% \documentclass[twocolumn]{article} \documentclass{report} \usepackage[top=1in,left=1.5in,right=1in,bottom=1in]{geometry} \usepackage{siunitx} \usepackage{multicol} \setlength{\columnsep}{1cm} \usepackage[acronym]{glossaries} \usepackage[T1]{fontenc} \usepackage{enumitem} \usepackage{titlesec} \usepackage{titlecaps} \usepackage{upgreek} \usepackage{graphicx} \usepackage{subcaption} \usepackage{nth} \usepackage[capitalize]{cleveref} \usepackage[version=4]{mhchem} \usepackage{pgfgantt} \usepackage{setspace} \doublespacing{} \titleformat{\chapter}[block]{\filcenter\bfseries\large} {\MakeUppercase{\chaptertitlename} \thechapter: }{0pt}{\uppercase} % \titleformat{\chapter}[block]{\filcenter\bfseries\large}{}{0pt}{\uppercase} \titleformat{\section}[block]{\bfseries\large}{}{0pt}{\titlecap} \titleformat{\subsection}[block]{\itshape\large}{}{0pt}{\titlecap} \titleformat{\subsubsection}[runin]{\bfseries\itshape\/}{}{0pt}{\titlecap} \setlist[description]{font=$\bullet$~\textbf\normalfont} \sisetup{per-mode=symbol,list-units=single} \DeclareSIUnit\activityunit{U} \DeclareSIUnit\carrier{carriers} \DeclareSIUnit\cell{cells} \DeclareSIUnit\ab{mAbs} \DeclareSIUnit\molar{M} \DeclareSIUnit\gforce{\times{} g} % add acronyms here \renewcommand{\glossarysection}[2][]{} % remove glossary title \makeglossaries \newacronym{act}{ACT}{adoptive cell therapies} \newacronym{car}{CAR}{chimeric antigen receptor} \newacronym[longplural={monoclonal antibodies}]{mab}{mAb}{monoclonal antibody} \newacronym{ecm}{ECM}{extracellular matrix} \newacronym{cqa}{CQA}{critical quality attribute} \newacronym{cpp}{CPP}{critical process parameter} \newacronym{dms}{DMS}{degradable microscaffold} \newacronym{doe}{DOE}{design of experiments} \newcommand{\mytitle}{ \Large{ \textbf{ Optimizing T Cell Manufacturing and Quality Using Functionalized Degradable Microscaffolds } } } \newcommand{\mycommitteemember}[3]{ \begin{flushleft} \noindent #1 \\ #2 \\ \textit{#3} \end{flushleft} } \newenvironment{mytitlepage}{ \begin{singlespace} \begin{center} } { \end{center} \end{singlespace} } \begin{document} \begin{titlepage} \begin{mytitlepage} \mytitle{} \vfill \Large{ A Dissertation \\ Presented to \\ The Academic Faculty \\ \vspace{1.5em} by \vspace{1.5em} Nathan John Dwarshuis, B.S. \\ \vfill In Partial Fulfillment \\ of the Requirements for the Degree \\ Doctor of Philosophy in Biomedical Engineering in the \\ Wallace H. Coulter Department of Biomedical Engineering \vfill Georgia Institute of Technology and Emory University \\ August 2021 \vfill COPYRIGHT \copyright{} BY NATHAN J. DWARSHUIS } \end{mytitlepage} \end{titlepage} \onecolumn \pagenumbering{roman} \clearpage \begin{mytitlepage} \mytitle{} \end{mytitlepage} \vfill \large{ \noindent Committee Members \begin{multicols}{2} \begin{singlespace} \mycommitteemember{Dr.\ Krishnendu\ Roy\ (Advisor)} {Department of Biomedical Engineering} {Georgia Institute of Technology and Emory University} \vspace{1.5em} \mycommitteemember{Dr.\ Madhav\ Dhodapkar} {Department of Hematology and Medical Oncology} {Emory University} \vspace{1.5em} \mycommitteemember{Dr.\ Melissa\ Kemp} {Department of Biomedical Engineering} {Georgia Institute of Technology and Emory University} \columnbreak{} \null{} \vfill \mycommitteemember{Dr.\ Wilbur\ Lam} {Department of Biomedical Engineering} {Georgia Institute of Technology and Emory University} \vspace{1.5em} \mycommitteemember{Dr.