Discovery of oxidative enzymes for food engineering : Tyrosinase and sulfhydryl oxidase

Enzymes offer many advantages in industrial processes, such as high specificity, mild treatment conditions and low energy requirements. Therefore, the industry has exploited them in many sectors including food processing. Enzymes can modify food properties by acting on small molecules or on polymers such as carbohydrates or proteins. Crosslinking enzymes such as tyrosinases and sulfhydryl oxidases catalyse the formation of novel covalent bonds between specific residues in proteins and/or peptides, thus forming or modifying the protein network of food. In this study, novel secreted fungal proteins with sequence features typical of tyrosinases and sulfhydryl oxidases were iden-tified through a genome mining study. Representatives of both of these enzyme families were selected for heterologous produc-tion in the filamentous fungus Trichoderma reesei and biochemical characterisation. Firstly, a novel family of putative tyrosinases carrying a shorter sequence than the previously characterised tyrosinases was discovered. These proteins lacked the whole linker and C-terminal domain that possibly play a role in cofactor incorporation, folding or protein activity. One of these proteins, AoCO4 from Aspergillus oryzae, was produced in T. reesei with a production level of about 1.5 g/l. The enzyme AoCO4 was correctly folded and bound the copper cofactors with a type-3 copper centre. However, the enzyme had only a low level of activity with the phenolic substrates tested. Highest activity was obtained with 4-tert-butylcatechol. Since tyrosine was not a substrate for AoCO4, the enzyme was classified as catechol oxidase. Secondly, the genome analysis for secreted proteins with sequence features typical of flavin-dependent sulfhydryl oxidases pinpointed two previously uncharacterised proteins AoSOX1 and AoSOX2 from A. oryzae. These two novel sulfhydryl oxidases were produced in T. reesei with production levels of 70 and 180 mg/l, respectively, in shake flask cultivations. AoSOX1 and AoSOX2 were FAD-dependent enzymes with a dimeric tertiary structure and they both showed activity on small sulfhydryl compounds such as glutathione and dithiothreitol, and were drastically inhibited by zinc sulphate. AoSOX2 showed good stabil-ity to thermal and chemical denaturation, being superior to AoSOX1 in this respect. Thirdly, the suitability of AoSOX1 as a possible baking improver was elucidated. The effect of AoSOX1, alone and in combi-nation with the widely used improver ascorbic acid was tested on yeasted wheat dough, both fresh and frozen, and on fresh water-flour dough. In all cases, AoSOX1 had no effect on the fermentation properties of fresh yeasted dough. AoSOX1 nega-tively affected the fermentation properties of frozen doughs and accelerated the damaging effects of the frozen storage, i.e. giving a softer dough with poorer gas retention abilities than the control. In combination with ascorbic acid, AoSOX1 gave harder doughs. In accordance, rheological studies in yeast-free dough showed that the presence of only AoSOX1 resulted in weaker and more extensible dough whereas a dough with opposite properties was obtained if ascorbic acid was also used. Doughs containing ascorbic acid and increasing amounts of AoSOX1 were harder in a dose-dependent manner. Sulfhydryl oxidase AoSOX1 had an enhancing effect on the dough hardening mechanism of ascorbic acid. This was ascribed mainly to the produc-tion of hydrogen peroxide in the SOX reaction which is able to convert the ascorbic acid to the actual improver dehydroascorbic acid. In addition, AoSOX1 could possibly oxidise the free glutathione in the dough and thus prevent the loss of dough strength caused by the spontaneous reduction of the disulfide bonds constituting the dough protein network. Sulfhydryl oxidase AoSOX1 is therefore able to enhance the action of ascorbic acid in wheat dough and could potentially be applied in wheat dough baking.

Mechanisms of azole resistance and carcinogenic acetaldehyde production in chronic mucosal candidosis

Autoimmune polyendocrinopathy-candidiasis-ectodermal dystrophy (APECED, APS1) is an autoimmune disease caused by a loss-of function mutation in the autoregulator gene (AIRE). Patients with APECED suffer from chronic mucocutaneous candidosis (CMC) of the oral cavity and oesophagus often since early childhood. The patients are mainly colonized with Candida albicans and decades of exposure to antifungal agents have lead to the development of clinical and microbiological resistance in the treatment of CMC in the APECED patient population in Finland. A high incidence of oral squamous cell carcinoma is associated with oral CMC lesions in the APECED patients over the age of 25. The overall aim of this study was firstly, to investigate the effect of long-term azole exposure on the metabolism of oral C. albicans isolates from APECED patients with CMC and secondly, to analyse the specific molecular mechanisms that are responsible for these changes. The aim of the first study was to examine C. albicans strains from APECED patients and the level of cross-resistance to miconazole, the recommended topical compound for the treatment of oral candidosis. A total of 16% of the strains had decreased susceptibility to miconazole and all of these isolates had decreased susceptibility to fluconazole. Miconazole MICs also correlated with MICs to voriconazole and posaconazole. A significant positive correlation between the years of miconazole exposure and the MICs to azole antifungal agents was also found. These included azoles the patients had not been exposed to. The aim of our second study was to determine if the APECED patients are continuously colonized with the same C. albicans strains despite extensive antifungal treatment and to gain a deeper insight into the genetic changes leading to azole resistance. The strains were typed using MLST and our results confirmed that all patients were persistently colonized with the same or a genetically related strain despite antifungal treatment between isolations. No epidemic strains were found. mRNA expression was analysed by Northern blotting, protein level by western blotting, and TAC1 and ERG11 genes were sequenced. The main molecular mechanisms resulting in azole resistance were gain-of-function mutations in TAC1 leading to over expression of CDR1 and CDR2, genes linked to azole resistance. Several strains had also developed point mutations in ERG11, another gene linked to azole resistance. In the third study we used gas chromatography to test whether the level of carcinogenic acetaldehyde produced by C. albicans strains isolated from APECED patients were different from the levels produced by strains isolated from healthy controls and oral carcinoma patients. Acetaldehyde is a carcinogenic product of alcohol fermentation and metabolism in microbes associated with cancers of the upper digestive tract. In yeast, acetaldehyde is a by-product of the pyruvate bypass that converts pyruvate into acetyl-CoA during fermentation. Our results showed that strains isolated from APECED patients produced mutagenic levels of acetaldehyde in the presence of glucose (100mM, 18g/l) and the levels produced were significantly higher than those from strains isolated from controls and oral carcinoma patients. All strains in the study, however, were found to produce mutagenic levels of acetaldehyde in the presence of ethanol (11mM). The glucose and ethanol levels used in this study are equivalent to those found in food and beverages and our results highlight the role of dietary sugars and ethanol on carcinogenesis. The aims of our fourth study were to research the effect of growth conditions in the levels of acetaldehyde produced by C. albicans and to gain deeper insight into the role of different genes in the pyruvate-bypass in the production of high acetaldehyde levels. Acetaldehyde production in the presence of glucose increased by 17-fold under moderately hypoxic conditions compared to the levels produced under normoxic conditions. Under moderately hypoxic conditions acetaldehyde levels did not correlate with the expression of ADH1 and ADH2, genes catalyzing the oxidation of ethanol to acetaldehyde, or PDC11, the gene catalyzing the oxidation of pyruvate to acetaldehyde but correlated with the expression of down-stream genes ALD6 and ACS1. Our results highlight a problem where indiscriminate use of azoles may influence azole susceptibility and lead to the development of cross-resistance. Despite clinically successful treatment leading to relief of symptoms, colonization by C. albicans strains is persistent within APECED patients. Microevolution and point mutations that occur in strains may lead to the development of azole-resistant isolates and metabolic changes leading to increased production of carcinogenic acetaldehyde.

