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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CD81 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
460.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1236.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
930.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
885.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
811.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
787.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
787.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
768.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
726.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
668.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
643.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
614.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
584.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
584.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
566.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
555.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
555.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
553.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
548.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
541.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
536.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
519.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
499.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
488.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
484.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
480.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
470.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
467.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
467.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
460.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
441.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
436.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
425.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
415.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
409.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
407.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
396.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
395.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
389.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
374.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
369.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
364.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
359.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
359.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
355.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
347.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
344.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
341.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
335.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
318.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
317.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
299.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
283.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
275.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
271.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
267.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
266.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
260.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
241.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
222.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
220.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
216.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
202.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
191.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
CD81 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
712.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1898.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1661.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1570.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1550.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1392.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1363.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1360.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1344.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1313.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1304.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1286.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1266.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1250.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1248.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1239.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1231.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1225.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1196.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1190.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1189.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1180.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1174.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1171.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1168.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1166.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1166.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1165.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1161.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1158.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1156.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1151.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1150.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1146.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1145.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1138.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1130.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1130.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1127.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1118.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1117.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1111.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1109.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1097.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1094.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1093.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1091.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1082.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1080.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1076.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1076.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1071.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1070.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1069.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1063.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1063.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1057.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1056.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1047.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1033.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1031.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1029.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1029.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1027.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1025.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1025.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1024.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1024.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1013.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1008.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1008.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1007.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1004.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1004.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1003.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
998.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
998.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
997.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
996.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
995.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
995.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
990.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
990.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
989.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
983.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
980.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
979.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
976.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
968.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
967.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
965.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
965.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
964.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
963.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
962.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
962.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
960.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
956.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
953.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
952.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
952.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
949.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
948.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
947.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
947.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
946.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
945.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
942.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
940.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
936.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
935.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
933.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
931.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
927.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
925.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
925.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
924.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
922.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
918.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
917.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
916.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
911.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
910.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
910.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
910.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
909.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
908.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
907.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
905.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
902.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
894.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
893.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
891.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
886.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
886.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
884.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
884.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
883.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
881.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
878.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
875.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
875.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
874.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
870.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
869.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
869.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
868.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
863.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
861.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
857.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
857.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
857.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
856.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
854.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
853.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
849.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
848.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
844.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
841.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
839.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
839.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
837.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
836.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
832.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
830.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
828.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
827.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
819.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
819.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
817.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
816.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
814.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
812.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
810.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
808.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
806.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
805.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
803.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
802.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
800.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
799.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
797.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
797.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
796.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
795.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
795.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
794.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
791.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
790.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
789.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
788.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
787.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
787.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
786.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
785.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
785.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
784.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
782.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
782.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
782.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
781.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
780.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
780.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
777.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
773.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
773.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
771.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
771.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
771.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
770.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
767.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
766.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
765.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
765.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
761.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
759.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
757.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
756.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
756.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
755.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
752.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
750.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
747.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
747.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
746.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
745.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
743.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
742.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
742.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
740.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
734.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
734.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
734.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
731.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
730.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
728.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
728.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
728.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
726.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
725.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
725.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
724.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
719.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
719.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
717.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
716.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
715.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
715.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
713.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
711.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
710.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
707.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
704.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
704.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
703.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
703.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
697.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
695.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
694.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
693.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
693.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
691.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
691.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
689.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
688.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
686.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
683.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
681.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
681.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
680.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
679.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
679.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
678.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
677.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
675.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
675.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
672.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
672.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
670.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
670.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
667.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
665.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
665.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
661.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
659.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
658.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
657.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
655.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
655.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
654.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
653.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
652.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
650.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
649.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
648.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
646.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
646.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
645.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
645.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
644.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
640.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
637.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
637.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
635.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
635.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
632.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
632.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
631.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
630.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
629.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
627.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
626.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
624.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
624.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
622.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
622.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
621.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
618.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
616.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
614.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
611.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
609.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
609.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
609.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
608.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
607.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
603.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
603.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
600.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
600.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
600.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
599.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
597.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
596.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
594.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
593.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
590.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
589.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
589.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
588.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
586.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
585.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
585.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
585.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
585.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
585.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
584.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
583.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
580.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
579.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
577.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
577.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
575.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
570.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
570.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
569.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
568.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
568.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
566.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
563.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
562.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
560.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
560.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
558.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
557.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
556.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
556.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
555.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
555.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
555.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
553.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
552.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
552.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
550.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
550.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
549.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
547.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
547.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
546.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
546.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
545.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
541.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
539.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
539.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
538.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
538.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
537.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
535.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
533.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
532.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
532.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
529.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
528.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
526.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
523.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
521.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
521.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
516.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
513.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
512.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
512.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
506.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
504.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
500.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
498.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
496.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
495.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
495.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
493.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
489.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
488.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
488.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
487.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
486.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
481.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
479.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
477.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
471.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
471.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
469.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
468.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
467.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
467.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
465.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
464.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
464.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
463.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
461.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
461.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
460.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
457.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
456.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
453.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
