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Gene-expression in Endometriosis: Chromosome 1q significantly contributes to endometriosis gene-expression MehisPold, M.D. Founder EOMIX, Inc. August 9, 2010 8/9/2010 1 mehis.pold@eomix.com
Endometriosis (from endo, "inside", and metra, "womb") is a medical condition in which endometrial cells are deposited in areas outside the uterine cavity. The uterine cavity is lined by endometrial cells, which are under the influence of female hormones. Endometrial cells deposited in areas outside the uterus (endometriosis) continue to be influenced by these hormonal changes and respond similarly as do those cells found inside the uterus. Symptoms often exacerbate in time with the menstrual cycle. Endometriosis is typically seen during the reproductive years; it has been estimated that it occurs in roughly 5% to 10% of women. Symptoms depend on the site of implantation. Its main but not universal symptom is pelvic pain in various manifestations. Endometriosis is a common finding in women with infertility. Source: Wikipedia Terms: Ectoendometrium – endometrial tissue outside of it’s natural location Euendometrium – endometrium in it’s natural location, uterine cavity 8/9/2010 2 mehis.pold@eomix.com
Diagnostics of Endometriosis: INVASIVE - Confirmed by laparoscopy Exclusion of other conditions Systemic diagnostic markers poorly understood Medical need for non-invasive diagnostic test How do we find endometriosis markers? Blood Urine Saliva Skin biopsy Hair follicles 8/9/2010 3 mehis.pold@eomix.com
(1) Meta-analysis of three independent whole-genome expression sets (2) GenMAPP pathway analysis Endometriosis database of EOMIX Inc. 8/9/2010 4 mehis.pold@eomix.com
Summary Statistics of Endometriosis sets (Roth, Klinkova, Hull) Pathway analysis by GenMAPP on genes altered in at least two of out three Endometriosis datasets N = 2,522 = Venn diagram [2+3+4] R = 19,632 8/9/2010 5 mehis.pold@eomix.com
GenMAPP calculates hypergeometric distribution GenMAPP is a freeware Mathematics of hypergeometric distribution R – depends on cut-offs: e.g. p-value < 0.01 n – specific MAPP  pathway Produces best results when ,[object Object]
 n  is not too small or too largeExcellent software but beware of mathematical limitations! Results depend on Gene Ontology hierarchies and the existing pathway information Many genes have no GO annotations and positions on currently known pathways Z-values greater than 2 and smaller than -2 considered relevant ,[object Object],8/9/2010 6 mehis.pold@eomix.com
GenMAPP Overview Small amount of information does not produce reliable results Results depend on Gene Ontology hierarchies and the existing pathway information Z-values greater than 2 and smaller than -2 considered relevant 	Z < -2 and Z > 2 Examples at R/N= 0.128 (12.8%) n = 90   pathway of 90 known members, r = 30    of which 30 are altered r/n = 0.333 (33.3%) Z = 5.82 n = 9 r = 3 r/n = 0.333 (33.3%) Z = 1.83 = insignificant 8/9/2010 7 mehis.pold@eomix.com
GenMAPP pathways upregulatedin endometriosis GenMAPP pathways		Gene Ontology Samples	         KEGG converted Nicotinate and nicotinamide metabolism Biological Processes ,[object Object]
Actin filament-based process
 Anion transport
 Cell growth
 Cell-cell adhesion

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Endometriosis gene-expression, meta-analysis