Contribution of silica-scaled chrysophytes to ecosystems services: a review

Silica-scaled chrysophytes are a unique group of protists representing a major component of numerous aquatic habitats where they can significantly contribute to human well-being in many ways. In the present review, altogether 14 ecosystem services provided by silica-scaled chrysophytes were identified highlighting their importance and roles in aquatic ecosystems. The most important supporting services are related to primary production, nutrient- and biogeochemical cycling, as well as sediment formation. Additionally, they are involved in the regulation of climate, maintenance of air quality, biological control and water purification processes (as regulating services). The most relevant provisioning services include their usefulness in environmental monitoring (paleolimnology, ecological status assessment and climate modelling), production of biochemicals and provision of genetic resources. Cultural services are associated with aesthetic values, inspiration source and knowledge system as well. Although silica-scaled chrysophytes are one of the least studied groups of algae, here they are shown to provide important benefits and to have many further powerful opportunities for humans, thus their detailed research in the future is emphasised as an important key for human well-being.


Introduction
Chrysophytes (belonging to Eukaryota (superkingdom), Stramenopiles (clade), Ochrophyta (phylum), Chrysophyceae (class), Kristiansen & Škaloud, 2017;Schoch et al., 2020) are known mainly as unicellular or colonial golden-brown algae, which may be flagellated, but there are also some multicellular species (van den Hoek et al., 1995). Chrysophyte algae have many genetically and morphologically distinct lineages, and among this large group there are many species with siliceous coverage. These siliceous structures place them among the silicifiers, a very important group of aquatic organisms (Preisig, 1994). Silicifiers use dissolved Si (dSi) to precipitate biogenic silica (bSi; SiO 2 ) as internal-and/or external structures (Moriceau et al., 2019). Phototrophic silicifiers play an important role in the sequestration of atmospheric CO 2 in the ocean, and therefore in long term global climate regulation (web1). Biogeochemically, traditionally and ecologically, diatoms are believed to be the most important silicifiers in modern marine ecosystems, along with radiolarians, silicoflagellates and siliceous sponges (Sutton et al., 2018) while some less-known groups like Bolidophyceae (< 1% in marine phytoplankton) and chrysophytes should also be considered for completeness. The origin, early evolution and key processes for the acquisition of the silica cell wall have not been fully understood and these small groups could play a key role in enhance our understanding of the Si-cycle, silicification processes and the role of silicifiers in ecosystems (Moriceau et al., 2019). For instance, bolidophytes have a hypothetical life cycle that switches between silicified non-flagellated and naked flagellate stages (Kuwata et al., 2018). Despite the hypothetical facultative siliceous skeleton usage in several silifiers, in this review we focus on the scaled chrysophytes, because their silica ultrastructure enabled scientists to elaborate and the best-developed taxonomic system for species differentiation among protists, moreover because their studies are the most consistent and reliable compared to other microalgae within chrysophytes (Kristiansen, 2005;Škaloud et al., 2013a).
The acceleration of aquatic ecosystem degradation along with a rapid and continuous decline in the Earth's biodiversity (Lampert & Sommer, 2007;Irfan & Alatawi, 2019) initiated a cascade of other environmental changes among them reduction in ecosystem services and functions (e.g. Schläpfer & Schmid, 1999;Loreau et al., 2001). Since biodiversity can stabilise ecosystem functions and services (e.g. Worm et al., 2006;Hooper et al., 2012), its investigation and maintenance is a primary and urgent task for our present and future (Irfan & Alatawi, 2019). Despite the fact that many aquatic habitats are among the most endangered ecosystems in the world and play significant role in global context (Tréguer et al., 2018), the study of aquatic organisms and freshwater biodiversity hotspots has received much less attention than that of terrestrial or marine ecosystems (Myers et al., 2000). Regional species richness of silicascaled chrysophytes varies widely in different habitats from a very few species (< 20 taxa, Karjalainen et al., 1996;Gusev, 2013) through diverse communities (e.g. 80-90 taxa, Němcová et al., 2016;Bessudova et al., 2021) up to extraordinary cases, which are considered as chrysophytes hotspots (Aquitaine, Baikal Region, Northern Vietnam, Scandinavia, Třeboňsko, Řezáčová & Neustupa, 2007;Němcová et al., 2011;Korkonen et al., 2020;Olefeld et al., 2020;Gusev et al., 2021). However, it must be noted that the number of registered species in individual habitats is highly dependent on the intensity of floristic surveys, sampling strategy and the motivation/knowledge of experts.  Silica-scaled chrysophytes represent a pretty much neglected algal group compared to others (e.g. diatoms). Still, they are unique organisms and their contribution to many ecosystem services (supporting, regulating, provisioning, cultural, MEA, 2003(supporting, regulating, provisioning, cultural, MEA, , 2005, can be great. These are reviewed and summarised in the present paper (Table 2) emphasising their importance and highlighting the need for their detailed research in the future.

