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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.
STC1 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
10.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
140.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
60.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
30.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
STC1 is not prognostic 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
64.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
417.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
261.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
254.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
246.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
225.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
205.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
205.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
196.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
186.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
184.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
181.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
180.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
180.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
174.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
173.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
170.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
169.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
169.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
168.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
167.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
164.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
163.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
162.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
160.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
159.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
157.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
157.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
155.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
155.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
150.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
150.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
150.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
148.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
148.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
147.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
146.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
145.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
144.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
142.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
142.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
140.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
136.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
135.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
133.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
131.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
131.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
129.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
128.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
127.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
126.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
125.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
123.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
122.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
122.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
121.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
121.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
119.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
119.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
118.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
118.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
118.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
117.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
117.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
117.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
117.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
116.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
116.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
115.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
115.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
115.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
115.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
114.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
112.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
111.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
111.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
110.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
110.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
110.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
110.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
109.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
108.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
108.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
108.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
108.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
108.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
107.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
107.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
106.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
106.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
105.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
104.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
104.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
104.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
104.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
103.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
102.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
102.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
101.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
101.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
100.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
100.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
100.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
100.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
99.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
98.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
97.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
96.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
96.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
95.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
94.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
94.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
94.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
93.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
93.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
92.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
92.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
92.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
91.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
91.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
91.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
91.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
90.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
90.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
90.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
90.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
90.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
90.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
88.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
88.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
88.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
88.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
88.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
87.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
87.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
87.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
87.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
87.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
86.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
85.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
84.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
84.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
83.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
83.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
83.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
83.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
82.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
82.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
81.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
81.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
81.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
81.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
80.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
80.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
80.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
80.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
80.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
80.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
80.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
79.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
79.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
79.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
78.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
78.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
78.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
78.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
78.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
77.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
77.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
77.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
76.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
76.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
76.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
76.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
76.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
76.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
76.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
76.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
76.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
75.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
75.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
75.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
75.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
74.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
74.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
74.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
73.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
73.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
72.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
72.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
72.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
72.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
71.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
71.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
71.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
71.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
71.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
71.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
70.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
70.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
70.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
68.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
68.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
68.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
67.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
66.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
66.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
66.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
66.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
65.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
65.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
65.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
65.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
65.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
65.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
64.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
64.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
64.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
63.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
62.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
62.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
62.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
62.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
62.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
61.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
61.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
61.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
61.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
60.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
60.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
60.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
60.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
59.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
59.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
58.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
58.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
58.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
57.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
57.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
57.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
57.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
57.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
57.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
57.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
57.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
56.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
56.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
56.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
55.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
55.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
55.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
55.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
54.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
54.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
54.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
52.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
52.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
52.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
51.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
51.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
51.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
49.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
48.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
48.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
47.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
46.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
46.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
46.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
45.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
45.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
45.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
44.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
43.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
43.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
43.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
41.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
41.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
40.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
40.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
40.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
39.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
39.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
38.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
38.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
37.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
37.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
37.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
36.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
35.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
34.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
34.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
33.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
33.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
33.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
33.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
32.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
32.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
32.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
32.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
32.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
31.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
31.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
31.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
31.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
30.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
29.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
29.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
29.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
29.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
28.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
27.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
26.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
25.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
25.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
24.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
22.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
17.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
2.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 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.
STC1 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
98.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
554.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
334.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
321.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
282.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
262.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
220.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
217.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
202.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
199.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
196.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
188.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
187.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
180.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
174.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
172.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
163.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
152.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
151.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
151.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
143.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
142.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
139.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
138.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
133.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
133.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
131.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
127.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
122.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
122.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
115.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
114.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
114.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
104.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
104.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
104.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
103.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
100.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
99.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
96.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
96.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
95.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
93.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
91.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
90.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
89.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
83.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
77.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
76.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
76.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
74.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
73.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
72.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
68.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
68.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
67.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
67.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
66.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
62.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
60.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
60.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
59.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
51.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
44.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
43.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
41.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
41.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
39.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
37.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
29.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
STC1 is potential prognostic, high expression is unfavorable 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
6.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
205.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
117.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
88.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
75.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
73.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
57.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
57.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
32.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
31.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
29.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
28.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
27.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
22.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
17.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
11.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
5.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
5.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
5.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
5.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
4.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
4.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
3.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
3.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
3.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
2.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
2.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
2.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
2.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
0.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
0.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
0.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
0.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
0.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
0.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
3.2
CPT0084560003
Tumor
2.8
CPT0063630003
Tumor
2.2
CPT0001260009
Tumor
2.1
CPT0000640003
Tumor
1.8
CPT0069190001
Normal
1.5
CPT0069000003
Tumor
1.1
CPT0001190001
Normal
1.0
CPT0088500001
Normal
0.9
CPT0086950003
Tumor
0.9
CPT0079300001
Normal
0.8
CPT0088690003
Tumor
0.8
CPT0012080003
Tumor
0.8
CPT0020130001
Normal
0.8
CPT0020020001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0014160003
Tumor
0.7
CPT0069160003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0006530001
Normal
0.6
CPT0075130003
Tumor
0.5
CPT0088570001
Normal
0.5
CPT0021240003
Tumor
0.5
CPT0025060001
Normal
0.5
CPT0076350001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0081880003
Tumor
0.4
CPT0009020003
Normal
0.4
CPT0078530001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0012570003
Normal
0.4
CPT0017410003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0017450001
Normal
0.4
CPT0065690003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0002370001
Normal
0.3
CPT0025110003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0023350003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0079410003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0063330001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0086890003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0086970003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0014350001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0025290003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0088630003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0092290003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0023360001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0000870016
Tumor
-0.4
CPT0089480003
Normal
-0.4
CPT0025880003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0001220008
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0086370003
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0078830003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0066430001
Normal
-0.5
CPT0012550003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0010170001
Normal
-0.5
CPT0007320003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0081620001
Normal
-0.5
CPT0001180009
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0078990003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0082010001
Normal
-0.6
CPT0000780007
Tumor
-0.6
CPT0001540009
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0066520001
Normal
-0.7
CPT0014450004
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0007470001
Normal
-0.7
CPT0024670003
Tumor
-0.7
CPT0012900004
Tumor
-0.7
CPT0025170003
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0092740003
Normal
-0.8
CPT0063320003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0006730001
Normal
-0.9
CPT0065430003
Tumor
-0.9
CPT0088480003
Tumor
-0.9
CPT0078660003
Tumor
-0.9
CPT0012370003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0012180003
Tumor
-1.0
CPT0064370003
Tumor
-1.1
CPT0000790001
Normal
-1.1
CPT0079180003
Tumor
-1.1
CPT0026410003
Tumor
-1.3
CPT0006630003
Tumor
-1.3
CPT0078800003
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0009060003
Tumor
-1.3
CPT0066470004
Tumor
-1.4
CPT0002270011
Tumor
-1.4
CPT0015730003
Tumor
-1.5
CPT0078930003
Tumor
-1.5
CPT0065450001
Normal
-1.6
CPT0088550004
Tumor
-1.6
CPT0088970003
Tumor
-2.0
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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
