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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.
IFITM1 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
49.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
249.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
147.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
118.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
110.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
99.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
86.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
83.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
81.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
79.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
78.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
77.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
74.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
72.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
71.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
67.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
63.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
63.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
62.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
61.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
59.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
59.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
57.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
55.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
53.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
52.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
51.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
46.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
40.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
39.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
26.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
25.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
24.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
19.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
IFITM1 is potential prognostic, high expression is unfavorable 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
316.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1571.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1421.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1259.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1202.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1184.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1152.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1091.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
989.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
970.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
966.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
956.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
858.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
812.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
797.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
790.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
785.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
781.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
748.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
716.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
697.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
692.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
688.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
668.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
668.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
665.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
663.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
660.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
654.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
654.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
648.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
637.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
627.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
621.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
614.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
612.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
606.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
599.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
589.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
583.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
573.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
570.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
559.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
553.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
551.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
550.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
550.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
547.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
547.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
546.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
545.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
533.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
532.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
529.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
528.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
526.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
524.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
519.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
513.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
510.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
508.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
506.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
504.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
501.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
500.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
499.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
498.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
498.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
498.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
495.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
493.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
492.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
491.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
479.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
474.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
473.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
472.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
472.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
470.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
468.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
468.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
467.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
467.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
466.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
465.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
461.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
458.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
456.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
454.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
454.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
452.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
450.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
449.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
448.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
448.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
448.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
446.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
446.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
445.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
444.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
443.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
440.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
440.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
437.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
437.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
434.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
432.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
429.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
428.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
428.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
427.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
427.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
425.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
425.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
425.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
420.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
417.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
417.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
415.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
414.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
414.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
414.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
413.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
411.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
410.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
410.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
409.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
409.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
406.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
406.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
406.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
405.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
405.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
405.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
403.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
402.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
401.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
401.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
400.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
399.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
398.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
398.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
398.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
397.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
397.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
397.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
396.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
396.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
393.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
393.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
392.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
391.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
391.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
390.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
387.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
387.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
386.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
386.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
384.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
383.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
383.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
378.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
376.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
376.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
373.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
372.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
370.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
370.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
369.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
367.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
364.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
363.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
362.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
361.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
360.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
360.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
360.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
359.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
359.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
357.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
357.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
356.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
356.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
355.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
354.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
353.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
352.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
352.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
350.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
350.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
349.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
348.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
347.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
346.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
345.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
344.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
341.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
340.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
340.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
339.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
339.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
338.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
338.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
338.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
337.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
336.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
335.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
335.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
334.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
333.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
333.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
331.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
331.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
330.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
328.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
328.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
328.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
328.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
328.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
327.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
326.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
326.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
325.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
322.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
321.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
321.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
321.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
320.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
319.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
318.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
317.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
315.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
315.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
314.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
314.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
312.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
312.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
311.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
310.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
309.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
309.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
308.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
308.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
304.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
304.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
304.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
303.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
303.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
301.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
300.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
299.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
299.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
299.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
298.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
298.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
298.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
296.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
296.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
296.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
295.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
291.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
288.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
287.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
285.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
285.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
284.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
283.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
283.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
282.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
282.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
281.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
280.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
279.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
278.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
278.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
277.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
276.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
276.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
275.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
275.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
275.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
273.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
273.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
271.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
270.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
270.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
270.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
270.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
266.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
265.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
265.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
265.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
264.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
264.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
262.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
262.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
258.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
258.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
257.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
257.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
255.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
255.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
255.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
254.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
254.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
254.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
254.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
249.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
248.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
248.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
247.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
245.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
243.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
242.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
242.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
242.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
241.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
238.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
238.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
238.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
237.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
236.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
236.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
234.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
234.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
232.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
231.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
230.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
229.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
228.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
228.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
228.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
227.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
227.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
226.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
226.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
225.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
225.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
223.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
221.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
220.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
219.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
219.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
219.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
218.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
217.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
217.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
215.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
214.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
211.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
210.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
210.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
208.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
208.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
207.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
206.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
206.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
205.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
205.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
205.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
205.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
205.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
204.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
203.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
201.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