Primary production
Chrysophytes are important components of phytoplankton biomass (usually around 10-75% of the total biomass) in small oligotrophic or dystrophic ecosystems (with low conductivity and nutrient levels, neutral or slightly acidic pH, low to moderate dissolved humic substances, Sandgren, 1988;Kristiansen, 2005; Fig. 2), but many silica-scaled species are able to develop substantial population contributing even more than 85% of the total phytoplankton biomass (e.g. Synura uvella Ehrenberg, Kalinowska & Grabowska, 2016; Mallomonas caudata (Iwanoff) Ivanov, Hoffmann & Wille, 1992). These algae have been also described from mesotrophic and eutrophic lakes (with ~ 5-20% contribution to total biomass Sandgren, 1988) and temporary ditches (Péterfi et al., 1998). Though most of them are freshwater species, some of them are marine (Jeong et al., 2019) or capable of surviving in brackish environments (Němcová et al., 2016). They are not obligatory planktic algae; several taxa are abundant in benthic habitats, especially in mires and bogs (Douglas & Smol, 1995).
A remarkable feature of silica-scaled chrysophytes is their seasonality: some species appear in high amounts in the cold season (e.g. oxbow lakes, Kiss & Kristiansen, 1994;Péterfi et al., 2001) when photosynthesis of other algal groups is quite limited thus maintaining sufficient oxygen supply at Fig. 2 Typical habitats of silica-scaled chrysophytes situated in Hungary (a, forest lake in Pilis mountain) and in Romania (b, mountain lakes in South Carpathians) ecosystem level. Since global ecosystem models predict a decline in the dissolved oxygen inventory leading to serious consequences (Schmidtko et al., 2017), the autotrophic and mixotrophic silica-scaled species with their photosynthetic activity may also have an important role in supporting ecosystem services.
Besides the pelagic food web, the microbial loop also has an important role in ecosystem productivity (Sandgren et al., 1995), as well as in the biogeochemical cycles, since under some environmental scenarios the 40-60% of the carbon fixed by the phytoplankton is considered to flux through the heterotrophic bacterial community (Cole et al., 1988). Chrysophytes are also known to be major elements of the microbial loop in many aquatic ecosystems (Scoble & Cavalier-Smith, 2013) and their roles could be multifaceted due to their diverse nutrition types. For instance, extracellular release of dissolved organic carbon compounds by silica-scaled chrysophytes such as Mallomonas caudata can temporarily function as an important nutrient source for the heterotrophic bacterial community (Blaauboer et al., 1982). Apparently, bacteria can utilise algal excretion products, whilst zooplankton feeding on bacteria fuel a considerable amount of carbon flow. Furthermore, the colourless phagotrophic species (Paraphysomonas imperforata Takahashi) can feed on bacteria as well as on other phytoplankton species resulting in the complication of the food web, loss of energy and  (2011) organic matter (Goldman & Caron, 1985;Goldman & Dennett, 1990). Paraphysomonas may play a key role in transferring essential compounds (such as fatty acids, sterols) upgrading the food quality and improving carbon transfer efficiency as intermediary protists from primary producers to metazoan consumers (Park et al., 2003;Bec et al., 2006Bec et al., , 2010, moreover in the regeneration of nitrogen (Goldman & Caron, 1985;Dolan, 1997) and phosphorus (Andersen et al., 1986;Dolan, 1997). Finally, mixotrophic chrysophytes (e.g. Chrysosphaerella) have a competitive advantage in nutrient-poor and low-light environments (Cen et al., 2020) contributing more than 50% of the total phytoplankton biomass (Olrik, 1998), which is likely to advance under climate change (Vad et al., 2020). Their advantages are based on the fact that they can photosynthesize and also ingest bacteria or elements of phytoplankton for fulfilling their carbon, nitrogen and phosphorus demands (Goldman & Dennett, 1992;Unrein et al., 2007;Charvet et al., 2012;Terrado et al., 2017). Their phagotrophy might be supported by the flagella of the cells to move towards the prey (Sandgren et al., 1995). As a closely related subject to mixotrophy, foodweb studies involving chrysophytes are one of the most inspiring headings, both in freshwater and marine environments (Kristiansen & Škaloud, 2017;Vad et al., 2021;Cormier et al., 2022). Moreover, as an exciting supplement of nutrition mode studies, the molecular basis of nutritional diversification, accompanying pathway reduction and degradation of plastid structures help to understand the evolution of heterotrophy in chrysophytes (Beisser et al., 2017;Graupner et al., 2018;Kim et al., 2020).

