2013
Models of Somatic Hypermutation Targeting and Substitution Based on Synonymous Mutations from High-Throughput Immunoglobulin Sequencing Data
Yaari G, Vander Heiden J, Uduman M, Gadala-Maria D, Gupta N, Stern JN, O’Connor K, Hafler DA, Laserson U, Vigneault F, Kleinstein SH. Models of Somatic Hypermutation Targeting and Substitution Based on Synonymous Mutations from High-Throughput Immunoglobulin Sequencing Data. Frontiers In Immunology 2013, 4: 358. PMID: 24298272, PMCID: PMC3828525, DOI: 10.3389/fimmu.2013.00358.Peer-Reviewed Original ResearchAccurate background modelSynonymous mutationsNon-coding regionsParticular codon usageNon-functional sequencesComputational analysis methodsObserved mutation patternExisting modelsBackground modelInfluence of selectionCodon usageSHM targetingBase compositionImproved modelSequencing dataNucleotide substitutionsAnalysis methodStatistical analysisFunctional sequencesMutation targetingB-cell cancersModelSomatic hypermutation patternsMutationsHypermutation patterns
2011
Biomedical Model Fitting and Error Analysis
Costa KD, Kleinstein SH, Hershberg U. Biomedical Model Fitting and Error Analysis. Science Signaling 2011, 4: tr9. PMID: 21954296, PMCID: PMC3272496, DOI: 10.1126/scisignal.2001983.Peer-Reviewed Original ResearchConceptsMathematical modelAppropriate mathematical modelModel parametersError analysisFit parameter valuesLinearization schemeNonlinear modelGoodness of fitNonlinear dataModel fittingBest fitParameter valuesInverse modelingComputational methodsParticular applicationSuch constantsExperimental dataFittingBiomedical systemsProblemFitModelParametersConstantsSeries of measurements
2003
Why are there so few key mutant clones? The influence of stochastic selection and blocking on affinity maturation in the germinal center
Kleinstein SH, Singh JP. Why are there so few key mutant clones? The influence of stochastic selection and blocking on affinity maturation in the germinal center. International Immunology 2003, 15: 871-884. PMID: 12807826, DOI: 10.1093/intimm/dxg085.sgm.Peer-Reviewed Original Research
2000
Simulating the immune system
Kleinstein S, Seiden P. Simulating the immune system. Computing In Science & Engineering 2000, 2: 69-77. DOI: 10.1109/5992.852392.Peer-Reviewed Original Research