent novel therapeutics against TNBC in vitro and in vivo as they target TICs and block invasion, EMT transition, and self‐renewal.
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Affiliation(s)
| | - Patrick T Grogan
- Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin, Madison, WI, USA
| | - Ton Wang
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Joseph Bazzill
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Ang Zuo
- Department of Chemistry and Biochemistry, University of Notre Dame, IN, USA
| | - Peter T White
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | | | - Dawn Kuszynski
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Grace Wang
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Brian S J Blagg
- Department of Chemistry and Biochemistry, University of Notre Dame, IN, USA
| | - Mark S Cohen
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Department of Pharmacology, University of Michigan, Ann Arbor, MI, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
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Gullett J, Cuypers M, Frank M, Royappa G, Subramanian C, White S, Rock CO. Structural Basis for the Utilization of Host Fatty Acids by Bacterial Fatty Acid Binding Proteins. FASEB J 2020. [DOI: 10.1096/fasebj.2020.34.s1.04016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Dey R, Sarkar T, Subramanian C, Anand S, Singh KD, Kulkarni MS. Temporal evolution of activation products in a zircaloy-4 guide tube and the estimation of its external gamma dose rate for decommissioning activities. J Radiol Prot 2020; 40:197-214. [PMID: 31703227 DOI: 10.1088/1361-6498/ab55c9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The dismantling of structural objects during the decommissioning of nuclear facilities needs radioactive source characterisation for the planning of decommissioning strategies in compliance with the ALARA (as low as reasonably achievable) principle. The sources may arise from neutron activation of the structural components in the reactor core as well as contamination due to the radioactive release from the fuel occurred during normal operation or unplanned events in a nuclear power plant (NPP). In a pressurised heavy water reactor (PHWR), various in-core components are predominantly made of either zircaloy-2 or 4. The nuclides present as impurities in the zircaloy, playing a crucial role in the activity inventory due to neutron activation of those nuclides, which in turn determine the external gamma dose rate. The activity of the activation products depend on the neutron flux seen by the component, duration of irradiation and cooling period, half-lives of the daughter products and the amount of the impurities present in the structural components. To illustrate this, a guide tube made up of zircaloy-4 has been considered. A guide tube assembly is a part of the primary shut down system (PSS) which guides the movement of absorber elements in the upward and downward direction in the calandria. This study has identified and quantified the activity inventory in a guide tube at the end of the operation of the reactor using the ORIGEN2 code, and then estimated the associated external gamma dose rate using the FLUKA Monte Carlo code. The findings will help the management of radioactive waste, cost optimisation and collective dose budgeting during the decommissioning stage of a typical PHWR.
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Affiliation(s)
- Riya Dey
- Health Physics Division, Bhabha Atomic Research Centre, Mumbai, India
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Subramanian C, Yao J, Frank MW, Rock CO, Jackowski S. A pantothenate kinase-deficient mouse model reveals a gene expression program associated with brain coenzyme a reduction. Biochim Biophys Acta Mol Basis Dis 2020; 1866:165663. [PMID: 31918006 DOI: 10.1016/j.bbadis.2020.165663] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 12/12/2019] [Accepted: 12/29/2019] [Indexed: 12/12/2022]
Abstract
Pantothenate kinase (PanK) is the first enzyme in the coenzyme A (CoA) biosynthetic pathway. The differential expression of the four-active mammalian PanK isoforms regulates CoA levels in different tissues and PANK2 mutations lead to Pantothenate Kinase Associated Neurodegeneration (PKAN). The molecular mechanisms that potentially underlie PKAN pathophysiology are investigated in a mouse model of CoA deficiency in the central nervous system (CNS). Both PanK1 and PanK2 contribute to brain CoA levels in mice and so a mouse model with a systemic deletion of Pank1 together with neuronal deletion of Pank2 was generated. Neuronal Pank2 expression in double knockout mice decreased starting at P9-11 triggering a significant brain CoA deficiency. The depressed brain CoA in the mice correlates with abnormal forelimb flexing and weakness that, in turn, contributes to reduced locomotion and abnormal gait. Biochemical analysis reveals a reduction in short-chain acyl-CoAs, including acetyl-CoA and succinyl-CoA. Comparative gene expression analysis reveals that the CoA deficiency in brain is associated with a large elevation of Hif3a transcript expression and significant reduction of gene transcripts in heme and hemoglobin synthesis. Reduction of brain heme levels is associated with the CoA deficiency. The data suggest a response to oxygen/glucose deprivation and indicate a disruption of oxidative metabolism arising from a CoA deficiency in the CNS.
