We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CA12 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
734.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
2114.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1804.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1734.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1584.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1545.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1381.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1276.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1262.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1243.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1206.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1097.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1025.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1024.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1011.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
994.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
982.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
976.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
961.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
953.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
944.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
938.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
929.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
897.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
897.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
895.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
817.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
761.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
755.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
747.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
695.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
679.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
663.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
649.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
621.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
593.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
583.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
561.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
552.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
547.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
494.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
490.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
455.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
451.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
450.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
444.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
444.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
443.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
417.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
409.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
398.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
388.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
372.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
310.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
300.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
290.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
276.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
273.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
211.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
187.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
173.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
142.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
139.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
94.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
CA12 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
181.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1150.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1140.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1104.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1056.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1039.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
992.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
768.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
764.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
750.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
701.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
696.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
648.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
616.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
570.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
565.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
563.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
526.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
513.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
504.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
485.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
481.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
478.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
475.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
470.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
466.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
447.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
442.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
431.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
431.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
420.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
420.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
404.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
397.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
396.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
392.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
388.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
382.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
380.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
378.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
369.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
366.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
354.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
353.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
349.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
347.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
345.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
345.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
344.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
341.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
338.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
336.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
332.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
325.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
321.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
307.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
307.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
305.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
301.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
300.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
299.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
296.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
295.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
295.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
294.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
291.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
291.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
290.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
288.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
283.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
282.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
280.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
277.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
275.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
274.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
273.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
270.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
269.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
265.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
265.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
264.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
264.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
264.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
263.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
263.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
262.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
261.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
259.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
259.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
258.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
258.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
258.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
255.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
255.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
254.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
254.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
254.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
253.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
250.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
250.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
247.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
244.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
242.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
241.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
241.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
241.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
241.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
240.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
240.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
239.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
237.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
237.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
237.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
236.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
234.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
233.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
232.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
232.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
232.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
230.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
229.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
227.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
227.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
227.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
226.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
225.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
223.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
223.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
223.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
223.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
222.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
220.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
219.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
219.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
219.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
219.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
218.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
217.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
216.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
216.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
215.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
215.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
214.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
213.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
213.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
212.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
211.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
210.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
210.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
209.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
207.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
207.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
206.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
206.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
204.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
204.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
203.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
203.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
201.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
201.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
201.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
201.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
201.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
200.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
199.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
196.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
195.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
194.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
194.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
193.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
193.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
191.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
191.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
190.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
189.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
188.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
188.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
188.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
187.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
185.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
185.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
185.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
184.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
183.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
183.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
181.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
181.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
180.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
179.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
179.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
179.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
179.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
178.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
178.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
178.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
178.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
178.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
177.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
176.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
176.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
176.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
175.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
175.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
174.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
174.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
174.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
173.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
173.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
173.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
173.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
172.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
172.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
171.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
170.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
170.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
169.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
169.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
169.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
168.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
168.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
168.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
168.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
168.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
168.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
168.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
167.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
167.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
167.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
166.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
166.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
165.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
165.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
165.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
165.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
165.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
164.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
164.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
164.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
164.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
163.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
162.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
162.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
162.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
161.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
161.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
161.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
160.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
160.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
160.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
158.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
158.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
158.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
156.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
156.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
156.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
155.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
154.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
153.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
153.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
152.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
151.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
151.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
151.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
151.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
149.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
149.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
149.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
148.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
148.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
148.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
147.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
145.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
145.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
144.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
144.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
143.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
143.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
143.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
142.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
142.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
140.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
139.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
138.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
137.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
137.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
137.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
136.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
134.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
134.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
133.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
133.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
133.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
133.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
133.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
133.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
133.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
132.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
131.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
131.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
130.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
130.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
129.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
129.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
129.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
128.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
128.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
128.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
127.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
127.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
127.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
127.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
127.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
127.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
126.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
126.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
126.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
125.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
125.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
125.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
123.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
122.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
121.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
121.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
120.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
120.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
119.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
119.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
119.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
119.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
118.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
118.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
118.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
118.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
117.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
116.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
116.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
116.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
116.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
115.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
115.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
114.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
114.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
114.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
114.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
113.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
113.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
113.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
113.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
112.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
111.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
111.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
111.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
110.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
110.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
109.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
109.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
107.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
107.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
107.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
107.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
106.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
106.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
106.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
105.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
104.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
104.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
104.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
104.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
103.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
103.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
103.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
102.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
102.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
102.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
101.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
101.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
101.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
100.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
100.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
100.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
100.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
99.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
99.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
98.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
96.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
95.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
95.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
94.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
93.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
93.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
92.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
92.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
91.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
91.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
90.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
90.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
90.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
89.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
89.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
89.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
89.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
88.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
88.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
87.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
86.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
86.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
85.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
85.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
85.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
85.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
85.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
84.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
84.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
83.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
83.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
82.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
81.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
79.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
78.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
74.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
72.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
72.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
71.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
71.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
70.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
69.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
67.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
67.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
66.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
66.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
66.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
66.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
66.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
66.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
64.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
64.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
62.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
60.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
60.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
60.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
59.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
58.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
58.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
58.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
58.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
57.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
57.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
57.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
56.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
54.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
54.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
54.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
54.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
54.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
53.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
51.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
50.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
50.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
50.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
49.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
49.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
47.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
47.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
45.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
44.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
44.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
43.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
39.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
39.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
35.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
33.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
33.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
27.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 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.
