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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.
TIMP3 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
118.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
750.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
591.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
419.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
316.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
298.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
290.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
280.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
276.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
212.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
208.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
198.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
193.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
189.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
180.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
178.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
149.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
140.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
121.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
118.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
104.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
103.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
100.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
91.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
88.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
87.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
84.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
82.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
82.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
82.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
81.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
81.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
79.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
76.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
74.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
73.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
69.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
68.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
60.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
60.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
59.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
59.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
54.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
41.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
34.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
33.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
31.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
27.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 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.
TIMP3 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
222.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1020.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
774.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
759.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
739.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
720.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
716.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
713.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
703.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
676.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
670.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
663.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
658.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
637.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
626.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
624.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
621.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
616.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
615.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
604.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
599.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
596.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
595.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
592.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
584.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
572.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
571.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
566.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
566.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
562.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
560.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
557.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
556.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
556.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
554.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
540.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
527.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
519.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
518.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
513.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
512.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
508.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
504.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
504.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
495.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
488.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
486.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
485.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
483.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
477.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
476.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
474.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
465.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
464.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
461.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
459.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
458.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
456.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
456.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
449.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
445.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
444.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
439.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
438.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
438.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
437.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
430.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
422.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
421.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
419.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
419.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
410.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
408.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
405.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
402.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
402.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
401.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
399.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
396.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
387.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
387.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
384.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
383.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
382.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
381.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
381.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
379.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
379.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
374.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
374.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
373.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
372.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
371.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
367.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
366.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
365.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
363.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
363.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
354.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
352.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
351.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
349.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
348.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
346.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
345.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
341.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
339.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
338.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
337.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
335.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
334.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
332.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
332.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
332.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
330.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
329.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
329.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
326.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
326.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
326.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
325.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
325.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
322.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
321.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
320.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
318.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
318.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
316.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
316.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
316.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
315.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
315.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
315.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
314.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
314.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
314.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
309.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
309.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
308.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
304.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
303.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
302.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
299.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
299.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
298.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
297.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
296.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
295.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
292.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
292.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
292.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
289.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
288.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
286.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
286.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
284.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
283.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
282.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
280.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
279.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
278.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
278.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
277.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
277.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
275.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
275.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
273.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
272.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
271.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
270.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
270.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
269.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
269.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
268.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
266.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
264.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
263.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
263.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
261.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
257.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
256.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
256.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
254.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
252.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
252.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
251.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
249.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
248.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
248.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
245.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
245.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
245.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
244.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
244.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
243.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
242.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
241.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
240.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
239.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
238.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
238.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
236.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
236.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
235.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
235.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
233.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
233.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
232.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
232.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
231.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
229.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
225.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
222.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
222.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
220.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
220.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
219.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
217.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
217.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
216.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
215.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
213.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
213.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
213.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
213.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
212.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
211.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
211.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
211.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
208.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
208.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
207.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
207.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
206.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
206.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
206.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
206.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
206.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
200.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
197.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
197.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
195.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
194.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
192.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
190.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
190.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
189.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
189.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
188.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
188.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
187.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
187.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
185.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
185.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
184.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
184.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
184.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
183.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
183.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
183.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
181.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
181.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
181.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
181.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
180.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
175.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
174.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
172.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
172.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
170.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
170.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
169.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
168.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
168.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
166.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
166.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
165.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
163.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
162.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
161.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
161.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
159.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
158.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
158.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
156.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
155.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
155.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
154.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
154.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
154.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
153.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
153.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
152.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
152.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
152.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
151.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
151.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
149.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
149.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
148.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
147.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
147.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
146.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
146.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
145.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
145.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
144.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
143.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
143.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
143.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
142.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
142.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
141.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
140.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
140.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
139.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
139.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
139.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
138.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
138.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
137.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
135.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
135.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
135.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
134.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
134.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
131.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
130.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
129.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
128.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
128.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
126.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
126.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
124.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
124.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
123.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
121.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
120.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
120.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
120.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
119.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
119.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
118.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
118.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
118.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
117.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
117.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
116.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
116.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
116.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
116.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
115.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
115.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
114.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
114.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
114.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
113.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
113.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
111.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
111.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
110.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
109.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
109.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
109.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
108.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
107.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
107.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
106.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
105.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
105.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
105.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
104.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
103.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
102.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
100.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
100.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
99.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
98.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
98.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
98.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
96.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
95.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
95.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
95.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
95.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
94.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
94.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
94.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
93.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
93.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
92.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
92.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
91.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
90.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
87.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
87.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
87.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
86.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
85.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
84.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
82.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
80.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
78.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
77.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
77.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
77.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
77.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
75.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
75.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
73.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
73.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
72.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
72.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
70.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
69.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
68.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
67.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
67.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
67.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
67.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
67.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
67.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
66.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
66.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
66.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
65.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
65.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
64.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
64.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
64.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
63.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
63.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
63.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
63.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
63.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
63.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
62.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
62.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
62.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
62.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
61.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
61.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
61.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
60.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
59.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
59.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
57.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
57.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
56.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
55.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
54.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
53.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
53.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
53.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
53.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
53.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
52.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
51.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
49.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
48.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
48.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
47.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
45.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
45.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
44.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
43.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
42.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
42.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
38.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
37.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
37.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
36.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
33.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
31.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
30.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
29.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
24.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 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.