\ Sakis\ Mantalaris} {Department of Biomedical Engineering} {Georgia Institute of Technology and Emory University} \end{singlespace} \end{multicols} \vspace{1.5em} \hfill Date Approved: } \clearpage \chapter*{acknowledgements} \addcontentsline{toc}{chapter}{acknowledgements} Thank you to Lex Fridman and Devin Townsend for being awesome and inspirational. \clearpage \chapter*{summary} \addcontentsline{toc}{chapter}{summary} \Gls{act} using \gls{car} T cells have shown promise in treating cancer, but manufacturing large numbers of high quality cells remains challenging. Currently approved T cell expansion technologies involve anti-CD3 and CD28 \glspl{mab}, usually mounted on magnetic beads. This method fails to recapitulate many key signals found \textit{in vivo} and is also heavily licensed by a few companies, limiting its long-term usefulness to manufactures and clinicians. Furthermore, we understand that highly potent T cells are generally less-differentiated subtypes such as central memory and stem memory T cells. Despite this understanding, little has been done to optimize T cell expansion for generating these subtypes, including measurement and feedback control strategies that are necessary for any modern manufacturing process. The goal of this thesis was to develop a microcarrier-based \gls{dms} T cell expansion system as well as determine biologically-meaningful \glspl{cqa} and \glspl{cpp} that could be used to optimize for highly-potent T cells. In Aim 1, we develop and characterized the \gls{dms} system, including quality control steps. We also demonstrate the feasiblity of expanding highly-potent memory and CD4+ T cells, and showing compatibility with existing \gls{car} transduction methods. In aim 2, we use \gls{doe} methodology to optimize the \gls{dms} platform, and develop a computational pipeline to identify and model the effect of measurable \glspl{cqa} and \glspl{cpp} on the final product. In aim 3, we demonstrate the effectiveness of the \gls{dms} platform \textit{in vivo}. This thesis lays the groundwork for a novel T cell expansion method which can be used in a clinical setting, and also provides a path toward optimizing for product quality in an industrial setting. \clearpage \tableofcontents \clearpage \listoffigures \clearpage \listoftables \clearpage % \twocolumn \chapter*{acronyms} \addcontentsline{toc}{chapter}{acronyms} \printglossary[type=\acronymtype] \clearpage \pagenumbering{arabic} \clearpage \chapter{introduction} \section*{overview} Insert overview here \section*{hypothesis} Insert hypothesis here \section*{specific aims} \subsection*{aim 1} \subsection*{aim 2} \subsection*{aim 3} \section*{outline} \subsection*{Aim 1} Aim 1 \subsection*{Aim 2} Aim 2 \subsection*{Aim 3} Aim 3 \chapter{background and significance} \subsection*{background} \subsection*{current T cell manufacturing technologies} bla bla \section*{strategies to optimize cell manufacturing} bla bla \subsection*{strategies to characterize cell manufacturing} bla bla \section{Innovation} \chapter{aim 1} \section{introduction} \section{methods} \section{results} \section{discussion} \chapter{Aim 2} \section{introduction} \section{methods} \section{results} \section{discussion} \chapter{Aim 3} \section{introduction} \section{methods} \section{results} \section{discussion} \chapter{conclusions and future work} \section{conclusions} \section{future work} \onecolumn \clearpage % TODO some people put appendices here....not sure if I need to \chapter{References} \renewcommand{\section}[2]{} % noop the original bib section header \bibliography{../proposal} \bibliographystyle{naturemag} \end{document}