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Zahariev F, Xu P, Westheimer BM, Webb S, Galvez Vallejo J, Tiwari A, Sundriyal V, Sosonkina M, Shen J, Schoendorff G, Schlinsog M, Sattasathuchana T, Ruedenberg K, Roskop LB, Rendell AP, Poole D, Piecuch P, Pham BQ, Mironov V, Mato J, Leonard S, Leang SS, Ivanic J, Hayes J, Harville T, Gururangan K, Guidez E, Gerasimov IS, Friedl C, Ferreras KN, Elliott G, Datta D, Cruz DDA, Carrington L, Bertoni C, Barca GMJ, Alkan M, Gordon MS. The General Atomic and Molecular Electronic Structure System (GAMESS): Novel Methods on Novel Architectures. J Chem Theory Comput 2023; 19:7031-7055. [PMID: 37793073 DOI: 10.1021/acs.jctc.3c00379] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
The primary focus of GAMESS over the last 5 years has been the development of new high-performance codes that are able to take effective and efficient advantage of the most advanced computer architectures, both CPU and accelerators. These efforts include employing density fitting and fragmentation methods to reduce the high scaling of well-correlated (e.g., coupled-cluster) methods as well as developing novel codes that can take optimal advantage of graphical processing units and other modern accelerators. Because accurate wave functions can be very complex, an important new functionality in GAMESS is the quasi-atomic orbital analysis, an unbiased approach to the understanding of covalent bonds embedded in the wave function. Best practices for the maintenance and distribution of GAMESS are also discussed.
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Affiliation(s)
- Federico Zahariev
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Peng Xu
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Bryce M Westheimer
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Simon Webb
- VeraChem LLC, 12850 Middlebrook Road, Suite 205, Germantown, Maryland 20874-5244, United States
| | - Jorge Galvez Vallejo
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
- Research School of Computer Science, Australian National University, Canberra, ACT 2601, Australia
| | - Ananta Tiwari
- EP Analytics, Inc., 9909 Mira Mesa Boulevard, Suite 230, San Diego, California 92131, United States
| | - Vaibhav Sundriyal
- Department of Computational Modeling and Simulation Engineering, Old Dominion University, Norfolk, Virginia 23529, United States
| | - Masha Sosonkina
- Department of Computational Modeling and Simulation Engineering, Old Dominion University, Norfolk, Virginia 23529, United States
| | - Jun Shen
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States
| | - George Schoendorff
- Propellants Branch, Rocket Propulsion Division, Aerospace Systems Directorate, Air Force Research Laboratory, AFRL/RQRP, Edwards Air Force Base, California 93524, United States
| | - Megan Schlinsog
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Tosaporn Sattasathuchana
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Klaus Ruedenberg
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Luke B Roskop
- Hewlett-Packard Enterprise, 2131 Lindau Lane #1000, Bloomington, Minnesota 55425, United States
| | | | - David Poole
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
- School of Chemistry & Biochemistry, Georgia Institute of Technology, Athens, Georgia 30332, United States
| | - Piotr Piecuch
- Department of Chemistry and Department of Physics and Astronomy, Michigan State University, East Lansing, Michigan 48824, United States
| | - Buu Q Pham
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Vladimir Mironov
- Department of Chemistry, Kyungpook National University, Daegu 41566, South Korea
| | - Joani Mato
- Physical Sciences Division, Pacific Northwest National Laboratory, 902 Battelle Boulevard, P.O. Box 999, MS K1-83, Richland, Washington 99352, United States
| | - Sam Leonard
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Sarom S Leang
- EP Analytics, Inc., 9909 Mira Mesa Boulevard, Suite 230, San Diego, California 92131, United States
| | - Joe Ivanic
- Advanced Biomedical Computational Science, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Jackson Hayes
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Taylor Harville
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Karthik Gururangan
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States
| | - Emilie Guidez
- Department of Chemistry, University of Colorado Denver, Denver, Colorado 80217, United States
| | - Igor S Gerasimov
- Department of Chemistry, Kyungpook National University, Daegu 41566, South Korea
| | - Christian Friedl
- Institut für Theoretische Physik, Johannes Kepler Universität Linz, Altenberger Str. 69, 4040 Linz, Austria
| | - Katherine N Ferreras
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - George Elliott
