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Abbreviation : BKMR
Long Form : Bayesian kernel machine regression
No. Year Title Co-occurring Abbreviation
2022 A nested case-control study of serum polychlorinated biphenyls and papillary thyroid cancer risk among U.S. military service members. PCBs, PTC, WQS
2022 A review of practical statistical methods used in epidemiological studies to estimate the health effects of multi-pollutant mixture. EWAS, WQS
2022 Air quality improvement and cognitive function benefit: Insight from clean air action in China. PM1
2022 Alkali and alkaline earth elements in maternal serum and occurrence of orofacial clefts in offspring. AEEs, AEs, OFCs
2022 Application of two statistical approaches (Bayesian Kernel Machine Regression and Principal Component Regression) to assess breast cancer risk in association to exposure to mixtures of brominated flame retardants and per- and polyfluorinated alkylated substances in the E3N cohort. BFR, PCA, PCR, PFAS
2022 Are there joint effects of different air pollutants and meteorological factors on mental disorders? A machine learning approach. CI, ER, GLM, MD, WQS
2022 Assessing urinary phenol and paraben mixtures in pregnant women with and without gestational diabetes mellitus: A case-control study. aOR, BPA, CI, GDM, IQR
2022 Assessment for the associations of twenty-three metal(loid)s exposures with early cardiovascular damage among Chinese urban adults with five statistical methods: Insight into assessing health effect of multipollutant exposure. AENR, loid, MPV, QGC, WQS
2022 Assessment of health risk and dose-effect of DNA oxidative damage for the thirty chemicals mixture of parabens, triclosan, benzophenones, and phthalate esters. BPs, PAEs, PBs, PCPs, TCS
10  2022 Assessment of Joint Impact of Iodine, Selenium, and Zinc Status on Women's Third-Trimester Plasma Thyroid Hormone Concentrations. TSH, UIC
11  2022 Association between co-exposure to phenols and phthalates mixture and infertility risk in women. aOR, BPA, DEHP, MCPP, MECPP, MEHHP, MEHP, MEOHP, NHANES, PCA, PIP
12  2022 Association between endocrine-disrupting chemical mixture and metabolic indices among children, adolescents, and adults: A population-based study in Korea. BMI, EDCs, HDL-C, TG
13  2022 Association between exposure to a mixture of metals, parabens, and phthalates and fractional exhaled nitric oxide: A population-based study in US adults. EDCs, FeNO, MPB, WQS
14  2022 Association between exposure to organophosphorus pesticides and the risk of diabetes among US Adults: Cross-sectional findings from the National Health and Nutrition Examination Survey. DEP, NHANES, OPPs, WQS
15  2022 Association between mixed dioxin exposure and hyperuricemia in U.S. adults: A comparison of three statistical models. dl-PCBs, NHANES, PCDDs, PCDFs, WQS
16  2022 Association between mixed exposure of phthalates and cognitive function among the U.S. elderly from NHANES 2011-2014: Three statistical models. AFT, DRT, DSST, IRT, WQS
17  2022 Association between organophosphorus pesticide exposure and depression risk in adults: A cross-sectional study with NHANES data. DEP, DMDTP, DMP, DMTP, NHANES, OPPs, SWGLM, WQS
18  2022 Association between prenatal exposure to perfluoroalkyl substances and anogenital distance in female neonates. AC, AF, AGD, AGI, CI, PFASs, PFHxS, PFOS, WQSR
19  2022 Association between Serum Level of Multiple Trace Elements and Esophageal Squamous Cell Carcinoma Risk: A Case-Control Study in China. ESCC, ICP-MS
20  2022 Association between serum per- and polyfluoroalkyl substances concentrations and common cold among children and adolescents in the United States. ORs, PFAS, PFHxS, PFNA, PFOA, PFOS
21  2022 Association between trimester-specific exposure to thirteen endocrine disrupting chemicals and preterm birth: Comparison of three statistical models. BPA, EDCs, MEHP, PTB
22  2022 Association between urine metals and liver function biomarkers in Northeast China: A cross-sectional study. ALB, AST, Cd, Cr, GLM, Mn, TP
23  2022 Association of exposure to multiple serum metals with the risk of chronic kidney disease in the elderly: a population-based case-control study. Cd, CKD, Co, GFAAS, ICP-OES, LASSO, Mn
