Abstract Metabolic syndrome is a constellation of metabolic abnormalities predisposing to cardiovascular diseases (CVD), type 2 diabetes, and increased mortality. Due to the high prevalence and severe co-morbidities, metabolic syndrome constitutes a major burden for both public health and the global economy. Improved understanding of the detailed molecular mechanisms could provide novel strategies for the treatment and preferably prevention of the metabolic syndrome-related health issues. Recent advancements in ‘omics’ technologies have facilitated the development of novel tools to examine the links between genetic variation and human health. The new techniques allow determination of millions of genotypes or quantification of hundreds of metabolic measures from a single blood sample. In this thesis, genomics and metabolomics approaches are coupled to improve our understanding of the metabolic syndrome-related health issues. More precisely, my projects evaluate the metabolic effects of two lipid-lowering therapies and non-alcoholic fatty liver, as well as assess genetic determinants of chronic inflammation. The present results indicate generally consistent metabolic effects of statins and proprotein convertase subtilisin/kexin type 9 (PCSK9) genetic inhibition. The subtle discrepancies observed could potentially contribute to differences in the efficacy to lower CVD risk between statins and PCSK9 inhibitors. The dissimilar metabolic effects of the four genetic variants that increase the risk of non-alcoholic fatty liver disease (NAFLD) highlight the heterogeneity of the molecular mechanisms involved in NAFLD pathogenesis. The results further suggest that fatty liver by itself might not promote unfavourable metabolic aberrations associated with fatty liver on a population level. The newly identified loci associating with inflammatory phenotypes elucidate the genetic mechanisms contributing to the inflammatory load. In particular, the present results suggest the important role of the locus determining the ABO blood types in the regulation of the soluble adhesion molecule levels. To conclude, this thesis successfully complements the knowledge of the molecular mechanisms involved in metabolic syndrome-related traits and provides examples of how to couple omics technologies in the study of complex traits or in the evaluation of drug effects. / Tiivistelmä Metabolinen oireyhtymä on tila, jossa useiden aineenvaihdunnallisten riskitekijöiden kasautuminen suurentaa riskiä sairastua tyypin 2 diabetekseen ja sydän- ja verisuonitauteihin sekä lisää kokonaiskuolleisuutta. Vakavista liitännäissairauksista ja suuresta esiintyvyydestä johtuen metabolinen oireyhtymä kuormittaa merkittävästi sekä terveydenhuoltoa että kansantaloutta. Jotta metabolisen oireyhtymän hoitoon ja ennaltaehkäisyyn voitaisiin kehittää uusia keinoja, on tärkeää ymmärtää paremmin oireyhtymän syntyyn vaikuttavat täsmälliset molekyylimekanismit. Niin sanottujen ’omiikka-tekniikoiden’ viimeaikainen kehitys tarjoaa uusia mahdollisuuksia tutkia geenimuutosten vaikutuksia terveyteen. Uusien tekniikoiden avulla voidaan määrittää miljoonia genotyyppejä tai satoja aineenvaihdunnan merkkiaineita yhdestä verinäytteestä. Tässä väitöskirjatyössä yhdistetään genomiikan ja metabolomiikan menetelmiä metaboliseen oireyhtymään liittyvien terveysongelmien tutkimiseksi. Väitöskirjani osatöissä arvioin kahden lipidilääkkeen sekä ei-alkoholiperäisen rasvamaksan aineenvaihdunnallisia vaikutuksia sekä pyrin tunnistamaan krooniseen tulehdukseen vaikuttavia geneettisiä tekijöitä. Tulosten mukaan statiinien ja PCSK9:n (engl. proprotein convertase subtilisin/kexin type 9) geneettisen eston aineenvaihduntavaikutukset ovat hyvin samankaltaiset. Kuitenkin havaitut pienet poikkeavuudet tietyissä merkkiaineissa voivat vaikuttaa eroavaisuuksiin siinä, kuinka tehokkaasti lääkeaineet alentavat sydäntautiriskiä. Suuret erot rasvamaksan riskiä lisäävien geenimuutosten vaikutuksissa aineenvaihduntaan korostavat rasvamaksaan liittyvien molekyylimekanismien monimuotoisuutta. Tulosten perusteella vaikuttaa siltä, että rasvan kertyminen maksaan ei luultavasti itsessään aiheuta suuria muutoksia verenkierron aineenvaihduntatuotteiden pitoisuuksiin. Tulehdusmerkkiaineisiin assosioituvat uudet geenialueet täydentävät tulehduksen molekyylimekanismeihin liittyvää tietoa. Tulokset korostavat ABO-veriryhmän määräävän geenin vaikutusta liukoisten adheesiomolekyylien pitoisuuksiin. Kaiken kaikkiaan väitöskirjan osatyöt tuovat uutta tietoa metaboliseen oireyhtymään liittyvien terveysongelmien molekyylimekanismeihin. Projektit havainnollistavat, miten omiikka-tekniikoita voidaan hyödyntää monitekijäisten fenotyyppien tutkimuksessa sekä lääkeaineiden aineenvaihduntavaikutusten arvioinnissa.

