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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.
CITED2 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
71.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
489.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
237.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
211.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
201.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
188.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
144.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
117.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
115.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
112.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
109.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
107.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
105.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
103.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
100.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
95.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
94.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
94.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
93.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
93.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
85.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
80.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
79.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
72.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
72.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
65.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
63.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
63.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
62.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
60.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
59.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
58.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
54.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
54.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
53.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
51.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
50.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
47.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
41.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
41.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
34.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
31.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
27.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
CITED2 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
90.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
569.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
402.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
388.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
357.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
356.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
347.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
341.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
331.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
312.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
304.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
301.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
296.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
292.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
279.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
276.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
267.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
266.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
259.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
259.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
251.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
251.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
248.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
248.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
246.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
241.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
233.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
232.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
229.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
227.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
222.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
220.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
219.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
218.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
217.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
215.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
214.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
211.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
210.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
208.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
204.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
198.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
195.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
191.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
189.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
186.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
184.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
184.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
182.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
175.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
174.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
174.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
172.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
172.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
172.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
171.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
171.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
169.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
169.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
168.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
168.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
167.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
165.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
164.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
164.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
163.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
160.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
160.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
157.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
155.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
155.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
154.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
154.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
153.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
152.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
151.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
151.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
150.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
150.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
150.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
149.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
148.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
148.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
147.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
147.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
145.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
144.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
142.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
141.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
141.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
141.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
141.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
139.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
137.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
137.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
137.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
136.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
136.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
135.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
135.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
133.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
133.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
133.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
132.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
132.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
131.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
130.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
130.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
130.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
128.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
128.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
128.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
128.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
127.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
127.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
126.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
126.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
125.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
124.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
123.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
123.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
123.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
122.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
121.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
120.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
120.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
120.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
119.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
119.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
118.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
118.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
118.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
116.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
116.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
116.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
116.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
115.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
115.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
115.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
114.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
112.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
112.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
112.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
112.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
112.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
111.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
110.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
110.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
110.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
109.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
109.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
109.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
108.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
108.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
108.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
108.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
108.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
108.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
107.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
107.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
106.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
106.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
106.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
105.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
105.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
105.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
104.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
103.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
102.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
101.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
101.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
101.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
101.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
101.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
101.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
100.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
99.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
99.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
98.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
98.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
97.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
97.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
96.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
96.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
96.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
96.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
96.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
95.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
94.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
94.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
94.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
94.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
94.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
93.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
93.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
93.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
93.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
92.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
92.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
91.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
91.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
91.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
91.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
91.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
91.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
89.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
88.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
88.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
88.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
88.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
88.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
86.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
86.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
86.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
86.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
85.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
84.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
83.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
83.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
82.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
82.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
82.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
82.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
82.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
82.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
81.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
81.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
81.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
80.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
80.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
80.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
80.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
79.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
79.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
79.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
79.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
79.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
79.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
79.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
78.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
78.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
77.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
77.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
77.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
77.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
77.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
76.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
75.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
74.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
74.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
73.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
73.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
72.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
72.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
72.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
72.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
71.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
71.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
71.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
70.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
70.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
70.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
69.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
68.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
67.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
67.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
67.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
66.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
66.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
65.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
65.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
65.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
65.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
65.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
64.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
64.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
64.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
63.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
63.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
63.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
63.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
63.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
62.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
61.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
61.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
60.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
60.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
60.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
60.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
59.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
59.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
59.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
59.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
58.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
58.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
58.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
57.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
57.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
57.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
57.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
57.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
56.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
56.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
55.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
55.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
55.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
54.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
54.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
54.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
53.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
52.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
51.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
51.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
50.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
49.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
49.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
49.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
49.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
49.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
49.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
48.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
48.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
48.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
48.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
48.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
47.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
46.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
46.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
45.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
44.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
44.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
44.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
43.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
43.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
43.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
43.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
43.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
42.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
41.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
