- Open Access
Next-generation sequencing analysis reveals high bacterial diversity in wild venomous and non-venomous snakes from India.
Journal of Venomous Animals and Toxins including Tropical Diseases volume 24, Article number: 41 (2018)
The oral cavities of snakes are replete with various types of bacterial flora. Culture-dependent studies suggest that some of the bacterial species are responsible for secondary bacterial infection associated with snakebite. A complete profile of the ophidian oral bacterial community has been unreported until now. Therefore, in the present study, we determined the complete bacterial compositions in the oral cavity of some snakes from India.
Total DNA was isolated from oral swabs collected from three wild snake species (Indian Cobra, King Cobra and Indian Python). Next, the DNA was subjected to PCR amplification of microbial 16S rRNA gene using V3-region-specific primers. The amplicons were used for preparation of DNA libraries that were sequenced on an Illumina MiSeq platform.
The cluster-based taxonomy analysis revealed that Proteobacteria and Actinobacteria were the most predominant phyla present in the oral cavities of snakes. This result indicates that snakes show more similarities to birds than mammals as to their oral bacterial communities. Furthermore, our study reports all the unique and common bacterial species (total: 147) found among the oral microbes of snakes studied, while the majority of commonly abundant species were pathogens or opportunistic pathogens to humans. A wide difference in ophidian oral bacterial flora suggests variation by individual, species and geographical region.
The present study would provide a foundation for further research on snakes to recognize the potential drugs/antibiotics for the different infectious diseases.
Vertebrates form mutual relationships with huge and complex microbial flora that inhabit their gastrointestinal tract. A major proportion of these microbes probably assist in essential processes of energy and nutrient acquisition in the host . The combination of next-generation DNA sequencing methods, ecological aspects and bioinformatics analysis tools is rapidly expanding our comprehension of the evolution and function of vertebrate-related bacterial communities [2, 3]. The diet and genotype impact the bacterial diversity, since the bacterial communities co-diversified with their hosts . Most of the studies have tended to characterize fecal microbiomes from captive animals, often from laboratories or zoos . However, captive microbial community likely do not represent the natural variation of the microbiome of a species (or population), which is necessary for evolutionary analysis . Most studies investigating evolutionary patterns in vertebrate gut microbiomes have focused on mammals and birds only [6, 7]. Until now, very few studies have analyzed the gut microbiome of squamate reptiles (snakes and lizards) despite this being one of the most diverse and successful vertebrate clades [2, 8].
Presently, the use of reptiles has increased in the investigations of infectious disease, comparative anatomical physiology, stem cell experiments, evaluation of phylogenic relations with birds and other vertebrates, and therapeutic drug development [9,10,11,12,13]. Among the reptiles, snakes have been utilized for the isolation of different types of peptides from venom for numerous purposes. Microorganisms, including bacteria and fungi, naturally inhabit the oral cavity and gut of snakes [14,15,16,17]. The literature suggests that oral cavities of venomous and non-venomous snakes are colonized by numerous species of anaerobic and aerobic bacteria [18, 19]. Since the ophidian oral bacteria may be inoculated during a snake’s bite, bacterial multiplication and infection may occur under favorable conditions. A strong connection has been established between microorganisms present in abscesses or in patients’ lesions and those from snakes’ oral cavities .
Snakebite-generated secondary wound infections involve a polymicrobial mixture of microorganisms originating from the ophidian oral cavity. Bites from non-venomous snakes can also cause injury, as a result of lacerations by the snake’s teeth, and subsequent infection . The identification of snake-associated microorganisms is imperative to extend our insight into these life forms that inhabit the buccal cavity, and furthermore to acquire understanding of the etiological operators of secondary infections resulting from accidents during handling. Hence, the profile of microbial vulnerability to antimicrobials must be investigated to encourage the development of adequate treatments of human accidents and snake bacterial infections.
It has been suggested that oral microbiota of snakes reflects the fecal flora of their ingested preys since these sufferers frequently defecate at the moment they are being ingested . However, recent culture-independent high-throughput sequencing studies identified that bacterial taxa present in the oral cavity of snakes were distinct from fecal microbiota of their prey . Despite the influence of associations of bacteria and snakes and the influence of these bacteria on humans, there are a few studies on the characterization and distribution of these microorganisms [24, 25]. Next-generation deep sequencing of hypervariable regions from 16S ribosomal RNA genes is a useful tool for understanding the microbial communities in several organisms . Recently, a metagenomic sequencing study on the Timber Rattlesnake has unveiled the complete gut microbiome that is essential for the health and nutrition of the species, and the microorganisms associated with disease transmission between this snake and other animals . However, complete snake oral metagenomic sequencing has not been reported until now. Therefore, the objective of the present study is to identify the bacterial community diversity in the oral cavity of two venomous and one non-venomous species of snake native to India.
