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zcpaF0R`{2Q@s3o)R+a*i@VTxFt?A%ard~}~S?UAr!!^UkV(4bV0k2K!1KA}ck!!)d zjTT}ZF^F>{ahS(`xc4%Z;T7$p?+~4-sJ`{+FO1a91#=Y{J^VMlY@2#6#O9k{q$!A3 ziF4;q{YbY3|M|B|?04-iJ|8 ctebGbTYRuD|GoxtBlN$oKY%36G2Z + +```{r setup, include=FALSE} +long_slug <- "2024-04-15_de-_mystifying__..." +# renv::use(lockfile = "renv.lock") +``` + + + +## Introduction + +The use of R programming in clinical trials has not always been the most +popular and obvious in the past. Despite experiencing significant growth +in recent years, the adoption of R programming in clinical trials is not +as widespread and evident as anticipated. Practical implementation faces +obstacles due to various factors, including occasional +misunderstandings, particularly in the context of validation, and a +notable lack of awareness regarding its capabilities. However, despite +these challenges, R is steadily establishing a growing niche within the +pharmaceutical industry. + +## Opportunities for R Programming in Clinical Trials + +Although R is versatile and applicable in various settings, it is +commonly associated with scientific computing and statistics. In the +context of clinical trials, where researchers aim to understand and +enhance drug development and testing processes, R has become a prominent +tool for analyzing the collected data. While SAS® has been a +longstanding programming language for clinical trials, the industry has +been exploring alternative options. There is a quest for sustainable +technology and tools that can effectively address industry challenges. + +To drive innovation, there is a need to move away from traditional, +inefficient processes and tools toward solutions that are efficient, +simple, easy to implement, reliable, and cost-effective. Collaboration +among industry stakeholders is crucial to develop a robust technology +ecosystem and establish consensus on validation and regulatory +benchmarks. Equally vital is preparing the workforce with the necessary +skillsets to meet future demands. + +## Current Usage Trends of R + +Analyzing the current trends of R in the pharmaceutical industry reveals +that its usage still has room for growth when related to Pharma +Regulatory Submissions. However, R finds extensive use in public health +projects, healthcare economics, exploratory and scientific analysis, +trend identification, generating plots/graphs, specific statistical +analysis, and machine learning. R continues to advance steadily in +clinical trials, however lacks widespread usage within the clinical +space. + +This is an area that we see gradually evolving thanks to a number of +across-industry efforts such as pharmaverse. + +## SAS® or R Programming: Which is Better? + +![SAS® or R?](Signpost.jpg){fig-align="center" width="500px"} + +The ongoing debate in the programming community revolves around whether +to replace SAS® with R, use both, or explore other alternatives like +Python. Instead of adopting an either-or scenario, leveraging the +strengths of each programming language for specific Data Science +problems is recommended, recognizing that one size does not fit all. +Early adopters of R have faced challenges, with regulatory compliance +for R packages being a common issue. + +For R to be considered for tasks related to regulatory submission, a +rigorous risk assessment of R packages, feasibility analysis, and the +establishment of processes for R usage through pilot projects with +necessary documentation becomes imperative. We see great progress in +this area through efforts such as the [R Consortium R Submissions +WG](https://rconsortium.github.io/submissions-wg/). + +## Benefits of Using R Programming + +R, as a language and environment for statistical computing and graphics, +possesses characteristics that make it a potentially powerful tool for +Data Analysis. With approximately 2 million users worldwide and three +decades of legacy, R stands out as open-source software receiving +substantial support from the community. Its availability under the GNU +General Public License and extensive documentation contribute to its +strength. R is versatile, running on various platforms, offering a wide +array of statistical and graphical techniques, and its ease of producing +publication-quality plots enhances its appeal. + +The pharmaceutical industry has witnessed the emergence of various R +packages tailored for Clinical Trial reporting. Examples include +`{rtables}` for creating tables for reporting clinical trials, +`{admiral}` for CDISC ADaM, `{pkglite}` to support eSubmission, and many +others. These packages cater to different aspects of clinical trial