Biogeochemical cycles
The most biotically widespread biomineral is silica (SiO 2 ·nH 2 O), being present in all eukaryotic supergroups (Marron et al., 2016;Hendry et al., 2018). This trait (silicon biomineralization) of algae can be found in Chrysophyceae, Dictyochophyceae, Bacillariophyceae, Bolidophyceae and Xanthophyceae among some others Graham et al., 2000;Kuwata et al., 2018). Their extensive use of Si (Marron et al., 2016) in aquatic ecosystems is a key driver of the global Sicycle, but each clade can have different contributions to it (e.g. Sandgren et al., 1995). Despite the fact that the ancient gene of silicic acid transport protein in chrysophycean algae have already been developed long before diatoms appeared (Likhoshway et al., 2008), chrysophytes seem to play only a minor part in the global silica cycle, contrary to diatoms (Sandgren et al., 1995). This is attributable to several reasons: (i) silicascaled chrysophytes have lower silicon content per cell and per unit surface than diatoms (Sandgren et al., 1995), and (ii) macroevolution of their morphology depends on the cost and benefits of silicification since scale formation can be achieved with minimal use of silica, and some silica-scaled chrysophytes (e.g. Synura and Paraphysomonas) can produce even completely scale-less, naked cells (Sandgren et al., 1995). Despite biogenic silica production is provided mainly by diatoms and the contribution of chrysophytes is minimal in the marine environments, they can be locally important sources of biogenic silica procession (Reid et al., 1991;Sandgren et al., 1995;Simpson & Volcani, 2012), and their contribution can be higher in freshwaters than in the sea (Officer & Ryther, 1980;Sandgren et al., 1995;Street-Perrott & Barker, 2008). In the future, climate change is predicted to influence marine phytoplankton (Riebesell, 2004), even to enhance the abundance of chrysophytes (Feng et al., 2009), which consequently may affect their role in the global Si-cycling.

Sediment formation
The Si coverage is characteristic for vegetative cells, but silica-scaled flagellates also form siliceous stomatocysts as resting stages (Sandgren et al., 1995). The silica structures of chrysophytes can dissolve in the water column leading to the re-cycling of silicon. In marine environments, the dissolution of silica structures is almost complete, and only 2% or less can reach the sediment surface where it can be preserved in fossil deposits and may become lithified to form rocks. In freshwaters, this percentage could be higher (Leadbeater, 1986), but it depends on a number of environmental variables (reviewed by Sandgren et al., 1995). Furthermore, silica particles can be grazed by zooplankton which can also accelerate descent to the benthos through the faecal pellets (Sandgren et al., 1995). Chrysophytes remains can be deposited in great abundance and preserve well in certain types of lacustrine sediments where they contribute significantly to sedimentary biosilica content (Fig. 3). Chrysopel is the name of the sediment type that is extremely rich in Chrysophytes microfossils. Furthermore, stomatocysts can act as a microreactor in which the conditions favour fossil pyritization leading to the formation of iron sulphides (Bogush et al., 2013;Zhang et al., 2016).

Regulating services
Air quality maintenance Phytoplankton is known to contribute significantly to the absorption of global annual CO 2 emission (about 20-35%, Khatiwala et al., 2009;Naselli-Flores & Padisák, 2022). Autotrophic silica-scaled chrysophytes have special physiological characteristics, such as lacking CO 2 concentrating mechanisms (CCM) and external carbonic anhydrase (CA). These features make them successful in from oligo-to slightly eutrophic ecosystems associated with low pH where they can be typical elements of phytoplankton and even may dominate. In such ecosystems, they have an important role in the global absorption process by passive diffusion of CO 2 (Saxby- Rouen et al., 1998;Bhatti & Colman, 2005Maberly et al., 2009).
Though the oxygen exchange between air and water surface is a slow process and depends on many parameters (e.g. temperature, partial pressures; Wetzel, 2001), silica-scaled chrysophytes can contribute to the oxygen content of the air by the production of significant-amount oxygen as a result of their photosynthetic activity (see details in supporting services).