According to the availability, a total of four snakes from three species were used in this study. Live venomous snakes, namely one Indian Cobra (Naja naja) and one King Cobra (Ophiophagus hannah), and a non-venomous Indian Python (Python molurus) were captured from the wild from the Wayanad district of Kerala state, India (Fig. 1a, b and c). The snakes were handled carefully throughout the exercise with the help of snake handlers/experts. Upon capture, each snake was transported immediately to the laboratory. Soon after the arrival of snakes, oral samples were collected. The animal handler secured the head while a veterinarian opened the mouth of the snake using a sterile wooden spatula. Oral swab samples were collected from each snake using commercially available sterile cotton-tipped swab sticks (Fig. 1d). After collection, swabs were placed separately into sterile tubes and transported immediately to the laboratory on ice. Snakes were released back into the wild after the exercise. A fresh road-killed King Cobra presented in a veterinary hospital near the laboratory was also used for the sample collection.
DNA isolation, amplification, and sequencing
Total DNA was isolated from oral swab using the QuickExtract™ DNA Extraction Solution (Epicentre, USA) as per the manufacturer’s instructions. The isolated DNA was checked for purity using the spectrophotometer NanoDrop™ 2000 (ThermoFisher Scientific, USA) and quantified with Qubit 2.0 Fluorometer (Invitrogen, USA). The DNA was stored at − 200 C until further use.
Library preparation of samples was employed using the kit Nextera XT Index (Illumina, USA) as per the manufacturer’s protocol. The steps involved firstly the PCR amplification of microbial 16S rRNA gene fragments using V3 region specific primers 341F-5’CCTACGGGAGGCAGCAG3’ and 534R-5’ATTACCGCGGCTGCTGG3’ with 25 μl reaction containing 2 μl each 10 pmol μl − 1 forward and reverse primers, 0.5 μl of 40 mM dNTP, 5 μl of New England Biolabs® 5× Phusion HF reaction buffer, 0.2 μl of 2 U μl− 1 F-540 Special Phusion HS DNA Polymerase, and 10 ng DNA. The PCR cycling conditions included an initial denaturation at 98 °C for 30 s followed by 30 cycles of 98 °C for 10 s, 72 °C for 30 s, extension at 72 °C for 5 s followed by a final hold at 4 °C employing the thermal cycler ABI (ThermoFisher Scientific, USA). The amplicon DNA was further purified by using PureLinkTM Quick Gel Extraction (Invitrogen, USA) and visualized with SYBR® Safe DNA gel stain (10 μl/100 ml). The second phase PCR was performed after tagging the library with universal primers and Illumina indexed bar code sequences. The PCR Master Mix contained 2 μL each of 10 pmol/ul forward and reverse primers, 1 μL of 40 mM dNTP, 10 μL of 5 X Phusion HF reaction buffers, 0.4 μl of 2 U/μl F-540 Special Phusion HS DNA Polymerase, 10 μl (minimum 5 ng) of amplicon from the previous PCR cycle and water to complete the total volume of 50 μl. The final library products were validated on a Tape Station 2200 instrument (Agilent Technologies, USA) using the Agilent 2200 Tape Station software. The library was then loaded on Illumina MiSeq platform with a 300-cycle Illumina MiSeq reagent kit v.2 for achieving paired-end sequencing (2 × 150 bp paired end run). The raw FASTQ file data of four samples; Cobra, King Cobra 1 (KC1), the road-killed King Cobra 2 (KC2) and Python were deposited in NCBI’s Sequence Read Archive under BioProject ID: PRJNA408014 under the respective Biosample accession numbers SRR6053311, SRR6053312, SRR6053313 and SRR6053314.
Taxonomy profiling and community analysis of 16S rRNA amplicon sequences
Initially, the sample raw sequencing reads were checked for quality, adapter dimer and duplication using FastQC V0.11.5, whereas the adapter trimming was performed using an in-house PERL script. The sequences with Phred score ≥ 30 (>Q30; error-probability > = 0.001) were considered for further downstream analysis. The adapter trimmed reads were merged to make V3 consensus FASTA using the FLASH program with default parameters. All the chimeric sequences were detected and filtered using the UCHIME algorithm as the de novo chimera-removal method. The pre-processed reads were clustered into Operational Taxonomic Units (OTU) using Uclust proGram with the similarity cutoff of 0.97. The singleton OTUs (read abundance < 2) were discarded from the analysis. The data was then analyzed using the software package QIIME V1.8 (Quantitative Insights into Microbial Ecology) to reveal and elucidate the taxonomy profile of samples. The representative sequence was picked for each of the OTUs and mapped against Greengenes and SILVA core set Small sub-unit (SSU) reference database using PyNAST proGram. Taxonomy from phylum to species level was assigned to each OTU representative sequence with the RDP classifier using a confidence threshold of 0.8. The taxon diversity study (richness and evenness) within the samples was performed employing Shannon, Chao1, whereas the observed species metrics calculation and diversity between samples were accomplished via distance matrix calculation and principal component analysis (PCA). The OTU network maps were generated using QIIME and visualized with Cytoscape .
Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUST) analysis was employed to study the functional gene profile of metabolic pathways among the samples. The metabolic profile was further analyzed using the software package Statistical Analysis of Metagenomic Profiles (STAMP) v2.0. The statistically significant P-values were calculated based on Fisher’s exact test method using Storey’s false discovery rate method of multiple test correction within STAMP, considering P-values < 0.05 for comparison.
