"MrnaAssayDataSet class ..." import codecs from .dataset import DataSet from .utils import geno_mrna_confidentiality from wqflask.database import database_connection from utility.tools import get_setting class MrnaAssayDataSet(DataSet): ''' An mRNA Assay is a quantitative assessment (assay) associated with an mRNA trait This used to be called ProbeSet, but that term only refers specifically to the Affymetrix platform and is far too specific. ''' def setup(self): # Fields in the database table self.search_fields = ['Name', 'Description', 'Probe_Target_Description', 'Symbol', 'Alias', 'GenbankId', 'UniGeneId', 'RefSeq_TranscriptId'] # Find out what display_fields is self.display_fields = ['name', 'symbol', 'description', 'probe_target_description', 'chr', 'mb', 'alias', 'geneid', 'genbankid', 'unigeneid', 'omim', 'refseq_transcriptid', 'blatseq', 'targetseq', 'chipid', 'comments', 'strand_probe', 'strand_gene', 'proteinid', 'uniprotid', 'probe_set_target_region', 'probe_set_specificity', 'probe_set_blat_score', 'probe_set_blat_mb_start', 'probe_set_blat_mb_end', 'probe_set_strand', 'probe_set_note_by_rw', 'flag'] # Fields displayed in the search results table header self.header_fields = ['Index', 'Record', 'Symbol', 'Description', 'Location', 'Mean', 'Max LRS', 'Max LRS Location', 'Additive Effect'] # Todo: Obsolete or rename this field self.type = 'ProbeSet' self.query_for_group = """ SELECT InbredSet.Name, InbredSet.Id, InbredSet.GeneticType, InbredSet.InbredSetCode FROM InbredSet, ProbeSetFreeze, ProbeFreeze WHERE ProbeFreeze.InbredSetId = InbredSet.Id AND ProbeFreeze.Id = ProbeSetFreeze.ProbeFreezeId AND ProbeSetFreeze.Name = %s""" def check_confidentiality(self): return geno_mrna_confidentiality(self) def get_trait_info(self, trait_list=None, species=''): # Note: setting trait_list to [] is probably not a great idea. if not trait_list: trait_list = [] with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor: for this_trait in trait_list: if not this_trait.haveinfo: this_trait.retrieveInfo(QTL=1) if not this_trait.symbol: this_trait.symbol = "N/A" # XZ, 12/08/2008: description # XZ, 06/05/2009: Rob asked to add probe target description description_string = str( str(this_trait.description).strip(codecs.BOM_UTF8), 'utf-8') target_string = str( str(this_trait.probe_target_description).strip(codecs.BOM_UTF8), 'utf-8') if len(description_string) > 1 and description_string != 'None': description_display = description_string else: description_display = this_trait.symbol if (len(description_display) > 1 and description_display != 'N/A' and len(target_string) > 1 and target_string != 'None'): description_display = description_display + '; ' + target_string.strip() # Save it for the jinja2 template this_trait.description_display = description_display if this_trait.chr and this_trait.mb: this_trait.location_repr = 'Chr%s: %.6f' % ( this_trait.chr, float(this_trait.mb)) # Get mean expression value cursor.execute( "SELECT ProbeSetXRef.mean FROM " "ProbeSetXRef, ProbeSet WHERE " "ProbeSetXRef.ProbeSetFreezeId = %s " "AND ProbeSet.Id = ProbeSetXRef.ProbeSetId " "AND ProbeSet.Name = %s", (str(this_trait.dataset.id), this_trait.name,) ) result = cursor.fetchone() mean = result[0] if result else 0 if mean: this_trait.mean = "%2.3f" % mean # LRS and its location this_trait.LRS_score_repr = 'N/A' this_trait.LRS_location_repr = 'N/A' # Max LRS and its Locus location if this_trait.lrs and this_trait.locus: cursor.execute( "SELECT Geno.Chr, Geno.Mb FROM " "Geno, Species WHERE " "Species.Name = %s AND " "Geno.Name = %s AND " "Geno.SpeciesId = Species.Id", (species, this_trait.locus,) ) if result := cursor.fetchone(): lrs_chr, lrs_mb = result this_trait.LRS_score_repr = '%3.1f' % this_trait.lrs this_trait.LRS_location_repr = 'Chr%s: %.6f' % ( lrs_chr, float(lrs_mb)) return trait_list def retrieve_sample_data(self, trait): with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor: cursor.execute( "SELECT Strain.Name, ProbeSetData.value, " "ProbeSetSE.error, NStrain.count, " "Strain.Name2 FROM (ProbeSetData, " "ProbeSetFreeze, Strain, ProbeSet, " "ProbeSetXRef) LEFT JOIN ProbeSetSE ON " "(ProbeSetSE.DataId = ProbeSetData.Id AND " "ProbeSetSE.StrainId = ProbeSetData.StrainId) " "LEFT JOIN NStrain ON " "(NStrain.DataId = ProbeSetData.Id AND " "NStrain.StrainId = ProbeSetData.StrainId) " "WHERE ProbeSet.Name = %s AND " "ProbeSetXRef.ProbeSetId = ProbeSet.Id " "AND ProbeSetXRef.ProbeSetFreezeId = ProbeSetFreeze.Id " "AND ProbeSetFreeze.Name = %s AND " "ProbeSetXRef.DataId = ProbeSetData.Id " "AND ProbeSetData.StrainId = Strain.Id " "ORDER BY Strain.Name", (trait, self.name,) ) return cursor.fetchall() def retrieve_genes(self, column_name): with database_connection(get_setting("SQL_URI")) as conn, conn.cursor() as cursor: cursor.execute( f"SELECT ProbeSet.Name, ProbeSet.{column_name} " "FROM ProbeSet,ProbeSetXRef WHERE " "ProbeSetXRef.ProbeSetFreezeId = %s " "AND ProbeSetXRef.ProbeSetId=ProbeSet.Id", (str(self.id),)) return dict(cursor.fetchall())