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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.
CCND1 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
57.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
294.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
112.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
111.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
104.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
96.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
94.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
94.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
93.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
85.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
83.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
78.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
78.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
78.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
74.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
69.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
68.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
66.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
65.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
63.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
61.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
60.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
59.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
58.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
57.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
56.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
56.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
56.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
54.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
49.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
48.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
48.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
46.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
45.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
44.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
44.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
42.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
41.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
39.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
35.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
33.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
31.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
31.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
26.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
25.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
CCND1 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
258.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1148.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1134.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1099.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1055.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1006.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
914.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
852.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
845.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
786.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
780.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
750.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
746.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
739.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
708.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
697.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
657.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
648.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
647.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
644.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
640.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
638.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
637.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
630.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
618.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
615.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
614.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
614.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
603.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
601.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
596.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
596.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
592.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
592.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
581.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
579.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
567.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
565.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
563.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
559.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
554.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
550.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
548.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
546.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
544.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
540.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
539.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
536.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
531.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
530.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
530.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
528.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
525.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
523.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
521.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
513.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
509.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
498.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
496.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
495.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
493.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
492.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
480.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
478.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
476.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
475.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
474.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
462.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
456.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
455.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
454.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
451.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
451.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
446.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
444.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
442.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
436.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
436.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
434.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
433.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
432.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
428.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
428.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
428.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
427.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
425.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
424.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
417.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
414.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
412.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
411.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
411.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
410.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
410.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
408.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
405.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
404.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
402.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
401.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
400.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
399.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
399.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
398.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
397.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
396.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
396.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
396.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
394.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
392.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
391.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
389.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
386.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
385.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
384.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
384.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
383.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
383.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
381.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
379.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
378.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
373.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
373.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
367.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
366.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
366.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
364.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
361.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
360.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
360.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
357.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
355.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
352.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
351.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
349.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
345.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
344.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
342.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
339.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
338.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
334.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
334.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
333.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
333.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
332.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
330.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
328.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
326.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
324.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
322.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
321.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
316.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
316.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
316.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
315.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
314.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
313.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
313.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
312.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
310.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
309.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
309.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
307.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
305.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
304.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
303.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
303.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
303.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
302.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
300.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
298.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
298.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
296.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
296.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
295.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
294.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
293.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
293.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
293.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
293.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
292.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
290.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
288.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
288.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
287.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
287.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
285.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
284.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
283.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
282.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
281.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
281.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
281.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
280.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
280.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
279.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
276.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
276.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
275.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
272.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
272.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
271.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
270.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
270.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
268.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
267.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
267.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
267.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
266.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
262.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
261.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
261.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
260.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
260.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
259.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
259.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
258.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
257.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
257.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
256.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
254.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
254.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
253.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
252.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
252.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
249.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
247.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
247.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
247.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
246.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
245.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
245.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
245.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
245.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
241.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
239.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
239.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
238.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
237.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
237.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
235.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
234.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
234.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
234.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
233.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
231.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
230.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
228.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
228.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
225.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
225.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
224.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
224.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
223.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
223.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
222.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
221.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
221.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
221.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
220.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
219.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
218.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
216.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
216.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
216.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
215.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
214.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
214.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
214.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
214.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
213.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
211.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
211.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
211.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
210.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
210.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
210.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
209.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
208.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
207.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
207.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
206.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
205.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
205.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
204.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
202.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
201.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
201.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
200.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
200.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
198.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
197.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
196.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
194.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
193.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
193.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
193.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
190.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
190.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
189.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
189.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
189.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
189.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
185.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
184.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
184.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
184.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
182.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
181.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
181.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
181.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
180.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
180.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
179.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
177.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
176.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
175.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
174.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
174.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
173.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
172.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
171.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
171.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
171.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
170.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
170.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
168.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
168.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
168.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
167.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
167.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
166.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
165.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
163.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
162.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
160.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
160.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
159.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
157.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
157.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
156.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
155.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
155.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
154.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
154.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
153.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
152.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
150.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
149.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
149.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
148.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
147.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
146.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
144.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
142.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
142.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
141.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
141.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
140.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
139.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
139.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
138.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
138.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
138.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
138.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
137.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
136.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
136.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
134.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
134.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
130.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
129.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
129.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
128.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
128.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
127.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
127.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
126.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
125.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
124.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
124.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
123.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
122.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
121.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
120.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
120.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
117.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
116.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
116.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
116.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
115.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
115.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
113.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
113.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
113.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
113.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
113.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
113.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
113.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
111.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
111.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
110.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
110.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
109.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
109.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
108.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
108.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
108.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
107.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
105.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
105.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
104.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
103.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
102.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
102.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
102.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
102.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
100.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
100.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
98.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
97.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
97.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
97.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
96.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
96.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
96.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
96.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
95.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
94.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
94.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
93.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
93.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
92.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
92.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
91.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
91.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
89.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
87.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
87.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
87.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
86.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
85.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
84.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
84.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
84.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
83.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
83.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
80.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
78.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
77.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
77.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
76.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
76.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
75.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
74.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
74.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
71.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
70.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
70.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
67.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
66.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
65.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
65.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
64.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
64.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
63.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
63.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
62.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
60.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
59.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
57.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
56.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
55.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
55.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
53.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
53.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
52.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
50.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
47.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
47.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
45.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
45.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
45.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
43.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
42.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
42.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
40.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
40.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
38.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
32.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
30.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
28.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
CCND1 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
310.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
923.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
876.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
845.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
777.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
714.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
669.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
630.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
602.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
583.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
557.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
555.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
555.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
549.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
540.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
537.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
517.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
517.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
513.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
483.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
475.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
459.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
447.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
443.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
436.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
435.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
427.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
427.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
406.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
403.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
395.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
389.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
388.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
377.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
376.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
369.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
362.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
360.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
348.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
343.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
335.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
334.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
323.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
319.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
318.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
316.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
313.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
311.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
310.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
297.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
295.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
293.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
287.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
278.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
267.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
261.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
259.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
255.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
241.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
231.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
230.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
220.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
215.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
215.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
212.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
207.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
203.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
195.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
189.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
186.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
186.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
168.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
162.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
159.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
154.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
152.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
151.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
146.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
143.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
141.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
131.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
126.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
122.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
108.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
108.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
92.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
87.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
87.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
86.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
80.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
76.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
67.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
54.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
47.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.7
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.