The next-generation sequencing of partial 16S rRNA genes based on taxonomy profiling employed in this study inferred the bacterial diversity in the oral cavities of three different Indian snake species, namely the Indian Cobra, King Cobra and Indian Python. Oral swabs from the snakes were collected and the V3 hypervariable region of 16S rRNA gene of microbiome was sequenced by the Illumina-based method. Total readings of 1,155,180, 1,085,952, 1,065,656, 1,404,982 were obtained for Cobra, King Cobra (KC1), fresh road-killed King Cobra (KC2) and Python samples, respectively. The average GC content of all the samples were 52–54% and an average base quality Phred score of 93–97% (Table 1). After pre-processing, the V3 sequences for each sample were generated. The sequences obtained from each sample were first pooled together and then clustered using the program Uclust, available in QIIME V1.8 with similarity cutoff of 0.97. From a total of 46,907 OTUs, 24,233 singleton OTUs (<=1 read) were removed and 22,674 OTUs were considered for further analysis.
Taxonomic profiling of metagenomic sequences
The taxonomic classification of OTUs was carried out using RDP classifier against Greengenes and SILVA 16S RNA gene database [29, 30]. The relative distribution of phyla, genera and species between the samples is shown in Fig. 2. The nine phyla – including Actinobacteria, Bacteroidetes, Proteobacteria, Chloroflexi (Chlorobacteria), Firmicutes, Cyanobacteria, TM7 (Candidatus Saccharibacteria), Acidobacteria and Gemmatimonadetes – were commonly distributed among the samples (Fig. 2a). Our results demonstrated that Proteobacteria (Cobra: 33.4%, KC1: 23.5%, KC2: 24.3%, Python: 22.8%) and Actinobacteria (Cobra: 22.8%, KC1: 36.01%, KC2: 33.8%, Python: 30.7%) were identified as the most predominant phyla associated with the snakes analyzed. At the species level, according to the OTU-based relative taxon abundance, Photobacterium angustum, Streptococcus luteciae, Prevotella melaninogenica, Escherichia coli, Streptococcus agalactiae, Corynebacterium durum, Bacteroides fragilis, Propionibacterium acnes and Photobacterium damselae were found among all the samples (Fig. 2b). The complete taxonomy annotation summary is displayed as Additional file 1. The sequences that did not associate with any known reference taxon were classified as unknown or novel hits (Fig. 2c). A total of 96% of unique OTUs are reported as unknown at the species level, since there were no hits. Of the 22,674 total OTUs, we identified 147 unique species among all the four samples. The distribution of common and unique species between the samples is shown in Fig. 3a. A total of 31 species were shared by all the four samples, 43 species were unique to Python, 15 to KC1, 6 to KC2 and only one species was uniquely present in the Cobra sample. The unique species present in the Cobra oral cavity was Bifidobacterium adolescentis. The heat map indicates that most reads matched to Corynbacterium being the most abundant at the genus level, followed by Baceroides and Escherichia in the Cobra, Phycicoccus, Propionibacterium, Pseudomonas and Mycobacterium in KC1, Fusobacterium, Providencia, Acinetobacter, Proteus and Baceroides in KC2, and Escherichia coli and Phycicoccus in the Python (Fig. 3b). By combining data from all snakes, it was found that Escherichia coli, Propionibacterium acnes, Pseudomonas veronii, Brevibacterium aureum, Serratia marcescens and Morganella morganii were the most abundant bacteria at the species level (Fig. 3c).
Taxonomic analysis indicated that 50, 93, 76 and 125 bacterial species in the oral cavities of Cobra, KC1, KC2 and Python, respectively, and the majority of commonly abundant species were pathogens or opportunistic pathogens to humans. The top ten abundant bacterial species are listed in Table 2. Serratia marcescens was most abundant followed by Bacteroides fragilis, Escherichia coli and Propionibacterium acnes in the Cobra snake. In KC1, Peudomonas veronii and Propionibacterium acnes were the most abundant followed by Erwinia dispersa and Escherichia coli. In descending order of their abundance, the oral cavity of KC2 was occupied by Morganella morganii, Brevibacterium aureum, Bacteroides fragilis and Propionibacterium acnes. Among the known species of the bacterial community, Escherichia coli was highly present and together with Propionibacterium acnes, Pseudomonas veronii, Serratia marcescens and Brevibacterium aureum, it contributed the greatest share of the bacterial species in the Python.
The rarefaction plots elucidate that the Python has more taxa (i.e., common: 31 and unique: 43) in the oral cavity as compared to the King Cobra (KC1 and KC2) and Cobra (Fig. 4a). The alpha diversity result is shown in Additional file 2. PCA analysis revealed that the King Cobra samples (KC1 and KC2) clustered closely by sharing identical OTUs at the phylum and species level, whereas bacterial species in the Python and Cobra were uniquely distributed and qualitatively deviated from KC1 and KC2 (Fig. 4b).
