Experimental Studies on Non-Metallic Composite Bone Implants With a Special Reference to Staphylococcal Biofilm Infection

Non-metallic implants made of bioresorbable or biostable synthetic polymers are attractive options in many surgical procedures, ranging from bioresorbable suture anchors of arthroscopic surgery to reconstructive skull implants made of biostable fiber-reinforced composites. Among other benefits, non-metallic implants produce less interference in imaging. Bioresorbable polymer implants may be true multifunctional, serving as osteoconductive scaffolds and as matrices for simultaneous delivery of bone enhancement agents. As a major advantage for loading conditions, mechanical properties of biostable fiber-reinforced composites can be matched with those of the bone. Unsolved problems of these biomaterials are related to the risk of staphylococcal biofilm infections and to the low osteoconductivity of contemporary bioresorbable composite implants. This thesis was focused on the research and development of a multifunctional implant model with enhanced osteoconductivity and low susceptibility to infection. In addition, the experimental models for assessment, diagnostics and prophylaxis of biomaterial-related infections were established. The first experiment (Study I) established an in vitro method for simultaneous evaluation of calcium phosphate and biofilm formation on bisphenol-Aglycidyldimethacrylate and triethylenglycoldimethacrylate (BisGMA-TEGDMA) thermosets with different content of bioactive glass 45S5. The second experiment (Study II) showed no significant difference in osteointegration of nanostructured and microsized polylactide-co-glycolide/β-tricalcium phosphate (PLGA /β-TCP) composites in a minipig model. The third experiment (Study III) demonstrated that positron emission tomography (PET) imaging with the novel 68Ga labelled 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA) CD33 related sialic-acid immunoglobulin like lectins (Siglec-9) tracer was able to detect inflammatory response to S. epidermidis and S. aureus peri-implant infections in an intraosseous polytetrafluoroethylene catheter model. In the fourth experiment (Study IV), BisGMATEGDMA thermosets coated with lactose-modified chitosan (Chitlac) and silver nanoparticles exhibited antibacterial activity against S. aureus and P. aeruginosa strains in an in vitro biofilm model and showed in vivo biocompatibility in a minipig model. In the last experiment (Study V), a selective androgen modulator (SARM) released from a poly(lactide)-co-ε-caprolactone (PLCL) polymer matrix failed to produce a dose-dependent enhancement of peri-implant osteogenesis in a bone marrow ablation model.

To Divide or Not to Divide; MicroRNAs and Small Compounds as Modulators of Mitosis

Mitosis is under the stringent quality control of the spindle assembly checkpoint (SAC). However, in cancer cells this control can fail, leading to excessive cellular proliferation and ultimately to the formation of a tumor. Novel cancer cell selective therapies are needed to stop the uncontrolled cell proliferation and tumor growth. The aim of the research presented in this thesis was to identify microRNAs (miRNAs) that could play a role in cancer cell proliferation as well as low molecular weight (LMW) compounds that could interfere with cell division. The findings could be used to develop better cancer diagnostics and therapies in the future. First, a high-throughput screen (HTS) was performed to identify LMW compounds that possess a similar chemical interaction field as rigosertib, an anti-cancer compound undergoing clinical trials. A compound termed Centmitor-1 was discovered that phenocopied the cellular impact of rigosertib by affecting the microtubule dynamics. Next, another HTS aimed at identifying compounds that would target the Hec1 protein, which mediates the interaction between spindle microtubules and chromosomes. Perturbation of this connection should prevent cell division and induce cell death. A compound termed VTT-006 was discovered that abrogated mitosis in several cell line models and exhibited binding to Hec1 in vitro. Lastly, using a cell-based HTS two miRNAs were identified that affected cancer cell proliferation via Aurora B kinase, which is an important mitotic regulator. MiR-378a-5p was found to indirectly suppress the production of the kinase whereas let-7b showed direct binding to the 3’UTR of Aurora B mRNA and repressed its translation. The miRNA-mediated perturbation of Aurora B induced defects in mitosis leading to abnormal chromosome segregation and induction of aneuploidy. The results of this thesis provide new information on miRNA signaling in cancer, which could be utilized for diagnostic purposes. Moreover, the thesis introduces two small compounds that may benefit future drug research.

