The Open Ornithology Journal


ISSN: 1874-4532 ― Volume 10, 2017
RESEARCH ARTICLE

The Bacterial Community Found on the surface Purple Martin (Progne subis) Eggs



Beth A. Potter1, *, Mary M. Sperry1, Dan D. Hoang1, Kaitlin C. Pander1, Sean G. Weaver1, Aimee N. Day1, Kelly M. Hedderick1, Michael A. Rutter1, Robert A. Aeppli2
1 School of Science, The Behrend College, Pennsylvania State University, Erie, Pennsylvania, USA
2 Purple Martin Conservation Association, Tom Ridge Environmental Center, Erie, Pennsylvania, USA

Abstract

Introduction:

The community of microorganisms that lines the surface of avian eggs is the first line of defense against infection by pathogenic bacteria. The protective role of this community is derived from its composition and several studies have focused on identifying the bacterial components. While a diverse group of avian species has been studied, multiple species within the same family have not been independently studied. This depth is necessary to determine the degree of flexibility or plasticity within the community.

Method:

The goal of this study was to identify the bacterial microorganisms found lining the eggshells of an avian species classified within the Hirundinidae family, the Purple Martin (Progne subis). Culture-dependent techniques revealed a predominance of Pseudomonas before and after clutch completion.

Result:

Interestingly our results correlate with studies involving Pied Flycatchers, House Wrens, and Eurasian Magpies rather than Tree and Violet-Green Swallows.

Conclusion:

Given the variances between Pied Flycatchers, House Wrens, Eurasian Magpies and Purple Martins in regard to breeding habitat, diet, nest construction, and incubation behaviors, we hypothesize that a strong selective force may be provided by uropygial gland secretions or preen oil.

Keywords: Purple Martin, Eggshell Bacterial Community, Uropygial gland secretions, Culture-dependent techniques, Pseudomonas, Hirundinidae family.


Article Information


Identifiers and Pagination:

Year: 2017
Volume: 10
First Page: 23
Last Page: 30
Publisher Id: TOOENIJ-10-23
DOI: 10.2174/1874453201710010023

Article History:

Received Date: 02/10/2016
Revision Received Date: 22/12/2016
Acceptance Date: 25/01/2017
Electronic publication date: 28/02/2017
Collection year: 2017

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© 2017 Potter et al.

open-access license: This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International Public License (CC-BY 4.0), a copy of which is available at: (https://creativecommons.org/licenses/by/4.0/legalcode). This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.


* Address correspondence to this author at the Penn State Behrend, 4205 College Drive, Erie, PA 16563, USA; Phone: 814-898-6510, Fax: 814-898-6213, Email: bap16@psu.edu




INTRODUCTION

The community of microorganisms found on the surface of naturally incubated avian eggshells has gained attention over the past ten years because of its role in protecting the egg/embryo from infection by pathogenic bacteria [1Cook MI, Beissinger SR, Toranzos GA, Arendt WJ. Incubation reduces microbial growth on eggshells and the opportunity for trans-shell infection. Ecol Lett 2005; 8(5): 532-7.
[http://dx.doi.org/10.1111/j.1461-0248.2005.00748.x] [PMID: 21352457]
]. The porosity of the avian eggshell, while necessary for the exchange of water vapor, oxygen, and carbon dioxide, provides a route for Trans-shell bacterial migration [2Bruce J, Drysdale EM. Trans-shell transmission. In: Microbiology of Avian Eggs. London: Chapman & Hall 1994.
[http://dx.doi.org/10.1007/978-1-4615-3060-2_4]
]. Eggs have several internal mechanisms to inhibit bacteria, including the maintenance of albumen at a suboptimal pH (9 to 10) for bacterial growth [3Tranter HS, Board RG. The influence of incubation temperature and pH on the antimicrobial properties of hen egg albumen. J Appl Bacteriol 1984; 56(1): 53-61.
[http://dx.doi.org/10.1111/j.1365-2672.1984.tb04696.x] [PMID: 6706888]
] and the presence of antibacterial proteins, such as lysozyme and ovotransferrin [4Board RG, Fuller R. Non-specific antimicrobial defences of the avian egg, embryo and neonate. Biol Rev Camb Philos Soc 1974; 49(1): 15-49.
[http://dx.doi.org/10.1111/j.1469-185X.1974.tb01297.x] [PMID: 4594672]
]. These proteins also have been found in the cuticle, which is the outermost proteinaceous layer of the eggshell [5Wellman-Labadie O, Picman J, Hincke MT. Antimicrobial activity of the Anseriform outer eggshell and cuticle. Comp Biochem Physiol B Biochem Mol Biol 2008; 149(4): 640-9.
[http://dx.doi.org/10.1016/j.cbpb.2008.01.001] [PMID: 18289902]
, 6Wellman-Labadie O, Picman J, Hincke MT. Antimicrobial activity of cuticle and outer eggshell protein extracts from three species of domestic birds. Br Poult Sci 2008; 49(2): 133-43.
[http://dx.doi.org/10.1080/00071660802001722] [PMID: 18409087]
]. This layer may also limit microbial access to pores [7De Reu K, Grijspeerdt K, Messens W, et al. Eggshell factors influencing eggshell penetration and whole egg contamination by different bacteria, including Salmonella enteritidis. Int J Food Microbiol 2006; 112(3): 253-60.
[http://dx.doi.org/10.1016/j.ijfoodmicro.2006.04.011] [PMID: 16822571]
]. However, microbial communities cover the surface of the egg, so they are the first line of defense against infection. The protective role of this community is derived from its composition. Thus, it is important to identify the bacterial components [8Ruiz-de-Castaneda R, Vela AI, Lobato E, Briones V, Moreno J. Bacterial loads on eggshells of the Pied Flycatcher: Environmental and maternal factors. Condor 2011; 113(1): 200-8.
[http://dx.doi.org/10.1525/cond.2011.100035]
].

