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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.
SRGN 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
34.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
501.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
216.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
123.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
78.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
76.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
75.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
61.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
57.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
54.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
44.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
39.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
38.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
33.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
25.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
18.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
SRGN 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
159.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
772.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
764.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
597.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
490.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
488.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
472.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
459.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
455.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
445.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
438.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
432.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
432.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
428.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
399.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
387.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
385.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
379.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
378.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
376.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
374.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
374.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
346.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
345.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
340.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
323.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
318.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
318.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
318.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
318.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
314.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
312.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
309.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
305.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
304.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
302.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
300.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
296.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
291.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
287.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
284.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
284.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
283.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
281.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
281.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
279.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
279.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
278.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
278.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
272.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
272.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
270.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
265.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
265.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
264.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
262.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
262.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
260.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
256.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
256.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
254.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
253.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
249.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
248.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
247.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
247.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
246.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
245.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
244.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
239.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
239.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
239.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
239.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
239.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
238.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
234.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
234.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
234.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
233.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
233.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
232.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
232.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
232.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
231.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
230.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
229.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
228.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
228.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
227.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
227.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
226.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
225.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
223.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
223.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
223.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
221.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
221.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
220.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
220.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
220.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
219.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
219.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
218.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
218.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
218.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
216.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
215.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
214.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
214.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
214.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
212.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
211.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
211.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
210.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
209.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
209.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
208.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
207.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
207.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
206.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
205.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
205.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
205.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
204.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
204.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
203.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
202.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
202.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
202.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
202.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
200.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
199.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
198.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
197.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
197.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
197.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
197.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
197.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
196.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
196.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
196.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
196.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
196.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
195.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
195.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
194.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
194.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
194.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
192.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
191.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
191.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
190.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
190.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
189.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
189.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
188.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
187.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
186.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
186.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
185.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
184.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
184.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
184.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
183.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
183.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
183.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
183.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
182.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
182.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
182.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
181.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
181.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
181.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
180.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
180.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
180.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
180.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
179.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
179.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
179.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
178.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
178.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
178.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
177.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
176.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
175.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
175.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
175.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
175.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
174.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
174.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
173.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
173.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
173.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
172.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
171.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
171.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
171.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
171.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
170.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
170.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
170.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
169.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
169.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
169.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
168.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
167.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
166.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
166.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
165.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
164.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
163.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
163.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
163.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
162.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
162.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
161.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
161.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
161.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
161.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
160.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
160.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
160.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
160.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
160.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
160.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
159.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
158.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
158.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
158.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
158.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
157.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
157.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
157.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
156.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
156.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
156.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
156.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
155.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
155.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
154.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
154.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
154.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
154.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
153.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
153.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
153.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
152.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
151.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
151.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
151.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
151.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
150.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
150.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
149.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
149.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
149.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
149.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
149.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
149.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
148.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
147.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
147.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
147.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
147.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
146.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
146.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
146.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
144.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
143.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
142.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
142.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
142.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
141.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
141.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
140.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
140.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
140.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
139.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
139.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
138.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
138.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
137.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
137.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
137.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
137.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
136.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
136.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
136.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
135.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
135.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
135.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
135.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
134.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
134.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
134.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
134.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
134.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
133.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
133.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
133.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
133.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
133.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
132.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
132.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
132.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
132.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
132.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
132.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
132.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
131.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
131.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
131.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
130.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
130.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
130.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
130.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
129.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
129.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
129.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
129.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
128.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
126.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
126.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
126.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
125.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
125.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
123.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
123.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
123.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
123.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
122.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
122.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
122.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
121.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
121.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
121.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
121.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
120.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
120.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
120.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
120.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
119.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
119.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
119.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
118.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
118.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
117.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
117.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
116.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
116.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
114.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
114.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
114.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
113.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
113.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
113.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
112.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
112.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
112.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
111.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
111.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
111.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
111.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
110.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
110.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
108.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
108.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
108.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
108.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
107.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
106.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
106.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
105.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
105.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
104.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
103.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