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Affiliation(s)
| | - Jiangwei Yao
- St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Matthew W Frank
- St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Charles O Rock
- St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
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Venkittapuram P, Dhandapani M, Suyambulingam J, Subramanian C. Synthesis, characterization, thermal, theoretical and antimicrobial studies of Schiff base ligand and its Co(II) and Cu(II) complexes. J Serb Chem Soc 2020. [DOI: 10.2298/jsc181128049v] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
A Schiff base ligand L was synthesized by condensation of 1,2-diaminoethane with creatinine. The reaction of the ligand with metal chloride salt gives Co(II) and Cu(II) complexes. The synthesized ligand and its metal complexes were characterized by elemental analysis, FT-IR, NMR, UV?Vis, conductivity and magnetic susceptibility measurements as well as thermal analyses. Based on spectral data, tetrahedral geometries have been proposed for the Co(II) and Cu(II) complexes. The molar conductivity data show that the complexes are non-electrolytic in nature. In DFT studies, the geometry of the Schiff base ligand and its Co(II) and Cu(II) complexes were fully optimized using the B3LYP functional together with 6-31g(d,p) and LANL2DZ basis sets. The ligand and its metal complexes were tested against four bacterial species and two fungal species. The results revealed that the metal complexes are more potent against the microbes than the parent ligand.
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Affiliation(s)
| | - Mahalakshmi Dhandapani
- Department of Chemistry, P.S.G.R. Krishnammal College for Women, Coimbatore, Tamil Nadu, India
| | | | - Chitra Subramanian
- Department of Chemistry, P.S.G.R. Krishnammal College for Women, Coimbatore, Tamil Nadu, India
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Suresh MV, Balijepalli S, Zhang B, Singh VV, Swamy S, Panicker S, Dolgachev VA, Subramanian C, Ramakrishnan SK, Thomas B, Rao TC, Delano MJ, Machado-Aranda D, Shah YM, Raghavendran K. Hypoxia-Inducible Factor (HIF)-1α Promotes Inflammation and Injury Following Aspiration-Induced Lung Injury in Mice. Shock 2019; 52:612-621. [PMID: 30601332 PMCID: PMC6591116 DOI: 10.1097/shk.0000000000001312] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Acid aspiration-induced lung injury is a common disease in the intensive care unit (ICU) and acute respiratory distress syndrome (ARDS). Hypoxia-inducible factor (HIF)-1α is a major transcription factor responsible for regulating the cellular response to changes in oxygen tension. A clear understanding of the function of HIF-1α in lung inflammatory response is currently lacking. Here, we sought to determine the role of HIF-1α in type 2 alveolar epithelial cells (AEC) in the generation of the acute inflammatory response following gastric aspiration (GA). GA led to profound hypoxia at very early time points following GA. This correlated to a robust increase in HIF-1α, tissue albumin and pro-inflammatory mediators following GA in AECs. The extent of lung injury and the release of pro/anti-inflammatory cytokines were significantly reduced in HIF-1α (-/-) mice. Finally, we report that HIF-1α upregulation of the acute inflammatory response is dependent on NF-κB following GA.
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Affiliation(s)
| | | | - Boya Zhang
- Department of Surgery, University of Michigan, Ann Arbor
| | | | - Samantha Swamy
- Department of Surgery, University of Michigan, Ann Arbor
| | | | | | | | | | - Bivin Thomas
- Department of Surgery, University of Michigan, Ann Arbor
| | - Tejeshwar C. Rao
- Department of Cell, Development and Integrative Biology, University of Alabama at Birmingham, Birmingham
| | | | | | - Yatrik M. Shah
- Molecular & Integrative Physiology, University of Michigan, Ann Arbor
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Abstract
Emerging research has revealed that the cellular coenzyme A (CoA) supply can become limiting with a detrimental impact on growth, metabolism and survival. Measurement of cellular CoA is a challenge due to its relatively low abundance and the dynamic conversion of free CoA to CoA thioesters that, in turn, participate in numerous metabolic reactions. A method is described that navigates through potential pitfalls during sample preparation to yield an assay with a broad linear range of detection that is suitable for use in many biomedical laboratories.
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Affiliation(s)
- Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital;
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Subramanian C, Thekkelnaycke R, Soni T, Opipari VP, Timmermann BN, Cohen MS. Abstract 5262: Lipidomic profiling of neuroblastoma cells after treatment with novel withalongolide A 4, 19, 27-triacetate (WGA-TA). Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-5262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Neuroblastoma (NB) is a pediatric solid tumor that affects approximately 700 children every year in the United States. Despite advances in treatment, the cure rate for high risk advanced NB having N-myc amplification has a poor response of 40-50%. Standard of care treatment for high risk NB patient consists of surgery, intensive chemotherapy and radiotherapy. Recently, we and others have shown that withanolide treatment of NB induce apoptosis of NB cells, through several mechanism including lipid oxidation, down regulation of N-myc and suppression of Akt/mTOR/NF-κB activation. Therefore, we hypothesized that mass spectrometric analysis of untargeted lipidomic profiling after treatment of NB cells with withanolide WGA-TA will identify novel prognostic and diagnostic biomarkers of NB.
