| Literature DB >> 31887174 |
Benji Perin1, Amin Addetia2, Xuan Qin2,3.
Abstract
Dysbiosis of skin microbiota is associated with several inflammatory skin conditions, including atopic dermatitis, acne, and hidradenitis suppurativa. There is a surge of interest by clinicians and the lay public to explore targeted bacteriotherapy to treat these dermatologic conditions. To date, skin microbiota transplantation studies have focused on moving single, enriched strains of bacteria to target sites rather than a whole community. In this prospective pilot study, we examined the feasibility of transferring unenriched skin microbiota communities between two anatomical sites of the same host. We enrolled four healthy volunteers (median age: 28 [range: 24, 36] years; 2 [50%] female) who underwent collection and transfer of skin microbiota from the forearm to the back unidirectionally. Using culture methods and 16S rRNA V1-V3 deep sequencing, we compared baseline and mixed ("transplant") communities, at T = 0 and T = 24 hours. Our ability to detect movement from one site to the other relied on the inherent diversity of the microenvironment of the antecubital fossa relative to the less diverse back. Comparing bacterial species present in the arm and mixed ("transplant") communities that were absent from the baseline back, we saw evidence of transfer of a partial DNA signature; our methods limit conclusions regarding the viability of transferred organisms. We conclude that unenriched transfer of whole cutaneous microbiota is challenging, but our simple technique, intended to move viable skin organisms from one site to another, is worthy of further investigation.Entities:
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Year: 2019 PMID: 31887174 PMCID: PMC6936845 DOI: 10.1371/journal.pone.0226857
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Overview of sites for one replicate of the experiment (one replicate equals one anatomic “side” of a study subject, here right arm and back).
For each pair of adjacent samples, one is cultured, one is sequenced. [Ba] Baseline samples of arm at T = 0; [Bb] Baseline samples of back at T = 0; [D] donor sites for generation of bacterial pellet (transplant); [T0 ] T = 0 samples of recipient sites for bacterial pellet (transplant) mixed with back microbiota; [Bb24 ] baseline samples of back at T = 24; [T24 ] T = 24 samples of recipient sites for bacterial pellet (transplant) mixed with back microbiota.
Fig 2Study overview—methods and analysis.
[A] Baseline samples collected from arm and back; [B] making and transferring the bacterial pellet (transplant); [C] sampling of recipient sites comprised of bacterial pellet mixed with resident back microbiota at T = 0 and T = 24 hours; [D] comparison of T0, T24 (mixed) sites to baseline sites (looking for evidence of cultured organisms and sequenced taxa that exist in the baseline arm and T0, T24 samples, but are absent in baseline back samples, which serve as controls).
Fig 3Boxplot of Shannon Diversity Index for each replicate of the experiment: subjects 1–4, [R]ight and [L]eft side.
Shannon Diversity weighs both the number of different species and their relative abundance in the sample. Here we compare (a) baseline arm [Ba] samples to baseline back samples [Bb], and (b) Bb samples to recipient sites for bacterial pellet at T = 0 [T0]. Significant difference (p<0.05) by ANOVA analysis is denoted with a (*). There was no significant difference nor trend comparing Bb24 and T24 samples; for this reason they are not included here.
Fig 4Relative readcount by genus (% of classified reads).
(a) Subject 1, (b) Subject 2, (c) Subject 3, (d) Subject 4. While the differences between the baseline arm [Ba] and back [Bb] are striking at this resolution, evidence of successful movement of arm bacteria is more difficult to discern in the samples of recipient sites [T0, T24]. The 18 most common genera (>3% total reads in a sample) are labelled with a corresponding color. Genera with between 1% and 3% total reads have their own color but are not labelled in the key; these species are marked with diagonal lines to distinguish them from those in the color key. Genera with <1% are grouped in “other”. On average, 96% of reads were classified in each sample (range: 91% - 100%).
