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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.
IGHA1 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
47.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1641.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
204.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
185.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
164.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
82.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
75.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
64.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
63.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
57.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
29.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
27.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
18.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
IGHA1 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
251.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6599.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5849.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2970.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2555.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2481.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2289.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
2187.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2058.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2043.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1922.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1906.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1795.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1664.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1632.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1607.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1589.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1585.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1559.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1476.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1450.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1397.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1335.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1328.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1245.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1208.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1157.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1146.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1130.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1102.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1063.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1028.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
995.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
931.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
878.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
839.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
818.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
809.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
804.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
794.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
788.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
767.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
720.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
686.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
629.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
600.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
595.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
584.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
574.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
570.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
562.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
547.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
536.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
533.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
530.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
528.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
524.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
524.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
521.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
520.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
519.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
519.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
509.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
503.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
495.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
481.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
461.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
446.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
440.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
437.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
436.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
430.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
425.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
414.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
412.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
406.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
397.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
390.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
383.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
380.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
379.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
375.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
372.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
362.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
359.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
359.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
358.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
354.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
353.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
353.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
352.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
348.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
343.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
334.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
333.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
332.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
330.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
328.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
326.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
326.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
322.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
321.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
320.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
319.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
314.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
306.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
305.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
300.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
300.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
299.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
297.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
295.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
295.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
289.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
288.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
288.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
288.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
286.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
284.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
283.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
281.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
280.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
273.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
272.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
271.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
268.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
264.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
260.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
260.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
257.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
255.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
252.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
251.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
251.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
240.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
236.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
233.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
233.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
232.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
230.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
228.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
228.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
227.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
225.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
224.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
219.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
219.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
216.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
214.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
211.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
208.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
206.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
202.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
200.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
198.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
193.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
192.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
190.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
190.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
184.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
182.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
182.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
181.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
177.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
177.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
176.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
174.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
173.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
172.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
171.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
170.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
168.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
168.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
167.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
166.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
166.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
158.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
157.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
156.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
156.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
154.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
153.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
150.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
150.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
149.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
148.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
147.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
146.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
145.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
145.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
145.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
143.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
142.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
141.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
140.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
139.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
138.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
135.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
134.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
132.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
132.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
131.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
129.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
128.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
124.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
123.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
121.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
121.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
120.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
119.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
117.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
115.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
115.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
114.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
113.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
112.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
112.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
111.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
111.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
111.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
109.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
108.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
108.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
106.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
106.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
103.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
103.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
103.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
102.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
102.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
102.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
101.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
99.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
99.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
99.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
98.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
98.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
96.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
95.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
95.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
94.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
94.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
94.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
92.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
91.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
90.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
90.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
89.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
87.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
87.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
86.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
85.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
84.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
84.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
83.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
81.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
80.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
80.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
80.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
77.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
76.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
75.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
74.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
74.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
74.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
74.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
73.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
73.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
72.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
72.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
72.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
72.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
70.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
68.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
68.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
66.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
66.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
66.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
66.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
65.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
65.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
65.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
65.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
64.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
64.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
63.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
62.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
61.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
61.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
61.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
61.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
61.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
60.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
60.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
60.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
59.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
58.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
58.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
57.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
57.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
57.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
56.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
56.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
55.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
55.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
54.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
54.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
52.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
52.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
51.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
50.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
50.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
50.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
49.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
49.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
48.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
48.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
47.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
47.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
46.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
46.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
45.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
45.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
45.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
44.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
44.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
43.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
43.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
42.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
42.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
40.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
39.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
38.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
37.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
36.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
36.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
36.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
31.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
30.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
29.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
29.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
29.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
29.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
28.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
28.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
28.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
27.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
18.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
13.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
4.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
4.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
4.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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
0.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHA1 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
244.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
2337.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2242.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1971.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1675.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1504.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1493.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
788.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
766.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
708.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
683.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
575.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
547.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
543.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
458.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
415.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
366.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
358.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
356.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
353.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
347.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
343.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
343.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
275.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
261.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
252.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
245.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
215.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
214.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
181.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
171.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
171.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
170.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
152.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
131.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
117.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
110.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
101.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
99.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
97.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
97.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
96.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
87.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
83.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
80.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
72.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
71.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
67.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
65.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
63.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
58.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
55.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
42.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
41.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
37.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
32.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
29.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
7.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
6.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
6.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
4.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
3.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
0.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.3
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.
IGHA1 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
362.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21507.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14516.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9661.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7974.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3414.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
3237.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2781.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2680.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2139.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
2019.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1974.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1972.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1534.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1494.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1420.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1165.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1102.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1073.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1001.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
918.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
872.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
785.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
680.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
657.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
615.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
518.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
478.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
472.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
468.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
451.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
436.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
422.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
411.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
387.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
371.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
293.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
290.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
279.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
273.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
240.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
231.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
221.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
216.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
215.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
209.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
209.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
202.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
201.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
188.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
185.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
183.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
174.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
167.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
162.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
152.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
150.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
148.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
146.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
140.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
139.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
137.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
136.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
129.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
123.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
119.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
118.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
117.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
115.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
108.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
107.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
107.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
103.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
102.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
102.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
101.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
97.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
94.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
93.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
92.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
91.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
83.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
81.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
80.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
75.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
73.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
73.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
71.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
65.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
65.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
62.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
60.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
58.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
57.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
57.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
55.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
53.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
52.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
48.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
47.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
47.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
45.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
45.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
36.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
35.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
34.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
30.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
29.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
29.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
28.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
26.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
25.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
22.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
19.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
12.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
9.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
7.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
4.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
4.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
4.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 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-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.