Bacteria can be identified easily using biochemical and molecular techniques. The difficulty of the task comes from the numerous possible factors that can influence the composition of microbial communities lining avian eggshells. For instance, unincubated eggs harbor more pathogenic bacteria than incubated eggs [1Cook MI, Beissinger SR, Toranzos GA, Arendt WJ. Incubation reduces microbial growth on eggshells and the opportunity for trans-shell infection. Ecol Lett 2005; 8(5): 532-7.
[http://dx.doi.org/10.1111/j.1461-0248.2005.00748.x] [PMID: 21352457]
, 9Cook MI, Beissinger SR, Toranzos GA, Rodriguez RA, Arendt WJ. Microbial infection affects egg viability and incubation behavior in a tropical passerine. Behav Ecol 2005; 16: 30-6.
[http://dx.doi.org/10.1093/beheco/arh131]
]. However, behaviors vary among avian species. For instance, incubation may be initiated before or after clutch completion. Moreover, males of some species aid in incubation. In addition, numerous environmental factors can influence the composition of the microflora. These factors include temperature of breeding habitat (tropical vs. temperate), location of breeding habitat (grassland vs. dense forest), nest microclimate (humidity levels), nest construction (open-cup vs. cavity), nest materials (grasses, twigs, feathers, green material), and diet. Thus, the first step in understanding the microbial communities lining the eggshell is to identify the bacterial components of closely related and diverse avian species. To date, studies have focused on the Pearly-eyed Thrasher [10Shawkey MD, Firestone MK, Brodie EL, Beissinger SR. Avian incubation inhibits growth and diversification of bacterial assemblages on eggs. PLoS One 2009; 4(2): e4522.
[http://dx.doi.org/10.1371/journal.pone.0004522] [PMID: 19225566]
], Western Bluebird, Tree Swallow, Violet-Green Swallow [11Wang JM, Firestone MK, Beissinger SR. Microbial and environmental effects on avian egg viability: Do tropical mechanisms act in a temperate environment? Ecology 2011; 92(5): 1137-45.
[http://dx.doi.org/10.1890/10-0986.1] [PMID: 21661574]
], Pied Flycatcher [12Ruiz-de-Castaneda R, Vela AI, Lobato E, Briones V, Moreno J. Prevalence of potentially pathogenic culturable bacteria on eggshells and in cloacae of female Pied flycatchers in a temperate habitat in central Spain. J Field Ornithol 2011; 82: 215-24.
[http://dx.doi.org/10.1111/j.1557-9263.2011.00324.x]
], House Wren [13Potter BA, Carlson BM, Adams AE, Voss MA. An assessment of the microbial diversity present on the surface of naturally incubated House Wren eggs. Open Ornithol J 2013; 2013(6): 32-9.
[http://dx.doi.org/10.2174/1874453220130815001]
], Eurasian Magpie [14Lee WY, Kim M, Jablonski PG, Choe JC, Lee SI. Effect of incubation on bacterial communities of eggshells in a temperate bird, the Eurasian Magpie (Pica pica). PLOS One 2014; 9(8): e103959.
[http://dx.doi.org/10.1371/journal.pone.0103959] [PMID: 25089821]
], and American Kestrel [15Potter BA, Hyde EJ, Pier HN, Rutter MA, Voss MA. Comparison of the bacterial microflora found on the surface of American Kestrel and House Wren eggs. Open Ornithol J 2014; 2014(6): 32-9.]. This list includes a diverse set of species, but it does not include closely related species within the same family (data for Tree and Violet-Green Swallows were presented together with no discrimination between species). Closely related family members must be examined to test the flexibility or plasticity of the microbial communities lining the eggshell. The goal of this study was to assess the bacterial community found on the surface of Purple Martin (Progne subis) eggs. The Purple Martin is the largest of the Swallow family and is unique in comparison to the birds already studied in its colonial nesting habit and onset of incubation at clutch completion.