Comparison of bacterial community structure and statistical difference between the snakes
The comparison of taxa using STAMP V1.2  shows that Enterobacteriacea, Corynebacterium, Enterococcus, Streptococcus and Xanthomonadaceae were significantly overrepresented with positive difference (P < 1e-15) in the 16S rRNA gene amplicon surveys of Cobra, KC1, KC2 and Python. However, Moraxellaceae, Propionibacterium acnes and Serratia marcescens were overrepresented with negative proportion differences (Fig. 5). The P-values were estimated based on Fisher’s exact test method using Storey’s FDR approach. The correlations between Cobra and King Cobra shows that dominant microbes were positively correlated with P < 1e-15 significance. However, comparison of the Cobra with the Python revealed significant negative correlations in the abundance (P < 1e-6) of Enterobacteriacea, Xanthomonadaceae and Streptophya.
Very few studies limited to study of gut microbiota have attempted to characterize the bacterial organisms colonizing the snake gastrointestinal tract. Except for some culture-dependent studies, a complete profile of the oral bacterial community was absent in this species [32, 33]. Herein, we investigated the oral bacterial community composition of venomous and non-venomous snakes using 16S rRNA amplicon sequencing analysis.
The present study demonstrated that, within the phylum level, Proteobacteria and Actinobacteria were dominant in the oral bacterial community of the snakes studied. In partial 16S rRNA Illumina sequencing of captive Komodo dragon, one of the reptilian species’ oral data showed that Bacteroidetes and Firmicutes shared top abundance of 27.9 and 28.6%, followed by Proteobacteria (18.9%) and Actinobacteria (13%) . The researchers also reported that microbiota present in the oral cavity and skin of the Komodo dragon are similar to those in its environment, but less equivalent to the stool-associated microbiota. However, there has been no phylum-level sequencing evidence yet reported for a snake oral microbiome. 16S amplicon sequencing of the gut microbiota of the Timber Rattlesnake (Crotalus horridus) showed that Proteobacteria population dominated in the small intestine and colon (85%), whereas, inside the stomach, Proteobacteria and Firmicutes were predominant at 50 and 40%, respectively . The pyrosequencing of the Cottonmouth snake (Agkistrodon piscivorus) gastrointestinal tract has revealed that the large intestine, small intestine and cloaca were dominated by sequences associated with Proteobacteria, Bacteroidetes and Firmicutes . Compared to mammalian oral microbiota, where bacteria from the phyla Bacteroidetes, Firmicutes and Proteobacteria typically dominate [34,35,36], the oral microbiota in our snake species were characterized by expanded abundances of Actinobacteria and Proteobacteria. A recent study demonstrated a dominant level of Actinobacteria and Proteobacteria in the oral cavity of a free-living passerine bird, the Great Tit (Parus major) . The dominance of these two bacterial phyla in the oral cavities of snakes in our study suggests that snakes may show more similarities to birds as to their oral bacterial communities than to other vertebrate organisms.
Like other creatures, snakes’ oral cavity is a suitable place for bacterial growth and some of them represent normal oral flora of animals in general. Studies on oral bacterial flora in snakes have been undertaken worldwide using culture-based methods [19, 38]. Different bacterial species have been recognized from the oral cavity of various varieties of snakes. The most significant ones are Pseudomonas and Aeromonas , Morganella morganii , Staphylococcus aureus, Escherichia coli, Proteus, Colestridia, Enterococcus, coagulase-negative Staphylococcus , Stenotrophomonas maltophilia , Acinetobacter, Klebsiella, and Shigella [43, 44], Staphylococcus, Salmonella, Escherichia and Providencia . In our current study, the greatest number of bacterial species were found in the Python specimens (a total of 125) followed by King Cobra. When compared to other snakes, the Cobra oral cavity contained the lowest number of bacterial species. The bacterial community in all the snakes was observed to be mixed population of Gram-positive and Gram-negative organisms, and the commonly abundant bacteria were pathogens or opportunistic pathogens to humans. The wide spectrum of pathogens found in the oral cavity of the venomous snakes studied, whose bites may cause not only poisoning but also infection, aggravates the condition in victims. The literature indicates that bites from non-venomous snakes may also result in secondary bacterial infection . In this study, Propionibacterium acnes, Serratia marcescens and Erwinia dispersa were the commonly found pathogenic species in the non-venomous Python. Subsequently, people associated with snake transportation or studies using these animals run the risk of being infected by opportunistic pathogens. The likelihood of infection is particular high for persons who are sick or immunocompromised.
