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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.
MYL9 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
86.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
668.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
429.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
263.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
248.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
197.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
187.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
183.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
177.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
173.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
143.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
135.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
132.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
127.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
113.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
106.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
100.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
98.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
95.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
90.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
87.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
76.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
75.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
73.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
71.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
63.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
61.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
57.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
56.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
56.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
55.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
50.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
49.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
49.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
48.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
46.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
44.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
43.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
41.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
38.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
36.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
35.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
35.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
33.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
30.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 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.
MYL9 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
261.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2698.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2550.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1057.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
916.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
915.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
915.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
832.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
780.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
772.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
755.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
751.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
732.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
697.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
679.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
655.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
640.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
639.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
639.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
620.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
617.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
617.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
609.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
609.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
595.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
594.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
583.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
568.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
566.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
555.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
554.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
554.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
552.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
542.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
541.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
541.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
538.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
535.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
534.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
532.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
529.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
529.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
523.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
521.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
515.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
508.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
505.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
502.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
501.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
498.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
495.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
481.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
480.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
479.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
479.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
478.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
478.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
474.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
467.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
464.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
461.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
452.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
444.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
441.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
440.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
440.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
439.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
439.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
438.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
437.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
435.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
433.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
430.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
429.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
428.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
424.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
416.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
408.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
407.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
407.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
406.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
405.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
400.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
396.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
393.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
392.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
391.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
389.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
388.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
378.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
376.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
366.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
365.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
365.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
357.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
357.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
357.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
356.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
355.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
354.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
354.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
351.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
350.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
350.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
349.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
348.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
347.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
346.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
345.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
345.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
345.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
344.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
343.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
340.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
339.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
338.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
337.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
336.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
335.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
333.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
330.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
330.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
328.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
328.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
327.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
325.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
323.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
323.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
322.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
321.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
321.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
319.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
319.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
318.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
318.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
317.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
317.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
317.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
315.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
314.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
313.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
312.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
312.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
311.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
311.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
309.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
307.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
304.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
304.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
302.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
301.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
301.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
299.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
299.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
297.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
296.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
295.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
295.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
293.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
291.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
290.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
288.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
288.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
288.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
286.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
286.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
284.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
283.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
283.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
281.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
280.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
279.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
278.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
277.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
276.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
276.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
276.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
276.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
276.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
275.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
275.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
274.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
272.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
271.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
271.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
269.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
269.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
269.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
267.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
267.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
266.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
266.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
264.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
263.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
263.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
262.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
260.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
260.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
258.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
258.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
258.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
258.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
257.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
257.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
256.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
256.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
253.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
253.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
253.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
253.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
252.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
252.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
251.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
250.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
249.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
248.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
248.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
248.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
247.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
247.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
246.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
245.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
241.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
241.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
240.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
239.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
239.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
238.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
237.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
235.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
234.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
234.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
233.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
232.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
232.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
232.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
231.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
230.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
229.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
228.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
227.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
227.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
227.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
227.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
227.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
226.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
224.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
224.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
223.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
222.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
221.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
220.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
220.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
220.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
219.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
218.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
218.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
217.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
216.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
216.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
215.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
214.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
214.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
213.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
212.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
210.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
210.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
209.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
208.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
207.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
206.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
206.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
205.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
203.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
202.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
202.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
202.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
201.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
201.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
201.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
201.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
201.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
200.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
200.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
200.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
199.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
199.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
199.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
197.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
197.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
197.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
196.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
195.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
195.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
193.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
193.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
193.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
193.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
193.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
193.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
192.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
192.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
191.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
189.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
189.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
189.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
188.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
187.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
187.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
185.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
185.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
185.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
184.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
184.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
184.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
184.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
184.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
183.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
182.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
181.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
181.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
179.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
178.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
177.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
176.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
176.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
175.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
175.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
175.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
174.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
174.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
174.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
173.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
173.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
172.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
171.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
171.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
171.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
170.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
170.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
170.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
170.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
170.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
169.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
168.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
167.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
167.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
166.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
166.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
164.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
164.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
163.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
162.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
161.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
161.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
160.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
159.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
159.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
158.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
158.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
157.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
156.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
156.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
155.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
155.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
155.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
154.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
154.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
154.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
153.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
153.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
153.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
152.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
152.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
152.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
152.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
151.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
151.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
151.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
150.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
148.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
147.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
147.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
147.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
147.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
146.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
145.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
145.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
144.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
144.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
142.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
142.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
141.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
140.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
140.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
139.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
138.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
137.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
137.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
136.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
135.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
135.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
135.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
134.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
133.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
132.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
132.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
132.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
132.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
132.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
131.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
131.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
131.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
130.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
129.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
129.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
129.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
129.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
128.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
128.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
