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-rw-r--r--.gitignore1
-rwxr-xr-xwqflask/wqflask/marker_regression/marker_regression.py46
-rwxr-xr-xwqflask/wqflask/static/new/javascript/show_trait_mapping_tools.coffee2
-rwxr-xr-xwqflask/wqflask/templates/show_trait_mapping_tools.html27
-rwxr-xr-xwqflask/wqflask/views.py6
5 files changed, 57 insertions, 25 deletions
diff --git a/.gitignore b/.gitignore
index d05b5dd7..1111cbc7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,4 @@
*~
web/new_genotypes/HSNIH.json
*.cross
+*webqtlConfig.py
diff --git a/wqflask/wqflask/marker_regression/marker_regression.py b/wqflask/wqflask/marker_regression/marker_regression.py
index db92e14c..8fb1d841 100755
--- a/wqflask/wqflask/marker_regression/marker_regression.py
+++ b/wqflask/wqflask/marker_regression/marker_regression.py
@@ -82,6 +82,10 @@ class MarkerRegression(object):
else:
self.num_perm = start_vars['num_perm']
self.control = start_vars['control_marker']
+ print("StartVars:", start_vars)
+ self.method = start_vars['mapmethod_rqtl_geno']
+ self.model = start_vars['mapmodel_rqtl_geno']
+
if start_vars['pair_scan'] == "true":
self.pair_scan = True
@@ -240,7 +244,7 @@ class MarkerRegression(object):
count, p_values = self.parse_rqtl_output(plink_output_filename)
def geno_to_rqtl_function(self): # TODO: Need to figure out why some genofiles have the wrong format and don't convert properly
- print("Adding a function to the R environment")
+ print("Adding some custom helper functions to the R environment")
ro.r("""
trim <- function( x ) { gsub("(^[[:space:]]+|[[:space:]]+$)", "", x) }
@@ -250,7 +254,7 @@ class MarkerRegression(object):
}
GENOtoCSVR <- function(genotypes = 'BXD.geno', out = 'cross.csvr', phenotype = NULL, sex = NULL, verbose = FALSE){
- header = readLines(genotypes, 40)
+ header = readLines(genotypes, 40) # Assume a geno header is not longer than 40 lines
toskip = which(unlist(lapply(header, function(x){ length(grep("Chr\t", x)) })) == 1)-1 # Major hack to skip the geno headers
genocodes <- c(getGenoCode(header, 'mat'), getGenoCode(header, 'het'), getGenoCode(header, 'pat')) # Get the genotype codes
@@ -264,9 +268,9 @@ class MarkerRegression(object):
cbind(genodata[,c('Locus','Chr', 'cM')], genodata[, 5:ncol(genodata)])) # Genotypes
write.table(outCSVR, file = out, row.names=FALSE, col.names=FALSE,quote=FALSE, sep=',') # Save it to a file
require(qtl)
- cross = read.cross(file=out, 'csvr', genotypes=genocodes)
- if(type == 'riset') cross <- convert2riself(cross)
- return(cross) # Load it using R/qtl read.cross
+ cross = read.cross(file=out, 'csvr', genotypes=genocodes) # Load the created cross file using R/qtl read.cross
+ if(type == 'riset') cross <- convert2riself(cross) # If its a RIL, convert to a RIL in R/qtl
+ return(cross)
}
""")
@@ -276,11 +280,11 @@ class MarkerRegression(object):
self.geno_to_rqtl_function()
## Get pointers to some common R functions
- r_library = ro.r["library"] # Map the library function
- r_c = ro.r["c"] # Map the c function
- r_sum = ro.r["sum"] # Map the ncol function
+ r_library = ro.r["library"] # Map the library function
+ r_c = ro.r["c"] # Map the c function
+ r_sum = ro.r["sum"] # Map the sum function
- print(r_library("qtl")) # Load R/qtl
+ print(r_library("qtl")) # Load R/qtl
## Get pointers to some R/qtl functions
scanone = ro.r["scanone"] # Map the scanone function
@@ -295,7 +299,7 @@ class MarkerRegression(object):
print("Conversion of geno to cross at location:", genofilelocation, " to ", crossfilelocation)
- cross_object = GENOtoCSVR(genofilelocation, crossfilelocation) # TODO: Add the SEX if that is available
+ cross_object = GENOtoCSVR(genofilelocation, crossfilelocation) # TODO: Add the SEX if that is available
if self.manhattan_plot:
cross_object = calc_genoprob(cross_object)
@@ -307,30 +311,30 @@ class MarkerRegression(object):
# for debug: write_cross(cross_object, "csvr", "test.csvr")
# Scan for QTLs
- covar = self.create_covariates(cross_object)
+ covar = self.create_covariates(cross_object) # Create the additive covariate matrix
if self.pair_scan:
- if(r_sum(covar)[0] > 0):
+ if(r_sum(covar)[0] > 0): # If sum(covar) > 0 we have a covariate matrix
print("Using covariate"); result_data_frame = scantwo(cross_object, pheno = "the_pheno", addcovar = covar)
else:
print("No covariates"); result_data_frame = scantwo(cross_object, pheno = "the_pheno")
- print("pair scan results:", result_data_frame)
+ print("Pair scan results:", result_data_frame)
return 0
else:
if(r_sum(covar)[0] > 0):
- print("Using covariate"); result_data_frame = scanone(cross_object, pheno = "the_pheno", addcovar = covar)
+ print("Using covariate"); result_data_frame = scanone(cross_object, pheno = "the_pheno", addcovar = covar, model=self.model, method=self.method)
else:
- print("No covariates"); result_data_frame = scanone(cross_object, pheno = "the_pheno")