40.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
40.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
39.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
38.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
38.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
38.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
37.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
37.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
37.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
37.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
36.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
34.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
33.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
31.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
31.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
31.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
31.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
31.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
31.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
29.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
29.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
28.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
28.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
26.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
CITED2 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
139.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
456.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
407.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
397.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
390.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
370.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
348.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
341.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
331.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
292.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
274.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
261.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
260.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
255.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
251.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
244.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
239.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
239.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
238.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
225.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
223.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
208.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
200.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
199.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
171.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
170.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
164.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
163.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
162.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
161.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
154.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
153.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
150.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
149.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
146.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
140.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
138.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
133.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
133.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
132.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
131.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
131.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
128.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
128.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
126.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
119.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
117.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
116.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
114.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
114.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
112.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
110.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
106.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
106.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
105.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
104.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
104.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
104.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
101.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
98.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
97.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
97.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
92.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
91.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
91.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
85.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
84.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
78.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
76.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
73.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
71.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
71.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
68.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
63.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
61.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
61.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
58.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
58.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
58.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
58.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
57.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
56.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
50.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
42.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
36.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
35.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
CITED2 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
131.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
729.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
590.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
532.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
469.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
405.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
402.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
400.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
389.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
385.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
378.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
373.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
372.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
368.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
345.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
339.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
326.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
318.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
312.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
293.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
292.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
290.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
290.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
285.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
282.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
281.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
278.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
275.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
266.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
265.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
265.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
265.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
262.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
259.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
259.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
252.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
246.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
244.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
240.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
239.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
239.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
236.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
231.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
230.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
223.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
222.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
222.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
218.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
217.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
212.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
212.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
211.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
209.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
209.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
209.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
207.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
207.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
205.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
204.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
204.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
197.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
196.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
194.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
189.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
188.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
187.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
187.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
185.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
183.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
181.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
179.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
175.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
173.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
172.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
170.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
169.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
167.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
165.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
165.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
164.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
164.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
163.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
161.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
160.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
159.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
158.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
158.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
158.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
157.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
156.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
154.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
151.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
148.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
147.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
146.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
146.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
143.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
143.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
142.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
141.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
141.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
140.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
136.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
135.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
133.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
130.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
130.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
130.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
130.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
129.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
129.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
129.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
128.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
127.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
127.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
126.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
125.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
125.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
123.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
123.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
122.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
122.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
120.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
119.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
118.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
117.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
115.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
115.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
114.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
114.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
113.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
113.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
112.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
112.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
111.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
110.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
110.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
110.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
109.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
106.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
105.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
105.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
105.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
104.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
103.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
103.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
101.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
99.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
95.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
95.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
94.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
94.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
94.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
93.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
91.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
90.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
87.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
87.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
87.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
87.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
86.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
85.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
84.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
84.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
84.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
83.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
83.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
83.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
81.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
80.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
79.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
79.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
79.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
79.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
78.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
77.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
76.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
75.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
74.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
74.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
73.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
73.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
72.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
72.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
71.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
71.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
70.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
70.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
69.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
69.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
67.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
67.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
67.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
67.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
66.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
65.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
65.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
65.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
64.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
62.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
62.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
60.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
60.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
60.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
59.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
58.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
57.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
56.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
56.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
55.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
55.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
54.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
53.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
53.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
50.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
49.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
48.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
47.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
43.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
42.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
40.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
39.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
38.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
38.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
36.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
36.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
34.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
31.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
30.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
28.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
22.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
22.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
21.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
1.3
CPT0000640003
Tumor
0.9
CPT0085670003
Tumor
0.9
CPT0086820003
Tumor
0.9
CPT0001180009
Tumor
0.9
CPT0086950003
Tumor
0.8
CPT0019130003
Tumor
0.8
CPT0025580004
Tumor
0.8
CPT0077110003
Tumor
0.7
CPT0000780007
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0065870003
Tumor
0.7
CPT0078830003
Tumor
0.7
CPT0092190003
Normal
0.7
CPT0086030003
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0001220008
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0009080003
Normal
0.6
CPT0069160003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0078800003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0006630003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0086890003
Normal
0.4
CPT0015910003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0009020003
Normal
0.4
CPT0025230003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0086830003
Normal
0.3
CPT0001230001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0087040003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0025170003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0077320001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0089020003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0086970003
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0012370003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0075170001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0084560003
Tumor
-0.4
CPT0076350001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0026410003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0020020001
Normal
-0.5
CPT0017850003
Tumor
-0.5
CPT0077140001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0012180003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0077500001
Normal
-0.6
CPT0026420001
Normal
-0.7
CPT0088480003
Tumor
-0.7
CPT0069010001
Normal
-0.8
CPT0013790003
Normal
-0.9
CPT0011240003
Tumor
-1.0
CPT0012770003
Normal
-1.1
CPT0024670003
Tumor
-1.2
CPT0012570003
Normal
-1.4
CPT0082010001
Normal
-1.5
CPT0078660003
Tumor
-1.6
CPT0079180003
Tumor
-2.5
CPT0088570001
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0088920001
Normal
N/A
CPT0014450004
Tumor
N/A
CPT0079300001
Normal
N/A
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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.
The Human Protein Atlas project is funded