Methods: Validated neuroblastoma cell lines IMR32 (N-myc amplified) and SH-EP (N-myc non-amplified) were grown in 2D culture in appropriate growth medium. Lipids were extracted from cells using modified Bligh and Dyer method. Lipidomic profiling was carried out using LC MS/MS. Principal component analysis (PCA) was used to identify differentially regulated metabolites.
Results: Principal component analysis of NB cell lines and WGA-TA treatment showed complete separation of samples as well as internal controls. Initial analysis of lipid profiling of IMR32 and SH-EP cells showed differential regulation of several lipids. N-myc non-amplified SH-EP cells have upregulation of phospholipids such as phosphocholine (PC), phosphor ethanol amine (PE), sphingomyelin (SM) and free fatty acid, whereas glycerol lipid diacyl glycerol (DG) is down regulated in SH-EP cells compared to IMR32 cells. Treatment of IMR32 cells with WGA-TA led to up regulation of phospho lipids such as PC, phosphoserine (PS), SM, Lyso PE, free fatty acids just like N-myc non-amplified cells. But, triglycerides (TG) were up regulated after treatment with WGA-TA in both IMR32 and SH-EP cells.
Conclusions: WGA-TA treatment of N-myc amplified cells led to upregulation of phospholipids similar to that of N-myc non-amplified cells indicating that CDP-Choline pathway lipids might play an important role in NB. Further analysis is needed to unravel the link between N-myc and lipid metabolism in NB.
Citation Format: Chitra Subramanian, Rajendiran Thekkelnaycke, Tanu Soni, Valerie P. Opipari, Barbara N. Timmermann, Mark S. Cohen. Lipidomic profiling of neuroblastoma cells after treatment with novel withalongolide A 4, 19, 27-triacetate (WGA-TA) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 5262.
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Subramanian C, Frank MW, Batte JL, Whaley SG, Rock CO. Oleate hydratase from Staphylococcus aureus protects against palmitoleic acid, the major antimicrobial fatty acid produced by mammalian skin. J Biol Chem 2019; 294:9285-9294. [PMID: 31018965 DOI: 10.1074/jbc.ra119.008439] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 04/11/2019] [Indexed: 01/01/2023] Open
Abstract
Oleate hydratases (OhyAs) belong to a large family of bacterial proteins catalyzing the hydration or isomerization of double bonds in unsaturated fatty acids. A Staphylococcus aureus gene (Sa0102) is predicted to encode an OhyA. Here, we recombinantly expressed and purified SaOhyA and found that it forms a homodimer that requires FAD for activity. SaOhyA hydrates only unsaturated fatty acids containing cis-9 double bonds, but not fatty acids with trans-9 double bonds or cis double bonds at other positions. SaOhyA products were not detected in S. aureus phospholipids and were released into the growth medium. S. aureus does not synthesize unsaturated fatty acids, and the SaOhyA substrates are derived from infection sites. Palmitoleate (16:1(9Z)) is a major mammalian skin-produced antimicrobial fatty acid that protects against S. aureus infection, and we observed that it is an SaOhyA substrate and that its hydroxylated derivative is not antimicrobial. Treatment of S. aureus with 24 μm 16:1(9Z) immediately arrested growth, followed by growth resumption after a lag period of 2 h. The ΔohyA mutant strain did not recover from the 16:1(9Z) challenge, and increasing SaOhyA expression using a plasmid system prevented the initial growth arrest. Challenging S. aureus with sapienic acid (16:1(6Z)), an antimicrobial fatty acid produced only by human skin, arrested growth without recovery in WT, ΔohyA, and SaOhyA-overexpressing strains. We conclude that SaOhyA protects S. aureus from palmitoleic acid, the antimicrobial unsaturated fatty acid produced by most mammals, and that sapienic acid, uniquely produced by humans, counters the OhyA-dependent bacterial defense mechanism.