Apoptosis-induced proliferation (AiP) is a compensatory mechanism to maintain tissue size and morphology following unexpected cell loss during normal development, and may also be a contributing factor to cancer growth and drug resistance. In apoptotic cells, caspase-initiated signaling cascades lead to the downstream production of mitogenic factors and the proliferation of neighboring surviving cells. In epithelial Drosophila tissues, the Caspase-9 homolog Dronc drives AiP via activation of Jun N-terminal kinase (JNK); however, the specific mechanisms of JNK activation remain unknown. Using a model of sustained AiP that produces a hyperplastic phenotype in Drosophila eye and head tissue, I have found that caspase-induced activation of JNK during AiP depends on extracellular reactive oxygen species (ROS) generated by the NADPH oxidase Duox. I found these ROS are produced early in the death-regeneration process by undifferentiated epithelial cells that have initiated the apoptotic cascade. I also found that reduction of these ROS by mis-expression of extracellular catalases was sufficient to reduce the frequency of overgrowth associated with our model of AiP. I further observed that extracellular ROS attract and activate Drosophila macrophages (hemocytes), which may in turn trigger JNK activity in epithelial cells by signaling through the TNF receptor Grindelwald. We propose that signaling back and forth between epithelial cells and hemocytes by extracellular ROS and Grindelwald drives compensatory proliferation within the epithelium, and that in cases of persistent signaling, such as in our sustained model of AiP, hemocytes play a tumor promoting role, driving overgrowth.

Chronic kidney disease (CKD) and acute kidney injury (AKI) are major public health problems. It is important to be able to identify those at high risk of adverse outcome, CKD progression and associated cardiovascular disease. The aim of the thesis was to study novel promising biomarkers, their relationship to kidney function, chronic inflammation and/or cardiovascular risk - placental growth factor (PlGF), pregnancy associated plasma protein A (PAPP-A), matrix metalloproteinase 2 (MMP-2), matrix metalloproteinase 9 (MMP-9), soluble receptor for advanced glycation end products (sRAGE), calcium binding protein S100A12 or extracellular newly identified RAGE binding protein (EN-RAGE), and high mobility group box protein-1 (HMGB-1) in patients with renal diseases including CKD, haemodialysis (HD), AKI patients, and healthy controls for comparison. First study revealed that PlGF is elevated in patients with decreased renal function. Second study demonstrated the association of MMP-2 and PAPP-A with proteinuria in patients with CKD. Moreover, serum MMP-2, MMP-9 and PAPP-A levels significantly differed in patients with various nephropathies. EN-RAGE levels are not elevated in patients with CKD, but are related to inflammatory status. PAPP-A, EN-RAGE and HMGB-1 levels are significantly elevated, but sRAGE and PlGF...

Chronic kidney disease (CKD) and acute kidney injury (AKI) are major public health problems. It is important to be able to identify those at high risk of adverse outcome, CKD progression and associated cardiovascular disease. The aim of the thesis was to study novel promising biomarkers, their relationship to kidney function, chronic inflammation and/or cardiovascular risk - placental growth factor (PlGF), pregnancy associated plasma protein A (PAPP-A), matrix metalloproteinase 2 (MMP-2), matrix metalloproteinase 9 (MMP-9), soluble receptor for advanced glycation end products (sRAGE), calcium binding protein S100A12 or extracellular newly identified RAGE binding protein (EN-RAGE), and high mobility group box protein-1 (HMGB-1) in patients with renal diseases including CKD, haemodialysis (HD), AKI patients, and healthy controls for comparison. First study revealed that PlGF is elevated in patients with decreased renal function. Second study demonstrated the association of MMP-2 and PAPP-A with proteinuria in patients with CKD. Moreover, serum MMP-2, MMP-9 and PAPP-A levels significantly differed in patients with various nephropathies. EN-RAGE levels are not elevated in patients with CKD, but are related to inflammatory status. PAPP-A, EN-RAGE and HMGB-1 levels are significantly elevated, but sRAGE and PlGF...