Solid-state reference and ion-selective electrodes : towards portable potentiometric sensing

Potentiometric sensors are very attractive tools for chemical analysis because of their simplicity, low power consumption and low cost. They are extensively used in clinical diagnostics and in environmental monitoring. Modern applications of both fields require improvements in the conventional construction and in the performance of the potentiometric sensors, as the trends are towards portable, on-site diagnostics and autonomous sensing in remote locations. The aim of this PhD work was to improve some of the sensor properties that currently hamper the implementation of the potentiometric sensors in modern applications. The first part of the work was concentrated on the development of a solid-state reference electrode (RE) compatible with already existing solid-contact ion-selective electrodes (ISE), both of which are needed for all-solid-state potentiometric sensing systems. A poly(vinyl chloride) membrane doped with a moderately lipophilic salt, tetrabutylammonium-tetrabutylborate (TBA-TBB), was found to show a satisfactory stability of potential in sample solutions with different concentrations. Its response time was nevertheless slow, as it required several minutes to reach the equilibrium. The TBA-TBB membrane RE worked well together with solid-state ISEs in several different situations and on different substrates enabling a miniature design. Solid contacts (SC) that mediate the ion-to-electron transduction are crucial components of well-functioning potentiometric sensors. This transduction process converting the ionic conduction of an ion-selective membrane to the electronic conduction in the circuit was studied with the help of electrochemical impedance spectroscopy (EIS). The solid contacts studied were (i) the conducting polymer (CP) poly(3,4-ethylienedioxythiophene) (PEDOT) and (ii) a carbon cloth having a high surface area. The PEDOT films were doped with a large immobile anion poly(styrene sulfonate) (PSS-) or with a small mobile anion Cl-. As could be expected, the studied PEDOT solid-contact mediated the ion-toelectron transduction more efficiently than the bare glassy carbon substrate, onto which they were electropolymerized, while the impedance of the PEDOT films depended on the mobility of the doping ion and on the ions in the electrolyte. The carbon cloth was found to be an even more effective ion-to-electron transducer than the PEDOT films and it also proved to work as a combined electrical conductor and solid contact when covered with an ion-selective membrane or with a TBA-TBB-based reference membrane. The last part of the work was focused on improving the reproducibility and the potential stability of the SC-ISEs, a problem that culminates to the stability of the standard potential E°. It was proven that the E° of a SC-ISE with a conducting polymer as a solid contact could be adjusted by reducing or oxidizing the CP solid contact by applying current pulses or a potential to it, as the redox state of the CP solid-contact influences the overall potential of the ISE. The slope and thus the analytical performance of the SC-ISEs were retained despite the adjustment of the E°. The shortcircuiting of the SC-ISE with a conventional large-capacitance RE was found to be a feasible instrument-free method to control the E°. With this method, the driving force for the oxidation/reduction of the CP was the potential difference between the RE and the SC-ISE, and the position of the adjusted potential could be controlled by choosing a suitable concentration for the short-circuiting electrolyte. The piece-to-piece reproducibility of the adjusted potential was promising, and the day-today reproducibility for a specific sensor was excellent. The instrumentfree approach to control the E° is very attractive considering practical applications.

