TY - JOUR A1 - Omranian, Sara A1 - Angeleska, Angela A1 - Nikoloski, Zoran T1 - PC2P BT - parameter-free network-based prediction of protein complexes JF - Bioinformatics N2 - Motivation: Prediction of protein complexes from protein-protein interaction (PPI) networks is an important problem in systems biology, as they control different cellular functions. The existing solutions employ algorithms for network community detection that identify dense subgraphs in PPI networks. However, gold standards in yeast and human indicate that protein complexes can also induce sparse subgraphs, introducing further challenges in protein complex prediction. Results: To address this issue, we formalize protein complexes as biclique spanned subgraphs, which include both sparse and dense subgraphs. We then cast the problem of protein complex prediction as a network partitioning into biclique spanned subgraphs with removal of minimum number of edges, called coherent partition. Since finding a coherent partition is a computationally intractable problem, we devise a parameter-free greedy approximation algorithm, termed Protein Complexes from Coherent Partition (PC2P), based on key properties of biclique spanned subgraphs. Through comparison with nine contenders, we demonstrate that PC2P: (i) successfully identifies modular structure in networks, as a prerequisite for protein complex prediction, (ii) outperforms the existing solutions with respect to a composite score of five performance measures on 75% and 100% of the analyzed PPI networks and gold standards in yeast and human, respectively, and (iii,iv) does not compromise GO semantic similarity and enrichment score of the predicted protein complexes. Therefore, our study demonstrates that clustering of networks in terms of biclique spanned subgraphs is a promising framework for detection of complexes in PPI networks. Y1 - 2021 U6 - https://doi.org/10.1093/bioinformatics/btaa1089 SN - 1367-4803 SN - 1460-2059 VL - 37 IS - 1 SP - 73 EP - 81 PB - Oxford Univ. Press CY - Oxford ER - TY - JOUR A1 - Nwosu, Ebuka Canisius A1 - Roeser, Patricia Angelika A1 - Yang, Sizhong A1 - Ganzert, Lars A1 - Dellwig, Olaf A1 - Pinkerneil, Sylvia A1 - Brauer, Achim A1 - Dittmann, Elke A1 - Wagner, Dirk A1 - Liebner, Susanne T1 - From water into sediment-tracing freshwater cyanobacteria via DNA analyses JF - Microorganisms : open access journal N2 - Sedimentary ancient DNA-based studies have been used to probe centuries of climate and environmental changes and how they affected cyanobacterial assemblages in temperate lakes. Due to cyanobacteria containing potential bloom-forming and toxin-producing taxa, their approximate reconstruction from sediments is crucial, especially in lakes lacking long-term monitoring data. To extend the resolution of sediment record interpretation, we used high-throughput sequencing, amplicon sequence variant (ASV) analysis, and quantitative PCR to compare pelagic cyanobacterial composition to that in sediment traps (collected monthly) and surface sediments in Lake Tiefer See. Cyanobacterial composition, species richness, and evenness was not significantly different among the pelagic depths, sediment traps and surface sediments (p > 0.05), indicating that the cyanobacteria in the sediments reflected the cyanobacterial assemblage in the water column. However, total cyanobacterial abundances (qPCR) decreased from the metalimnion down the water column. The aggregate-forming (Aphanizomenon) and colony-forming taxa (Snowella) showed pronounced sedimentation. In contrast, Planktothrix was only very poorly represented in sediment traps (meta- and hypolimnion) and surface sediments, despite its highest relative abundance at the thermocline (10 m water depth) during periods of lake stratification (May-October). We conclude that this skewed representation in taxonomic abundances reflects taphonomic processes, which should be considered in future DNA-based paleolimnological investigations. KW - Aphanizomenon KW - Planktothrix KW - Snowella KW - cyanobacteria sedimentation KW - lake monitoring