MATERIALS AND METHODS

Study Species and Field Site

Purple Martins spend the non-breeding season in Brazil and migrate throughout North America for the breeding season. East of the Rocky Mountains, Purple Martins nest in man-made housing, which typically consists of multi-compartment houses and/or several plastic gourds. Two separate colonies in and around Presque Isle State Park in Erie County, Pennsylvania, were used for this study. The first breeding season for the first colony site was spring/summer 2006. When the colony was first established, the housing consisted of a single T-14 wooden house with four gourds hanging underneath. In 2008, a second T-14 wooden house with four underlying gourds were added to the colony site. In 2012, four additional gourds were added to both T-14 units. One of the wooden houses sampled was from the first T-14 house started in 2006 and 3 wooden houses and 2 plastic gourds were sampled from the additions in 2008. The first breeding season for the second colony site was also in 2006 and housing consisted of an 18-unit gourd rack of artificial gourds. In 2009, a Cedar Suite, which contained six cavities, was added. In 2011, the gourd rack was expanded to hold 24 artificial gourds and 4 gourds were hung from the Cedar Suite. In 2012, a T-14 wooden house and four gourds were added. For this study, one gourd from the original 18-unit gourd rack was sampled and 3 of the wooden houses from the T-14 system added in 2012. All cavities within the wooden houses are roughly 30.5 cm deep and 15.5 cm in width and height. Gourd sizes vary depending on their manufacturer, but have a 25-28 cm radius. Purple Martins began to arrive at the colony sites for the 2013 season beginning in mid-April. At the beginning of each breeding season, needles collected from beneath local white pine, Pinus strobus, are placed in the housing to help start nests. An average of 2-7 eggs are laid and females begin incubation upon clutch completion. In the 2013 season, nests were monitored and sampled from 10 May to 8 July. All houses were exclusively used by Purple Martins and the occupancy rate was 100% at the first site and was 94.2% at the second site during this season. At the end of each season, all nests are removed from their cavities and the gourds and nest trays are scraped of all material. All cavities are rinsed with a ten to one bleach and water solution minimize parasites that might overwinter in the housing. Once cleaned, the gourds are removed from the houses and racks and placed in winter storage. The entrances to the wooden houses are blocked and the houses are covered for the winter.

Microbial Sampling

Similar procedures were used as described for swabbing House Wren eggs [13Potter BA, Carlson BM, Adams AE, Voss MA. An assessment of the microbial diversity present on the surface of naturally incubated House Wren eggs. Open Ornithol J 2013; 2013(6): 32-9.
[http://dx.doi.org/10.2174/1874453220130815001]
]. In short, gloves were cleaned with 70% ethanol and allowed to air dry before eggs were handled. A stencil used to standardize our sampling zone to a 7- X 11-mm rectangle was sterilized in the same manner. Sterile swabs were dampened with sterile PBS before they were used to sample the egg surface. After swabbing the egg surface, the swab was snapped from its wooden stick and place in a microfuge tube containing sterile PBS. Samples were stored at 4 °C until they could be processed using culture-dependent techniques.

Bacterial Identification

Samples were processed as previously described to identify the bacterial components [15Potter BA, Hyde EJ, Pier HN, Rutter MA, Voss MA. Comparison of the bacterial microflora found on the surface of American Kestrel and House Wren eggs. Open Ornithol J 2014; 2014(6): 32-9.]. Samples were vortexed for 30 seconds, serially diluted, and spread onto all-purpose, nutrient agar plates. The plates were incubated at 25 °C and 30 °C for 48 h (the majority of the identification were derived from plates incubated at 30 ºC). After incubation, plates containing 30-300 Colony Forming Units (CFUs) were counted and unique bacteria identified by colony morphology were streaked for isolation. A single colony of each unique bacterial type was placed in 50 µL of water and lysed using a freeze-thaw method. Lysed cells were centrifuged and the supernatant containing the DNA was used in a Polymerase Chain Reaction (PCR) to amplify the 16S ribosomal RNA gene. The universal bacterial primers 8F (5’-AGAGTTTGATCCTGGCTCAG-3’) and 1495R (5’-CTACGGCTACCTTGTTACGA-3’) were used to amplify the genes, and amplification was verified using electrophoresis [16Grifoni A, Bazzicalupo M, Di Serio C, Fancelli S, Fani R. Identification of Azospirillum strains by restriction fragment length polymorphism of the 16S rDNA and of the histidine operon. FEMS Microbiol Lett 1995; 127(1-2): 85-91.
[http://dx.doi.org/10.1111/j.1574-6968.1995.tb07454.x] [PMID: 7737487]
]. The PCR product was sent for sequencing at the Genomics Core Facility at Penn State University Park. Forward and reverse sequences were used to construct a consensus sequence with Geneious software (Biomatters Ltd). Consensus sequences were run through NCBI-BLAST/EzTaxon to identify the genus and species of bacterial isolates.