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Affiliation(s)
- Chitra Subramanian
- From the Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Matthew W Frank
- From the Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Justin L Batte
- From the Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Sarah G Whaley
- From the Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Charles O Rock
- From the Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
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Yao J, Subramanian C, Rock CO, Jackowski S. Human pantothenate kinase 4 is a pseudo-pantothenate kinase. Protein Sci 2019; 28:1031-1047. [PMID: 30927326 DOI: 10.1002/pro.3611] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/28/2019] [Indexed: 11/07/2022]
Abstract
Pantothenate kinase generates 4'-phosphopantothenate in the first and rate-determining step of coenzyme A (CoA) biosynthesis. The human genome encodes three well-characterized and nearly identical pantothenate kinases (PANK1-3) plus a putative bifunctional protein (PANK4) with a predicted amino-terminal pantothenate kinase domain fused to a carboxy-terminal phosphatase domain. Structural and phylogenetic analyses show that all active, characterized PANKs contain the key catalytic residues Glu138 and Arg207 (HsPANK3 numbering). However, all amniote PANK4s, including human PANK4, encode Glu138Val and Arg207Trp substitutions which are predicted to inactivate kinase activity. Biochemical analysis corroborates bioinformatic predictions-human PANK4 lacks pantothenate kinase activity. Introducing Glu138Val and Arg207Trp substitutions to the human PANK3 and plant PANK4 abolished their robust pantothenate kinase activity. Introducing both catalytic residues back into human PANK4 restored kinase activity, but only to a low level. This result suggests that epistatic changes to the rest of the protein already reduced the kinase activity prior to mutation of the catalytic residues in the course of evolution. The PANK4 from frog, an anamniote living relative encoding the catalytically active residues, had only a low level of kinase activity, supporting the view that HsPANK4 had reduced kinase activity prior to the catalytic residue substitutions in amniotes. Together, our data show that human PANK4 is a pseudo-pantothenate kinase-a catalytically deficient variant of the catalytically active PANK4 found in plants and fungi. The Glu138Val and Arg207Trp substitutions in amniotes (HsPANK3 numbering) completely deactivated the pantothenate kinase activity that had already been reduced by prior epistatic mutations.
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Affiliation(s)
- Jiangwei Yao
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, 38105
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, 38105
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, 38105
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, 38105
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Suyambulingam JK, Subramanian C, Velusamy P, Rathinasamy PR, Gowrishankar PM, Sakthivelmurugan P. Bioactive Hetero Bimetallic Ni(II)/Zn(II) Complexes with Compartmental Schiff Bases and Triphenylphosphine as Co-Ligand: Synthesis, Characterization and Thermal Decomposition. INORG NANO-MET CHEM 2019. [DOI: 10.1080/24701556.2019.1603160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
| | - Chitra Subramanian
- Department of Chemistry, P S G R Krishnammal College for Women, Coimbatore, TamilNadu, India
| | - Praveena Velusamy
- Department of Chemistry, P S G R Krishnammal College for Women, Coimbatore, TamilNadu, India
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Cuypers MG, Subramanian C, Gullett JM, Frank MW, White SW, Rock CO. Acyl-chain selectivity and physiological roles of Staphylococcus aureus fatty acid-binding proteins. J Biol Chem 2018; 294:38-49. [PMID: 30429218 DOI: 10.1074/jbc.ra118.006160] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 10/25/2018] [Indexed: 12/22/2022] Open
Abstract
Fatty acid (FA) kinase produces acyl-phosphate for the synthesis of membrane phospholipids in Gram-positive bacterial pathogens. FA kinase consists of a kinase protein (FakA) that phosphorylates an FA substrate bound to a second module, an FA-binding protein (FakB). Staphylococcus aureus expresses two distinct, but related, FakBs with different FA selectivities. Here, we report the structures of FakB1 bound to four saturated FAs at 1.6-1.93 Å resolution. We observed that the different FA structures are accommodated within a slightly curved hydrophobic cavity whose length is governed by the conformation of an isoleucine side chain at the end of the tunnel. The hydrophobic tunnel in FakB1 prevents the binding of cis-unsaturated FAs, which are instead accommodated by the kinked tunnel within the FakB2 protein. The differences in the FakB interiors are not propagated to the proteins' surfaces, preserving the protein-protein interactions with their three common partners, FakA, PlsX, and PlsY. Using cellular thermal shift analyses, we found that FakB1 binds FA in vivo, whereas a significant proportion of FakB2 does not. Incorporation of exogenous FA into phospholipid in ΔfakB1 and ΔfakB2 S. aureus knockout strains revealed that FakB1 does not efficiently activate unsaturated FAs. FakB2 preferred unsaturated FAs, but also allowed the incorporation of saturated FAs. These results are consistent with a model in which FakB1 primarily functions in the recycling of the saturated FAs produced by S. aureus metabolism, whereas FakB2 activates host-derived oleate, which S. aureus does not produce but is abundant at infection sites.
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Affiliation(s)
- Maxime G Cuypers
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Jessica M Gullett
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Stephen W White
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, Tennessee 38105
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee 38105.
