| Literature DB >> 34992210 |
Ezra Valido1,2, Alessandro Bertolo3,4, Gion Philip Fränkl3,5, Oche Adam Itodo3,6, Tainá Pinheiro3,7, Jürgen Pannek8,9, Doris Kopp-Heim6,10, Marija Glisic3,6, Jivko Stoyanov3,6.
Abstract
STUDYEntities:
Mesh:
Year: 2022 PMID: 34992210 PMCID: PMC8989678 DOI: 10.1038/s41393-021-00737-y
Source DB: PubMed Journal: Spinal Cord ISSN: 1362-4393 Impact factor: 2.772
Fig. 1Flowchart of study inclusion.
PRISMA flow diagram for the changes in the microbiome following spinal cord injury resulting from searches of databases, screening, reasons for exclusion and description of included studies.
Summary of the findings from the animal gut studies.
| Study population | Intervention and experimental arms ( | Sequencing technique | Microbial differences (vs sham injured or non-SCI) | Diversity indices (vs Sham) | Other significant results | RoB assessment (Author, Publication Year, Country) |
|---|---|---|---|---|---|---|
| Female rats w/ laminectomy at T10 | Intervention: none Experimental arms: sham injured (16), SCI (16) | 16S rRNA V3 + V4 Primers unspecified Illumina MiSeq | ↑(f) Clostridiaceae ↑(s) ↓ (f) Bifidobacteriaceae ↓(s) | α diversity (−) Shannon β diversity –Difference was found at family, genus, and species by UniFrac-PCoA | IL-1β negatively correlated with IL 12 negatively correlated with IL 12 positively correlated with | Moderate (OConnor et al., 2018 [ |
| Adult mice (C57BL/6) with laminectomy at T9 | Intervention: probiotic VSL#3, antibiotic cocktail Experimental arms: sham injured, SCI | 16S rRNA V4-V5 515F/806R Illumina MiSeq Silva_119 | ↓(o)Bacteroidales ↑(o)Clostridiales Significant change (o)Anaeroplasmantales, Turicibacterales and Lactobacillales | – | (+) bacterial translocation ↑20% gut permeability in SCI mice ↑ gene expression for proteins for tight junctions and intestinal epithelium differentiation (+) GALT inflammation Antibiotic-induced dysbiosis increases intraspinal inflammation and lowers locomotor recovery | Low (Kigerl et al., 2016 [ |
| Female mice with laminectomy at T9 | Intervention: Pde4B−/− Experimental arms: sham, SCI, sham injured-SCI w/ Pde4B−/−, SCI w/ Pde4B−/− | 16S rRNA V4 Primers unspecified Illumina MiSeq Greengenes database | ↑(p) Bacteroidetes, Proteobacteria ↓(p) Firmicutes | Pde4B−/− ↓chronic inflammation ↑functional recovery – no expansion of Proteobacteria and significant changes in Firmicutes and Bacteroidetes There is 2.5× increase in 16S rRNA gene copy observed after 1 week and sustained for 6 weeks in SCI mice | Low(Myers et al., 2019 [ | |
| Female mice (C57BL/6) with laminectomy at T10 | Intervention: melatonin Experimental arms: sham injured (16), sham injured +melatonin(16), SCI (16), SCI +melatonin (16) | 16S rRNA V3 + V4 338F/806R Illumina MiSeq Silva (SSU128) database | ↑(o) Clostridiales, ↑(f) Lachnospiracea ↓(o) Lactobacillales, Bifidobacteriales ↓(g) | α diversity Shannon ↑SCI ↑SCI vs SCI + melatonin ACE ↑SCI ↑SCI vs SCI + melatonin β diversity –SCI microbiome clustered distinctly from the sham-operated group by Bray–Curtis-PCoA and PCA | Melatonin ↑gut permeability ↑ gut transit time ↓pro-inflammatory cytokines ↑weight gain Antibiotic introduction lowers locomotor recovery | Moderate (Jing et al., 2019 [ |
| Female rats with laminectomy at C5 | Intervention: FMT Experimental arms: sham injured (11), no injury (10), SCI w/ FMT (14), SCI (10) | 16S rRNA V4 Primers unspecified Illumina MiSeq | – | α diversity (−) Shannon β diversity –Proximity of genus-species composition of non-injured mice with SCI w/ fecal transplant by Bray–Curtis- nonmetric multidimensional scaling | FMT ↓gut dysbiosis ↓anxiety like behavior | Low (Schimdt et al., 2020 [ |
| Female rats with laminectomy at C5 | Intervention: FMT from anxious donors Experimental arms: SCI + vehicle (15), SCI w/ FMT (15), FMT donors (10) | 16S rRNA V3-V4 341F/805R Illumina MiSeq | ↑(p) Cyanobacteria, Proteobacteria ↓(g) | α diversity (−) Shannon β diversity –no difference between SCI with FMT or none at genus level | FMT from anxious donors ↑ anxiety like behavior ↑ increased gut permeability | Low (Schmidt et al 2021 [ |
| Female mice (C57BL/6) with laminectomy at T10 | Intervention: FMT Experimental arms: sham injured (30), sham injured +FMT (30), SCI (30), SCI + FMT (30) | 16S rRNA V3 + V4 338 F/806 R Illumina MiSeq Silva (SSU128) database | ↑(p) Bacteroidetes, Proteobacteria ↓(p) Firmicutes ↓(g) | α diversity ACE ↑SCI Chao ↑SCI β diversity –Difference was found at phylum, genus and ASV by Bray–Curtis-PCoA | FMT ↑ locomotor recovery ↑ restoration of descending motor pathways ↑ neuronal survival and synaptic regeneration ↑ weight gain and metabolic profile ↑ gut transit ↓ neuroinflammation and gut inflammation –maintains instetinal barrier integrity –restores fecal SCFAs –modulates gut microbiome in SCI by ↑ (g) ↓ (g) | Moderate (Jing et al., 2021 [ |
RoB risk of bias, SCI spinal cord injury, RNA ribonucleic acid, GALT gut-associated lymphoid tissue, IL interleukin, PCA principal component analysis, PCoA principal coordinate analysis, FMT fecal matter transplant, SCFA short-chain fatty acid, ASV amplicon sequence variants, F forward, R reverse, s species, g genus, f family, o order, p phylum.