Recently, Shaikh and co-workers isolated a total of 205 bacterial strains from the oropharyngeal cavity of four snake species including the Indian Cobra, Russell’s viper, Saw-scaled viper, and Common Krait . These bacterial species mainly comprise Morganella morganii, Escherichia coli, Aeromonas hydrophila, Pseudomonas aeruginosa, coagulase-negative Staphylococcus aureus, Bacillus spp., Micrococcus spp., and some anaerobes including Clostridium perfringens. In the present study, we found 50 bacterial species in the oral flora of the Indian Cobra including an extensive variety of Gram-negative bacteria mainly constituted by Serratia marcescens, Bacteroides fragilis, Escherichia coli and Morganella morganii, but also by Propionibacterium acnes and Bacillus cereus, the commonest Gram-positive bacteria. Earlier, a group of workers detailed more than 50 bacterial species in the oral flora of the Chinese Cobra including Aeromonas, Proteus, Colestridium spp., Staphylococcus aureus, Enterococcus, and coagulase-negative Staphylococcus . Previous reports in literature similar to this study showed the presence of Serratia marcescens [15, 45], Bacteroides fragilis [38, 46], Escherichia coli [41, 47], Morganella morganii  and Propionibacterium acnes  in the oral cavity of snakes. We also found the presence of some of the soil bacteria like Bacillus cereus in the oral cavities of the snakes studied. Frequent flicking of the tongue together with feeding and drinking may inoculate the buccal cavity with these bacteria.
In this current study, the Python possessed the greatest number of bacterial species with E.coli was identified as the most common followed by Propionibacterium acnes, Pseudomonas veronii and Serratia marcescens. Oral samples from free-living Reticulated Pythons presented high prevalence of Staphylococcus sciuri, Acinetobacter genomospecies, Aeromonas hydrophila and Pseudomonas aeruginosa . Pythons – usually found in grasslands, swamps, marshes, rocky foothills, woodlands and river valleys – depend on a source of water . Unlike other snake species, Pythons typically consume a correspondingly large variety of prey such as frogs, fishes, small lizards, earthworms, aquatic insects etc., due to their body size, to gain the energy required for capture, ingestion and digestion. Thus, the wide range of bacterial species present in the Python oral cavity might be due to its varied range of habitats and foods. Although both the King Cobra samples used in this study showed similarity in the oral flora at the phylum level, there were wide variations at the genus and species level. The oral cavities of KC1 and KC2 contained 93 and 76 bacterial species, respectively. We demonstrated that among the all the snakes studied, 15 species were unique to KC1 and 6 were exclusively present in KC2. These results were corroborated by the previous report that snakes of the same species do not necessarily harbor the same bacterial flora and numbers . The king cobra KC2 was a fresh road-killed one and therefore, death might be another reason for the difference in numbers of bacterial species between KC1 and KC2.
Snakebite is a serious and important issue in tropical and subtropical countries. It primarily brings the consequences of envenomation and can cause a lesion at the bite site with extensive necrosis. The dead tissue can secondarily get infected by bacteria coming from the snake’s mouth that might be inoculated at instance of the bite . Mixed bacterial infections were commonly observed in wound cultures with a combination of Gram-positive, Gram-negative, and anaerobic microorganisms. In Taiwan, snake (Trimeresurus mucrosquamatus, Trimeresurus stejnegeri and Cobra) wound cultures demonstrated a high prevalence of Morganella morganii and Enterococcus spp. . A later study in Taiwan also reported high abundance of Morganella morganii in a snakebite wound . Other commonly found species have been Enterococcus spp., Proteus spp., Aeromonas hydrophila, Pseudomonas aeruginosa, and Providencia spp. A recent bacteriological analysis of snakebite wound from South Africa also showed Morganella morganii was the most predominant bacteria followed by Proteus spp. . In agreement with other studies, the present manuscript reported a prevalence of Morganella morganii in all the three species studied. Earlier, researchers from India reported that Staphylococcus aureus (32%) was the most common isolate followed by Escherichia coli (15%) in the snakebite wound infection .
Our current study has demonstrated that ophidian oral cavities were predominantly occupied by Gram-negative bacteria including Escherichia coli, Pseudomonas veronii, Serratia marcescens, Morganella morganii, Bacteroides fragilis and Erwinia dispersa. These Gram-negative bacteria have the ability to cause serious health complications in the host once the victims are exposed to snakebite attacks. Absorption and dissemination of endotoxins of Gram-negative bacteria by the blood can be accompanied by severe clinical symptoms such as low blood fibrinogen level, hypotension, acute shock and death . The common Gram-positive bacterial species found in the oral cavities of snakes used in the present study were Propionibacterium acnes, Brevibacterium aureum, Bacillus cereus, Eubacterium dolichum and Staphylococcus epidermidis. Propionibacterium acnes is a pathogenic bacterium, whereas Bacillus cereus and Staphylococcus epidermidis are part of normal human microflora and behave as opportunistic pathogens. Studies have already demonstrated the antibacterial activity of snake venom [56,57,58]. The results suggest that the presence of antibacterial molecules in the snake venom would protect the snakes during feeding. In the current study, the non-venomous Python possessed more numerous bacterial species than venomous snakes. The lower number of bacteria found in the Cobra oral cavity may be due to the process of envenomation. Future studies on more snake varieties from different geographical regions of India are warranted to enable a detailed comparative analyses to investigate the origin and diversity of oral-cavity-associated bacterial communities.
