We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SLC6A8 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
99.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
247.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
218.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
217.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
197.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
179.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
167.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
154.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
152.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
149.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
147.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
147.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
142.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
140.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
138.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
137.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
137.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
131.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
131.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
124.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
123.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
121.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
118.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
117.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
116.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
114.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
114.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
112.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
109.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
106.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
104.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
93.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
92.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
85.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
79.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
79.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
78.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
76.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
71.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
71.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
70.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
69.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
68.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
64.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
63.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
59.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
59.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
58.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
56.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
53.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
50.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
50.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
49.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
47.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
42.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
42.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
34.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
SLC6A8 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
173.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
825.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
805.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
648.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
634.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
625.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
618.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
613.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
609.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
594.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
570.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
557.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
555.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
543.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
516.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
510.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
489.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
489.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
488.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
486.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
486.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
482.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
481.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
479.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
478.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
478.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
474.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
472.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
469.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
462.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
455.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
444.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
444.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
441.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
434.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
431.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
430.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
422.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
421.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
419.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
419.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
419.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
418.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
418.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
413.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
410.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
407.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
402.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
385.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
383.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
383.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
374.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
373.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
372.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
372.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
369.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
367.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
362.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
362.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
361.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
357.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
354.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
353.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
352.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
348.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
347.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
346.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
345.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
344.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
343.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
342.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
341.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
340.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
340.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
338.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
338.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
332.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
329.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
328.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
325.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
323.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
321.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
321.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
318.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
316.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
316.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
315.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
311.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
306.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
305.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
303.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
302.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
297.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
295.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
292.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
290.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
287.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
285.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
285.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
283.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
283.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
280.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
275.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
274.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
263.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
263.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
263.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
260.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
259.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
256.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
255.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
252.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
251.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
250.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
250.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
249.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
249.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
248.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
247.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
244.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
244.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
243.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
242.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
241.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
237.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
236.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
234.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
233.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
232.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
231.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
230.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
229.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
227.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
225.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
225.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
225.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
224.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
222.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
222.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
221.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
221.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
221.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
220.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
220.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
219.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
219.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
217.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
216.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
215.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
214.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
214.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
214.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
212.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
211.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
211.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
209.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
208.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
208.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
208.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
207.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
205.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
205.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
205.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
204.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
203.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
203.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
203.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
202.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
202.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
201.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
199.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
197.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
197.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
196.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
195.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
195.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
195.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
193.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
193.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
191.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
190.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
186.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
186.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
185.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
183.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
182.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
181.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
179.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
179.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
178.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
178.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
176.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
176.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
175.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
175.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
171.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
170.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
169.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
169.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
168.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
168.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
167.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
166.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
166.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
165.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
164.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
162.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
160.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
160.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
158.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
158.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
158.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
157.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
155.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
155.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
155.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
153.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
153.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
152.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
151.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
150.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
150.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
150.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
150.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
150.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
148.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
148.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
148.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
147.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
147.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