List of species identified by sequencing that were present in the baseline arm [Ba], absent in baseline back [Bb], and present in the recipient site sample [T0].
| 1L | 1R | 2L | 2R |
| Actinomyces sp.* | Agathobaculum butyriciproducens | Gardnerella vaginalis | Brachybacterium faecium |
| Anaerococcus unclassified | Atopobium parvulum | Janthinobacterium lividum | Gardnerella vaginalis |
| Brachybacterium faecium | Oxalobacteraceae unclassified | Microbacteriaceae unclassified | Actinomyces turicensis |
| Janthinobacterium lividum | Peptoniphilus indolicus | Alphaproteobacteria unclassified | Eggerthella sinensis |
| Microbacteriaceae unclassified | Pseudomonas fluorescens | Candidatus Peptoniphilus massiliensis | Enterobacter ludwigii |
| Actinomyces odontolyticus* | Pseudomonas synxantha | Dialister propionicifaciens | Gordonibacter pamelaeae |
| Agathobaculum butyriciproducens | Sphingomonas melonis | Eggerthella sinensis | Intrasporangiaceae unclassified |
| Alphaproteobacteria unclassified | Acinetobacter haemolyticus | Firmicutes unclassified | Moraxella unclassified |
| Betaproteobacteria unclassified | Arsenicicoccus bolidensis | Gordonibacter pamelaeae | Prevotella veroralis |
| Brevundimonas nasdae | Arthrobacter sp. | Moraxella unclassified | Sphingomonas melonis |
| Flavobacteriaceae unclassified | Blastococcus aggregatus | Oxalobacteraceae unclassified | Acinetobacter unclassified |
| Lactobacillus jensenii | Candidatus Microthrix calida | Pseudomonas unclassified | Bacillus sp. N6 |
| Lysobacter unclassified | Chryseobacterium halperniae | Rhizobiales unclassified | Chitinophagaceae unclassified |
| Micrococcus unclassified | Chryseobacterium indologenes | Roseomonas mucosa | Corynebacterium confusum |
| Peptostreptococcus anaerobius | Clostridiales Family XIII. | Simonsiella muelleri | Corynebacterium matruchotii |
| Pseudomonas synxantha | Incertae Sedis unclassified | Triticum aestivum | Fusobacterium nucleatum* |
| Serratia liquefaciens | Eikenella corrodens | Actinomycetaceae unclassified | Microbacterium esteraromaticum |
| [Clostridium] saccharolyticum | Janibacter sanguinis | Amycolatopsis orientalis | Mycobacterium asiaticum |
| Anaerococcus prevotii | Leptotrichia goodfellowii | BOP clade unclassified | Pseudomonas fluorescens |
| Atopobiaceae unclassified | Mobiluncus curtisii | Corynebacterium minutissimum* | Rhizobiaceae unclassified |
| Campylobacter gracilis | Mogibacterium unclassified | Delftia unclassified* | Sphingomonadaceae unclassified |
| Capnocytophaga granulosa | Ottowia beijingensis | Dialister unclassified | Streptococcus cristatus |
| Chryseobacterium lathyri* | Peptoanaerobacter stomatis | Flaviflexus salsibiostraticola | |
| Citrobacter freundii | Porphyromonas endodontalis | Gordonia unclassified | |
| Collinsella aerofaciens | Prevotella micans | Lactobacillus acetotolerans | |
| Coprococcus eutactus | Prevotella timonensis* | Massilia aurea* | |
| Cupriavidus metallidurans* | Rhizobium unclassified | Massilia unclassified | |
| Deinococcus unclassified | Sphingomonas phyllosphaerae* | Negativicutes unclassified | |
| Dermacoccus unclassified | Streptococcus pneumoniae | Paraeggerthella hongkongensis | |
| Dialister pneumosintes | Treponema vincentii* | Peptoniphilus asaccharolyticus* | |
| Dysgonomonas mossii | Varibaculum anthropi | Peptoniphilus lacrimalis | |
| Enterobacteriaceae unclassified | Varibaculum cambriense | Rhodococcus erythropolis | |
| Gammaproteobacteria unclassified* | Rothia mucilaginosa | ||
| Geobacillus stearothermophilus | Sphingobium yanoikuyae | ||
| Ileibacterium massiliense | Streptomyces chungwhensis | ||
| Libanicoccus massiliensis | |||
| Luteolibacter unclassified | |||
| Microbacterium oxydans | |||
| Ottowia unclassified | |||
| Parvimonas unclassified | |||
| Peptococcus sp. feline | |||
| Prevotella melaninogenica | |||
| Prevotella shahii | |||
| Prevotella sp. oral taxon 292 | |||
| Pseudoclavibacter alba | |||