Climate regulation
Chrysophytes can take part directly in climate regulation via Si-cycle. Silicon is considered as a bioessential element, and the silica cycle plays an important role in the sequestration of carbon by the ocean's biological pump, and in long term global climate regulation (Tréguer et al., 2021). The global oceanic Si-cycle has evolved through geologic time primarily due to the uptake of dissolved Si and subsequent biomineralization by silicifiers. Biogeochemically, traditionally and ecologically, diatoms are considered to be the most important silicifiers in contemporal marine ecosystems along with radiolarians, silicoflagellates and siliceous sponges (Sutton et al., 2018), whilst some less-known group like Bolidophyceae (< 1% in marine phytoplankton) and chrysophytes must also be taken into consideration.

Biological control
None of the silica-scaled chrysophyte species are considered as toxin-producing or HAB (Harmful Algal Bloom) species, but they can produce and release metabolites affecting many ecosystem services. First to mention are volatile organic compounds (VOCs), which are considered to be beneficial or essential to many food web processes (Arts et al., 2001). VOCs can pose negative effects on grazers resulting in modification of food web dynamics (Jüttner, 2001) and the consequent nutrient cycling. They may have allelopathic effects on other algal species or antimicrobial and/or fungicidal activities (reviewed by Watson et al., 2001b). Further and deeper research of these allelopathic effects may be a critical step in the field of water management, since the natural algicides and biomaterials provide good alternatives of chemical treatments (e.g. Lee et al., 2017). Such allelopathic interaction was shown for Synura, which inhibited Chrysochromulina and prevented its toxic blooms (Sandgren et al., 1995). Synura uvella produces a large number of excreted compounds (e.g. alcohols, ketones, aldehydes, and non-carotenoids, Jüttner, 1981) some of which can influence growth of other algae like Dolichospermum, Synechococcus, Nannochloris and Cyanidium (Jüttner, 1979). Furthermore, heterotrophic nanoflagellates, such as Paraphysomonas, have an important role in controlling the populations of toxic Microcystis aeruginosa Fig. 3 Chrysopel: lacustrine sediment where chrysophytes were deposited in a great amount (C: cysts, D: diatoms). Lake Gales (South Carpathians, Romania, 178 cm depth in Gales3 core, Buczkó et al., 2018) (Kützing) Kützing by its effective grazing (Yan et al., 2009).
However, vica versa, there are also a number of known cases that algicides were shown to be effective against silica-scaled chrysophytes. For example, the dinoflagellate Peridinium aciculiferum Lemmermann, barley (Hordeum vulgare Linné) and rice straw extract negatively impacted Synura petersenii (Ferrier et al., 2005;Rengefors & Legrand, 2007;Rajabi Islami, 2010). These interspecific interactions offer a good method for mitigating water supply problems caused by chrysophytes, such as taste and odour events (see more details in the chapter of cultural services).

Water purification
Algae provide powerful techniques for bioremediation purposes (Kaplan et al., 1988;Sen et al., 2013). Among silica-scaled chrysophytes, Synura is shown to produce exopolysaccharide compounds that complex copper and lead thus reducing their availability and toxicity for other aquatic organisms (Lombardi & Vieira, 1998). Paraphysomonas can be effective in the biologically mediated regeneration and recycling process of Fe, Zn, Th and Mn playing a role in their biogeochemical cycles (Hutchins & Bruland, 1994;Barbeau et al., 2001). Synura petersenii and Mallomonas caudata have high capacity for removal of nitrogen and phosphorus, which can be useful in water treatment management (Stevčić et al., 2019).
Seas, oceans and coastal zones are highly susceptible to pollution by crude oil (such as petroleum), which represents a serious threat for the biota (McGenity et al., 2012). The biodegradation of crude oil to carbon dioxide and water is the major process in the remediation of the polluted environments, which can be significantly affected by silica-scaled chrysophytes. The dynamics of phagotrophic chrysophytes, such as Paraphysomonas foraminifera I.A.N. Lucas, should be taken into account, since it can effectively grow and graze on hydrocarbonoclastic bacterial cells in crude-oil polluted environments (Kormas et al., 2007;Dalby et al., 2008). This relation can have an effect on the biodegradation of oil pollution, but future works are highly needed to identify the real role of these eukaryotes in bioremediation processes and their usage in water management practices.

