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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHYH is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
125.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
275.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
270.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
239.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
236.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
212.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
191.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
191.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
189.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
189.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
187.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
177.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
177.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
170.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
165.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
163.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
163.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
162.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
159.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
157.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
153.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
144.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
140.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
139.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
138.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
128.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
128.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
126.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
124.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
121.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
119.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
114.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
112.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
112.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
108.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
108.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
107.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
106.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
102.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
102.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
101.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
101.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
95.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
95.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
93.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
93.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
92.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
91.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
89.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
88.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
88.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
86.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
84.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
81.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
80.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
76.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
74.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
68.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
53.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
51.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
43.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
36.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHYH is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
45.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
327.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
241.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
167.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
161.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
150.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
147.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
133.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
131.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
125.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
123.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
114.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
111.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
108.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
103.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
103.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
102.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
102.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
98.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
96.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
96.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
95.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
92.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
92.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
92.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
90.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
89.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
89.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
86.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
86.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
85.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
85.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
83.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
83.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
83.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
81.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
80.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
79.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
79.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
78.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
78.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
78.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
78.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
76.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
76.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
75.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
75.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
75.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
75.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
74.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
74.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
74.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
74.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
73.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
72.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
72.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
72.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
72.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
72.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
72.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
72.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
71.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
71.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
70.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
68.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
68.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
68.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
67.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
66.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
66.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
66.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
66.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
65.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
64.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
64.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
63.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
63.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
63.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
62.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
62.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
62.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
62.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
62.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
62.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
62.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
61.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
61.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
61.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
61.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
61.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
61.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
61.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
61.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
61.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
60.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
60.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
60.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
59.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
59.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
59.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
59.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
59.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
59.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
59.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
59.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
59.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
58.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
58.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
58.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
57.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
57.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
57.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
57.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
56.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
56.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
56.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
55.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
55.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
55.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
55.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
55.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
54.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
54.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
54.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
54.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
54.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
54.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
54.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
53.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
53.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
53.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
53.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
52.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
52.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
52.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
52.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
52.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
51.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
51.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
51.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
51.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
51.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
51.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
51.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
51.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
51.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