Asiakassuhteiden johtaminen ja sen merkitys Valion kuluttajapalvelun arvioinnissa ja kehittämisessä

Tutkielman kohdeilmiönä tarkasteltiin asiakassuhdejohtamista ja asiakassuhteen ulottuvuuksia palvelukontekstissa. Tavoitteena oli selvittää, mikä merkitys asiakassuhteiden johtamisella on Valion kuluttajapalvelun arvioinnissa ja kehittämisessä. Valion kuluttajapalvelua tarkasteltiin asiakassuhdejohtamisen osaprosessina. Tutkimuksen teoriaosassa tutustuttiin asiakassuhtejohtamisen taustalla vaikuttaviin näkökulmiin ja määrittelyihin. Asiakassuhteiden johtamista kuvattiin erilaisten prosessimallien avulla yrityksen toimintojen näkökulmasta. Lisäksi tarkasteltiin asiakassuhteen ulottuvuuksia, kuten palvelutarjoomaa, vuorovaikutusta, tyytyväisyyttä, luottamusta sekä uskollisuutta ja sitoutumista. Lopuksi tarkasteltiin arvoa käsitteenä ja arvon merkitystä palvelukontekstissa. Teoriaosan perusteella asiakassuhdejohtaminen on kokonaisvaltainen prosessi, jonka tavoitteena ovat tuottavat ja pitkäkestoiset asiakassuhteet. Yritykseltä vaaditaan kykyä nähdä ja havaita asiakkaiden tarpeita ja mieltymyksiä. Asiakkaan kokema arvo voi välittyä itse palvelusta, prosesseista, ihmisistä, vuorovaikutuksesta, kanavista ja niin edelleen. Myönteisten kokemusten lisääminen palvelu¬prosessin aikana kasvattaa asiakkaan tyytyväisyyttä. Empiirinen osa toteutettiin tapaustutkimuksena, jossa tutkimuskohteena oli Valion kuluttajapalvelu. Tavoitteena oli kerätä tietoa asiakkaiden kokemuksista kuluttajapalvelussa asioinnista. Tutkittavina kohteina olivat asiakasprosessi ja sen sujuvuus, palvelutarjooman sisältö, vuorovaikutus prosessin aikana, asiakkaan kokema tyytyväisyys sekä luottamus yritystä ja sen palvelua kohtaan. Tutkimusaineisto koostui kymmenestä teemahaastattelusta. Haastateltavat olivat olleet yhteydessä Valion kuluttajapalveluun Internetin välityksellä vuoden 2010 aikana. Tutkimustulokset osoittavat, että Valion kuluttajapalvelu nähtiin kanavana, joka vahvistaa ja ylläpitää asiakkaiden suhdetta Valion kanssa. Ihmiset kuluttajapalvelussa nähdään merkittävinä myötävaikuttajina asiakkaiden tyytyväisyyteen ja pysyvyyteen samalla kun ovat vuorovaikutuksessa heidän kanssaan. Kuluttajapalvelun käyttö koettiin helpoksi ja Internet kanavana tuntui joustavalta. Palvelulta odotettiin ensisijaisesti palautteen vastaanottamisen lisäksi ongelmanratkaisua ja tuotetietousneuvontaa. Asiantuntijuus, palvelun nopeus sekä asiakkaan kuunteleminen tulivat esille tärkeimpinä palvelutekijöinä. Haasteena Valion kuluttajapalvelulle nousi esiin asiakaspalvelijan kyky havaita ja ymmärtää asiakkaan kokemien uhrausten määrä sekä kyky vastata niihin oikealla palvelutarjoomalla eli hyötyjen muodostamalla kokonaisuudella. Asiakaspalvelijan toimintaa kuvasi asiallisuus, virallisuus, huomioon ottava tyyli sekä yleinen ystävällisyys. Tutkimustulosten mukaan Valion kuluttajapalvelulla on olemassa keskeiset arvoa tuottavat palvelutekijät, mutta niiden toimivuus strategisina yhdistelminä asettaa haasteita jokaiseen palvelukohtaamiseen asiakkaan kanssa. Asiakkaan arvo-odotukset eivät aina olleet niitä, joita palvelukohtaamisessa oli realisoitunut. Tulosten perusteella voidaan todeta, että mitä paremmin Valion kuluttajapalvelu huomioi myös asiakkaiden emotionaaliset tarpeet, sitä suurempi on sen tuottama arvo asiakkaalle ja sitä kautta koko yritykselle.