Environmental monitoring
Though environmental monitoring as ecosystem service is not mentioned by the MEA (2003MEA ( , 2005, silica-scaled chrysophytes can be directly used to indicate environmental conditions, which could be a very useful and important feature. Therefore, environmental monitoring was additionally considered here as a further possible provisioning service such as it was concluded and used by others, too (e.g. Vaughn, 2018;Thomaz, 2021;B-Béres et al., 2022).
Micro-organisms are suggested to have distributional patterns similar to found for higher plants or animals: local/regional, ecological (climatic), historical conditions (Foissner, 2006). Regarding the local/ regional patterns, a variety of environmental variables can be driving factors in the development and distribution of silica-scaled chrysophytes, such as geographical distance, anthropogenic pollutants (e.g. petroleum products, surfactants), pH, conductivity, trophic state, temperature, transparency, colour, concentration of carbon dioxide, magnesium ions and total iron (e.g. Sandgren et al., 1995;Kristiansen, 2005;Bessudova et al., 2021). Many silica-scaled chrysophytes have characteristic occurrence ranges or narrow ecological demand and are sensitive to a variety of environmental factors (Siver & Hamer, 1992;Siver & Smol, 1993;Siver, 2012), which make them excellent bioindicators for monitoring ecological status of freshwaters (Sandgren et al., 1995;Sagova-Mareckova et al., 2021). Thus, on the basis of the compositional changes of their assemblages the ecological status and its changes can be deduced (Sandgren et al., 1995;Němcová et al., 2016), but even the appearance/disappearance of one species alone can have indicator value (Hickel & Maass, 1989;Sandgren et al., 1995;Gensemer & Playle, 1999;Kristiansen, 2005). They can also be ideal organisms for evaluating the effects of different environmental stressors, like industrial pollutants (e.g. aluminium or silver ions from everyday consumer products, antibacterial medical applications, herbicides), which enter the aquatic food-webs, effect its architecture by bioaccumulation, and consequently the stability of the ecosystem (Dixit et al., 1989;Bock et al., 2014). For instance, Mallomonas sp. was found to be negatively affected by high concentrations of atrazine and the seasonal bloom of this taxon can be prevented this way (Jüttner et al., 1995), but the effect on biological interactions cannot be ignored in this context since they may lead to controversial results (DeNoyelles et al., 1982).
Geographic distribution of silica-scaled flagellates also provides an option for bioindication due the correct knowledge of their silica ultrastructure (Kristiansen, 2005). As regard of their global distribution, the moderate endemic model was confirmed (Gusev & Martynenko, 2022), and many species have well defined geographic distribution types Kristiansen & Vigna, 1996;Kristiansen, 2001a, b) Kristiansen, 2002), etc. However, the distribution type of a species can be changed due to increasing amount of available floristic data (e.g. in Kristiansen, 2005;Ma et al., 2012) or revealing of hidden cryptic diversity by molecular investigations (Kim et al., 2007;Boo et al., 2010;Kynčlová et al., 2010;Škaloud et al., 2013a).
Although the distribution of silica-scaled chrysophytes was shown to be a space-driven pattern (Siver & Lott, 2012) the process of their dispersal remained poorly understood (Boo et al, 2010). Historical conditions (e.g. glaciations, continent movements, Boo et al., 2010;Bessudova et al., 2021), age of the species (Foissner, 2006) are favoured as explanations for dispersal. Cysts are also assumed to serve as dispersal vehicles, but their different properties (such as the ability to production of cysts or their viability, Kristiansen, 2005;Foissner, 2006) and historical conditions (e.g. lack of glaciation) can highly determine the geographical distribution of species. For example, higher frequency of endemics can be found in tropical than temperate regions (Foissner, 2006). Regarding further dispersal vectors suggested for protists (reviewed by Foissner, 2006), wind and animals seemed to be ineffective colonisation vectors in case of some Synura lineage (Boo et al., 2010) and cysts (Kristiansen, 2005). However, chrysophytes can reflect efficient dispersal especially by long-distance avian vectors (Padisák et al., 2016), and the distributional patterns of some species were tried to be explained by migration routes of birds (e.g. Wee et al., 1994;Péterfi & Momeu, 1996;Kristiansen & Vigna, 1996). In the discussion of dispersal mechanisms, the role of human activities have been largely ignored (Foissner, 2006) despite some explored examples (e.g. ballast water, Nicholls, 2001;plankton nets, Wejnerowski et al, 2022).
The changes in the distribution patterns of silicascaled chrysophyte species may indicate climate change processes. For instance, the tropical influence on the northeast freshwater environments of Argentina has already been confirmed (Vigna & Siver, 2003). As a further example, pantropic species (e.g. M. bangladeshica, M. stellata Croberg, M. peronoides (K. Harris) Momeu & Péterfi) found in sediment cores at higher latitudes allow for reconstruction of community changes during historical climate warming periods (Siver & Wolfe, 2009) since most climate models predict shifts towards higher latitudes for these species. However, such a monitoring would need checking the silica-scaled chrysophyte flora with a frequency of a few years.
Despite being good bioindicators, silica-scaled chrysophytes are rarely used in the routine or sporadic monitoring programs where the light microscopy is the currently most widely applied equipment, whilst their accurate identification requests genetic tools or electron microscopy (transmission [TEM] and scanning electron [SEM]) analyses (Kristiansen, 2005). In contrast, chrysophytes cysts, despite their precise taxonomic affiliations have not been resolved, are among the most important and widely used biological proxies in paleolimnology along with diatoms, ostracods, Cladocera and chironomids. All chrysophytes are believed to produce siliceous resting stages (Duff et al., 1995), which are also known as stomatocysts or simply cysts. The number of their described morphotypes is over 800. Cysts are more resistant to dissolution than chrysophyte scales and spines, preserve well in sediments, therefore, they have high paleolimnological potential in environmental reconstruction (e.g. Duff et al., 1995;Vorobyova et al., 1996;Kamenik et al., 2001;Pla, 2001;Wilkinson et al., 2001;Kamenik & Schmidt, 2005;Pla & Catalan, 2005;Huber et al., 2009;Simmatis et al., 2022). Stomatocyst assemblages provide a sensitive biotic proxy of pH and salinity (Facher & Schmidt, 1996;Pla et al., 2003;Pla & Anderson, 2005), and particularly, they have been used to reconstruct cold-season climate variability (e.g. Huber et al., 2009;de Jong & Kamenik, 2011;Pla˗Rabés & Catalan, 2011;de Jong et al., 2013). Chrysophycean stomatocysts are proven to be a useful and unique proxy for assessing the ice cover changes, lake mixing (Kamenik & Schmidt, 2005) and seasonality linked to lake stratification patterns (Pla˗Rabés & Catalan, 2011). In Alpine lakes, for example, variations in stomatocyst assemblages have been found to co-vary with the time of spring thaw (Kamenik & Schmidt, 2005). In lakes in southwest Greenland, chrysophytes cysts show a strong relationship with some geographic and conductivity gradients (Pla & Anderson, 2005). Their unique potential is that stomatocysts as proxy are among the few biological proxies, which provide a basis for reconstructing former winter temperatures (de Jong & Kamenik, 2011). Moreover, they also appear to be influenced by seasonal changes in lake temperature (Pla-Rabés & Catalan, 2011. Cysts proved to be a key proxy for monitoring the response of lake systems to the ongoing global warming (e.g. Betts-Piper et al., 2004;Buczkó et al., 2018). The relationships between chrysophyte cysts and changes in meteorological conditions was tested and validated by Szczerba et al. (2021). But we must bear in mind during the evaluation of results that not only silica-scaled chrysophytes produce stomatocytes, but also chrysophytes belonging to non-scaled lineage (Bazhenova & Igoshkina 2020).
Due to their simplicity, an index of chrysophyte stomatocysts relative to diatom frustules is often used as a proxy in paleolimnology. The ratio of cysts and diatoms is expressed as a percentage, C:D% (Smol, 1985;Zeeb & Smol, 2002). A decrease in this ratio has been reported in some studies to accompany increased levels of metal contamination (Cattaneo et al., 2011;Chen et al., 2014), and it is a sensitive climate proxy (Soróczki˗Pintér et al., 2014). For the accuracy it must be mentioned that chrysophytes can be represented in a sedimentary record by not only of their cysts, but also as "disarticulated" scales, bristles and spines produced by members of the Synurales and some Chrysophyceae, but their use as biotic proxy was proved less effective than application of cysts (Duff et al., 1995).

