Author and year | Number of metabolites | Blood metabolite | ||
---|---|---|---|---|
Assessed | Significantly different in CFS/ME/SEID vs HC | Decreased in CFS/ME/SEID vs HC (p-value) | Increased in CFS/ME/SEID vs HC (p-value) | |
Germain et al. (2020) [21] | 786 | 41 | Cysteinylglycine (0.008) Hypotaurine (0.039) Indolelactate (0.006) Tryptophan betaine (0.035) Dehydroepiandrosterone sulfate (DHEA-S) (0.035) Epiandrosterone sulfate (0.035) Androstenediol (3alpha, 17alpha) monosulfate (2) (0.039) 5alpha-androstan-3beta,17alpha-diol disulfate (0.04) Androsterone sulfate (0.041) Androstenediol (3beta,17beta) disulfate (2) (0.044) Etiocholanolone glucuronide (0.049) Cortisone (0.004) Cortisol (0.02) Dihomo-linolenoyl-choline (0.019) Linoleoylcholine (0.036) Stearoylcholine (0.043) Docosahexaenoylcarnitine (C22:6) (0.025) Adrenoylcarnitine (C22:4) (0.029) Octanoylcarnitine (C8) (0.035) Decanoylcarnitine (C10) (0.049) Branched chain 14:0 dicarboxylic acid (0.049) 3-hydroxymyristate (0.013) 3-hydroxydecanoate (0.015) 3-hydroxylaurate (0.029) Cis-4-decenoate (10:1n6) (0.047) Valerate (5:0) (0.045) Phenylalanylalanine (0.007) Phenylalanylglycine (0.014) Valylleucine (0.046) Dimethyl sulfone (0.032) Piperine (0.027) Sulfate of piperine metabolite C16H19NO3 (3) (0.027) Stachydrine (0.044) | N-carbamoylalanine (0.049) 4-hydroxyglutamate (0.004) N-acetyl-1-methylhistidine (0.038) N,N,N-trimethyl-alanylproline betaine (TMAP) (0.039) Arachidoylcarnitine (0.025) Adipoylcarnitine (C6-DC) (0.042) Glycohyocholate (0.048) Gamma-glutamyltyrosine (0.045) |
Germain et al. (2018) [22] | 832 | 9 | Gamma-CEHC (0.005) Alpha-CEHC glucuronide (0.018) Gamma-CEHC glucuronide (0.019) Inosine 5′-monphosphate (0.003) 2′-O-methylcytidine (0.009) Adenosine 3′-5′-cyclicmonophosphate (0.012) | Haem (0.002) Alpha-ketoglutarate (0.03) Gamma-glutamyl-threonine (0.003) |
Nagy-Szakal et al. (2018) [29] | 562 | 2 | Carnitine-choline (0.017) Phosphatidylcholine (0.017) | None |
Germain et al. (2017) [23] | 361 | 65 | Acetylcarnosine (0.0014) ATP (0.0024) ADP (0.0034) Glycochenodeoxycholate (0.0044) C3H4O2.3 (0.0050) 2-Methylglutaconic acid (0.0097) C20H34O4.4 (0.0032) Taurine (0.0073) 13-carboxy-alpha-tocopherol (0.0027) 4-Imidazolone-5-propanoate (0.0023) Sulfoglycolithocholate (0.0058) C4H6O3.3 (0.0074) Acetamidopropanal (0.0164) l-proline (0.0164) d-glucose (0.0091) l-erythrulose (0.0093) 2,3-epoxy-alpha-tocopherylquinone,5,6-epoxy-alpha-tocopherylquinone (0.0082) l-glutonate (0.0091) d-glutonate (0.0091) C20H32O4.21 (0.0034) Glycolothocholate (0.0075) CDP-Choline (0.0141) Glycocholate (0.0110) 25-hydroxyvitamin D3-26,23-lactone (0.0075) Lithocholate (0.0182) Glyoxylate (0.0073) Choline phosphate(1-)(0.0085) Succinylcarnitine (0.0271) 