Sanailua, kynäilyä, intoilua ja epäilyä : Oppilaiden kirjoitustaito ja sen arvioiminen alkuopetuksessa

Objectives. In primary education the pupils form a basis for their writing skills. By assessing pupils writing skills the teacher gathers information about the development of their skills and notices possible learning disabilities. The assessment of writing skills requires both knowledge of different evaluation methods and the phonological system in Finnish language. The purpose of this study is to analyze the pupils writing skills and different assessment methods that help the teacher in writing evaluation. The pupils writing skills are viewed from spelling, composing and writing motivation s point of view. Methods. The research material consists of dictation exercises, written stories and writing motivation self-assessments of 19 pupils. Dictation exercises measured the spelling skills of pupils and they were written in the spring of the first grade and the autumn of the second grade. Dictation exercises were analyzed with two different methods: mistake analysis and word-structure analysis. Information of pupils spelling skills development was gathered by comparing their performance in autumn s dictation exercise to spring s dictation. Composing skills were measured with stories that the pupils wrote. Both the stories and the writing motivation s self-assessment were made in the autumn of the second grade. Composing skills were analyzed according to assessment criteria formed for this study. Results. The spelling skill of most of the pupils had developed from the first grade s spring to the second grade s autumn. The spelling skills of half of the pupils (N=9) had improved significantly. The composing skills of the pupils varied largely. Strongest part of the pupils composing skill was following instructions and the weakest part was the use of versatile vocabulary and clause structures. The girls outdid the boys in all segments of their composing skills. For most pupils their spelling skill reflected their composing skill: good spellers were also good story writers. The relation between writing motivation and general writing skill was not this simple: some pupils (N=5) writing motivation was much higher than what would have been expected based on their writing skills.

Sairaanhoitajat työn imussa? Palkkatyön sisällön ja kulttuuristen lähtökohtien tasapainossa

Tutkimuksen tavoitteena on selvittää, mikä saa pitkän työuran tehneet sairaanhoitajat innostumaan työstään. Taustalla on yhteiskunnallinen tilanne, jossa työelämän vetovoimaisuuden lisääminen ja ikääntyvien työntekijöiden työssä jaksaminen ovat keskeisiä poliittisia tavoitteita. Aihetta lähestytään positiivisesta psykologiasta lähtöisin olevan työn imun käsitteen avulla. Se on määritelty pysyväksi, ”myönteiseksi, tunne- ja motivaatiotäyttymyksen tilaksi, jota luonnehtivat tarmokkuus, omistautuminen ja uppoutuminen työhön” (Hakanen 2009a, 9). Tutkimuksessa kysytään, voidaanko työn imua ymmärtää myös sosiologisesta näkökulmasta. Oletuksena on, että käsitteen taustalla on muutakin kuin psykologisesta perinteestä käsin jäsentyvää vaihtelua. Empiirisen aineiston muodostavan 11 sairaanhoitajan koko työuraa ja nykyistä työtä koskevat tiettyihin teemoihin ankkuroidut syvähaastattelut. Otosta poimittaessa on etsitty sellaisia haastateltavia, jotka kokevat kantavansa työn imua. Aineiston analyysitapana on käytetty matriisin avulla sovellettua kvalitatiivista sisällönanalyysiä. Työn imua hahmotetaan analyysissä henkilöhistoriallisten haastatteluiden – menneen, nykyisen ja tulevan – kautta. Pyrkimyksenä on etsiä tarinoita mahdollisesti yhdistävää kulttuurista muotoa ja ymmärtää, mihin se perustuu. Analyysin nojalla vastuurationaalisuuden käsite (esim. Korvajärvi 1986) näyttäisi jäsentävän osan haastateltavien suhteesta työhönsä. Avain työn imun löytymiseen näissä tarinoissa on kuitenkin se, kuinka haastateltavilla on ollut henkilökohtainen halu mennä eteenpäin ja kykyä ratkaista ongelmia työuransa aikana ja nykyisessä työssään. Tämä havainto tulkitaan Max Weberin (1922; 1980) käsitteiden – arvorationaalisen ja päämäärärationaalisen toiminnan väliseen suhteen – avulla. Tulokseksi syntyy oletus siitä, että analyysin kohteena olevissa tarinoissa on kyse yhteisestä kulttuurisesta tarinasta siitä, millainen on hyvä ihminen, miten hyvä ihminen toteuttaa itseään työssä ja miten hän tekee työtään: tarmokkaasti, omistautuen ja uppoutuen. Henkilökohtainen halu mennä eteenpäin ja kyky ratkaista ongelmia nojaa sairaanhoitajien erityiseen eetokseen, kutsumustyöhön ja hoivan moraaliin tavalla, joka on rakenteellisesti yhtäläinen protestanttisuutta leimaavan yksilöllisen jumalasuhteen kanssa. Lisäksi analyysin perusteella esitetään, että työn imun edellytys on arvorationaalisen eetoksen lisäksi oikeanlainen, riittävät työn voimavarat sisältävä ympäristö, jossa hoitotyön keskeiset palkinnot on mahdollista saavuttaa. Tällöin palkkatyön sisältö kohtaa kulttuuriset lähtökohdat, ja tulos näkyy työn imuna. Keskeisimmät taustoittavat lähteet ovat Henriksson, Lea & Wrede, Sirpa (toim.) (2004a). Hyvinvointityön ammatit ja Hakanen, Jari (2009a). Työn imun arviointimenetelmä (Utrecht Work Engagement Scale). Sosiologisen tulkinnan kannalta tärkein teoreettinen lähde on Weber, Max (1980): Protestanttinen etiikka ja kapitalismin henki.

Nikotiinireseptoreiden kautta vaikuttavat lääkeaineet nikotiiniriippuvuuden ja neurologisten sairauksien hoidossa