| Rothia unclassified | |||
| Solirubrobacter ginsenosidimutans | |||
| Sphingobium xenophagum | |||
| Staphylococcus hominis | |||
| Xanthomonadaceae unclassified | |||
| Xanthomonas albilineans | |||
| 3L | 3R | 4L | 4R |
| Actinomyces sp. | Actinomyces sp. | Anaerococcus unclassified | Anaerococcus unclassified |
| Brachybacterium faecium | Dermabacteraceae unclassified* | Dermabacteraceae unclassified | Janthinobacterium lividum |
| Dermabacteraceae unclassified | Gardnerella vaginalis* | Actinomyces odontolyticus* | Anaerococcus hydrogenalis |
| Microbacteriaceae unclassified | Actinomyces neuii | Actinomyces turicensis | Bacillales unclassified |
| Atopobium parvulum | Anaerococcus hydrogenalis | Brevundimonas vesicularis | |
| Bacillales unclassified | Prevotella veroralis | Betaproteobacteria unclassified | Candidatus Peptoniphilus massiliensis |
| Enterobacterales unclassified | Rhizobiales unclassified | Brevundimonas nasdae | Corynebacterium mucifaciens |
| Flavobacteriaceae unclassified | Arabidopsis thaliana* | Brevundimonas vesicularis | Enterobacter ludwigii |
| Helcobacillus massiliensis | Corynebacterium macginleyi | Enterobacterales unclassified | |
| Mesangiospermae unclassified | Glutamicibacter ardleyensis | Dialister propionicifaciens | Firmicutes unclassified |
| Micrococcus unclassified | Hydrogenophilus islandicus | Friedmanniella spumicola | Friedmanniella spumicola |
| Peptostreptococcus anaerobius | Lachnospiraceae unclassified | Helcobacillus massiliensis | Intrasporangiaceae unclassified |
| Streptococcus parasanguinis | Lactobacillus delbrueckii | Lactobacillus gasseri | Lactobacillus gasseri |
| Triticum aestivum | Leuconostoc garlicum | Lactobacillus jensenii | Macrococcus equipercicus |
| Actinomyces oris | Microbacterium paraoxydans | Lysobacter unclassified | Methylobacterium unclassified |
| Bergeyella cardium | Micrococcus luteus | Macrococcus equipercicus | Mycolicibacterium iranicum |
| Bergeyella unclassified | Nesterenkonia halotolerans | Mesangiospermae unclassified | Neisseria unclassified |
| Brachybacterium unclassified* | Roseomonas riguiloci | Methylobacterium unclassified | Rhodobacteraceae unclassified |
| Campylobacter concisus | Mycolicibacterium iranicum | Sphingomonas desiccabilis* | |
| Chryseobacterium hominis | Neisseria unclassified* | Staphylococcus haemolyticus | |
| Chryseobacterium unclassified | Peptoniphilus indolicus | Actinomyces mediterranea | |
| Corynebacterium accolens | Pseudomonas fluorescens | Amaricoccus macauensis | |
| Gemella sanguinis | group unclassified | Burkholderiales Genera | |
| Microbacterium unclassified | Pseudomonas unclassified | ||
| Parvimonas micra | Rhodobacteraceae unclassified* | Caulobacter vibrioides* | |
| Parvimonas sp. oral taxon 110 | Devosia neptuniae | ||
| Pentapetalae unclassified | Serratia liquefaciens | Gemella haemolysans | |
| Poaceae unclassified | Simonsiella muelleri* | Gemmobacter caeni* | |
| Prevotella histicola | Sphingomonas desiccabilis | Granulicatella para-adiacens | |
| Prevotella salivae | Staphylococcus haemolyticus | Janibacter unclassified | |
| Pseudogracilibacillus | Streptococcus parasanguinis | Lactobacillus reuteri* | |
| Stenotrophomonas maltophilia* | Acinetobacter septicus | Leptotrichia trevisanii | |
| Agrobacterium fabrum* | Luteimonas unclassified | ||
| Agrobacterium tumefaciens | Macrococcus canis | ||
| Altererythrobacter salegens | Macrococcus unclassified | ||
| Aridibacter kavangonensis | Mesorhizobium loti | ||
| Blastocatellaceae unclassified | Methylobacterium radiotolerans | ||
| Brachybacterium conglomeratum | Methylosinus trichosporium | ||
| Brevundimonas unclassified* | Microbacterium saccharophilum | ||
| Burkholderiaceae unclassified | Micropruina glycogenica | ||
| Burkholderiales unclassified | Mycolicibacterium austroafricanum* | ||
| Caulobacteraceae unclassified | Nakamurella sp. | ||
| Chryseobacterium gleum | Neisseria meningitidis | ||