51.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
50.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
50.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
50.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
50.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
50.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
50.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
49.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
49.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
49.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
49.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
49.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
48.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
48.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
48.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
48.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
48.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
48.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
47.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
47.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
47.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
46.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
46.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
46.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
45.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
45.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
44.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
44.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
44.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
44.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
44.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
44.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
44.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
43.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
43.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
43.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
43.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
43.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
42.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
42.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
42.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
42.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
41.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
41.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
41.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
40.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
40.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
40.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
39.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
39.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
39.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
39.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
39.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
38.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
38.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
38.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
38.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
38.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
37.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
37.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
37.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
37.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
36.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
36.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
36.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
35.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
35.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
35.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
34.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
34.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
34.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
34.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
34.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
33.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
33.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
33.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
33.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
33.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
32.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
32.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
32.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
32.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
31.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
31.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
31.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
31.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
30.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
30.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
30.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
28.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
28.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
26.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
26.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
25.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
25.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
25.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
23.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
23.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
22.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
22.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
18.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
11.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHYH is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
290.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
155.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
100.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
82.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
81.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
79.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
74.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
73.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
70.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
69.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
69.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
69.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
68.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
67.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
63.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
63.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
62.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
61.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
61.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
59.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
59.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
55.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
55.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
51.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
50.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
49.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
49.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
47.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
46.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
46.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
44.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
42.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
41.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
39.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
39.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
39.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
38.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
38.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
37.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
36.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
35.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
33.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
32.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
30.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
25.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHYH is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
64.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1447.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
229.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
202.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
166.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
162.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
145.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
143.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
138.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
135.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
135.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
128.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
126.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
125.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
123.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
120.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
117.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
117.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
115.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
114.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
113.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
110.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
107.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
105.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
104.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
104.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
103.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
103.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
103.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
102.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
102.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
101.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
101.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
101.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
100.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
100.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
99.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
99.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
96.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
95.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
95.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
94.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
92.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
91.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
90.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
90.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
90.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
89.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
89.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
89.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
87.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
87.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
86.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
85.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
85.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
85.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
84.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
83.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
83.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
83.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
83.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
83.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
82.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
81.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
