Fungal species exhibit diverse behaviors when presented with extracellular challenges. Pathogenic fungi can undergo cell differentiation and biofilm formation in response to fluctuating nutrient levels, and these responses are required for virulence. In the model fungal eukaryote Saccharomyces cerevisiae, nutrient limitation induces filamentous growth and biofilm/mat formation. Both responses require the same signal transduction (MAPK) pathway and the same cell adhesion molecule (Flo11) but have been studied under different conditions. We found that filamentous growth and mat formation are aspects of a related response that is regulated by the MAPK pathway. Cells in yeast-form mats differentiated into pseudohyphae in response to nutrient limitation. The MAPK pathway regulated mat expansion (in the plane of the XY-axis) and substrate invasion (downward in the plane of the Z-axis), which optimized the mat's response to extracellular nutrient levels. The MAPK pathway also regulated an upward growth pattern (in the plane of the Z-axis) in response to nutrient limitation and changes in surface rigidity. Upward growth allowed for another level of mat responsiveness and resembled a type of colonial chemorepulsion. Together our results show that signaling pathways play critical roles in regulating social behaviors in which fungal cells participate. Signaling pathways may regulate similar processes in pathogens, whose highly nuanced responses are required for virulence.
Citation: Karunanithi S, Joshi J, Chavel C, Birkaya B, Grell L, et al. (2012) Regulation of Mat Responses by a Differentiation MAPK Pathway in Saccharomyces cerevisiae. PLoS ONE 7(4): e32294. doi:10.1371/journal.pone.0032294
Editor: Kirsten Nielsen, University of Minnesota, United States of America
Received: November 17, 2011; Accepted: January 24, 2012; Published: April 4, 2012
Copyright: © 2012 Karunanithi et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: Funding was provided by the National Institutes of Health (1R03DE018425-01, GM098629, and DE018425) and the American Cancer Society (TBE-114083). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Microbial species are single-celled organisms that typically grow and divide independently of other cells. In many species, congregations of microbial cells, called mats or biofilms, can adhere to surfaces and each other in specialized structures. A biofilm can be defined as the growth of a mat of microbial cells whose expansion or architecture is regulated by cellular decision-making pathways and cell adhesion molecules . Biofilms can produce an extracellular matrix that contains polysaccharides, proteins and DNA . Cells in a biofilm can undergo cell differentiation , communicate with other cells (quorum sensing, ), and regulate the growth of the mat . These complex properties resemble in some ways the behaviors of multi-cellular organisms, and such “community living” is thought to provide a selective advantage to its members. For example, cells in a biofilm can be protected from extracellular stresses such as anti-microbial agents. Indeed, a new and complex picture of social evolution is emerging in microbial species , which is revolutionizing the otherwise simplistic view of a microbial “colony”.
Biofilms formed by pathogens are an important part of the threat posed by nosocomial infections. The major human fungal pathogen Candida albicans can grow in biofilms, which facilitates adherence to medical devices . Candidal biofilms are complex spatiotemporally regulated structures  that consist of different cell types, including yeast, hyphal, and pseudohyphal forms , . The cellular differentiation to filamentous growth in C. albicans and other pathogens occurs in response to nutrient limitation and other cues , , , ,  and is itself required for virulence . Hyphae contribute to the formation of biofilms in C. albicans ,  and Candida parapilosis . In C. albicans, The Cek1 mitogen activated protein kinase (MAPK) pathway is one of the several pathways that controls hyphal development  although its role in biofilm formation has not been as clearly established . Likewise, in C. parapilosis, the cell-wall integrity MAPK Mkc1 is required for hyphal development and plays a role in biofim formation . Among the changes regulated by signaling pathways is transcriptional regulation of genes that encode cell adhesion molecules ,  like Als3 , which promote the adherence of cells to other cells and to surfaces.
The budding yeast Saccharomyces cerevisiae provides an attractive system to understand the genetic basis of fungal foraging behaviors. In response to nutrient limitation, S. cerevisiae can undergo filamentous growth, in which cells form pseudohyphae that invade into substrates . S. cerevisiae can also form highly structured mats that adhere to agar and plastic surfaces . Several findings suggest that filamentous growth and mat formation might be related in S. cerevisiae. Both responses share some of the same regulatory proteins, including Rim101 , , Opi1 , Ras2 , Yak1 , and Flo8 . Both responses occur in response to nutrient limitation, including the dimorphic switch to pseudohyphae and the expansion and architecture of mats, characterized by a central hub and radiating spokes , . Both responses are also thought to require the same signal transduction pathway, a MAPK pathway commonly referred to as the filamentous growth pathway , , , . The filamentous growth pathway is controlled by the signaling mucin Msb2 , the cell-surface tetraspan protein Sho1 , , the Rho-GTPase Cdc42 and p21 activated kinase (PAK) Ste20 , , and a MAPK cascade that controls the activity of two transcription factors (Ste12 and Tec1, , , ). The filamentous growth pathway regulates the expression of many genes, including the major yeast cell adhesion molecule, Flo11, which is required for both filamentous growth , ,  and mat expansion .
Under what conditions filamentous growth and mat formation may occur together in S.cerevisiae, and how they might be co-regulated, is not clear. One reason for this gap in understanding is that filamentous growth and mat formation have been studied under different conditions , . Mat formation is studied on low-agar medium (YEPD+0.3% agar, ), in which mats expand on the surface in the plane of the XY-axis. Filamentous growth, on the other hand, is typically studied on standard agar medium (YEPD+2% agar, ) to assess the cells invading downward in the plane of the Z-axis. In the few cases that have been examined, cells in mats are mainly in the yeast-form cell type . Some genes like vacuolar protein sorting genes  and HSP70  are specifically required for mat formation but not filamentous growth, which also suggests that the two responses have distinct genetic requirements.