In this study, for the first time, we have shown oral bacterial flora in the venomous and non-venomous snake species from India using next-generation sequencing of hypervariable regions from 16S rRNA gene. Our study demonstrated a wide variation in bacterial species among these snakes whose oral cavities were predominantly occupied by both Gram-negative and Gram-positive, pathogenic or opportunistic pathogenic bacteria. Our finding of a wide difference in ophidian oral bacterial flora suggests variation by individual, species and geographical region. The results generated from this study are of concern, as a bite inflicted by these snakes can result in wound infections and tissue necrosis leading to sepsis/necrotizing fasciitis and/or expose snake handlers, veterinarians and researchers to infections. Furthermore, this work provides a foundation to carry out further research on snakes to recognize the potential drugs/antibiotics for treating different infectious diseases.
Operational taxonomic units
Principal component analysis
Phylogenetic Investigation of Communities by Reconstruction of Unobserved States
Statistical analysis of metagenomic profiles
Colston TJ, Jackson CR. Microbiome evolution along divergent branches of the vertebrate tree of life: what is known and unknown. Mol Ecol. 2016;25(16):3776–800.
Colston TJ, Noonan BP, Jackson CR. Phylogenetic analysis of bacterial communities in different regions of the gastrointestinal tract of Agkistrodon piscivorus, the cottonmouth snake. PLoS One. 2015;10(6):e0128793.
Alberdi A, Aizpurua O, Bohmann K, Zepeda-Mendoza ML, Gilbert MTP. Do vertebrate gut metagenomes confer rapid ecological adaptation? Trends Ecol Evol. 2016;31(9):689–99.
Ley RE, Hamady M, Lozupone C, Turnbaugh P, Ramey RR, Bircher JS, et al. Evolution of mammals and their gut microbes. Science. 2008;320(5883):1647–51.
Hird SM. Evolutionary biology needs wild microbiomes. Front Microbiol. 2017;8:725.
Denman SE, Fernandez GM, Shinkai T, Mitsumori M, McSweeney CS. Metagenomic analysis of the rumen microbial community following inhibition of methane formation by a halogenated methane analog. Front Microbiol. 2015;6:1087.
Wang W, Zheng S, Sharshov K, Sun H, Yang F, Wang X, et al. Metagenomic profiling of gut microbial communities in both wild and artificially reared Bar headed goose (Anser indicus). Microbiology. 2017;6(2):e429.
Hyde ER, Navas-Molina JA, Song SJ, Kueneman JG, Ackermann G, Cardona C, et al. The oral and skin microbiomes of captive komodo dragons are significantly shared with their habitat. mSystems. 2016;1(4):e00046–16. https://doi.org/10.1128/mSystems.
Weissman T, Noctor SC, Clinton BK, Honig LS, Kriegstein AR. Neurogenic radial glial cells in reptile, rodent and human: from mitosis to migration. Cereb Cortex. 2003;13(6):550–9.
Chapouton P, Jagasia R, Bally-Cuif L. Adult neurogenesis is non-mammalian vertebrates. BioEssays. 2007;29(8):745–57.
Handrigan GR, Leung KJ, Richman JM. Identification of putative dental epithelial stem cells in a lizard with life-long tooth replacement. Development. 2010;137(21):3545–9. https://doi.org/10.1590/S1678-91992009000100006
Sudharshan S, Dhananjaya BL. Antibacterial potential of a basic phospholipase A2 (VRV-PL-VIIIa) from Daboia russelii pulchella (Russell’s viper) venom. J Venom Anim Toxins incl Trop Dis. 2015;21:17. https://doi.org/10.1186/s40409-015-0014-y.
RSJr F, de Barros LC, Abbade LPF, Barraviera SRCS, Silvares MRC, de Pontes LG, et al. Heterologous fibrin sealant derived from snake venom: from bench to bedside - an overview. J Venom Anim Toxins incl Trop Dis. 2017;23:21. https://doi.org/10.1186/s40409-017-0109-8.
Campagner MV, Bosco SM, Bagagli E, Cunha ML, Jeronimo BC, Saad E, et al. Microbiological evaluation of different strategies for management of snakes in captivity. J Toxicol Environ Health A. 2012;75(16–17):1070–80. https://doi.org/10.1590/S1678-91992012000300004.
Babalola MO, Balogun JA. The ecology and potential health risk of the oral microflora of Python regius and Clelia scyntalina. Int J Microbiol Res. 2013;5(1):349–56.
Lukač M, Tomić DH, Mandac Z, Mihoković S, Prukner-Radovčić E. Oral and cloacal aerobic bacterial and fungal flora of free-living four-lined snakes (Elaphe quatuorlineata) from Croatia. Vet Arhiv. 2017;87(3):351–61.
Barbosa LN, Ferreira RS Jr, Mello PL, Garces HG, Chechi JL, Frachin T, et al. Molecular identification and phylogenetic analysis of Bothrops insularis bacterial and fungal microbiota. J Toxicol Environ Health A. 2018;81(6):142–53.
Arroyo O, Bolaños R, Muñoz G. The bacterial flora of venoms and mouth cavities of costa Rican snakes. Bull pan-am health. Organ. 1980;14(3):280–5.
Blaylock RSM. Normal oral bacterial flora from some southern African snakes. Onderstepoort J Vet Res. 2001;68(3):175–82.
