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ClinAge-4B

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ClinAge-4B / variable_panels.json
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{
"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"
]
}