Biochemicals
Microalgae are an important resource of biotechnology and nanotechnology in many ways (e.g. Khalid, 2020) as they are valuable and eco-friendly sources of a variety of bioactive compounds (e.g. vitamins, proteins, lipids, carbohydrates, fatty acids, sterols, photosynthetic pigments, etc.). These compounds have a wide range of applications by humans including food supplements, cosmetics, and pharmaceuticals (Kainz et al., 2009;Sathasivam & Ki, 2018). The practical use of silica-scaled chrysophytes is mainly restricted to the laboratory despite there is plenty of potential industrial opportunities.
Chrysophytes in aquacultures can serve as food for bivalves with high estimated market value (Benemann et al., 1987). Mallomonas spp. and Paraphysomonas spp. produce important bioactive compounds, such as PUFAs (polyunsaturated fatty acids), which increase their nutritional value (Cranwell et al., 1988) and consequently provide a good food source for zooplankton both in quantity and the quality (Bec et al., 2010;Strandberg et al., 2015).
Synura petersenii produces sterols (β-sitosterol and cholesterol, Collins & Kalnins, 1969), as well as Paraphysomonas can also synthesise such compounds de novo (Bec et al. 2006), which can serve as food for grazers, precursors for vitamin D and a multitude of naturally occurring steroid hormones (Kainz et al., 2009). The polysaccharide produced by Synura consists of neutral sugars such as mannose, xylose, and rhamnose (up to 50% of the total polysaccharide composition), and it has a relatively high protein content (Lombardi & Vieira, 1998). Additionally, chrysophyte biomass provides high amounts of hydrocarbons. A significant lipid content was shown in Mallomonas splendens (G.S.West) Playfair (Cooper et al., 2010), hence suitable bio-oil extraction to produce liquid fuels (Yang et al., 2014).
Carotenoids can be used for improving food quality and their demand in the global market increased from ~ 1.24 billion USD in 2016 to ~ 1.53 billion USD in 2021 (web2). In general, the major types of carotenoids used commercially in the global market are astaxanthin, β-carotene, lutein, canthaxanthin, lycopene, and zeaxanthin (Sathasivam & Ki, 2018). Mallomonas sp. can produce fucoxanthin in significant amounts (26.6 mg g −1 dry weight), which have antiobesity and anti-oxidant property making fucoxanthin to be very promising compound for commercial production (Petrushkina et al., 2017). Furthermore, Mallomonas sp. could also be an important source of β-carotene (Péterfi & Momeu, 2009) with potential use in the human healthcare and cosmetics industry (Bogacz-Radomska & Harasym, 2018).
Paraphysomonas vestita (A.Stokes) De Saedeleer have MGDGs (monogalactosyldiacylglycerols), SQD (sulfoquinovosyldiacylglycerols), whilst Synurales have only MGDG genes. These compounds have important biological properties: MGDGs in antiinflammatory and anti-cancer activities, SQDGs in immunostimulatory activities and inhibition of the enzyme glutaminyl cyclase involved in Alzheimer disease (Riccio et al., 2020). These species can provide possible biotechnological applications to produce bioactive lipids.
Chrysophytes are among the "cold algae" as most species dominate in cold, even extremely cold regions (Arctic, Antarctic, mountainous regions, Varshney et al., 2015) or they can bloom in low temperature periods (Cen et al., 2020). Their cold resistance could be affiliated with their polyunsaturated fatty acid production (PUFA) such as it was found in case of marine chryptophytes (Peltomaa et al., 2018). PUFA is generally known to have antifreeze properties (Alcaíno et al., 2015) and ensures the fluidity of the cell membranes lowering its melting point (Brunton & Collins, 2007). This special extremophile feature is a further potential in biotechnology (Varshney et al., 2015), e.g. as ingredients for nutraceuticals (Peltomaa et al., 2018).
Biosilica also provides inspiration in biological materials science (Wysokowski et al., 2018). Despite the silica scales of chrysophytes are made of an identical chemical compound as the frustules of diatoms and have high application potential, their use in nanotechnologies has been in the early stages of research and far behind that of diatoms' (reviewed by Kratošová et al., 2013). Two studies showed the extensive potential of Mallomonas kalinae Řezáčová for metal nanoparticle biosynthesis with possible utilisation in a multitude of applications (Kratošová et al., 2013;Holišová et al., 2019). Biominerals of Synura petersenii and Mallomonas caudata and their subsequent conversion into elemental silicon via magnesiothermic conversion route (Petrack et al., 2014) is of potential interest for catalytic, biochemical, electronic and thermal applications, as well as the use in lithium batteries (Sandhage et al., 2002;Xing et al., 2013).

