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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.
CRIP1 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
11.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
82.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
68.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
23.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
CRIP1 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
156.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1101.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
946.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
785.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
755.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
736.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
717.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
713.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
699.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
696.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
664.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
656.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
637.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
587.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
555.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
530.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
527.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
524.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
517.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
501.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
495.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
480.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
476.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
466.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
461.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
459.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
457.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
438.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
434.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
421.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
414.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
412.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
404.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
400.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
398.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
398.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
389.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
389.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
384.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
382.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
377.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
377.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
375.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
374.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
372.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
371.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
368.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
365.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
351.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
350.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
348.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
340.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
337.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
329.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
329.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
324.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
323.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
322.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
319.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
314.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
299.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
298.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
297.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
297.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
296.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
294.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
294.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
293.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
288.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
285.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
284.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
283.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
282.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
281.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
276.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
273.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
271.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
271.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
271.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
270.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
268.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
267.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
264.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
263.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
259.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
258.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
258.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
258.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
256.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
256.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
255.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
253.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
252.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
252.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
252.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
246.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
242.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
242.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
240.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
239.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
238.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
238.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
236.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
232.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
230.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
226.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
225.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
223.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
221.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
220.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
219.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
218.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
212.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
212.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
211.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
211.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
211.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
211.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
210.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
209.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
209.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
209.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
208.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
207.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
207.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
206.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
206.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
206.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
205.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
203.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
202.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
201.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
201.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
198.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
196.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
196.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
194.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
194.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
194.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
192.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
190.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
189.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
188.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
187.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
187.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
184.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
183.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
183.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
181.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
181.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
181.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
180.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
180.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
179.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
179.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
178.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
177.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
174.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
173.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
169.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
168.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
167.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
166.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
166.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
166.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
166.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
165.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
164.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
163.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
163.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
163.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
161.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
160.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
160.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
159.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
159.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
159.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
157.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
157.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
157.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
157.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
157.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
156.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
153.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
153.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
152.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
151.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
151.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
151.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
151.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
150.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
150.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
149.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
148.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
148.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
147.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
147.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
146.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
146.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
144.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
143.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
142.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
141.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
141.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
140.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
140.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
138.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
136.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
136.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
136.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
136.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
135.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
135.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
135.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
134.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
133.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
133.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
132.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
132.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
132.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
132.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
132.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
131.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
131.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
129.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
128.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
128.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
128.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
128.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
126.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
126.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
126.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
126.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
125.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
125.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
125.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
125.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
125.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
125.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
124.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
124.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
123.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
123.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
122.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
122.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
121.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
121.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
121.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
121.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
121.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
120.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
120.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
120.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
119.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
118.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
118.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
117.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
115.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
115.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
115.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
113.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
113.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
113.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
112.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
112.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
112.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
112.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
111.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
111.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
110.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
109.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
109.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
108.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
107.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
107.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
107.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
106.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
105.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
105.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
104.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
104.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
103.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
103.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
102.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
101.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
101.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
101.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
101.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
101.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
101.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
100.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
100.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
97.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
97.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
96.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
96.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
95.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
95.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
94.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
94.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
93.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
93.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
93.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
93.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
92.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
91.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
91.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
91.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
91.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
90.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
90.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
89.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
89.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
88.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
88.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
88.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
88.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
88.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
87.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
87.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
86.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
86.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
85.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
85.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
84.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
84.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
84.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
84.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
83.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
83.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
83.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
81.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
81.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
81.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
81.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
80.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
80.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
79.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
79.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
79.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
78.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
78.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
78.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
78.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
77.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
76.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
76.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
75.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
75.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
75.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
74.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
74.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
74.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
74.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
73.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
72.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
72.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
71.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
71.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
71.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
71.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
71.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
70.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
70.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
70.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
70.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
69.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
69.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
69.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
67.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
67.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
65.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
65.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
65.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
64.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
64.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
64.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
64.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
63.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
63.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
62.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
62.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
62.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
62.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
61.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
61.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
61.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
61.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
60.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
60.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
60.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
59.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
59.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
59.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
58.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
58.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
58.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
58.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
58.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
57.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
57.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
56.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
55.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
55.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
55.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
55.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
54.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
54.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
53.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
53.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
52.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
51.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
51.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
51.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
50.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
49.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
49.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
48.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
47.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
46.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
46.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
45.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
45.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
45.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
43.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
41.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
40.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
40.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
39.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
38.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
37.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
37.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
34.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
33.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
33.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
32.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
32.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
32.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
31.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
30.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
30.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
28.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
23.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
23.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
22.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
CRIP1 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
108.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
672.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
457.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
424.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
381.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
356.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
277.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
263.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
261.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
250.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
248.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
214.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
187.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
186.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
178.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
177.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
175.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
169.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
161.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
156.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
156.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
151.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
149.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
146.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
144.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
139.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
139.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
136.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
133.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
132.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
130.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
129.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
127.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
126.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
124.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
123.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
113.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
112.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
111.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
110.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
106.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
104.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
101.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
101.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
97.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
96.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
90.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
90.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
80.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
79.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
77.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
75.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
74.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
71.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
71.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
69.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
67.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
66.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
66.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
64.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
60.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
55.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
55.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
54.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
54.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
52.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
48.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
45.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
41.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
33.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
29.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
7.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.3
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.
