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Killarney ST, Tait SWG, Green DR, Wood KC. Sublethal engagement of apoptotic pathways in residual cancer. Trends Cell Biol 2024; 34:225-238. [PMID: 37573235 PMCID: PMC10858294 DOI: 10.1016/j.tcb.2023.07.005] [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: 04/20/2023] [Revised: 07/11/2023] [Accepted: 07/12/2023] [Indexed: 08/14/2023]
Abstract
Cytotoxic chemo-, radio-, and targeted therapies frequently elicit apoptotic cancer cell death. Mitochondrial outer membrane permeabilization (MOMP) is a critical, regulated step in this apoptotic pathway. The residual cancer cells that survive treatment serve as the seeds of eventual relapse and are often functionally characterized by their transient tolerance of multiple therapeutic treatments. New studies suggest that, in these cells, a sublethal degree of MOMP, reflective of incomplete apoptotic commitment, is widely observed. Here, we review recent evidence that this sublethal MOMP drives the aggressive features of residual cancer cells while templating a host of unique vulnerabilities, highlighting how failed apoptosis may counterintuitively enable new therapeutic strategies to target residual disease (RD).
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Affiliation(s)
- Shane T Killarney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Stephen W G Tait
- Cancer Research UK Beatson Institute, Switchback Road, Glasgow G61 1BD, UK
| | - Douglas R Green
- Department of Immunology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA.
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2
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Maltas J, Killarney ST, Singleton KR, Strobl MAR, Washart R, Wood KC, Wood KB. Drug dependence in cancer is exploitable by optimally constructed treatment holidays. Nat Ecol Evol 2024; 8:147-162. [PMID: 38012363 PMCID: PMC10918730 DOI: 10.1038/s41559-023-02255-x] [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: 07/06/2022] [Accepted: 10/19/2023] [Indexed: 11/29/2023]
Abstract
Cancers with acquired resistance to targeted therapy can become simultaneously dependent on the presence of the targeted therapy drug for survival, suggesting that intermittent therapy may slow resistance. However, relatively little is known about which tumours are likely to become dependent and how to schedule intermittent therapy optimally. Here we characterized drug dependence across a panel of over 75 MAPK-inhibitor-resistant BRAFV600E mutant melanoma models at the population and single-clone levels. Melanocytic differentiated models exhibited a much greater tendency to give rise to drug-dependent progeny than their dedifferentiated counterparts. Mechanistically, acquired loss of microphthalmia-associated transcription factor in differentiated melanoma models drives ERK-JunB-p21 signalling to enforce drug dependence. We identified the optimal scheduling of 'drug holidays' using simple mathematical models that we validated across short and long timescales. Without detailed knowledge of tumour characteristics, we found that a simple adaptive therapy protocol can produce near-optimal outcomes using only measurements of total population size. Finally, a spatial agent-based model showed that optimal schedules derived from exponentially growing cells in culture remain nearly optimal in the context of tumour cell turnover and limited environmental carrying capacity. These findings may guide the implementation of improved evolution-inspired treatment strategies for drug-dependent cancers.
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Affiliation(s)
- Jeff Maltas
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA
| | - Shane T Killarney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | | | - Maximilian A R Strobl
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Rachel Washart
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA.
| | - Kevin B Wood
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA.
- Department of Physics, University of Michigan, Ann Arbor, MI, USA.
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3
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Maltas J, Killarney ST, Singleton KR, Strobl MAR, Washart R, Wood KC, Wood KB. Author Correction: Drug dependence in cancer is exploitable by optimally constructed treatment holidays. Nat Ecol Evol 2024; 8:176. [PMID: 38086953 DOI: 10.1038/s41559-023-02300-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Affiliation(s)
- Jeff Maltas
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA
| | - Shane T Killarney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | | | - Maximilian A R Strobl
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Rachel Washart
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA.
| | - Kevin B Wood
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA.
- Department of Physics, University of Michigan, Ann Arbor, MI, USA.
