2024
Avocational exposure associations with ALS risk, survival, and phenotype: A Michigan-based case-control study
Goutman S, Boss J, Jang D, Piecuch C, Farid H, Batra M, Mukherjee B, Feldman E, Batterman S. Avocational exposure associations with ALS risk, survival, and phenotype: A Michigan-based case-control study. Journal Of The Neurological Sciences 2024, 457: 122899. PMID: 38278093, PMCID: PMC11060628, DOI: 10.1016/j.jns.2024.122899.Peer-Reviewed Original ResearchMeSH KeywordsAmyotrophic Lateral SclerosisCase-Control StudiesEnvironmental ExposureHumansMichiganMiddle AgedPhenotypeRisk FactorsConceptsALS riskLower educational attainmentAssociated with ALS riskCase-control studyExercise 5Onset ageSelf-completionExposure variablesYard workExposure associationsRecreational danceIdentified exposureExerciseEducational attainmentAL burdenEnvironmental exposuresParticipantsAL factorPersonal participationAvocational exposureRiskExposomeHobbiesALS onsetComparison correction
2023
Environmental risk scores of persistent organic pollutants associate with higher ALS risk and shorter survival in a new Michigan case/control cohort
Goutman S, Boss J, Jang D, Mukherjee B, Richardson R, Batterman S, Feldman E. Environmental risk scores of persistent organic pollutants associate with higher ALS risk and shorter survival in a new Michigan case/control cohort. Journal Of Neurology Neurosurgery & Psychiatry 2023, 95: 241-248. PMID: 37758454, PMCID: PMC11060633, DOI: 10.1136/jnnp-2023-332121.Peer-Reviewed Original ResearchMeSH KeywordsAmyotrophic Lateral SclerosisEnvironmental PollutantsHumansHydrocarbons, ChlorinatedMichiganPersistent Organic PollutantsRisk FactorsConceptsEnvironmental risk scoreAmyotrophic lateral sclerosis riskPersistent organic pollutantsALS riskInterquartile increaseHigher ALS riskAssociated with ALS riskModify disease riskOrganochlorine pesticidesAssociated with riskRisk reduction strategiesPersistent organic pollutant analysisIndividual persistent organic pollutantsPersistent organic pollutant mixturesHazard ratioDisease riskRisk scoreCase/control cohortEnvironmental exposuresControl participantsGenetic susceptibilityPolychlorinated biphenylsAlpha-hexachlorocyclohexaneOrganic pollutantsMortality rate
2022
Body mass index associates with amyotrophic lateral sclerosis survival and metabolomic profiles
Goutman S, Boss J, Iyer G, Habra H, Savelieff M, Karnovsky A, Mukherjee B, Feldman E. Body mass index associates with amyotrophic lateral sclerosis survival and metabolomic profiles. Muscle & Nerve 2022, 67: 208-216. PMID: 36321729, PMCID: PMC9957813, DOI: 10.1002/mus.27744.Peer-Reviewed Original ResearchMeSH KeywordsAmyotrophic Lateral SclerosisBody Mass IndexHumansMetabolomicsPrognosisProspective StudiesConceptsBody mass indexBody mass index trajectoriesMetabolomic profilesAmyotrophic lateral sclerosis survivalAmyotrophic lateral sclerosisAmyotrophic lateral sclerosis participantsMass indexBody mass index lossBody mass index trajectory groupsSelf-reported body heightParticipants lost weightShorter survivalProspective cohortSurvival associationsStudy entryMetabolomic networksGeneralized estimating equationsSymptom onsetBMI trendsWeight lossSurvivalBile acidsBody heightTrajectory groupsPotential mechanismsOccupational history associates with ALS survival and onset segment
Goutman S, Boss J, Godwin C, Mukherjee B, Feldman E, Batterman S. Occupational history associates with ALS survival and onset segment. Amyotrophic Lateral Sclerosis And Frontotemporal Degeneration 2022, 24: 219-229. PMID: 36193557, PMCID: PMC10067530, DOI: 10.1080/21678421.2022.2127324.Peer-Reviewed Original ResearchMeSH KeywordsAmyotrophic Lateral SclerosisFemaleHumansMaleMilitary PersonnelOccupational ExposureProspective StudiesRisk FactorsConceptsStandard Occupational ClassificationOccupational settingsOnset segmentSelf-reported occupational exposureAmyotrophic Lateral Sclerosis RegistrySelf-reported exposureExposure to particulate matterCervical onsetStandard Occupational Classification codesMultinomial logistic regression modelCox proportional hazards modelsLogistic regression modelsSymptom onset to diagnosisOccupational pesticide exposureProportional hazards modelAssociated with workMaintenance occupationsGrounds cleaningALS clinicALS participantsProspective cohortAdjusted modelsDiagnosis ageAmyotrophic lateral sclerosis participantsOccupational historyAssociations of self-reported occupational exposures and settings to ALS: a case–control study