In this study we address the relationship between filamentous growth and mat formation in S. cerevisiae. We show that filamentous growth and mat formation are part of an integrated behavior that is regulated by the MAPK pathway. Specifically, “filamentous mats” form under nutrient-limiting conditions, which exhibit characteristic mat properties (XY-axis expansion on semi-solid media and adherence to plastic) and filamentation responses (cell elongation, unipolar budding and invasive growth). Yeast mats also undergo an upward growth pattern that is regulated by the MAPK pathway. This growth pattern allows mats to establish boundaries with neighboring mats in a MAPK-dependent manner. Our study fills an important gap in understanding the regulation of nutritional foraging responses in S. cerevisiae and may generally extend to mat regulation in other fungal species including pathogens.
S. cerevisiae Forms Filamentous Mats
To investigate the potential relationship between filamentous growth and mat formation, conditions were examined in which the two responses might coexist. Nutrient limitation induces filamentous growth , , and therefore mat formation was examined under nutrient-limiting conditions. Mats that formed in glucose-limiting conditions had a strikingly different appearance than mats that formed in glucose-rich conditions (Fig. 1A). Specifically, mats grown on glucose-limited media had a highly patterned periphery, with ruffled projections occurring at mat boundaries [Fig. 1A, YEP (0.3% agar)]. Microscopic examination showed the presence of filamentous cells along the periphery of mats grown in glucose-limited media [Fig. 1B, YEP (0.3% agar), arrows]. In contrast, mats grown in high-glucose media showed smooth perimeters [Fig. 1A, YEPD (0.3% agar)], which were composed of yeast-form cells [Fig. 1B, YEPD (0.3% agar)], as previously reported . The single-cell invasive growth assay  showed that mats originating on high-glucose media were composed of yeast-form cells (Fig. 1, C and D, for both synthetic SCD media and YEPD, respectively), whereas mats that formed on glucose-limiting media were composed mostly of filamentous cells (Fig. 1, C and D, SC and YEP, respectively). Therefore, S. cerevisiae can form mats that contain different cell types.
A) Wild-type cells (PC313) were spotted 2 cm apart onto 0.3% agar media that contained (YEPD; top panel) or lacked (YEP; bottom panel) glucose. The YEPD plate was incubated for 4 days and photographed; the YEP plate for 15 days. Bar = 1 cm. B) Microscopic examination of perimeters of mats in 1A. Bar = 100 microns. C) The origin of filamentous mats. Wild type (PC538) cells were examined on synthetic medium either containing 2% glucose (SCD) or lacking glucose (SC) in 0.3% agar medium for 24 h at 30°C. A compiled Z-stack rendering of typical microcolonies are shown. Bar = 20 microns. D) Same strains in 1C were examined on rich medium either containing 2% glucose (YEPD) or lacking glucose (YEP) in 0.3% agar. A representative microscopic image is shown. Bar = 10 microns. E) Vegetative mats mature into filamentous mats over time as nutrients become limiting. Two mats of wild type (PC313) strain were spotted bilaterally (1.5 cm apart) on YEPD and YEP media (+0.2% galactose) containing 0.3% agar media. The number of filaments occurring along the circumference of mats was scored on a scale of 1, 2, or 3 dots at 20× magnification corresponding to 3, 6, or 9 filaments or greater, respectively. Dots were plotted on a circle representing the outline of one of the mats with right hemispheres corresponding to the side of the mat facing a second mat. Asymmetric filamentation observed in the right hemisphere of 2d, Glu can possibly result from nutritional stress compounded by nutrient depletion from adjacent mats. Filamentation was monitored and plotted after growth for 1, 2, 3, and 4 days. Quantitation of pseudohyphae was complicated at longer time points when biofilms began to variegate . Bar = 1 cm.
In mats, yeast-form cells might differentiate into filamentous-form cells as nutrients become limiting. To test this possibility, mat perimeters were examined over time. In nutrient-rich conditions at early time points, mat perimeters were composed of yeast-form cells [(Fig. 1E, YEPD, 1d few/no filamentous cells (dots) on the mat surface (circle)]. Over time, mat perimeters became populated with filamentous cells (Fig. 1E, YEPD, 2d, 3d, and 4d, more dots). In contrast, mats that formed under nutrient-limiting conditions were composed of filamentous cells at early time points (Fig. 1E, YEP, 1d). Under both conditions, the filamentous cells along mat perimeters increased over time (Fig. 1E), presumably as nutrients became depleted. The data indicate that yeast-form mats mature into filamentous mats as nutrient levels decline. Filamentous growth allows the invasion into substrates . A practical limitation to studying invasive growth of mats is that cells on low-agar media cannot be washed off of plates without disrupting the agar matrix. We performed the plate-washing assay on chilled (4°C for 30 min) 0.3% agar plates to maintain the integrity of the agar matrix, which showed that mats grown on low-agar media exhibit invasive growth (Fig. S1; and Fig. 2G, below). The invasive scar left by mats had characteristics of mat surface growth, including the central hub and radial spoke pattern. Microscopic examination showed that the invaded cells were a mixture of yeast and filamentous-form cells (data not shown). Therefore, mat formation and filamentous growth are aspects of an integrated nutrient-dependent foraging response.