24  2022 Association of increased risk of cardiovascular diseases with higher levels of perfluoroalkylated substances in the serum of adults. CRP, PFAS, PFOS, RCS
25  2022 Association of maternal perfluoroalkyl substance exposure with postpartum haemorrhage in Guangxi, China. OR, PFASs, PFDoA, PFHxS, PFNA, PFUnA, PPH
26  2022 Association of Metals and Metalloids With Urinary Albumin/Creatinine Ratio: Evidence From a Cross-Sectional Study Among Elderly in Beijing. CKD, GLM, UACR
27  2022 Association of preconception mixtures of phenol and phthalate metabolites with birthweight among subfertile couples. BPA, DEHP
28  2022 Association of Rare Earth Elements with Passive Smoking among Housewives in Shanxi Province, China. REEs
29  2022 Association of serum per- and polyfluoroalkyl substances and gestational anemia during different trimesters in Zhuang ethnic pregnancy women of Guangxi, China. Hb, PFASs, PFBS, PFDA, PFDoA, PFHpA, PFNA, PFUnA, WQS
30  2022 Association of single and multiple prefluoroalkyl substances exposure with preterm birth: Results from a Chinese birth cohort study. PFASs, PFBS, PFHpA, PFHxS, PFOA, PFOS, PFUnA, PTB, RCSs, WQS
31  2022 Association of urinary metabolites of non-persistent pesticides with serum sex hormones among the US females: NHANES 2013-2014. 3-PBA, PNP, SHBG, TCPy, TT
32  2022 Association of urinary polycyclic aromatic hydrocarbon metabolites with symptoms among autistic children: A case-control study in Tianjin, China. 2-OHDBF, ABC, ASD, CARS, PAHs
33  2022 Associations between co-exposure to multiple metals and renal function: a cross-sectional study in Guangxi, China. CI, ICP-MS, RCS, WQS
34  2022 Associations Between Different Dietary Vitamins and the Risk of Obesity in Children and Adolescents: A Machine Learning Approach. ---
35  2022 Associations between environmental exposure to polybrominated diphenyl ethers and nodular goiter risk: A case-control study. CI, NG, OR, PBDEs
36  2022 Associations between exposure to a mixture of phenols, parabens, and phthalates and sex steroid hormones in children 6-19 years from NHANES, 2013-2016. BPA, BPS, FAI, MBzP, MeP, MiBP, PrP, SHBG, TT, WQS
37  2022 Associations between gastrointestinal infection and urinary phthalate metabolite concentrations in US children and adolescents from NHANES 2005-2016. aOR, MCOP, MEHP, NHANES, PAEs
38  2022 Associations between Individual Exposure to Fine Particulate Matter Elemental Constituent Mixtures and Blood Lipid Profiles: A Panel Study in Chinese People Aged 60-69 Years. LDL-C, non-HDL-C
39  2022 Associations between internal concentrations of fluorinated and organochlorinated chemicals in women and in vitro fertilization outcomes: A multi-pollutant study. BMI, IVF, OCPs, PCBs, PFAS, POPs
40  2022 Associations between Mixture of Perfluoroalkyl Substances and Lipid Profile in a Highly Exposed Adult Community in the Veneto Region. HDL-C, LDL-C, PFAS, PFHxS, PFNA, PFOA, PFOS, Q-Gcomp, TC, WQS
41  2022 Associations between mixtures of urinary phthalate metabolite concentrations and oxidative stress biomarkers among couples undergoing fertility treatment. 8-iso-PGF2alpha, EARTH, IQR, MBP, PGF2 alpha
42  2022 Associations between organophosphate esters metabolites and sleep disorder and trouble sleeping in adults: a machine-learning approach. BCEP, DBUP, DPHP, OPEs
43  2022 Associations between phthalate exposure and thyroid function in pregnant women during the first trimester. MECPP, MEHHP, MEOHP, TPOAb, TSH
44  2022 Associations between polybrominated diphenyl ethers (PBDEs) levels in adipose tissues and blood lipids in women of Shantou, China. GC-MS, PBDEs, RCS, TC, TG, TL
45  2022 Associations between prenatal exposure to perfluoroalkyl substances and neurobehavioral development in early childhood: A prospective cohort study. PFASs
46  2022 Associations between prenatal multiple plasma metal exposure and newborn telomere length: Effect modification by maternal age and infant sex. GLMs, PCA, TL
47  2022 Associations of a metal mixture with iron status in U.S. adolescents: Evidence from the National Health and Nutrition Examination Survey. NHANES
48  2022 Associations of bisphenol exposure with thyroid hormones in pregnant women: a prospective birth cohort study in China. BPA, BPB, BPF, BPS, GZBC, RCS, TBBPA
