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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
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
0.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
6.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
SLC17A3 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
162.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
904.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
899.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
834.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
749.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
733.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
728.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
709.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
673.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
671.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
669.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
662.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
630.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
622.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
610.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
599.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
597.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
594.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
586.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
580.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
580.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
580.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
580.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
567.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
565.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
559.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
546.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
539.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
522.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
516.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
512.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
505.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
504.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
498.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
490.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
486.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
477.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
477.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
467.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
466.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
450.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
448.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
443.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
441.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
441.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
432.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
427.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
426.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
418.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
416.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
410.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
406.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
405.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
400.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
397.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
396.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
394.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
393.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
389.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
389.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
387.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
387.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
386.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
384.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
378.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
375.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
375.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
373.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
372.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
371.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
368.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
368.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
360.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
355.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
355.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
350.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
348.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
347.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
347.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
347.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
345.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
345.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
343.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
342.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
339.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
339.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
338.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
337.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
330.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
330.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
329.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
328.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
325.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
324.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
323.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
317.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
313.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
312.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
311.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
305.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
303.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
301.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
301.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
297.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
297.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
295.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
293.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
292.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
290.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
288.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
288.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
286.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
285.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
283.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
280.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
279.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
279.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
278.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
278.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
276.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
274.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
273.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
273.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
271.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
266.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
265.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
264.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
258.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
254.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
253.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
251.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
248.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
247.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
245.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
245.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
244.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
243.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
241.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
241.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
235.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
235.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
234.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
231.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
230.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
228.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
225.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
225.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
225.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
224.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
222.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
221.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
219.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
218.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
217.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
217.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
215.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
215.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
215.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
214.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
214.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
210.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
204.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
202.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
201.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
201.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
200.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
198.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
198.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
196.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
194.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
194.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
193.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
192.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
191.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
190.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
190.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
189.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
187.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
187.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
185.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
183.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
183.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
182.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
179.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
179.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
178.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
176.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
170.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
170.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
168.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
168.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
168.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
168.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
167.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
167.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
167.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
166.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
165.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
164.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
163.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
163.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
162.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
156.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
154.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
153.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
153.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
152.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
150.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
150.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
148.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
148.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
148.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
148.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
147.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
147.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
147.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
146.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
146.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
145.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
144.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
144.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
143.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
143.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
143.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
140.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
137.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
137.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
134.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
133.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
132.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
131.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
131.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
131.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
130.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
129.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
127.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
127.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
127.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
123.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
123.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
122.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
122.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
121.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
119.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
119.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
118.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
118.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
117.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
114.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
114.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
113.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
113.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
112.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
112.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
111.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
107.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
106.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
105.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
105.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
104.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
103.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
103.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
101.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
100.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
98.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
97.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
97.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
97.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
96.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
96.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
94.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
94.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
90.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
90.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
90.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
89.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
88.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
86.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
86.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
85.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
83.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
83.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
82.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
82.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
82.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
82.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
81.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
81.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
78.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
77.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
76.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
76.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
74.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
74.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
73.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
72.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
71.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
70.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
70.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
70.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
69.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
69.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
68.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
68.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
66.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
66.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
64.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
62.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
62.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
62.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
61.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
61.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
60.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
60.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
57.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
55.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
54.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
54.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
53.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
51.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
51.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
51.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
49.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
49.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
47.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
46.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
46.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
45.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
45.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
45.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
44.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
44.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
41.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
41.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
39.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
36.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
35.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
34.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
34.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
32.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
32.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
32.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
32.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
28.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
26.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
14.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
5.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
5.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
4.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
3.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
2.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
0.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
0.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
0.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
0.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
0.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
0.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
0.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
0.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 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.
SLC17A3 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
250.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
977.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
845.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
823.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
796.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
792.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
788.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
774.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
642.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
642.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
620.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
574.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
572.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
570.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
520.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
519.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
515.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
486.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
486.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
483.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
467.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
437.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
433.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
418.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
404.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
399.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
397.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
370.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
370.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
359.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
351.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
340.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
326.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
324.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
296.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
295.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
283.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
259.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
258.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
253.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
247.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
238.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
236.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
234.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
217.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
217.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
214.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
199.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
194.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
189.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
188.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
188.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
178.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
176.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
175.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
170.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
168.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
157.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
150.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
133.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
133.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
126.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
123.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
118.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
109.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
109.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
107.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
89.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
78.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
69.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
53.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
53.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
28.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
2.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
2.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
0.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
0.8
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.