A) Microscopic examination of mat perimeters grown on YEP 0.3% agar medium; top panel, wild-type cells (PC313), bottom panel ste20Δ mutant (PC549). Bar = 50 µM. B) The formation of pseudohyphae in filamentous mats is dependent on the MAPK pathway. Wild type (PC538) and the ste12Δ (PC539) mutant were spotted onto synthetic media (lacking glucose) in 0.3% agar medium for 24 h at 30°C. A compiled Z-stack rendering of typical microcolonies are shown. Bar = 10 microns. C) Same strains in 2B were examined on rich medium lacking glucose (YEP) in 0.3% agar. A representative microscopic image is shown. Bar = 10 microns. D) Genetic analysis of the roles of the MAPK pathway and Flo11 in mat formation. Cells of the indicated genetic backgrounds were spotted onto YEPD media (0.3% agar) for 4 days and a representative mat was photographed. Bar = 1 cm. E) Quantitation of the surface area of the mats in D. Mats were spotted in duplicate; error bars represent the average of two separate trials. F) Plate-washing assay of cells overexpressing MSB2 and FLO11 in various genetic backgrounds. Cells were spotted onto YEPGAL and incubated for 2d and 4d. The plate was photographed, washed, and photographed again. At right, a photograph of the plate taken at a 45° angle. G) Role of hyperactive MAPK pathway in regulating filamentous mats. Wild-type (PC538), ste12Δ (PC2382), dig1Δ (PC3039), were spotted onto YEPD media (0.3% agar) and grown at 30°C. Plates were photographed after 4d, cooled to 4°C for 30 min, washed and photographed again to reveal increase in invasion inhibits mat expansion. Bar = 1 cm.
The Filamentous Growth Pathway Regulates Filamentous Mat Expansion
The filamentous growth pathway might regulate the formation of filamentous cells in mats. The filamentous growth pathway was required for filament formation at the perimeter of mats grown on glucose-limited (YEP) medium (Fig. 2A, ste20Δ). The filamentous growth pathway was also required for the formation of pseudohyphae in mat microcolonies (Fig. 2, B and C, ste12Δ). The ste20Δ, ste12Δ, and other MAPK mutants showed similar phenotypes. Accordingly, the filamentous growth pathway (ste12Δ) and its target Flo11 , ,  were required for the invasive growth of mats (Fig. S1A).
The filamentous growth pathway is also thought to regulate mat formation, although its role in this process has not been fully investigated. We confirmed that the filamentous growth pathway is required for mat expansion (ste12Δ; Fig. 2D). Quantitation of mat area showed that the mat expansion defect of a flo11Δ mutant was similar to the ste12Δ single mutant and flo11Δ ste12Δ double mutant (Fig. 2E). Similarly, MAPK-dependent invasive growth required Flo11 (Fig. 2F). Specifically, overexpression of MSB2, which activates the filamentous growth pathway , stimulated agar invasion (Fig. 2F; GAL-MSB2) primarily through Flo11 (Fig. 2F; GAL-MSB2 flo11Δ). Some Flo11-independent agar invasion was observed (compare msb2Δ and flo11Δ single mutants to the msb2Δ flo11Δ double mutant, and the GAL-MSB2 mutant to the GAL-MSB2 flo11Δ mutant) which might result from Flo11-independent aspects of invasive growth [such as unipolar budding and cell elongation ]. Overexpression of FLO11 induced hyperinvasive growth (Fig. 2F; GAL-FLO11) that was independent of the MAPK pathway (Fig. 2F; GAL-FLO11 msb2Δ), in line with the idea that FLO11 is a downstream target and a major regulator of the response .
We previously showed that modulating Flo11 adherence functions can optimize invasive growth and mat expansion, rather than maximize either response . For example, increasing the ratio of cell-associated to shed Flo11 caused hyperinvasive growth while restricting mat expansion . Given that the MAPK pathway regulates FLO11 expression , , , we hypothesized that the MAPK pathway might similarly regulate mat expansion and invasive growth to optimize nutritional foraging. Consistent with this possibility, hyper-activation of the filamentous growth pathway, for example in cells lacking the transcriptional repressor Dig1 , , induced hyper-invasive growth (Washed dig1Δ, Fig. 2G) while inhibiting mat expansion (YEPD dig1Δ, Fig. 2G). Other mutants that hyper-activated the pathway showed a similar pattern (data not shown). Therefore, the filamentous growth pathway, along with other pathways, regulates FLO11 expression to fine-tune nutritional foraging. We previously showed that the filamentous growth pathway exhibits a multimodal response, where the induction of FLO11 expression occurs prior to dimorphism as nutrient levels decline (Pitoniak et al 2009). Thus in mats, the MAPK pathway may promote Flo11-dependent surface expansion (in the plane of the XY-axis), followed by differentiation-dependent invasive growth (downward in the plane of the Z-axis) in step with declining nutrient levels to optimize nutritional foraging.
Coordinating invasive growth and mat expansion might provide an advantage to cells engaged in this behavior. Indeed, surface expansion necessarily opens up new territories for invasive growth. Likewise, as shown below, pseudohyphae also contribute to mat architecture. We also tested whether filamentous projections serve as “sensors” to direct mat expansion along nutritional gradients, but found no evidence to support this possibility (data not shown). Therefore, the MAPK pathway, along with other signaling pathways that regulate FLO11 expression , coordinate filamentous growth and mat expansion into an integrated response, which may function to optimize nutritional foraging.