KW - sedimentary ancient DNA KW - sediment traps KW - environmental reconstruction Y1 - 2021 U6 - https://doi.org/10.3390/microorganisms9081778 SN - 2076-2607 VL - 9 IS - 8 PB - MDPI CY - Basel ER - TY - JOUR A1 - Stoof-Leichsenring, Kathleen R. A1 - Huang, Sichao A1 - Liu, Sisi A1 - Jia, Weihan A1 - Li, Kai A1 - Liu, Xingqi A1 - Pestryakova, Luidmila A. A1 - Herzschuh, Ulrike T1 - Sedimentary DNA identifies modern and past macrophyte diversity and its environmental drivers in high-latitude and high-elevation lakes in Siberia and China JF - Limnology and oceanography N2 - Arctic and alpine aquatic ecosystems are changing rapidly under recent global warming, threatening water resources by diminishing trophic status and changing biotic composition. Macrophytes play a key role in the ecology of freshwaters and we need to improve our understanding of long-term macrophytes diversity and environmental change so far limited by the sporadic presence of macrofossils in sediments. In our study, we applied metabarcoding using the trnL P6 loop marker to retrieve macrophyte richness and composition from 179 surface-sediment samples from arctic Siberian and alpine Chinese lakes and three representative lake cores. The surface-sediment dataset suggests that macrophyte richness and composition are mostly affected by temperature and conductivity, with highest richness when mean July temperatures are higher than 12 degrees C and conductivity ranges between 40 and 400 mu S cm(-1). Compositional turnover during the Late Pleistocene/Holocene is minor in Siberian cores and characterized by a less rich, but stable emergent macrophyte community. Richness decreases during the Last Glacial Maximum and rises during wetter and warmer climate in the Late-glacial and Mid-Holocene. In contrast, we detect a pronounced change from emergent to submerged taxa at 14 ka in the Tibetan alpine core, which can be explained by increasing temperature and conductivity due to glacial runoff and evaporation. Our study provides evidence for the suitability of the trnL marker to recover modern and past macrophyte diversity and its applicability for the response of macrophyte diversity to lake-hydrochemical and climate variability predicting contrasting macrophyte changes in arctic and alpine lakes under intensified warming and human impact. Y1 - 2022 U6 - https://doi.org/10.1002/lno.12061 SN - 0024-3590 SN - 1939-5590 VL - 67 IS - 5 SP - 1126 EP - 1141 PB - Wiley-Blackwell CY - Oxford [u.a.] ER - TY - JOUR A1 - Bizic, Mina A1 - Ionescu, Danny A1 - Karnatak, Rajat A1 - Musseau, Camille L. A1 - Onandia, Gabriela A1 - Berger, Stella A. A1 - Nejstgaard, Jens C. A1 - Lischeid, Gunnar A1 - Gessner, Mark O. A1 - Wollrab, Sabine A1 - Grossart, Hans-Peter T1 - Land-use type temporarily affects active pond community structure but not gene expression patterns JF - Molecular ecology N2 - Changes in land use and agricultural intensification threaten biodiversity and ecosystem functioning of small water bodies. We studied 67 kettle holes (KH) in an agricultural landscape in northeastern Germany using landscape-scale metatranscriptomics to understand the responses of active bacterial, archaeal and eukaryotic communities to land-use type. These KH are proxies of the millions of small standing water bodies of glacial origin spread across the northern hemisphere. Like other landscapes in Europe, the study area has been used for intensive agriculture since the 1950s. In contrast to a parallel environmental DNA study that suggests the homogenization of biodiversity across KH, conceivably resulting from long-lasting intensive agriculture, land-use type affected the structure of the active KH communities during spring crop fertilization, but not a month later. This effect was more pronounced for eukaryotes than for bacteria. In contrast, gene expression patterns did not differ between months or across land-use types, suggesting a high degree of functional redundancy across the KH communities. Variability in gene expression was best explained by active bacterial and eukaryotic