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@@ -996,20 +996,6 @@ literal "false"
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\end_layout
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\end_layout
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-\begin_layout Standard
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-\begin_inset Flex TODO Note (inline)
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-status open
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-
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-\begin_layout Plain Layout
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-How much mechanistic detail is needed here? My work doesn't really go into
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- specific rejection mechanisms, so I think it's best to keep it basic.
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-\end_layout
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-
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-\end_inset
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-
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-
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-\end_layout
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-
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\begin_layout Standard
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\begin_layout Standard
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Because an allograft comes from a donor of the same species who is genetically
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Because an allograft comes from a donor of the same species who is genetically
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distinct from the recipient (with rare exceptions), genetic variants in
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distinct from the recipient (with rare exceptions), genetic variants in
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@@ -3788,7 +3774,7 @@ noprefix "false"
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looks at several array-based assays with the potential to diagnose transplant
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looks at several array-based assays with the potential to diagnose transplant
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rejection and shows that analyses of this array data are greatly improved
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rejection and shows that analyses of this array data are greatly improved
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by paying careful attention to normalization and preprocessing.
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by paying careful attention to normalization and preprocessing.
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- Finally Chapter
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+ Chapter
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\begin_inset CommandInset ref
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\begin_inset CommandInset ref
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LatexCommand ref
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LatexCommand ref
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reference "chap:Globin-blocking-cyno"
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reference "chap:Globin-blocking-cyno"
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@@ -3810,19 +3796,19 @@ RNA-seq
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of non-human primate blood samples by preventing reverse transcription
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of non-human primate blood samples by preventing reverse transcription
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of unwanted globin transcripts.
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of unwanted globin transcripts.
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-\end_layout
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-
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-\begin_layout Standard
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-\begin_inset Flex TODO Note (inline)
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-status open
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-
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-\begin_layout Plain Layout
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-Add a sentence about Ch5 once written
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-\end_layout
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+ Finally, Chapter
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+\begin_inset CommandInset ref
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+LatexCommand ref
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+reference "chap:Conclusions"
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+plural "false"
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+caps "false"
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+noprefix "false"
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\end_inset
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\end_inset
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-
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+ summarizes the overarching lessons and strategies learned through these
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+ analyses that can be applied to all future analyses of high-throughput
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+ genomic assays.
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\end_layout
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\end_layout
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\begin_layout Chapter
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\begin_layout Chapter
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@@ -23121,6 +23107,12 @@ GB
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\end_layout
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\end_layout
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\begin_layout Chapter
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\begin_layout Chapter
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+\begin_inset CommandInset label
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+LatexCommand label
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+name "chap:Conclusions"
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+
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+\end_inset
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+
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Conclusions
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Conclusions
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\end_layout
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\end_layout
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@@ -23360,7 +23352,7 @@ ChIP-seq
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s code in order to accommodate the new aspect of the data.
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s code in order to accommodate the new aspect of the data.
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The prospect of reusability turned out to be a pipe(line) dream.
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The prospect of reusability turned out to be a pipe(line) dream.
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After several attempts to extend my pipelines to be general enough to handle
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After several attempts to extend my pipelines to be general enough to handle
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- an ever-increasing variety of data idiosyncracies, I realized that it was
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+ an ever-increasing variety of data idiosyncrasies, I realized that it was
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actually
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actually
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\emph on
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\emph on
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less
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less
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@@ -23489,7 +23481,7 @@ toolbox
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full of useful modular analysis methods and developed the knowledge of
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full of useful modular analysis methods and developed the knowledge of
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when and where each could be applied, as well as how to compose them on
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when and where each could be applied, as well as how to compose them on
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demand into pipelines for specific data sets.
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demand into pipelines for specific data sets.
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- This prepared me to handle the idiosyncracies of any new data set, even
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+ This prepared me to handle the idiosyncrasies of any new data set, even
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when the new data has problems that I have not previously encountered in
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when the new data has problems that I have not previously encountered in
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any other data set.
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any other data set.
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@@ -23535,13 +23527,13 @@ fRMA
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which outputs a posterior probability of acute rejection.
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which outputs a posterior probability of acute rejection.
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This is a perfect use case for a proper pipeline: repeating the exact same
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This is a perfect use case for a proper pipeline: repeating the exact same
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sequence of analysis steps many times.
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sequence of analysis steps many times.
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- The input to the pipeline is sufficienrtly well-controlled that we can
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- guarantee it will satisfy the assumptions of the pipeline.
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+ The input to the pipeline is sufficiently well-controlled that we can guarantee
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+ it will satisfy the assumptions of the pipeline.
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But research data is not so well-controlled, so when analyzing data in
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But research data is not so well-controlled, so when analyzing data in
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a research context, the analysis must conform to the data, rather than
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a research context, the analysis must conform to the data, rather than
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trying to force the data to conform to a preferred analysis strategy.
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trying to force the data to conform to a preferred analysis strategy.
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- That means having a toolbox of composable methods ready to respond to the
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- observed properties of the data.
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+ That means having a toolbox full of composable methods ready to respond
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+ to the observed properties of the data.
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\end_layout
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\end_layout
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\begin_layout Standard
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\begin_layout Standard
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