Arduino-pohjainen OBD2-lukija SAE J1850 VPW protokollatuella

Kandidaatintyössä toteutetaan OBD2 (On-Board Diagnostics 2) -lukija ajoneuvon päästöjenhallintajärjestelmän diagnostiikkatiedoille yleiskäyttöisellä mikro-ohjaimella. Lukija tukee tiedonsiirtoprotokollana SAE J1850 VPW protokollaa. Mikro-ohjaimena on Atmel Corporationin AVR ATMega328. Työn tavoitteena on havainnoida vastaantulevia käytännön ongelmia ja haasteita mikro-ohjaimen käytöllä tiedonsiirtoprotokollan toteutukseen, ja verrata toteutettua järjestelmää kaupallisiin OBD2-lukijoihin. Työn johtopäätöksenä havaitaan mikro-ohjaimen suorituskyvyn rajoitteet ja sen tuomat toiminnan epävarmuustekijät. Työssä myös todetaan, että mikro-ohjain soveltuu tiedonsiirtoprotokollan toteutukseen kun rajoitteet otetaan huomioon. Kaupallisiin lukijoihin verrattuna yleiskäyttöiseen mikro-ohjaimeen perustuva toteutettu järjestelmä on kalliimpi ja toiminnoiltaan suppeampi. Mikro-ohjaimeen perustuva järjestelmä on kuitenkin muokattavissa ja laajennettavissa tarvittaessa, jolloin toteutukseen voidaan saada kaupallisista järjestelmistä mahdollisesti puuttuvia ominaisuuksia, kuten valmistajakohtaisia protokollia ja toimintoja, joita ei ole määritelty OBD2:ssa. Yhtenä esimerkkinä tällaisesta toiminnosta voi mainita ajoneuvoissa yleistyvän sähköisen käsijarrun säätöä ohjaavat komennot jarruhuoltoa varten.

Spectrally Tuned Lanthanide Photoluminescence for Point-of-Care Testing

Point-of-care (POC) –diagnostics is a field with rapidly growing market share. As these applications become more widely used, there is an increasing pressure to improve their performance to match the one of a central laboratory tests. Lanthanide luminescence has been widely utilized in diagnostics because of the numerous advantages gained by the utilization of time-resolved or anti-Stokes detection. So far the use of lanthanide labels in POC has been scarce due to limitations set by the instrumentation required for their detection and the shortcomings, e.g. low brightness, of these labels. Along with the advances in the research of lanthanide luminescence, and in the field of semiconductors, these materials are becoming a feasible alternative for the signal generation also in the future POC assays. The aim of this thesis was to explore ways of utilizing time-resolved detection or anti-Stokes detection in POC applications. The long-lived fluorescence for the time-resolved measurement can be produced with lanthanide chelates. The ultraviolet (UV) excitation required by these chelates is cumbersome to produce with POC compatible fluorescence readers. In this thesis the use of a novel light-harvesting ligand was studied. This molecule can be used to excite Eu(III)-ions at wavelengths extending up to visible part of the spectrum. An enhancement solution based on this ligand showed a good performance in a proof-of-concept -bioaffinity assay and produced a bright signal upon 365 nm excitation thanks to the high molar absorptivity of the chelate. These features are crucial when developing miniaturized readers for the time-resolved detection of fluorescence. Upconverting phosphors (UCPs) were studied as an internal light source in glucose-sensing dry chemistry test strips and ways of utilizing their various emission wavelengths and near-infrared excitation were explored. The use of nanosized NaYF :Yb3+,Tm3+-particles enabled the replacement of an external UV-light source with a NIR-laser and gave an additional degree of freedom in the optical setup of the detector instrument. The new method enabled a blood glucose measurement with results comparable to a current standard method of measuring reflectance. Microsized visible emitting UCPs were used in a similar manner, but with a broad absorbing indicator compound filtering the excitation and emission wavelengths of the UCP. This approach resulted in a novel way of benefitting from the non-linear relationship between the excitation power and emission intensity of the UCPs, and enabled the amplification of the signal response from the indicator dye.

Blue and Uv-Emitting Upconversion Nanoparticles: Synthesis and (Bio) Analytical Applications.

