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- <div class="page-header">
- <h1>Function to set up a kinetic model with one or more state variables</h1>
- <small class="dont-index">Source: <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinmod.R" class="external-link"><code>R/mkinmod.R</code></a>, <a href="https://github.com/jranke/mkin/blob/HEAD/R/mkinsub.R" class="external-link"><code>R/mkinsub.R</code></a></small>
- <div class="hidden name"><code>mkinmod.Rd</code></div>
- </div>
-
- <div class="ref-description">
- <p>This function is usually called using a call to <code>mkinsub()</code> for each observed
-variable, specifying the corresponding submodel as well as outgoing pathways
-(see examples).</p>
-<p>Print mkinmod objects in a way that the user finds his way to get to its
-components.</p>
- </div>
-
- <div id="ref-usage">
- <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mkinmod</span><span class="op">(</span></span>
-<span> <span class="va">...</span>,</span>
-<span> use_of_ff <span class="op">=</span> <span class="st">"max"</span>,</span>
-<span> name <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span> speclist <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span> quiet <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span> dll_dir <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span> unload <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span> overwrite <span class="op">=</span> <span class="cn">FALSE</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># S3 method for mkinmod</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu">mkinsub</span><span class="op">(</span><span class="va">submodel</span>, to <span class="op">=</span> <span class="cn">NULL</span>, sink <span class="op">=</span> <span class="cn">TRUE</span>, full_name <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></span></code></pre></div>
- </div>
-
- <div id="arguments">
- <h2>Arguments</h2>
- <dl><dt>...</dt>
-<dd><p>For each observed variable, a list as obtained by <code>mkinsub()</code>
-has to be specified as an argument (see examples). Currently, single
-first order kinetics "SFO", indeterminate order rate equation kinetics
-"IORE", or single first order with reversible binding "SFORB" are
-implemented for all variables, while "FOMC", "DFOP", "HS" and "logistic"
-can additionally be chosen for the first variable which is assumed to be
-the source compartment.
-Additionally, <code>mkinsub()</code> has an argument <code>to</code>, specifying names of
-variables to which a transfer is to be assumed in the model.
-If the argument <code>use_of_ff</code> is set to "min"
-and the model for the compartment is "SFO" or "SFORB", an
-additional <code>mkinsub()</code> argument can be <code>sink = FALSE</code>, effectively
-fixing the flux to sink to zero.
-In print.mkinmod, this argument is currently not used.</p></dd>
-
-
-<dt>use_of_ff</dt>
-<dd><p>Specification of the use of formation fractions in the
-model equations and, if applicable, the coefficient matrix. If "max",
-formation fractions are always used (default). If "min", a minimum use of
-formation fractions is made, i.e. each first-order pathway to a metabolite
-has its own rate constant.</p></dd>
-
-
-<dt>name</dt>
-<dd><p>A name for the model. Should be a valid R object name.</p></dd>
-
-
-<dt>speclist</dt>
-<dd><p>The specification of the observed variables and their
-submodel types and pathways can be given as a single list using this
-argument. Default is NULL.</p></dd>
-
-
-<dt>quiet</dt>
-<dd><p>Should messages be suppressed?</p></dd>
-
-
-<dt>verbose</dt>
-<dd><p>If <code>TRUE</code>, passed to <code><a href="https://rdrr.io/pkg/inline/man/cfunction.html" class="external-link">inline::cfunction()</a></code> if
-applicable to give detailed information about the C function being built.</p></dd>
-
-
-<dt>dll_dir</dt>
-<dd><p>Directory where an DLL object, if generated internally by
-<code><a href="https://rdrr.io/pkg/inline/man/cfunction.html" class="external-link">inline::cfunction()</a></code>, should be saved. The DLL will only be stored in a
-permanent location for use in future sessions, if 'dll_dir' and 'name'
-are specified. This is helpful if fit objects are cached e.g. by knitr,
-as the cache remains functional across sessions if the DLL is stored in
-a user defined location.</p></dd>
-
-
-<dt>unload</dt>
-<dd><p>If a DLL from the target location in 'dll_dir' is already
-loaded, should that be unloaded first?</p></dd>
-
-
-<dt>overwrite</dt>
-<dd><p>If a file exists at the target DLL location in 'dll_dir',
-should this be overwritten?</p></dd>
-
-
-<dt>x</dt>
-<dd><p>An <code>mkinmod</code> object.</p></dd>
-
-
-<dt>submodel</dt>
-<dd><p>Character vector of length one to specify the submodel type.