453.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
452.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
450.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
449.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
447.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
445.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
445.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
443.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
441.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
439.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
438.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
437.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
436.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
434.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
432.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
431.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
430.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
429.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
426.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
425.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
423.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
422.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
420.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
410.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
406.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
406.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
405.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
405.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
405.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
404.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
401.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
398.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
397.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
396.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
395.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
393.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
391.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
391.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
384.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
380.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
376.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
375.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
369.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
366.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
361.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
361.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
359.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
346.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
345.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
344.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
339.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
338.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
336.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
327.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
327.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
317.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
317.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
311.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
310.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
309.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
308.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
308.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
305.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
304.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
300.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
292.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
289.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
287.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
280.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
273.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
270.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
265.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
256.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
251.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
246.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
239.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
235.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
235.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
225.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
217.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
214.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
197.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
193.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
191.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
179.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
173.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
165.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
59.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
CD81 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
636.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1294.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1263.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1242.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1130.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1124.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1003.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
998.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
998.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
998.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
998.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
993.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
963.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
959.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
951.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
946.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
943.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
872.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
863.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
851.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
842.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
807.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
791.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
784.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
767.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
758.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
742.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
734.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
734.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
722.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
717.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
685.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
683.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
681.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
674.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
670.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
667.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
665.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
664.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
662.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
659.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
652.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
650.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
649.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
644.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
643.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
633.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
631.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
619.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
611.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
611.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
602.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
599.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
597.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
591.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
589.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
587.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
574.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
570.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
560.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
555.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
547.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
545.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
542.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
537.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
535.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
528.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
527.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
516.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
508.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
507.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
503.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
488.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
488.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
483.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
462.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
460.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
456.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
454.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
453.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
452.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
449.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
436.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
428.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
425.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
415.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
414.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
397.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
380.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
378.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
356.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
346.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
332.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
323.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
320.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
318.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
312.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
295.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
290.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
271.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
CD81 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
598.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1898.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1610.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1590.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1341.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1330.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1263.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1253.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1218.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1151.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1144.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1143.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1122.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1086.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1069.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1062.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1048.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1025.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1013.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
979.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
974.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
957.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
957.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
956.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
950.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
946.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
928.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
927.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
926.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
907.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
901.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
899.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
898.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
896.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
892.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
891.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
874.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
861.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
861.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
859.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
857.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
851.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
844.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
841.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
840.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
836.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
831.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
825.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
820.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
820.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
814.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
811.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
810.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
797.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
791.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
787.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
784.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
780.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
780.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
778.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
773.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
770.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
770.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
769.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
768.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
768.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
766.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
765.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
760.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
754.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
753.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
750.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
746.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
739.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
728.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
728.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
722.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
720.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
719.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
717.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
716.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
713.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
709.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
706.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
701.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
693.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
689.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
685.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
683.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
681.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
677.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
675.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
673.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
670.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
668.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
664.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
658.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
657.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
654.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
650.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
648.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
647.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
646.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
646.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
643.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
633.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
632.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
630.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
629.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
629.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
625.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
624.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
624.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
624.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
618.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
617.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
610.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
610.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
610.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
606.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
604.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
603.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
602.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
593.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
592.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
592.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
591.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
591.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
589.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
588.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
588.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
584.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
583.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
580.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
580.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
579.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
578.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
573.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
572.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
571.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
569.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
569.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
568.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
566.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
562.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
560.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
558.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
557.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
555.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
554.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
553.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
552.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
552.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
551.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
549.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
548.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
546.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
546.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
545.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
545.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
544.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
535.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
532.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
532.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
531.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
530.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
524.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
522.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
516.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
516.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
511.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
511.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
510.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
507.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
500.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
500.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
494.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
493.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
493.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
490.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
490.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
488.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
486.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
485.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
484.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
484.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
479.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
475.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
474.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
472.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
465.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
463.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
463.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
460.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
448.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
448.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
447.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
445.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
444.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
444.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
444.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
440.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
438.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
429.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
426.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
425.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
420.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
413.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
410.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
410.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
405.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
405.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
404.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
401.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
400.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
400.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
396.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
394.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
389.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
388.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
388.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
385.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
384.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
384.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
382.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
380.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
376.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
376.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
374.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
372.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
372.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
363.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
360.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
359.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
358.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
356.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
353.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
350.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
350.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
348.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
347.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
347.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
346.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
345.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
343.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
341.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
341.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
340.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
340.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
335.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
323.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
322.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
315.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
315.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
313.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
304.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
302.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
299.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
294.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
293.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
285.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
281.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
279.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
276.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
259.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
253.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
253.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
251.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
248.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
235.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
231.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
225.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
218.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
210.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
191.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
187.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
185.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
180.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
163.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
153.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
144.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
129.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
122.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.4
CPT0000640003
Tumor
1.2
CPT0009000003
Tumor
1.0
CPT0089020003
Tumor
1.0
CPT0000780007
Tumor
0.9
CPT0010160003
Tumor
0.9
CPT0088970003
Tumor
0.9
CPT0087040003
Tumor
0.8
CPT0065430003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0006900003
Tumor
0.7
CPT0079270003
Tumor
0.7
CPT0026420001
Normal
0.7
CPT0069000003
Tumor
0.7
CPT0025350003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0006440003
Tumor
0.6
CPT0077490003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0001260009
Tumor
0.3
CPT0077140001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0086370003
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0001350001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0065750003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0001190001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0006530001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0006950001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0092790003
Tumor
-0.4
CPT0088780001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0002350011
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0015730003
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0065690003
Tumor
-0.4
CPT0007870001
Normal
-0.5
CPT0076330003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0025060001
Normal
-0.6
CPT0021240003
Tumor
-0.6
CPT0069160003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0014160003
Tumor
-0.8
CPT0081880003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0092290003
Tumor
-2.0
CPT0078510003
Tumor
-2.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