Statistical Analysis

Bacteria identified are presented in terms of how often they were found on eggs before and after clutch completion. The composition of bacterial communities before and after clutch completion was compared using a two-tailed Fisher's Exact Test in the “vegan” package [17Oksanen J, Blanchet FG, Kindt R. Community ecology Package. R package version 2.0-9. Available from: http://CRAN.R-project.org/ package=vegan 2013.] of the R statistical software program [18Core R, Team R. A language and environment for statistical computing. R Foundation for Statistical Computing Available from: http://www.R-project.org/ 2014.]. Bacteria were grouped by genus, family, and phylum, and only those groups in which total prevalence exceeded 10% were analyzed. A p-value of less than 0.05 indicates a difference in prevalence probability. There were 18 eggs sampled before clutch and 41 eggs after clutch for a total of 59 eggs.

Table 1
Number of detections of culturable bacterial species found on eggshells of Purple Martins before and after clutch. From a total of 59 eggs (18 sampled before clutch and 41 sampled after clutch), 66 different bacterial species were identified. The prevalence of bacterial genera, families, and phyla was calculated from the detections recorded for each. A Fisher’s exact test comparing the frequency of the most prevalent genera, families, and phyla did not reveal a significant difference before and after clutch completion.


RESULTS

Purple Martin eggs from ten different nests were swabbed before and after clutch completion to determine if there were any noticeable differences in the bacterial composition before the onset of continuous incubation which occurs upon clutch completion with Purple Martins. A total of 161 bacterial taxa belonging to four different phyla (Actinobacteria, Bacteroidetes, Firmicutes, and the alpha, beta, and gamma subphyla of Proteobacteria) and 18 genera were identified Table (1). Bacteria within the Gamma-proteobacteria subphylum had an overall prevalence of 94.92% (100% prevalence before clutch and 92.68% after clutch completion). The prevalence of bacteria in the Bacteroidetes, Firmicutes, Alpha-proteobacteria, and Beta-proteobacteria was just above 5% for each (6.78%). The Actinobacteria phylum had a prevalence of 1.69%. Three families within the Gamma-proteobacteria phylum had a prevalence greater than 10% including Erwiniaceae (10.17%), Pseudomonadaceae (91.53%), and Xanthomonadaceae (40.68%). Bacteria within Pseudomonadaceae and Xanthomonadaceae had a prevalence above 10% before and after clutch; however, bacteria within the Erwiniaceae family were not found on any eggs before clutch. Three bacterial families had a prevalence of 6.87% including Enterobacteriaceae, Sphingobacteriaceae, and Xanthomonadaceae. The remaining bacterial families including Alcaligenaceae, Brucellaceae, Comamonadaceae, Microbacteriaceae, Moraxellaceae, Neisseriaceae, Oxalobacteriaceae, Rhodanobacteriaceae, and Sphingomonadaceae were below 4%. Only two genera had a prevalence greater than 10% both before and after clutch completion, Pseudomonas (88.89% and 92.98%) and Stenotrophomonas (38.89% and 42.11%). With the exception of Duganella, Prolinoborus, and Citrobacter all bacteria genera identified in this study had been identified previously in the eggshell microflora of another avian species. Frequencies of the most prevalent bacterial phyla, families, and genera did not change throughout incubation (Fisher’s exact test, all P ˃ 0.164, N = 59).