Neuronaaliset nikotiinireseptorit liittyvät tupakkariippuvuuden lisäksi moniin neurologisiin sairauksiin, kuten Alzheimerin tautiin, skitsofreniaan, masennukseen ja tarkkaavaisuus- ja ylivilkkaushäiriöön. Nikotiinireseptorien stimulaation on tutkimuksissa havaittu parantavan kognitiota. Useat lääkeyritykset tutkivat nikotiinireseptoriagonisteja ja -antagonisteja eri neurologisten sairauksien hoidossa. Ongelmana nikotiinireseptori-agonisteja käytettäessä on reseptorissa tapahtuva desensitisaatio. Tällöin reseptori sulkeutuu, eikä aktivoidu vaikka agonistia olisi tarjolla tai sitoutuneena reseptoriin. Varsinkin alfa7-reseptori desensitoituu hyvin nopeasti agonistialtistuksen seurauksena. Reseptorien desensitoituminen voi kliinisessä käytössä aiheuttaa lääkeaineen tehon menetyksen. Perinteisen agonistin sitoutumiskohdan lisäksi nikotiinireseptorissa sijaitsee myös muita sitoutumiskohtia, joita kutsutaan allosteerisiksi sitoutumispaikoiksi. Tutkimuksissa on havaittu, että eräät allosteerisesti sitoutuvat aineet, kuten PNU-120596, voivat vahvistaa agonistin aikaansaamaa vastetta ja/tai estää reseptorin desensitoitumista. Näitä aineita kutsutaan positiivisiksi allosteerisiksi modulaattoreiksi ja niiden ajatellaan olevan vaihtoehto desensitoitumisen aiheuttamaan tehon menetyksen ongelmaan. Nikotiinireseptorien positiivisten allosteeristen modulaattorien tarkkaa vaikutusta ja sitoutumiskohtaa reseptoriin ei vielä tarkkaan tiedetä. Tutkimuksen aiheena oli karakterisoida positiivisten allosteeristen modulaattoreiden vaikutuksia alfa7-nikotiinireseptoriin. Tutkimuksessa tarkoituksena oli käyttää hyväksi laboratoriossa aiemmin tehtyä havaintoa, jonka mukaan alfa7-nikotiinireseptorin transmembraaniosan aminohappoon tehdyn mutaation L247T seurauksena positiiviset allosteeriset modulaattorit muuttuvat agonisteiksi. Haluttiin selvittää, kuinka agonistin sitoutumiskohtaan kohdennettua mutageneesiä käyttäen tehty mutaatio W149M tai W149F vaikuttavat PNU-120596:n kykyyn toimia agonistina alfa7L247T reseptoriin. Asetyylikoliini toimi konventionaalisen agonistin mallina tutkimuksessa. Tutkimuksen toinen tavoite oli tehdä mutaatio M253Lalfa7-reseptorin transmembraaniosaan. Mutaation on todettu estävän allosteeristen potentiaattoreiden kykyä voimistaa agonistin aikaansaamaa vastetta. Tarkoitus oli tutkia millaisia vaikutuksia M253L-mutaatiolla on allosteerisen potentiaattorin kykyyn toimia agonistina L247T-mutaation sisältävään reseptoriin. Mutatoidun reseptorin mRNA mikroinjektoitiin oosyyttiin ja elektrofysiologian avulla tutkittiin ilmennettyjen reseptorien toimintaa käyttäen kahden elektrodin jännitelukitus -menetelmää. Kaikki suunnitellut mutaatiot saatiin tehtyä onnistuneesti alfa7- ja alfa7L247T-reseptoreihin. Ortosteerisen sitoutumiskohdan mutaatio villin tyypin Į7-reseptorissa vaikutti hyvin voimakkaasti joko asetyylikoliinin sitoutumiseen reseptoriin tai reseptorin toimintaan, sillä asetyylikoliinilla ei reseptorista saatu mitattua vasteita. Myöskään PNU-120596 yksinään ei saanut aikaan vasteita alfa7W149M-reseptorissa. Kaksoismutatoidussa alfa7W149M/L247T-reseptorissa puolestaan havaittiin, että asetyylikoliinin annos-vaste -kuvaaja siirtyi huomattavasti enemmän oikealle kuin PNU-120596:n, kun verrattiin annos-vaste –kuvaajia alfa7L247T ja alfa7W149M/L247T–reseptoreiden välillä. Transmembraaniosan mutaatio M253L ei vaikuttanut PNU-120596:n kykyyn toimia agonistina alfa7L247T-reseptoriin, eikä sillä ollut vaikutusta asetyylikoliinin annosvaste-kuvaajiin. Tutkimus tukee aiempia havaintoja siitä, että positiivisten allosteeristen modulaattoreiden sitoutumiskohta nikotiinireseptorissa sijaitsisi transmembraaniosassa. M253L-mutaation osalta tulokset ovat hieman ristiriidassa aiempien tulosten kanssa. L247T-mutaatio vaikuttaa hyvin voimakkaasti nikotiinireseptorin toimintaan sekä sijaitsee aminohapon M253 läheisyydessä. On mahdollista, että se peittää M253L-mutaation vaikutuksen. Toisaalta voi olla, että M253 on aminohappo, joka vaikuttaa vain reseptorivasteiden voimistumiseen eikä allosteeristen potentiaattoreiden sitoutumiseen.

Kantasolusiirrännäiset hevosen kroonisen nivelrikon hoidossa

Nivelrikko aiheuttaa suuria taloudellisia tappioita ja vaikuttaa sosiaaliseen kanssakäymiseen ja hyvinvointiin. Hevosilla se on yleisin ontuman aiheuttaja, ja ontumat ovat yleisin syy hevosten poistamiseen harjoitus- ja kilpailukäytöstä. Nivelruston uusiutuminen on hyvin rajallista, ja sen vauriot johtavatkin usein nivelrikkoon. Nivelrikon etiologia ei ole vielä täysin selvillä, mutta sen kehittymiseen vaikuttavat ainakin nivelten kehityshäiriöt, niveliin kohdistuvat vammat, nivelruston alla olevan luun muutokset sekä nivelten löysyys. Nivelrikon kehittyessä ruston ulkonäkö ja koostumus muuttuvat. Rustovaurion seurauksena nivelnesteeseen vapautuu ruston hajoamistuotteita, jotka todennäköisesti saavat aikaan sytokiinien erittymisen. Sytokiineistä IL-1 (interleukiini-1) ja TNF-α (tumor necrosis factor-α) saavat aikaan NO (typpimonoksidi) –tuotannon rustosoluissa. NO vähentää rustosolujen kykyä syntetisoida soluväliaineen proteoglykaaneita. NO aiheuttaa PGE2 (prostaglandiini-E2) erityksen, mikä vähentää rustosolujen jakautumista. Alueilla, joilla on korkeat NO-pitoisuudet, on rustossa runsaasti apoptoottisia soluja. IL-1 aktivoi myös metalloproteinaaseja, jotka kiihdyttävät ruston proteoglykaanien katoa. Vaurioitunut rustokudos korvautuu pääosin tiiviillä sidekudoksella. Tämän vuoksi ruston alla olevan luun kuormitus muuttuu ja nivelruston reunoille muodostuu uudisluuta. Nivelrikon hoidon tavoitteena on hillitä tulehdusreaktiota nivelessä ja nivelkapselissa, jolloin myös nivelruston kato vähenee. Konservatiivisesti tähän tavoitteeseen pyritään akuutissa vaiheessa levon, sekä sitä seuraavan fysioterapian ja kontrolloidun liikunnan, tulehduskipulääkityksen, sekä tulehdusta hillitsevien ja nivelrustoa tukevien lääkkeiden ja ravintolisien avulla. Hevosilta kantasoluja voidaan eristää luuytimestä, rasvakudoksesta, aikuisen verestä, napanuoranverestä syntymän yhteydessä, sekä alkioista. Kantasolut saadaan in vitro kasvatusolosuhteita muokkaamalla erilaistumaan rustoksi. Kantasoluja on kokeiltu ihmisillä ja eläimillä (hiiri, kani, koira, sika, lammas) nivelrikon hoitoon. Tulokset ovat olleet ristiriitaisia. Yksittäisen potilasselostuksen mukaan ihmisen polven nivelrikko-oireet helpottivat kantasolusiirrännäisen jälkeen. Toisessa ihmistutkimuksessa potilaiden oireet eivät lievittyneet. Hiirillä ihmisestä peräisin olevien kantasolujen todettiin hillitsevän reumaattisen nivelrikon aiheuttamaa tulehdusreaktiota. Koiratutkimuksessa potilaiden oireilu helpotti. Näissä tutkimuksissa ei selvitetty kantasolujen vaikutusta ruston rakenteeseen. Kaneilla uudiskudoksen todettiin alkavan muistuttaa ajan kuluessa ruston sijaan enemmän sidekudosta. Sioilla ja lampailla kantasolusiirrännäisten seurauksena muodostunut uudiskudos muistutti koostumukseltaan nivelrustoa. Kahdessa julkaistussa hevostutkimuksessa kantasolujen ei todettu parantavan uudiskudoksen rakennetta, eikä uudiskudos ollut rustoa. Kantasolut nopeuttivat alkuvaiheen paranemista. Helsingin Yliopistollisessa eläinsairaalassa on kantasoluilla hoidettu yksi nivelrikkoa sairastanut hevospotilas. Kantasolusiirrosta ei ollut apua tämän potilaan kohdalla, vaan toivottoman ennusteen vuoksi omistajat päätyivät eläinlääkäreiden suosituksesta eutanasiaan. Potilaasta ei saatu rustonäytteitä tutkittavaksi.