Rare-earth based upconverting nanoparticles (UCNPs) have attracted much attention due to their unique luminescent properties. The ability to convert multiple photons of lower energy to ones with higher energy through an upconversion (UC) process offers a wide range of applications for UCNPs. The emission intensities and wavelengths of UCNPs are important performance characteristics, which determine the appropriate applications. However, insufficient intensities still limit the use of UCNPs; especially the efficient emission of blue and ultraviolet (UV) light via upconversion remains challenging, as these events require three or more near-infrared (NIR) photons. The aim of the study was to enhance the blue and UV upconversion emission intensities of Tm3+ doped NaYF4 nanoparticles and to demonstrate their utility in in vitro diagnostics. As the distance between the sensitizer and the activator significantly affect the energy transfer efficiency, different strategies were explored to change the local symmetry around the doped lanthanides. One important strategy is the intentional co-doping of active (participate in energy transfer) or passive (do not participate in energy transfer) impurities into the host matrix. The roles of doped passive impurities (K+ and Sc3+) in enhancing the blue and UV upconversions, as well as in influencing the intense UV upconversion emission through excess sensitization (active impurity) were studied. Additionally, the effects of both active and passive impurity doping on the morphological and optical performance of UCNPs were investigated. The applicability of UV emitting UCNPs as an internal light source for glucose sensing in a dry chemistry test strip was demonstrated. The measurements were in agreement with the traditional method based on reflectance measurements using an external UV light source. The use of UCNPs in the glucose test strip offers an alternative detection method with advantages such as control signals for minimizing errors and high penetration of the NIR excitation through the blood sample, which gives more freedom for designing the optical setup. In bioimaging, the excitation of the UCNPs in the transparent IR region of the tissue permits measurements, which are free of background fluorescence and have a high signal-to-background ratio. In addition, the narrow emission bandwidth of the UCNPs enables multiplexed detections. An array-in-well immunoassay was developed using two different UC emission colours. The differentiation between different viral infections and the classification of antibody responses were achieved based on both the position and colour of the signal. The study demonstrates the potential of spectral and spatial multiplexing in the imaging based array-in-well assays.

Biomarkkerit sepsiksen diagnostiikassa sekä Kvantitatiivisen prokalsitoniini-immunomäärityksen pystyttäminen ja optimointi point-of-care-ympäristöön

Termiä sepsis käytetään infektion aiheuttamasta yleisestä tulehdusreaktio-oireyhtymästä. Biokemiallinen merkkiaine eli biomarkkeri on aine, joka objektiivisesti mitattuna ja arvioituna toimii indikaattorina erottaen toisistaan normaalit biologiset prosessit ja patogeeniset prosessit. Lisäksi biomarkkeri saattaa osoittaa farmakologisen vasteen lääkehoidolle. Tutkielman kirjallisessa osassa on esitelty ja verrattu toisiinsa jo kliinisessä käytössä olevia sekä lupaavia, vielä tutkimusvaiheessa olevia, sepsiksen biomerkkiaineita. Lisäksi tutkielmassa on tarkasteltu sepsiksen todentamisen, tunnistamisen ja hoidon tulevaisuudennäkymiä. Prokalsitoniini (PCT) on eräs jo kliinisessä käytössä oleva sepsiksen biomerkkiaine. Tutkielman kokeellisessa osassa pystytettiin teho-osastoille suunnattu pikatesti PCT:n mittaamiseen aikaerotteista fluoresenssiteknologiaa hyödyntävälle AQT-järjestelmälle (DHR Finland Oy, Innotrac Diagnostics, Suomi). Järjestelmä mittaa 20–30 minuutissa biomerkkiainepitoisuuden. Tavoitteena oli löytää sopiva vasta-ainepari ja pystyttää kaksipuoleinen immunomääritys, jonka analyyttinen herkkyys on alle 0,02 ng/ml:ssa. Työssä tutkittiin biotinyloidun kokonaisen vasta-aineen ja paikkaspesifisesti biotinyloidun antigeenia sitovan fragmentin (engl. fragment antigen binding, Fab) toimivuutta sitojamolekyylinä. Lisäksi työssä verrattiin kahden eri leimamolekyylin, 9 hampaisen europiumkelaatin sekä Innotracissa kehitetyn tähtikelaatin, toimivuutta PCT-immunomäärityksessä. Vasta-aineiden mahdolliset ristireaktiot testattiin ja määritystä testattiin alustavasti eri näytematriiseissa. Työssä löydettiin 5 vasta-aineparia, joiden analyyttinen herkkyys oli alle 0,02 ng/ml:ssa. Aiemmin testattuja vasta-ainepareja parempi analyyttinen herkkyys johtui todennäköisesti yhden uuden leimavasta-aineen paremmasta affiniteetistä. Tähtikelaatilla leimatulla vasta-aineella analyyttinen herkkyys parani lähes viisinkertaisesti, kun sitä verrattiin 9-hampaisella euroopiumkelaatilla leimatun vasta-aineen määritykseen. Havaittiin myös, että Fab-fragmentilla mitattiin määrityksissä lähes kaksi kertaa suuremmat signaali-taustasuhteet, kun sitä verrattiin kokonaiseen vasta-aineeseen, tietyllä vasta-aineparilla. Tämä johtui luultavasti steeristen esteiden vähenemisestä. Näytematriisilla ei todettu olevan vaikutusta määritykseen, eikä ristireaktioita havaittu. Kehitetyn määrityksen suoriutumista verrattiin markkinoilla olevaan BRAHMS AG:n (Saksa) PCT-määritykseen käyttäen potilasnäytteitä. Korrelaatiokertoimet potilasnäytevertailuissa olivat 0,965–0,989 ja näytteiden mitatuissa pitoisuuksissa oli tasoero.