data +analysis, showcasing the versatility of R in this domain. + +This article talks more about use of R in clinical trials and how this +will be used by taking advantages of open source of R. The FDA +emphasizes the need for fully documenting software packages used for +statistical analysis in submissions. The use of R poses specific +challenges related to validation, given its free and open-source nature. +To address this, the [R Validation Hub](https://www.pharmar.org/) has +released guidance documents focusing in this space. + +Given that the cost of the R package is non-chargeable, it can also +serve as a potential tool for API integration. For instance, in signal +detection, R packages can prove to be valuable tools due to the +intricate derivation process for EBGM in the Bayesian approach, which +aims to mitigate false positive signals resulting from multiple +comparisons. The computation adjusts the observed-to-expected reporting +ratio for temporal trends and confounding variables such as age and sex. +While both methods can estimate this, the accessibility of R as free +software enables easy integration into any system as an API or for macro +estimation purposes without any copyrights issue. As always though +consult the license of any package being used to be sure your usage is +in compliance. + +## Identifying the Limitations in Using R Programming + +It is crucial to note that software cost is essential to any company, +including Pharma and Biotechs. While R and RStudio® are free and SAS® +requires an annual license, using R instead of SAS® may not always lower +costs. The cost of software is only one part of the equation. To be used +in a highly regulated industry such as pharmaceuticals, software +validation, maintenance, and support are critical, and their costs need +to be considered. Although R is free and open source, it comes with a +learning curve, and in short term the industry might face a shortage of +experienced pharma R programmers compared to those familiar with SAS®. + +## Leveraging the Right Tools to Capture Value + +Capturing the value of R programming starts with a clear vision for its +use and a systematic approach to identifying and prioritizing the needs +in the industry. Clinical Data Science is evolving rapidly, and the +industry actively seeks alternative solutions to unlock valuable +insights from diverse datasets. Recognizing the need for innovation, +collaboration, and efficient tools is crucial. Rather than viewing SAS®, +R, and Python as mutually exclusive, leveraging the strengths of each +for appropriate Data Science problems provides a nuanced and effective +approach. + +Ensuring data quality, scientific integrity, and regulatory compliance +through risk assessment frameworks, validation, and documentation are +imperative in this dynamic landscape. The pharmaceutical industry's +journey toward embracing R reflects the broader trend of industries +recognizing the value and potential of open-source tools in addressing +complex challenges. + +![Leveraging the Right Tools](RightTool.png){fig-align="center"} + +## Author + +Venkatesan Balu is the Associate Director, Global Data Sciences, Navitas +Life Sciences with 15+ years of experience in the Biostatistics domain, +and in Phase I to Phase IV Clinical Trials across various therapeutic +areas, BABE and PK studies. He has invaluable expertise in providing +inputs to study design, sample size, SAP, outlier evaluation, interim +analysis, complex statistical evaluation & model selection, and +regulatory requirement. He is a technical leader in drug development +strategy, adaptive design, portfolio optimization, and decision-making +in clinical trials. + + + +```{r, echo=FALSE} +source("appendix.R") +insert_appendix( + repo_spec = "pharmaverse/blog", + name = long_slug +) +``` From 3d862a94f5ee2497ee114ad4dde15923115c87d1 Mon Sep 17 00:00:00 2001 From: Ross Farrugia Date: Mon, 15 Apr 2024 16:02:20 +0000 Subject: [PATCH 2/4] #143 spelling --- inst/WORDLIST.txt | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/inst/WORDLIST.txt b/inst/WORDLIST.txt index 48a72cc1..1810d811 100644 --- a/inst/WORDLIST.txt +++ b/inst/WORDLIST.txt @@ -87,6 +87,7 @@ atoxgr auth AVAL AVALU +Balu basel bayer bb @@ -102,6 +103,7 @@ bindEvent Biostatisticians Biostatistics Biostats +Biotechs blogpost bmi BMI @@ -166,6 +168,7 @@ datetime Datetime dcf DCUTDT +De defaultPageSize deliverables DEMOADY @@ -201,6 +204,7 @@ DTHFL dtm DTM dy +EBGM eclinical eCTD edoardo @@ -216,6 +220,7 @@ envsetup EOSDT EPI eps +eSubmission ethz eval eventID @@ -354,6 +359,7 @@ modularize Mosteller msrc na +Navitas nas natively ncol @@ -482,6 +488,7 @@ Siggaard signif siloed SITEIDN +skillsets soumitra Soumitra ss @@ -564,6 +571,7 @@ vehIoJgdA Velásquez's venkatachalam Venkatachalam +Venkatesan Veríssimo ViiV Viyash @@ -587,6 +595,7 @@ webr webR WebR wfk +WG wg wikipedia WnpvVgmyE From 46cbf07d0257d231dc663409ce06fa21c8ea38a7 Mon Sep 17 00:00:00 2001 From: NavitasLifeSciences <166789909+NavitasLifeSciences@users.noreply.github.com> Date: Tue, 23 Apr 2024 16:34:24 +0530 Subject: [PATCH 3/4] Update posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd Co-authored-by: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> --- .../de-_mystifying__r__programming_in__clinical__trials.