Genetic resources
Since the first study focusing on DNA sequences of silica-scaled chrysophytes was published only in the early 1990s (Ariztia et al., 1991), molecular-based research of silica-scaled chrysophytes has started to develop only recently. These investigations are based on nuclear and plastid gene sequencing techniques and are targeted recently on phylogenetic and evolutionary relationships (e.g. Andersen, 2007;Jo et al., 2013;Škaloud et al., 2013a;Bock et al., 2017;Čertnerová et al., 2019). Regarding practical application the small subunit (SSU) rRNA gene was used and proved to be appropriate for measuring abundance of Paraphysomonas with fluorescent oligonucleotide rDNA probes (Lim et al., 1999;Rice et al., 1997). Furthermore, understanding the mechanisms that silica-scaled chrysophytes utilise to produce their silica structures may also provide a good opportunity for their nanotechnological applicability. In this area, Schultz et al. (2001) detected an SP41 protein and its encoding cDNA, which plays a role in morphogenesis and/or silicification of Mallomonas splendens.
Our genetic information about silica-scaled chrysophytes has been poor since many genera remained uncharacterized (e.g. Spiniferomonas). The published sequences are related to only a small portion of species (Škaloud et al., 2013a), and only five species (Mallomonas splendens, Neotessella volvocina, Synura petersenii, S. sphagnicola (Korshikov) Korshikov, S. uvella) have their complete plastid genome sequences explored  and only one detailed transcriptomic analysis was performed investigating the trophic mode of one Synura species (Beisser et al., 2017).