community structures, suggesting that these changes in functioning are primarily driven by interactions between organisms. Our results indicate that influences of the surrounding landscape result in temporary changes in the activity of different community members. Thus, even in KH where biodiversity has been homogenized, communities continue to respond to land management. This potential needs to be considered when developing sustainable management options for restoration purposes and for successful mitigation of further biodiversity loss in agricultural landscapes. KW - agriculture KW - eRNA KW - land use KW - metacommunity KW - transcriptomics Y1 - 2022 U6 - https://doi.org/10.1111/mec.16348 SN - 0962-1083 SN - 1365-294X VL - 31 IS - 6 SP - 1716 EP - 1734 PB - Wiley CY - Hoboken ER - TY - JOUR A1 - Herzschuh, Ulrike A1 - Li, Chenzhi A1 - Boehmer, Thomas A1 - Postl, Alexander K. A1 - Heim, Birgit A1 - Andreev, Andrei A. A1 - Cao, Xianyong A1 - Wieczorek, Mareike A1 - Ni, Jian T1 - LegacyPollen 1.0 BT - a taxonomically harmonized global late Quaternary pollen dataset of 2831 records with standardized chronologies JF - Earth system science data : ESSD N2 - Here we describe the LegacyPollen 1.0, a dataset of 2831 fossil pollen records with metadata, a harmonized taxonomy, and standardized chronologies. A total of 1032 records originate from North America, 1075 from Europe, 488 from Asia, 150 from Latin America, 54 from Africa, and 32 from the Indo-Pacific. The pollen data cover the late Quaternary (mostly the Holocene). The original 10 110 pollen taxa names (including variations in the notations) were harmonized to 1002 terrestrial taxa (including Cyperaceae), with woody taxa and major herbaceous taxa harmonized to genus level and other herbaceous taxa to family level. The dataset is valuable for synthesis studies of, for example, taxa areal changes, vegetation dynamics, human impacts (e.g., deforestation), and climate change at global or continental scales. The harmonized pollen and metadata as well as the harmonization table are available from PANGAEA (https://doi.org/10.1594/PANGAEA.929773; Herzschuh et al., 2021). R code for the harmonization is provided at Zenodo (https://doi.org/10.5281/zenodo.5910972; Herzschuh et al., 2022) so that datasets at a customized harmonization level can be easily established. Y1 - 2022 U6 - https://doi.org/10.5194/essd-14-3213-2022 SN - 1866-3508 SN - 1866-3516 VL - 14 IS - 7 SP - 3213 EP - 3227 PB - Copernicus CY - Göttingen ER - TY - JOUR A1 - Stuenzi, Simone Maria A1 - Kruse, Stefan A1 - Boike, Julia A1 - Herzschuh, Ulrike A1 - Oehme, Alexander A1 - Pestryakova, Luidmila A. A1 - Westermann, Sebastian A1 - Langer, Moritz T1 - Thermohydrological impact of forest disturbances on ecosystem-protected permafrost JF - Journal of geophysical research : Biogeosciences N2 - Boreal forests cover over half of the global permafrost area and protect underlying permafrost. Boreal forest development, therefore, has an impact on permafrost evolution, especially under a warming climate. Forest disturbances and changing climate conditions cause vegetation shifts and potentially destabilize the carbon stored within the vegetation and permafrost. Disturbed permafrost-forest ecosystems can develop into a dry or swampy bush- or grasslands, shift toward broadleaf- or evergreen needleleaf-dominated forests, or recover to the pre-disturbance state. An increase in the number and intensity of fires, as well as intensified logging activities, could lead to a partial or complete ecosystem and permafrost degradation. We study the impact of forest disturbances (logging, surface, and canopy fires) on the thermal and hydrological permafrost conditions and ecosystem resilience. We use a dynamic multilayer canopy-permafrost model to simulate different scenarios at a study site in eastern Siberia. We implement expected mortality, defoliation, and ground surface changes and analyze the interplay between forest recovery and permafrost. We find that forest loss induces soil drying of up to 44%, leading to lower active