Patterns in permuted binary matrices

Reorganizing a dataset so that its hidden structure can be observed is useful in any data analysis task. For example, detecting a regularity in a dataset helps us to interpret the data, compress the data, and explain the processes behind the data. We study datasets that come in the form of binary matrices (tables with 0s and 1s). Our goal is to develop automatic methods that bring out certain patterns by permuting the rows and columns. We concentrate on the following patterns in binary matrices: consecutive-ones (C1P), simultaneous consecutive-ones (SC1P), nestedness, k-nestedness, and bandedness. These patterns reflect specific types of interplay and variation between the rows and columns, such as continuity and hierarchies. Furthermore, their combinatorial properties are interlinked, which helps us to develop the theory of binary matrices and efficient algorithms. Indeed, we can detect all these patterns in a binary matrix efficiently, that is, in polynomial time in the size of the matrix. Since real-world datasets often contain noise and errors, we rarely witness perfect patterns. Therefore we also need to assess how far an input matrix is from a pattern: we count the number of flips (from 0s to 1s or vice versa) needed to bring out the perfect pattern in the matrix. Unfortunately, for most patterns it is an NP-complete problem to find the minimum distance to a matrix that has the perfect pattern, which means that the existence of a polynomial-time algorithm is unlikely. To find patterns in datasets with noise, we need methods that are noise-tolerant and work in practical time with large datasets. The theory of binary matrices gives rise to robust heuristics that have good performance with synthetic data and discover easily interpretable structures in real-world datasets: dialectical variation in the spoken Finnish language, division of European locations by the hierarchies found in mammal occurrences, and co-occuring groups in network data. In addition to determining the distance from a dataset to a pattern, we need to determine whether the pattern is significant or a mere occurrence of a random chance. To this end, we use significance testing: we deem a dataset significant if it appears exceptional when compared to datasets generated from a certain null hypothesis. After detecting a significant pattern in a dataset, it is up to domain experts to interpret the results in the terms of the application.

Makrodomeeni-inhibiittorit antiviraalisina yhdisteinä

Alfavirukset ovat positiivissäkeisiä RNA-viruksia, jotka kuuluvat Togaviridea –heimoon. Alfaviruksia levittävät Aedes –suvun hyttyset ja niitä esiintyy Etelämanteretta lukuunottamatta kaikilla mantereilla. Alfaviruksia on tähän mennessä löydetty 29 lajia ja ne voidaan jakaa uuden ja vanhan maailman viruksiin niiden maantieteellisen esiintyvyyden ja taudinaiheuttamiskyvyn mukaan. Chikunkunyavirus (CHIKV) on yksi vanhan maailman alfaviruksista, jota esiintyy muun muassa Afrikassa ja Aasiassa. Ilmaston lämmettyä se on leviämässä myös eteläiseen Eurooppaan. Ihmisessä se aiheuttaa muun muassa kuumetta, päänsärkyä, ihottumaa ja niveltulehdusta, joka voi kestää useita vuosia ja ne voivat olla hyvinkin kivuliaita. Pienillä lapsilla chikungunya on todettu aiheuttavan myös neurologisia oireita kuten aivotulehdusta. Alfaviruksen genomi koodaa neljää rakenneproteiinia ja neljää replikaatioproteiinia. Replikaatioproteiineista nsP3 sisältää makrodomeeniosan. Makrodomeeniproteiinit ovat eliökunnassa konservoituneita, mutta makrodomeeniproteiinien tarkkaa merkitystä ei vielä tunneta. Makrodomeenien on osoitettu sitovan ADP-riboosia ja sen johdannaisia ja alfaviruksen nsP3-proteiinin on osoitettu olevan tärkeä osa viruksen replikaatiossa. Tutkimuksen tavoitteena oli tutkia makrodomeeniproteiiniin sitoutuvien yhdisteiden käyttöä antiviraalisena yhdisteinä. Tietokonemallinnuksella valittiin antiviraalitutkimuksiin 45 yhdistettä, joiden oletettiin sitoutuvan makrodomeeniproteiiniin. Kilpailevassa sitoutumiskokeessa viisi yhdistettä esti yli 50 % poly-ADP-riboosia (PAR) sitoutumasta MDO1-makrodomeeniproteiiniin, jolla tietokonemallinnus oli tehty. SFV-makrodomeeniproteiinilla tehdyssä kokeessa vain yksi yhdiste esti yli 50 % poly-ADP-riboosin sitoutumisen. SFV-antiviraalikokeessa seitsemällä yhdisteellä inhibitioprosentti oli yli 50 %. Näillä yhdisteillä ei kuitenkaan ollut merkittävää vaikutusta poly-ADP-riboosin sitoutumisen estossa. CHIKV-replikonikokeessa yli 50 % inhibitioprosentti oli viidellä yhdisteellä. Muiden mahdollisia vaikutusmekanismeja tutkittiin selvittämällä estävätkö yhdisteet virusta pääsemästä solun sisään. Tässä kokeessa tutkituista yhdisteistä lähes kaikilla oli vaikutusta viruksen soluun pääsyn estossa. Yleisesti ottaen kyky estää PAR:n sitoutuminen makrodomeeniproteiineihin ja antiviraaliset vaikutukset eivät korreloineet keskenään tutkittavilla yhdisteillä. Vaikka antiviraalista vaikutusta omaavat yhdisteet eivät osoittaneetkaan makrodomeeni-inhibiitiota, työssä löydettiin potentiaalisia antiviraalisia yhdisteitä joiden käyttö viruksen soluun pääsyn estäjinä antaa aihetta jatkotutkimuksille.