-See <code>mkinmod</code> for the list of allowed submodel names.</p></dd>
-
-
-<dt>to</dt>
-<dd><p>Vector of the names of the state variable to which a
-transformation shall be included in the model.</p></dd>
-
-
-<dt>sink</dt>
-<dd><p>Should a pathway to sink be included in the model in addition to
-the pathways to other state variables?</p></dd>
-
-
-<dt>full_name</dt>
-<dd><p>An optional name to be used e.g. for plotting fits
-performed with the model. You can use non-ASCII characters here, but then
-your R code will not be portable, <em>i.e.</em> may produce unintended plot
-results on other operating systems or system configurations.</p></dd>
-
-</dl></div>
- <div id="value">
- <h2>Value</h2>
-
-
-<p>A list of class <code>mkinmod</code> for use with <code><a href="mkinfit.html">mkinfit()</a></code>,
-containing, among others,</p>
-<dl><dt>diffs</dt>
-<dd><p>A vector of string representations of differential equations, one for
-each modelling variable.</p></dd>
-
-<dt>map</dt>
-<dd><p>A list containing named character vectors for each observed variable,
-specifying the modelling variables by which it is represented.</p></dd>
-
-<dt>use_of_ff</dt>
-<dd><p>The content of <code>use_of_ff</code> is passed on in this list component.</p></dd>
-
-<dt>deg_func</dt>
-<dd><p>If generated, a function containing the solution of the degradation
-model.</p></dd>
-
-<dt>coefmat</dt>
-<dd><p>The coefficient matrix, if the system of differential equations can be
-represented by one.</p></dd>
-
-<dt>cf</dt>
-<dd><p>If generated, a compiled function calculating the derivatives as
-returned by cfunction.</p></dd>
-
-
-</dl><p>A list for use with <code>mkinmod</code>.</p>
- </div>
- <div id="details">
- <h2>Details</h2>
- <p>For the definition of model types and their parameters, the equations given
-in the FOCUS and NAFTA guidance documents are used.</p>
-<p>For kinetic models with more than one observed variable, a symbolic solution
-of the system of differential equations is included in the resulting
-mkinmod object in some cases, speeding up the solution.</p>
-<p>If a C compiler is found by <code><a href="https://r-lib.github.io/pkgbuild/reference/has_compiler.html" class="external-link">pkgbuild::has_compiler()</a></code> and there
-is more than one observed variable in the specification, C code is generated
-for evaluating the differential equations, compiled using
-<code><a href="https://rdrr.io/pkg/inline/man/cfunction.html" class="external-link">inline::cfunction()</a></code> and added to the resulting mkinmod object.</p>
- </div>
- <div id="note">
- <h2>Note</h2>
- <p>The IORE submodel is not well tested for metabolites. When using this
-model for metabolites, you may want to read the note in the help
-page to <a href="mkinfit.html">mkinfit</a>.</p>
- </div>
- <div id="references">
- <h2>References</h2>
- <p>FOCUS (2006) “Guidance Document on Estimating Persistence
-and Degradation Kinetics from Environmental Fate Studies on Pesticides in
-EU Registration” Report of the FOCUS Work Group on Degradation Kinetics,
-EC Document Reference Sanco/10058/2005 version 2.0, 434 pp,
-<a href="http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics" class="external-link">http://esdac.jrc.ec.europa.eu/projects/degradation-kinetics</a></p>
-<p>NAFTA Technical Working Group on Pesticides (not dated) Guidance for
-Evaluating and Calculating Degradation Kinetics in Environmental Media</p>
- </div>
- <div id="author">
- <h2>Author</h2>
- <p>Johannes Ranke</p>
- </div>
-
- <div id="ref-examples">
- <h2>Examples</h2>
- <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># Specify the SFO model (this is not needed any more, as we can now mkinfit("SFO", ...)</span></span></span>
-<span class="r-in"><span><span class="va">SFO</span> <span class="op">&lt;-</span> <span class="fu">mkinmod</span><span class="op">(</span>parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># One parent compound, one metabolite, both single first order</span></span></span>
-<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op">&lt;-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span>
-<span class="r-in"><span> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> m1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Temporary DLL for differentials generated and loaded</span>
-<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">SFO_SFO</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;mkinmod&gt; model generated with</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Use of formation fractions $use_of_ff: max </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Specification $spec:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> $parent</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> $type: SFO; $to: m1; $sink: TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> $m1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> $type: SFO; $sink: TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Coefficient matrix $coefmat available</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Compiled model $cf available</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Differential equations:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> d_parent/dt = - k_parent * parent</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># \dontrun{</span></span></span>
-<span class="r-in"><span> <span class="va">fit_sfo_sfo</span> <span class="op">&lt;-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span><span class="op">)</span></span></span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span> <span class="co"># Now supplying compound names used for plotting, and write to user defined location</span></span></span>
-<span class="r-in"><span> <span class="co"># We need to choose a path outside the session tempdir because this gets removed</span></span></span>
-<span class="r-in"><span> <span class="va">DLL_dir</span> <span class="op">&lt;-</span> <span class="st">"~/.local/share/mkin"</span></span></span>
-<span class="r-in"><span> <span class="kw">if</span> <span class="op">(</span><span class="op">!</span><span class="fu"><a href="https://rdrr.io/r/base/files2.html" class="external-link">dir.exists</a></span><span class="op">(</span><span class="va">DLL_dir</span><span class="op">)</span><span class="op">)</span> <span class="fu"><a href="https://rdrr.io/r/base/files2.html" class="external-link">dir.create</a></span><span class="op">(</span><span class="va">DLL_dir</span><span class="op">)</span></span></span>
-<span class="r-in"><span> <span class="va">SFO_SFO.2</span> <span class="op">&lt;-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span>
