Background
Methods
Participants
Procedure
Biomedical factors
Psychological and cognitive functioning
Chemicals
Quantification of serum metabolites
Statistical analysis
Results
Demographic and clinical data of CKD patients
Parameter | Frequency (%) or Mean ± SD [Range] |
---|---|
Male (%) | 18 (67 %) |
Age (years) | 76.4 ± 7.3 [60–87] |
Education > Year 12 | 9 (33 %) |
Living with a partner | 22 (81 %) |
Retired | 23 (85 %) |
Smoker, current or former | 16 (59 %) |
Body mass index (kg/m2) | 29.8 ± 5.1 [21.5–42.4] |
Serum creatinine (μmol/L) | 336.4 ± 178.2 [121–863] |
eGFR (mL/min/1.73 m2) | 17.0 ± 8.4 [5–36] |
CKD | |
Stage 3b | 3 (11 %) |
Stage 4 | 10 (37 %) |
Stage 5 (non-dialysed) | 7 (26 %) |
Stage 5 (haemodialysis) | 7 (26 %) |
Depression score (PHQ-9) | 3.5 ± 3.5 [0–14] |
Anxiety score (BAI) | 7.2 ± 6.4 [0–25] |
Cognitive functioning (in KDQOL-SF 1.3) | 86.2 ± 15.5 [46.7–100] |
≥3 comorbidities | 14 (52 %) |
Diabetes mellitus | 7 (26 %) |
Hypertension | 21 (78 %) |
Atherosclerotic heart disease | 9 (33 %) |
Congestive heart failure | 9 (33 %) |
Peripheral vascular disease | 7 (26 %) |
Prescribed antidepressants | 3 (11 %) |
Prescribed ACE inhibitors | 8 (30 %) |
Prescribed Angiotensin II Receptor Blockers | 8 (30 %) |
Prescribed statins | 18 (67 %) |
Prescribed antibiotics | 2 (7 %) |
Tryptophan metabolism and association with clinical factors
Current study (n = 27) | Reference values^ | |||
---|---|---|---|---|
Metabolite | Units | Mean ± s.d. [range] | Healthy adult | Uraemic (CKD) |
Neopterina
| nM | 81.2 ± 38.2 [42.4–224.6] | 5.5 ± 2.0c
8.5 ± 4.4d
| 329.1 ± 42.7 (max)c
172 ± 88.0e
|
Cortisol | nM | 212.9 ± 75.8 [91.4–468.7] | 320 ± 190f
| n/a |
Tryptophan | μM | 27.8 ± 7.9 [10.0–48.5] | 54.5 ± 9.7f
31.2 ± 7.4g
62.8 ± 9.3d
| 17.3 ± 9.7g
28.6 ± 8.8e
|
Serotonin (5-HT) | nM | 317.6 ± 221.2 [33.3–825.2] | 740 ± 280f,h
| n/a |
5-OH IAA | nM | 262.6 ± 143.1 [114.2–704.6] | 51.6 ± 6.8f
| n/a |
Kynurenineb
| μM | 3.02 ± 0.91 [1.46–5.32] | 1.6 ± 0.1f
1.6 ± 0.9g
2.5 ± 0.7d
| 3.3 ± 0.9i
2.7 ± 1.4g
4.46 ± 2.5e
|
Kynurenic acidb
| nM | 557.3 ± 336.8 [168.4–1349.0] | 30 ± 7c,f
28.6 ± 17.1g
| 800 ± 400 (max)c,f
336.1 ± 72.6g
|
Quinolinic acidb
| μM | 1.72 ± 1.07 [0.52–4.97] | 0.6 ± 0.3i
0.26 ± 0.1g
| 9.0 ± 5.4i
7.9 ± 2.8g
|
Xanthurenic acid | nM | 417.5 ± 102.8 [207.9–637.2] | 21.9 ± 0.98f
| 170.1 ± 60.0f
|
