Validation of plant dynamic model by online and laboratory measurements – a tool to predict online COD loads out of production of mechanical printing papers

COD discharges out of processes have increased in line with elevating brightness demands for mechanical pulp and papers. The share of lignin-like substances in COD discharges is on average 75%. In this thesis, a plant dynamic model was created and validated as a means to predict COD loading and discharges out of a mill. The assays were carried out in one paper mill integrate producing mechanical printing papers. The objective in the modeling of plant dynamics was to predict day averages of COD load and discharges out of mills. This means that online data, like 1) the level of large storage towers of pulp and white water 2) pulp dosages, 3) production rates and 4) internal white water flows and discharges were used to create transients into the balances of solids and white water, referred to as “plant dynamics”. A conversion coefficient was verified between TOC and COD. The conversion coefficient was used for predicting the flows from TOC to COD to the waste water treatment plant. The COD load was modeled with similar uncertainty as in reference TOC sampling. The water balance of waste water treatment was validated by the reference concentration of COD. The difference of COD predictions against references was within the same deviation of TOC-predictions. The modeled yield losses and retention values of TOC in pulping and bleaching processes and the modeled fixing of colloidal TOC to solids between the pulping plant and the aeration basin in the waste water treatment plant were similar to references presented in literature. The valid water balances of the waste water treatment plant and the reduction model of lignin-like substances produced a valid prediction of COD discharges out of the mill. A 30% increase in the release of lignin-like substances in the form of production problems was observed in pulping and bleaching processes. The same increase was observed in COD discharges out of waste water treatment. In the prediction of annual COD discharge, it was noticed that the reduction of lignin has a wide deviation from year to year and from one mill to another. This made it difficult to compare the parameters of COD discharges validated in plant dynamic simulation with another mill producing mechanical printing papers. However, a trend of moving from unbleached towards high-brightness TMP in COD discharges was valid.

Toll-like receptor 9 in breast cancer

The innate immune system recognizes microbial features leading to the activation of the adaptive immune system. The role of Toll-like receptor 9 (TLR9) is to recognize microbial DNA. In addition to immune cells, TLR9 is widely expressed in breast cancer in addition to other cancers. Breast cancer is the most common cancer in women, affecting approximately one in eight in industrialized countries. In the clinical setting, breast cancer is divided into three clinical subtypes with type-specific treatments. These subtypes are estrogen receptor (ER)-positive, HER2-positive and triple-negative (TNBC) breast cancer. TNBC is the most aggressive subtype that can be further divided into several subtypes. TNBC tumors lack ER, progesterone receptor and HER2 receptor. Therefore, the current clinically used targeted therapies are not suitable for TNBC treatment as TNBC is a collection of diseases rather than one entity. Some TNBC patients are cured with standard chemotherapy, while others rapidly die due to the disease. There are no clinically used iomarkers which would help in predicting which patients respond to chemotherapy. During this thesis project, we discovered a novel good-prognosis TNBC subtype. These tumors have high TLR9 expression levels. Our findings suggest that TLR9 screening in TNBC patient populations might help to identify the patients that are at the highest risk regarding a relapse. To gain better understanding on the role of TLR9 in TNBC, we developed an animal model which mimicks this disease. We discovered that suppression of TLR9 expression in TNBC cells increases their invasive properties in hypoxia. In line with the clinical findings, TNBC cells with low TLR9 expression also formed more aggressive tumors in vivo. TLR9 expression did not, however, affect TNBC tumor responses to doxorubicin. Our results suggest that tumor TLR9 expression may affect chemotherapyrelated immune responses, however, this requires further investigation. Our other findings revealed that DNA released by chemotherapy-killed cells induces TLR9-mediated invasion in living cancer cells. Normally, extracellular self-DNA is degraded by enzymes, but during massive cell death, for example during chemotherapy, the degradation machinery may be exhausted and self-DNA is taken up into living cells activating TLR9. We also discovered that the malaria drug chloroquine, an inhibitor of autophagy and TLR9 signalling does not inhibit TNBC growth in vivo, independently of the TLR9 status. Finally, we found that ERα as well as the sex hormones estrogen and testosterone regulate TLR9 expression and activity in breast cancer cells in vitro. As a conclusion, we suggest that TLR9 is a potential biomarker in TNBC. ------- Sisäsyntyisen immuniteetin tehtävä on tunnistaa mikrobien molekyylirakenteita, mikä saa aikaan adaptiivisen immuunijärjestelmän aktivoitumisen. Tollin kaltainen reseptori 9 (TLR9) on dna:ta tunnistava sisäsyntyisen immuniteetin reseptori, jota ilmennetään myös useissa syövissä, kuten rintasyövässä. Rintasyöpä on naisten yleisin syöpä, johon joka kahdeksas nainen sairastuu elämänsä aikana. Kliinisesti rintasyöpä jaotellaan kolmeen alatyyppiin, joista kolmoisnegatiivinen rintasyöpä on aggressiivisin. Tämän tyypin syövät eivät ilmennä hormonireseptoreja (estrogeeni- ja progesteronireseptori) tai HER2-reseptoria. Tästä johtuen kolmoisnegatiivisten potilaiden hoitoon ei voida käyttää rintasyövän nykyisten hoitosuositusten mukaisia täsmähoitoja. Kolmoisnegatiivinen rintasyöpä ei kuitenkaan ole yksi sairaus, koska molekyylitasolla sen on osoitettu koostuvan lukuisista, biologialtaan erilaisista syöpämuodoista. Tällä hetkellä kliinisessä käytössä ei ole biomarkkeria, jonka avulla kolmoisnegatiivisen rintasyövän alatyypit voisi erottaa toisistaan. Löysimme uuden kolmoisnegatiivisen syövän alatyypin, joka ilmentää vain vähän TLR9-proteiinia. Tällä alatyypillä on erittäin huono ennuste ja tulostemme perusteella TRL9-tason selvittäminen voisi seuloa huonoennusteiset syövät kolmoisnegatiivisten syöpien joukosta. Kehitimme eläinmallin, jolla voidaan tutkia matalan ja korkean TLR9-tason vaikutuksia kolmoisnegatiivisten kasvainten hoitovasteeseen. Toinen löytömme oli, että kemoterapialla tapettujen syöpäsolujen dna saa aikaan elävien syöpäsolujen TLR9-välitteistä invaasiota. Normaalisti entsyymit hajoittavat yksilön oman solunulkoisen dna:n. Erikoistilanteissa, kuten syöpähoitojen yhteydessä, jolloin solukuolema on massiivista, elimistön oma koneisto ei ehdi tuhoamaan solunulkoista dna:ta ja sitä voi kertyä eläviin soluihin, joissa se aktivoi TLR9:n. Kolmanneksi havaitsimme, että malarialääke klorokiini, joka estää TLR9:n toimintaa ja jolla on syövänvastaisia vaikutuksia soluviljelyolosuhteissa, ei estänyt TLR9-positiivisten tai TLR9-negatiivisten kasvainten kasvua käyttämässämme eläinmallissa. Neljänneksi soluviljelykokeittemme tulokset osoittivat, että sukupuolihormonit estrogeeni ja testosteroni sekä estrogeenireseptori osallistuvat TLR9:n ilmentymisen ja aktiivisuuden säätelyyn. Tuloksemme osoittavat, että TLR9 potentiaalinen biomarkkeri kolmoisnegatiivisessa rintasyövässä.