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Subramanian C, Cohen MS. Over expression of DNA damage and cell cycle dependent proteins are associated with poor survival in patients with adrenocortical carcinoma. Surgery 2018; 165:202-210. [PMID: 30413320 DOI: 10.1016/j.surg.2018.04.080] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 04/03/2018] [Accepted: 04/18/2018] [Indexed: 12/16/2022]
Abstract
BACKGROUND Adrenocortical carcinoma is a rare and aggressive malignancy with poor survival. With limited treatment options and high risk of relapse, identifying improved targets and therapies for adrenocortical carcinoma is important. We hypothesized that analysis of the database of The Cancer Genome Atlas could identify important novel biomarkers for improved therapeutic targeting of adrenocortical carcinoma. METHODS We utilized the University of Alabama interactive web resource to identify novel biomarkers observed in 79 adrenocortical carcinoma patients. Identified biomarkers were then examined for prognostic correlations using the cBioPortal and analyzed for statistical significance using STATA 13.0. RESULTS The Cancer Genome Atlas data mining in the University of Alabama interactive web resource for pathways associated with poor survival of patients with adrenocortical carcinoma revealed significant upregulation of genes involved in DNA damage and regulation of cell-cycle pathways, such as AURKA, AURKB, CDK1, CDK4, CDK6, PLK1, CHEK1, CHEK2, CDC7, BUB3, and MCM3 (P < .001-.05). On outcome correlation, greater expression levels of all the genes except CDK4 were associated with worse survival compared with medium or low levels of gene expression (P < .001 all) irrespective of age orsex. Consistent with our University of Alabama interactive web resource findings, data mining in the cBioPortal also revealed upregulation of genes regulating DNA-damage and cell cycle-related genes in 82% of patients (z score = 1.5). CONCLUSION Large data mining from the The Cancer Genome Atlas and cBioPortal databases identified overexpression of genes involved in DNA damage and those regulating pathways of the cell cycle, which correlated with poorer overall survival in adrenocortical carcinoma patients.
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Affiliation(s)
| | - Mark S Cohen
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Department of Pharmacology, University of Michigan, Ann Arbor, Michigan.
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Sharma LK, Subramanian C, Yun MK, Frank MW, White SW, Rock CO, Lee RE, Jackowski S. A therapeutic approach to pantothenate kinase associated neurodegeneration. Nat Commun 2018; 9:4399. [PMID: 30352999 PMCID: PMC6199309 DOI: 10.1038/s41467-018-06703-2] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 09/20/2018] [Indexed: 12/17/2022] Open
Abstract
Pantothenate kinase (PANK) is a metabolic enzyme that regulates cellular coenzyme A (CoA) levels. There are three human PANK genes, and inactivating mutations in PANK2 lead to pantothenate kinase associated neurodegeneration (PKAN). Here we performed a library screen followed by chemical optimization to produce PZ-2891, an allosteric PANK activator that crosses the blood brain barrier. PZ-2891 occupies the pantothenate pocket and engages the dimer interface to form a PANK•ATP•Mg2+•PZ-2891 complex. The binding of PZ-2891 to one protomer locks the opposite protomer in a catalytically active conformation that is refractory to acetyl-CoA inhibition. Oral administration of PZ-2891 increases CoA levels in mouse liver and brain. A knockout mouse model of brain CoA deficiency exhibited weight loss, severe locomotor impairment and early death. Knockout mice on PZ-2891 therapy gain weight, and have improved locomotor activity and life span establishing pantazines as novel therapeutics for the treatment of PKAN.
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Affiliation(s)
- Lalit Kumar Sharma
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
- Nurix, Inc, 1700 Owens Street, Suite 205, San Francisco, CA, 94158, USA
| | - Chitra Subramanian
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Mi-Kyung Yun
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Matthew W Frank
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Stephen W White
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Charles O Rock
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Richard E Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Suzanne Jackowski
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
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Cuypers MG, Ericson M, Subramanian C, White SW, Rock CO. The residues in the hydrophobic core of Staphylococcus aureus fatty acid kinase B1 determine fatty acid specificity. Acta Crystallogr A Found Adv 2018. [DOI: 10.1107/s0108767318099567] [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: 11/10/2022] Open
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Subramanian C, Rajendiran TM, Soni T, Cohen MS. Abstract 5481: Targeting the kynurenine pathway as a novel metabolic treatment for head and neck cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Head and neck squamous cell carcinoma (HNSCC) still claims 330,000 lives globally each year, indicating a critical need for novel therapies. Recently, we identified high levels of kynurenine (K) in HNSCC patients through global metabolic profiling of HNSCC tumor tissues via mass spectrometry (MS). Indoleamine-2,3-dioxygenase (IDO) and tryptophan-2,3- dioxygenase (TDO) are enzymes that degrade tryptophan to K. Elevated K allows tumor cells to evade immune response more easily, promoting cancer progression, while increased IDO levels are associated with poorer prognosis. We hypothesize that restoring immune response to tumors by blocking IDO1 will be an effective therapeutic strategy for sensitizing HNSCC.