5-guanidino-2-oxopentanoic acid (0.0050) Phosphoanto-oxy-phisphonate-UDP-d-galactose (0.0110) S-(2-Methylpropanoyl)-dihydrolipoamide (0.0064) Ethanolamine phosphate (0.0201) S-[2-Carboxy-1-(1H-imidazol-4-yl)ethyl]-l-cysteine (0.0153) 3alpha,7alpha,12alpha,25-tetrahydroxy-5beta-cholestane-24-one/3alpha,7alpha,12alpha-trihydroxy-5beta-cholestanoate (0.0136) l-kynurenine/Fromyl-5-hydroxykynurenamine (0.0201) Fructoseglycine (0.0332) Oxaloacetate (0.0396) C27H46O4.3 (0.0259) 5-hydroxyindoleacatate (0.0328) 2-Keto-3-deoxy-d-glycero-d-galacto-nonic acid (0.0430) l-isoleucine, l-Leucine (0.0482) 13-carboxy-gamma-tocopherol (0.0475) d-Glucuronate 1-phosphate (0.0195) Nicotinamide (0.0396) 3-oxo-8(R)-hydroxy-hexadeca-6E10Z-dienoate_3-oxo-8(S)-hydroxy-hexadeca-6E10Z-dienoate (0.0264) Biotin (0.0363) 3-Hydroxyisovalerylcarnitine (0.0460) UTP (0.0461) 5-amino-1-(5-phospho-d-ribosyl)imidazole-4-carboxamide (0.0357) | Cis-11-Eicosenate (0.0069) C20H30O2.4 (0.0041) Cervonic acid C22:6(n-3), docosahexaenoate (0.0042) 3-(methylthio)propionate (0.0299) (Trans-vaccenate-elaidate-oleate (0.0375) 5,6-Dihydrothymine (0.0259) Urocanate (0.0392) N2-Formyl-N1-(5-phospho-d-ribosyl)glycinamide (0.0361) 4-Hydroperoxy-2-nonenal (0.0264) Glycero-3-phosphate (0.0333) Arachidonate, Eicosatetranoic acid (0.0240) Pristanic acid, pristanate (0.0290) Deoxyuridine (0.0296) Clupanodonic acid docosa-4,7,10,13,16-pentaenoic acid (0.0341) 4-Hydroxyphenylacatate/2-Hydroxyphenylacetate/3,4-Dihydroxyphenylacetaldehyde (0.0430) Spermidine (0.0464) |
Yamano et al. (2016) [24] | 144 | 6 | Citrate (< 0.05) Isocitrate (< 0.05) Malate (< 0.05) Urea (< 0.01) Citrulline (< 0.01) | Ornithine (< 0.05) |
Fluge et al. (2016) [25] | 20 | 14 | Lys (0.001) Leu (< 0.001) Phe (< 0.001) Tyr (< 0.001) Ile (< 0.001) Trp (0.009) Ala (0.027) Val (< 0.001) Met (0.017) Asx (< 0.001) His (< 0.001) Pro (< 0.001) Glx (0.029) SDMA (0.001) | None |
Naviaux et al. (2016) [30] | 612 | 61-Females | Ceramide(d18:1/25:0) (< 0.001) THC 18:1/24:0 (< 0.001) PC(16:0/16:0) (< 0.001) Lathosterol (< 0.001) PI(16:0/16:0) (< 0.001) Ceramide(d18:1/22:2) (< 0.001) Adenosine (< 0.001) Ceramide(d18:1/24:2) (< 0.001) THC 18:1/16:0 (< 0.001) 2-Octenoylcarnitine (< 0.001) GC(18:1/16:0) (< 0.001) Phenyllactic acid (< 0.001) Ceramide(d18:1/26:0) (< 0.001) Ceramide(d18:1/24:0) (< 0.001) DHC(18:1/16:0) (< 0.001) Ceramide(d18:1/26:2) (< 0.001) FAD (< 0.001) Ceramide(d18:1/16:0) (< 0.001) SM(d18:1/22:2) (< 0.001) Adenosine monophosphate (< 0.001) PI(38:3) (< 0.001) Chenodeoxycholic acid (0.007) Ceramide(d18:1/20:0) (0.007) Ceramide(d18:1/22:1 OH) (0.009) Ceramide(d18:1/18:2 OH) (0.009) Ceramide(d18:1/22:0) (0.010) Ceramide(d18:1/18:0) (0.010) Ceramide(d18:1/16:1 OH) (0.010) Ceramide(d18:1/24:2 