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Egan JB, Marks DL, Hogenson TL, Vrabel AM, Sigafoos AN, Tolosa EJ, Carr RM, Safgren SL, Enriquez Hesles E, Almada LL, Romecin-Duran PA, Iguchi E, Ala’Aldeen A, Kocher JPA, Oliver GR, Prodduturi N, Mead DW, Hossain A, Huneke NE, Tagtow CM, Ailawadhi S, Ansell SM, Banck MS, Bryce AH, Carballido EM, Chanan-Khan AA, Curtis KK, Resnik E, Gawryletz CD, Go RS, Halfdanarson TR, Ho TH, Joseph RW, Kapoor P, Mansfield AS, Meurice N, Nageswara Rao AA, Nowakowski GS, Pardanani A, Parikh SA, Cheville JC, Feldman AL, Ramanathan RK, Robinson SI, Tibes R, Finnes HD, McCormick JB, McWilliams RR, Jatoi A, Patnaik MM, Silva AC, Wieben ED, McAllister TM, Rumilla KM, Kerr SE, Lazaridis KN, Farrugia G, Stewart AK, Clark KJ, Kennedy EJ, Klee EW, Borad MJ, Fernandez-Zapico ME. Molecular Modeling and Functional Analysis of Exome Sequencing–Derived Variants of Unknown Significance Identify a Novel, Constitutively Active FGFR2 Mutant in Cholangiocarcinoma. JCO Precis Oncol 2017; 2017. [PMID: 30761385 PMCID: PMC6369924 DOI: 10.1200/po.17.00018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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] [Indexed: 11/20/2022] Open
Abstract
Purpose Genomic testing has increased the quantity of information available to oncologists. Unfortunately, many identified sequence alterations are variants of unknown significance (VUSs), which thus limit the clinician’s ability to use these findings to inform treatment. We applied a combination of in silico prediction and molecular modeling tools and laboratory techniques to rapidly define actionable VUSs. Materials and Methods Exome sequencing was conducted on 308 tumors from various origins. Most single nucleotide alterations within gene coding regions were VUSs. These VUSs were filtered to identify a subset of therapeutically targetable genes that were predicted with in silico tools to be altered in function by their variant sequence. A subset of receptor tyrosine kinase VUSs was characterized by laboratory comparison of each VUS versus its wild-type counterpart in terms of expression and signaling activity. Results The study identified 4,327 point mutations of which 3,833 were VUSs. Filtering for mutations in genes that were therapeutically targetable and predicted to affect protein function reduced these to 522 VUSs of interest, including a large number of kinases. Ten receptor tyrosine kinase VUSs were selected to explore in the laboratory. Of these, seven were found to be functionally altered. Three VUSs (FGFR2 F276C, FGFR4 R78H, and KDR G539R) showed increased basal or ligand-stimulated ERK phosphorylation compared with their wild-type counterparts, which suggests that they support transformation. Treatment of a patient who carried FGFR2 F276C with an FGFR inhibitor resulted in significant and sustained tumor response with clinical benefit. Conclusion The findings demonstrate the feasibility of rapid identification of the biologic relevance of somatic mutations, which thus advances clinicians’ ability to make informed treatment decisions.
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Affiliation(s)
- Jan B. Egan
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - David L. Marks
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Tara L. Hogenson
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Anne M. Vrabel
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Ashley N. Sigafoos
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Ezequiel J. Tolosa
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Ryan M. Carr
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Stephanie L. Safgren
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Elisa Enriquez Hesles
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Luciana L. Almada
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Paola A. Romecin-Duran
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Eriko Iguchi
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Aryan Ala’Aldeen
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Jean-Pierre A. Kocher
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Gavin R. Oliver
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Naresh Prodduturi
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - David W. Mead
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Asif Hossain
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Norine E. Huneke
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Colleen M. Tagtow
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Sikander Ailawadhi
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Stephen M. Ansell
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Michaela S. Banck
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Alan H. Bryce
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Estrella M. Carballido
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Asher A. Chanan-Khan
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Kelly K. Curtis
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Ernesto Resnik
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Chelsea D. Gawryletz
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Ronald S. Go
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Thorvardur R. Halfdanarson
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Thai H. Ho
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Richard W. Joseph
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Prashant Kapoor
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Aaron S. Mansfield
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Nathalie Meurice
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Amulya A. Nageswara Rao
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Grzegorz S. Nowakowski
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Animesh Pardanani
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Sameer A. Parikh
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - John C. Cheville
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Andrew L. Feldman
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Ramesh K. Ramanathan
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Steven I. Robinson
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Raoul Tibes
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Heidi D. Finnes
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Jennifer B. McCormick
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Robert R. McWilliams
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Aminah Jatoi
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Mrinal M. Patnaik
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Alvin C. Silva
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Eric D. Wieben
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | | | | | | | | | - Gianrico Farrugia
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - A. Keith Stewart
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Karl J. Clark
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Eileen J. Kennedy
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Eric W. Klee
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Mitesh J. Borad
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
| | - Martin E. Fernandez-Zapico
- David L. Marks, Tara L. Hogenson, Anne M. Vrabel, Ashley N. Sigafoos, Ezequiel J. Tolosa, Ryan M. Carr, Stephanie L. Safgren, Elisa Enriquez Hesles, Luciana L. Almada, Paola A. Romecin-Duran, Eriko Iguchi, Aryan Ala’Aldeen, Jean-Pierre A. Kocher, Gavin R. Oliver, Naresh Prodduturi, David W. Mead, Asif Hossain, Norine E. Huneke, Colleen M. Tagtow, Sikander Ailawadhi, Stephen M. Ansell, Michaela S. Banck, Asher A. Chanan-Khan, Ronald S. Go, Thorvardur R. Halfdanarson, Richard W. Joseph, Prashant Kapoor,
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