Summary of the findings from the human gut studies.
| Study population | Sequencing technique | Most represented bacterial taxa | Microbial differences (vs able-bodied individuals) | Diversity indices (vs able-bodied individuals) | Other significant results | RoB assessment (Author, Publication Year, Country) |
|---|---|---|---|---|---|---|
Chronic traumatic complete SCI (C-SCI and TL-SCI) vs able-bodied individuals 23 C-SCI, 23 TL-SCI and 20 able-bodied individuals | 16S rRNA V4 515F 806R Illumina MiSeq | SCI (g) Cervical SCI (g) Able-bodied individuals (g) | SCI ↑(g) ↓(g) Cervical SCI ↑ (p) Proteobacteria, Verrucomicrobia (c)Verrucomicrobiae (o) Verrucomicrobiales (f) Bacteroidaceae, Verrucomicrobiaceae (g) ↓(p) Firmicutes (f) Prevotellaceae, Ruminoccaceae (g) | α diversity Simpson ↓T-SCI Chao1- β diversity (+) significant difference between able-bodied individuals vs C-SCI via UniFrac-PCoA | ↑Bifidobacterium in SCI with constipation vs w/o constipation ↑(g) ↑(g) Glucose, HDL and CR had significantly correlated with SCI Serum glucose, HDL, APOA1 and LPA significantly correlated with C-SCI. | Moderate (Zhang et al., 2018a [ |
Chronic traumatic complete SCI at T6 and above (UMN vs LMN) and able-bodied individuals 15 UMN, 15 LMN and 10 able-bodied individuals | 16S rRNA V4 515F 806R Illumina MiSeq | SCI (g) Able-bodied individuals (g) | UMN ↓(g) ↓ (g) LMN ↓(g) | – | – | Low (Gungor et al., 2016 [ Turkey) |
Chronic traumatic SCI (w/ 22% with complete lesion) vs able-bodied individuals 23 SCI, 23 able-bodied individuals | 16S rRNA V3-V4 338F 806R Illumina MiSeq | SCI (g) Able-bodied individuals (g) | ↑(g) ↓(g) | α diversity (−) Shannon (−) Simpson (−) Chao1 (−) ACE (−) Observed OTUs β diversity (+) significant difference between groups by UniFrac-PCoA | – | Moderate (Lin et al., 2020 [ China) |
Complete traumatic SCI (A-SCI and L-SCI) vs able-bodied individuals 7 A-SCI, 25 L-SCI and 20 able-bodied individuals | 16S rRNA V3-V4 primers unspecified ASV clustering taxa assignment | – | SCI ↑(f) Erysipelotrichaceaea, Acidaminococcaceae, Rikenellaceae, (g) L-SCI ↑(o) Clostridiales (f) Lachnospiraceae, Eggerthallaceae ↓(o)Bacillales (g) ↓(f) Burkholderiaceae (vs Able-bodied individuals and A-SCI) A-SCI ↑(f) Desulfovibrionaceae, Odoribacter, Marinifiliaceae (g) ↓(g) | α diversity (−) Shannon (−) Simpson (−) Phylogenetic diversity ↑Chao1 ↑Species count (−) Shannon (A-SCI vs L-SCI) (−) Simpson (A-SCI vs L-SCI) (−) Phylogenetic diversity (A-SCI vs L-SCI) ↑Chao1 (A-SCI vs L-SCI) ↑Species count (A-SCI vs L-SCI) β diversity (+) significant dissimilarity between 3 groups by Bray–Curtis dissimilarity-PCoA, UniFrac-PCoA except for unweighted UniFrac-PCoA of A-SCI vs L-SCI | – | Low (Li et al., 2020 [ United States) |
Pediatric individuals with spina bifida Spina bifida (16), able-bodied individuals (10) Intervention: transanal irrigation | 16S rRNA V1-V2 FOH-27Fmod ROH-338R Illumina MiSeq | SCI (g) Able-bodied individuals (g) | ↓(g) | Transanal irrigation ↑Bristol score ↓neurogenic bowel dysfunction score –changes in the gut microbiota ↑ ↑ ↓ (+) correlation on the relative abundance of | Moderate (Furuta et al., 2021 [ Japan) |
RoB risk of bias, SCI spinal cord injury, UMN upper motor neuron, LMN lower motor neuron, A-SCI acute spinal cord injury, L-SCI long-term spinal cord injury, C-SCI cervical spinal cord injury, TL-SCI thoracolumbar spinal cord injury, PCoA principal coordinate analysis, ANOSIM analysis of similarities, ASV amplicon sequencing variant, s species, g genus, f family, o order, p phylum, OTU operational taxonomic units.
