In pnolain/pmxploit: Pharmacometric tools for post-processing of mixed-effects models for continuous data

pmxploit parses the text inside control streams to extract informations of the NONMEM job related to the model, the estimation steps or the output tables.

To be able to take the most benefit from pmxploit parsing capacity, one should be careful about how to write NONMEM control streams.

The following coding conventions should be respected for an optimal use of pmxploit.

$PROBLEM record

Only one $PROBLEM record is accepted per run.

$INPUT record

• Items specified in $INPUT must correspond to a column of the dataset
• Subject identifier column must be ID
• Columns aliases are supported (e.g. DV=CONC)
• Columns dropping is supported (e.g. IDEN=DROP)

$DATA record

• The dataset must be located in the same directory as the control stream file
• Filtering dataset using NONMEM IGNORE option is not recommanded (although it may be supported, pmxploit import of such cases must be carefully verified)

$MODEL record

It is advised to declare each compartment on a separate line:

$MODEL
NCOMP=4
COMP=(Depot)
COMP=(Central)
COMP=(Peripheral)
COMP=(Out)

$ABBR record

Parsing of this record only support the REPLACE option for ETA parameters when declared like:

$ABBR REPLACE ETA(OCC_CL)=ETA(3,4,5)

and then used like:

$PK
TVCL=THETA(2)
ETCL=ETA(2)
ETOCC1=ETA(3)
ETOCC2=ETA(4)
ETOCC3=ETA(5)

MU_2=THETA(2)
CL=DEXP(MU_2+ETACL)*EXP(ETA(OCC_CL))

$PK, $PRED and $ERROR records

• Typical parameters must be explicitely declared in the form XXX = THETA(n) where XXX is the parameter name and n is its index in the fixed effects vector
• Random effects parameters must be explicitely declared in the form XXX = ETA(n) where XXX is the parameter name and n is its index in the random effects matrix diagonal

Hence, here is an adequate declaration of parameters:

; THETAs
TVCL = THETA(1)
ALLOCL = THETA(2)

; ETAs
ETACL = ETA(1)

; Individual parameter
CL = TVCL * (WT/65)**ALLOCL * EXP(ETACL)

Whereas the following is not advised:

CL = THETA(1) * (WT/65)**THETA(2) * EXP(ETA(1))

$TABLE record(s)

• xpose4 conventions regarding tables output should be used (see: http://xpose.sourceforge.net/docs_faq.php)
• catab, cotab and patab definitions are used to guess the role of each column (respectively categorical covariates, continuous covariates and parameters)
• The other tables are optional
• Internally, pmxploit merges the dataset and the output tables into one entity called pmxploitab (a tibble)
• The number of rows of the output tables should match the number of rows of the dataset
• FIRSTONLY option should not be used

Miscellaneous

• $SIMULATION is not supported
• Support for mixture models ($MIX record) has not been fully tested yet

pnolain/pmxploit documentation built on Jan. 31, 2024, 1:16 p.m.