49  2022 Associations of exposure to multiple metals with the risk of age-related cataract in Anhui, China: a case-control study. ARC, Cr, GFAAS, ICP-OES, LASSO, Mn, Se
50  2022 Associations of Heavy Metals with Activities of Daily Living Disability: An Epigenome-Wide View of DNA Methylation and Mediation Analysis. ADL, CI, EWAS, ORs, SD
51  2022 Associations of multiple metals with lung function in welders by four statistical models. ENET, FEV1, FVC, PEF, QGC
52  2022 Associations of multiple plasma metals with chronic kidney disease in patients with diabetes. CKD, LASSO
53  2022 Associations of multiple plasma metals with the risk of metabolic syndrome: A cross-sectional study in the mid-aged and older population of China. ICP-MS, LASSO, MetS, RCS
54  2022 Associations of nickel exposure and kidney function in U.S. adults, NHANES 2017-2018. Cd, eGFR, NHANES, Ni, RCS, UACR
55  2022 Associations of per- and polyfluoroalkyl substances (PFAS) and their mixture with oxidative stress biomarkers during pregnancy. PFAS, PFOS, ROS
56  2022 Associations of perfluoroalkyl and polyfluoroalkyl substances with gestational hypertension and blood pressure during pregnancy: A cohort study. BP, GH, PFAS, QgC
57  2022 Associations of prenatal exposure to perfluoroalkyl substances with preterm birth: A family-based birth cohort study. PFBA, PFDA, PFHxA, PFHxS, PFNA, PFOA, PFOS
58  2022 Associations of single and multiple perfluoroalkyl substances exposure with folate among adolescents in NHANES 2007-2010. CI, PFAS, PFDA, PFNA, PFOA, PFOS, QGComp, RBC
59  2022 Associations of urinary perchlorate, nitrate and thiocyanate with central sensitivity to thyroid hormones: A US population-based cross-sectional study. LSMD, PEC, PTFQI, WQS
60  2022 Bayesian kernel machine regression-causal mediation analysis. ---
61  2022 Biomarkers of Exposure to Phthalate Mixtures and Adverse Birth Outcomes in a Puerto Rico Birth Cohort. CI, ERS, OR, PTB
62  2022 Co-exposure to multiple air pollutants and sleep disordered breathing in patients with or without obstructive sleep apnea: A cross-sectional study. AHI, HI, ODI, OSA, PIP, SDB
63  2022 Co-exposure to perfluoroalkyl acids and heavy metals mixtures associated with impaired kidney function in adults: A community-based population study in China. CI, CKD, DLNMs, eGFR, PFAA, PFHpS, Sr
64  2022 Combined effects of exposure to polycyclic aromatic hydrocarbons and metals on oxidative stress among healthy adults in Caofeidian, China. 8-iso-PGF2alpha, Al, LME, PAHs
65  2022 Combined Exposure to 33 Trace Elements and Associations With the Risk of Oral Cancer: A Large-Scale Case-Control Study. ICP-MS
66  2022 Combined exposure to multiple metals on serum uric acid in NHANES under three statistical models. NHANES, SUA, WQS
67  2022 Cytokine profiles in cord blood in relation to prenatal traffic-related air pollution: The NELA cohort. TRAP, WQS
68  2022 Do urinary metals associate with the homeostasis of inflammatory mediators? Results from the perspective of inflammatory signaling in middle-aged and older adults. CI, Cr, Cs, Cu, ICAM-1, ICP-MS, IL-6, LMM, LMMLASSO, LOD, Se, TNF-alpha
69  2022 Early-pregnancy plasma per- and polyfluoroalkyl substance (PFAS) concentrations and hypertensive disorders of pregnancy in the Project Viva cohort. HDP, PFAS, PFOA, PFOS
70  2022 Effects of chemical mixtures on liver function biomarkers in the Korean adult population: thresholds and molecular mechanisms for non-alcoholic fatty liver disease involved. NAFLD, WQS
71  2022 Effects of co-exposure to multiple metals on children's behavior problems in China. CPRS, ICP-MS, LASSO
72  2022 Effects of exposure to single and multiple parabens on asthma development in an experimental mouse model and a prospective cohort study. EtP, nBuP
73  2022 Effects of heavy metals on cardiovascular diseases in pre and post-menopausal women: from big data to molecular mechanism involved. CVDs, WQS
74  2022 Emerging and legacy PFAS and cytokine homeostasis in women of childbearing age. PFAS, PFOA, PFOS
75  2022 Environmental thallium exposure and the risk of early embryonic arrest among women undergoing in vitro fertilization: thallium exposure and polymorphisms of mtDNA gene interaction and potential cause exploring. EEA, GEE, IVF, mtDNA, PIP, T 16,519T, Tl
