{ "NHANES_low": [ "BMXWT", "BMXHT", "BMXBMI", "BMXWAIST", "BMXARMC", "SBP_mean", "DBP_mean", "BPXPLS", "LBXWBCSI", "LBXLYPCT", "LBXMOPCT", "LBXNEPCT", "LBXEOPCT", "LBXBAPCT", "LBXRBCSI", "LBXHGB", "LBXHCT", "LBXMCVSI", "LBXMCHSI", "LBXMC", "LBXRDW", "LBXPLTSI", "LBXMPSI", "LBXSAL", "LBXSATSI", "LBXSASSI", "LBXSAPSI", "LBXSBU", "LBXSCA", "LBXSC3SI", "LBXSCR", "LBXSGL", "LBXSTB", "LBXSTP", "LBXSNASI", "LBXSKSI", "LBXSCLSI", "LBXSGB", "BMXARML", "BMXLEG", "BPXPULS" ], "NHANES_high": [ "LBXSAL", "LBXSATSI", "LBXSASSI", "LBXSAPSI", "LBXSBU", "LBXSCA", "LBXSC3SI", "LBXSCR", "LBXSGL", "LBXSTB", "LBXSTP", "LBXSNASI", "LBXSKSI", "LBXSCLSI", "LBXSOSSI", "LBXSGB", "LBXWBCSI", "LBXLYPCT", "LBXMOPCT", "LBXNEPCT", "LBXEOPCT", "LBXBAPCT", "LBDLYMNO", "LBDNENO", "LBDMONO", "LBXRBCSI", "LBXHGB", "LBXHCT", "LBXMCVSI", "LBXMCHSI", "LBXMC", "LBXRDW", "LBXPLTSI", "LBXMPSI", "LBXSGTSI", "LBXSLDSI", "LBXSCK", "LBXSIR", "LBXSUA", "LBXSPH", "LBXSCH", "LBXSTR", "CRP", "BMXWT", "BMXHT", "BMXBMI", "BMXWAIST", "BMXARMC", "BMXLEG", "BMXARML", "BMDSTATS", "BMDAVSAD", "BPXSY1", "BPXDI1", "BPXSY2", "BPXDI2", "BPXSY3", "BPXDI3", "BPXPLS", "BPXML1", "BMXTRI", "BMXSUB", "BMXSAD1", "BMXHIP", "BPXPULS", "BPXSY4", "BPACSZ", "LBDEONO", "LBDBANO", "BMXSAD2", "BPXDI4", "PEASCST1", "PEASCTM1" ], "UKBB_low": [ "blood__White_blood_cell_leukocyte_count", "blood__Red_blood_cell_erythrocyte_count", "blood__Haemoglobin_concentration", "blood__Haematocrit_percentage", "blood__Mean_corpuscular_volume", "blood__Mean_corpuscular_haemoglobin", "blood__Mean_corpuscular_haemoglobin_concentration", "blood__Red_blood_cell_erythrocyte_distribution_width", "blood__Platelet_count", "blood__Mean_platelet_thrombocyte_volume", "blood__Lymphocyte_count", "blood__Monocyte_count", "blood__Neutrophill_count", "blood__Eosinophill_count", "blood__Basophill_count", "blood__Glucose", "blood__Urea", "blood__Creatinine", "blood__Albumin", "blood__Alkaline_phosphatase", "blood__Alanine_aminotransferase", "blood__Aspartate_aminotransferase", "blood__Total_bilirubin", "blood__Calcium", "blood__Total_protein", "blood__Cholesterol", "blood__HDL_cholesterol", "blood__Triglycerides", "blood__Gamma_glutamyltransferase", "blood__Glycated_haemoglobin_HbA1c", "blood__Urate", "main__Smoking", "main__Alcohol_intake", "main__Alcohol_status", "main__DM", "main__Cancer", "main__Townsend_deprivation_index_at_recruitment.0", "frail__Overall_health_rating", "frail__Long_standing_illness__disability_or_infirmity", "frail__Falls_in_the_last_year", "frail__Usual_walking_pace", "frail__Weight_change_compared_with_1_year_ago", "frail__Frequency_of_stair_climbing_in_last_4_weeks", "frail__Time_spent_watching_television_TV", "frail__Frequency_of_tiredness___lethargy_in_last_2_weeks", "med__Number_of_treatments_medications_taken", "bsize__Waist_circumference", "bsize__Hip_circumference", "bsize__Standing_height", "bsize__BMI", "main__SBP", "main__DBP", "main__Pulse", "main__ever_smoked", "main__Ethnicity", "main__Household_income", "main__Household_size", "main__Education_complete_age", "main__IPAQ_activity_group", "frail__Neuroticism_score.0", "frail__Number_of_days_week_walked_10+_minutes", "frail__Number_of_days_week_of_vigorous_physical_activity_10+_minutes", "frail__Loneliness__isolation", "frail__Types_of_transport_used_excluding_work", "frail__Drive_faster_than_motorway_speed_limit", "frail__Frequency_of_unenthusiasm___disinterest_in_last_2_weeks", "frail__Frequency_of_depressed_mood_in_last_2_weeks", "bsize__Weight", "main__Age_HT", "main__Medication_chol", "main__Alcohol_freq.0", "frail__Seen_a_psychiatrist_for_nerves__anxiety__tension_or_depression", "frail__Seen_doctor_GP_for_nerves__anxiety__tension_or_depression", "frail__Time_spent_driving