The Filamentous Growth Pathway Regulates the Upward Growth of Mats
In nutrient-limiting conditions, adjacent mats formed asymmetric patterns, which might be suggestive of a chemotropic behavior (Fig. 1A, -GLU). We found that mats encountering a neighboring mat grew upward in the plane of the Z-axis to form an elevated structure along the periphery (Fig. 3A). Microscopic examination showed that that the structures were compact elevated towers of cells (Fig. 3A, far right panels). Similarly, wild-type mats spotted bilaterally formed a rim-like structure (Fig. 3B, arrows) that was >5-fold taller when facing another mat (Fig. 3C, from ~100 microns to >600 microns). This response was dependent on the MAPK pathway and Flo11. Specifically, the ste12Δ and flo11Δ mats expanded into each other (Fig. 3B) and did not show a dramatic height difference in response to the approach of an adjacent colony (Fig. 3C). Asymmetry likely results from nutrient depletion at one face of the mat relative to the other, based on the following reasons: it was not due to growth arrest on the side of the mat facing the adjacent colony, because microscopic examination showed that cells continued to form buds, and it was not the result of secreted molecules from adjacent colonies , because isolated mats that were exposed to nutrient gradients also formed asymmetric patterns (data not shown). The response might represent a type of chemorepulsion that would allow mats to establish boundaries from other mats.
A) Wild-type cells were spotted in three spots and examined daily. The photograph showing the embossed appearance of colonies was taken at day 3. Left three panels, Bar = 1 cm. Far right panel, micrograph of cells at the perimeter of an asymmetrically forming biofilm. Bar, 200 microns. Mat borders facing (red arrows) or not facing (blue arrows) another mat are indicated. B) Wild type (PC538), flo11Δ (PC1029), and ste12Δ (PC2382) cells were grown on YEPD media for 18 h. Equal concentrations of cells were spotted, 1 cm apart, on to YEPD media containing 0.3% agar. Plates were incubated for 48 h at 30°C and photographed using transmitted light. Bar = 1 cm. C) Bar graph of height measurements (in mm) of the mat borders facing/not facing the adjacent mats on the right in B. Contour maps in the Z-axis of mats was generated. Seven readings after the first peak in the Z-axis were averaged to plot the graph. Standard deviation between measurements were used to generate the error bars.
In line with a previous report , we found that mats grew upward in the plane of the Z-axis in response to increasing surface rigidity (Fig. 4A). Mats grown on high agar concentrations were taller, more compact, and somewhat less massive (Fig. 4A). An implication of these results is that mats - which have previously been studied on low-agar medium (0.3% agar) - also form on media of different agar concentrations. Cells derived from low- and high-agar mats showed Flo11-dependent adherence to plastic (Fig. 5), which confirmed that mats formed on high-agar media (1%, 2%, 4%, and 8% agar) are representative of those characterized on low-agar media (0.3%). Mats grown on high agar medium were architecturally complex (Fig. 4A). Upward growth in the plane of the Z-axis was partially dependent on the MAPK pathway (Fig. 4B, ste12Δ) and Flo11 (Fig. S1B). Some upward growth occurred in a MAPK-independent manner, which indicates that other regulatory pathways might also contribute to the response. Some of the increase in vertical growth might also be a consequence of physical restraints as posed by dryness of the substratum.
A) Contour maps in the Z-axis of wild type (PC538) mats incubated in media of different agar concentrations for 14d. Insets show mat morphology (left, photograph, bar, 1 cm; right, photomicrograph, bar, 200 microns) in 4% agar. The numbers in parentheses represent the average mat dry weight from two experiments with standard deviation shown. Scale bars for the X and Y-axes are in mm. B) Mats formed by a ste12Δ mutant (PC539) on different agar concentrations. Analysis is as described for panel A.
Mats of wild type (PC 538) and flo11Δ (PC 1029) mutant were grown for 11 days on YEPD medium containing % agar concentrations as indicated. Adherence of cells in different mats was estimated by adherence to plastic using crystal violet dye. The control well (Ctl) contained water only. Below, photomicrographs of the wells are shown. Top panels, wild type; bottom panels, flo11Δ. Agar concentrations are as indicated. Bar = 10 µm.
The filamentous growth pathway might regulate upward growth by the formation of pseudohyphae and/or by regulating FLO11 expression. To assess the contribution of pseudohyphae in upward growth, microcolonies were examined on low nutrient (-Glu), high agar (4%) medium. In this setting, microcolonies grew upward in a conical tube of cells atop a pseudohyphal base (Fig. 6A–C wild type and Supplemental Movie S3). Cells in contact with the agar surface were filamentous (Fig. 6B, >95% of all cells), whereas cells that comprised the cone were a mixture of yeast- and filamentous-form cells (Fig. 6B and 6C, ~50% each cell type). Therefore, pseudohyphal cells constitute a specialized component of upwardly growing mats that functionally resemble an adhesive, invasive and expanding “foot”. The filamentous growth pathway was required for pseudohyphal formation on low nutrient, high agar medium (Fig. 6A–C ste12Δ, Supplemental Movie S4), to produce the aerial pseudohyphae (Fig. 6B and C), and for microcolony architecture (Fig. 6D). Therefore, the MAPK pathway controls mat height and architecture across a range of agar concentrations in part by regulating the formation of pseudohyphae.
Wild type (PC538) and ste12Δ mutant (PC539) were compared by microscopy at 10× on 4% agar medium. A) Top view of typical microcolonies grown on synthetic medium lacking glucose with 4% agar, Bar, 20 microns. B) Cross-section view of typical microcolonies as those described in panel 6A. Images were obtained by cutting the agar medium and laying agar slabs at a 90° angle. Bar, 20 microns. C) Plates tilted at a 20° angle. Shown are examples of arial pseudohyphae produced by wild type microcolonies (PC538). At right, the ste12Δ (PC539) mutant fails to form extensive arial pseudohyphae. The image shown is a compiled Z-stack rendering of a typical microcolony. Bar = 25 microns. D) 3D rendering of the microcolonies shown in panel A. Movies of the rendered images are found in the supplemental materials (Supplemental Movies S1, S2, S3, and S4).