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4
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Killarney ST, Washart R, Soderquist RS, Hoj JP, Lebhar J, Lin KH, Wood KC. Executioner caspases restrict mitochondrial RNA-driven Type I IFN induction during chemotherapy-induced apoptosis. Nat Commun 2023; 14:1399. [PMID: 36918588 PMCID: PMC10015073 DOI: 10.1038/s41467-023-37146-z] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 03/03/2023] [Indexed: 03/16/2023] Open
Abstract
During apoptosis, mitochondrial outer membrane permeabilization (MOMP) enables certain mitochondrial matrix macromolecules to escape into the cytosol. However, the fate of mitochondrial RNA (mtRNA) during apoptosis is unknown. Here, we demonstrate that MOMP results in the cytoplasmic release of mtRNA and that executioner caspases-3 and -7 (casp3/7) prevent cytoplasmic mtRNA from triggering inflammatory signaling. In the setting of genetic or pharmacological casp3/7 inhibition, apoptotic insults result in mtRNA activation of the MDA5/MAVS/IRF3 pathway to drive Type I interferon (IFN) signaling. This pathway is sufficient to activate tumor-intrinsic Type I IFN signaling in immunologically cold cancer models that lack an intact cGAS/STING signaling pathway, promote CD8+ T-cell-dependent anti-tumor immunity, and overcome anti-PD1 refractoriness in vivo. Thus, a key function of casp3/7 is to inhibit inflammation caused by the cytoplasmic release of mtRNA, and pharmacological modulation of this pathway increases the immunogenicity of chemotherapy-induced apoptosis.
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Affiliation(s)
- Shane T Killarney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Rachel Washart
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Ryan S Soderquist
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Jacob P Hoj
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Jamie Lebhar
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Kevin H Lin
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA.
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5
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Bassil CF, Anderson GR, Mayro B, Askin KN, Winter PS, Gruber S, Hall TM, Hoj JP, Cerda-Smith C, Hutchinson HM, Killarney ST, Singleton KR, Qin L, Jubien-Girard K, Favreau C, Martin AR, Robert G, Benhida R, Auberger P, Pendergast AM, Lonard DM, Puissant A, Wood KC. MCB-613 exploits a collateral sensitivity in drug resistant EGFR-mutant non-small cell lung cancer through covalent inhibition of KEAP1. bioRxiv 2023:2023.01.17.524094. [PMID: 36711936 PMCID: PMC9882253 DOI: 10.1101/2023.01.17.524094] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Targeted therapies have revolutionized cancer chemotherapy. Unfortunately, most patients develop multifocal resistance to these drugs within a matter of months. Here, we used a high-throughput phenotypic small molecule screen to identify MCB-613 as a compound that selectively targets EGFR-mutant, EGFR inhibitor-resistant non-small cell lung cancer (NSCLC) cells harboring diverse resistance mechanisms. Subsequent proteomic and functional genomic screens involving MCB-613 identified its target in this context to be KEAP1, revealing that this gene is selectively essential in the setting of EGFR inhibitor resistance. In-depth molecular characterization demonstrated that (1) MCB-613 binds KEAP1 covalently; (2) a single molecule of MCB-613 is capable of bridging two KEAP1 monomers together; and, (3) this modification interferes with the degradation of canonical KEAP1 substrates such as NRF2. Surprisingly, NRF2 knockout sensitizes cells to MCB-613, suggesting that the drug functions through modulation of an alternative KEAP1 substrate. Together, these findings advance MCB-613 as a new tool for exploiting the selective essentiality of KEAP1 in drug-resistant, EGFR-mutant NSCLC cells.