Quiroga M, Avila-Agüero ML, Faingezicht I. Abscess secondary to facial snakebite. J Venom Anim Toxins. 2000;6(2):261–70 http://www.scielo.br/scielo.php?script=sci_nlinks&ref=000069&pid=S1678-9199200900010000600008&lng=en.
Zancolli G, Mahsberg D, Sickel W, Keller A. Reptiles as reservoirs of bacterial infections: real threat or methodological bias? Microb Ecol. 2015;70(3):579–84.
Goldstein EJ, Citron DM, Gonzalez H, Russell FE, Finegold SM. Bacteriology of rattlesnake venom and implications for therapy. J Infect Dis. 1979;140(5):818–21.
Costello EK, Gordon JI, Secor SM, Knight R. Postprandial remodeling of the gut microbiota in Burmese pythons. ISME J. 2010;4(11):1375–85.
Jho YS, Park DH, Lee JH, Cha SY, Han JS. Identification of bacteria from the oral cavity and cloaca of snakes imported from Vietnam. Lab Anim Res. 2011;27(3):213–7.
Dipineto L, Russo TP, Calabria M, De Rosa L, Capasso M, Menna LF, et al. Oral flora of Python regius kept as pets. Lett Appl Microbiol. 2014;58(5):462–5.
Huse SM, Dethlefsen L, Huber JA, Welch DM, Relman DA, Sogin ML. Exploring microbial diversity and taxonomy using SSU rRNA hypervariable tag sequencing. PLoS Genet. 2008;4(11):e1000255.
McLaughlin RW, Cochran PA, Dowd SE. Metagenomic analysis of the gut microbiota of the timber rattlesnake, Crotalus horridus. Mol Biol Rep. 2015;42(7):1187–95.
Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, et al. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res. 2003;13(11):2498–504.
McDonald D, Price MN, Goodrich J, Nawrocki EP, DeSantis TZ, Probst A, et al. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J. 2012;6(3):610–8.
Yilmaz P, Parfrey LW, Yarza P, Gerken J, Pruess E, Quast C, et al. The SILVA and “all-species living tree project (LTP)” taxonomic frameworks. Nucleic Acids Res. 2014;42:643–8.
Parks DH, Tyson GW, Hugenholtz P, Beiko RG. STAMP: statistical analysis of taxonomic and functional profiles. Bioinformatics. 2014;30(21):3123–4.
Dehghani R, Rabani D, Shahi MP, Jazayeri M, Bidgoli MS. Incidence of snake bites in Kashan, Iran during an eight year period (2004-2011). Arch Trauma Res. 2012;1(2):67–71.
Shaikh IK, Dixit PP, Pawade BS, Potnis-Lele M, Kurhe BP. Assessment of cultivable oral bacterial flora from important venomous snakes of India and their antibiotic susceptibilities. Curr Microbiol. 2017;74(11):1278–86.
Stearns JC, Lynch MDJ, Senadheera DB, Tenenbaum HC, Goldberg MB, Cvitkovitch DG, et al. Bacterial biogeography of the human digestive tract. Sci Rep. 2011;1(170):1–9.
Alfano N, Courtiol A, Vielgrader H, Timms P, Roca AL, Greenwood AD. Variation in koala microbiomes within and between individuals: effect of body region and captivity status. Sci Rep. 2015;5:10189.
Bik EM, Costello EK, Switzer AD, Callahan BJ, Holmes SP, Wells RS, et al. Marine mammals harbor unique microbiotas shaped by and yet distinct from the sea. Nat Commun. 2016;7:10516.
Kropačkova L, Pechmanova H, Vinkler M, Svobodova J, Velova H, Těšičký M. Variation between the oral and faecal microbiota in a free-living passerine bird, the great tit (Parus major). PLoS One. 2017;12(6):e0179945.
Shek KC, Tsui KL, Lam KK, Crow P, Ng KH, Ades G, et al. Oral bacterial flora of the Chinese cobra (Naja atra) and bamboo pit viper (Trimeresurus albolabris) in Hong Kong SAR, China. Hong Kong Med J. 2009;15(3):183–90.
Cooper JE, Leakey JH. A septicaemic disease of east African snakes associated with enterobacteriaceae. Trans R Soc Trop Med Hyg. 1976;70(1):80–4.
Jorge MT, Malaque C, Ribeiro LA, Fan HW, Cardoso JL, Nishioka SA, et al. Failure of chloramphenicol prophylaxis to reduce the frequency of abscess formation as a complication of envenoming by Bothrops snakes in Brazil: a double-blind randomized controlled trial. Trans R Soc Trop Med Hyg. 2004;98(9):529–34.
Thomas N, Brook I. Animal bite-associated infections: microbiology and treatment. Expert Rev Anti-Infect Ther. 2011;9(2):215–26.
Hejnar P, Bardoň J, Sauer P, Kolář M. Stenotrophomonas maltophilia as a part of normal oral bacterial flora in captive snakes and its susceptibility to antibiotics. Vet Microbiol. 2007;121(3–4):357–62.
