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| 2. |
- Janssen, Rene, et al.
(författare)
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Machine Learning Predicts the Presence of 2,4,6-Trinitrotoluene in Sediments of a Baltic Sea Munitions Dumpsite Using Microbial Community Compositions
- 2021
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Ingår i: Frontiers in Microbiology. - : Frontiers Media SA. - 1664-302X. ; 12
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Tidskriftsartikel (refereegranskat)abstract
- Bacteria are ubiquitous and live in complex microbial communities. Due to differences in physiological properties and niche preferences among community members, microbial communities respond in specific ways to environmental drivers, potentially resulting in distinct microbial fingerprints for a given environmental state. As proof of the principle, our goal was to assess the opportunities and limitations of machine learning to detect microbial fingerprints indicating the presence of the munition compound 2,4,6-trinitrotoluene (TNT) in southwestern Baltic Sea sediments. Over 40 environmental variables including grain size distribution, elemental composition, and concentration of munition compounds (mostly at pmol.g(-1) levels) from 150 sediments collected at the near-to-shore munition dumpsite Kolberger Heide by the German city of Kiel were combined with 16S rRNA gene amplicon sequencing libraries. Prediction was achieved using Random Forests (RFs); the robustness of predictions was validated using Artificial Neural Networks (ANN). To facilitate machine learning with microbiome data we developed the R package phyloseq2ML. Using the most classification-relevant 25 bacterial genera exclusively, potentially representing a TNT-indicative fingerprint, TNT was predicted correctly with up to 81.5% balanced accuracy. False positive classifications indicated that this approach also has the potential to identify samples where the original TNT contamination was no longer detectable. The fact that TNT presence was not among the main drivers of the microbial community composition demonstrates the sensitivity of the approach. Moreover, environmental variables resulted in poorer prediction rates than using microbial fingerprints. Our results suggest that microbial communities can predict even minor influencing factors in complex environments, demonstrating the potential of this approach for the discovery of contamination events over an integrated period of time. Proven for a distinct environment future studies should assess the ability of this approach for environmental monitoring in general.
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| 3. |
- Meschkat, Martin, et al.
(författare)
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White matter integrity in mice requires continuous myelin synthesis at the inner tongue
- 2022
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Ingår i: NATURE COMMUNICATIONS. - : Springer Science and Business Media LLC. - 2041-1723. ; 13:1
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Tidskriftsartikel (refereegranskat)abstract
- Myelin is formed of proteins of long half-lives. The mechanisms of renewal of such a stable structure are unclear. Here, the authors show that myelin integrity requires continuous myelin synthesis at the inner tongue, contributing to the maintenance of a functional axon-myelin unit. Myelin, the electrically insulating sheath on axons, undergoes dynamic changes over time. However, it is composed of proteins with long lifetimes. This raises the question how such a stable structure is renewed. Here, we study the integrity of myelinated tracts after experimentally preventing the formation of new myelin in the CNS of adult mice, using an inducible Mbp null allele. Oligodendrocytes survive recombination, continue to express myelin genes, but they fail to maintain compacted myelin sheaths. Using 3D electron microscopy and mass spectrometry imaging we visualize myelin-like membranes failing to incorporate adaxonally, most prominently at juxta-paranodes. Myelinoid body formation indicates degradation of existing myelin at the abaxonal side and the inner tongue of the sheath. Thinning of compact myelin and shortening of internodes result in the loss of about 50% of myelin and axonal pathology within 20 weeks post recombination. In summary, our data suggest that functional axon-myelin units require the continuous incorporation of new myelin membranes.
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| 5. |
- Seys, Sven F., et al.
(författare)
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Real-life assessment of chronic rhinosinusitis patients using mobile technology : The mySinusitisCoach project by EUFOREA
- 2020
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Ingår i: Allergy: European Journal of Allergy and Clinical Immunology. - : Wiley. - 0105-4538 .- 1398-9995. ; 75:11, s. 2867-2878
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Tidskriftsartikel (refereegranskat)abstract
- Background: Chronic rhinosinusitis (CRS) is a chronic inflammatory disease associated with a substantial personal and socioeconomic burden. Monitoring of patient-reported outcomes by mobile technology offers the possibility to better understand real-life burden of CRS. Methods: This study reports on the cross-sectional evaluation of data of 626 users of mySinusitisCoach (mSC), a mobile application for CRS patients. Patient characteristics of mSC users were analysed as well as the level of disease control based on VAS global rhinosinusitis symptom score and adapted EPOS criteria. Results: The mSC cohort represents a heterogeneous group of CRS patients with a diverse pattern of major symptoms. Approximately half of patients reported nasal polyps. 47.3% of all CRS patients were uncontrolled based on evaluation of VAS global rhinosinusitis symptom score compared to 40.9% based on adapted EPOS criteria. The impact of CRS on sleep quality and daily life activities was significantly higher in uncontrolled versus well-controlled patients. Half of patients had a history of FESS (functional endoscopic sinus surgery) and reported lower symptom severity compared to patients without a history of FESS, except for patients with a history of more than 3 procedures. Patients with a history of FESS reported higher VAS levels for impaired smell. Conclusion: Real-life data confirm the high disease burden in uncontrolled CRS patients, clearly impacting quality of life. Sinus surgery improves patient-reported outcomes, but not in patients with a history of more than 3 procedures. Mobile technology opens a new era of real-life monitoring, supporting the evolution of care towards precision medicine.
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| 6. |
- Sumaila, U. Rashid, et al.
(författare)
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WTO must ban harmful fisheries subsidies
- 2021
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Ingår i: Science. - : American Association for the Advancement of Science (AAAS). - 0036-8075 .- 1095-9203. ; 374:6567, s. 544-544
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Tidskriftsartikel (övrigt vetenskapligt/konstnärligt)
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| 8. |
- Werner, Yvonne Maria, et al.
(författare)
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Kristen manlighet. Ideal och verklighet 1840-1940
- 2008
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Bok (övrigt vetenskapligt/konstnärligt)abstract
- I denna antologi diskuteras med fokus på nordiska förhållanden sambandet mellan kristen religion och konstruktionen av manlighet under perioden 1840 till 1940. En central fråga är hur kristna ideal som exempelvis ödmjukhet, mildhet och självförsakelse, vilka i den borgerliga genusdiskursen kommit att knytas till kvinnokönet, inverkade på konstruktionen av kristen manlighet och vilka uttryck detta tog sig i enskilda mäns liv. Vidare analyseras de teologiska och ideologiska perspektiven och deras betydelse för konstruktionen av manlighet och hur det manliga kontrasterats mot det kvinnliga. Teoretiskt utgår undersökningarna dels från de till synes motsägelsefulla teserna om religionens feminisering och om samhällets rekonfessionalisering, dels från nyare manshistorisk forskning. Artiklarna speglar det komplexa samspelet mellan konfession, nation, religiös kultur, genusrelationer och manlighetsideal under en period präglad av religiös mobilisering. Konkret handlar antologin dels om män som agerade inom ramen för en etablerad kyrklig struktur på hemmaplan, dels om män i kyrkliga motkulturer och/eller kristna missionsrörelser. Så undersöks till exempel den kristna manliga filantropin, väckelserörelsers och frikyrkors mansideal, manliga missionärer i Kina, kristen manlighet inom skönlitteratu-ren samt prästerlig manlighet inom katolicism och protestantism.
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| 9. |
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- 2019
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Tidskriftsartikel (refereegranskat)
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