OH) (0.012) SM(d18:1/16:0) (0.012) Ceramide(d18:1/24:1) (0.013) PI(34:1) (0.014) PI(36:0) (0.016) SM(d18:1/20:1) (0.016) 2-Arachidonylglycerol (0.018) THC 18:1/18:0 (0.018) Ceramide(d18:1/22:1) (0.019) PI(34:0) (0.020) Ceramide(d18:1/26:1 OH) (0.020) PI(38:4) (0.021) Hydroxyisocaproic acid (0.022) PC(30:0) (0.025) Cobalamin (0.026) Ceramide(d18:1/20:1 OH) (0.026) dAMP (0.027) PG(32:2) (0.032) PC(16:0/18:2) (0.033) PI(36:1) (0.034) | Hydroxyproline (< 0.001) 1-Pyrroline-5-carboxylic acid (< 0.001) PC(18:1/22:5) (< 0.001) PC(22:6/P-18:0) (< 0.001) PC(36:0) (0.006) PC(18:1/22:6) (0.008) Adipoylcarnitine (0.017) PC(16:0/22:6) (0.025) Arginine (0.030) PC(38:5) (0.031) Gluconic acid (0.032) Vitamin K2 (0.033) Glucosamine 6-phosphate (0.034) |
612 | 61-Males | PC(16:0/16:0) (< 0.001) GC(18:1/16:0) (< 0.001) Ceramide(d18:1/16:0) (< 0.001) THC 18:1/24:0 (< 0.001) Ceramide(d18:1/24:2) (< 0.001) PI(38:4) (< 0.001) DHC(18:1/16:0) (< 0.001) PA(16:0/16:0) (< 0.001) SM(d18:1/22:1 OH) (< 0.001) SM(d18:1/24:2 OH) (< 0.001) Ceramide(d18:1/16:1 OH) (< 0.001) SM(d18:1/22:0) (< 0.001) Ethanolamine (< 0.001) FAD (< 0.001) 4-Hydroxyphenyllactic (< 0.001) Ceramide(d18:1/16:1) (< 0.001) Ceramide(d18:1/18:0) (< 0.001) SM(d18:1/16:0) (< 0.001) SM(d18:1/18:2 OH) (< 0.001) Ceramide(d18:1/24:1) (< 0.001) Ceramide(d18:1/26:2) (< 0.001) Ceramide(d18:1/25:0) (0.005) Ceramide(d18:1/22:2) (0.005) Ceramide(d18:1/22:1) (0.005) Behenic acid (0.008) Hydroxyisocaproic acid (0.010) Uric acid (0.010) Pyroglutamic acid (0.012) SM(d18:1/24:0) (0.012) Lathosterol (0.011) PC(16:0/20:4) (0.011) SM(d18:1/22:1) (0.013) Ceramide(d18:1/22:0) (0.014) SM(d18:1/16:0 OH) (0.015) Ceramide(d18:1/24:0) (0.016) SM(d18:1/20:2 OH) (0.016) PC(18:1/18:1) (0.017) Ceramide(d18:1/16:2 OH) (0.018) PI(38:3) (0.021) 2-Methylcitric acid (0.021) SM(d18:1/22:0 OH) (0.022) 24,25-Epoxycholesterol (0.022) Cholesterol (0.023) SM(d18:1/18:0) (0.024) Ceramide(d18:1/24:0 OH) (0.026) SM(d18:1/22:2) (0.026) 2-Hydroxy-3-methylbutyrate (0.027) Ceramide(d18:1/16:0 OH) (0.028) Deoxyguanosine (0.028) Tiglylcarnitine (0.033) SM(d18:1/16:1 OH) (0.032) Ceramide(d18:1/18:1 OH) (0.031) SM(d18:1/25:0) (0.032) | 1-Pyrroline-5-carboxylic acid (< 0.001) l-Serine (< 0.001) Arginine (< 0.001) Methionine sulfoxide (< 0.001) PC(18:1/22:6) (0.012) PC(20:5/P-16:0) (0.019) l-Threonine (0.021) Gamma-Aminobutyric acid (0.028) | |
Armstrong et al. (2015) [26] | 29 | 6 | Acetate (0.040) Glutamate (0.029) Hypoxanthine (0.001) Lactate (0.006) Phenylalaine (0.001) | Glucose (0.011) |
Armstrong et al. (2012) [18] | 22 | 2 | Glutamine (0.002) Ornithine (0.045) | None |
Jones et al. (2005) [27] | 26 | 4 | Taurine (< 0.001) Histidine (< 0.001) Tyrosine (< 0.01) Alpha-amino-n-butyric acid (< 0.05) | None |