Knowledge system
Only one on-line database (https:// chrys ophyt es. eu/) was established in order to collect records dealing with the European silica-scaled chrysophytes (Škaloud et al., 2013b). The database consists of geographical coordinates, distribution map, distribution frequencies (along temperature, pH and conductivity gradients), references, as well as microphotographs (TEM, SEM, light microscope [LM]). At the moment, based on more than 7500 entries, the database provides information on 204 species and intraspecific taxa, which significantly contribute to our knowledge.
No available world-wide database has exist about the distribution of silica-scaled chrysophytes, but the AlgaeBase system (Guiry & Guiry, 2022) can provide information about the whole group of algae, including "Detailed distribution with sources" and "Key references" as their slogan signs: "Listing the World's Algae".

Summary and conclusions
Due to the required special identification facilities (high quality LM, SEM, TEM) silica-scaled chrysophytes have been a poorly studied group of algae in many fields of research. Despite these difficulties, the existing information highlights their great ecological value. They are involved altogether in 14 ecosystem services (13 defined by MEA 2003MEA , 2005; and another one), and can also have further powerful opportunities. The deficiency roots in the fact that very little information is available from a major part of the group, which is restricted almost exclusively to floristic data (e.g. Chrysosphaerella, Spiniferomonas, Polylepidomonas). Their detailed research would mainly need physiological tests, but they are difficult to grow in culture due to their trophic requirements or special needs for growth conditions (Bhatti & Colman 2005;Kristiansen & Škaloud, 2017). However, there are a few species that have been better studied and used as model species (e.g. Paraphysomonas vestita, P. imperforata, Synura petersenii). So far, not all of silica-scaled species, even genera, have been investigated in detail at molecular level resulting only in a few available genomic and transcriptomic information. However, silica-scaled chrysophytes can be considered important genetic resources, since they can produce many important bioactive compounds (e.g. silica structures, carotenoids, allelopathic VOCs), thus their detailed investigation will be very useful, for instance, for genetic engineering studies, increasingly evolving nanotechnology and "green" water management technology.
Acknowledgements TEM studies were mainly performed at Nanolab, the electron microscopy laboratory of the University of Pannonia. We thank the National Research, Development and Innovation Office and Széchenyi Plan Plus program for the supports.
Author contributions EL and KB designed the structure of the paper, wrote parts and organised the cooperation among the other co-authors. SB, DL, JP and CSK wrote sections of this paper and participated actively in its modifications, corrections, and improvements.
Funding Open access funding was provided by University of Pannonia. This study and its authors were supported by the National Research, Development and Innovation Office through the following NKFIH projects: K137950 (CSK), K119208 (KB) and KKP 144068 (JP, CSK, EL). The research presented in the article was carried out within the framework of the Széchenyi Plan Plus program with the support of the RRF 2.3.1 21 2022 00008 project (JP, CSK, DL, EL).
Data availability Data sharing not applicable to this article as no datasets were generated or analysed during the current study.

Conflict of interest
The co-author Judit Padisák is an associate editor of the Hydrobiologia, moreover she is a guest editor for this special volume ("Ecosystem services"). Therefore, she cannot participate in processing this paper.

Ethical approval N.A.
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