DISCUSSION

The predominant genus before and after clutch completion was Pseudomonas. This genus comprises a large and diverse group of microorganisms found in terrestrial, freshwater, and marine environments [19Spiers AJ, Buckling A, Rainey PB. The causes of Pseudomonas diversity. Microbiology 2000; 146(Pt 10): 2345-50.
[http://dx.doi.org/10.1099/00221287-146-10-2345] [PMID: 11021911]
]. Predominance of Pseudomonas has also been observed in nests of Blue and Great Tits [20Goodenough AE, Stallwood B. Intraspecific variation and interspecific differences in the bacterial and fungal assemblages of Blue tit (Cyanistes caeruleus) and Great tit (Parus major) nests. Microb Ecol 2010; 59(2): 221-32.
[http://dx.doi.org/10.1007/s00248-009-9591-z] [PMID: 19830477]
], the plumage of Eastern Bluebirds [21Shawkey MD, Mills KL, Dale C, Hill GE. Microbial diversity of wild bird feathers revealed through culture-based and culture-independent techniques. Microb Ecol 2005; 50(1): 40-7.
[http://dx.doi.org/10.1007/s00248-004-0089-4] [PMID: 16132422]
] and American Redstarts [22Bisson IA, Marra PP, Burtt EH Jr, Sikaroodi M, Gillevet PM. A molecular comparison of plumage and soil bacteria across biogeographic, ecological, and taxonomic scales. Microb Ecol 2007; 54(1): 65-81.
[http://dx.doi.org/10.1007/s00248-006-9173-2] [PMID: 17334855]
], and on the surface of Pied Flycatcher [8Ruiz-de-Castaneda R, Vela AI, Lobato E, Briones V, Moreno J. Bacterial loads on eggshells of the Pied Flycatcher: Environmental and maternal factors. Condor 2011; 113(1): 200-8.
[http://dx.doi.org/10.1525/cond.2011.100035]
], House Wren [13Potter BA, Carlson BM, Adams AE, Voss MA. An assessment of the microbial diversity present on the surface of naturally incubated House Wren eggs. Open Ornithol J 2013; 2013(6): 32-9.
[http://dx.doi.org/10.2174/1874453220130815001]
], and Eurasian Magpie [14Lee WY, Kim M, Jablonski PG, Choe JC, Lee SI. Effect of incubation on bacterial communities of eggshells in a temperate bird, the Eurasian Magpie (Pica pica). PLOS One 2014; 9(8): e103959.
[http://dx.doi.org/10.1371/journal.pone.0103959] [PMID: 25089821]
] eggs. The predominance of Pseudomonas may stem from their ability to produce antibiotic substances referred to as pyocins [23Paterson AC. Bacteriocinogeny and lysogeny in the genus Pseudomonas. J Gen Microbiol 1965; 39(3): 295-303.
[http://dx.doi.org/10.1099/00221287-39-3-295] [PMID: 5864527]
], which can provide them with a competitive advantage over other bacteria. Pyocins have broad-spectrum capabilities and can inhibit members of the pathogenic Enterobacteriaceae family [24Iwalokun BA, Akinsinde KA, Lanlenhin O, Onubogu CC. Bacteriocinogenicity and production of pyocins from Pseudomonas species isolated in Lagos, Nigeria. Afr J Biotechnol 2006; 5: 1072-7.]. Thus, pyocins may also protect the eggs. Moreover, the Enterobacteriaceae are not discussed as a significant components of bacterial communities on plumage, nests and egg surfaces in which Pseudomonas is a predominant member. Further insight into understanding the maintenance of the Pseudomonas would be to examine the antibacterial power of Pseudomonas against indicator strains as described by Ruiz-Rodriguez et al. [25Ruiz-Rodríguez M, Martínez-Bueno M, Martín-Vivaldi M, Valdivia E, Soler JJ. Bacteriocins with a broader antimicrobial spectrum prevail in enterococcal symbionts isolated from the Hoopoes uropygial gland. FEMS Microbiol Ecol 2013; 85(3): 495-502.
[http://dx.doi.org/10.1111/1574-6941.12138] [PMID: 23621827]
]. While Pseudomonas may play an important role in maintaining the eggshell microflora, studies have shown that a few species within the Pseudomonas genus can undergo trans-shell migration and cause spoilage in chicken eggs [2Bruce J, Drysdale EM. Trans-shell transmission. In: Microbiology of Avian Eggs. London: Chapman & Hall 1994.
[http://dx.doi.org/10.1007/978-1-4615-3060-2_4]
, 26Berrang ME, Cox NA, Frank JF, Buhr RJ. Bacterial penetration of the eggshell and shell membranes of the chicken hatching egg: A review. J Appl Poult Res 1999; 8: 499-504.
[http://dx.doi.org/10.1093/japr/8.4.499]
]. However, the pathogenic role of Pseudomonas has not been well studied in passerine populations. Ruiz-de-Castaneda et al. [8Ruiz-de-Castaneda R, Vela AI, Lobato E, Briones V, Moreno J. Bacterial loads on eggshells of the Pied Flycatcher: Environmental and maternal factors. Condor 2011; 113(1): 200-8.
[http://dx.doi.org/10.1525/cond.2011.100035]
] noted that the hatching success of Pied-Flycatcher eggs was not affected by a predominance of Pseudomonas within the bacterial eggshell community. A benefit to the maintenance of a portion of the population may be to expose nestlings to the pathogen so antibodies can be generated early and protect individuals into adulthood [20Goodenough AE, Stallwood B. Intraspecific variation and interspecific differences in the bacterial and fungal assemblages of Blue tit (Cyanistes caeruleus) and Great tit (Parus major) nests. Microb Ecol 2010; 59(2): 221-32.
[http://dx.doi.org/10.1007/s00248-009-9591-z] [PMID: 19830477]
].

