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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.
IGLV2-14 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
8.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
121.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
85.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
42.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
28.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.0
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.
IGLV2-14 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
223.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12892.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10381.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5023.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3875.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2841.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2789.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
2611.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2234.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1874.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1810.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1810.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1777.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1533.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1497.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1396.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1356.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1320.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1315.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1206.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1179.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1133.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1071.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1067.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1017.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
914.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
895.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
845.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
836.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
830.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
803.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
787.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
740.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
729.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
713.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
701.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
695.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
695.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
677.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
644.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
638.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
568.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
559.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
545.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
539.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
497.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
494.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
460.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
459.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
448.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
437.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
412.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
410.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
406.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
399.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
395.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
380.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
378.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
377.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
374.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
371.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
359.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
355.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
352.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
338.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
336.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
330.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
324.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
320.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
317.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
307.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
305.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
302.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
298.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
297.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
293.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
285.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
285.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
282.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
276.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
275.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
268.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
268.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
267.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
265.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
265.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
265.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
264.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
261.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
260.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
253.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
249.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
247.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
225.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
224.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
213.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
211.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
211.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
209.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
205.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
205.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
204.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
201.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
198.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
196.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
190.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
188.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
186.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
183.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
177.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
176.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
171.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
170.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
168.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
163.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
162.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
162.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
159.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
154.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
151.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
148.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
148.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
143.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
142.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
138.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
138.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
137.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
136.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
134.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
132.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
132.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
130.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
129.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
129.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
128.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
128.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
127.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
127.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
127.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
125.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
122.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
122.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
121.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
121.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
119.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
119.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
119.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
119.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
117.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
117.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
116.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
116.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
115.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
115.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
114.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
114.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
110.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
109.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
109.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
108.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
108.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
106.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
106.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
105.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
105.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
102.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
102.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
102.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
101.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
99.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
98.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
95.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
94.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
94.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
93.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
90.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
88.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
88.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
87.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
87.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
86.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
84.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
84.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
82.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
82.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
81.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
81.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
81.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
81.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
80.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
79.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
78.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
78.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
76.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
75.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
73.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
70.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
70.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
69.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
68.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
67.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
67.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
66.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
66.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
66.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
66.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
65.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
64.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
63.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
63.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
61.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
61.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
61.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
59.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
59.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
58.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
57.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
57.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
57.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
56.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
55.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
55.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
55.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
55.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
55.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
54.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
54.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
53.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
51.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
50.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
50.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
49.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
48.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
48.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
48.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
47.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
44.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
43.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
42.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
41.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
41.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
38.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
38.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
37.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
34.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
33.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
30.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
29.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
28.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
28.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
26.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
25.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
25.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
24.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
21.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
11.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
9.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
8.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
7.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
6.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
6.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
5.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
5.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
5.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
5.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
4.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
4.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
3.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
3.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
3.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
2.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
2.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
IGLV2-14 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
155.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1776.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1521.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1301.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
934.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
786.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
587.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
586.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
554.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
412.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
357.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
356.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
345.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
311.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
280.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
272.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
260.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
214.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
205.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
196.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
195.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
171.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
161.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
159.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
159.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
157.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
153.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
135.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
134.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
132.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
126.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
125.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
125.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
122.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
122.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
120.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
111.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
105.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
76.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
72.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
72.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
56.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
51.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
49.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
43.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
41.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
37.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
37.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
30.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
26.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
18.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
5.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
4.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
3.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
IGLV2-14 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
82.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4663.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3218.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1647.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1410.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1361.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1199.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
646.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
438.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
425.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
374.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
356.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
332.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
331.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
320.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
277.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
238.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
196.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
172.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
167.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
166.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
160.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
157.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
153.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
147.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
145.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
136.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
135.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
130.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
129.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
126.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
125.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
124.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
118.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
107.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
104.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
102.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
100.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
99.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
98.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
97.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
96.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
86.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
85.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
77.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
67.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
66.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
66.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
63.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
56.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
53.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
51.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
44.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
44.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
43.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
43.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
40.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
40.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
40.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
40.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
39.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
38.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
38.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
35.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
32.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
27.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
24.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
22.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
22.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
8.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
6.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
6.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
5.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
4.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
4.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