Contamination routes and control of Listeria monocytogenes in Food Production

Listeria monocytogenes is the causative agent of the severe foodborne infection listeriosis. The number of listeriosis cases in recent years has increased in many European countries, including Finland. Contamination of the pathogen needs to be minimized and growth to high numbers in foods prevented in order to reduce the incidence of human cases. The aim of this study was to evaluate contamination routes of L. monocytogenes in the food chain and to investigate methods for control of the pathogen in food processing. L. monocytogenes was commonly found in wild birds, the pig production chain and in pork production plants. It was found most frequently in birds feeding at landfill site, organic farms, tonsil samples, and sites associated with brining. L. monococytogenes in birds, farms, food processing plant or foods did not form distinct genetic groups, but populations overlapped. The majority of genotypes recovered from birds were also detected in foods, food processing environments and other animal species and birds may disseminate L. monocytogenes into food chain. Similar genotypes were found in different pigs on the same farm, as well as in pigs on farms and later in the slaughterhouse. L. monocytogenes contamination spreads at farm level and may be a contamination source into slaughterhouses and further into meat. Incoming raw pork in the processing plant was frequently contaminated with L. monocytogenes and genotypes in raw meat were also found in processing environment and in RTE products. Thus, raw material seems to be a considerable source of contamination into processing facilities. In the pork processing plant, the prevalence of L. monocytogenes increased in the brining area, showing that the brining was an important contamination site. Recovery of the inoculated L. monocytogenes strains showed that there were strain-specific differences in the ability to survive in lettuce and dry sausage. The ability of some L. monocytogenes strains to survive well in food production raises a challenge for industry, because these strains can be especially difficult to remove from the products and raises a need to use an appropriate hurdle concept to control most resistant strains. Control of L. monocytogenes can be implemented throughout the food chain. Farm-specific factors affected the prevalence of L. monocytogenes and good farm-level practices can therefore be utilized to reduce the prevalence of this pathogen on the farm and possibly further in the food chain. Well separated areas in a pork production plant had low prevalences of L. monocytogenes, thus showing that compartmentalization controls the pathogen in the processing line. The food processing plant, especially the brining area, should be subjected to disassembling, extensive cleaning and disinfection to eliminate persistent contamination by L. monocytogenes, and replacing brining with dry-salting should be considered. All of the evaluated washing solutions decreased the populations of L. monocytogenes on precut lettuce, but did not eliminate the pathogen. Thus, the safety of fresh-cut produce cannot rely on washing with disinfectants, and high-quality raw material and good manufacturing practices remain important. L. monocytogenes was detected in higher levels in sausages without the protective culture than in sausages with this protective strain, although numbers of L. monocytogenes by the end of the ripening decreased to the level of < 100 MPN/g in all sausages. Protective starter cultures provide an appealing hurdle in dry sausage processing and assist in the control of L. monocytogenes.

Patents, Ethics and Stem Cell Research : The Case of hESC Innovation in Australia, Europe and the United States