Theakston RDG, Phillips RE, Looareesuwan S, Echeverria P, Makin T, Warrell DA. Bacteriological studies of the venom and mouth cavities of wild Malayan pit vipers (Calloselasma rhodostoma) in southern Thailand. Trans R Soc Trop Med Hyg. 1990;84(6):875–9.
Fonseca MG, Moreira WMQ, Cunha KC, Ribeiro ACMG, Almeida MTG. Oral microbiota of Brazilian captive snakes. J Venom Anim Toxins. 2009;15(1):54–60 http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1678-91992009000100006.
Artavia-León A, Romero-Guerrero A, Sancho-Blanco C, Rojas N, Umaña-Castro R. Diversity of aerobic bacteria isolated from oral and cloacal cavities from free-living snakes species in Costa Rica rainforest. Int Sch Res Notices. 2017;2017:8934285.
Chen CM, Wu KG, Chen CJ, Wang CM. Bacterial infection in association with snakebite: a 10-year experience in a northern Taiwan medical center. J Microbiol Immunol Infect. 2011;44(6):456–60.
Jorge MT, Ribeiro LA, da Silva ML, Kusano EJ, de Mendonca JS. Microbiological studies of abscesses complicating Bothrops snakebite in humans: a prospective study. Toxicon. 1994;32(6):743–8.
Yak R, Lundin AC, Pin PY, Sebastin SJ. Oral bacterial microflora of freeliving reticulated pythons (Python reticulatus) in Singapore. J Herpetol Med Surg. 2015;25(1–2):40–4.
Mehrtens JM. Living snakes of the world in color. New York: Sterling Publishersç; 1987. p. 480.
Warrel DA. Injuries, envenoming, poisoning and allergic reactions caused by animals. In: Warrel DA, Firth CTM, editors. New York: Oxford textbook of medicine ; 2003. p. 923–6.
Huang LW, Wang JD, Huang JA, H SY, Wang LM, Tsan YT. Wound infections secondary to snakebite in central Taiwan. J Venom Anim Toxins incl Trop Dis. 2012;18(3):272–6 http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1678-91992012000300004.
Mao YC, Liu PY, Hung DZ, Lai WC, Huang ST, Hung YM, et al. Bacteriology of Naja atra snakebite wound and its implications for antibiotic therapy. Am J Trop Med Hyg. 2016;94(5):1129–35.
Wagener M, Naidoo M, Aldous C. Wound infection secondary to snakebite. S Afr Med J. 2017;107(4):315–9.
Garg A, Sujatha S, Garg J, Acharya NS, Chandra PS. Wound infections secondary to snakebite. J Infect Dev Ctries. 2009;3(3):221–3.
Babalola MO, Akinyemi A. Bacteriological investigation of commercial intravenous infusions in South Western Nigeria. SJASS. 2012;2:14–25 http://scottishjournal.co.uk/paper/SJASS_Vol.2_No.2.pdf.
Ciscotto P, Avila RAM, Coelho EAF, Oliveira J, Diniz CG, Farías LM, et al. Antigenic, microbicidal and antiparasitic properties of an L-aminoacid oxidase isolated from Bothrops jararaca snake venom. Toxicon. 2009;53(3):330–41.
Vargas LJ, Londoño M, Quintana JC, Rua C, Segura C, Lomonte B, et al. An acidic phospholipase A2 with antibacterial activity from Porthidium nasutum snake venom. Comp Biochem Physiol B Biochem Mol Biol. 2012;161(4):341–7.
Samy RP, Kandasamy M, Gopalakrishnakone P, Stiles BG, Rowan EG, Becker D. Wound healing activity and mechanisms of action of an antibacterial protein from the venom of the eastern diamondback rattlesnake (Crotalus adamanteus). PLoS One. 2014;9(2):e80199.
We acknowledge Kerala State Forest Department for the permission to capture the snakes from Wayanad Wildlife Sanctuary, Kerala state, India.
The project was funded by the SciGenom Research Foundation as part of its internal research program.
Availability of data and materials
The sequence data sets used in this study are available in the NCBI Sequence Read Archive (SRA) repository (https://www.ncbi.nlm.nih.gov/bioproject/PRJNA408014/), under BioProject id: PRJNA408014.
The snakes were handled carefully throughout the exercise and after the collection of oral samples, they were released back into the wild. The experiments were conducted under the guidelines of the Department of Forests and Wildlife, Kerala state, India.
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The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The taxonomy annotation and the relative abundance all the samples from phylum to species level. (XLS 158 kb)
The alpha diversity metrices of all samples calculated based on Shannon Index method. The index values shows the species richness and evenness of the sample. (XLS 123 kb)
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Krishnankutty, S.P., Muraleedharan, M., Perumal, R.C. et al. Next-generation sequencing analysis reveals high bacterial diversity in wild venomous and non-venomous snakes from India.. J Venom Anim Toxins Incl Trop Dis 24, 41 (2018). https://doi.org/10.1186/s40409-018-0181-8
- Microbial community
- Next-generation sequencing
- Venomous snake
- Hypervariable region