diff --git a/figures/dms_timing.svg b/figures/dms_timing.svg
index 8567bde..7619555 100644
--- a/figures/dms_timing.svg
+++ b/figures/dms_timing.svg
@@ -74,6 +74,20 @@
d="m 24.34,23.47 h 83.57 v 84.44 H 24.34 Z"
id="path15278" />
+
+
+
+
+
+
@@ -119,6 +133,736 @@
inkscape:label="Layer 1"
inkscape:groupmode="layer"
id="layer1">
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 0
+
+
+
+
+ 10
+
+
+
+
+ 20
+
+
+
+
+ 30
+
+
+
+
+ 40
+
+
+
+
+ 50
+
+
+
+
+ 60
+
+
+
+
+ 70
+
+
+
+
+ t (min)
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 10
+
+
+
+
+ 15
+
+
+
+
+ 20
+
+
+
+
+ 25
+
+
+
+
+ 30
+
+
+
+
+ 35
+
+
+
+
+ 40
+
+
+
+
+ concentration (ug/ml)
+
+
+
+
+ bulk concentration
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ exp1
+
+
+
+
+
+
+
+ exp2
+
+
+
+
+
+
+
+ ligand
+
+
+
+
+
+
+
+
+
+ transform="matrix(1.3333333,0,0,-1.3333333,254.97336,164.53334)">
-
a.
b.
c.
+ d.
+ transform="matrix(1.3333333,0,0,-1.3333333,9.200005,546.76003)">
d.
+ x="-0.8828125"
+ y="391.05334">e.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 0
+
+
+
+
+ 2
+
+
+
+
+ 4
+
+
+
+
+ 6
+
+
+
+
+ 8
+
+
+
+
+ 10
+
+
+
+
+ 12
+
+
+
+
+ 14
+
+
+
+
+ 16
+
+
+
+
+ 18
+
+
+
+
+ 20
+
+
+
+
+ t (min)
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 2.4
+
+
+
+
+ 2.6
+
+
+
+
+ 2.8
+
+
+
+
+ 3
+
+
+
+
+ 3.2
+
+
+
+
+ 3.4
+
+
+
+
+ 3.6
+
+
+
+
+ 3.8
+
+
+
+
+ concentration (ug/ml)
+
+
+
+
+ bulk concentration
+
+
+
+
+
+
+
+
+
+
+ ligand
+
+
+
+
+
+
+
+
+
+
diff --git a/tex/thesis.tex b/tex/thesis.tex
index a581bbd..6b834bd 100644
--- a/tex/thesis.tex
+++ b/tex/thesis.tex
@@ -1325,6 +1325,7 @@ the \gls{mab} reaction should proceed in {\#}{mab curve}.
% TODO add additional paragraph about how this diffusion coefficient was used to
% estimate the wash step times.
+% RESULT talk about the kinetic stuff in this figure more
\begin{figure*}[ht!]
\begingroup
@@ -1332,6 +1333,7 @@ the \gls{mab} reaction should proceed in {\#}{mab curve}.
\phantomsubcaption\label{fig:dms_biotin_rxn_mass}
\phantomsubcaption\label{fig:dms_biotin_rxn_frac}
\phantomsubcaption\label{fig:dms_stp_per_time}
+ \phantomsubcaption\label{fig:dms_mab_per_time}
\phantomsubcaption\label{fig:dms_biotin_washed}
\endgroup
@@ -1339,7 +1341,9 @@ the \gls{mab} reaction should proceed in {\#}{mab curve}.
{Reaction kinetics for microcarrier functionalization.
\subcap{fig:dms_biotin_rxn_mass}{Biotin mass bound per time}
\subcap{fig:dms_biotin_rxn_frac}{Fraction of input biotin bound per time}
- \subcap{fig:dms_stp_per_time}{\Gls{stp} bound per time.}
+ \subcap{fig:dms_stp_per_time}{\Gls{stp} bound per time. Each dot is an
+ experimental run and the line is the fitted model.}
+ \subcap{fig:dms_mab_per_time}{Simulated \glspl{mab} bound per time.}
\subcap{fig:dms_biotin_washed}{Biotin quantification via the \gls{haba}
assay after washing.}
}