+ print("No covariates"); result_data_frame = scanone(cross_object, pheno = "the_pheno", model=self.model, method=self.method)
- if int(self.num_perm) > 0: # Do permutation (if requested by user)
+ if int(self.num_perm) > 0: # Do permutation (if requested by user)
if(r_sum(covar)[0] > 0):
- perm_data_frame = scanone(cross_object, pheno_col = "the_pheno", addcovar = covar, n_perm = int(self.num_perm))
+ perm_data_frame = scanone(cross_object, pheno_col = "the_pheno", addcovar = covar, n_perm = int(self.num_perm), model=self.model, method=self.method)
else:
- perm_data_frame = scanone(cross_object, pheno_col = "the_pheno", n_perm = int(self.num_perm))
+ perm_data_frame = scanone(cross_object, pheno_col = "the_pheno", n_perm = int(self.num_perm), model=self.model, method=self.method)
- self.process_rqtl_perm_results(perm_data_frame) # Functions that sets the thresholds for the webinterface
+ self.process_rqtl_perm_results(perm_data_frame) # Functions that sets the thresholds for the webinterface
return self.process_rqtl_results(result_data_frame)
@@ -342,14 +346,14 @@ class MarkerRegression(object):
def create_covariates(self, cross):
ro.globalenv["the_cross"] = cross
ro.r('genotypes <- pull.geno(the_cross)') # Get the genotype matrix
- userinputS = self.control.replace(" ", "").split(",") # TODO sanitize user input, Never Ever trust a user
+ userinputS = self.control.replace(" ", "").split(",") # TODO: sanitize user input, Never Ever trust a user
covariate_names = ', '.join('"{0}"'.format(w) for w in userinputS)
print("Marker names of selected covariates:", covariate_names)
ro.r('covnames <- c(' + covariate_names + ')')
ro.r('covInGeno <- which(covnames %in% colnames(genotypes))')
ro.r('covnames <- covnames[covInGeno]')
ro.r("cat('covnames (purged): ', covnames,'\n')")
- ro.r('covariates <- genotypes[,covnames]') # Get the covariate matrix by using the marker name as index to the genotype file
+ ro.r('covariates <- genotypes[,covnames]') # Get the covariate matrix by using the marker name as index to the genotype file
print("R/qtl matrix of covariates:", ro.r["covariates"])
return ro.r["covariates"]
diff --git a/wqflask/wqflask/static/new/javascript/show_trait_mapping_tools.coffee b/wqflask/wqflask/static/new/javascript/show_trait_mapping_tools.coffee
index fdec0ee4..a87d3537 100755
--- a/wqflask/wqflask/static/new/javascript/show_trait_mapping_tools.coffee
+++ b/wqflask/wqflask/static/new/javascript/show_trait_mapping_tools.coffee
@@ -198,4 +198,4 @@ $("#choose_closet_control").change(->
$("#display_all_lrs").change(->
toggle_enable_disable("#suggestive_lrs")
-); \ No newline at end of file
+);
diff --git a/wqflask/wqflask/templates/show_trait_mapping_tools.html b/wqflask/wqflask/templates/show_trait_mapping_tools.html
index 946dab49..7794fab5 100755
--- a/wqflask/wqflask/templates/show_trait_mapping_tools.html
+++ b/wqflask/wqflask/templates/show_trait_mapping_tools.html
@@ -146,6 +146,7 @@
{% endif %}
</div>
</div>
+
<div class="mapping_method_fields form-group">
<label style="text-align:left;" class="col-xs-12 control-label">Manhattan Plot</label>
<div class="col-xs-12 controls">
@@ -159,6 +160,30 @@
</label>
</div>
</div>
+
+ <div class="mapping_method_fields form-group">
+ <label style="text-align:left;" class="col-xs-12 control-label">Method</label>
+ <select name="mapmethod_rqtl_geno">
+ <option value="em">em</option>
+ <option value="imp">imp</option>
+ <option value="hk">hk</option>
+ <option value="ehk">ehk</option>
+ <option value="mr">mr</option>
+ <option value="mr-imp">mr-imp</option>
+ <option value="mr-argmax">mr-argmax</option>
+ </select>
+ </div>
+
+ <div class="mapping_method_fields form-group">
+ <label style="text-align:left;" class="col-xs-12 control-label">Model</label>
+ <select name="mapmodel_rqtl_geno">
+ <option value="normal">normal</option>
+ <option value="binary">binary</option>
+ <option value="2part">2part</option>
+ <option value="np">np</option>
+ </select>
+ </div>
+
<div class="mapping_method_fields form-group">
<label style="text-align:left;" class="col-xs-12 control-label">Pair Scan</label>
<div class="col-xs-12 controls">
@@ -240,4 +265,4 @@
<div id="mapping_result_holder_wrapper" style="display:none;">
<div id="mapping_result_holder"></div>
</div>
-</div> \ No newline at end of file
+</div>
diff --git a/wqflask/wqflask/views.py b/wqflask/wqflask/views.py
index e60852d5..bac553d7 100755
--- a/wqflask/wqflask/views.py
+++ b/wqflask/wqflask/views.py
@@ -286,9 +286,11 @@ def marker_regression_page():
'manhattan_plot',
'control_marker',
'control_marker_db',
- 'pair_scan'
+ 'pair_scan',
+ 'mapmethod_rqtl_geno',
+ 'mapmodel_rqtl_geno'
)
-
+ print("Random Print too see if it is running:", initial_start_vars)
start_vars = {}
for key, value in initial_start_vars.iteritems():
if key in wanted or key.startswith(('value:')):