CRIP1 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
172.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1538.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1441.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1430.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1085.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
906.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
866.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
846.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
805.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
770.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
765.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
743.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
738.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
727.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
689.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
678.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
650.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
643.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
623.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
621.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
618.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
583.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
550.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
502.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
501.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
495.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
491.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
489.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
479.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
454.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
391.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
387.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
387.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
386.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
384.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
375.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
374.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
371.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
363.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
361.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
355.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
352.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
351.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
344.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
343.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
332.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
331.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
328.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
328.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
327.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
326.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
315.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
314.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
312.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
308.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
308.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
297.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
293.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
286.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
286.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
285.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
280.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
274.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
265.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
265.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
261.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
256.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
251.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
249.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
243.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
239.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
231.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
231.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
228.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
223.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
221.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
217.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
216.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
215.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
213.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
211.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
209.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
209.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
206.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
205.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
202.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
200.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
198.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
193.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
191.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
189.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
187.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
187.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
184.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
182.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
179.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
174.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
173.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
172.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
171.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
169.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
165.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
163.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
160.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
158.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
158.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
149.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
148.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
148.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
148.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
146.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
145.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
144.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
142.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
136.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
132.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
127.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
126.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
121.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
119.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
117.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
117.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
114.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
113.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
111.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
109.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
107.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
106.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
101.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
99.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
95.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
92.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
92.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
91.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
86.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
86.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
85.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
83.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
81.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
80.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
78.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
77.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
77.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
70.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
65.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
62.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
61.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
60.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
59.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
59.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
58.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
58.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
57.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
56.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
56.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
55.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
55.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
55.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
53.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
50.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
43.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
42.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
39.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
39.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
39.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
38.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
32.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
30.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
29.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
25.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0015910003
Tumor
2.1
CPT0088900003
Tumor
1.8
CPT0065870003
Tumor
1.7
CPT0088630003
Tumor
1.6
CPT0075720003
Tumor
1.4
CPT0014370004
Tumor
1.4
CPT0011240003
Tumor
1.4
CPT0081990003
Tumor
1.3
CPT0086870003
Tumor
1.3
CPT0077110003
Tumor
1.2
CPT0065810003
Tumor
1.2
CPT0010120001
Normal
1.1
CPT0092190003
Normal
1.1
CPT0078990003
Tumor
1.1
CPT0088760003
Tumor
1.0
CPT0081600003
Tumor
0.9
CPT0026410003
Tumor
0.9
CPT0019130003
Tumor
0.9
CPT0006900003
Tumor
0.9
CPT0006440003
Tumor
0.9
CPT0079380003
Tumor
0.9
CPT0069160003
Tumor
0.8
CPT0001260009
Tumor
0.8
CPT0007320003
Tumor
0.7
CPT0015810003
Tumor
0.7
CPT0085670003
Tumor
0.7
CPT0017410003
Tumor
0.7
CPT0086970003
Normal
0.7
CPT0075560003
Tumor
0.7
CPT0010110003
Tumor
0.6
CPT0020130001
Normal
0.6
CPT0075130003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0075570001
Normal
0.5
CPT0069190001
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0065820001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0007860003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0075170001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0069010001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0023360001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0077490003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0025920001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0087050003
Normal
-0.5
CPT0088550004
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0063640001
Normal
-0.5
CPT0064370003
Tumor
-0.5
CPT0065450001
Normal
-0.5
CPT0078830003
Tumor
-0.5
CPT0009060003
Tumor
-0.6
CPT0012290003
Normal
-0.6
CPT0089460004
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0012770003
Normal
-0.6
CPT0017850003
Tumor
-0.6
CPT0023710001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0086370003
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0012370003
Tumor
-0.7
CPT0000790001
Normal
-0.7
CPT0077320001
Normal
-0.8
CPT0012640003
Normal
-0.8
CPT0025060001
Normal
-0.8
CPT0082010001
Normal
-0.9
CPT0066430001
Normal
-0.9
CPT0002350011
Tumor
-0.9
CPT0017450001
Normal
-0.9
CPT0078510003
Tumor
-0.9
CPT0078840001
Normal
-0.9
CPT0015730003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0088480003
Tumor
-1.0
CPT0023350003
Tumor
-1.1
CPT0024680001
Normal
-1.1
CPT0012280003
Tumor
-1.1
CPT0012550003
Tumor
-1.1
CPT0092310003
Normal
-1.1
CPT0078800003
Tumor
-1.1
CPT0001500009
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0088500001
Normal
-1.2
CPT0014450004
Tumor
-1.2
CPT0063330001
Normal
-1.2
CPT0063630003
Tumor
-1.2
CPT0092290003
Tumor
-1.2
CPT0011410003
Tumor
-1.4
CPT0081880003
Tumor
-1.6
CPT0002270011
Tumor
-1.7
CPT0014160003
Tumor
-1.8
CPT0066520001
Normal
-1.8
CPT0001340003
Tumor
-1.9
CPT0088970003
Tumor
-1.9
CPT0079180003
Tumor
-2.1
CPT0024670003
Tumor
-2.3
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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