Our bacterial findings were similar to those of other studies examining bacterial communities lining the eggshells of Pied Flycatcher [8Ruiz-de-Castaneda R, Vela AI, Lobato E, Briones V, Moreno J. Bacterial loads on eggshells of the Pied Flycatcher: Environmental and maternal factors. Condor 2011; 113(1): 200-8.
[http://dx.doi.org/10.1525/cond.2011.100035]
], House Wren [13Potter BA, Carlson BM, Adams AE, Voss MA. An assessment of the microbial diversity present on the surface of naturally incubated House Wren eggs. Open Ornithol J 2013; 2013(6): 32-9.
[http://dx.doi.org/10.2174/1874453220130815001]
], and Eurasian Magpies [14Lee WY, Kim M, Jablonski PG, Choe JC, Lee SI. Effect of incubation on bacterial communities of eggshells in a temperate bird, the Eurasian Magpie (Pica pica). PLOS One 2014; 9(8): e103959.
[http://dx.doi.org/10.1371/journal.pone.0103959] [PMID: 25089821]
]. However, our findings differ from those in a study by Wang et al. [11Wang JM, Firestone MK, Beissinger SR. Microbial and environmental effects on avian egg viability: Do tropical mechanisms act in a temperate environment? Ecology 2011; 92(5): 1137-45.
[http://dx.doi.org/10.1890/10-0986.1] [PMID: 21661574]
] examining the microbial eggshell communities of Tree and Violet-Green Swallows, which are in the same family as Purple Martins. Wang et al. [11Wang JM, Firestone MK, Beissinger SR. Microbial and environmental effects on avian egg viability: Do tropical mechanisms act in a temperate environment? Ecology 2011; 92(5): 1137-45.
[http://dx.doi.org/10.1890/10-0986.1] [PMID: 21661574]
] found a predominance of Bacillus, Staphylococcus, Arthrobacter, and Sporosarcina, whereas we found predominantly Pseudomonas and low relative abundance of Staphylococcus. In both studies, bacteria were cultured on all-purpose agar, isolated based on colony morphology and identified by amplifying the 16S rRNA gene and comparing to a gene database. Thus, one possible procedural explanation for this discrepancy could be a bias imposed by the specific primers used to identify the bacterial isolates. This explanation seems unlikely because the same forward primer was used and the reverse primer sequence overlapped with the exception of three bases. In addition, the same primers were used to study the microflora on American Kestrel eggs, and bacteria in the genera Bacillus, Staphylococcus, Arthrobacter, and Sporosarcina were detected [13Potter BA, Carlson BM, Adams AE, Voss MA. An assessment of the microbial diversity present on the surface of naturally incubated House Wren eggs. Open Ornithol J 2013; 2013(6): 32-9.
[http://dx.doi.org/10.2174/1874453220130815001]
, 15Potter BA, Hyde EJ, Pier HN, Rutter MA, Voss MA. Comparison of the bacterial microflora found on the surface of American Kestrel and House Wren eggs. Open Ornithol J 2014; 2014(6): 32-9.]. Thus, the difference in bacterial composition between Purple Martin (this study) and Tree and Violet-Green swallow [11Wang JM, Firestone MK, Beissinger SR. Microbial and environmental effects on avian egg viability: Do tropical mechanisms act in a temperate environment? Ecology 2011; 92(5): 1137-45.
[http://dx.doi.org/10.1890/10-0986.1] [PMID: 21661574]
] is not a procedural artefact. We hypothesize that the bacterial communities found on eggshells varies among these species and that the selective pressures differ between Purple Martins and Tree and Violet-Green swallows despite their phylogentic relationships.