Methods: Validated human HNSCC cell lines were grown in 2D culture. Kynurenine levels were measured by MS. IDO1, IDO2 and TDO levels in tissue samples were measured by Western blot (WB) analysis. siRNAs for IDO1, IDO2, and TDO were used to knock down tryptophan pathway enzymes (non-targeting siRNA controls). Knockdown efficiency was evaluated by immunocytochemistry. After knockdown of IDO1, RNA was isolated, reverse transcribed and cancer associated pathways were analyzed using RT2 cancer pathway profiler (data analyzed using GeneGlobe; Qiagen).
Results: Evaluation of the expression levels of enzymes that play a critical role in kynurenine pathway by WB analysis indicated upregulation of IDO1, IDO2 and TOD in both primary and metastatic tumor samples. siRNA-mediated knockdown of these enzymes indicated that only IDO1 knockdown was able to significantly reduce the levels of kynurenine by more than 80% (p<0.001), whereas knockdown of IDO2 and TDO reduced the kynurenine levels only by 10-25% (p>0.05%). Regulation of IDO1 function evaluated by the RT2 cancer pathway finder indicated downregulation of several genes involved in angiogenesis (ANGPT1, MCP-1, FGF2, TEK, VEGF, SERPINF1), pro-survival (c-IAP2 and XIAP), EMT transition (CDH2, OCLN and SNAI1), and DNA repair (LIG4, POLB, ERCC3 and DDB2), whereas genes involved in glycolysis (ACLY, G6PD,COX5A,LPL and PFKL), DNA damage (GADD34, GADD45G etc) and apoptosis (CASP7, CASP9, BCL2L11) were upregulated.
Conclusion: Kynurenine is highly upregulated in HNSCC with checkpoint inhibition of IDO1 leading to increased apoptosis in vitro as well as increases in several glycolytic enzymes. Further translational analysis of glycolytic influences on the tryptophan pathway and immune checkpoint inhibition of IDO1 will provide mechanistic support for development of novel metabolic therapies for HNSCC.
Citation Format: Chitra Subramanian, Thekkelnaycke M. Rajendiran, Tanu Soni, Mark S. Cohen. Targeting the kynurenine pathway as a novel metabolic treatment for head and neck cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5481.
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Donneys A, Subramanian C, Lynn J, Urlaub K, Kovatch K, Uygur HS, Cohen MS, Buchman SR. Abstract 2911: The propitious dual roles of deferoxamine in head and neck cancer management. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: For head and neck cancer survivors, radiotherapy (XRT) improves survivorship at a cost of impaired quality of life. XRT-induced pathologic fractures (fxs) and associated nonunions are devastating iatrogenic sequelae associated with microvascular damage in bone, yet there are no pharmacologic strategies to prevent or treat these maladies. Deferoxamine (DFO), an FDA-approved iron chelator, has been extensively investigated for its ability to promote tissue vascularization through upregulation of the HIF-1α pathway. Our laboratory has previously demonstrated improved fx healing and prevention of nonunions in radiated bone utilizing localized DFO administration. However, the role of DFO in head and neck squamous cell carcinoma (HNSCC) tumorigenesis is currently unknown. While iron is essential for normal cell proliferation, excessive iron is associated with multiple oncogenic pathways. Thus, localized iron chelation may have beneficial antitumorigenic properties. Elucidating the role of iron metabolism and correlations between iron chelation and angiogenic signaling may offer opportunities for diagnostic and treatment purposes, while simultaneously improving tissue engineering efforts for HNSCC survivors.
Methods: We surveyed the UALCAN survivorship data base for iron-related genes in HNSCC. In vitro, established MDA1986 (HPV+) and UMSCC108 (HPV-) cell lines were grown in culture. The effects of DFO were probed on 3-D tumorspheres. HIF-1α was examined by IHC, and Western blot (WB) was used to elucidate iron mediators. In vivo, MDA-1986 buccal xenografts were developed in Nu/Nu mice. Control, DFO, and XRT groups were generated, and DFO and XRT were administered as previously described. IVIS imaging and tumor volumes were used to monitor growth. UALCAN data guided the selection of iron-regulatory proteins identified by WB in excised tumors.
Results: TFRC and FTH-1 were highly upregulated, suggesting that dysregulation of iron metabolism contributes to HNSCC development. In vitro, we observed a dose-dependent decrease in 3-D tumorsphere formation and no alterations in HIF-1α expression. WB demonstrated TFRC downregulation in response to 100µM DFO in both HPV+ and - cells. In vivo, a significant decrease in tumor growth and radiance was observed with DFO treatment (comparable to XRT) when compared to untreated controls. Excised tumor WB demonstrated downregulation of TFRC, identifying it as a pivotal indicator of response to iron-chelation therapy.