81.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
81.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
80.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
80.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
79.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
78.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
77.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
77.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
75.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
75.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
75.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
75.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
74.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
74.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
72.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
72.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
71.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
71.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
71.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
71.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
70.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
70.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
69.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
68.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
67.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
66.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
66.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
66.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
66.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
65.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
64.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
64.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
64.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
63.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
63.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
62.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
61.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
61.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
60.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
60.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
60.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
59.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
59.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
59.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
59.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
59.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
59.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
59.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
59.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
59.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
59.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
58.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
58.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
58.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
58.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
57.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
56.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
56.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
56.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
56.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
56.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
55.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
55.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
54.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
53.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
53.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
53.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
53.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
52.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
52.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
52.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
52.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
52.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
51.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
51.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
51.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
50.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
49.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
49.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
49.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
48.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
48.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
47.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
47.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
46.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
45.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
45.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
45.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
44.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
44.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
44.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
44.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
44.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
43.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
43.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
43.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
43.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
43.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
42.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
41.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
41.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
40.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
40.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
40.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
40.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
39.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
38.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
38.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
38.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
37.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
36.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
36.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
35.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
34.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
32.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
32.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
32.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
31.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
29.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
28.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
28.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
26.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
26.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
25.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
24.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
24.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
24.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
22.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
22.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009080003
Normal
1.9
CPT0026420001
Normal
1.8
CPT0025610001
Normal
1.7
CPT0007470001
Normal
1.7
CPT0089480003
Normal
1.5
CPT0078840001
Normal
1.4
CPT0000790001
Normal
1.4
CPT0092740003
Normal
1.3
CPT0077500001
Normal
1.3
CPT0092800003
Normal
1.3
CPT0023360001
Normal
1.3
CPT0065820001
Normal
1.3
CPT0064400001
Normal
1.3
CPT0079000001
Normal
1.2
CPT0025060001
Normal
1.2
CPT0065450001
Normal
1.2
CPT0007870001
Normal
1.2
CPT0006950001
Normal
1.2
CPT0066430001
Normal
1.1
CPT0088920001
Normal
1.1
CPT0086890003
Normal
1.1
CPT0023710001
Normal
1.1
CPT0078670001
Normal
1.0
CPT0086830003
Normal
1.0
CPT0092310003
Normal
1.0
CPT0014350001
Normal
1.0
CPT0087050003
Normal
0.9
CPT0078530001
Normal
0.9
CPT0086370003
Normal
0.9
CPT0078940001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0081620001
Normal
0.9
CPT0013790003
Normal
0.9
CPT0082010001
Normal
0.8
CPT0075570001
Normal
0.8
CPT0019160001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0088710001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0063640001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0012090003
Normal
0.7
CPT0012770003
Normal
0.7
CPT0000890001
Normal
0.7
CPT0025920001
Normal
0.6
CPT0088780001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0066520001
Normal
0.6
CPT0001350001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0088570001
Normal
0.5
CPT0017450001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0001190001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0088640003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0009060003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0078800003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0063330001
Normal
0.0
CPT0024680001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0001230001
Normal
-0.2
CPT0001510001
Normal
-0.3
CPT0012640003
Normal
-0.4
CPT0078660003
Tumor
-0.5
CPT0010120001
Normal
-0.5
CPT0025170003
Tumor
-0.6
CPT0064370003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0069190001
Normal
-0.8
CPT0086950003
Tumor
-0.8
CPT0019130003
Tumor
-0.8
CPT0001500009
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0075170001
Normal
-0.8
CPT0007320003
Tumor
-0.9
CPT0023350003
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0086870003
Tumor
-0.9
CPT0079270003
Tumor
-0.9
CPT0000780007
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0079510001
Normal
-1.0
CPT0014370004
Tumor
-1.0
CPT0006440003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0019990003
Tumor
-1.1
CPT0087040003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0077310003
Tumor
-1.1
CPT0075720003
Tumor
-1.1
CPT0088690003
Tumor
-1.2
CPT0000870016
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0001270001
Normal
-1.2
CPT0065750003
Tumor
-1.2
CPT0088900003
Tumor
-1.2
CPT0088480003
Tumor
-1.2
CPT0071150004
Tumor
-1.2
CPT0025110003
Tumor
-1.3
CPT0001220008
Tumor
-1.3
CPT0011240003
Tumor
-1.3
CPT0076330003
Tumor
-1.3
CPT0007860003
Tumor
-1.3
CPT0025880003
Tumor
-1.3
CPT0006630003
Tumor
-1.4
CPT0088970003
Tumor
-1.4
CPT0065430003
Tumor
-1.4
CPT0025580004
Tumor
-1.4
CPT0069160003
Tumor
-1.4
CPT0066470004
Tumor
-1.4
CPT0092290003
Tumor
-1.4
CPT0088630003
Tumor
-1.4
CPT0079480003
Tumor
-1.4
CPT0092190003
Normal
-1.4
CPT0081990003
Tumor
-1.4
CPT0012550003
Tumor
-1.4
CPT0066480003
Tumor
-1.5
CPT0077490003
Tumor
-1.5
CPT0015910003
Tumor
-1.5
CPT0006900003
Tumor
-1.5
CPT0065870003
Tumor
-1.5
CPT0001260009
Tumor
-1.5
CPT0023690003
Tumor
-1.5
CPT0084590001
Normal
-1.5
CPT0081880003
Tumor
-1.6
CPT0092160003
Tumor
-1.6
CPT0077320001
Normal
-1.6
CPT0086820003
Tumor
-1.6
CPT0010110003
Tumor
-1.6
CPT0092730003
Tumor
-1.6
CPT0001180009
Tumor
-1.6
CPT0012370003
Tumor
-1.6
CPT0085670003
Tumor
-1.6
CPT0014450004
Tumor
-1.7
CPT0001340003
Tumor
-1.7
CPT0021240003
Tumor
-1.7
CPT0001540009
Tumor
-1.7
CPT0017410003
Tumor
-1.7
CPT0063630003
Tumor
-1.7
CPT0010160003
Tumor
-1.7
CPT0075560003
Tumor
-1.8
CPT0020120003
Tumor
-1.8
CPT0081600003
Tumor
-1.8
CPT0015810003
Tumor
-1.8
CPT0069000003
Tumor
-1.8
CPT0089020003
Tumor
-1.8
CPT0012670003
Tumor
-1.8
CPT0079410003
Tumor
-1.8
CPT0012280003
Tumor
-1.8
CPT0086360003
Tumor
-1.8
CPT0000640003
Tumor
-1.8
CPT0015730003
Tumor
-1.9
CPT0014160003
Tumor
-1.9
CPT0012080003
Tumor
-1.9
CPT0078990003
Tumor
-1.9
CPT0092790003
Tumor
-1.9
CPT0025050003
Tumor
-1.9
CPT0078510003
Tumor
-1.9
CPT0065930003
Tumor
-1.9
CPT0002350011
Tumor
-2.0
CPT0025350003
Tumor
-2.0
CPT0088760003
Tumor
-2.0
CPT0012180003
Tumor
-2.0
CPT0025230003
Tumor
-2.1
CPT0077110003
Tumor
-2.1
CPT0084560003
Tumor
-2.2
CPT0075130003
Tumor
-2.2
CPT0079230003
Tumor
-2.2
CPT0011410003
Tumor
-2.3
CPT0088550004
Tumor
-2.4
CPT0017850003
Tumor
-2.4
CPT0086030003
Tumor
-2.5
CPT0025290003
Tumor
-2.7
CPT0079380003
Tumor
-2.7
CPT0065690003
Tumor
-2.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.