CA12 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
227.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1460.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
864.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
612.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
528.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
526.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
428.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
403.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
389.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
389.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
344.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
343.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
341.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
341.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
341.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
335.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
327.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
319.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
316.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
316.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
308.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
302.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
298.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
283.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
272.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
268.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
259.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
252.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
245.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
236.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
235.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
233.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
232.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
225.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
225.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
220.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
219.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
219.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
216.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
215.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
214.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
213.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
213.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
213.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
208.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
207.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
206.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
206.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
202.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
201.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
201.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
200.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
197.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
196.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
195.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
192.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
187.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
187.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
179.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
175.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
174.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
169.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
168.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
166.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
165.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
164.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
163.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
162.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
161.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
160.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
160.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
159.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
157.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
149.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
148.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
141.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
140.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
140.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
138.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
133.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
131.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
129.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
128.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
126.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
124.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
122.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
122.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
116.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
116.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
114.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
110.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
98.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
81.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
72.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
28.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.6
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.
CA12 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
84.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1162.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
843.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
796.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
790.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
701.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
622.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
513.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
468.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
443.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
427.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
417.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
360.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
353.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
326.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
324.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
318.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
308.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
277.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
275.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
274.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
262.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
259.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
240.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
235.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
217.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
212.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
208.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
204.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
202.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
198.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
198.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
187.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
186.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
185.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
185.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
182.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
180.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
178.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
155.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
144.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
142.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
142.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
141.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
137.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
135.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
135.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
135.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
130.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
130.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
129.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
118.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
117.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
115.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
112.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
112.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
106.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
106.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
105.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
105.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
105.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
104.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
104.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
104.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
103.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
102.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
99.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
98.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
95.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
95.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
94.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
93.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
91.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
88.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
87.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
84.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
82.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
80.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
79.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
77.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
75.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
74.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
74.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
72.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
71.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
69.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
69.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
66.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
64.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
63.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
63.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
63.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
62.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
62.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
61.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
61.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
60.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
59.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
59.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
56.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
55.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
55.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
55.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
54.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
53.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
53.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
52.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
50.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
50.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
49.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
48.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
48.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
47.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
44.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
44.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
43.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
42.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
40.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
39.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
33.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
30.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
29.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
27.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
22.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
19.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
9.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.6
CPT0081880003
Tumor
1.0
CPT0088690003
Tumor
0.9
CPT0066430001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0065450001
Normal
0.7
CPT0012770003
Normal
0.7
CPT0009000003
Tumor
0.7
CPT0006730001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0025920001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0014130001
Normal
0.6
CPT0012290003
Normal
0.6
CPT0079180003
Tumor
0.6
CPT0025060001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0000790001
Normal
0.6
CPT0026420001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0077500001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0012570003
Normal
0.4
CPT0079430001
Normal
0.4
CPT0001340003
Tumor
0.4
CPT0001510001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0078840001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0007470001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0014160003
Tumor
0.4
CPT0006530001
Normal
0.4
CPT0023710001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0078670001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0013790003
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0088920001
Normal
0.3
CPT0078530001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0014350001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0019160001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0077310003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0010110003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0077490003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0000640003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0025350003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0069160003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0026410003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0079510001
Normal
-0.6
CPT0092160003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0012370003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0015730003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0011240003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0001270001
Normal
-0.8
CPT0081990003
Tumor
-0.8
CPT0017850003
Tumor
-0.9
CPT0025290003
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0084590001
Normal
-1.0
CPT0001540009
Tumor
-1.0
CPT0001180009
Tumor
-1.1
CPT0079230003
Tumor
-1.1
CPT0086870003
Tumor
-1.1
CPT0002270011
Tumor
-1.2
CPT0065870003
Tumor
-1.3
CPT0078990003
Tumor
-1.3
CPT0088550004
Tumor
-1.3
CPT0011410003
Tumor
-1.5
CPT0017410003
Tumor
-1.6
CPT0088970003
Tumor
-1.6
CPT0085670003
Tumor
-1.8
Show allShow less
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.