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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.
S100A6 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
1076.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7558.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6296.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2847.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2732.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2425.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2402.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2081.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2013.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1655.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1629.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1604.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1603.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1492.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1461.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1328.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1180.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1179.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1143.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1137.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1052.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
998.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
982.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
926.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
886.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
885.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
848.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
816.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
780.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
770.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
767.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
756.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
727.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
720.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
704.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
673.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
595.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
584.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
580.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
570.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
555.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
539.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
511.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
509.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
509.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
507.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
486.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
482.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
480.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
441.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
436.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
422.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
411.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
393.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
340.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
335.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
335.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
330.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
329.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
321.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
320.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
216.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
111.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
93.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
S100A6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1513.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15279.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12406.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7924.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7354.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7236.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6690.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6489.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5704.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5602.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5470.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5252.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5125.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5109.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
4980.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4721.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4593.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4540.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
4280.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
4166.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4058.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3908.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3892.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3748.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3702.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3656.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3565.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3528.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
3513.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
3431.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
3362.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3328.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3291.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3253.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3216.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3157.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3043.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3007.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3005.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2995.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2960.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2903.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2902.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2897.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2882.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2828.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2808.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2781.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2771.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2771.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2728.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2685.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2679.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
2662.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2657.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2641.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2610.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2606.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2605.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2583.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2551.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2538.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2503.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2499.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2455.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2454.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2446.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2429.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2415.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2409.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2378.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2338.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2313.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2278.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2273.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2261.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2250.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2226.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2219.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
2217.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2216.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2181.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2178.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
2171.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2157.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2154.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2154.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2143.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2137.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
2133.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2121.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2120.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
2092.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2088.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2064.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2055.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
2044.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2035.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2023.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2015.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
2011.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2011.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2009.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1986.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1977.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1968.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1965.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1958.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1951.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1950.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1950.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1947.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1938.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1935.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1933.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1918.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1905.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1876.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1875.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1872.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1872.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1863.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1862.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1861.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1844.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1828.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1820.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1816.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1813.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1801.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1800.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1785.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1755.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1753.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1734.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1725.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1715.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1705.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1694.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1687.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1686.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1679.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1676.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1674.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1666.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1652.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1652.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1649.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1640.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1639.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1634.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1632.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1627.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1626.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1626.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1623.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1613.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1601.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1599.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1599.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1596.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1594.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1588.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1587.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1571.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1569.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1568.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1554.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1552.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1549.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1548.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1538.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1536.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1521.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1508.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1495.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1486.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1484.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1481.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1478.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1476.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1469.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1464.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1461.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1459.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1454.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1450.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1445.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1432.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1424.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1418.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1414.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1413.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1407.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1407.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1402.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1399.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1393.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1390.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1389.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1387.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1376.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1371.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1360.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1353.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1350.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1341.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1340.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1336.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1336.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1331.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1330.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1329.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1327.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1327.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1326.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1323.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1323.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1319.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1317.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1313.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1312.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1311.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1309.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1307.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1304.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1302.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1299.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1294.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1289.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1287.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1284.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1278.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1269.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1263.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1261.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1257.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1251.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1251.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1251.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1248.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1245.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1245.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1244.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1239.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1235.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1234.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1230.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1229.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1228.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1224.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1224.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1222.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1221.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1221.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1219.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1219.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1216.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1215.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1213.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1208.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1196.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1194.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1181.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1181.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1179.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1178.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1177.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1176.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1175.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1173.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1173.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1168.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1163.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1159.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1156.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1155.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1154.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1150.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1143.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1138.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1137.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1135.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1134.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1131.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1129.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1129.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1126.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1125.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1124.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1122.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1122.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1119.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1112.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1110.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1104.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1101.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1100.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1100.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1091.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1088.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1085.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1085.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1080.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1076.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1073.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1070.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1068.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1067.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1065.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1056.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1056.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1055.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1051.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1046.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1045.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1044.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1041.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1039.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1038.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1027.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1024.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1023.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1020.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1017.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1013.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1012.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1012.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1011.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1010.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1008.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1005.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
995.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
993.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
989.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
985.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
978.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
970.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
968.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
966.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
961.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
961.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
958.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
951.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
950.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
950.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
947.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
945.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
940.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
939.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
939.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
934.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
929.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
926.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
918.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
918.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
917.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
908.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
907.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
902.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
899.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
898.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
897.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
897.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
890.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
881.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
881.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
875.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
871.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
864.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
864.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
862.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
862.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
859.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
856.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
853.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
850.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
850.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
848.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
843.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
842.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
842.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
837.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
836.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
829.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
827.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
825.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
824.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
820.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
820.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
817.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
816.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
814.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
806.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
803.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
802.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
801.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
799.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
791.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
791.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
789.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
788.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
787.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
787.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
783.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
783.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
778.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
776.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
775.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
774.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
772.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
762.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
759.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
759.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
759.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
754.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
752.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
750.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
749.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
747.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
737.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
732.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
730.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
728.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
725.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
718.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
712.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
708.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
708.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
697.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
696.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
693.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
692.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
689.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
676.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
655.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
654.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
651.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
650.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
647.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
647.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
646.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
639.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
637.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
636.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
636.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
634.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
632.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
631.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
630.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
628.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
619.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
617.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
614.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
610.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
608.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
603.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
598.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
585.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
584.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
581.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
576.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
572.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
569.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
567.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
565.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
563.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
551.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
544.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
540.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
538.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
536.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
536.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
528.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
523.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
520.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
515.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
514.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
496.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
495.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
490.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
487.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
485.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
480.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
476.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
471.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
470.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
469.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
453.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
449.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
448.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
441.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
440.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
427.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
425.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
411.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
405.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
404.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
402.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
399.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
395.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
390.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
390.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
382.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
381.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
375.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
374.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
362.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
359.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
319.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
317.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
306.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
302.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
287.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
283.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
276.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
273.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
263.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
249.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
243.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
225.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 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.