Quinaldic acid | nM | 264.1 ± 164.1 [90.4–671.0] | n/a | n/a |
3-OH Anthranilic acid | nM | 50.8 ± 16.7 [26.5–95.8] | 79 [15.0–209.0]f
| n/a |
Indoxyl sulfateb
| μM | 33.2 ± 33.9 [3.24–133.3] | 2.5 ± 1.4c
| 108.4 ± 61.0c
|
IAAb
| μM | 4.9 ± 4.0 [1.3–20.9] | 2.9 ± 1.7c
| 11.6 ± 2.2c
|
Neopterin | Cortisol | Tryptophan | Serotonin (5-HT) | 5-OH IAA | 5-OH IAA/5-HT | Kynurenine | KYN/TRP | Kynurenic acid | Quinolinic acid | Xanthurenic acid | Quinaldic acid | 3-OH anthranilic acid | Indoxyl sulfate | IAA | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A) Clinical | |||||||||||||||
Age | −0.17 | −0.34 | 0.46*
| −0.03 | −0.55**
| −0.26 | −0.37 | −0.44*
| 0.02 | −0.15 | 0.19 | −0.23 | −0.22 | −0.24 | 0.17 |
BMI | −0.23 | 0.32 | −0.27 | −0.10 | −0.05 | 0.06 | −0.25 | 0.03 | 0.06 | 0.14 | −0.21 | −0.26 | −0.19 | −0.18 | −0.30 |
Serum creatinine | 0.65***
| −0.15 | −0.10 | 0.04 | 0.66***
| 0.31 | 0.53**
| 0.71***
| 0.17 | 0.43*
| 0.12 | 0.71***
| 0.63***
| 0.78***
| 0.04 |
eGFR | −0.56**
| 0.07 | 0.16 | 0.001 | −0.67***
| −0.35 | −0.46*
| −0.64***
| −0.11 | −0.41*
| −0.01 | −0.63***
| −0.51**
| −0.71***
| 0.12 |
B) Metabolites | |||||||||||||||
Neopterin | 1 | ||||||||||||||
Cortisol | −0.13 | 1 | |||||||||||||
Tryptophan | 0.12 | −0.29 | 1 | ||||||||||||
Serotonin (5-HT) | 0.11 | −0.06 | −0.05 | 1 | |||||||||||
5-OH IAA | 0.50**
| 0.05 | −0.37 | −0.02 | 1 | ||||||||||
5-OH IAA/5-HT | 0.17 | 0.08 | −0.15 | −0.86***
| 0.53**
| 1 | |||||||||
Kynurenine | 0.60***
| −0.28 | 0.56**
| −0.03 | 0.39* | 0.21 | 1 | ||||||||
KYN/TRP | 0.55**
| −0.04 | −0.45*
| 0.03 | 0.83***
| 0.40*
| 0.46*
| 1 | |||||||
Kynurenic acid | 0.26 | 0.06 | 0.11 | −0.16 | 0.07 | 0.18 | 0.32 | 0.17 | 1 | ||||||
Quinolinic acid | 0.52**
| −0.01 | 0.05 | −0.04 | 0.33 | 0.20 | 0.49**
| 0.44*
| 0.05 | 1 | |||||
Xanthurenic acid | 0.21 | −0.09 | 0.56**
| 0.005 | −0.18 | −0.10 | 0.37 | −0.20 | −0.05 | 0.39*
| 1 | ||||
Quinaldic acid | 0.67***
| 0.05 | 0.05 | 0.10 | 0.64***
| 0.25 | 0.60***
| 0.61***
| 0.37 | 0.23 | 0.10 | 1 | |||
3-OH Anth acid | 0.71***
| 0.003 | 0.13 | 0.11 | 0.35 | 0.09 | 0.57**
| 0.46*
| 0.48*
| 0.49**
| 0.30 | 0.75***
| 1 | ||
Indoxyl sulfate | 0.68***
| −0.15 | −0.23 | 0.09 | 0.58**
| 0.22 | 0.44*
| 0.69***
| 0.22 | 0.50**
| −0.06 | 0.71***
| 0.63***
| 1 | |
IAA | 0.07 | 0.10 | 0.17 | −0.20 | 0.01 | 0.17 | 0.24 | 0.07 | 0.14 | 0.05 | 0.22 | 0.09 | 0.20 | −0.07 | 1 |