103.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
103.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
103.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
102.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
101.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
101.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
101.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
101.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
99.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
99.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
98.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
98.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
97.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
97.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
96.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
95.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
95.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
94.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
94.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
94.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
94.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
93.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
93.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
93.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
93.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
92.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
92.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
91.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
91.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
90.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
89.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
89.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
88.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
88.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
87.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
87.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
87.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
86.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
86.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
86.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
85.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
85.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
85.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
85.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
85.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
85.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
84.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
82.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
80.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
80.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
80.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
80.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
80.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
79.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
79.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
77.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
77.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
77.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
76.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
76.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
75.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
75.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
74.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
73.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
73.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
73.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
71.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
71.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
71.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
71.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
70.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
69.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
69.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
68.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
67.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
66.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
66.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
65.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
64.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
63.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
63.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
61.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
61.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
61.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
60.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
57.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
57.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
56.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
55.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
55.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
54.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
53.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
53.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
51.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
51.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
51.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
51.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
51.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
50.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
48.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
46.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
45.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
44.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
43.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
40.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
39.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
39.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
37.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
30.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
29.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
21.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
SRGN 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
208.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1305.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
657.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
489.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
400.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
396.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
392.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
381.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
381.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
378.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
357.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
352.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
338.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
335.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
329.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
318.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
312.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
311.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
307.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
302.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
280.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
276.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
270.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
269.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
265.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
264.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
259.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
255.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
251.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
250.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
240.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
234.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
232.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
231.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
230.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
230.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
218.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
210.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
208.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
205.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
205.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
198.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
198.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
197.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
195.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
193.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
190.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
186.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
183.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
183.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
180.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
177.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
173.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
171.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
168.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
165.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
165.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
162.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
161.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
156.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
152.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
151.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
149.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
148.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
147.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
146.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
143.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
142.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
141.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
139.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
139.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
138.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
138.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
129.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
127.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
124.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
123.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
123.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
122.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
111.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
108.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
107.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
104.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
104.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
99.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
95.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
88.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
84.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
79.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
62.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
61.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
59.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
41.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SRGN is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
60.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
298.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
281.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
275.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
248.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
243.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
233.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
203.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
198.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
186.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
185.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
179.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
164.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
161.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
158.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
158.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
156.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
156.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
154.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
152.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
150.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
149.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
146.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
144.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
141.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
139.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
139.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
131.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
129.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
126.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
123.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
121.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
120.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
119.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
119.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
118.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
112.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
112.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
111.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
109.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
107.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
106.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
106.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
105.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
104.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
102.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
102.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
102.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
101.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
98.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
98.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
97.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
96.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
96.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
95.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
95.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
93.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
93.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
93.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
93.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
93.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
92.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
89.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
88.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
88.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
86.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
84.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
84.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
83.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
83.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
83.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
82.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
82.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
81.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
80.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
80.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
79.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
78.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
78.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
77.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
77.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
74.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
73.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
73.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
73.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
73.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
73.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
72.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
72.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
72.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
72.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
72.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
71.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
71.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
71.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
70.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
68.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
67.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
65.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
65.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
65.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
64.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
64.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
64.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
64.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
63.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
61.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
59.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
57.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
56.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
54.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
54.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
54.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
54.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
54.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
52.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
52.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
52.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
52.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
52.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
51.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
51.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
51.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
50.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
49.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
49.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
49.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
49.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
48.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
46.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
46.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
46.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
46.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
45.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
45.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
44.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
44.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
44.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
42.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
42.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
42.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
42.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
40.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
39.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
39.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
38.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
33.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
33.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
33.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
33.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
32.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
31.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
30.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
29.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
28.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
28.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
27.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
27.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
26.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
26.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
26.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
23.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
23.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
22.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
18.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.8
CPT0076330003
Tumor
3.7
CPT0081880003
Tumor
2.0
CPT0088550004
Tumor
1.2
CPT0006730001
Normal
1.1
CPT0075560003
Tumor
1.1
CPT0019990003
Tumor
1.1
CPT0076350001
Normal
1.0
CPT0077490003
Tumor
0.9
CPT0001260009
Tumor
0.7
CPT0069160003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0079480003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0065870003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0079230003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0025920001
Normal
0.3
CPT0078830003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0092740003
Normal
0.2
CPT0065690003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0088900003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0011410003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0007320003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0001270001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0018250001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0012570003
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0025880003
Tumor
-0.4
CPT0086370003
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0086830003
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0007860003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0020020001
Normal
-0.5
CPT0026410003
Tumor
-0.5
CPT0023710001
Normal
-0.6
CPT0078800003
Tumor
-0.6
CPT0092800003
Normal
-0.6
CPT0006530001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0014450004
Tumor
-0.6
CPT0092730003
Tumor
-0.7
CPT0012770003
Normal
-0.7
CPT0078840001
Normal
-0.7
CPT0088570001
Normal
-0.7
CPT0014470001
Normal
-0.7
CPT0088970003
Tumor
-1.0
CPT0088920001
Normal
-1.1
CPT0088500001
Normal
-1.1
CPT0079180003
Tumor
-1.1
CPT0007470001
Normal
-1.2
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