layer thicknesses and abrupt or steady decline of a larch forest, depending on disturbance intensity. Only after surface fires, the most common disturbances, inducing low mortality rates, forests can recover and overpass pre-disturbance leaf area index values. We find that the trajectory of larch forests after surface fires is dependent on the precipitation conditions in the years after the disturbance. Dryer years can drastically change the direction of the larch forest development within the studied period. KW - permafrost KW - boreal forest KW - periglacial process KW - Siberia KW - larch forest KW - disturbance Y1 - 2022 U6 - https://doi.org/10.1029/2021JG006630 SN - 2169-8953 SN - 2169-8961 VL - 127 IS - 5 PB - American Geophysical Union CY - Washington ER - TY - JOUR A1 - Reeve, Holly A. A1 - Nicholson, Jake A1 - Altaf, Farieha A1 - Lonsdale, Thomas H. A1 - Preissler, Janina A1 - Lauterbach, Lars A1 - Lenz, Oliver A1 - Leimkühler, Silke A1 - Hollmann, Frank A1 - Paul, Caroline E. A1 - Vincent, Kylie A. T1 - A hydrogen-driven biocatalytic approach to recycling synthetic analogues of NAD(P)H JF - Chemical communications : ChemComm N2 - We demonstrate a recycling system for synthetic nicotinamide cofactor analogues using a soluble hydrogenase with turnover number of >1000 for reduction of the cofactor analogues by H-2. Coupling this system to an ene reductase, we show quantitative conversion of N-ethylmaleimide to N-ethylsuccinimide. The biocatalyst system retained >50% activity after 7 h. Y1 - 2022 U6 - https://doi.org/10.1039/d2cc02411j SN - 1359-7345 SN - 1364-548X VL - 58 IS - 75 SP - 10540 EP - 10543 PB - Royal Society of Chemistry CY - Cambridge ER - TY - THES A1 - Hippel, Barbara von T1 - Long-term bacteria-fungi-plant associations in permafrost soils inferred from palaeometagenomics N2 - The arctic is warming 2 – 4 times faster than the global average, resulting in a strong feedback on northern ecosystems such as boreal forests, which cover a vast area of the high northern latitudes. With ongoing global warming, the treeline subsequently migrates northwards into tundra areas. The consequences of turning ecosystems are complex: on the one hand, boreal forests are storing large amounts of global terrestrial carbon and act as a carbon sink, dragging carbon dioxide out of the global carbon cycle, suggesting an enhanced carbon uptake with increased tree cover. On the other hand, with the establishment of trees, the albedo effect of tundra decreases, leading to enhanced soil warming. Meanwhile, permafrost thaws, releasing large amounts of previously stored carbon into the atmosphere. So far, mainly vegetation dynamics have been assessed when studying the impact of warming onto ecosystems. Most land plants are living in close symbiosis with bacterial and fungal communities, sustaining their growth in nutrient poor habitats. However, the impact of climate change on these subsoil communities alongside changing vegetation cover remains poorly understood. Therefore, a better understanding of soil community dynamics on multi millennial timescales is inevitable when addressing the development of entire ecosystems. Unravelling long-term cross-kingdom dependencies between plant, fungi, and bacteria is not only a milestone for the assessment of warming on boreal ecosystems. On top, it also is the basis for agriculture strategies to sustain society with sufficient food in a future warming world. The first objective of this thesis was to assess ancient DNA as a proxy for reconstructing the soil microbiome (Manuscripts I, II, III, IV). Research findings across these projects enable a comprehensive new insight into the relationships of soil microorganisms to the surrounding vegetation. First, this was achieved by establishing (Manuscript I) and applying (Manuscript II) a primer pair for the selective amplification of ancient fungal DNA from lake sediment samples with the metabarcoding approach. To assess fungal and plant co-variation, the selected primer combination (ITS67, 5.8S) amplifying the ITS1 region was applied