Embryonic stem cells offer potentially a ground-breaking insight into health and diseases and are said to offer hope in discovering cures for many ailments unimaginable few years ago. Human embryonic stem cells are undifferentiated, immature cells that possess an amazing ability to develop into almost any body cell such as heart muscle, bone, nerve and blood cells and possibly even organs in due course. This remarkable feature, enabling embryonic stem cells to proliferate indefinitely in vitro (in a test tube), has branded them as a so-called miracle cure . Their potential use in clinical applications provides hope to many sufferers of debilitating and fatal medical conditions. However, the emergence of stem cell research has resulted in intense debates about its promises and dangers. On the one hand, advocates hail its potential, ranging from alleviating and even curing fatal and debilitating diseases such as Parkinson s, diabetes, heart ailments and so forth. On the other hand, opponents decry its dangers, drawing attention to the inherent risks of human embryo destruction, cloning for research purposes and reproductive cloning eventually. Lately, however, the policy battles surrounding human embryonic stem cell innovation have shifted from being a controversial research to scuffles within intellectual property rights. In fact, the ability to obtain patents represents a pivotal factor in the economic success or failure of this new biotechnology. Although, stem cell patents tend to more or less satisfy the standard patentability requirements, they also raise serious ethical and moral questions about the meaning of the exclusions on ethical or moral grounds as found in European and to an extent American and Australian patent laws. At present there is a sort of a calamity over human embryonic stem cell patents in Europe and to an extent in Australia and the United States. This in turn has created a sense of urgency to engage all relevant parties in the discourse on how best to approach patenting of this new form of scientific innovation. In essence, this should become a highly favoured patenting priority. To the contrary, stem cell innovation and its reliance on patent protection risk turmoil, uncertainty, confusion and even a halt on not only stem cell research but also further emerging biotechnology research and development. The patent system is premised upon the fundamental principle of balance which ought to ensure that the temporary monopoly awarded to the inventor equals that of the social benefit provided by the disclosure of the invention. Ensuring and maintaining this balance within the patent system when patenting human embryonic stem cells is of crucial contemporary relevance. Yet, the patenting of human embryonic stem cells raises some fundamental moral, social and legal questions. Overall, the present approach of patenting human embryonic stem cell related inventions is unsatisfactory and ineffective. This draws attention to a specific question which provides for a conceptual framework for this work. That question is the following: how can the investigated patent offices successfully deal with patentability of human embryonic stem cells? This in turn points at the thorny issue of application of the morality clause in this field. In particular, the interpretation of the exclusions on ethical or moral grounds as found in Australian, American and European legislative and judicial precedents. The Thesis seeks to compare laws and legal practices surrounding patentability of human embryonic stem cells in Australia and the United States with that of Europe. By using Europe as the primary case study for lessons and guidance, the central goal of the Thesis then becomes the determination of the type of solutions available to Europe with prospects to apply such to Australia and the United States. The Dissertation purports to define the ethical implications that arise with patenting human embryonic stem cells and intends to offer resolutions to the key ethical dilemmas surrounding patentability of human embryonic stem cells and other morally controversial biotechnology inventions. In particular, the Thesis goal is to propose a functional framework that may be used as a benchmark for an informed discussion on the solution to resolving ethical and legal tensions that come with patentability of human embryonic stem cells in Australian, American and European patent worlds. Key research questions that arise from these objectives and which continuously thread throughout the monograph are: 1. How do common law countries such as Australia and the United States approach and deal with patentability of human embryonic stem cells in their jurisdictions? These practices are then compared to the situation in Europe as represented by the United Kingdom (first two chapters), the Court of Justice of the European Union and the European Patent Office decisions (Chapter 3 onwards) in order to obtain a full picture of the present patenting procedures on the European soil. 2. How are ethical and moral considerations taken into account at patent offices investigated when assessing patentability of human embryonic stem cell related inventions? In order to assess this part, the Thesis evaluates how ethical issues that arise with patent applications are dealt with by: a) Legislative history of the modern patent system from its inception in 15th Century England to present day patent laws. b) Australian, American and European patent offices presently and in the past, including other relevant legal precedents on the subject matter. c) Normative ethical theories. d) The notion of human dignity used as the lowest common denominator for the interpretation of the European morality clause. 3. Given the existence of the morality clause in form of Article 6(1) of the Directive 98/44/EC of the European Parliament and of the Council of 6 July 1998 on the legal protection of biotechnological inventions which corresponds to Article 53(a) European Patent Convention, a special emphasis is put on Europe as a guiding principle for Australia and the United States. Any room for improvement of the European morality clause and Europe s current manner of evaluating ethical tensions surrounding human embryonic stem cell inventions is examined. 4. A summary of options (as represented by Australia, the United States and Europe) available as a basis for the optimal examination procedure of human embryonic stem cell inventions is depicted, whereas the best of such alternatives is deduced in order to create a benchmark framework. This framework is then utilised on and promoted as a tool to assist Europe (as represented by the European Patent Office) in examining human embryonic stem cell patent applications. This method suggests a possibility of implementing an institution solution. 5. Ultimately, a question of whether such reformed European patent system can be used as a founding stone for a potential patent reform in Australia and the United States when examining human embryonic stem cells or other morally controversial inventions is surveyed. The author wishes to emphasise that the guiding thought while carrying out this work is to convey the significance of identifying, analysing and clarifying the ethical tensions surrounding patenting human embryonic stem cells and ultimately present a solution that adequately assesses patentability of human embryonic stem cell inventions and related biotechnologies. In answering the key questions above, the Thesis strives to contribute to the broader stem cell debate about how and to which extent ethical and social positions should be integrated into the patenting procedure in pluralistic and morally divided democracies of Europe and subsequently Australia and the United States.

Factors affecting perceptions of corporate social responsibility implementation: an emphasis on values

This dissertation is a broad study of factors affecting perceptions of CSR issues in multiple stakeholder realms, the main purpose being to determine the effects of the values of individuals on their perceptions regarding CSR. It examines perceptions of CSR both at the emic (observing individuals and stakeholders) and etic levels (conducting cross-cultural comparison) through a descriptive-empirical research strategy. The dissertation is based on quantitative interview data among Chinese, Finnish and US stakeholder groups of industry companies (with an emphasis on the forest industries) and consists of four published articles and two submitted manuscripts. Theoretically, this dissertation provides a valuable and unique philosophical and intellectual perspective on the contemporary study of CSR `The Harmony Approach to CSR'. Empirically, this dissertation does values assessment and CSR evaluation of a wide variety of business activities covering CSR reporting, business ethics, and three dimensions of CSR performance. From the multi-stakeholder perspective, this dissertation use survey methods to examine the perceptions and stakeholder salience in the context of CSR by describing, comparing the differences between demographic factors as well as hypothetical drivers behind perceptions. The results of study suggest that the CSR objective of a corporation's top management should be to manage the divergent and conflicting interests of multiple stakeholders, taking others than key stakeholders into account as well. The importance of values as a driver of ethical behaviour and decision-making has been generally recognized. This dissertation provides more empirical proof of this theory by highlighting the effects of values on CSR perceptions. It suggests that since the way to encourage responsible behaviour and develop CSR is to develop individual values and cultivate their virtues, it is time to invoke the critical role of moral (ethics) education. The specific studies of China and comparison between Finland and the US contribute to a common understanding of the emerging CSR issues, problems and opportunities for the future of sustainability. The similarities among these countries can enhance international cooperation, while the differences will open up opportunities and diversified solutions for CSR in local conditions.