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Dipayan Datta
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Daniel Del Angel Cruz
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Laura Carrington
- EP Analytics, Inc., 9909 Mira Mesa Boulevard, Suite 230, San Diego, California 92131, United States
| | - Colleen Bertoni
- Argonne Leadership Computing Facility, Argonne National Laboratory, Lemont, Illinois 60439, United States
| | - Giuseppe M J Barca
- Research School of Computer Science, Australian National University, Canberra, ACT 2601, Australia
| | - Melisa Alkan
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
| | - Mark S Gordon
- Department of Chemistry and Ames Laboratory, Iowa State University, Ames, Iowa 50014, United States
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Temiz NA, Donohue DE, Bacolla A, Vasquez KM, Cooper DN, Mudunuri U, Ivanic J, Cer RZ, Yi M, Stephens RM, Collins JR, Luke BT. The somatic autosomal mutation matrix in cancer genomes. Hum Genet 2015; 134:851-64. [PMID: 26001532 PMCID: PMC4495249 DOI: 10.1007/s00439-015-1566-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 05/12/2015] [Indexed: 01/26/2023]
Abstract
DNA damage in somatic cells originates from both environmental and endogenous sources, giving rise to mutations through multiple mechanisms. When these mutations affect the function of critical genes, cancer may ensue. Although identifying genomic subsets of mutated genes may inform therapeutic options, a systematic survey of tumor mutational spectra is required to improve our understanding of the underlying mechanisms of mutagenesis involved in cancer etiology. Recent studies have presented genome-wide sets of somatic mutations as a 96-element vector, a procedure that only captures the immediate neighbors of the mutated nucleotide. Herein, we present a 32 × 12 mutation matrix that captures the nucleotide pattern two nucleotides upstream and downstream of the mutation. A somatic autosomal mutation matrix (SAMM) was constructed from tumor-specific mutations derived from each of 909 individual cancer genomes harboring a total of 10,681,843 single-base substitutions. In addition, mechanistic template mutation matrices (MTMMs) representing oxidative DNA damage, ultraviolet-induced DNA damage, (5m)CpG deamination, and APOBEC-mediated cytosine mutation, are presented. MTMMs were mapped to the individual tumor SAMMs to determine the maximum contribution of each mutational mechanism to the overall mutation pattern. A Manhattan distance across all SAMM elements between any two tumor genomes was used to determine their relative distance. Employing this metric, 89.5% of all tumor genomes were found to have a nearest neighbor from the same tissue of origin. When a distance-dependent 6-nearest neighbor classifier was used, 10.4% of the SAMMs had an Undetermined tissue of origin, and 92.2% of the remaining SAMMs were assigned to the correct tissue of origin. [corrected]. Thus, although tumors from different tissues may have similar mutation patterns, their SAMMs often display signatures that are characteristic of specific tissues.
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Affiliation(s)
- Nuri A. Temiz
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
- />Masonic Cancer Center, University of Minnesota, 2-120 CCRB, 2231 6th St SE, Minneapolis, MN 55455 USA
| | - Duncan E. Donohue
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
- />US Army Medical Research and Material Command, 568 Doughten Dr., Fort Detrick, Frederick, MD 21702 USA
| | - Albino Bacolla
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
- />Division of Pharmacology and Toxicology, The University of Texas at Austin, Austin, TX 78723 USA
| | - Karen M. Vasquez
- />Division of Pharmacology and Toxicology, The University of Texas at Austin, Austin, TX 78723 USA
| | - David N. Cooper
- />Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, CF14 4XN UK
| | - Uma Mudunuri
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
| | - Joseph Ivanic
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
| | - Regina Z. Cer
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
- />Naval Medical Research Center-Frederick, 8400 Research Plaza, Fort Detrick, Frederick, MD 21702 USA
| | - Ming Yi
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
| | - Robert M. Stephens
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
| | - Jack R. Collins
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
| | - Brian T. Luke
- />In Silico Research Centers of Excellence, Advanced Biomedical Computing Center, Information Systems Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., P.O. Box B, Frederick, MD 21702 USA
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