128.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
128.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
127.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
127.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
125.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
125.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
125.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
124.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
124.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
122.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
120.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
120.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
118.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
117.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
116.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
114.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
114.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
111.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
111.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
110.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
109.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
108.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
108.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
106.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
104.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
104.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
104.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
103.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
103.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
103.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
103.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
103.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
102.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
101.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
100.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
100.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
100.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
98.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
97.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
97.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
96.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
96.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
95.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
94.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
93.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
92.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
91.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
90.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
90.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
89.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
88.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
87.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
86.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
85.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
83.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
82.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
82.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
82.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
82.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
81.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
81.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
80.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
80.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
80.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
79.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
79.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
77.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
77.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
77.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
75.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
72.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
72.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
72.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
69.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
69.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
67.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
66.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
65.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
65.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
63.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
60.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
57.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
54.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
53.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
51.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
45.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
38.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
31.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MYL9 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
177.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
901.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
880.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
545.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
527.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
519.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
502.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
435.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
415.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
358.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
344.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
335.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
319.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
310.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
281.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
262.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
209.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
208.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
207.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
198.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
196.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
193.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
187.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
186.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
182.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
179.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
179.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
176.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
176.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
175.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
172.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
170.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
164.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
159.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
156.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
155.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
155.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
153.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
152.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
150.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
149.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
147.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
147.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
146.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
145.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
145.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
142.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
142.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
135.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
135.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
131.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
131.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
129.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
128.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
128.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
127.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
125.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
125.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
124.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
124.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
124.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
123.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
123.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
121.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
120.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
119.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
116.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
114.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
113.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
111.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
110.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
110.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
109.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
108.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
107.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
106.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
106.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
100.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
99.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
96.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
95.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
95.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
93.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
93.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
91.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
89.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
83.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
81.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
71.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
62.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
61.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
60.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
59.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
52.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
MYL9 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
179.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1456.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1093.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
942.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
861.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
797.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
765.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
740.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
702.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
661.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
656.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
625.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
613.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
577.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
564.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
544.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
534.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
528.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
492.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
473.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
454.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
437.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
425.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
418.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
417.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
411.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
409.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
403.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
394.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
385.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
378.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
375.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
366.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
365.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
361.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
361.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
339.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
337.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
334.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
334.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
333.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
329.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
325.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
320.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
318.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
310.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
309.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
309.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
308.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
295.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
293.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
285.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
279.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
275.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
273.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
271.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
268.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
260.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
259.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
248.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
248.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
247.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
244.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
230.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
229.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
228.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
228.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
228.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
224.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
223.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
222.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
217.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
213.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
209.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
208.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
205.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
204.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
200.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
200.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
198.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
197.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
195.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
192.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
191.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
190.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
190.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
177.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
177.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
176.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
175.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
174.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
171.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
170.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
168.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
165.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
165.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
161.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
160.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
158.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
158.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
158.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
157.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
156.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
156.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
155.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
153.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
153.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
150.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
150.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
149.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
148.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
148.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
148.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
148.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
147.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
145.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
142.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
142.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
141.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
140.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
140.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
139.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
138.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
138.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
138.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
137.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
137.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
135.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
134.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
134.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
133.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
132.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
130.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
129.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
127.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
126.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
125.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
124.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
123.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
122.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
122.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
119.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
119.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
117.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
115.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
115.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
115.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
114.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
114.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
113.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
112.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
111.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
111.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
110.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
109.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
109.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
109.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
108.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
107.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
107.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
106.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
106.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
103.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
103.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
103.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
103.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
101.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
99.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
99.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
98.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
97.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
96.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
95.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
95.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
94.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
94.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
92.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
92.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
91.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
91.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
90.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
90.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
88.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
86.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
86.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
84.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
84.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
83.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
82.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
82.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
81.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
81.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
80.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
79.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
78.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
76.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
75.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
74.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
74.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
74.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
74.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
74.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
73.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
72.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
72.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
71.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
71.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
71.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
69.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
69.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
68.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
67.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
66.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
65.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
64.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
64.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
64.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
64.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
63.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
61.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
61.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
61.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
60.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
60.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
58.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
58.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
57.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
56.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
55.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
54.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
53.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
52.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
51.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
49.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
49.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
47.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
46.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
44.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
44.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
44.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
42.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
42.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
39.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
37.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
37.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
36.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
34.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
33.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
32.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
29.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
25.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
1.8
CPT0066480003
Tumor
1.6
CPT0075560003
Tumor
1.4
CPT0010120001
Normal
1.2
CPT0025170003
Tumor
1.0
CPT0079510001
Normal
0.9
CPT0069000003
Tumor
0.8
CPT0021240003
Tumor
0.8
CPT0015910003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0092190003
Normal
0.6
CPT0086970003
Normal
0.6
CPT0012900004
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0002370001
Normal
0.6
CPT0020130001
Normal
0.5
CPT0077490003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0024680001
Normal
0.5
CPT0086870003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0081990003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0069190001
Normal
0.5
CPT0001270001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0081600003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0007470001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0092790003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0077310003
Tumor
0.4
CPT0086030003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0079380003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0079180003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0009020003
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0012290003
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0006900003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0025580004
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0089040001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0088640003
Normal
-0.3
CPT0014160003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0066430001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0087050003
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0001220008
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0077110003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0065810003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0024670003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0086950003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0088970003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0026410003
Tumor
-0.8
CPT0012180003
Tumor
-1.0
CPT0078800003
Tumor
-1.3
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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