| Chryseobacterium hispanicum | Nioella sediminis | ||
| Chryseobacterium taiwanense* | Paraburkholderia tropica | ||
| Clostridiales unclassified | Paracoccus siganidrum | ||
| Deinococcus sp. | Paracoccus yeei | ||
| Dermacoccus nishinomiyaensis | Peptoniphilus coxii | ||
| Dietzia maris | Porphyromonas bennonis* | ||
| Fenollaria massiliensis | Roseomonas gilardii | ||
| Gordonia sputi | Sphingomonas echinoides | ||
| Granulicatella elegans | Staphylococcus equorum* | ||
| Haemophilus influenzae | Staphylococcus saprophyticus | ||
| Kouleothrix aurantiaca | Stenotrophomonas rhizophila | ||
| Lactobacillus johnsonii | Streptococcus oralis* | ||
| Massilia alkalitolerans | Streptococcus salivarius | ||
| Methylorubrum extorquens* | Veillonella parvula | ||
| Nakamurella multipartita | Vicinamibacter silvestris | ||
| Neisseria flavescens | |||
| Neorhizobium huautlense | |||
| Nocardiaceae unclassified* | |||
| Nocardioides oleivorans | |||
| Nocardioides sp. | |||
| Nocardioides unclassified* | |||
| Nonspecific* | |||
| Oryza sativa | |||
| Pantoea agglomerans* | |||
| Pantoea vagans | |||
| Paracoccus marinus* | |||
| Paracoccus versutus | |||
| Phenylobacterium unclassified | |||
| Propionibacteriaceae unclassified | |||
| Proteobacteria unclassified* | |||
| Pseudomonas putida* | |||
| Pseudomonas stutzeri | |||
| Riemerella anatipestifer | |||
| Sphingobacterium sp. | |||
| Sphingobium unclassified | |||
| Sphingomonadales unclassified | |||
| Sphingomonas guangdongensis | |||
| Sphingomonas hengshuiensis | |||
| Variovorax paradoxus | |||
| Xanthomonadales unclassified | |||
| Xanthomonas axonopodis | |||
| Zhizhongheella caldifontis | |||
| Zoogloea oryzae | |||
Species listed in blue cells occur in >2 replicates, species listed in orange cells occur in >1 replicates, and species listed in white boxes occur only once across replicates. Species in are examples where the culture data (derived from a sample taken centimeters away on the same individual) corroborates the sequencing data (present in the baseline arm [Ba], absent in baseline back [Bb], and present in the recipient site sample [T0]). Species from T0 that persist in the T24 site (and remain absent at Bb24 site) are annotated with a (*).
List of unique morphotypes of species identified by culture and MALDI-TOF that were present in the baseline arm [Ba], absent in baseline back [Bb], and present in the recipient site sample [T0].
| 1L | 1R | 2L | 2R |
| None | Staphylococcus epidermidis | Micrococcus luteus | Staphylococcus capitis |
| Staphylococcus sp[ | Micrococcus luteus | ||
| 3L | 3R | 4L | 4R |
| Staphylococcus epidermidis | Staphylococcus sp[ | Staphylococcus capitis* | |
| Staphylococcus capitis* | Staphylococcus hominis | Staphylococcus epidermidis | Roseomonas mucosa |
| Staphylococcus capitis | Staphylococcus hominis | ||
Species listed in are those where the culture and sequencing data both show movement of the same unique arm species not present on the back. Species from T0 that persist in the T24 site (and remain absent at Bb24 site) are annotated with a (*).
Fig 5PCoA Bray-Curtis Plot which relates the similarity in community structure between samples by plotting each sample as a point in two dimensions.
The shapes and color allow us to compare the baseline arm [Ba], baseline back [Bb], and recipient site samples [T0] from each side of each individual. There is a trend in five of eight T0 samples (orange), showing a shift “rightwards” of both of their corresponding back samples (same shape, only yellow), towards their corresponding arm samples (same shape, but red). These T0 samples are denoted with a (*).
Viability of resuspended transfer pellet vs. standard skin swab, measured in colony forming units on blood agar (48 hrs).
| Centrifuged transplant pellet (resuspended in Amies solution) | Standard skin swab (mixed in equivalent volume of Amies solution) | |
|---|---|---|
| Replicate 1 | 1600 CFU | 1560 CFU |
| Replicate 2 | 1950 CFU | 1840 CFU |