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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.
ADM 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
120.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
519.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
416.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
388.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
352.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
325.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
288.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
228.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
184.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
174.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
174.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
172.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
164.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
159.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
159.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
154.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
153.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
153.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
149.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
148.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
135.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
134.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
129.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
128.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
125.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
120.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
120.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
116.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
113.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
107.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
103.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
96.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
96.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
95.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
87.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
82.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
80.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
79.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
79.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
79.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
78.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
70.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
70.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
68.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
64.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
63.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
62.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
58.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
56.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
52.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
51.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
37.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
35.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
33.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
30.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.9
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.
ADM 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
183.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
815.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
773.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
755.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
696.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
610.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
608.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
532.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
528.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
507.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
470.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
453.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
453.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
451.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
450.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
450.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
448.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
446.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
445.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
443.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
434.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
432.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
431.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
422.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
422.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
421.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
415.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
413.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
409.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
406.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
405.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
387.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
387.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
387.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
384.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
382.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
381.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
381.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
376.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
369.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
369.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
369.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
356.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
349.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
348.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
347.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
341.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
336.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
330.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
330.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
327.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
326.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
325.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
324.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
315.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
313.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
312.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
311.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
311.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
311.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
308.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
307.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
305.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
305.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
304.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
303.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
300.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
299.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
296.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
291.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
291.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
291.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
290.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
289.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
289.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
285.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
284.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
282.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
282.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
282.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
280.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
280.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
279.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
278.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
277.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
277.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
276.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
273.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
271.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
269.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
268.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
267.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
267.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
266.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
264.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
264.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
263.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
263.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
263.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
261.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
259.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
259.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
258.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
256.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
255.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
255.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
255.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
254.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
253.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
252.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
251.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
250.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
248.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
246.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
245.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
245.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
244.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
242.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
242.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
241.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
241.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
241.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
240.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
238.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
238.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
238.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
237.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
237.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
237.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
236.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
234.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
233.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
233.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
232.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
231.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
231.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
230.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
230.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
229.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
229.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
228.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
228.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
226.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
224.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
223.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
223.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
222.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
222.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
220.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
220.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
219.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
219.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
219.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
219.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
218.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
218.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
218.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
217.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
217.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
215.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
214.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
214.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
211.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
210.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
209.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
209.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
207.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
207.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
207.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
207.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
206.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
206.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
206.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
206.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
205.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
204.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
204.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
202.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
202.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
201.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
201.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
201.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
200.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
200.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
199.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
199.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
198.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
198.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
198.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
197.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
197.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
195.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
195.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
195.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
195.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
193.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
193.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
193.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
193.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
191.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
190.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
190.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
189.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
189.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
187.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
187.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
187.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
186.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
186.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
185.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
184.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
184.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
184.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
183.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
183.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
182.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
182.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
182.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
181.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
179.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
179.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
179.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
179.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
178.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
178.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
177.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
177.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
177.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
177.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
177.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
176.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
175.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
175.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
174.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
172.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
171.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
170.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
170.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
170.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
170.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
169.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
168.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
168.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
168.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
167.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
167.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
167.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
166.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
166.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
165.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
165.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
165.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
164.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
164.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
164.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
163.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
163.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
163.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
163.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
163.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
162.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
162.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
161.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
161.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
161.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
161.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
161.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
161.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
160.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
160.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
159.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
159.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
159.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
158.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
157.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
157.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
156.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
156.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
155.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
154.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
154.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
154.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
153.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
153.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
152.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
151.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
150.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
150.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
150.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
149.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
149.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
149.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
148.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
148.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
148.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
147.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
146.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
146.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
144.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
144.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
144.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
144.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
143.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
143.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
141.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
141.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
140.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
140.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
140.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
139.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
139.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
139.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
139.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
138.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
138.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
137.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
135.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
134.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
134.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
133.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
133.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
133.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
133.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
132.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
131.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
131.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
130.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
129.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
129.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
129.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
129.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
128.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
128.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
128.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
127.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
127.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
126.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
126.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
126.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
126.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
125.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
124.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
124.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
123.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
121.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
121.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
121.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
121.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
120.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
120.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
120.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
119.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
119.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
119.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
118.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
118.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
118.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
117.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
117.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
117.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
117.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
117.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
116.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
116.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
116.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
114.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
113.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
113.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
112.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
112.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
112.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
112.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
111.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
111.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
111.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
111.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
111.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
110.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
109.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
109.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
109.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
108.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
108.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
108.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
108.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
108.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
107.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
107.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
107.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
106.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
106.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
106.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
106.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
105.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
105.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
104.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
104.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
103.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
103.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
103.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
103.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
102.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
102.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
101.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
101.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
101.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
101.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
101.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
101.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
100.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
99.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
98.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
97.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
97.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
96.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
96.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
95.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
94.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
94.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
94.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
94.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
94.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
94.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
93.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
92.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
92.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
92.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
92.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
92.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
91.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
91.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
90.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
90.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
89.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
89.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
89.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
88.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
88.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
88.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
87.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
87.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
86.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
86.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
84.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
84.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
83.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
83.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
83.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
82.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
82.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
81.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
80.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
80.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
80.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
79.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
77.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
74.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
74.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
74.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
74.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
72.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
72.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
71.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
70.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
69.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
69.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
69.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
68.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
67.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
67.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
66.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
65.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
64.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
63.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
63.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
58.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
56.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
52.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
48.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
43.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
42.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
40.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
38.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
37.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
35.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
34.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
31.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
25.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
10.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 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.
ADM 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
295.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1195.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1126.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1076.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1076.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
729.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
683.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
670.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
625.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
582.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
582.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
570.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
563.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
550.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
548.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
515.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
504.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
504.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
474.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
464.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
441.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
422.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
413.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
396.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
377.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
376.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
357.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
351.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
335.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
334.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
328.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
327.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
311.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
306.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
286.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
285.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
278.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
276.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
275.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
268.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
267.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
258.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
258.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
256.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
253.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
251.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
251.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
242.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
240.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
237.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
236.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
229.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
224.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
217.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
216.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
213.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
206.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
202.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
201.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
193.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
191.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
190.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
181.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
180.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
174.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
172.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
172.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
172.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
171.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
169.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
169.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
168.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
163.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
153.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
152.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
152.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
148.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
147.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
146.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
143.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
138.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
136.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
127.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
123.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
121.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
117.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
116.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
100.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
94.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
92.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
89.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
83.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
82.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
76.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
72.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
66.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
27.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADM 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
30.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
380.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
268.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
244.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
217.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
207.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
201.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
184.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
173.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
171.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
167.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
157.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
152.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
147.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
131.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
129.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
115.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
115.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
114.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
109.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
99.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
98.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
97.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
93.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
87.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
86.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
86.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
86.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
79.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
76.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
70.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
70.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
69.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
69.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
67.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
63.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
62.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
62.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
60.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
58.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
58.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
54.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
53.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
52.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
49.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
49.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
49.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
46.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
46.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
46.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
45.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
43.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
42.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
42.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
42.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
41.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
40.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
39.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
38.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
38.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
36.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
34.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
33.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
31.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
30.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
30.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
30.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
25.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
25.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
24.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
23.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
21.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
21.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
14.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
13.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
10.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
5.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
5.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
5.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
5.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
4.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
4.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
4.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
3.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
3.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
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
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
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