TIMP3 is validated prognostic, high expression is favorable 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
219.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1442.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
644.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
571.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
566.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
536.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
532.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
524.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
517.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
499.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
496.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
491.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
485.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
481.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
480.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
435.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
430.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
425.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
400.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
374.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
365.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
363.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
344.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
340.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
329.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
315.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
308.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
292.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
291.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
288.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
280.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
278.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
269.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
253.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
250.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
245.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
240.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
236.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
233.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
221.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
215.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
211.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
208.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
207.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
204.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
202.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
201.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
193.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
175.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
175.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
171.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
162.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
153.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
152.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
151.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
143.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
139.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
139.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
132.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
132.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
132.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
121.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
120.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
120.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
118.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
117.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
103.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
97.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
97.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
95.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
90.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
87.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
87.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
78.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
72.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
68.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
67.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
61.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
44.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
42.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
26.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
TIMP3 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
31.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
338.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
317.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
256.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
239.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
145.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
134.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
131.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
129.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
123.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
123.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
119.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
114.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
104.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
97.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
97.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
93.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
90.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
89.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
80.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
80.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
79.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
79.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
77.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
77.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
76.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
71.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
71.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
71.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
69.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
69.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
64.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
62.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
59.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
59.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
58.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
58.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
56.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
55.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
54.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
54.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
52.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
52.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
51.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
50.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
50.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
49.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
49.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
49.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
49.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
48.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
46.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
46.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
45.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
45.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
45.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
43.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
42.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
42.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
42.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
41.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
41.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
40.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
40.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
39.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
38.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
38.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
38.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
36.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
36.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
35.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
33.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
33.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
31.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
29.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
29.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
29.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
24.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
23.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
19.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
12.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
11.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
5.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
5.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
4.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
2.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
1.6
CPT0013790003
Normal
1.6
CPT0015910003
Tumor
1.5
CPT0012290003
Normal
1.3
CPT0011240003
Tumor
1.2
CPT0075720003
Tumor
1.1
CPT0069190001
Normal
1.0
CPT0014160003
Tumor
1.0
CPT0077320001
Normal
1.0
CPT0002370001
Normal
0.9
CPT0077500001
Normal
0.9
CPT0006530001
Normal
0.9
CPT0010120001
Normal
0.9
CPT0024680001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0084590001
Normal
0.9
CPT0086830003
Normal
0.9
CPT0075570001
Normal
0.8
CPT0012920003
Normal
0.8
CPT0077140001
Normal
0.8
CPT0018250001
Normal
0.8
CPT0092190003
Normal
0.8
CPT0077490003
Tumor
0.8
CPT0012570003
Normal
0.8
CPT0063330001
Normal
0.7
CPT0009020003
Normal
0.7
CPT0086970003
Normal
0.6
CPT0075560003
Tumor
0.6
CPT0001350001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0001270001
Normal
0.6
CPT0012370003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0088570001
Normal
0.6
CPT0006730001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0002350011
Tumor
0.5
CPT0000890001
Normal
0.5
CPT0081990003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0020020001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0079300001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0063640001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0066520001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0014370004
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0079000001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0025110003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0064400001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0015810003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0092310003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0079230003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0012900004
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0006630003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0001230001
Normal
-0.5
CPT0009060003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0063630003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0066430001
Normal
-0.6
CPT0076330003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0025230003
Tumor
-0.6
CPT0006900003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0088970003
Tumor
-0.7
CPT0001500009
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0023710001
Normal
-0.8
CPT0015730003
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0078660003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0012670003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0014450004
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0020120003
Tumor
-1.0
CPT0079180003
Tumor
-1.2
CPT0012280003
Tumor
-1.2
CPT0012550003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0079380003
Tumor
-1.2
CPT0024670003
Tumor
-1.3
CPT0011410003
Tumor
-1.4
CPT0002270011
Tumor
-1.4
CPT0025050003
Tumor
-1.4
CPT0012180003
Tumor
-1.7
CPT0078800003
Tumor
-1.8
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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.