SLC17A3 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
110.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1835.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1078.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
947.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
824.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
753.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
745.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
692.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
651.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
639.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
627.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
622.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
616.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
563.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
544.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
496.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
447.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
441.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
430.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
430.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
423.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
407.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
384.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
380.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
372.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
359.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
357.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
357.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
356.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
353.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
341.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
334.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
331.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
326.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
325.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
297.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
286.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
284.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
282.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
274.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
271.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
271.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
271.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
268.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
261.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
256.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
253.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
243.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
225.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
224.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
220.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
212.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
201.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
199.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
197.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
195.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
174.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
170.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
169.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
154.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
153.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
150.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
132.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
131.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
127.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
127.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
125.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
124.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
124.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
117.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
114.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
110.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
102.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
100.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
87.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
84.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
82.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
82.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
81.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
79.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
75.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
75.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
74.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
71.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
69.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
66.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
65.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
65.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
65.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
62.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
60.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
60.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
59.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
56.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
54.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
54.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
52.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
45.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
43.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
41.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
39.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
36.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
34.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
34.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
32.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
31.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
31.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
30.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
28.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
26.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
24.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
24.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
20.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
17.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
13.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
8.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
7.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
5.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
5.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
5.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
2.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092740003
Normal
1.8
CPT0010170001
Normal
1.6
CPT0092800003
Normal
1.6
CPT0065450001
Normal
1.6
CPT0077140001
Normal
1.5
CPT0000790001
Normal
1.4
CPT0082010001
Normal
1.4
CPT0089480003
Normal
1.3
CPT0087050003
Normal
1.3
CPT0088710001
Normal
1.3
CPT0026420001
Normal
1.3
CPT0012770003
Normal
1.2
CPT0023360001
Normal
1.2
CPT0092310003
Normal
1.2
CPT0086970003
Normal
1.1
CPT0078840001
Normal
1.1
CPT0025060001
Normal
1.1
CPT0000890001
Normal
1.1
CPT0012290003
Normal
1.0
CPT0079430001
Normal
1.0
CPT0012090003
Normal
1.0
CPT0066430001
Normal
1.0
CPT0006730001
Normal
0.9
CPT0065430003
Tumor
0.9
CPT0007470001
Normal
0.9
CPT0001190001
Normal
0.9
CPT0012570003
Normal
0.8
CPT0020130001
Normal
0.8
CPT0006950001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0013790003
Normal
0.8
CPT0077500001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0078530001
Normal
0.8
CPT0086830003
Normal
0.7
CPT0088780001
Normal
0.7
CPT0088570001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0088920001
Normal
0.6
CPT0065820001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0017450001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0079380003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0001510001
Normal
0.4
CPT0001270001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0088640003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0076350001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0007870001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0079000001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0000660001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0001230001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0086360003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0001550001
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0078800003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0014160003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0075720003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0014470001
Normal
-0.6
CPT0001540009
Tumor
-0.6
CPT0069190001
Normal
-0.7
CPT0021240003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0019990003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0065930003
Tumor
-0.9
CPT0071150004
Tumor
-0.9
CPT0065750003
Tumor
-0.9
CPT0012550003
Tumor
-0.9
CPT0025110003
Tumor
-0.9
CPT0088480003
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0001220008
Tumor
-1.0
CPT0007320003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0000870016
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0063320003
Tumor
-1.1
CPT0025580004
Tumor
-1.1
CPT0011240003
Tumor
-1.1
CPT0009000003
Tumor
-1.2
CPT0006440003
Tumor
-1.2
CPT0087040003
Tumor
-1.2
CPT0009060003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0010160003
Tumor
-1.2
CPT0086030003
Tumor
-1.2
CPT0079270003
Tumor
-1.2
CPT0084590001
Normal
-1.3
CPT0015910003
Tumor
-1.3
CPT0092730003
Tumor
-1.3
CPT0007860003
Tumor
-1.3
CPT0077490003
Tumor
-1.3
CPT0089460004
Tumor
-1.3
CPT0078830003
Tumor
-1.3
CPT0014370004
Tumor
-1.3
CPT0075560003
Tumor
-1.3
CPT0079180003
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0015810003
Tumor
-1.4
CPT0088760003
Tumor
-1.4
CPT0077310003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0077320001
Normal
-1.4
CPT0012900004
Tumor
-1.4
CPT0076330003
Tumor
-1.5
CPT0000780007
Tumor
-1.5
CPT0081880003
Tumor
-1.5
CPT0001260009
Tumor
-1.5
CPT0001180009
Tumor
-1.5
CPT0012640003
Normal
-1.6
CPT0092190003
Normal
-1.6
CPT0012080003
Tumor
-1.6
CPT0088630003
Tumor
-1.6
CPT0017850003
Tumor
-1.6
CPT0088970003
Tumor
-1.6
CPT0079480003
Tumor
-1.7
CPT0012280003
Tumor
-1.7
CPT0025880003
Tumor
-1.7
CPT0025350003
Tumor
-1.7
CPT0069160003
Tumor
-1.7
CPT0078990003
Tumor
-1.7
CPT0000640003
Tumor
-1.7
CPT0079510001
Normal
-1.7
CPT0006630003
Tumor
-1.8
CPT0025230003
Tumor
-1.8
CPT0012670003
Tumor
-1.8
CPT0079300001
Normal
-1.9
CPT0011410003
Tumor
-1.9
CPT0086950003
Tumor
-1.9
CPT0081600003
Tumor
-1.9
CPT0086870003
Tumor
-1.9
CPT0088690003
Tumor
-1.9
CPT0086820003
Tumor
-2.0
CPT0063630003
Tumor
-2.0
CPT0079230003
Tumor
-2.0
CPT0002350011
Tumor
-2.1
CPT0066480003
Tumor
-2.1
CPT0078510003
Tumor
-2.1
CPT0002270011
Tumor
-2.1
CPT0017410003
Tumor
-2.1
CPT0081990003
Tumor
-2.2
CPT0075130003
Tumor
-2.3
CPT0089020003
Tumor
-2.3
CPT0078660003
Tumor
-2.4
CPT0001340003
Tumor
-2.4
CPT0079410003
Tumor
-2.4
CPT0014450004
Tumor
-2.4
CPT0023350003
Tumor
-2.5
CPT0065870003
Tumor
-2.5
CPT0085670003
Tumor
-2.6
CPT0069000003
Tumor
-2.6
CPT0012180003
Tumor
-2.7
CPT0084560003
Tumor
-2.9
CPT0088550004
Tumor
-3.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