Epstein-Barr-viruksen antigeeniosoitustestin kehittäminen

Epstein-Barr-virus (EBV) aiheuttaa mononukleoosia eli pusutautia, joka ilmenee yleensä murrosiällä tai nuorella aikuisiällä. Mononukleoosissa on tyypilliset nielutulehduksen oireet, minkä takia sitä on vaikea erottaa muiden taudinaiheuttajien aiheuttamista nielutulehduksista. Erotusdiagnostiikan käyttö nielutulehduksessa on oleellista, koska vain Streptokokki-bakteerien aiheuttamat nielutulehdukset vaativat antibioottihoitoa. Akuutin EBV-infektion pikadiagnostiikka perustuu nykyisellään infektion seurauksena muodostuvien heterofiilisten vasta-aineiden mittaamiseen verestä. Niiden mittaamisessa on useita ongelmia, koska useilla lapsilla niitä ei muodostu lainkaan ja vanhemmillakin niitä muodostuu yleensä vasta viikon päästä mononukleoosin oireiden alkamisesta. Mittaamalla EBV:n antigeeneja saataisiin positiivinen testitulos vasta-ainetestiä nopeammin. EBV:lle ei ole kuitenkaan kehitetty antigeeniosoitustestiä todennäköisesti siksi, että EBV:n erittymisen terveiden viruksen kantajien limakalvoille uskotaan olevan ongelma antigeenitestauksessa. Diplomityön tavoitteena oli kehittää akuutin EBV-infektion pikadiagnostiikkaan soveltuva limakalvonäytteestä tehtävä immunometrinen antigeeniosoitustesti. Työssä kehitettiin uusia polyklonaalisia vasta-aineita sekä testattiin kaupallisia vasta-aineita. Vasta-aineiden toimintaa tutkittiin immunomäärityksissä kokonaista EBV:ta ja puhdistettuja proteiiniantigeeneja vastaan. Monoklonaalisten vasta-aineiden kehitys lopetettiin ennen varsinaista tuottoa, koska ensin kehitetyt polyklonaaliset vasta-aineet eivät tunnistaneet natiivia virusta vaan pelkästään immunisointeihin käytetyt rekombinanttiset kohdeproteiinit. Kaupallisista vasta-aineista yhdellä onnistuttiin kehittämään tiettävästi maailman ensimmäinen immunometrinen EBV-antigeeniosoitustesti, jossa saatiin tunnistus sekä natiivilla EBV:lla että puhdistetulla proteiiniantigeenilla. Testin herkkyys proteiiniantigeenilla oli hyvä (4 pM) ja puhdistetulla EBV-virusvalmisteellakin todennäköisesti riittävä (6,2×106 viruspartikkelia/ml) kliiniseen diagnostiikkaan. Testillä ei kuitenkaan saatu suppeasta mononukleoosipotilaiden nielunäyteaineistosta yhtään EBV-positiivista tulosta. Referenssiksi tilatut PCR-testit osoittivat näytteiden EBV-pitoisuuksien olevan liian alhaisia osoitettavaksi kehitetyllä EBV-antigeeniosoitustestillä. PCR-testauksessa mononukleoosipotilaiden nielunäytteistä osoitettujen alhaisten EBV-määrien perusteella spekuloitiin, että olisiko edustavin näytteenottopaikka akuutissa EBV-infektiossa sittenkin nielun sijaan nenänielu. Myös kirjallisuudesta löytyi tälle tukea. EBV-antigeeniosoitustestin osoitettiin toimivan hyvin standardinäyte-materiaalilla. Testikehitysprojektin jatkon kannalta oleellista on kuitenkin vielä selvittää laajemmalla kliinisellä näyteaineistolla, mistä EBV:n antigeeneja pitäisi osoittaa akuutissa EBV-infektiossa ja ovatko niiden pitoisuudet riittävän korkeita.

