ropensci · MohammedFCIS · Jan 22, 2026 · Jan 22, 2026 · Jan 22, 2026
diff --git a/README.Rmd b/README.Rmd
@@ -42,7 +42,17 @@ That should help in:
 - ease of transferring data between researchers after performing required data
 analysis or `dvobject` and storing results in the same object in a very easy manner.
 
-### dvobject Structure
+## dbparser in Advanced Research
+
+dbparser serves as data infrastructure for cutting-edge research:
+
+- **Explainable AI for Drug Repurposing**: Featured in IEEE ICEBE 2025 presentation 
+  on knowledge graph-based drug discovery (University of Technology Sydney collaboration)
+- **Systems Pharmacology**: Integrated into Multipath package for pathway modeling
+- **Pandemic Response**: Enabled rapid COVID-19 therapeutic candidate identification
+- **Cancer Research**: Supporting SURFACER workflow for pan-cancer biomarker detection
+
+## dvobject Structure
 `dvobject` introduces a unified and compressed format of drugs data.
 It is an R list object. 
 

diff --git a/README.md b/README.md
@@ -45,7 +45,21 @@ That should help in:
   required data analysis or `dvobject` and storing results in the same
   object in a very easy manner.
 
-### dvobject Structure
+## dbparser in Advanced Research
+
+dbparser serves as data infrastructure for cutting-edge research:
+
+- **Explainable AI for Drug Repurposing**: Featured in IEEE ICEBE 2025
+  presentation on knowledge graph-based drug discovery (University of
+  Technology Sydney collaboration)
+- **Systems Pharmacology**: Integrated into Multipath package for
+  pathway modeling
+- **Pandemic Response**: Enabled rapid COVID-19 therapeutic candidate
+  identification
+- **Cancer Research**: Supporting SURFACER workflow for pan-cancer
+  biomarker detection
+
+## dvobject Structure
 
 `dvobject` introduces a unified and compressed format of drugs data. It
 is an R list object.
@@ -196,15 +210,15 @@ citation("dbparser")
 #> To cite dbparser in publications use:
 #> 
 #>   Mohammed Ali, Ali Ezzat ().  dbparser: DrugBank Database XML Parser.
-#>   R package version 2.2.0.
+#>   R package version 2.2.1.9000.
 #> 
 #> A BibTeX entry for LaTeX users is
 #> 
 #>   @Manual{,
 #>     title = {DrugBank Database XML Parser},
 #>     author = {Mohammed Ali and Ali Ezzat},
 #>     organization = {Interstellar for Consultinc inc.},
-#>     note = {R package version 2.2.0},
+#>     note = {R package version 2.2.1.9000},
 #>     url = {https://CRAN.R-project.org/package=dbparser},
 #>   }
 ```
diff --git a/docs/404.html b/docs/404.html
diff --git a/docs/CODE_OF_CONDUCT.html b/docs/CODE_OF_CONDUCT.html
diff --git a/docs/CONTRIBUTING.html b/docs/CONTRIBUTING.html
diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html
diff --git a/docs/articles/dbparser.html b/docs/articles/dbparser.html
diff --git a/docs/articles/dbparser_2_2.html b/docs/articles/dbparser_2_2.html
diff --git a/docs/articles/drugbank_nside.html b/docs/articles/drugbank_nside.html
diff --git a/docs/articles/index.html b/docs/articles/index.html
diff --git a/docs/authors.html b/docs/authors.html
diff --git a/docs/authors.md b/docs/authors.md
@@ -16,12 +16,12 @@ Source:
 [`inst/CITATION`](https://github.com/ropensci/dbparser/blob/HEAD/inst/CITATION)
 
 Mohammed Ali, Ali Ezzat (). dbparser: DrugBank Database XML Parser. R
-package version 2.2.1.
+package version 2.2.1.9000.
 
     @Manual{,
       title = {DrugBank Database XML Parser},
       author = {Mohammed Ali and Ali Ezzat},
       organization = {Interstellar for Consultinc inc.},
-      note = {R package version 2.2.1},
+      note = {R package version 2.2.1.9000},
       url = {https://CRAN.R-project.org/package=dbparser},
     }
diff --git a/docs/index.html b/docs/index.html
diff --git a/docs/index.md b/docs/index.md
@@ -42,7 +42,21 @@ That should help in:
   required data analysis or `dvobject` and storing results in the same
   object in a very easy manner.
 
-### dvobject Structure
+## dbparser in Advanced Research
+
+dbparser serves as data infrastructure for cutting-edge research:
+
+- **Explainable AI for Drug Repurposing**: Featured in IEEE ICEBE 2025
+  presentation on knowledge graph-based drug discovery (University of
+  Technology Sydney collaboration)
+- **Systems Pharmacology**: Integrated into Multipath package for
+  pathway modeling
+- **Pandemic Response**: Enabled rapid COVID-19 therapeutic candidate
+  identification
+- **Cancer Research**: Supporting SURFACER workflow for pan-cancer
+  biomarker detection
+
+## dvobject Structure
 
 `dvobject` introduces a unified and compressed format of drugs data. It
 is an R list object.
@@ -195,15 +209,15 @@ citation("dbparser")
 #> To cite dbparser in publications use:
 #> 
 #>   Mohammed Ali, Ali Ezzat ().  dbparser: DrugBank Database XML Parser.
-#>   R package version 2.2.0.
+#>   R package version 2.2.1.9000.
 #> 
 #> A BibTeX entry for LaTeX users is
 #> 
 #>   @Manual{,
 #>     title = {DrugBank Database XML Parser},
 #>     author = {Mohammed Ali and Ali Ezzat},
 #>     organization = {Interstellar for Consultinc inc.},
-#>     note = {R package version 2.2.0},
+#>     note = {R package version 2.2.1.9000},
 #>     url = {https://CRAN.R-project.org/package=dbparser},
 #>   }
 ```
diff --git a/docs/llms.txt b/docs/llms.txt
@@ -42,7 +42,21 @@ That should help in:
   required data analysis or `dvobject` and storing results in the same
   object in a very easy manner.
 