Conclusion: In vitro and in vivo studies reveal that DFO exhibits antitumorigenic effects, and suggest that HIF-1α is not affected by iron chelation in HNSCC cells. Moreover, TFRC was identified as a biomarker for indicating treatment response. Our findings signify that localized DFO may have antitumorigenic effects, in addition to the previously established regenerative therapeutic effects for the treatment of XRT-induced bone pathologies.
Citation Format: Alexis Donneys, Chitra Subramanian, Jeremy Lynn, Kevin Urlaub, Kevin Kovatch, Halil S. Uygur, Mark S. Cohen, Steven R. Buchman. The propitious dual roles of deferoxamine in head and neck cancer management [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2911.
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Subramanian C, White PT, Kuai R, Kalidindi A, Castle VP, Moon JJ, Timmermann BN, Schwendeman A, Cohen MS. Synthetic high-density lipoprotein nanoconjugate targets neuroblastoma stem cells, blocking migration and self-renewal. Surgery 2018; 164:S0039-6060(18)30080-1. [PMID: 29753460 PMCID: PMC6814450 DOI: 10.1016/j.surg.2018.01.023] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 01/13/2018] [Indexed: 01/08/2023]
Abstract
BACKGROUND Pathways critical for neuroblastoma cancer stem cell function are targeted by 4,19,27-triacetyl withalongolide A (WGA-TA). Because neuroblastoma cells and their cancer stem cells highly overexpress the scavenger receptor class B type 1 receptor that binds to synthetic high-density lipoprotein, we hypothesized that a novel mimetic synthetic high-density lipoprotein nanoparticle would be an ideal carrier for the delivery of 4,19,27-triacetyl withalongolide to neuroblastoma and neuroblastoma cancer stem cells. METHODS Expression of scavenger receptor class B type 1 in validated human neuroblastoma cells was evaluated by quantitative polymerase chain reaction (qPCR) and Western blot. In vitro cellular uptake of synthetic high-density lipoprotein nanoparticles was observed with a fluorescence microscope. In vivo biodistribution of synthetic high-density lipoprotein nanoparticles was investigated with IVIS imaging. Self-renewal and migration/invasion were assessed by sphere formation and Boyden chamber assays, respectively. Viability was analyzed by CellTiter-Glo assay. Cancer stem cell markers were evaluated by flow cytometry. RESULTS qPCR and Western blot analysis revealed a higher level of scavenger receptor class B type 1 expression and drug uptake in N-myc amplified neuroblastoma cells. In vitro uptake of synthetic high-density lipoprotein was almost completely blocked by excess synthetic high-density lipoprotein. The synthetic high-density lipoprotein nanoparticles mainly accumulated in the tumor and liver, but not in other organs. Synthetic HDL-4,19,27-triacetyl withalongolide showed a 1,000-fold higher potency than the carrier (synthetic high-density lipoprotein) alone (P < .01) to kill neuroblastoma cells. Additionally, a dose-dependent decrease in sphere formation, invasion, migration, and cancer stem cell markers was observed after treatment of neuroblastoma cells with synthetic high-density lipoprotein-4,19,27-triacetyl withalongolide A. CONCLUSION Synthetic high-density lipoprotein is a promising platform to improve the delivery of anticancer drug 4,19,27-triacetyl withalongolide A to neuroblastomas and neuroblastoma cancer stem cells through SR-B1 targeting in vitro and in vivo.
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Affiliation(s)
| | - Peter T White
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Rui Kuai
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI; Biointerfaces Institute, University of Michigan, Ann Arbor, MI
| | | | | | - James J Moon
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI; Biointerfaces Institute, University of Michigan, Ann Arbor, MI
| | | | - Anna Schwendeman
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI; Biointerfaces Institute, University of Michigan, Ann Arbor, MI
| | - Mark S Cohen
- Department of Surgery, University of Michigan, Ann Arbor, MI; Department of Pharmacology, University of Michigan, Ann Arbor, MI.