Recognition of nucleic acids by metal ion complexes

Metal-ion-mediated base-pairing of nucleic acids has attracted considerable attention during the past decade, since it offers means to expand the genetic code by artificial base-pairs, to create predesigned molecular architecture by metal-ion-mediated inter- or intra-strand cross-links, or to convert double stranded DNA to a nano-scale wire. Such applications largely depend on the presence of a modified nucleobase in both strands engaged in the duplex formation. Hybridization of metal-ion-binding oligonucleotide analogs with natural nucleic acid sequences has received much less attention in spite of obvious applications. While the natural oligonucleotides hybridize with high selectivity, their affinity for complementary sequences is inadequate for a number of applications. In the case of DNA, for example, more than 10 consecutive Watson-Crick base pairs are required for a stable duplex at room temperature, making targeting of sequences shorter than this challenging. For example, many types of cancer exhibit distinctive profiles of oncogenic miRNA, the diagnostics of which is, however, difficult owing to the presence of only short single stranded loop structures. Metallo-oligonucleotides, with their superior affinity towards their natural complements, would offer a way to overcome the low stability of short duplexes. In this study a number of metal-ion-binding surrogate nucleosides were prepared and their interaction with nucleoside 5´-monophosphates (NMPs) has been investigated by 1H NMR spectroscopy. To find metal ion complexes that could discriminate between natural nucleobases upon double helix formation, glycol nucleic acid (GNA) sequences carrying a PdII ion with vacant coordination sites at a predetermined position were synthesized and their affinity to complementary as well as mismatched counterparts quantified by UV-melting measurements.

Collagen binding integrins and cancer testis antigens in prostate cancer and melanoma

Camilla Pelo Collagen Binding Integrins and Cancer Testis Antigens in Prostate Cancer and Melanoma Department of Biochemistry, MediCity Research Laboratory, University of Turku, Finland Annales Universitatis Turkuensis, Painosalama Oy, Turku, Finland 2016 ABSTRACT Prostate cancer is the second most common cancer in men worldwide. The incidence of melanoma, in turn, is increasing faster than any other cancer incidences. In Finland, more than 5000 prostate cancer and 1200 new melanoma cases are diagnosed each year. One approach to further understand the cellular processes involved in prostate cancer and melanoma is to gain better knowledge about alterations in gene expression and their potential impact on the progression of the diseases. This thesis is focused on expression studies in two gene families; integrins and cancer testis antigens (CT antigens), in human prostate adenocarcinoma and advanced human melanoma. Integrins are heterodimeric transmembrane receptors which regulate many important cellular processes such as cell proliferation, migration and survival. CT antigens are frequently expressed in different types of cancers, but are only expressed in testis in healthy individuals. CT antigens are also highly immunogenic proteins. Due to the properties mentioned above, integrins and CT antigens can function as target molecules for the development of cancer diagnostics and drugs. One of the main purposes of this thesis was to study the expression of the four collagen binding integrins α1β1, α2β1, α10β1, α11β1 and the cancer testis antigen 16 (CT16) in cancer cell lines and human tissues of prostate cancer and metastatic melanoma. Additional aims included studies on the biological role of CT16 and the abundance of CT16 in sera of advanced melanoma patients. The prognostic and diagnostic significance of CT16 and the collagen binding integrins were also evaluated. Expression studies on collagen binding integrins and the CT antigen CT16 in melanoma and prostate cancer were limited and the biological role of CT16 was unknown. In this thesis, the expression levels of α2β1 and α11β1 were found to be significantly altered in prostate cancer tissues. Integrin α2β1 decreased gradually during disease progression while α11 was elevated in prostate carcinoma compared to healthy tissues. In advanced melanoma, enhanced levels of α2 were associated with a significant shorter overall survival in advanced melanoma. In this thesis, CT16 was identified as a frequently expressed melanoma CT antigen with an anti-apoptotic function. To conclude, this thesis presents α2β1 and CT16, as potential and promising biomarkers for advanced melanoma. This thesis reports also the first functional study of CT16. Keywords: Collagen binding integrins, α1β1, α2β1, α10β1, α11β1, Cancer Testis antigens, CT16, melanoma, prostate cancer, expression