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Affiliation(s)
| | - Gray R Anderson
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Benjamin Mayro
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Kayleigh N Askin
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Peter S Winter
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Samuel Gruber
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Tierney M Hall
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Jacob P Hoj
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | | | - Haley M Hutchinson
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Shane T Killarney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | | | - Li Qin
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
| | - Kévin Jubien-Girard
- Université Côte d'Azur, CNRS, Institut de Chimie de Nice UMR 7272 - 06108 Nice, France
| | | | - Anthony R Martin
- Université Côte d'Azur, CNRS, Institut de Chimie de Nice UMR 7272 - 06108 Nice, France
- IBMM, Université de Montpellier, ENSCM, CNRS, Montpellier, France
| | | | - Rachid Benhida
- Université Côte d'Azur, CNRS, Institut de Chimie de Nice UMR 7272 - 06108 Nice, France
- Chemical & Biochemical Sciences Green-Process Engineering (CBS) Mohammed VI Polytechnic University, Lot 660, Hay Moulay Rachid, Benguerir, Morocco
| | | | | | - David M Lonard
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
| | - Alexandre Puissant
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
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6
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Lin KH, Rutter JC, Xie A, Killarney ST, Vaganay C, Benaksas C, Ling F, Sodaro G, Meslin PA, Bassil CF, Fenouille N, Hoj J, Washart R, Ang HX, Cerda-Smith C, Chaintreuil P, Jacquel A, Auberger P, Forget A, Itzykson R, Lu M, Lin J, Pierobon M, Sheng Z, Li X, Chilkoti A, Owzar K, Rizzieri DA, Pardee TS, Benajiba L, Petricoin E, Puissant A, Wood KC. P2RY2-AKT activation is a therapeutically actionable consequence of XPO1 inhibition in acute myeloid leukemia. Nat Cancer 2022; 3:837-851. [PMID: 35668193 PMCID: PMC9949365 DOI: 10.1038/s43018-022-00394-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Accepted: 05/04/2022] [Indexed: 12/12/2022]
Abstract
Selinexor is a first-in-class inhibitor of the nuclear exportin XPO1 that was recently approved by the US Food and Drug Administration for the treatment of multiple myeloma and diffuse large B-cell lymphoma. In relapsed/refractory acute myeloid leukemia (AML), selinexor has shown promising activity, suggesting that selinexor-based combination therapies may have clinical potential. Here, motivated by the hypothesis that selinexor's nuclear sequestration of diverse substrates imposes pleiotropic fitness effects on AML cells, we systematically catalog the pro- and anti-fitness consequences of selinexor treatment. We discover that selinexor activates PI3Kγ-dependent AKT signaling in AML by upregulating the purinergic receptor P2RY2. Inhibiting this axis potentiates the anti-leukemic effects of selinexor in AML cell lines, patient-derived primary cultures and multiple mouse models of AML. In a syngeneic, MLL-AF9-driven mouse model of AML, treatment with selinexor and ipatasertib outperforms both standard-of-care chemotherapy and chemotherapy with selinexor. Together, these findings establish drug-induced P2RY2-AKT signaling as an actionable consequence of XPO1 inhibition in AML.
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Affiliation(s)
- Kevin H Lin
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Justine C Rutter
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Abigail Xie
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Shane T Killarney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Camille Vaganay
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Chaima Benaksas
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Frank Ling
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Gaetano Sodaro
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Paul-Arthur Meslin
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | | | - Nina Fenouille
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Jacob Hoj
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Rachel Washart
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Hazel X Ang
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | | | | | | | | | - Antoine Forget
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Raphael Itzykson
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Min Lu
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Jiaxing Lin
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Zhecheng Sheng
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Xinghai Li
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Kouros Owzar
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - David A Rizzieri
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Timothy S Pardee
- Department of Internal Medicine, Section on Hematology and Oncology, Wake Forest Baptist Health, Winston-Salem, NC, USA
| | - Lina Benajiba
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France
| | - Emanuel Petricoin
- Center for Applied Proteomics and Molecular Medicine, School of Systems Biology, George Mason University, Manassas, VA, USA
| | - Alexandre Puissant
- Université de Paris, Génomes, Biologie Cellulaire et Thérapeutique U944, INSERM, CNRS, Paris, France.
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA.
