diff --git a/Papers/NAR_Update_2026/latex/sections/M07_methods_similarity_mapping.tex b/Papers/NAR_Update_2026/latex/sections/M07_methods_similarity_mapping.tex
index 89ed64f7..e7643b09 100644
--- a/Papers/NAR_Update_2026/latex/sections/M07_methods_similarity_mapping.tex
+++ b/Papers/NAR_Update_2026/latex/sections/M07_methods_similarity_mapping.tex
@@ -1,4 +1,6 @@
 %% Consolidates the former methods_{reaction_similarity,atom_mapping} sections.
 \subsection{Atom mapping}\label{sec:methods-mapping}
 
-Atom mappings are generated from the workflow of Hu{\ss} \textit{et al.}~\cite{huss2022} where they refine the per-reaction output of the Reaction Decoder Tool~\cite{rahman2016} into mappings that can be used to span a metabolic reconstruction. The approach also resolves chemically equivalent atoms into symmetry groups, such as the two oxygens of CO$_2$ and the six equivalent terminal oxygens of pyrophosphate, so the ambiguity is apparent. The output is formatted and stored in the database, and can also be visualized in the UI.
+Atom mappings are generated from the workflow of Hu{\ss} \textit{et al.}~\cite{huss2022} where they refine the per-reaction output of the Reaction Decoder Tool~\cite{rahman2016} into mappings that can be used to span a metabolic reconstruction.
+The approach also resolves chemically equivalent atoms into symmetry groups, such as the two oxygens of CO$_2$ and the six equivalent terminal oxygens of pyrophosphate, so the ambiguity is apparent.
+The output is formatted and stored in the database, and can also be visualized in the UI.