76  2022 Exposure to a mixture of personal care product and plasticizing chemicals in relation to reproductive hormones and menarche timing among 12-19 years old girls in NHANES 2013-2016. 2,4-DCP, 2,5-DCP, BPA, BZP, GLM, MBzP, MEOHP, MEP, MiBP, NHANES, SHBG, TT
77  2022 Exposure to Cadmium, Lead, Mercury, and Arsenic and Uric Acid Levels: Results from NHANES 2007-2016. Cd, NHANES, SUA, UA
78  2022 Exposure to metal mixtures and hypertensive disorders of pregnancy: A nested case-control study in China. Al, Ba, Co, HDP, Mo, Ni, Se, Sr, Tl
79  2022 Exposure to Metal Mixtures in Association with Cardiovascular Risk Factors and Outcomes: A Scoping Review. CVD, NIEHS, PCA, WQSR
80  2022 Exposure to multiple toxic metals and polycystic ovary syndrome risk: Endocrine disrupting effect from As, Pb and Ba. aOR, Ba, CI, FSH, HOMA-IR, LH, ln, PCOS
81  2022 Exposure to multiple toxic metals and the risk of early embryonic arrest among women undergoing assisted reproductive techniques. Ba, GEEs
82  2022 Exposure to multiple trace elements and miscarriage during early pregnancy: A mixtures approach. CI, GWQS, ORs, WQS
83  2022 Exposure to multiple trace elements and thyroid cancer risk in Chinese adults: A case-control study. Co, Cr, GLM, Li, Sr, TC, Zn
84  2022 Exposure to per- and polyfluoroalkyl substances as a risk factor for gestational diabetes mellitus through interference with glucose homeostasis. CI, FBG, FTSs, GDM, ORs, PFASs, PFDoA, PFHxS, PFOA, PFOS, PFUnDA, SPE
85  2022 Exposure to phthalates in early pregnancy and the risk of fetal growth restriction: a nested case-control study in a Zhuang Chinese population. DBP, DEP, EDCs, FGR, GC-MS, GZBC, MBP, PAEs, WQS
86  2022 Identification of the hormetic dose-response and regulatory network of multiple metals co-exposure-related hypertension via integration of metallomics and adverse outcome pathways. AOP, CTD, MIEs
87  2022 In-utero co-exposure to toxic metals and micronutrients on childhood risk of overweight or obesity: new insight on micronutrients counteracting toxic metals. Cd, OWO, Se
88  2022 Individual and joint associations of co-exposure to multiple plasma metals with telomere length among middle-aged and older Chinese in the Dongfeng-Tongji cohort. LTL, Q-g
89  2022 Individual and mixed metal maternal blood concentrations in relation to birth size: An analysis of the Japan Environment and Children's Study (JECS). JECS
90  2022 Individual and mixtures of metal exposures in associations with biomarkers of oxidative stress and global DNA methylation among pregnant women. 8-iso-PGF2alpha, 8-OHdG, Ba, Cd, Co, HNE-MA, LINE-1, Mo, Ni, Se, Tl, Zn
91  2022 Influence of combined exposure levels of total arsenic and inorganic arsenic on arsenic methylation capacity among university students: findings from Bayesian kernel machine regression analysis. DMA, iAs, MMA, PMI, SMI, tAs
92  2022 Investigating associations between urinary phthalate metabolite concentrations and chronic diarrhea: findings from the National Health and Nutrition Examination Survey, 2005-2010. PAEs
93  2022 Joint association of polycyclic aromatic hydrocarbons and heavy metal exposure with pulmonary function in children and adolescents aged 6-19 years. FEV1, HM, PAH, WQS
94  2022 Manganese, iron, copper, and selenium co-exposure and osteoporosis risk in Chinese adults. Mn, OP, Se
95  2022 Marine pollutant exposures and human milk extracellular vesicle-microRNAs in a mother-infant cohort from the Faroe Islands. DDE, EVs, miRNAs, PCs, PFAS
96  2022 Maternal exposure to heavy metals and risk for severe congenital heart defects in offspring. CHDs, GLMM, ICP-MS
97  2022 Maternal urinary organophosphate ester metabolite concentrations and glucose tolerance during pregnancy: The HOME Study. BMI, DPHP, GCT, HOME, OGTT, OPEs
98  2022 Mixed effects of perfluoroalkyl and polyfluoroalkyl substances exposure on cognitive function among people over 60 years old from NHANES. AFT, CI, DRT, DSST, IRT, NHANES, PFAS, PFOA
99  2022 Mixed exposure to phenol, parabens, pesticides, and phthalates and insulin resistance in NHANES: A mixture approach. DEHP, HOMA, NHANES, WQS
100  2022 Mixed metals exposure and cognitive function in Bangladeshi adolescents. CANTAB, Cd, HEALS, MANAs, Mn, Se