on samples from five boreal and arctic lakes. The obtained data showed that the establishment of fungal communities is impacted by warming as the functional ecological groups are shifting. Yeast and saprotroph dominance during the Late Glacial declined with warming, while the abundance of mycorrhizae and parasites increased with warming. The overall species richness was also alternating. The results were compared to shotgun sequencing data reconstructing fungi and bacteria (Manuscripts III, IV), yielding overall comparable results to the metabarcoding approach. Nonetheless, the comparison also pointed out a bias in the metabarcoding, potentially due to varying ITS lengths or copy numbers per genome. The second objective was to trace fungus-plant interaction changes over time (Manuscripts II, III). To address this, metabarcoding targeting the ITS1 region for fungi and the chloroplast P6 loop for plants for the selective DNA amplification was applied (Manuscript II). Further, shotgun sequencing data was compared to the metabarcoding results (Manuscript III). Overall, the results between the metabarcoding and the shotgun approaches were comparable, though a bias in the metabarcoding was assumed. We demonstrated that fungal shifts were coinciding with changes in the vegetation. Yeast and lichen were mainly dominant during the Late Glacial with tundra vegetation, while warming in the Holocene lead to the expansion of boreal forests with increasing mycorrhizae and parasite abundance. Aside, we highlighted that Pinaceae establishment is dependent on mycorrhizal fungi such as Suillineae, Inocybaceae, or Hyaloscypha species also on long-term scales. The third objective of the thesis was to assess soil community development on a temporal gradient (Manuscripts III, IV). Shotgun sequencing was applied on sediment samples from the northern Siberian lake Lama and the soil microbial community dynamics compared to ecosystem turnover. Alongside, podzolization processes from basaltic bedrock were recovered (Manuscript III). Additionally, the recovered soil microbiome was compared to shotgun data from granite and sandstone catchments (Manuscript IV, Appendix). We assessed if the establishment of the soil microbiome is dependent on the plant taxon and as such comparable between multiple geographic locations or if the community establishment is driven by abiotic soil properties and as such the bedrock area. We showed that the development of soil communities is to a great extent driven by the vegetation changes and temperature variation, while time only plays a minor role. The analyses showed general ecological similarities especially between the granite and basalt locations, while the microbiome on species-level was rather site-specific. A greater number of correlated soil taxa was detected for deep-rooting boreal taxa in comparison to grasses with shallower roots. Additionally, differences between herbaceous taxa of the late Glacial compared to taxa of the Holocene were revealed. With this thesis, I demonstrate the necessity to investigate subsoil community dynamics on millennial time scales as it enables further understanding of long-term ecosystem as well as soil development processes and such plant establishment. Further, I trace long-term processes leading to podzolization which supports the development of applied carbon capture strategies under future global warming. N2 - Die Arktis erwärmt sich schneller als der weltweite Durschnitt, was die dortigen Ökosysteme wie die borealen Nadelwälder stark beeinflusst. Die Baumgrenze verschiebt sich durch veränderte Wachstumsbedingungen nach Norden und breitet sich in Tundra-Gegenden aus. Das führt zu komplexen Auswirkungen auf den Kohlenstoffkreislauf, da durch das Baumwachstum vermehrt CO2 im Boden gespeichert wird. Andererseits wird der Albedo-Effekt der Tundra verringert und der Boden erwärmt sich verstärkt. Das wiederum führt zum Tauen von Permafrost und setzt große Mengen an gespeichertem Kohlenstoff frei. Bislang wurde vor allem die Auswirkung der Erwärmung auf Vegetationsdynamiken