-<span class="r-in"><span> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"m1"</span>, full_name <span class="op">=</span> <span class="st">"Test compound"</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> m1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, full_name <span class="op">=</span> <span class="st">"Metabolite M1"</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> name <span class="op">=</span> <span class="st">"SFO_SFO"</span>, dll_dir <span class="op">=</span> <span class="va">DLL_dir</span>, unload <span class="op">=</span> <span class="cn">TRUE</span>, overwrite <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Temporary DLL for differentials generated and loaded</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Copied DLL from /tmp/RtmpiGRJ6t/file5c7f7365e02a0.so to /home/jranke/.local/share/mkin/SFO_SFO.so</span>
-<span class="r-in"><span><span class="co"># Now we can save the model and restore it in a new session</span></span></span>
-<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">SFO_SFO.2</span>, file <span class="op">=</span> <span class="st">"~/SFO_SFO.rds"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="co"># Terminate the R session here if you would like to check, and then do</span></span></span>
-<span class="r-in"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://pkgdown.jrwb.de/mkin/">mkin</a></span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">SFO_SFO.3</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">readRDS</a></span><span class="op">(</span><span class="st">"~/SFO_SFO.rds"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">fit_sfo_sfo</span> <span class="op">&lt;-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">SFO_SFO.3</span>, <span class="va">FOCUS_2006_D</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span>, solution_type <span class="op">=</span> <span class="st">"deSolve"</span><span class="op">)</span></span></span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># Show details of creating the C function</span></span></span>
-<span class="r-in"><span><span class="va">SFO_SFO</span> <span class="op">&lt;-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span>
-<span class="r-in"><span> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"m1"</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> m1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>, verbose <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Program source:</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1: #include &lt;R.h&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2: </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3: </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4: static double parms [3];</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5: #define k_parent parms[0]</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6: #define f_parent_to_m1 parms[1]</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7: #define k_m1 parms[2]</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8: </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9: void initpar(void (* odeparms)(int *, double *)) {</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10: int N = 3;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 11: odeparms(&amp;N, parms);</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 12: }</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 13: </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 14: </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 15: void diffs ( int * n, double * t, double * y, double * f, double * rpar, int * ipar ) {</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 16: </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 17: f[0] = - k_parent * y[0];</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 18: f[1] = + f_parent_to_m1 * k_parent * y[0] - k_m1 * y[1];</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 19: }</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Temporary DLL for differentials generated and loaded</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># The symbolic solution which is available in this case is not</span></span></span>
-<span class="r-in"><span><span class="co"># made for human reading but for speed of computation</span></span></span>
-<span class="r-in"><span><span class="va">SFO_SFO</span><span class="op">$</span><span class="va">deg_func</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> function (observed, odeini, odeparms) </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> {</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> predicted &lt;- numeric(0)</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> with(as.list(odeparms), {</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> t &lt;- observed[observed$name == "parent", "time"]</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> predicted &lt;&lt;- c(predicted, SFO.solution(t, odeini["parent"], </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> k_parent))</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> t &lt;- observed[observed$name == "m1", "time"]</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> predicted &lt;&lt;- c(predicted, (((k_m1 - k_parent) * odeini["m1"] - </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> f_parent_to_m1 * k_parent * odeini["parent"]) * exp(-k_m1 * </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> t) + f_parent_to_m1 * k_parent * odeini["parent"] * </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> exp(-k_parent * t))/(k_m1 - k_parent))</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> })</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> return(predicted)</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> }</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;environment: 0x555558bd6708&gt;</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># If we have several parallel metabolites</span></span></span>
-<span class="r-in"><span><span class="co"># (compare tests/testthat/test_synthetic_data_for_UBA_2014.R)</span></span></span>
-<span class="r-in"><span><span class="va">m_synth_DFOP_par</span> <span class="op">&lt;-</span> <span class="fu">mkinmod</span><span class="op">(</span></span></span>
-<span class="r-in"><span> parent <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"DFOP"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> M1 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> M2 <span class="op">=</span> <span class="fu">mkinsub</span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span></span>
-<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="va">fit_DFOP_par_c</span> <span class="op">&lt;-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_synth_DFOP_par</span>,</span></span>
-<span class="r-in"><span> <span class="va">synthetic_data_for_UBA_2014</span><span class="op">[[</span><span class="fl">12</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">data</span>,</span></span>
-<span class="r-in"><span> quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="co"># }</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
- </div>
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