-### dvobject Structure
+## dbparser in Advanced Research
+
+dbparser serves as data infrastructure for cutting-edge research:
+
+- **Explainable AI for Drug Repurposing**: Featured in IEEE ICEBE 2025
+  presentation on knowledge graph-based drug discovery (University of
+  Technology Sydney collaboration)
+- **Systems Pharmacology**: Integrated into Multipath package for
+  pathway modeling
+- **Pandemic Response**: Enabled rapid COVID-19 therapeutic candidate
+  identification
+- **Cancer Research**: Supporting SURFACER workflow for pan-cancer
+  biomarker detection
+
+## dvobject Structure
 
 `dvobject` introduces a unified and compressed format of drugs data. It
 is an R list object.
@@ -195,15 +209,15 @@ citation("dbparser")
 #> To cite dbparser in publications use:
 #> 
 #>   Mohammed Ali, Ali Ezzat ().  dbparser: DrugBank Database XML Parser.
-#>   R package version 2.2.0.
+#>   R package version 2.2.1.9000.
 #> 
 #> A BibTeX entry for LaTeX users is
 #> 
 #>   @Manual{,
 #>     title = {DrugBank Database XML Parser},
 #>     author = {Mohammed Ali and Ali Ezzat},
 #>     organization = {Interstellar for Consultinc inc.},
-#>     note = {R package version 2.2.0},
+#>     note = {R package version 2.2.1.9000},
 #>     url = {https://CRAN.R-project.org/package=dbparser},
 #>   }
 ```

diff --git a/docs/news/index.html b/docs/news/index.html
diff --git a/docs/news/index.md b/docs/news/index.md
@@ -1,7 +1,11 @@
 # Changelog
 
+## dbparser (development version)
+
 ## dbparser 2.2.1
 
+CRAN release: 2026-01-08
+
 This is a major feature release focused on expanding `dbparser`’s
 capabilities into real-world pharmacovigilance and drug-drug interaction
 analysis. The integration engine has been formalized around a “Hub and