Since much of the contribution to mat structure from MAPK pathway requires Flo11, the effect of overexpression of FLO11 on mat architecture was examined. Overexpression of FLO11 induced highly structured microcolonies with a ruffled appearance and non-uniform perimeters (GAL-FLO11, Fig. 7A, arrow; Supplemental Movies S1 and S2). The overexpression of FLO11 on low-agar medium resembled the growth of wild-type mats grown on high-agar medium [Fig. 7A, WT (high agar); Supplemental Movie S5]. Cells lacking an intact MAPK pathway, which fail to express FLO11, failed to show this pattern [Fig. 7A, ste12Δ (high agar); Supplemental Movie S6].
A) Microcolonies of wild-type cells (PC538) and cells overexpressing FLO11 (PC2712) were examined by microscopy at 10× after 24 h incubation at 30°C. Wild type and ste12 mats on high agar concentrations is also shown Bar = 100 microns. B) Contour mapping of z-stack rendering of the indicated microcolonies in panel 7A are shown. Bar = 30 microns. See Supplemental Movies S5 and S6. C) Wild-type (PC538), flo11Δ (PC1029), and GAL-FLO11 (PC2712) cells were spotted onto YEP-GAL medium (8%) agar atop nitrocellulose filters for 24 h at 30°C. Colonies were photographed in transmitted light. Bar = 1 cm. At right, separation of the GAL-FLO11 mat from the surface using forceps. D) Microscopic examination of the mats in panel C. Bar = 200 microns.
Under conditions favorable for upward growth (-Glu, 4% agar), FLO11 overexpression (GAL-FLO11) induced the formation of brittle mats that peeled away from the surface (Fig. 7C) and inhibited mat expansion. These mats were separable from the surface by forceps (Fig. 7C far right panel), which is indicative of an unprecedented degree of Flo11-mediated cell-cell adhesion. Microscopic examination showed that GAL-FLO11 mats were highly compact compared to wild-type mats grown under the same condition (Fig. 7D). Therefore, the cell-cell adherence properties of Flo11 can remodel the behavior of a mat.
In conclusion, we show that two nutritional scavenging responses in yeast, filamentous growth and mat formation, which have been typically studied under separate contexts, are part of an integrated behavior. We also show that mats can engage in an upward growth pattern in response to nutrient limitation and surface rigidity. The MAPK pathway regulates these interrelated responses through the formation of pseudohyphae and by regulating the expression of the FLO11 gene. In this way, the filamentous growth pathway may function to regulate mat behaviors in response to a variety of extracellular stresses (Fig. 8). One consequence of colonial remodeling is that mats may regulate their expansion and undergo chemorepulsive behaviors (Fig. 8). In pathogens, MAPK pathways may have a broader role in regulating fungal social behaviors than is currently appreciated.
Schematic of a mat expanding under nutrient-limiting conditions is shown. Different responses regulated by the MAPK pathway may include: 1) mat expansion in the plane of the XY-axis (surface growth, through Flo11 ), 2) cell differentiation that causes invasive growth in the Z-axis (downward growth, Flo11 and differentiation), and 3) upward growth in the plane of the Z-axis in response to surface rigidity and nutrient-limiting conditions (Flo11 and differentiation). This upward growth may represent a type of chemorepulsion. An extracellular matrix (ECM), which may contain shed Flo11  as well as other proteins is depicted.
Materials and Methods
Strains, Plasmids, and Microbiological Techniques
Yeast and bacterial strains were manipulated by standard methods , . Yeast parental strains in the ∑1278b background, PC313 (MATa ura3-52) and PC 538 (MATa ste4 FUS1-lacZ FUS1-HIS3 ura3-52) were described previously . PC549, PC948, PC1083 and PC2382 were made as described in . PC1029, PC2712 and PC2716 were generated as explained in . PC3039 was made as listed in . PC2670 (PC948 flo11:URA3) and PC2717 (PC2712 msb2:URA3) were generated using standard protocols. Gene disruptions and GAL1 promoter fusions were made by PCR-based methods , , including the use of antibiotic resistant markers . Integrations were confirmed by PCR analysis and phenotype. Budding pattern was based on established methodology , and by visual inspection as described . The single-cell invasive growth assay  and plate-washing assay  were performed as published. Differences between Sigma1278b strains may also account for reported differences in mat responses. Pseudohyphae were also observed in mat interiors albeit at a lower level than perimeters. Mats were weighed by scraping cells off of the surface of plates into water followed by centrifugation. Experiments were performed in duplicate and standard deviation between trials is shown. Residual carbon sources allowed for growth in synthetic and rich media not supplemented with glucose . Slightly different conditions were used for nutrient limiting conditions (-GLU), depending on the levels of residual carbon sources in the media. This allowed for evaluation of the tested phenotypes. The terms filament and pseudohyphae are used interchangeably.
Microbial Mat Assays
Mats were grown as previously described  on media containing 0.3% agar unless indicated otherwise. Variegation in FLO11 expression  cause slight changes in mat expansion properties resulting in outgrowths from a regularly expanding mat.