", "frail__Time_spent_using_computer", "frail__Number_of_days_week_of_moderate_physical_activity_10+_minutes", "frail__Frequency_of_walking_for_pleasure_in_last_4_weeks", "frail__Tense___highly_strung", "frail__Fed_up_feelings", "frail__Suffer_from_nerves", "main__Summed_MET_minutes_per_week_for_all_activity", "main__Summed_minutes_activity", "frail__Health_satisfaction", "frail__Happiness", "frail__Miserableness", "frail__Worrier___anxious_feelings", "frail__Guilty_feelings", "frail__Duration_of_walks", "frail__Frequency_of_light_DIY_in_last_4_weeks", "main__Age_DM", "blood__Fasting_time" ], "UKBB_high": [ "main__Ethnicity", "main__Townsend_deprivation_index_at_recruitment.0", "main__Household_income", "main__Education_complete_age", "main__Household_size", "main__Smoking", "main__ever_smoked", "main__Alcohol_status", "main__Alcohol_intake", "main__DM", "main__Cancer", "med__Number_of_treatments_medications_taken", "frail__Overall_health_rating", "frail__Long_standing_illness__disability_or_infirmity", "frail__Falls_in_the_last_year", "frail__Weight_change_compared_with_1_year_ago", "frail__Usual_walking_pace", "frail__Frequency_of_stair_climbing_in_last_4_weeks", "frail__Number_of_days_week_walked_10+_minutes", "frail__Number_of_days_week_of_moderate_physical_activity_10+_minutes", "frail__Number_of_days_week_of_vigorous_physical_activity_10+_minutes", "frail__Time_spent_watching_television_TV", "main__IPAQ_activity_group", "frail__Neuroticism_score.0", "frail__Miserableness", "frail__Loneliness__isolation", "frail__Frequency_of_depressed_mood_in_last_2_weeks", "frail__Frequency_of_tiredness___lethargy_in_last_2_weeks", "frail__Health_satisfaction", "blood__Fasting_time", "bsize__Waist_circumference", "bsize__Hip_circumference", "bsize__Standing_height", "bsize__Weight", "bsize__BMI", "main__SBP", "main__DBP", "main__Pulse", "main__Hand_grip_strength_left", "main__Hand_grip_strength_right", "body__Forced_expiratory_volume_in_1_second_FEV1", "body__Forced_vital_capacity_FVC", "body__Peak_expiratory_flow_PEF", "body__Forced_expiratory_volume_in_1_second_FEV1_Z_score.0", "blood__White_blood_cell_leukocyte_count", "blood__Red_blood_cell_erythrocyte_count", "blood__Haemoglobin_concentration", "blood__Haematocrit_percentage", "blood__Mean_corpuscular_volume", "blood__Mean_corpuscular_haemoglobin", "blood__Mean_corpuscular_haemoglobin_concentration", "blood__Red_blood_cell_erythrocyte_distribution_width", "blood__Platelet_count", "blood__Mean_platelet_thrombocyte_volume", "blood__Lymphocyte_count", "blood__Monocyte_count", "blood__Neutrophill_count", "blood__Eosinophill_count", "blood__Basophill_count", "blood__Reticulocyte_percentage", "blood__Albumin", "blood__Alkaline_phosphatase", "blood__Alanine_aminotransferase", "blood__Aspartate_aminotransferase", "blood__Direct_bilirubin", "blood__Total_bilirubin", "blood__Urea", "blood__Calcium", "blood__Phosphate", "blood__Cholesterol", "blood__Creatinine", "blood__Cystatin_C", "blood__Gamma_glutamyltransferase", "blood__Glucose", "blood__Glycated_haemoglobin_HbA1c", "blood__HDL_cholesterol", "blood__LDL_direct", "blood__Triglycerides", "blood__Apolipoprotein_A", "blood__Apolipoprotein_B", "blood__Lipoprotein_A", "blood__Total_protein", "blood__Urate", "blood__C_reactive_protein", "blood__IGF_1", "blood__SHBG", "blood__Testosterone", "blood__Vitamin_D", "nmr__Glycoprotein_Acetyls", "nmr__Total_Fatty_Acids", "nmr__Degree_of_Unsaturation", "nmr__Omega_3_Fatty_Acids_to_Total_Fatty_Acids_percentage", "nmr__Omega_6_Fatty_Acids_to_Total_Fatty_Acids_percentage", "nmr__Linoleic_Acid_to_Total_Fatty_Acids_percentage", "nmr__Monounsaturated_Fatty_Acids_to_Total_Fatty_Acids_percentage", "nmr__Citrate", "nmr__Lactate", "nmr__Glutamine", "nmr__Glycine", "nmr__Leucine", "nmr__Valine", "nmr__Phenylalanine", "nmr__Tyrosine", "nmr__Alanine", "nmr__3_Hydroxybutyrate", "nmr__Average_Diameter_for_HDL_Particles", "nmr__Average_Diameter_for_LDL_Particles", "nmr__Apolipoprotein_B_to_Apolipoprotein_A1_ratio", "nmr__Creatinine", "nmr__Omega_3_Fatty_Acids", "nmr__Polyunsaturated_Fatty_Acids", "nmr__Saturated_Fatty_Acids", "nmr__Docosahexaenoic_Acid", "nmr__Docosahexaenoic_Acid_to_Total_Fatty_Acids_percentage", "nmr__Saturated_Fatty_Acids_to_Total_Fatty_Acids_percentage", "nmr__Polyunsaturated_Fatty_Acids_to_Total_Fatty_Acids_percentage", "nmr__Polyunsaturated_Fatty_Acids_to_Monounsaturated_Fatty_Acids_ratio", "nmr__Histidine", "nmr__Isoleucine", "nmr__Total_Concentration_of_Branched_Chain_Amino_Acids_Leucine_+_Isoleucine_+_Valine", "nmr__Acetoacetate", "nmr__Albumin", "nmr__Concentration_of_VLDL_Particles", "nmr__Concentration_of_Small_LDL_Particles", "nmr__Cholesterol_to_Total_Lipids_in_Large_LDL_percentage", "nmr__Triglycerides_to_Total_Lipids_in_IDL_percentage", "nmr__Triglycerides_to_Phosphoglycerides_ratio", "nmr__Sphingomyelins", "nmr__Remnant_Cholesterol_Non_HDL__Non_LDL__Cholesterol", "nmr__Glucose", "nmr__Concentration_of_Large_HDL_Particles", "nmr__Average_Diameter_for_VLDL_Particles", "blood__Platelet_crit", "blood__Platelet_distribution_width", "blood__Nucleated_red_blood_cell_count", "blood__Lymphocyte_percentage", "blood__Monocyte_percentage", "blood__Neutrophill_percentage", "blood__Eosinophill_percentage", "blood__Basophill_percentage", "blood__Nucleated_red_blood_cell_percentage", "blood__Reticulocyte_count", "blood__Mean_reticulocyte_volume", "blood__Mean_sphered_cell_volume", "blood__Immature_reticulocyte_fraction", "body__Forced_expiratory_volume_in_1_second_FEV1__Best_measure.0", "body__Forced_vital_capacity_FVC__Best_measure.0", "body__Forced_expiratory_volume_in_1_second_FEV1__predicted_percentage.0", "body__Forced_vital_capacity_FVC_Z_score.0", "body__FEV1__FVC_ratio_Z_score.0", "main__Medication_chol", "main__Alcohol_freq.0", "main__Age_HT", "main__Age_DM", "main__Age_smoking", "main__Summed_MET_minutes_per_week_for_all_activity", "main__Summed_days_activity", "frail__Mood_swings", "frail__Irritability", "frail__Nervous_feelings", "frail__Frequency_of_unenthusiasm___disinterest_in_last_2_weeks", "frail__Frequency_of_tenseness___restlessness_in_last_2_weeks", "frail__Seen_doctor_GP_for_nerves__anxiety__tension_or_depression", "frail__Seen_a_psychiatrist_for_nerves__anxiety__tension_or_depression", "frail__Happiness", "frail__Work_job_satisfaction", "frail__Friendships_satisfaction", "frail__Financial_situation_satisfaction", "frail__Ever_depressed_for_a_whole_week", "frail__Time_spent_using_computer", "frail__Frequency_of_walking_for_pleasure_in_last_4_weeks", "frail__Frequency_of_strenuous_sports_in_last_4_weeks", "frail__Duration_of_walks", "main__Adjusted_T_S_ratio", "main__Z_adjusted_T_S_log", "main__logMAR_L", "main__logMAR_R", "blood__Oestradiol", "blood__Rheumatoid_factor", "main__Unadjusted_T_S_ratio", "main__Sph_R", "main__Sph_L", "main__Cyl_R", "main__Cyl_L", "main__logMARr_R", "main__logMARr_L", "body__Forced_expiratory_volume_in_1_second_FEV1__predicted.0", "nmr__Total_Cholesterol", "nmr__Clinical_LDL_Cholesterol", "nmr__HDL_Cholesterol", "nmr__Total_Triglycerides", "nmr__Apolipoprotein_B", "nmr__Apolipoprotein_A1", "nmr__Concentration_of_LDL_Particles", "nmr__Concentration_of_HDL_Particles", "nmr__Total_Concentration_of_Lipoprotein_Particles", "nmr__Linoleic_Acid", "nmr__Omega_6_Fatty_Acids", "nmr__Monounsaturated_Fatty_Acids", "nmr__Phosphoglycerides", "nmr__Total_Cholines", "nmr__Phosphatidylcholines", "nmr__Pyruvate", "nmr__Acetate", "nmr__Acetone", "nmr__Total_Esterified_Cholesterol", "nmr__Cholesterol_in_IDL", "nmr__Free_Cholesterol_in_Large_LDL", "nmr__Omega_6_Fatty_Acids_to_Omega_3_Fatty_Acids_ratio", "nmr__Concentration_of_IDL_Particles", "nmr__Concentration_of_Medium_HDL_Particles", "nmr__Concentration_of_Small_HDL_Particles", "frail__Drive_faster_than_motorway_speed_limit", "frail__Worry_too_long_after_embarrassment", "frail__Types_of_transport_used_excluding_work", "frail__Time_spent_driving", "frail__Sensitivity___hurt_feelings", "frail__Fed_up_feelings", "frail__Worrier___anxious_feelings", "frail__Tense___highly_strung", "frail__Suffer_from_nerves", "frail__Guilty_feelings", "frail__Risk_taking", "frail__Duration_of_vigorous_activity", "frail__Duration_of_moderate_activity", "frail__Duration_walking_for_pleasure", "main__MET_minutes_per_week_for_walking", "main__MET_minutes_per_week_for_moderate_activity", "main__MET_minutes_per_week_for_vigorous_activity", "main__Summed_minutes_activity" ], "SHARE_low": [ "education_years", "household_size", "children_count", "grandchildren_count", "siblings_alive_count", "mother_alive", "father_alive", "born_in_interview_country", "area_type", "self_rated_health_us", "chronic_disease_count", "quality_of_life_casp", "depression_score_eurod", "adl_walking_difficulty_count", "adl_difficulty_count", "iadl_difficulty_count", "iadl_count_excluding_phone_medication_money", "mobility_limitation_count", "large_muscle_limitation_count", "gross_motor_limitation_count", "fine_motor_limitation_count", "body_mass_index", "overnight_hospital_stay_last_year", "nursing_home_last_year", "doctor_contact_frequency_last_year", "childhood_health", "alcohol_days_per_week_last_six_months", "vigorous_activity_frequency", "current_smoker", "ever_smoked_daily", "income_percentile", "household_net_income_imputed", "make_ends_meet_difficulty", "received_help_outside_household", "gave_help_last_twelve_months", "child_within_one_km", "child_in_household_or_building", "help_sources_count", "help_recipients_count", "country_austria", "country_belgium", "country_bulgaria", "country_croatia", "country_cyprus", "country_czechia", "country_denmark", "country_estonia", "country_finland", "country_france", "country_germany", "country_greece", "country_hungary", "country_ireland", "country_israel", "country_italy", "country_latvia", "country_lithuania", "country_luxembourg", "country_malta", "country_netherlands", "country_poland", "country_portugal", "country_romania", "country_slovakia", "country_slovenia", "country_spain", "country_sweden", "country_switzerland", "marital_status_married_together", "marital_status_registered_partnership", "marital_status_married_separated", "marital_status_never_married", "marital_status_divorced", "marital_status_widowed", "employment_status_retired", "employment_status_employed_self_employed", "employment_status_unemployed", "employment_status_permanently_sick_disabled", "employment_status_homemaker", "employment_status_other", "partner_age", "work_hours_per_week_main_job", "job_satisfaction", "employee_or_self_employed", "job_contract_type", "religion_affiliation", "partner_interviewed", "vaccinated_last_five_years", "looks_for_early_retirement" ], "SHARE_high": [ "education_years", "household_size", "partner_age", "siblings_alive_count", "children_count", "grandchildren_count", "self_rated_health_us", "chronic_disease_count", "quality_of_life_casp", "depression_score_eurod", "max_grip_strength", "adl_walking_difficulty_count", "adl_difficulty_count", "iadl_difficulty_count", "iadl_count_excluding_phone_medication_money", "mobility_limitation_count", "large_muscle_limitation_count", "gross_motor_limitation_count", "fine_motor_limitation_count", "recall_immediate", "recall_delayed", "orientation_score", "numeracy_score", "numeracy_performance", "body_mass_index", "alcohol_days_per_week_last_six_months", "vigorous_activity_frequency", "make_ends_meet_difficulty", "doctor_contact_frequency_last_year", "household_net_income_imputed", "childhood_health", "area_type", "born_in_interview_country", "partner_interviewed", "mother_alive", "father_alive", "child_in_household_or_building", "child_within_one_km", "received_help_outside_household", "gave_help_last_twelve_months", "overnight_hospital_stay_last_year", "nursing_home_last_year", "current_smoker", "ever_smoked_daily", "income_percentile", "help_sources_count", "help_recipients_count", "country_austria", "country_belgium", "country_bulgaria", "country_croatia", "country_cyprus", "country_czechia", "country_denmark", "country_estonia", "country_finland", "country_france", "country_germany", "country_greece", "country_hungary", "country_ireland", "country_israel", "country_italy", "country_latvia", "country_lithuania", "country_luxembourg", "country_malta", "country_netherlands", "country_poland", "country_portugal", "country_romania", "country_slovakia", "country_slovenia", "country_spain", "country_sweden", "country_switzerland", "marital_status_married_together", "marital_status_registered_partnership", "marital_status_married_separated", "marital_status_never_married", "marital_status_divorced", "marital_status_widowed", "employment_status_retired", "employment_status_employed_self_employed", "employment_status_unemployed", "employment_status_permanently_sick_disabled", "employment_status_homemaker", "employment_status_other", "work_hours_per_week_main_job", "job_satisfaction", "employee_or_self_employed", "job_contract_type", "religion_affiliation", "vaccinated_last_five_years", "looks_for_early_retirement" ], "CHARLS_low": [ "education_level", "self_rated_health", "current_smoker", "fall_last_two_years", "mobility_difficulty_count", "adl_difficulty_count", "iadl_difficulty_count", "difficulty_walking_1km", "sbp_mean", "dbp_mean", "pulse_mean", "body_mass_index", "weight_kg", "waist_cm", "height_cm", "wbc", "hemoglobin", "hematocrit", "mcv", "platelets", "bun", "creatinine", "glucose", "uric_acid", "difficulty_bathing", "difficulty_dressing", "difficulty_toileting", "difficulty_shopping", "difficulty_taking_medications", "fractured_hip" ], "CHARLS_high": [ "education_level", "education_years", "hukou_type", "non_agricultural_hukou", "self_rated_health", "current_smoker", "fall_last_two_years", "fractured_hip", "mobility_difficulty_count", "adl_difficulty_count", "iadl_difficulty_count", "difficulty_walking_1km", "difficulty_walking_100m", "difficulty_dressing", "difficulty_bathing", "difficulty_eating", "difficulty_toileting", "difficulty_shopping", "difficulty_taking_medications", "sbp_mean", "dbp_mean", "pulse_mean", "pulse_pressure", "map", "grip_strength_max", "walk_time_mean", "height_cm", "weight_kg", "waist_cm", "body_mass_index", "waist_to_height_ratio", "fasting_sample", "wbc", "hemoglobin", "hematocrit", "mcv", "platelets", "bun", "creatinine", "total_cholesterol", "triglycerides", "hdl_cholesterol", "ldl_cholesterol", "glucose", "hba1c", "uric_acid", "cystatin_c", "crp" ], "MHAS_low": [ "years_education", "ever_hypertension", "ever_diabetes", "ever_lung_disease", "ever_smoked", "currently_smoking", "adl_count", "bmi", "waist", "whr", "sbp", "dbp" ], "MHAS_high": [ "crp", "hdl", "total_cholesterol", "sbp", "dbp", "pulse_pressure", "bmi", "waist", "whr", "grip_strength", "walk_speed", "vitamin_d", "tsh", "years_education", "ever_hypertension", "ever_diabetes", "ever_lung_disease", "ever_smoked", "currently_smoking", "adl_count" ] }