CCND1 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
50.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
402.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
356.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
339.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
316.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
294.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
249.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
227.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
226.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
201.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
192.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
180.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
177.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
168.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
168.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
153.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
146.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
139.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
136.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
136.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
134.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
134.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
128.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
124.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
121.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
115.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
114.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
113.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
104.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
103.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
99.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
97.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
96.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
95.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
92.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
92.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
90.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
90.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
90.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
90.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
78.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
77.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
76.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
76.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
75.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
75.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
74.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
73.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
73.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
72.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
72.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
69.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
68.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
67.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
65.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
65.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
65.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
64.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
64.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
64.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
64.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
64.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
62.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
61.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
61.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
60.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
60.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
59.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
59.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
59.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
59.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
58.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
57.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
57.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
57.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
57.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
56.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
56.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
55.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
54.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
54.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
53.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
52.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
50.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
49.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
49.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
49.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
48.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
48.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
48.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
48.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
47.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
47.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
47.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
44.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
42.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
42.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
42.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
41.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
41.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
40.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
40.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
38.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
36.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
36.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
35.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
35.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
34.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
32.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
32.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
31.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
31.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
31.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
30.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
30.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
27.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
26.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
26.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
25.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
25.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
25.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
24.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
23.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
23.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
22.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
22.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
21.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
20.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
17.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
17.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
15.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
15.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
11.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078830003
Tumor
1.7
CPT0001180009
Tumor
1.5
CPT0069000003
Tumor
1.4
CPT0081990003
Tumor
1.3
CPT0011240003
Tumor
1.2
CPT0012550003
Tumor
1.2
CPT0025110003
Tumor
1.1
CPT0017410003
Tumor
1.1
CPT0009060003
Tumor
1.1
CPT0063320003
Tumor
1.0
CPT0010160003
Tumor
1.0
CPT0065870003
Tumor
1.0
CPT0025350003
Tumor
0.9
CPT0000870016
Tumor
0.9
CPT0012370003
Tumor
0.9
CPT0001500009
Tumor
0.9
CPT0012080003
Tumor
0.9
CPT0015910003
Tumor
0.9
CPT0078940001
Normal
0.8
CPT0088690003
Tumor
0.8
CPT0065930003
Tumor
0.8
CPT0026410003
Tumor
0.8
CPT0071150004
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0065810003
Tumor
0.7
CPT0077490003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0078510003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0079380003
Tumor
0.6
CPT0088920001
Normal
0.6
CPT0002350011
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0089480003
Normal
0.5
CPT0075720003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0014470001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0063630003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0023690003
Tumor
0.3
CPT0088640003
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0088570001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0020120003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0078530001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0000790001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0086870003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0007870001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0089040001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0000780007
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0007860003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0012090003
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0092730003
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0078800003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0081620001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0065820001
Normal
-0.5
CPT0065750003
Tumor
-0.6
CPT0064400001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0078840001
Normal
-0.7
CPT0025060001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0025610001
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0088710001
Normal
-0.8
CPT0063640001
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0088780001
Normal
-0.8
CPT0081880003
Tumor
-0.8
CPT0000640003
Tumor
-0.8
CPT0001350001
Normal
-0.8
CPT0063330001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0086890003
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0082010001
Normal
-0.8
CPT0086030003
Tumor
-0.8
CPT0012290003
Normal
-0.9
CPT0001510001
Normal
-0.9
CPT0012570003
Normal
-0.9
CPT0066520001
Normal
-0.9
CPT0078930003
Tumor
-0.9
CPT0078670001
Normal
-0.9
CPT0025920001
Normal
-0.9
CPT0001190001
Normal
-0.9
CPT0006530001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0012920003
Normal
-0.9
CPT0014130001
Normal
-1.0
CPT0020130001
Normal
-1.0
CPT0017450001
Normal
-1.0
CPT0013790003
Normal
-1.0
CPT0023710001
Normal
-1.0
CPT0077320001
Normal
-1.0
CPT0009020003
Normal
-1.0
CPT0069190001
Normal
-1.1
CPT0079510001
Normal
-1.1
CPT0086370003
Normal
-1.1
CPT0012640003
Normal
-1.1
CPT0092190003
Normal
-1.1
CPT0092310003
Normal
-1.1
CPT0026420001
Normal
-1.1
CPT0017850003
Tumor
-1.1
CPT0024680001
Normal
-1.2
CPT0010120001
Normal
-1.2
CPT0076330003
Tumor
-1.2
CPT0075570001
Normal
-1.2
CPT0089460004
Tumor
-1.3
CPT0075170001
Normal
-1.3
CPT0088630003
Tumor
-1.3
CPT0077500001
Normal
-1.4
CPT0023350003
Tumor
-1.5
CPT0011410003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
