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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.
RAN 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
193.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
864.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
379.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
358.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
354.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
352.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
344.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
333.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
329.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
327.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
308.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
294.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
285.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
282.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
277.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
275.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
258.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
254.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
245.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
245.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
237.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
221.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
220.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
218.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
214.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
211.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
209.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
197.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
196.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
190.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
183.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
178.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
176.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
170.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
164.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
163.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
163.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
161.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
158.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
156.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
148.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
147.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
144.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
143.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
138.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
124.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
115.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
107.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
107.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
101.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
96.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
85.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
70.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
69.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
67.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
66.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
66.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
63.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
60.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
58.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
54.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
41.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
RAN is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
311.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1550.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
852.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
844.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
785.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
785.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
750.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
721.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
676.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
673.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
616.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
614.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
607.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
605.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
592.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
589.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
560.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
551.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
550.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
539.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
533.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
532.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
530.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
519.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
518.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
516.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
511.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
503.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
495.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
495.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
492.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
490.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
488.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
484.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
481.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
480.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
479.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
475.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
472.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
472.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
468.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
461.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
461.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
460.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
459.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
458.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
458.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
454.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
454.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
453.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
452.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
452.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
451.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
449.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
445.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
443.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
441.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
437.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
435.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
435.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
434.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
432.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
431.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
430.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
429.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
426.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
423.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
421.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
421.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
421.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
421.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
419.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
417.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
416.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
415.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
411.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
410.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
409.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
409.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
409.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
409.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
408.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
408.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
408.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
408.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
407.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
401.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
401.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
399.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
398.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
397.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
396.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
395.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
395.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
394.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
394.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
392.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
391.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
391.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
390.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
390.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
390.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
388.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
388.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
388.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
387.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
386.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
384.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
384.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
383.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
381.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
380.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
380.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
380.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
378.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
377.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
376.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
375.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
375.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
374.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
373.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
373.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
373.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
373.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
372.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
372.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
372.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
372.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
371.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
370.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
369.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
367.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
366.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
365.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
364.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
364.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
363.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
363.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
361.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
361.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
360.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
359.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
358.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
357.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
356.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
356.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
355.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
355.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
354.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
354.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
354.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
354.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
353.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
352.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
352.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
352.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
352.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
352.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
352.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
350.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
350.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
349.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
349.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
349.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
349.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
347.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
347.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
346.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
344.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
344.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
343.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
342.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
341.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
340.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
340.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
339.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
338.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
337.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
336.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
336.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
335.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
335.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
334.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
334.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
333.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
333.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
332.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
331.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
330.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
330.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
330.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
329.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
329.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
329.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
328.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
327.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
327.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
326.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
326.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
326.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
326.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
326.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
325.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
325.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
324.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
324.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
324.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
323.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
323.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
322.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
321.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
321.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
321.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
320.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
320.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
319.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
319.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
319.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
319.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
318.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
317.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
317.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
317.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
316.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
316.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
315.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
315.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
313.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
313.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
313.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
312.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
312.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
311.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
311.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
310.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
309.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
308.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
307.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
307.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
307.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
306.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
306.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
306.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
306.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
305.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
305.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
304.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
304.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
304.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
304.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
304.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
303.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
303.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
303.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
303.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
302.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
301.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
300.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
299.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
299.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
298.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
298.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
298.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
298.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
297.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
297.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
297.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
297.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
297.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
295.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
295.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
294.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
294.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
294.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
293.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
293.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
293.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
293.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
293.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
292.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
292.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
292.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
291.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
290.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
290.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
290.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
289.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
289.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
289.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
288.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
288.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
288.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
288.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
288.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
287.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
285.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
285.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
285.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
285.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
285.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
284.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
284.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
283.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
283.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
283.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
283.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
283.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
283.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
282.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
282.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
281.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
281.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
281.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
279.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
279.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
279.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
279.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
277.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
277.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
276.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
276.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
276.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
275.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
275.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
275.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
275.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
274.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
274.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
274.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
273.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
271.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
271.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
271.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
271.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
270.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
270.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
269.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
269.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
268.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
268.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
267.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
266.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
266.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
265.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
264.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
264.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
264.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
263.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
263.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
262.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
262.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
262.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
260.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
259.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
259.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
258.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
258.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
258.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
257.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
256.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
256.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
255.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
255.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
254.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
254.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
254.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
254.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
254.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
254.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
253.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
253.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
253.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
253.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
251.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
250.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
248.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
248.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
248.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
248.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
247.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
247.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
246.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
245.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
245.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
245.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
244.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
244.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
243.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
243.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
242.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
241.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
241.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
240.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
239.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
239.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
238.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
237.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
237.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
237.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
236.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
236.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
235.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
235.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
234.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
233.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
233.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
231.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
231.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
230.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
230.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
229.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
228.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
227.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
226.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
226.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
225.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
224.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
224.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
224.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
223.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
222.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
222.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