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Subramanian C, Grogan PT, Opipari VP, Timmermann BN, Cohen MS. Novel natural withanolides induce apoptosis and inhibit migration of neuroblastoma cells through down regulation of N-myc and suppression of Akt/mTOR/NF-κB activation. Oncotarget 2018; 9:14509-14523. [PMID: 29581860 PMCID: PMC5865686 DOI: 10.18632/oncotarget.24429] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [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: 12/15/2016] [Accepted: 09/04/2017] [Indexed: 02/06/2023] Open
Abstract
Despite recent advances in intensive chemotherapy treatments, long-term success is achieved in less than 30% of children with high-risk neuroblastoma (NB). Key regulatory pathways including the PI3K/Akt, mTOR and NF-κB are implicated in the pathogenesis of NB. Although drugs targeting these individual pathways are in clinical trials, they are not effective due to the activation of compensatory mechanisms. We have previously reported that natural novel withanolides from Physalis longifolia can potently inhibit these key regulatory pathways simultaneously. In the present study, we examined the efficacy and mechanisms through which novel withanolides and their acetate derivatives (WGA-TA and WGB-DA) from P.longifolia kill NB cells. The results from the study demonstrated that our novel acetate derivatives are highly effective in inhibiting the proliferation, shifting the cell cycle and inducing apoptosis in a dose dependent manner. Analysis of oncogenic pathway proteins targeted by withanolides indicated induction of heat shock response due to oxidative stress. Dose dependent decrease in clients of HSP90 chaperone function due to suppression of Akt, mTOR, and NF-κB pathways led to decrease in the expressions of target genes such as cyclin D1, N-myc and Survivin. Additionally, there was a dose dependent attenuation of the migration and invasion of NB cells. Furthermore, the lead compound WGA-TA showed significant reduction in tumor growth of NB xenografts. Taken together, these results suggest that withanolides are an effective therapeutic option against NBs.
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Affiliation(s)
| | - Patrick T Grogan
- Department of Internal Medicine, University of Wisconsin, Madison, WI, USA
| | - Valerie P Opipari
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | | | - Mark S Cohen
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.,Department of Pharmacology, University of Michigan, Ann Arbor, MI, USA
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Subramanian C, Kovatch KJ, Sim MW, Wang G, Prince ME, Carey TE, Davis R, Blagg BSJ, Cohen MS. Novel C-Terminal Heat Shock Protein 90 Inhibitors (KU711 and Ku757) Are Effective in Targeting Head and Neck Squamous Cell Carcinoma Cancer Stem cells. Neoplasia 2017; 19:1003-1011. [PMID: 29121598 PMCID: PMC5681325 DOI: 10.1016/j.neo.2017.09.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Revised: 09/19/2017] [Accepted: 09/20/2017] [Indexed: 12/28/2022] Open
Abstract
Advanced head and neck squamous cell carcinoma (HNSCC) remains a therapeutic challenge due to the development of therapy resistance. Several studies have implicated the development of cancer stem cells as a possible mechanism for therapy resistance in HNSCC. Heat shock protein 90's (Hsp90's) molecular chaperone function is implicated in pathways of resistance in HNSCC. Therefore, in the present study, we investigated the efficacy of novel C-terminal Hsp90 inhibitors (KU711 and KU757) in targeting HNSCC cancer stem cells (CSCs). Treatment of HNSCC human cell lines MDA1986, UMSCC 22B, and UMSCC 22B cisplatin-resistant cells with the KU compounds indicated complete blockage of self-renewal for the resistant and parent cell lines starting from 20 μM KU711 and 1 μM KU757. Dose-dependent decrease in the cancer stem cell markers CD44, ALDH, and CD44/ALDH double-positive cells was observed for all cell lines after treatment with KU711 and KU757. When cells were treated with either drug, migration and invasion were downregulated greater than 90% even at the lowest concentrations of 20 μM KU711 and 1 μM KU757. Western blot showed >90% reduction in client protein "stemness" marker BMI-1 and mesenchymal marker vimentin, as well as increase in epithelial marker E-cadherin for both cell lines, indicating epithelial to mesenchymal transition quiescence. Several CSC-mediated miRNAs that play a critical role in HNSCC therapy resistance were also downregulated with KU treatment. In vivo, KU compounds were effective in decreasing tumor growth with no observed toxicity. Taken together, these results indicate that KU compounds are effective therapeutics for targeting HNSCC CSCs.
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Affiliation(s)
| | - K J Kovatch
- Department of Otolaryngology Head & Neck Surgery, University of Michigan, USA
| | - M W Sim
- Department of Otolaryngology Head & Neck Surgery, Indiana University School of Medicine, USA
| | - G Wang
- Department of Pathology, Pharmacology, University of Michigan, USA
| | - M E Prince
- Department of Otolaryngology Head & Neck Surgery, University of Michigan, USA
| | - T E Carey
- Department of Otolaryngology Head & Neck Surgery, University of Michigan, USA
| | - R Davis
- Department of Chemistry and Biochemistry, University of Notre Dame, USA
| | - B S J Blagg
- Department of Chemistry and Biochemistry, University of Notre Dame, USA
| | - M S Cohen
- Department of Surgery, University of Michigan, USA.
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