Our data implies that similar selective influences must be present within Purple Martins, Pied-Flycatchers and House Wrens because of the predominance of Pseudomonas within the bacterial eggshell communties [8Ruiz-de-Castaneda R, Vela AI, Lobato E, Briones V, Moreno J. Bacterial loads on eggshells of the Pied Flycatcher: Environmental and maternal factors. Condor 2011; 113(1): 200-8.
[http://dx.doi.org/10.1525/cond.2011.100035]
, 13Potter BA, Carlson BM, Adams AE, Voss MA. An assessment of the microbial diversity present on the surface of naturally incubated House Wren eggs. Open Ornithol J 2013; 2013(6): 32-9.
[http://dx.doi.org/10.2174/1874453220130815001]
, 14Lee WY, Kim M, Jablonski PG, Choe JC, Lee SI. Effect of incubation on bacterial communities of eggshells in a temperate bird, the Eurasian Magpie (Pica pica). PLOS One 2014; 9(8): e103959.
[http://dx.doi.org/10.1371/journal.pone.0103959] [PMID: 25089821]
]. Differences in breeding habitat, diet, nest construction, and incubation behaviors have been tried in previous studies to explain differences in bacterial profiles associated with avian species [27Lucas FS, Heeb P. Environmental factors shape cloacal bacterial assemblages in great Tit Parus major and Blue Tit P. caeruleus nestlings. J Avian Biol 2005; 36: 510-6.
[http://dx.doi.org/10.1111/j.0908-8857.2005.03479.x]
, 28Maul JD, Gandhi JP, Farris JL. Community-level physiological profiles of cloacal microbes in songbirds (order: Passeriformes): Variation due to host species, host diet, and habitat. Microb Ecol 2005; 50(1): 19-28.
[http://dx.doi.org/10.1007/s00248-004-0076-9] [PMID: 16132424]
], but it is hard to align the above avian species as similar based on these factors and different from other avian species such as American Kestrels and Tree and Violet-Green Swallows that have different bacterial communities lining their eggshell. Thus, a stronger selective force may be provided by another broader but perhaps less flexible mechanism, such as uropygial gland secretions or preen oil.

The majority of dominant bacterial genera lining the eggshell of all avian species studied thus far have been associated with feather degradation or found on plumage. Pseudomonas and Stenotrophomonas (predominant genera in the present study) and three of the four most common genera identified on the surface of Tree and Violet-Green Swallow eggshells (Bacillus, Arthrobacter, and Staphylococcus) have been linked to feather degradation [29Gunderson AR. Feather-degrading bacteria: A new frontier in avian and host-parasite research. Auk 2008; 125: 972-9.
[http://dx.doi.org/10.1525/auk.2008.91008]
, 10Shawkey MD, Firestone MK, Brodie EL, Beissinger SR. Avian incubation inhibits growth and diversification of bacterial assemblages on eggs. PLoS One 2009; 4(2): e4522.
[http://dx.doi.org/10.1371/journal.pone.0004522] [PMID: 19225566]
]. Microbacterium, the most common genus isolated from American Kestrel eggs [30Thys RC, Lucas FS, Riffel A, Heeb P, Brandelli A. Characterization of a protease of a feather-degrading Microbacterium species. Lett Appl Microbiol 2004; 39(2): 181-6.
[http://dx.doi.org/10.1111/j.1472-765X.2004.01558.x] [PMID: 15242459]
], and the four main genera found on the surface of Pied-Flycatcher (Acinetobacter, Enterococcus, Ochrobactrum, and Pseudomonas) and House Wren eggs (Burkholderia, Pseudomonas, Staphylococcus, and Stenotrophomonas) also have been linked to feather degradation [21Shawkey MD, Mills KL, Dale C, Hill GE. Microbial diversity of wild bird feathers revealed through culture-based and culture-independent techniques. Microb Ecol 2005; 50(1): 40-7.
[http://dx.doi.org/10.1007/s00248-004-0089-4] [PMID: 16132422]
, 29Gunderson AR. Feather-degrading bacteria: A new frontier in avian and host-parasite research. Auk 2008; 125: 972-9.
[http://dx.doi.org/10.1525/auk.2008.91008]
, 31Lucas FS, Broennimann O, Febbraro I, Heeb P. High diversity among feather-degrading bacteria from a dry meadow soil. Microb Ecol 2003; 45(3): 282-90.
[http://dx.doi.org/10.1007/s00248-002-2032-x] [PMID: 12658523]
, 32Riffel A, Brandelli A. Keratinolytic bacteria isolated from feather waste. Braz J Microbiol 2006; 37: 395-9.
[http://dx.doi.org/10.1590/S1517-83822006000300036]
]. In in vitro studies, preen oil inhibited feather-degrading bacteria and other cultivable bacteria isolated from plumage, suggesting preen oil has inherent antimicrobial properties [33Shawkey MD, Pillai SR, Hill GE. Chemical warfare? Effects of uropygial oil on feather-degrading bacteria. J Avian Biol 2003; 34: 345-9.
[http://dx.doi.org/10.1111/j.0908-8857.2003.03193.x]
, 34Burger BV, Reiter B, Borzyk O, Du Plessis MA. Avian exocrine secretions. I. Chemical characterization of the volatile fraction of the uropygial secretion of the green woodhoopoe, Phoeniculus purpureus. J Chem Ecol 2004; 30(8): 1603-11.
[http://dx.doi.org/10.1023/B:JOEC.0000042071.65335.f3] [PMID: 15537162]
]. However, these in vitro results have not been corroborated in in vivo studies [35Czirják GA, Pap PL, Vágási CI, et al. Preen gland removal increases plumage bacterial load but not that of feather-degrading bacteria. Naturwissenschaften 2013; 100(2): 145-51.
[http://dx.doi.org/10.1007/s00114-012-1005-2] [PMID: 23288399]
, 36Giraudeau M, Czirják GA, Duval C, et al. Effect of preen oil on plumage bacteria: An experimental test with the mallard. Behav Processes 2013; 92: 1-5.
[http://dx.doi.org/10.1016/j.beproc.2012.08.001] [PMID: 22940115]
].

