Clustering data with hclust algorithm for (Study ST003203)
(Analysis AN005253)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Orn | ME835320 | 0.26 | 2.84 | 3.01 | 0.49 | 0.43 | NA | 0.17 | 0.19 | NA | 0.03 | 0.25 | NA |
alpha-AAA | ME835305 | NA | NA | NA | 1.21 | 0.48 | 2.50 | NA | 0.11 | 0.22 | 0.38 | NA | 0.70 |
Anserine | ME835306 | 0.73 | 0.71 | 1.35 | 0.73 | 0.61 | 0.68 | 1.31 | 0.88 | 0.64 | 3.83 | 0.73 | 0.86 |
5-AVA | ME835301 | 1.11 | 0.64 | 0.72 | 0.69 | 1.25 | 0.72 | 2.35 | 1.02 | 0.60 | 1.01 | 0.74 | 0.72 |
Betaine | ME835308 | 0.56 | 1.82 | 1.04 | 1.01 | 0.92 | 1.54 | 1.08 | 0.60 | 0.65 | 0.84 | 0.96 | 0.98 |
Gln | ME835284 | 0.78 | 0.35 | 1.72 | 0.67 | 1.65 | 0.96 | 0.78 | 1.52 | 0.82 | 1.36 | 0.79 | 1.11 |
Taurine | ME835327 | 1.01 | 0.27 | 1.47 | 0.72 | 1.50 | 1.05 | 0.65 | 1.30 | 0.84 | 1.84 | 0.87 | 1.01 |
3-Met-His | ME835300 | 0.86 | 1.10 | 1.43 | 0.49 | 1.06 | 1.13 | 0.82 | 1.29 | 0.61 | 1.96 | 0.69 | 0.74 |
Ala | ME835279 | 1.13 | 0.91 | 1.79 | 0.45 | 1.45 | 0.94 | 0.87 | 0.94 | 0.48 | 2.20 | 0.65 | 0.70 |
Phe | ME835292 | 1.23 | 0.59 | 1.77 | 0.63 | 1.39 | 1.00 | 1.16 | 0.80 | 0.20 | 2.10 | 0.39 | 0.60 |
PAG | ME835321 | 0.66 | 1.06 | 1.27 | 0.81 | 1.06 | 0.97 | 0.87 | 0.64 | 0.64 | 1.12 | 1.38 | 1.89 |
Gly | ME835286 | 0.85 | 0.73 | 1.59 | 1.02 | 1.08 | 0.62 | 0.86 | 0.88 | 1.37 | 0.89 | 1.02 | 0.72 |
HCys | ME835316 | 0.89 | 0.93 | 0.95 | 1.04 | 0.87 | 0.81 | 1.02 | 0.80 | 1.68 | 0.93 | 0.90 | 0.77 |
TrpBetaine | ME835328 | 0.97 | 0.86 | 1.31 | 0.66 | 1.13 | 1.13 | 1.22 | 0.72 | 1.02 | 0.65 | 0.98 | 0.95 |
t4-OH-Pro | ME835326 | 0.89 | 0.76 | 1.08 | 0.75 | 1.03 | 1.37 | 0.86 | 1.14 | 0.84 | 1.44 | 1.08 | 1.10 |
TMAO | ME835278 | 0.88 | 0.84 | 0.79 | 0.87 | 1.19 | 0.77 | 1.13 | 1.16 | 1.10 | 1.10 | 1.05 | 1.15 |
Creatinine | ME835312 | 0.99 | 0.71 | 1.19 | 0.84 | 1.13 | 1.07 | 0.93 | 1.14 | 0.93 | 1.32 | 0.95 | 1.01 |
Sarcosine | ME835324 | 0.89 | 0.92 | 1.04 | 0.86 | 1.25 | 0.90 | 0.99 | 1.20 | 0.88 | 1.30 | 0.91 | 1.14 |