147.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
146.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
146.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
146.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
144.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
143.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
142.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
142.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
141.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
140.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
140.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
140.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
139.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
139.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
137.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
136.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
134.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
134.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
133.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
133.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
132.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
131.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
130.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
129.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
129.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
128.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
128.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
127.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
127.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
125.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
125.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
124.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
124.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
123.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
122.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
121.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
121.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
120.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
120.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
120.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
119.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
119.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
118.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
117.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
116.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
116.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
116.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
115.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
115.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
115.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
114.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
113.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
113.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
113.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
113.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
113.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
112.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
110.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
110.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
109.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
109.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
109.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
109.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
109.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
108.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
108.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
108.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
107.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
107.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
106.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
106.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
105.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
104.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
104.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
103.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
103.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
102.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
101.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
100.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
100.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
100.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
100.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
100.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
99.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
99.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
99.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
99.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
99.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
98.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
97.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
97.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
97.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
95.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
95.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
94.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
94.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
93.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
93.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
93.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
92.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
92.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
91.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
91.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
90.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
90.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
90.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
89.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
88.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
88.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
87.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
87.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
87.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
86.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
86.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
85.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
84.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
84.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
84.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
83.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
83.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
83.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
82.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
82.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
82.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
82.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
82.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
82.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
82.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
82.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
82.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
80.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
80.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
79.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
78.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
78.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
78.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
77.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
77.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
77.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
77.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
77.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
76.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
76.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
76.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
75.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
75.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
75.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
74.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
74.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
74.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
74.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
73.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
73.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
72.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
72.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
71.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
71.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
71.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
70.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
70.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
69.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
69.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
68.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
68.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
68.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
67.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
67.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
66.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
65.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
65.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
65.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
65.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
65.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
64.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
64.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
64.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
64.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
63.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
63.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
62.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
61.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
61.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
61.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
60.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
60.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
59.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
59.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
59.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
59.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
58.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
58.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
58.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
57.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
57.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
57.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
57.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
56.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
56.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
55.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
55.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
55.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
55.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
54.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
53.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
53.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
51.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
51.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
50.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
50.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
49.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
48.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
47.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
47.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
47.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
45.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
43.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
43.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
42.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
42.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
41.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
41.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
41.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
40.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
39.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
38.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
38.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
38.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
37.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
36.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
36.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
36.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
36.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
35.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
35.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
31.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
29.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
24.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
SLC6A8 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
194.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
778.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
765.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
637.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
616.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
595.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
558.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
549.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
532.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
519.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
514.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
503.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
472.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
442.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
417.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
387.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
375.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
369.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
346.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
342.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
325.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
315.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
297.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
280.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
271.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
262.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
252.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
240.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
231.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
208.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
208.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
208.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
200.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
199.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
197.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
196.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
195.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
193.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
184.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
163.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
162.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
162.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
149.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
144.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
143.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
141.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
139.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
138.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
128.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
124.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
122.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
120.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
115.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
112.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
110.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