Lyophilized disaccharides – the effect of water during storage

Nearly one fourth of new medicinal molecules are biopharmaceutical (protein, antibody or nucleic acid derivative) based. However, the administration of these compounds is not always that straightforward due to the fragile nature of aforementioned domains in GI-tract. In addition, these molecules often exhibit poor bioavailability when administered orally. As a result, parenteral administration is commonly preferred. In addition, shelf-life of these molecules in aqueous environments is poor, unless stored in low temperatures. Another approach is to bring these molecules to anhydrous form via lyophilization resulting in enhanced stability during storage. Proteins cannot most commonly be freeze dried by themselves so some kind of excipients are nearly always necessary. Disaccharides are commonly utilized excipients in freeze-dried formulations since they provide a rigid glassy matrix to maintain the native conformation of the protein domain. They also act as "sink"-agents, which basically mean that they can absorb some moisture from the environment and still help to protect the API itself to retain its activity and therefore offer a way to robust formulation. The aim of the present study was to investigate how four amorphous disaccharides (cellobiose, melibiose, sucrose and trehalose) behave when they are brought to different relative humidity levels. At first, solutions of each disaccharide were prepared, filled into scintillation vials and freeze dried. Initial information on how the moisture induced transformations take place, the lyophilized amorphous disaccharide cakes were placed in vacuum desiccators containing different relative humidity levels for defined period, after which selected analyzing methods were utilized to further examine the occurred transformations. Affinity to crystallization, water sorption of the disaccharides, the effect of moisture on glass transition and crystallization temperature were studied. In addition FT-IR microscopy was utilized to map the moisture distribution on a piece of lyophilized cake. Observations made during the experiments backed up the data mentioned in a previous study: melibiose and trehalose were shown to be superior over sucrose and cellobiose what comes to the ability to withstand elevated humidity and temperature, and to avoid crystallization with pharmaceutically relevant moisture contents. The difference was made evident with every utilized analyzing method. In addition, melibiose showed interesting anomalies during DVS runs, which were absent with other amorphous disaccharides. Particularly fascinating was the observation made with polarized light microscope, which revealed a possible small-scale crystallization that cannot be observed with XRPD. As a result, a suggestion can safely be made that a robust formulation is most likely obtained by utilizing either melibiose or trehalose as a stabilizing agent for biopharmaceutical freeze-dried formulations. On the other hand, more experiments should be conducted to obtain more accurate information on why these disaccharides have better tolerance for elevating humidities than others.

The challenge of LC/MS/MS multi-mycotoxin analysis - Heracles battling the Hydra?

Mycotoxins are secondary metabolites of filamentous fungi. They pose a health risk to humans and animals due to their harmful biological properties and common occurrence in food and feed. Liquid chromatography/mass spectrometry (LC/MS) has gained popularity in the trace analysis of food contaminants. In this study, the applicability of the technique was evaluated in multi-residue methods of mycotoxins aiming at simultaneous detection of chemically diverse compounds. Methods were developed for rapid determination of toxins produced by fungal genera of Aspergillus, Fusarium, Penicillium and Claviceps from cheese, cereal based agar matrices and grains. Analytes were extracted from these matrices with organic solvents. Minimal sample clean-up was carried out before the analysis of the mycotoxins with reversed phase LC coupled to tandem MS (MS/MS). The methods were validated and applied for investigating mycotoxins in cheese and ergot alkaloid occurrence in Finnish grains. Additionally, the toxin production of two Fusarium species predominant in northern Europe was studied. Nine mycotoxins could be determined from cheese with the method developed. The limits of quantification (LOQ) allowed the quantification at concentrations varying from 0.6 to 5.0 µg/kg. The recoveries ranged between 96 and 143 %, and the within-day repeatability (as relative standard deviation, RSDr) between 2.3 and 12.1 %. Roquefortine C and mycophenolic acid could be detected at levels of 300 up to 12000 µg/kg in the mould cheese samples analysed. A total of 29 or 31 toxins could be analysed with the method developed for agar matrices and grains, with the LOQs ranging overall from 0.1 to 1250 µg/kg. The recoveries ranged generally between 44 and 139 %, and the RSDr between 2.0 and 38 %. Type-A trichothecenes and beauvericin were determined from the cereal based agar and grain cultures of F. sporotrichioides and F. langsethiae. T-2 toxin was the main metabolite, the average levels reaching 22000 µg/kg in the grain cultures after 28 days of incubation. The method developed for ten ergot alkaloids from grains allowed their quantification at levels varying from 0.01 to 10 µg/kg. The recoveries ranged from 51 to 139 %, and the RSDr from 0.6 to 13.9 %. Ergot alkaloids were measured in barley and rye at average levels of 59 and 720 µg/kg, respectively. The two most prevalent alkaloids were ergocornine and ergocristine. The LC/MS methods developed enabled rapid detection of mycotoxins in such applications where several toxins co-occurred. Generally, the performance of the methods was good, allowing reliable analysis of the mycotoxins of interest with sufficiently low quantification limits. However, the variation in validation results highlighted the challenges related to optimising this type of multi-residue methods. New data was obtained about the occurrence of mycotoxins in mould cheeses and of ergot alkaloids in Finnish grains. In addition, the study revealed the high mycotoxin-producing potential of two common fungi in Finnish crops. The information can be useful when risks related to fungal and mycotoxin contamination will be assessed.

The Biocontrol Agent Phlebiopsis gigantea: Efficacy and Impacts on the Stump Bacterial Biota and Conifer tree Defences

Phlebiopsis gigantea has been for a long time known as a strong competitor against Heterobasidion annosum and intensively applied as a biological control agent on stump surfaces of Picea abies in Fennoscandia. However, the mechanism underlying its antagonistic activity is still unknown. A primary concern is the possible impact of P. gigantea treatment on resident non-target microbial biota of conifer stumps. Additional risk factor is the potential of P. gigantea to acquire a necrotrophic habit through adaptation to living wood tissues. This study focused on the differential screening of several P. gigantea isolates from diverse geographical sources as well as the use of breeding approach to enhance the biocontrol efficacy against H. annosum infection. The results showed a significant positive correlation between growth rate in wood and high biocontrol efficacy. Furthermore, with aid of breeding approach, several progeny strains were obtained that had better growth rate and control efficacy than parental isolates. To address the issue of the potential of P. gigantea to acquire necrotrophic capability, a combination of histochemical, molecular and transcript profiling (454 sequencing) were used to investigate the interactions between these two fungi and ten year old P. sylvestris seedlings. The results revealed that both P. gigantea and H. annosum provoked strong necrotic lesions, but after prolonged incubation, P. gigantea lesions shrank and ceased to expand further. Tree seedlings pre-treated with P. gigantea further restricted H. annosum-induced necrosis and had elevated transcript levels of genes important for lignification, cell death regulation and jasmonic acid signalling. These suggest that induced localized resistance is a contributory factor for the biocontrol efficacy of P.gigantea, and it has a comparatively limited necrotrophic capability than H. annosum. Finally, to investigate the potential impact of P. gigantea on the stump bacterial biota, 16S rDNA isolated from tissue samples from stumps of P. abies after 1-, 6- and 13-year post treatment was sequenced using bar-coded 454 Titanium pyrosequencing. Proteobacteria were found to be the most abundant at the initial stages of stump decay but were selectively replaced by Acidobacteria at advanced stages of the decay. Moreover, P. gigantea treatment significantly decreased the bacterial richness at initial decay stage in the stumps. Over time, the bacterial community in the stumps gradually recovered and the negative effects of P. gigantea was attenuated.