Goutman S, Boss J, Godwin C, Mukherjee B, Feldman E, Batterman S. Associations of self-reported occupational exposures and settings to ALS: a case–control study. International Archives Of Occupational And Environmental Health 2022, 95: 1567-1586. PMID: 35593931, PMCID: PMC9424174, DOI: 10.1007/s00420-022-01874-4.Peer-Reviewed Original ResearchMeSH KeywordsAmyotrophic Lateral SclerosisCase-Control StudiesHumansMetalsOccupational ExposureParticulate MatterPesticidesRisk FactorsSelf ReportVehicle EmissionsVolatile Organic CompoundsConceptsStandard Occupational ClassificationStandard Occupational Classification codesExposure to particulate matterProductive occupationsALS riskSelf-reported occupational exposureHigher risk of amyotrophic lateral sclerosisOccupational exposureHigher ALS riskRisk of amyotrophic lateral sclerosisRisk factor modificationOccupational exposure to particulate matterExposure surveyIncreased ALS riskCase-control studyMaintenance occupationsGrounds cleaningFactor modificationExposure scoreTargeted screeningAmyotrophic lateral sclerosis diagnosisRepair occupationsAdaptive elastic net modelOccupational classificationProgressive neurological disease
2019
High plasma concentrations of organic pollutants negatively impact survival in amyotrophic lateral sclerosis
Goutman S, Boss J, Patterson A, Mukherjee B, Batterman S, Feldman E. High plasma concentrations of organic pollutants negatively impact survival in amyotrophic lateral sclerosis. Journal Of Neurology Neurosurgery & Psychiatry 2019, 90: 907. PMID: 30760645, PMCID: PMC6625908, DOI: 10.1136/jnnp-2018-319785.Peer-Reviewed Original ResearchMeSH KeywordsAmyotrophic Lateral SclerosisEnvironmental ExposureEnvironmental PollutantsFemaleHalogenated Diphenyl EthersHumansMaleMiddle AgedPolychlorinated BiphenylsSurvivalConceptsPersistent organic pollutantsPolychlorinated biphenylsHigh concentrations of persistent organic pollutantsAmyotrophic lateral sclerosisConcentrations of persistent organic pollutantsEffects of persistent organic pollutantsMeasurement of persistent organic pollutantsHazard rate of mortalitySymptom onset to diagnosisMedian diagnostic ageNegatively impacts survivalLowest quartileIndependent of ageOrganic pollutantsSummary measuresMedian timeClinical featuresMedical recordsRate of mortalityDiagnostic ageEnvironmental exposuresBulbar onsetALS diseaseCervical onsetPlasma concentrations
2018
Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering
Tang M, Gao C, Goutman S, Kalinin A, Mukherjee B, Guan Y, Dinov I. Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering. Neuroinformatics 2018, 17: 407-421. PMID: 30460455, PMCID: PMC6527505, DOI: 10.1007/s12021-018-9406-9.Peer-Reviewed Original ResearchMeSH KeywordsAdultAmyotrophic Lateral SclerosisBayes TheoremCluster AnalysisDisease ProgressionFemaleHumansLinear ModelsMachine LearningMaleMiddle AgedReproducibility of ResultsConceptsAmyotrophic Lateral Sclerosis Functional Rating ScaleClusters of participantsModel-basedAmyotrophic lateral sclerosisRating ScaleComputable phenotypeFunctional Rating ScaleSets of featuresUnsupervised clusteringUnsupervised machine learning methodsClinical decision supportMachine learning methods
2017
Complete hazard ranking to analyze right-censored data: An ALS survival study
Huang Z, Zhang H, Boss J, Goutman S, Mukherjee B, Dinov I, Guan Y, . Complete hazard ranking to analyze right-censored data: An ALS survival study. PLOS Computational Biology 2017, 13: e1005887. PMID: 29253881, PMCID: PMC5749893, DOI: 10.1371/journal.pcbi.1005887.Peer-Reviewed Original Research
2016
Association of Environmental Toxins With Amyotrophic Lateral Sclerosis
Su F, Goutman S, Chernyak S, Mukherjee B, Callaghan B, Batterman S, Feldman E. Association of Environmental Toxins With Amyotrophic Lateral Sclerosis. JAMA Neurology 2016, 73: 803-11. PMID: 27159543, PMCID: PMC5032145, DOI: 10.1001/jamaneurol.2016.0594.Peer-Reviewed Original ResearchMeSH KeywordsAgedAmyotrophic Lateral SclerosisCase-Control StudiesEnvironmental ExposureEnvironmental PollutantsFemaleGas Chromatography-Mass SpectrometryHumansMaleMichiganMiddle AgedMultivariate AnalysisOccupational ExposureOdds RatioOutcome Assessment, Health CareRetrospective StudiesRisk FactorsSurveys and QuestionnairesConceptsBrominated flame retardantsPersistent environmental pollutantsResidential exposureOrganochlorine pesticidesPolychlorinated biphenylsOdds of ALSAssociation of occupational exposureDisease risk factorsExposure time windowsEnvironmental pollutionRisk factorsModifiable risk factorsMultivariate modelOccupational exposureLogistic regression modelsCase-control studySurvey dataFamily history of amyotrophic lateral sclerosisExposure windowsIncreased oddsFamily historyAssociated with amyotrophic lateral sclerosisHistory of amyotrophic lateral sclerosisRegression modelsMilitary service