200.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
200.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
200.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
200.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
199.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
196.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
196.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
196.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
196.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
195.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
195.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
194.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
193.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
192.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
190.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
189.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
188.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
187.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
186.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
186.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
185.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
185.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
183.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
183.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
182.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
182.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
182.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
182.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
182.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
180.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
180.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
177.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
177.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
177.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
176.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
176.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
175.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
173.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
172.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
170.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
169.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
169.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
167.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
166.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
165.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
164.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
162.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
162.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
162.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
161.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
158.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
157.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
156.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
156.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
152.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
152.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
151.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
150.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
150.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
150.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
149.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
149.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
147.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
146.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
146.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
145.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
144.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
144.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
144.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
143.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
142.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
141.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
141.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
139.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
138.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
138.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
138.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
137.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
137.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
137.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
136.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
133.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
132.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
132.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
131.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
130.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
129.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
128.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
127.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
125.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
125.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
123.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
122.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
121.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
119.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
119.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
118.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
116.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
115.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
115.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
114.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
113.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
112.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
111.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
107.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
103.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
103.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
100.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
99.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
99.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
94.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
94.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
93.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
92.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
89.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
89.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
87.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
82.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
79.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
77.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
74.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
71.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
70.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
70.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
69.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
67.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
65.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
61.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
56.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
55.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
55.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
54.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
49.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
48.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
47.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
44.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
44.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
36.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
34.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
28.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
23.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
21.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.7
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.
IFITM1 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
251.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1071.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
917.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
672.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
663.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
576.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
561.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
499.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
484.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
427.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
426.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
422.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
422.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
417.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
415.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
409.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
405.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
404.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
388.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
388.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
371.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
361.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
350.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
337.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
336.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
331.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
328.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
317.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
316.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
316.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
314.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
307.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
305.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
303.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
298.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
285.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
281.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
280.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
279.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
265.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
257.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
257.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
250.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
246.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
244.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
242.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
242.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
237.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
236.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
233.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
231.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
229.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
217.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
217.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
215.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
203.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
196.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
186.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
185.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
185.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
184.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
172.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
171.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
170.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
164.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
164.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
162.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
162.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
161.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
158.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
157.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
153.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
133.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
130.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
124.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
117.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
114.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
113.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
112.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
109.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
104.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
101.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
98.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
92.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
86.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
80.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
80.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
76.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
70.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
69.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
67.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
67.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
66.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
57.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
51.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFITM1 is potential prognostic, high expression is unfavorable 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
122.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3061.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1593.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1497.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1318.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1106.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1093.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
981.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
745.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
667.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
638.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
591.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
580.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
562.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
520.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
453.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
449.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
433.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
377.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
349.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
296.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
296.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
287.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
275.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
273.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
266.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
259.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
257.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
255.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
253.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
245.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
243.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
240.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
231.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
220.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
202.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
189.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
189.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
189.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
184.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
184.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
180.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
177.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
176.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
176.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
171.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
163.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
159.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
152.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
148.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
142.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
141.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
138.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
138.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
136.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
135.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
127.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
127.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
121.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
121.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
119.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
117.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
114.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
112.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
110.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
105.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
104.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
102.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
101.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
100.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
100.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
99.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
96.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
96.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
95.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
91.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
90.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
90.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
89.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
88.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
87.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
84.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
83.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
81.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
80.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
79.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
79.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
79.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
77.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
77.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
76.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
73.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
73.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
73.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
72.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
71.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
70.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
69.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
69.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
69.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
69.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
69.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
68.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
67.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
67.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
66.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
66.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
64.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
64.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
64.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
62.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
62.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
61.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
61.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
61.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
60.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
59.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
57.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
57.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
53.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
52.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
52.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
52.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
51.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
51.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
51.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
48.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
48.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
45.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
44.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
44.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
43.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
41.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
40.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
39.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
39.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
39.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
39.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
38.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
38.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
36.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
35.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
35.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
34.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
34.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
33.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
33.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
33.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
32.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
32.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
31.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
31.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
31.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
30.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
29.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
28.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
24.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
23.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
22.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
19.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
18.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
17.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
8.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 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.
The Human Protein Atlas project is funded