The composition of preen oils differ among avian species. Long-chain esters that have the same molecular weight are common among species, but the use and ratios of acids and alcohols in the preen oil differ among species [37Haribal M, Dhondt AA, Rosane D, Rodriguez E. Chemistry of preen gland secretions of passerines: Different pathways to same goal? Why? Chemoecology 2005; 15: 251-60.
[http://dx.doi.org/10.1007/s00049-005-0318-4]
]. Thus, it is feasible that preen oil has common functions, such as waterproofing, in all species, but has specific roles, such as regulating bacterial loads, that vary based on the physical properties achieved when the acid and alcohol composition is altered [37Haribal M, Dhondt AA, Rosane D, Rodriguez E. Chemistry of preen gland secretions of passerines: Different pathways to same goal? Why? Chemoecology 2005; 15: 251-60.
[http://dx.doi.org/10.1007/s00049-005-0318-4]
]. Females change the composition of their preen oil before incubation and maintain the new composition throughout the incubation period [38Reneerkens J, Piersma T, Sinninghe Damsté JS. Sandpipers (Scolopacidae) switch from monoester to diester preen waxes during courtship and incubation, but why? Proc Biol Sci 2002; 269(1505): 2135-9.
[http://dx.doi.org/10.1098/rspb.2002.2132] [PMID: 12396488]
]. For example, in Hoopoe females, the size of the uropygial gland and secretions increase dramatically when incubation begins [38Reneerkens J, Piersma T, Sinninghe Damsté JS. Sandpipers (Scolopacidae) switch from monoester to diester preen waxes during courtship and incubation, but why? Proc Biol Sci 2002; 269(1505): 2135-9.
[http://dx.doi.org/10.1098/rspb.2002.2132] [PMID: 12396488]
]. Hoopoe eggs are pale blue when laid but turn brown within a few days, most likely because of preening of the egg or its intimate association with the mother’s feathers, which contain the oil [39Martin-Vivaldi M, Ruiz-Rodríguez M, Martín-Vivaldi M, et al. Seasonal, sexual and developmental differences in hoopoe Upupa epops preen gland morphology and secretions: Evidence for a role of bacteria. J Avian Biol 2009; 40: 191-205.
[http://dx.doi.org/10.1111/j.1600-048X.2009.04393.x]
]. Thus, studies should be undertaken to determine the composition and antibacterial activity of preen oil collected from Purple Martins and the other avian species that have a predominance of Pseudomonas on their eggshells.

CONCLUSION

Consistent trends appear to exist in the bacterial communities found lining avian eggshells. Pseudomonas predominated in the eggshell microflora of Purple Martins, Pied-Flyatchers, House Wrens, and Eurasian Magpies, whereas bacteria within the Actinobacteria and Firmicutes phyla predominated in the eggshell microflora of other avian species, such as Tree and Violet-Green Swallows. Even closely related avian species may have different eggshell bacterial communities, and the differences do not appear to be directly related to breeding habitat, diet, nest construction, or incubation behaviors. We propose that feathers and preen oil are important in selecting bacteria that can colonize the egg. Further differences in the composition of the microbial communities may be regulated by antibiotic production within the bacterial community and may be controlled by temperature variances caused by female attentiveness during the incubation period. Subtle underlying changes within the microbial communities may be attributed to variances in nesting habitat, nest construction, and diet. Additional studies are necessary to test these hypotheses and further examine the interesting relationship between the avian egg, the bacterial communities maintained on the surface of the egg, and pathogenic bacteria.

CONFLICT OF INTEREST

The authors confirm that this article content has no conflict of interest.

ACKNOWLEDGEMENTS

We would like to thank Ellen Brockwell, James Ray, and John Tautin of the Purple Martin Conservation Association for their support of this research and use of their colony sites. I would also like to thank Mary Brown, Phil Wisniewski and the student workers within the biology department prep room for making the hundreds of plates that were used in this study. We are also grateful to Dr. Pamela Silver for taking the time to read our manuscript and provide helpful comments. Funding for this project was provided by the Penn State Behrend Undergraduate Student Research Grant Program to B. Potter.

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