Plastic adherence assay
This assay was adapted from Reynolds and Fink 2001. Mats were grown on YEPD media containing 0.3, 1, 2, 4, or 8% agar for 11 days to determine mat properties on different agar concentrations. Cells were removed from mats using a toothpick, resuspended in water, and adjusted to an optical density of A600 = 2.0. One hundred microliter aliquots of cell suspensions were added to polystyrene wells (Falcon Microtest Tissue culture plate, 96 Well) and incubated for 4 h. An equal volume of 1% crystal violet dye (DIFCO) was added to each well for 20 min. Wells were washed 5 times, photographed and adherent cells were visualized by microscopy at 10×.
Differential-interference-contrast (DIC) was performed using an Axioplan 2 fluorescent microscope (Zeiss) with a PLAN-APOCHROMAT 100X/1.4 (oil) objective (N.A. 0.17). Digital images were obtained with the Axiocam MRm camera (Zeiss). Axiovision 4.4 software (Zeiss) was used for image acquisition and analysis and for rendering 3D Z-stack images. Contour mapping of mat surfaces was performed by measuring the height in microns of mats, recorded as Z-stack images by DIC microscopy. Images were further analyzed in Adobe Photoshop, where adjustments of brightness and contrast were made.
To generate 3D colony and microcolony models, cells in the focal plane for each Z-stack image were selected and converted into a stack in ImageJ. Image properties were adjusted corresponding to the height, width, and depth (voxel depth) for each colony. Models were generated using the 3D Viewer plugin with a volume rendering and a resampling factor of 1. To manually generate 3D movies of colonies, images were generated of the model at Y-rotational angles using the Apply Transform function in the ImageJ 3D Viewer. Transformation matrices were applied to rotate and scale the model. Images generated through this process were used to generate an animated GIF file. Other movies were generated using the animation and record functions of the ImageJ 3D viewer.
Contribution of MAPK pathway to mat expansion and/or invasion on different agar concentrations. A) Wild type (PC538), flo11Δ (PC1029), and ste12Δ (PC2382). Mats were grown for 4d at 30°C on YEPD+1.0% agar medium and washed in a stream of water to reveal invaded cells. Bar = 1 cm. B) Wild type (PC538), ste20Δ (PC540), and flo11Δ (PC1029) on YEPD for 20d at 30°C. Bar = 1 cm.
The effect of overexpression of FLO11 on microcolony morphology: wild-type control. Example of a wild type microcolony (PC538) is shown. The animation was created from a 3D rendering using ImageJ 3D Viewer. Z-stack images were taken at 7 µm intervals at 5× magnification of a typical colony grown for 48 h at 30° on YEP-GAL medium (0.3% agar). The microcolony has an approximate height of 28 µm.
The effect of overexpression of FLO11 on microcolony morphology: GAL-FLO11. Example of a colony overexpressing FLO11 (GAL-FLO11 [PC2712]) is shown. The animation was created from a 3D rendering using ImageJ 3D Viewer. Z-stack images were taken at 7 µm intervals at 5× magnification of colonies that were grown for 48 h at 30° on YEP-GAL medium (0.3% agar). The microcolony has an approximate height of 70 µm.
Architecture of a wild-type microcolony grown on nutrient-limiting medium. Animation was created from 3D renderings using ImageJ 3D Viewer. The original images were taken from cells incubated for 24 h on SC medium agar. Z-stacks were taken in 1.73 µM increments. The colony is approximately 26 µm tall.
Architecture of a ste12Δ mutant microcolony grown on nutrient-limiting medium. Animation was created from 3D renderings using ImageJ 3D Viewer. The original images were taken from cells incubated for 24 h on SC medium agar. Z-stacks were taken in 1.73 µM increments. The ste12Δ colony 17 µm tall.
Z-stack image of wild-type microcolonies grown on 4% agar medium containing glucose as a carbon source (SD).
Z-stack image of ste12 Δ microcolonies grown on 4% agar medium containing glucose as a carbon source (SD).
Thanks to Gerry Fink, Todd Reynolds, Aaron Mitchell, Hans-Ulrich Mösch, Kevin Verstrepen, and Anne Dranginis for helpful discussions. Thanks to Bob Dougherty for advice on the ImageJ MicroArray_Profile.jar algorithm, and to lab members for comments on the manuscript.
Conceived and designed the experiments: PC SK. Performed the experiments: PC SK BB CC JJ. Analyzed the data: PC SK LG. Contributed reagents/materials/analysis tools: LG. Wrote the paper: PC SK.
- 1. Costerton JW, Lewandowski Z, Caldwell DE, Korber DR, Lappin-Scott HM (1995) Microbial biofilms. Annu Rev Microbiol 49: 711–745.
- 2. Beauvais A, Loussert C, Prevost MC, Verstrepen K, Latge JP (2009) Characterization of a biofilm-like extracellular matrix in FLO1-expressing Saccharomyces cerevisiae cells. FEMS Yeast Res 9: 411–419.
- 3. Parsek MR, Greenberg EP (2005) Sociomicrobiology: the connections between quorum sensing and biofilms. Trends Microbiol 13: 27–33.
- 4. Smukalla S, Caldara M, Pochet N, Beauvais A, Guadagnini S, et al. (2008) FLO1 is a variable green beard gene that drives biofilm-like cooperation in budding yeast. Cell 135: 726–737.
- 5. Chandra J, Zhou G, Ghannoum MA (2005) Fungal biofilms and antimycotics. Curr Drug Targets 6: 887–894.
- 6. Nett JE, Lepak AJ, Marchillo K, Andes DR (2009) Time course global gene expression analysis of an in vivo Candida biofilm. J Infect Dis 200: 307–313.
- 7. Blankenship JR, Mitchell AP (2006) How to build a biofilm: a fungal perspective. Curr Opin Microbiol 9: 588–594.
