A list of emmGrid objects, one for each clinical analyte.
ANALYTES_EMMAn object of class list of length 9.
names(ANALYTES_EMM) # clinical analytes
#> [1] "Corticosterone" "Glucagon" "Glucose" "Glycerol"
#> [5] "Insulin" "Ketones" "Lactate" "Leptin"
#> [9] "NEFA"
str(ANALYTES_EMM)
#> List of 9
#> $ Corticosterone:
#> Loading required package: emmeans
#> 'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> sex = Female, Male
#> Transformation: “log”
#> $ Glucagon :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ Glucose :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ Glycerol :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ Insulin :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ Ketones :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ Lactate :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ Leptin :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
#> $ NEFA :'emmGrid' object with variables:
#> group = SED, 1W, 2W, 4W, 8W
#> age = 6M, 18M
#> sex = Female, Male
#> Transformation: “log”
# Print one of the emmGrid objects
summary(ANALYTES_EMM[["Corticosterone"]])
#> sex = Female:
#> group response SE df lower.CL upper.CL null t.ratio p.value
#> SED 23.9 3.42 189 18.0 31.7 1 22.197 <.0001
#> 1W 43.8 4.51 189 35.7 53.6 1 36.704 <.0001
#> 2W 36.6 3.71 189 29.9 44.7 1 35.486 <.0001
#> 4W 45.3 3.75 189 38.5 53.3 1 46.102 <.0001
#> 8W 30.6 3.33 189 24.7 37.9 1 31.375 <.0001
#>
#> sex = Male:
#> group response SE df lower.CL upper.CL null t.ratio p.value
#> SED 33.5 4.41 189 25.9 43.5 1 26.705 <.0001
#> 1W 61.5 6.61 189 49.7 76.0 1 38.288 <.0001
#> 2W 51.3 6.11 189 40.6 64.9 1 33.093 <.0001
#> 4W 63.6 4.96 189 54.5 74.1 1 53.212 <.0001
#> 8W 42.9 3.97 189 35.8 51.5 1 40.661 <.0001
#>
#> Confidence level used: 0.95
#> Intervals are back-transformed from the log scale
#> Tests are performed on the log scale