BABA | ME835307 | 1.16 | 1.05 | 1.22 | 0.80 | 1.16 | 0.92 | 0.95 | 1.18 | 0.85 | 1.02 | 0.87 | 0.96 |
Leu | ME835289 | 1.08 | 0.96 | 1.20 | 0.84 | 1.11 | 0.81 | 1.22 | 1.00 | 0.75 | 1.09 | 0.94 | 1.00 |
Met-SO | ME835318 | 1.03 | 0.88 | 1.20 | 0.89 | 1.08 | 0.92 | 1.06 | 1.03 | 0.88 | 1.09 | 0.92 | 1.10 |
His | ME835287 | 0.97 | 0.84 | 1.32 | 1.08 | 1.15 | 1.01 | 0.93 | 0.96 | 0.92 | 1.01 | 0.91 | 0.87 |
ProBetaine | ME835323 | 0.92 | 0.93 | 1.03 | 1.10 | 0.91 | 0.94 | 0.98 | 0.97 | 1.26 | 1.06 | 0.91 | 0.88 |
Kynurenine | ME835317 | 0.97 | 1.02 | 1.03 | 1.05 | 1.06 | 0.99 | 0.96 | 1.00 | 0.90 | 1.08 | 1.06 | 0.91 |
DOPA | ME835314 | 0.99 | 0.97 | 1.00 | 0.99 | 1.01 | 1.01 | 0.99 | 1.06 | 0.93 | 0.95 | 1.03 | 1.18 |
AABA | ME835302 | 0.96 | 0.94 | 1.01 | 0.97 | 1.06 | 1.05 | 0.97 | 1.01 | 0.94 | 1.12 | 1.01 | 1.05 |
Carnosine | ME835310 | 0.97 | 1.02 | 1.02 | 0.98 | 1.01 | 1.02 | 0.98 | 0.99 | 0.98 | 1.02 | 0.99 | 1.07 |
Met | ME835291 | 1.00 | 1.00 | 1.00 | 1.00 | 0.99 | 1.01 | 1.00 | 1.01 | 1.00 | 0.99 | 1.00 | 1.01 |
1-Met-His | ME835299 | 0.61 | 0.92 | 1.21 | 0.86 | 1.04 | 1.04 | 1.33 | 1.28 | 1.05 | 1.10 | 0.77 | 0.83 |
PheAlaBetaine | ME835322 | 0.68 | 1.38 | 1.06 | 0.88 | 1.06 | 1.06 | 1.06 | 1.06 | 1.06 | 1.32 | 0.86 | 0.66 |
Cystine | ME835313 | 0.80 | 0.90 | 0.89 | 1.21 | 1.19 | 1.07 | 1.15 | 1.09 | 0.92 | 1.09 | 0.97 | 0.67 |
HArg | ME835315 | 0.84 | 1.07 | 1.25 | 1.07 | 1.31 | 1.10 | 1.05 | 0.89 | 0.85 | 1.16 | 0.79 | 0.63 |
ADMA | ME835304 | 0.92 | 0.90 | 1.34 | 1.02 | 1.10 | 1.07 | 0.82 | 1.26 | 0.55 | 0.94 | 1.14 | 1.32 |
Trigonelline | ME835277 | 0.70 | 0.75 | 1.00 | 1.13 | 1.00 | 1.32 | 1.03 | 0.89 | 0.90 | 0.84 | 1.23 | 1.17 |
Cys | ME835283 | 0.95 | 1.02 | 1.88 | 0.88 | 0.74 | 0.89 | 0.95 | 1.70 | 0.56 | 1.07 | 0.84 | 0.89 |
SDMA | ME835325 | 1.04 | 0.78 | 1.28 | 0.78 | 1.42 | 0.78 | 1.38 | 1.07 | 0.62 | 1.28 | 0.76 | 1.07 |
Ile | ME835288 | 0.98 | 0.90 | 1.53 | 0.80 | 1.11 | 0.69 | 1.40 | 1.04 | 0.76 | 0.94 | 0.80 | 0.91 |
Tyr | ME835297 | 1.13 | 0.95 | 1.59 | 0.79 | 1.18 | 0.74 | 1.41 | 1.04 | 0.51 | 1.14 | 0.70 | 0.88 |