107.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
103.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
101.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
101.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
100.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
100.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
99.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
97.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
89.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
86.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
86.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
86.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
85.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
85.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
82.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
77.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
77.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
75.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
72.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
70.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
70.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
68.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
67.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
61.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
59.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
55.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
55.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
48.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
48.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
45.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
42.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
SLC6A8 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
66.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
959.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
461.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
274.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
230.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
220.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
200.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
194.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
189.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
179.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
157.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
151.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
140.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
133.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
126.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
125.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
123.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
121.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
118.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
116.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
113.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
110.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
109.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
108.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
106.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
106.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
104.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
104.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
104.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
104.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
103.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
100.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
99.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
98.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
98.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
96.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
96.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
95.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
95.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
94.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
94.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
94.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
93.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
93.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
93.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
92.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
92.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
91.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
91.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
90.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
89.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
88.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
88.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
87.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
87.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
87.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
86.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
86.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
85.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
84.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
84.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
84.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
83.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
82.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
82.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
81.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
81.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
80.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
79.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
76.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
74.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
74.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
74.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
73.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
73.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
73.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
72.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
71.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
71.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
70.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
69.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
69.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
69.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
69.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
68.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
68.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
68.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
68.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
67.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
67.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
66.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
66.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
66.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
65.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
65.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
64.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
64.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
64.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
63.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
63.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
63.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
62.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
62.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
62.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
61.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
61.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
61.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
61.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
61.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
61.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
61.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
60.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
60.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
60.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
60.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
60.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
59.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
59.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
58.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
58.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
58.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
57.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
57.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
57.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
56.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
56.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
56.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
55.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
54.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
54.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
54.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
53.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
53.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
53.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
52.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
52.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
52.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
52.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
52.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
51.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
51.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
50.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
50.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
50.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
49.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
49.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
48.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
48.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
47.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
47.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
46.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
46.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
46.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
45.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
45.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
45.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
44.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
44.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
44.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
43.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
43.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
43.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
43.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
43.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
42.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
41.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
40.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
40.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
39.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
39.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
38.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
38.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
38.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
38.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
38.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
37.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
37.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
36.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
35.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
35.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
34.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
33.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
33.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
32.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
32.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
31.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
29.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
28.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
26.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
26.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
25.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
24.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
22.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079430001
Normal
1.6
CPT0001350001
Normal
1.5
CPT0089480003
Normal
1.3
CPT0026420001
Normal
1.3
CPT0076350001
Normal
1.2
CPT0065750003
Tumor
1.1
CPT0092800003
Normal
1.1
CPT0002350011
Tumor
1.0
CPT0001270001
Normal
1.0
CPT0078530001
Normal
1.0
CPT0014450004
Tumor
1.0
CPT0077500001
Normal
1.0
CPT0017450001
Normal
0.9
CPT0065450001
Normal
0.9
CPT0023360001
Normal
0.9
CPT0000790001
Normal
0.8
CPT0088920001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0089040001
Normal
0.7
CPT0012090003
Normal
0.7
CPT0014130001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0092740003
Normal
0.6
CPT0092310003
Normal
0.6
CPT0006530001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0001340003
Tumor
0.6
CPT0000660001
Normal
0.6
CPT0088710001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0064370003
Tumor
0.5
CPT0086830003
Normal
0.5
CPT0077140001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0001230001
Normal
0.5
CPT0078930003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0009080003
Normal
0.4
CPT0069190001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0065430003
Tumor
0.4
CPT0087050003
Normal
0.3
CPT0088780001
Normal
0.3
CPT0087040003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0023710001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0075560003
Tumor
0.3
CPT0063630003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0013790003
Normal
0.2
CPT0024680001
Normal
0.2
CPT0088500001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0025050003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0069160003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0069000003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0078940001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0014160003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0066520001
Normal
-0.4
CPT0001260009
Tumor
-0.4
CPT0014350001
Normal
-0.5
CPT0077310003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0065870003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0079300001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0012080003
Tumor
-0.6
CPT0064400001
Normal
-0.6
CPT0079410003
Tumor
-0.6
CPT0019130003
Tumor
-0.7
CPT0007320003
Tumor
-0.7
CPT0078670001
Normal
-0.7
CPT0066480003
Tumor
-0.7
CPT0019160001
Normal
-0.7
CPT0089460004
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0089020003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0006630003
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0012370003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0086950003
Tumor
-1.0
CPT0079000001
Normal
-1.0
CPT0017410003
Tumor
-1.0
CPT0012570003
Normal
-1.0
CPT0012180003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0079230003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0019990003
Tumor
-1.0
CPT0077320001
Normal
-1.0
CPT0092190003
Normal
-1.1
CPT0092290003
Tumor
-1.1
CPT0001540009
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0079480003
Tumor
-1.2
CPT0012280003
Tumor
-1.2
CPT0001500009
Tumor
-1.2
CPT0076330003
Tumor
-1.2
CPT0000780007
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0075130003
Tumor
-1.2
CPT0079510001
Normal
-1.2
CPT0088630003
Tumor
-1.3
CPT0088690003
Tumor
-1.3
CPT0086820003
Tumor
-1.3
CPT0081990003
Tumor
-1.3
CPT0079180003
Tumor
-1.3
CPT0025230003
Tumor
-1.4
CPT0000640003
Tumor
-1.5
CPT0092790003
Tumor
-1.5
CPT0084560003
Tumor
-1.5
CPT0079270003
Tumor
-1.5
CPT0010160003
Tumor
-1.6
CPT0000870016
Tumor
-1.6
CPT0021240003
Tumor
-1.6
CPT0009000003
Tumor
-1.6
CPT0065810003
Tumor
-1.6
CPT0077110003
Tumor
-1.7
CPT0086360003
Tumor
-1.7
CPT0012550003
Tumor
-1.7
CPT0066470004
Tumor
-1.8
CPT0078990003
Tumor
-1.9
CPT0086870003
Tumor
-1.9
CPT0011240003
Tumor
-2.1
CPT0088550004
Tumor
-2.5
CPT0065690003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0075720003
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0025580004
Tumor
N/A
Show allShow less
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.
The Human Protein Atlas project is funded
