From 641ec7bf2496015e38102509b802bb029a7e524e Mon Sep 17 00:00:00 2001 From: noah Date: Thu, 22 Sep 2022 17:06:00 -0500 Subject: [PATCH] Completion of Part A --- .~lock.lab3_expression.docx# | 1 + Schrick-Noah_CS-6643_Lab-3.R | 37 +++++++++++++++++++++++++++++++++++ lab3_expression.docx | Bin 24558 -> 14438 bytes 3 files changed, 38 insertions(+) create mode 100644 .~lock.lab3_expression.docx# create mode 100644 Schrick-Noah_CS-6643_Lab-3.R diff --git a/.~lock.lab3_expression.docx# b/.~lock.lab3_expression.docx# new file mode 100644 index 0000000..327da75 --- /dev/null +++ b/.~lock.lab3_expression.docx# @@ -0,0 +1 @@ +,noah,NovaArchSys,22.09.2022 16:59,file:///home/noah/.config/libreoffice/4; \ No newline at end of file diff --git a/Schrick-Noah_CS-6643_Lab-3.R b/Schrick-Noah_CS-6643_Lab-3.R new file mode 100644 index 0000000..db8d9f7 --- /dev/null +++ b/Schrick-Noah_CS-6643_Lab-3.R @@ -0,0 +1,37 @@ +# Lab 3 for the University of Tulsa's CS-6643 Bioinformatics Course +# Expression Exploratory Analysis +# Professor: Dr. McKinney, Fall 2022 +# Noah L. Schrick - 1492657 + +## Set Working Directory to file directory - RStudio approach +setwd(dirname(rstudioapi::getActiveDocumentContext()$path)) + +#### Part A: Loading Data +## 1: Loading Gene Expression Data +load("sense.filtered.cpm.Rdata") +dim(sense.filtered.cpm) +colnames(sense.filtered.cpm) + +## 2: Demographic Data +# Loading +subject.attrs <- read.csv("Demographic_symptom.csv", stringsAsFactors = FALSE) +dim(subject.attrs) # 160 subjects x 40 attributes +colnames(subject.attrs) # interested in X (sample ids) and Diag (diagnosis) +subject.attrs$X +subject.attrs$Diag + +# Matching gene expression samples with their diagnosis +if (!require("dplyr")) install.packages("dplyr") +library(dplyr) +# create a phenotype vector +# grab X (subject ids) and Diag (Diagnosis) from subject.attrs that +# intersect %in% with the RNA-Seq data +phenos.df <- subject.attrs %>% + filter(X %in% colnames(sense.filtered.cpm)) %>% + dplyr::select(X, Diag) +colnames(phenos.df) # $Diag is mdd diagnosis +# grab Diag column and convert character to factor +mddPheno <- as.factor(phenos.df$Diag) # this is our phenotype/class vector + +summary(mddPheno) # MDD -- major depressive disorder, HC -- healthy control + diff --git a/lab3_expression.docx b/lab3_expression.docx index 8d4dade4a297a7d245cf910d9ca7a9b1c8a7c2b6..6f4bf6d16c47936443523160b17fe8e367c02e9a 100644 GIT binary patch literal 14438 zcmaib19+uNvuAN<6Whkbwr$(CCY(5vRsZ*@m=51#M+6G;rFv*wnqw-83|(BGutTD z)2&fe)VQuAWIA2K+b?GP0wP^TqEKsVQvs$`L9K^?_37w{^!oE1oNbqf`u1FoUv5$T!6B2qyX{14pb51u}qs;JF4IXo# zJFONMOs_xuY-crXDgx>oXp3F5W8an{vqZJ&ao{Pn22~p4xkd|giu^_WO@8VOJ|z@O zvu>MAKVK4Ec$yu@PV^|pNHg%jfJ?h(eFtQqZs;f*BWNza--s5Cn4&6FKgcu^NGF0(z;F{Sgl=0{bJK zUj*i;+z84Hj8un~FzqW9mkg3V?~)W;iM9gmLYoc{Jr-{+eNH*K6pnw3tSAeSRbq_m zK^lPqEew3U!L;(H-P^VBZ7ts`!KxqJ+L5@hkQKblEdm{KgLhx}wW2+(jwtJI_ zm1Dz7<={+A3Dercl$VI_xQa0)#2|3 zD3}oDgJ(16C>k+?w;iBdwXOk*a3a503JU5$kKZfMkTuZI1(1h;HGbHbKpwx?U*+yS z&_7xDnvCw1``q0?z%+$RNQNi^K-X>0?{glwgB?wm25S-7J&aILeYau8DdkE|;^4OP@1Gfm775Evu;j{L)J0smVT8ZT zB-8?vL;}Ay9vgW2@+@;yTpv zJs%w_&R`z$k;=tT0&PMm;u*`%vXr{cHh}JM3@TsIkc^v zt#q}eKl3tXFVY$vowF9R{e|xSaAbCDDl!-0fwnbv2YCeXw^+1F(u_1e#G>^dmlx`v zVga}~IosL%C7H<@m|iBdpq-5(sFgJp$k^HXa4uezhnUSqU?;m_*>G=9(twMoZ-k%Z z=J;Pl%8^!(En66Ase$O>5h&^HUJJM+dq%bm2m*5sAn4j$mvl(MLq>qZ>4>bji_k0! zmM6F2leqy5q@V4SvK*Ayq9%J&f9wLs^QbH+t^}bzk$7=GU7xbQN+TF=T|REw5qsL? 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