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7
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Bhowmik PK, Al-Karawi MKM, Killarney ST, Dizon EJ, Chang A, Kim J, Chen SL, Principe RCG, Ho A, Han H, Mandal HD, Cortez RG, Gutierrez B, Mendez K, Sharpnack L, Agra-Kooijman DM, Fisch MR, Kumar S. Thermotropic Liquid-Crystalline and Light-Emitting Properties of Bis(4-aalkoxyphenyl) Viologen Bis(triflimide) Salts. Molecules 2020; 25:E2435. [PMID: 32456122 PMCID: PMC7288076 DOI: 10.3390/molecules25102435] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [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: 04/28/2020] [Revised: 05/21/2020] [Accepted: 05/21/2020] [Indexed: 11/21/2022] Open
Abstract
A series of bis(4-alkoxyphenyl) viologen bis(triflimide) salts with alkoxy chains of different lengths were synthesized by the metathesis reaction of respective bis(4-alkoxyphenyl) viologen dichloride salts, which were in turn prepared from the reaction of Zincke salt with the corresponding 4-n-alkoxyanilines, with lithium triflimide in methanol. Their chemical structures were characterized by 1H and 13C nuclear magnetic resonance spectra and elemental analysis. Their thermotropic liquid-crystalline (LC) properties were examined by differential scanning calorimetry, polarizing optical microscopy, and variable temperature X-ray diffraction. Salts with short length alkoxy chains had crystal-to-liquid transitions. Salts of intermediate length alkoxy chains showed both crystal-to-smectic A (SmA) transitions, Tms, and SmA-to-isotropic transitions, Tis. Those with longer length of alkoxy chains had relatively low Tms at which they formed the SmA phases that persisted up to the decomposition at high temperatures. As expected, all of them had excellent thermal stabilities in the temperature range of 330-370 °C. Their light-emitting properties in methanol were also included.
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Affiliation(s)
- Pradip K. Bhowmik
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Muhammed Kareem M. Al-Karawi
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Shane T. Killarney
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Erenz J. Dizon
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Anthony Chang
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Jongin Kim
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Si L. Chen
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Ronald Carlo G. Principe
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Andy Ho
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Haesook Han
- Department of Chemistry and Biochemistry, University of Nevada Las Vegas, 4505 S. Maryland Parkway Box 454003, Las Vegas, NV 89154-4003, USA; (M.K.M.A.-K.); (S.T.K.); (E.J.D.); (A.C.); (J.K.); (S.L.C.); (R.C.G.P.); (A.H.); (H.H.)
| | - Hari D. Mandal
- Department of Biology and Chemistry, Texas A & M International University, 5201 University Blvd., Laredo, TX 78041, USA; (H.D.M.); (R.G.C.); (B.G.); (K.M.)
| | - Raymond G. Cortez
- Department of Biology and Chemistry, Texas A & M International University, 5201 University Blvd., Laredo, TX 78041, USA; (H.D.M.); (R.G.C.); (B.G.); (K.M.)
| | - Bryan Gutierrez
- Department of Biology and Chemistry, Texas A & M International University, 5201 University Blvd., Laredo, TX 78041, USA; (H.D.M.); (R.G.C.); (B.G.); (K.M.)
| | - Klarissa Mendez
- Department of Biology and Chemistry, Texas A & M International University, 5201 University Blvd., Laredo, TX 78041, USA; (H.D.M.); (R.G.C.); (B.G.); (K.M.)
| | - Lewis Sharpnack
- Department of Earth Science, 1006 Webb Hall, University of California, Santa Barbara, CA 93106, USA;
| | - Deña M. Agra-Kooijman
- Advanced Materials and Liquid Crystal Institute, Kent State University, Kent, OH 44242, USA;
| | - Michael R. Fisch
- College of Aeronautics and Engineering, Kent State University, Kent, OH 44242, USA;
| | - Satyendra Kumar
- Division of Research, University at Albany, Albany, NY 12222, USA;
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