Asp | ME835282 | 1.01 | 0.78 | 1.51 | 0.75 | 1.24 | 0.91 | 1.31 | 0.98 | 0.64 | 1.20 | 0.82 | 0.87 |
Pro | ME835293 | 1.03 | 0.99 | 1.37 | 0.84 | 1.15 | 0.87 | 1.28 | 1.06 | 0.61 | 1.21 | 0.79 | 0.96 |
Asn | ME835281 | 0.92 | 0.84 | 1.44 | 0.67 | 1.08 | 1.04 | 1.08 | 1.35 | 0.58 | 1.35 | 0.87 | 1.25 |
Glu | ME835285 | 1.14 | 0.65 | 1.49 | 0.79 | 1.25 | 1.08 | 0.96 | 1.13 | 0.72 | 1.26 | 0.77 | 1.03 |
Val | ME835298 | 1.08 | 0.69 | 1.81 | 0.57 | 1.43 | 0.61 | 1.45 | 0.99 | 0.24 | 1.38 | 0.72 | 0.80 |
Thr | ME835295 | 1.12 | 0.93 | 1.95 | 0.74 | 1.18 | 0.65 | 1.36 | 1.06 | 0.46 | 1.12 | 0.65 | 0.86 |
Cit | ME835311 | 1.35 | 1.11 | 1.94 | 0.88 | 1.01 | 0.71 | 1.27 | 0.83 | 0.55 | 0.94 | 0.59 | 0.77 |
Ser | ME835294 | 1.12 | 1.04 | 2.06 | 0.80 | 1.09 | 0.70 | 1.39 | 0.92 | 0.51 | 0.96 | 0.60 | 0.70 |
Arg | ME835280 | 1.32 | 0.90 | 1.96 | 0.83 | 1.19 | 0.81 | 0.81 | 0.81 | 0.60 | 1.39 | 0.39 | 0.47 |
Trp | ME835296 | 1.04 | 0.52 | 2.15 | 1.07 | 1.18 | 0.74 | 1.09 | 0.86 | 0.44 | 1.44 | 0.65 | 1.03 |
Factors:
F1 | Sample source:Tear | Study Arm:1 | Timepoint:Week 10 | PZC (< 660 ug/L):N |
F2 | Sample source:Tear | Study Arm:1 | Timepoint:Week 10 | PZC (< 660 ug/L):Y |
F3 | Sample source:Tear | Study Arm:1 | Timepoint:Week 18 | PZC (< 660 ug/L):N |
F4 | Sample source:Tear | Study Arm:1 | Timepoint:Week 18 | PZC (< 660 ug/L):Y |
F5 | Sample source:Tear | Study Arm:1 | Timepoint:Week 2 | PZC (< 660 ug/L):N |
F6 | Sample source:Tear | Study Arm:1 | Timepoint:Week 2 | PZC (< 660 ug/L):Y |
F7 | Sample source:Tear | Study Arm:2 | Timepoint:Week 10 | PZC (< 660 ug/L):N |
F8 | Sample source:Tear | Study Arm:2 | Timepoint:Week 10 | PZC (< 660 ug/L):Y |
F9 | Sample source:Tear | Study Arm:2 | Timepoint:Week 18 | PZC (< 660 ug/L):N |
F10 | Sample source:Tear | Study Arm:2 | Timepoint:Week 18 | PZC (< 660 ug/L):Y |
F11 | Sample source:Tear | Study Arm:2 | Timepoint:Week 2 | PZC (< 660 ug/L):N |
F12 | Sample source:Tear | Study Arm:2 | Timepoint:Week 2 | PZC (< 660 ug/L):Y |