aZhang et al. 2019 was lumped with Zhang et al. 2018 as they have same control and C-SCI population.
Summary of the findings from the human urinary tract studies.
| Study population ( | DNA extraction | Sequencing technique | Most represented bacterial taxa in SCI (%) | Microbial differences in SCI vs able-bodied individuals | Diversity indices | Other significant results | RoB assessment (Author, Publication Year, Country) |
|---|---|---|---|---|---|---|---|
Adults with SCI (5) and children with spina bifida (5) Intervention: intravesical installation of | DNeasy Kit and QIAmp DNA Micro Kit (Qiagen) | 16S rRNA Primers unspecified Illumina MiSeq | (g) | – | α diversity (−) Chao1 (−) Shannon (−) Phylogenetic diversity β diversity —significant difference between adults and children via Unifrac-PCoA | Moderate (Forster et al., 2019 [ | |
Population: adult males with SCI (3) Intervention: probiotic ( | FastDNA SPIN Kit for Soil and the FastPrep Instrument (MP Biomedicals, Santa Ana, CA) | 16S rRNA 27F/536R Illumina MiSeq Grengenes | (f) Enterobacteriaceae (48), | – | α diversity —significantly different Shannon diversity index for the 3 individuals β diversity —significant difference across the 3 individuals by UniFrac-by nonmetric multidimensional scaling | Changes caused by probiotic use or infection were transient and goes back to pre-treatment communities | Moderate (Bossa et al., 2017 [ |
Population: adults with SCI (3) and spina bifida (3) Intervention: intradetrusor botulinum | Extraction via silica columns | 16S rRNA V3-V4 Primers unspecified Illumina | (g) | – | – | Intradetrusor botulinum decreased UTI after 6 months observation Urine culture results were confirmed by sequencing | Moderate (Philippova et al., 2020 [ |
Population: adults with SCI (27) and able-bodied individuals (26) Intervention: none | Phenol-chloroform-isoamyalcohol extraction with enzymatic digestion and phyical lysis for lysate | 16S rRNA V1-V3 27F/534R 454 sequencing and aligned with SILVA database | (g) | (g) Significant ↑ (g) | β diversity —Similarity in microbiome composition of able-bodied individuals vs 0–2 mos duration SCI and 13–48 mos vs 48+ mos duration by PCA | (g) (o) Enterobacteriales could be an indicator for UTI (g) (g) | Moderate (Fouts et al., 2012 [ |
Population: adults with SCI (24) and able-bodied individuals (23) Intervention: none | Phenol-chloroform-isoamyalcohol extraction with enzymatic digestion and phyical lysis for lysate | 16S rRNA V1-V3 27F/534R 454 sequencing and aligned with SILVA database | – | ↑ (g) ↑ (s) ↓ (f)Lactobacillaceae in NB using to those using SP and IC but not those who can void | α diversity (−) Shannon (−) Chao1 (−) Inverse Simpson (−) Fisher β diversity —no significant difference by gender or presence of pyuria. | (f) Lactobacillaceae and (s) (f) fStreptococcaceae and (s) (g) | Moderate (Groah et al., 2016a [ |
Children with NB Intervention: none | 16S rRNA Primers unspecified Illumina MiSeq | (f) Enterobacteriaceae (56), NGC AB Enterobacteriaceae (65), UTI Enterobacteriaceae (55), | α diversity (−) Shannon (−) Chao1 β diversity —UniFrac-PCoA showed significant overlap without clustering between groups | Moderate (Forster et al., 2020 [ |
RoB risk of bias, SCI spinal cord injury, NGC no growth in culture, AB asymptomatic bacteriuria, UTI urinary tract infection, NB neurogenic bladder, PCA principal component analysis, PCoA principal coordinate analysis, s species, g genus, f family, o order, p phylum, mos months.
aGroah et al. is a re-analysis of Fouts et al using a different bioinformatics tool.