diff --git a/nbs/99_manuscript/coefs_comp/08_10-gtex_whole_blood-gene_pairs00.ipynb b/nbs/99_manuscript/coefs_comp/08_10-gtex_whole_blood-gene_pairs00.ipynb
index ecec046b..8a16deec 100644
--- a/nbs/99_manuscript/coefs_comp/08_10-gtex_whole_blood-gene_pairs00.ipynb
+++ b/nbs/99_manuscript/coefs_comp/08_10-gtex_whole_blood-gene_pairs00.ipynb
@@ -31,7 +31,7 @@
     "tags": []
    },
    "source": [
-    "It selects a set of specific gene pairs from a tissue, and checks if relationship are replicated on other tissues.\n",
+    "It selects a set of specific gene pairs from a tissue, and checks if the relationship is replicated on other tissues.\n",
     "It also uses GTEx metadata (such as sex) to explain relationships."
    ]
   },
@@ -3774,7 +3774,13 @@
  ],
  "metadata": {
   "jupytext": {
-   "cell_metadata_filter": "all,-execution,-papermill,-trusted"
+   "cell_metadata_filter": "all,-execution,-papermill,-trusted",
+   "notebook_metadata_filter": "-jupytext.text_representation.jupytext_version",
+   "text_representation": {
+    "extension": ".py",
+    "format_name": "percent",
+    "format_version": "1.3"
+   }
   },
   "kernelspec": {
    "display_name": "Python 3 (ipykernel)",
diff --git a/nbs/99_manuscript/coefs_comp/py/08_10-gtex_whole_blood-gene_pairs00.py b/nbs/99_manuscript/coefs_comp/py/08_10-gtex_whole_blood-gene_pairs00.py
index fac85d52..46bc7bd3 100644
--- a/nbs/99_manuscript/coefs_comp/py/08_10-gtex_whole_blood-gene_pairs00.py
+++ b/nbs/99_manuscript/coefs_comp/py/08_10-gtex_whole_blood-gene_pairs00.py
@@ -17,7 +17,7 @@
 # # Description
 
 # %% [markdown] tags=[]
-# It selects a set of specific gene pairs from a tissue, and checks if relationship are replicated on other tissues.
+# It selects a set of specific gene pairs from a tissue, and checks if the relationship is replicated on other tissues.
 # It also uses GTEx metadata (such as sex) to explain relationships.
 
 # %% [markdown] tags=[]