Suorituskyvyn johtamisen ja mittaamisen kehittäminen suuren yrityksen tutkimus- ja tuotekehitystoiminnassa

Tässä tutkimuksessa selvitettiin, miten suorituskyvyn johtamista ja mittaamista käytännössä toteutettiin suuressa tutkimus- ja tuotekehitystoimintaa Suomessa harjoittavassa elintarvikealan yrityksessä. Tutkimuksessa kartoitettiin tärkeimpiä suorituskykyyn vaikuttavia tekijöitä suorituskyvyn johtamisen ja mittaamisen näkökulmasta. Tutkimuksen tavoitteena oli saada kooste suosituksista tutkimus- ja tuotekehitystoiminnan suorituskyvyn johtamisen ja mittaamisen kehittämiseksi. Tutkimuksen laajuus rajattiin neljään case-yritykseen. Tutkimuksessa tehtiin empiirinen puolistrukturoitu kyselytutkimus, strukturoidut haastattelut sekä tulosten arviointi. Tutkimusote oli lähinnä toiminta-analyyttinen, koska tutkimuksessa käsiteltiin organisaation toimintaa, johtamista, ongelmanratkaisua, päätöksentekoprosesseja sekä kehitys- ja muutosprosesseja. Tutkimustulosten perusteella suorituskyvyn johtamista ja mittaamista case-yrityksissä toteutettiin BSC:n yleisten näkökulmien mukaisesti. Tutkimus- ja tuotekehitystoiminnan mittauksen tavoitteet poikkesivat toisistaan niiden toiminnan luonteesta johtuen. Tutkimustoiminnassa suorituskyvyn mittauksen tavoitteet painottuivat lähinnä innovatiivisuuteen, oppimiseen ja motivointiin. Tuotekehitystoiminnassa mittauksen tavoitteet olivat enemmän diagnostisia. Tuotekehitystoiminnassa tavoitteena olivat projektien seurantaan, toiminnan tulostenarviointiin, talouteen sekä koordinaatioon ja kommunikointiin liittyvät tekijät. Tutkimustulosten perusteella puutteita havaittiin suorituskyvyn viestinnän riittävyydessä ja vaikuttavuudessa, mittaustiedon hyödynnettävyydessä, aineettoman pääoman mittauksessa, projektien arviointikriteerien viestinnässä, prosessien selkeydessä ja toimivuudessa, projektiosaamisessa, suorituskyvyn mittauksessa, vaikutusmahdollisuuksissa, johtamisessa ja esimiestyössä.

Spectral retinal image processing and analysis for ophthalmology

Diabetic retinopathy, age-related macular degeneration and glaucoma are the leading causes of blindness worldwide. Automatic methods for diagnosis exist, but their performance is limited by the quality of the data. Spectral retinal images provide a significantly better representation of the colour information than common grayscale or red-green-blue retinal imaging, having the potential to improve the performance of automatic diagnosis methods. This work studies the image processing techniques required for composing spectral retinal images with accurate reflection spectra, including wavelength channel image registration, spectral and spatial calibration, illumination correction, and the estimation of depth information from image disparities. The composition of a spectral retinal image database of patients with diabetic retinopathy is described. The database includes gold standards for a number of pathologies and retinal structures, marked by two expert ophthalmologists. The diagnostic applications of the reflectance spectra are studied using supervised classifiers for lesion detection. In addition, inversion of a model of light transport is used to estimate histological parameters from the reflectance spectra. Experimental results suggest that the methods for composing, calibrating and postprocessing spectral images presented in this work can be used to improve the quality of the spectral data. The experiments on the direct and indirect use of the data show the diagnostic potential of spectral retinal data over standard retinal images. The use of spectral data could improve automatic and semi-automated diagnostics for the screening of retinal diseases, for the quantitative detection of retinal changes for follow-up, clinically relevant end-points for clinical studies and development of new therapeutic modalities.