Linking mutagenic activity to micropollutant concentrations in wastewater samples by partial least square regression and subsequent identification of variables

Chemosphere

Volumn 138, Issue , 2015, Pages 176-182

  Hug, Christine ^a,b   Sievers, Moritz ^a   Ottermanns, Richard ^b   Hollert, Henner ^b   Brack, Werner ^a   Krauss, Martin ^a  

^a HELMHOLTZ CENTRE FOR ENVIRONMENTAL RESEARCH UFZ   (Germany)

^b RWTH AACHEN UNIVERSITY   (Germany)

Author keywords

"virtual" effect directed analysis; Feature selection; LC HRMS; Mutagenicity

Indexed keywords

COBALT COMPOUNDS; FEATURE EXTRACTION; INDUSTRIAL WATER TREATMENT; LEAST SQUARES APPROXIMATIONS; REGRESSION ANALYSIS; SOFTWARE TESTING; STATISTICAL MECHANICS; WASTEWATER TREATMENT;

EFFECT-DIRECTED ANALYSIS; INDUSTRIAL WASTEWATERS; LC-HRMS; MULTIVARIATE REGRESSION; MUTAGENICITY; PARTIAL LEAST SQUARE (PLS); PARTIAL LEAST SQUARE REGRESSION; WASTEWATER TREATMENT PLANTS;

EFFLUENTS;

4 DIMETHYLAMINOPYRIDINE; BROMINE; CHLORINE; NITROGEN; PROMUTAGEN; SULFUR; MUTAGENIC AGENT; WASTE WATER; WATER POLLUTANT;

ANTHROPOGENIC SOURCE; BROMIDE; CHLORINE; CONCENTRATION (COMPOSITION); DOMESTIC WASTE; EFFLUENT; IDENTIFICATION METHOD; INDUSTRIAL WASTE; MUTAGENICITY; NITROGEN; REGRESSION ANALYSIS; SOFTWARE; SULFUR; WASTE FACILITY; WASTEWATER;

AMES TEST; ARTICLE; CHEMICAL COMPOSITION; CONCENTRATION (PARAMETERS); EFFLUENT; INDUSTRIAL WASTE; MUTAGENIC ACTIVITY; PARTIAL LEAST SQUARES REGRESSION; PREDICTOR VARIABLE; WASTE WATER; WASTE WATER MANAGEMENT; WATER POLLUTANT; WATER SAMPLING; ANALYSIS; CHEMISTRY; DRUG EFFECTS; GENETICS; LIQUID CHROMATOGRAPHY; MULTIVARIATE ANALYSIS; MUTAGEN TESTING; REGRESSION ANALYSIS; SALMONELLA ENTERICA SEROVAR TYPHIMURIUM; TANDEM MASS SPECTROMETRY; THEORETICAL MODEL; TOXICITY;

CHROMATOGRAPHY, LIQUID; LEAST-SQUARES ANALYSIS; MODELS, THEORETICAL; MULTIVARIATE ANALYSIS; MUTAGENICITY TESTS; MUTAGENS; SALMONELLA TYPHIMURIUM; TANDEM MASS SPECTROMETRY; WASTE WATER; WATER POLLUTANTS, CHEMICAL;

EID: 84939516970     PISSN: 00456535     EISSN: 18791298     Source Type: Journal    
DOI: 10.1016/j.chemosphere.2015.05.072     Document Type: Article

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