221.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
220.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
219.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
218.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
218.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
217.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
216.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
216.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
214.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
214.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
214.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
213.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
211.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
211.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
210.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
210.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
210.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
208.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
208.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
208.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
207.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
207.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
207.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
206.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
205.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
203.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
202.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
200.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
199.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
197.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
195.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
192.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
192.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
192.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
191.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
190.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
189.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
188.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
187.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
186.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
184.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
181.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
181.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
177.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
172.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
172.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
171.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
170.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
168.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
162.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
161.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
160.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
159.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
159.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
157.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
157.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
156.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
152.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
150.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
149.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
147.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
147.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
147.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
146.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
146.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
145.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
142.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
141.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
140.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
138.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
137.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
137.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
136.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
135.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
134.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
133.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
131.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
130.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
129.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
128.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
127.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
125.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
121.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
121.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
121.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
119.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
116.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
114.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
110.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
109.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
103.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
102.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
90.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
87.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
84.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
79.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
77.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
69.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
67.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
RAN is potential prognostic, high expression is unfavorable 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
329.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
724.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
708.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
670.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
652.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
641.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
636.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
612.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
605.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
529.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
521.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
508.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
454.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
440.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
426.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
418.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
405.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
403.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
399.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
396.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
395.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
385.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
376.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
375.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
374.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
368.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
367.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
363.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
362.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
357.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
355.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
353.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
347.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
347.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
346.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
344.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
343.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
336.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
329.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
328.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
324.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
322.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
321.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
320.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
320.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
317.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
306.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
305.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
305.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
304.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
300.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
299.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
299.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
298.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
296.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
296.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
293.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
288.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
288.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
288.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
287.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
284.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
280.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
279.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
279.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
274.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
267.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
264.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
263.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
262.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
262.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
261.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
261.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
253.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
251.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
248.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
243.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
241.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
239.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
237.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
234.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
233.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
232.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
230.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
230.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
229.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
223.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
216.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
216.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
215.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
214.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
204.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
203.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
200.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
200.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
193.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
188.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
188.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
169.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
147.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RAN is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
271.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
723.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
714.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
658.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
634.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
624.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
623.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
611.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
589.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
576.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
571.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
568.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
565.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
561.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
552.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
546.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
534.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
533.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
532.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
528.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
525.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
513.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
478.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
470.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
466.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
465.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
459.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
455.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
455.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
451.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
451.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
450.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
449.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
447.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
447.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
445.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
443.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
438.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
434.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
427.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
422.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
421.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
420.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
419.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
417.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
414.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
413.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
412.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
412.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
411.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
406.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
405.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
399.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
399.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
398.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
394.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
387.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
385.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
385.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
384.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
384.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
383.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
382.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
382.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
372.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
370.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
368.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
363.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
363.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
361.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
361.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
359.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
358.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
357.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
355.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
354.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
353.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
350.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
350.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
350.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
349.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
346.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
344.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
344.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
344.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
342.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
342.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
339.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
338.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
337.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
331.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
329.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
329.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
327.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
324.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
321.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
317.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
316.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
315.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
314.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
313.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
313.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
312.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
311.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
309.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
309.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
307.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
306.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
305.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
304.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
302.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
301.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
301.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
299.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
299.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
298.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
297.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
296.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
296.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
295.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
294.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
292.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
291.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
291.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
291.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
289.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
289.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
288.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
287.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
285.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
285.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
284.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
284.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
284.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
283.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
280.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
280.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
279.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
278.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
277.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
276.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
276.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
274.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
273.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
273.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
273.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
270.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
269.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
268.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
268.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
267.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
264.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
261.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
261.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
260.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
259.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
258.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
257.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
255.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
255.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
255.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
254.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
251.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
248.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
245.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
244.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
243.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
242.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
236.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
234.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
230.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
228.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
226.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
220.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
219.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
219.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
215.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
215.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
215.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
213.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
212.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
206.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
206.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
204.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
202.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
191.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
187.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
187.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
185.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
181.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
179.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
177.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
177.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
176.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
176.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
175.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
173.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
171.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
169.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
167.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
167.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
166.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
166.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
164.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
161.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
160.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
158.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
155.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
154.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
153.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
149.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
149.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
148.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
147.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
147.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
146.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
145.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
145.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
144.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
143.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
142.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
140.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
132.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
132.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
132.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
131.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
126.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
125.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
123.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
120.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
119.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
111.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
105.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
104.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
103.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
103.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
102.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
101.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
101.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
100.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
100.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
99.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
98.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
98.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
97.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
96.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
94.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
94.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
91.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
90.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
90.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
89.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
88.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
85.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
83.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
82.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
82.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
82.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
82.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
80.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
78.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
78.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
78.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
76.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
72.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
72.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
69.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
67.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
65.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
60.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
60.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
57.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
55.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
45.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
39.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
1.0
CPT0092290003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0023690003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0006630003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0065810003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0089020003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0079230003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0000790001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0020130001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0092740003
Normal
-0.4
CPT0086830003
Normal
-0.4
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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.