untersucht. Für ein gesundes Pflanzenwachstum stehen die meisten Landpflanzen in engem Austausch mit einer Vielzahl an Bakterien und Pilzen. Es ist bislang wenig verstanden, wie diese Bodengemeinschaften durch den Klimawandel beeinflusst werden. Es ist deshalb notwendig, verstärkt auch die Langzeitabhängigkeiten der Pflanzen von Mikroorganismen zu betrachten. Dies ist nicht nur ein Meilenstein bei der Untersuchung des Klimawandels auf arktische Ökosysteme. Zudem wird so die Entwicklung angepasster Strategien im Bereich der Landwirtschaft ermöglicht, was die Grundlage dafür ist, die wachsende Bevölkerung auch in Zukunft mit ausreichend Nahrungsmitteln versorgen zu können. Im ersten Teil meiner Arbeit untersuche ich das Potential, die Dynamiken von Bodenmikroorganismen aus Seesedimenten zu rekonstruieren. Ich habe gezeigt, dass molekulargenetische Analysen das sowohl für Pilze als auch Bakterien auf großen Zeitskalen ermöglichen. Eine Zuweisung der Mikroorganismen zu ihren Funktionen im Ökosystem ermöglichte, Dynamiken in den Nährstoffkreisläufen sowie in Pilzökologien zu verstehen. Die Analyse der komplexen Assoziationen von Pilzen und Pflanzen bildete den zweiten Teil meiner Arbeit. Hier konnte ich zeigen, dass Pilze und Pflanzen spezifische Muster in ihren Vorkommen miteinander zeigen und dass die Vegetation das Pilzvorkommen auch auf großen Zeitskalen beeinflusst. Die Tundravegetation des Spätglazials war vor allem von Flechten und Hefevorkommen dominiert, während die Einwanderung von borealen Wäldern in die untersuchten Gebiete zu zunehmder Mykorrhiza- und Parasitenverbreitung führte. Ich habe auch gezeigt, dass die Etablierung von Pinaceen langfristig von spezifischen Mykorrhiza-Pilzen wie Suillineae, Inocybaceae oder Hyaloscypha-Arten abhängt. Das dritte Ziel meiner Arbeit war es, zeitliche Dynamiken in der Zusammensetzung von Bodenorganismen im Bezug zur Entstehung von Böden zu rekonstruieren. Mir gelang es, die Verwitterung von Basalt nachzuvollziehen und daraus die Entstehung von Podsol abzuleiten. Ein Vergleich zu Bodengesellschaften aus Granit- und Sandstein-Einzugsgebieten zeigte, dass sich die Granit- und Basalt-Bodeneigenschaften ähneln. Allerdings zeigten die Pflanzen an den Standorten ein sehr ortsspezifisches Mikrobiom und somit eine lokale Anpassung an die Wachstumsbedingungen. Ich konnte mit dieser Arbeit zeigen, dass die Rekonstruktion von Bodenmikroorganismen im Vergleich zur Vegetation einen Einblick in Ökosystemdynamiken unter Klimawandel ermöglicht. Dies ermöglicht ein besseres Verständnis von Bodenentstehungsprozessen und vereinfacht die Entwicklung angewandter carbon capture Strategien. KW - sedimentary ancient DNA KW - ecology KW - lake sediment KW - Arctic KW - ecosystem reconstruction KW - climate change KW - treeline dynamics KW - microbial soil communities KW - plant-microbe interactions KW - Arktis KW - Klimawandel KW - Ökologie KW - Ökosystem-Rekonstruktion KW - Seesediment KW - mikrobielle Bodengemeinschaften KW - Pflanzen-Mikroben-Interaktionen KW - sedimentary ancient DNA KW - Baumgrenzen-Dynamik Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-636009 ER - TY - JOUR A1 - Krebs, Simon K. A1 - Rakotoarinoro, Nathanael A1 - Stech, Marlitt A1 - Zemella, Anne A1 - Kubick, Stefan T1 - A CHO-based cell-free dual fluorescence reporter system for the straightforward assessment of amber suppression and scFv functionality JF - Frontiers in Bioengineering and Biotechnology N2 - Incorporation of noncanonical amino acids (ncAAs) with bioorthogonal reactive groups by amber suppression allows the generation of synthetic proteins with desired novel properties. Such modified molecules are in high demand for basic research and therapeutic applications such as cancer treatment and in vivo imaging. The positioning of the ncAA-responsive codon within the protein's coding sequence is critical in order to maintain protein function, achieve high yields of ncAA-containing protein, and allow effective conjugation. Cell-free ncAA incorporation is of particular interest due to the open nature of