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd b/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd index 1f243e9b..124dc2df 100644 --- a/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd +++ b/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd @@ -29,7 +29,7 @@ as widespread and evident as anticipated. Practical implementation faces obstacles due to various factors, including occasional misunderstandings, particularly in the context of validation, and a notable lack of awareness regarding its capabilities. However, despite -these challenges, R is steadily establishing a growing niche within the +these challenges, R is steadily establishing a growing presence within the pharmaceutical industry. ## Opportunities for R Programming in Clinical Trials From c1cc0ae30c87683737b6b88461f85b0942d6c2f1 Mon Sep 17 00:00:00 2001 From: NavitasLifeSciences <166789909+NavitasLifeSciences@users.noreply.github.com> Date: Thu, 25 Apr 2024 17:55:28 +0530 Subject: [PATCH 4/4] Update de-_mystifying__r__programming_in__clinical__trials.qmd --- ...g__r__programming_in__clinical__trials.qmd | 25 +++++++------------ 1 file changed, 9 insertions(+), 16 deletions(-) diff --git a/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd b/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd index 124dc2df..9f6972be 100644 --- a/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd +++ b/posts/2024-04-15_de-_mystifying__.../de-_mystifying__r__programming_in__clinical__trials.qmd @@ -74,6 +74,9 @@ to replace SAS® with R, use both, or explore other alternatives like Python. Instead of adopting an either-or scenario, leveraging the strengths of each programming language for specific Data Science problems is recommended, recognizing that one size does not fit all. +Despite the challenges early adopters of R have faced in regulatory compliance, +there have been notable successes that highlight the benefits and potential of +using R in regulated industries. Early adopters of R have faced challenges, with regulatory compliance for R packages being a common issue. @@ -100,7 +103,7 @@ The pharmaceutical industry has witnessed the emergence of various R packages tailored for Clinical Trial reporting. Examples include `{rtables}` for creating tables for reporting clinical trials, `{admiral}` for CDISC ADaM, `{pkglite}` to support eSubmission, and many -others. These packages cater to different aspects of clinical trial data +others. Pharmaverse packages cater to different aspects of clinical trial data analysis, showcasing the versatility of R in this domain. This article talks more about use of R in clinical trials and how this @@ -150,24 +153,14 @@ approach. Ensuring data quality, scientific integrity, and regulatory compliance through risk assessment frameworks, validation, and documentation are -imperative in this dynamic landscape. The pharmaceutical industry's -journey toward embracing R reflects the broader trend of industries -recognizing the value and potential of open-source tools in addressing -complex challenges. +imperative in this dynamic landscape. Pharmaverse is also actively steering +the pharmaceutical industry's path by pioneering connections and advocating +for R, thus exemplifying the broader trend of industries acknowledging the +value and potential of open-source tools in tackling complex challenges. ![Leveraging the Right Tools](RightTool.png){fig-align="center"} -## Author - -Venkatesan Balu is the Associate Director, Global Data Sciences, Navitas -Life Sciences with 15+ years of experience in the Biostatistics domain, -and in Phase I to Phase IV Clinical Trials across various therapeutic -areas, BABE and PK studies. He has invaluable expertise in providing -inputs to study design, sample size, SAP, outlier evaluation, interim -analysis, complex statistical evaluation & model selection, and -regulatory requirement. He is a technical leader in drug development -strategy, adaptive design, portfolio optimization, and decision-making -in clinical trials. +