- 8. Baillie GS, Douglas LJ (1999) Role of dimorphism in the development of Candida albicans biofilms. J Med Microbiol 48: 671–679.
- 9. Kumamoto CA, Vinces MD (2005) Alternative Candida albicans lifestyles: growth on surfaces. Annu Rev Microbiol 59: 113–133.
- 10. Murillo LA, Newport G, Lan CY, Habelitz S, Dungan J, et al. (2005) Genome-wide transcription profiling of the early phase of biofilm formation by Candida albicans. Eukaryot Cell 4: 1562–1573.
- 11. Nobile CJ, Nett JE, Andes DR, Mitchell AP (2006) Function of Candida albicans adhesin Hwp1 in biofilm formation. Eukaryot Cell 5: 1604–1610.
- 12. Norice CT, Smith FJ Jr, Solis N, Filler SG, Mitchell AP (2007) Requirement for Candida albicans Sun41 in biofilm formation and virulence. Eukaryot Cell 6: 2046–2055.
- 13. Richard ML, Nobile CJ, Bruno VM, Mitchell AP (2005) Candida albicans biofilm-defective mutants. Eukaryot Cell 4: 1493–1502.
- 14. Lo HJ, Kohler JR, DiDomenico B, Loebenberg D, Cacciapuoti A, et al. (1997) Nonfilamentous C. albicans mutants are avirulent. Cell 90: 939–949.
- 15. Ramage G, VandeWalle K, Lopez-Ribot JL, Wickes BL (2002) The filamentation pathway controlled by the Efg1 regulator protein is required for normal biofilm formation and development in Candida albicans. FEMS Microbiol Lett 214: 95–100.
- 16. Paramonova E, Krom BP, van der Mei HC, Busscher HJ, Sharma PK (2009) Hyphal content determines the compression strength of Candida albicans biofilms. Microbiology 155: 1997–2003.
- 17. Laffey SF, Butler G (2005) Phenotype switching affects biofilm formation by Candida parapsilosis. Microbiology 151: 1073–1081.
- 18. Csank C, Schroppel K, Leberer E, Harcus D, Mohamed O, et al. (1998) Roles of the Candida albicans mitogen-activated protein kinase homolog, Cek1p, in hyphal development and systemic candidiasis. Infect Immun 66: 2713–2721.
- 19. Kumamoto CA (2005) A contact-activated kinase signals Candida albicans invasive growth and biofilm development. Proc Natl Acad Sci U S A 102: 5576–5581.
- 20. Nobile CJ, Mitchell AP (2005) Regulation of cell-surface genes and biofilm formation by the C. albicans transcription factor Bcr1p. Curr Biol 15: 1150–1155.
- 21. Nobile CJ, Andes DR, Nett JE, Smith FJ, Yue F, et al. (2006) Critical role of Bcr1-dependent adhesins in C. albicans biofilm formation in vitro and in vivo. PLoS Pathog 2: e63.
- 22. Gimeno CJ, Ljungdahl PO, Styles CA, Fink GR (1992) Unipolar cell divisions in the yeast S. cerevisiae lead to filamentous growth: regulation by starvation and RAS. Cell 68: 1077–1090.
- 23. Reynolds TB, Fink GR (2001) Bakers' yeast, a model for fungal biofilm formation. Science 291: 878–881.
- 24. Lamb TM, Mitchell AP (2003) The transcription factor Rim101p governs ion tolerance and cell differentiation by direct repression of the regulatory genes NRG1 and SMP1 in Saccharomyces cerevisiae. Mol Cell Biol 23: 677–686.
- 25. Sarode N, Miracle B, Peng X, Ryan O, Reynolds TB (2011) Vacuolar Protein Sorting Genes Regulate Mat Formation in Saccharomyces cerevisiae by Flo11p-Dependent and -Independent Mechanisms. Eukaryot Cell 10: 1516–1526.
- 26. Reynolds TB (2006) The Opi1p transcription factor affects expression of FLO11, mat formation, and invasive growth in Saccharomyces cerevisiae. Eukaryot Cell 5: 1266–1275.
- 27. Mosch HU, Roberts RL, Fink GR (1996) Ras2 signals via the Cdc42/Ste20/mitogen-activated protein kinase module to induce filamentous growth in Saccharomyces cerevisiae. Proc Natl Acad Sci U S A 93: 5352–5356.
- 28. Malcher M, Schladebeck S, Mosch HU (2011) The Yak1 protein kinase lies at the center of a regulatory cascade affecting adhesive growth and stress resistance in Saccharomyces cerevisiae. Genetics 187: 717–730.
- 29. Rupp S, Summers E, Lo HJ, Madhani H, Fink G (1999) MAP kinase and cAMP filamentation signaling pathways converge on the unusually large promoter of the yeast FLO11 gene. Embo J 18: 1257–1269.
- 30. Cullen PJ, Sprague GF Jr (2000) Glucose depletion causes haploid invasive growth in yeast. Proc Natl Acad Sci U S A 97: 13619–13624.
- 31. Liu H, Styles CA, Fink GR (1993) Elements of the yeast pheromone response pathway required for filamentous growth of diploids. Science 262: 1741–1744.
- 32. Roberts RL, Fink GR (1994) Elements of a single MAP kinase cascade in Saccharomyces cerevisiae mediate two developmental programs in the same cell type: mating and invasive growth. Genes Dev 8: 2974–2985.
- 33. Bardwell L (2006) Mechanisms of MAPK signalling specificity. Biochem Soc Trans 34: 837–841.