cell-free systems and their concurrent ease of manipulation. In this study, we report a straightforward workflow to inquire ncAA positions in regard to incorporation efficiency and protein functionality in a Chinese hamster ovary (CHO) cell-free system. As a model, the well-established orthogonal translation components Escherichia coli tyrosyl-tRNA synthetase (TyrRS) and tRNATyr(CUA) were used to site-specifically incorporate the ncAA p-azido-l-phenylalanine (AzF) in response to UAG codons. A total of seven ncAA sites within an anti-epidermal growth factor receptor (EGFR) single-chain variable fragment (scFv) N-terminally fused to the red fluorescent protein mRFP1 and C-terminally fused to the green fluorescent protein sfGFP were investigated for ncAA incorporation efficiency and impact on antigen binding. The characterized cell-free dual fluorescence reporter system allows screening for ncAA incorporation sites with high incorporation efficiency that maintain protein activity. It is parallelizable, scalable, and easy to operate. We propose that the established CHO-based cell-free dual fluorescence reporter system can be of particular interest for the development of antibody-drug conjugates (ADCs). KW - expanded genetic code KW - orthogonal system KW - noncanonical amino acid KW - unnatural amino acid KW - antibody KW - cell-free protein synthesis KW - mRFP1 KW - sfGFP Y1 - 2022 U6 - https://doi.org/10.3389/fbioe.2022.873906 SN - 2296-4185 VL - 10 PB - Frontiers Media CY - Lausanne ER - TY - JOUR A1 - Kühn, Elisabeth A1 - Becker, Marc A1 - Harpke, Alexander A1 - Kühn, Ingolf A1 - Kuhlicke, Christian A1 - Schmitt, Thomas A1 - Settele, Josef A1 - Musche, Martin T1 - The benefits of counting butterflies: recommendations for a successful citizen science project JF - Ecology and Society N2 - Citizen science (CS) projects, being popular across many fields of science, have recently also become a popular tool to collect biodiversity data. Although the benefits of such projects for science and policy making are well understood, relatively little is known about the benefits participants get from these projects as well as their personal backgrounds and motivations. Furthermore, very little is known about their expectations. We here examine these aspects, with the citizen science project "German Butterfly Monitoring" as an example. A questionnaire was sent to all participants of the project and the responses to the questionnaire indicated the following: center dot Most transect walkers do not have a professional background in this field, though they do have a high educational level, and are close to retirement, with a high number of females; center dot An important motivation to join the project is to preserve the natural environment and to contribute to scientific knowledge; center dot Participants benefit by enhancing their knowledge about butterflies and especially their ability to identify different species (taxonomic knowledge); center dot Participants do not have specific expectations regarding the project beyond proper management and coordination, but have an intrinsic sense of working for a greater good. The willingness to join a project is higher if the project contributes to the solution of a problem discussed in the media (here, insect decline). Based on our findings from the analysis of the questionnaire we can derive a set of recommendations for establishing a successful CS project. These include the importance of good communication, e.g., by explaining what the (scientific) purpose of the project is and what problems are to be solved with the help of the data collected in the project. The motivation to join a CS project is mostly intrinsic and CS is a good tool to engage people during difficult times such as the COVID-19 pandemic, giving participants the feeling of doing something useful. KW - COVID-19 pandemic KW - gender gap KW - insect decline KW - intrinsic motivation KW - monitoring Y1 - 2022 U6 - https://doi.org/10.5751/ES-12861-270238 SN - 1708-3087 VL - 27 IS - 2 PB - Resilience Alliance CY - Wolfville ER -