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. 2020 Sep 10;21(18):6607. doi: 10.3390/ijms21186607

Table 3.

Metabolomics in kidney preservation for Tx.

Authors Model Metabolomics Results
Animal studies
Richer et al., 2000 [45] SCS in UW vs. EC (48 h);
Porcine DBD with autoTx;
N = 7/group
1H NMR spectroscopy;
Metabolites from plasma and urine
SCS in UW vs. EC after reperfusion
UW in urine: ↓ trimethylamidoxide/creatinine ratio,
↓ dimethylamine/creatinine ratio;
UW in plasma: ↓ trimethylamidoxide
Hauet et al., 2000 [20] SCS in UW vs. EC (48 h);
Porcine DBD with autoTx;
N = 14/group
1H NMR spectroscopy;
Metabolites from plasma and urine
SCS in UW vs. EC after reperfusion
UW: ↓ dimethylamine/creatinine ratio,
↓ trimethylamidoxide/creatinine ratio,
↑ citrate/creatinine ratio, ↓ acetate/creatinine ratio, ↓ lactate/creatinine ratio
Hauet et al., 2000 [46] SCS in UW vs. EC (24 h) followed by 90 min reperfusion;
Porcine DBD, single vs. multiorgan donor without Tx;
N = 10/group
1H NMR spectroscopy;
Metabolites from urine
SCS in UW vs. EC after reperfusion
UW in urine: ~N-acetyl-β-D-glucosaminidase, ↓ lactate/creatinine ratio, ↓ acetate/creatinine ratio,
↓ trimethylamineoxide/creatinine ratio;
Single vs. multiorgan donor
Single organ in urine: ↓ lactate/creatinine ratio, ↓ acetate/creatinine ratio,
↓ trimethylamineoxide/creatinine ratio,
↑ amino acid, ↑ citrate
Serkova et al., 2005 [47] SCS (24 vs. 42 h) ±Tx;
Rats DBD with Tx;
N = >6–8/group
1H NMR spectroscopy;
Over 50 metabolites from plasma and tissue
24 vs. 42 h of SCS after reperfusion
24 h in blood: ~creatinine, ↓ allantoin,
↑ polyunsaturated fatty acids;
24 h in tissue: ↓ allantoin,
↓ trimethylamidoxide
Buchs et al., 2011 [48] HOPE vs. SCS (8 and 18 h);
Porcine DCD vs. DBD without Tx;
N = 7
31P NMR spectroscopy; Metabolites from n.d. 8→18 h of HOPE (DBD): ~phosphomonoester, ~γ-ATP, ~α-ATP,
~β-ATP;
8→18 h of HOPE (DCD):
↑ phosphomonoester, ↓ β-ATP;
8 h of SCS→8 h of HOPE (DBD):
↓ phosphomonoester, ↑ γ-ATP, ↑ α-ATP,
↑ β-ATP; ↑ NADH;
18 h of SCS→8 h of HOPE (DBD):
↓ phosphomonoester, ↑ γ-ATP, ↑ α-ATP,
↓ NADH
Bon et al., 2014 [49] HMP (22 h);
Porcine DCD with autoTx;
N = 10
NMR spectroscopy;
Metabolites from perfusate
Inferior outcomes: ↑ lactate, ↑ choline,
↑ amino acids (valine, glycine and glutamate),
↓ glutathione
Nath et al., 2016 [50] HMP (6 and 24 h);
Porcine DBD without Tx;
N = 6
1H and 13C NMR spectroscopy;
Metabolites from perfusate and tissue
6→24 h of HMP: ↑ lactate, ↑ alanine, ~acetate
Nath et al., 2017 [11] HMP vs. SCS (24 h);
Porcine DCD without Tx;
N = 20
1H NMR spectroscopy;
26 metabolites from storage fluid/perfusate and tissue
HMP vs. SCS
HMP: ↑ glutamate, ↑ myoinositol, ↑ lactate,
↑ formate, ↑ acetate, ↑ inosine, ↑ aspartate,
↑ niacinamide, ↑ fumarate
Patel et al., 2019 [51] HOPE vs. aerated HMP (18 h);
Porcine DCD without Tx;
N = 16
13C NMR spectroscopy and GC-MS;
Metabolites from perfusate and tissue
HOPE vs. aerated HMP
HOPE: ↓ lactate, ↑ glutamate, ↑ ATP,
↓ alanine, ~citrate, ↑ succinate, ~malate
Darius et al., 2020 [52] HMP ± 30% vs. 90% oxygen (22 h);
Porcine DCD with autoTx;
N = 28
1H NMR spectroscopy;
16 metabolites from perfusate
HMP ± 30% vs. 90% oxygen
HMP + 90% oxygen: ↓ acetate, ~adenine,
↑ alanine, ↑ aspartate, ↓ formate,
↓ gluconate, ↓ glutamate, ↑ glutathione,
↓ glycine, ↓ hypoxanthine, ~isoleucine,
↓ lactate, ~leucine, ↓ mannitol, ↓ myo-inositol, ↓ succinate
Human studies
Nath et al., 2014 [53] HMP (45 min and 4 h);
Human vs. porcine DBD without Tx;
N = 22
1H NMR spectroscopy;
30 metabolites from perfusate
Human vs. porcine grafts Human: ~conc. of 53.3% metabolites, ~change rate of conc. of 96.7% metabolites, ↑ change rate of conc. for 3-hydroxybutyrate
Guy et al., 2015 [10] HMP (45 min and 4 h);
DBD and DCD with Tx;
N = 26
1H NMR spectroscopy;
28 metabolites from perfusate
DGF vs. IGF
DGF: ↓ glucose, ↓ inosine, ↑ leucine,
↓ gluconate;
IGF: ↑ glucose, ↑ inosine, ↓ leucine,
↑ gluconate

ATP, adenosine triphosphate; DBD, donation after brain death; DCD, donation after circulatory death; DGF, delayed graft function; EC, Euro-Collins solution; GC-MS, gas chromatography–mass spectrometry; HMP, hypothermic machine perfusion; HOPE, hypothermic oxygenated machine perfusion; IGF, immediate graft function; NADH, nicotinamide adenine dinucleotide; NMR, nuclear magnetic resonance; SCS, static cold storage; Tx, transplantation.