S100A6 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
1014.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4275.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3831.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2665.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2401.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2218.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
2206.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
2168.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2139.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
2121.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2019.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1835.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1833.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1748.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1742.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1624.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1525.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1505.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1361.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1330.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1306.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1300.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1252.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1233.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1222.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1207.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1142.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1139.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1097.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1095.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1092.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1035.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1012.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1007.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1006.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
997.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
980.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
978.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
954.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
954.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
953.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
944.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
944.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
940.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
913.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
877.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
873.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
841.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
834.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
830.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
829.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
826.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
813.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
805.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
789.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
788.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
785.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
784.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
782.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
782.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
775.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
754.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
730.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
727.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
721.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
707.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
695.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
682.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
681.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
669.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
667.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
666.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
661.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
642.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
637.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
634.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
625.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
612.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
600.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
598.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
577.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
563.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
537.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
529.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
509.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
507.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
429.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
421.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
413.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
413.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
413.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
398.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
393.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
366.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
355.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
341.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
339.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
308.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
254.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
230.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 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.
S100A6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4073.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20212.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13638.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12769.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12708.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12602.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12595.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11531.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10759.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10722.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10714.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10224.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10117.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8852.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8822.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8645.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8478.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8397.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8343.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8244.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8148.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8105.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
7589.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7517.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
7517.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7501.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7499.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7193.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7114.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7064.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6932.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6925.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6891.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6855.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6839.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6822.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6817.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6788.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
6659.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6617.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
6453.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6398.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6379.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6370.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6346.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6327.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6320.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6318.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6225.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6214.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6214.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6182.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6100.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6066.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6039.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
6024.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
6005.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
5952.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5935.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
5874.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
5793.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
5783.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5773.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
5770.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5714.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5714.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5669.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5652.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5502.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5466.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5410.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5401.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5399.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5373.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
5360.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5357.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5321.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
5298.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5277.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5267.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
5241.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5187.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5128.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
5113.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5105.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5091.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5061.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4993.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4970.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4931.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4894.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4865.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4846.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4840.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4788.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4769.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4762.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
4743.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4733.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
4719.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4676.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4645.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4618.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
4606.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4542.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
4508.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4504.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
4456.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
4377.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4370.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4336.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4318.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4288.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
4284.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4256.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4223.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4219.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4176.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4139.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4136.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4106.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4105.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
4096.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
4073.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4065.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4057.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4050.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
4026.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3971.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3942.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3942.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3911.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3880.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3844.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
3795.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3794.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3783.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3781.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3669.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3570.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3549.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3513.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3483.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3464.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3452.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3450.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3427.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3405.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
3390.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3357.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3334.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3289.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3250.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3238.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3222.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
3220.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3203.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3181.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3177.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3171.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3159.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3151.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3127.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
3113.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3113.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
3101.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
3091.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3014.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2999.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2991.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2917.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2915.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2912.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2900.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2883.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2866.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2865.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2800.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2776.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
2764.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2756.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2715.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2707.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
2705.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2678.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2671.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2646.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2634.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2633.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2624.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2606.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2602.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2560.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2519.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2499.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2498.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2493.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2429.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
2403.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2398.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2378.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2315.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2235.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2184.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2173.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2166.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2156.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2154.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2129.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2127.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2101.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2070.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2063.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2062.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2021.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2020.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
2003.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1954.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1933.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1910.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1907.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1901.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1892.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1881.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1871.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1858.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1830.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1821.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1803.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1795.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1774.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1726.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1712.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1676.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1669.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1649.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1649.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1633.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1628.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1626.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1596.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1587.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1568.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1542.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1509.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1504.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1465.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1460.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1447.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1430.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1391.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1369.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1296.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1284.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1147.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1119.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1117.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1111.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1110.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1106.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1045.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1021.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1011.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
999.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
994.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
888.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
820.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
803.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
727.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
703.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
675.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
657.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
604.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
588.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
586.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
551.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
531.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
482.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
448.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
349.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
281.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
250.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
184.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
1.5
CPT0079510001
Normal
1.4
CPT0069000003
Tumor
1.0
CPT0025290003
Tumor
0.9
CPT0077320001
Normal
0.8
CPT0079300001
Normal
0.8
CPT0009020003
Normal
0.8
CPT0011240003
Tumor
0.8
CPT0078510003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0000640003
Tumor
0.6
CPT0092190003
Normal
0.6
CPT0092290003
Tumor
0.6
CPT0012640003
Normal
0.6
CPT0069190001
Normal
0.5
CPT0084590001
Normal
0.5
CPT0066480003
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0014160003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0024680001
Normal
0.5
CPT0012920003
Normal
0.5
CPT0025580004
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0086890003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0010120001
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0007870001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0066520001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0063330001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0088630003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0019990003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0025050003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0014470001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0014130001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0001220008
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0087040003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0000790001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0088550004
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0078530001
Normal
-0.4
CPT0019130003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0001260009
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0014350001
Normal
-0.5
CPT0088900003
Tumor
-0.5
CPT0088780001
Normal
-0.5
CPT0025350003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0012900004
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0078840001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0078930003
Tumor
-0.6
CPT0079410003
Tumor
-0.7
CPT0066430001
Normal
-0.7
CPT0007320003
Tumor
-0.7
CPT0076330003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0012550003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0006630003
Tumor
-1.0
CPT0078830003
Tumor
-1.1
CPT0088690003
Tumor
-1.4
CPT0011410003
Tumor
-1.4
CPT0025880003
Tumor
-1.6
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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