- 34. Schwartz MA, Madhani HD (2004) Principles of map kinase signaling specificity in Saccharomyces cerevisiae. Annu Rev Genet 38: 725–748.
- 35. Cullen PJ, Sabbagh W Jr, Graham E, Irick MM, van Olden EK, et al. (2004) A signaling mucin at the head of the Cdc42- and MAPK-dependent filamentous growth pathway in yeast. Genes Dev 18: 1695–1708.
- 36. O'Rourke SM, Herskowitz I (1998) The Hog1 MAPK prevents cross talk between the HOG and pheromone response MAPK pathways in Saccharomyces cerevisiae. Genes Dev 12: 2874–2886.
- 37. Peter M, Neiman AM, Park HO, van Lohuizen M, Herskowitz I (1996) Functional analysis of the interaction between the small GTP binding protein Cdc42 and the Ste20 protein kinase in yeast. Embo J 15: 7046–7059.
- 38. Leberer E, Wu C, Leeuw T, Fourest-Lieuvin A, Segall JE, et al. (1997) Functional characterization of the Cdc42p binding domain of yeast Ste20p protein kinase. Embo J 16: 83–97.
- 39. Madhani HD, Fink GR (1997) Combinatorial control required for the specificity of yeast MAPK signaling. Science 275: 1314–1317.
- 40. Madhani HD, Fink GR (1998) The control of filamentous differentiation and virulence in fungi. Trends Cell Biol 8: 348–353.
- 41. Madhani HD, Styles CA, Fink GR (1997) MAP kinases with distinct inhibitory functions impart signaling specificity during yeast differentiation. Cell 91: 673–684.
- 42. Guo B, Styles CA, Feng Q, Fink GR (2000) A Saccharomyces gene family involved in invasive growth, cell-cell adhesion, and mating. Proc Natl Acad Sci U S A 97: 12158–12163.
- 43. Lo WS, Dranginis AM (1998) The cell surface flocculin Flo11 is required for pseudohyphae formation and invasion by Saccharomyces cerevisiae. Mol Biol Cell 9: 161–171.
- 44. Lambrechts MG, Bauer FF, Marmur J, Pretorius IS (1996) Muc1, a mucin-like protein that is regulated by Mss10, is critical for pseudohyphal differentiation in yeast. Proc Natl Acad Sci U S A 93: 8419–8424.
- 45. Martineau CN, Beckerich JM, Kabani M (2007) Flo11p-independent control of “mat” formation by hsp70 molecular chaperones and nucleotide exchange factors in yeast. Genetics 177: 1679–1689.
- 46. Chavel CA, Dionne HM, Birkaya B, Joshi J, Cullen PJ (2010) Multiple signals converge on a differentiation MAPK pathway. PLoS Genet 6: e1000883.
- 47. Cullen PJ, Sprague GF Jr (2002) The roles of bud-site-selection proteins during haploid invasive growth in yeast. Mol Biol Cell 13: 2990–3004.
- 48. Karunanithi S, Vadaie N, Chavel CA, Birkaya B, Joshi J, et al. (2010) Shedding of the Mucin-Like Flocculin Flo11p Reveals a New Aspect of Fungal Adhesion Regulation. Curr Biol 20: 1389–1395.
- 49. Cook JG, Bardwell L, Kron SJ, Thorner J (1996) Two novel targets of the MAP kinase Kss1 are negative regulators of invasive growth in the yeast Saccharomyces cerevisiae. Genes Dev 10: 2831–2848.
- 50. Bardwell L, Cook JG, Zhu-Shimoni JX, Voora D, Thorner J (1998) Differential regulation of transcription: repression by unactivated mitogen-activated protein kinase Kss1 requires the Dig1 and Dig2 proteins. Proc Natl Acad Sci U S A 95: 15400–15405.
- 51. Vinod PK, Sengupta N, Bhat PJ, Venkatesh KV (2008) Integration of global signaling pathways, cAMP-PKA, MAPK and TOR in the regulation of FLO11. PLoS ONE 3: e1663.
- 52. Chen H, Fink GR (2006) Feedback control of morphogenesis in fungi by aromatic alcohols. Genes Dev 20: 1150–1161.
- 53. Scherz R, Shinder V, Engelberg D (2001) Anatomical analysis of Saccharomyces cerevisiae stalk-like structures reveals spatial organization and cell specialization. J Bacteriol 183: 5402–5413.
- 54. Sambrook J, Fritsch EF, Maniatis T (1989) Molecular cloning: a laboratory manual. Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY.
- 55. Rose MD, Winston F, Hieter P (1990) Methods in yeast genetics. Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY.
- 56. Baudin A, Ozier-Kalogeropoulos O, Denouel A, Lacroute F, Cullin C (1993) A simple and efficient method for direct gene deletion in Saccharomyces cerevisiae. Nucleic Acids Res 21: 3329–3330.
- 57. Longtine MS, McKenzie A 3rd, Demarini DJ, Shah NG, Wach A, et al. (1998) Additional modules for versatile and economical PCR-based gene deletion and modification in Saccharomyces cerevisiae. Yeast 14: 953–961.
- 58. Goldstein AL, McCusker JH (1999) Three new dominant drug resistance cassettes for gene disruption in Saccharomyces cerevisiae. Yeast 15: 1541–1553.
- 59. Chant J, Pringle JR (1995) Patterns of bud-site selection in the yeast Saccharomyces cerevisiae. J Cell Biol 129: 751–765.
- 60. Halme A, Bumgarner S, Styles C, Fink GR (2004) Genetic and epigenetic regulation of the FLO gene family generates cell-surface variation in yeast. Cell 116: 405–415.