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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.
SEM1 is not prognostic in Colon Adenocarcinoma (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
308.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
674.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
669.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
627.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
593.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
592.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
562.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
541.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
534.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
533.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
521.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
521.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
519.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
516.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
511.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
508.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
505.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
504.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
499.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
496.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
482.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
481.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
475.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
474.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
473.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
466.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
462.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
456.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
452.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
451.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
450.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
446.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
444.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
442.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
441.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
439.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
436.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
435.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
431.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
429.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
429.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
429.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
421.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
418.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
411.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
410.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
410.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
409.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
407.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
401.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
400.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
399.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
397.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
394.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
394.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
390.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
385.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
384.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
381.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
380.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
379.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
378.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
375.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
375.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
373.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
370.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
363.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
363.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
362.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
361.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
360.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
359.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
356.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
355.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
350.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
350.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
347.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
347.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
346.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
345.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
343.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
341.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
341.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
340.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
337.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
336.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
335.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
333.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
332.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
332.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
331.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
329.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
329.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
326.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
322.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
322.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
321.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
321.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
321.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
320.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
318.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
316.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
315.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
314.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
313.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
312.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
312.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
312.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
312.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
310.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
308.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
308.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
308.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
308.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
307.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
306.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
305.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
303.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
302.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
300.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
300.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
299.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
295.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
294.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
288.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
287.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
286.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
286.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
285.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
284.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
283.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
280.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
279.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
279.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
279.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
277.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
274.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
273.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
272.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
272.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
272.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
270.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
270.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
270.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
269.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
269.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
268.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
267.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
267.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
267.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
267.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
267.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
267.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
266.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
263.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
263.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
262.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
261.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
261.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
261.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
261.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
260.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
260.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
259.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
259.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
259.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
258.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
257.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
256.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
255.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
253.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
253.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
252.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
251.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
251.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
251.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
251.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
250.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
247.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
247.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
246.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
245.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
243.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
243.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
242.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
242.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
242.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
239.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
237.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
237.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
237.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
236.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
234.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
234.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
233.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
232.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
231.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
229.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
229.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
229.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
228.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
228.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
225.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
225.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
222.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
221.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
220.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
217.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
214.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
214.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
213.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
213.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
212.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
212.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
211.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
210.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
209.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
207.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
204.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
199.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
196.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
195.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
195.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
194.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
190.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
187.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
187.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
182.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
182.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
180.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
180.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
179.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
176.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
175.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
174.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
174.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
174.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
173.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
166.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
165.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
163.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
163.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
156.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
153.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
153.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
148.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
145.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
135.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
134.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
115.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
112.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
107.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
83.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
67.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
SEM1 is not prognostic in Colon Adenocarcinoma (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
36.5
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
118.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
85.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
77.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
77.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
72.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
69.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
69.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
68.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
68.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
67.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
67.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
66.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
65.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
65.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
65.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
65.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
65.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
65.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
65.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
64.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
62.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
62.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
61.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
61.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
61.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
60.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
60.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
59.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
59.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
58.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
58.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
58.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
58.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
57.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
57.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
57.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
57.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
57.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
57.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
57.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
57.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
56.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
56.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
56.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
56.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
55.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
55.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
55.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
54.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
54.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
53.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
53.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
53.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
53.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
53.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
52.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
52.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
52.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
52.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
52.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
51.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
51.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
51.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
51.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
51.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
51.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
50.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
50.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
50.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
50.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
49.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
49.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
49.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
49.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
48.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
48.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
48.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
47.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
47.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
47.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
47.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
47.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
47.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
46.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
46.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
46.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
46.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
46.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
46.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
45.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
45.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
45.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
45.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
45.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
44.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
43.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
43.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
43.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
41.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
41.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
41.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
41.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
41.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
40.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
40.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
40.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
40.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
39.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
39.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
39.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
38.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
38.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
38.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
35.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
12.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
SEM1 is not prognostic in Rectum Adenocarcinoma (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
322.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
621.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
596.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
537.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
535.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
534.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
509.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
493.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
478.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
475.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
465.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
460.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
459.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
435.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
425.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
417.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
411.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
403.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
400.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
388.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
379.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
375.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
373.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
371.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
370.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
363.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
362.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
362.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
356.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
354.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
352.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
349.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
345.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
345.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
345.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
344.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
344.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
344.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
344.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
342.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
340.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
339.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
337.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
333.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
333.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
326.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
323.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
321.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
315.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
297.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
290.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
285.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
284.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
284.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
284.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
283.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
283.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
282.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
281.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
281.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
274.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
267.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
261.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
257.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
251.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
251.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
251.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
246.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
245.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
243.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
242.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
242.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
238.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
222.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
218.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
211.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
210.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
208.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
196.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
196.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
188.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
163.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
162.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
154.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
154.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
150.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
137.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
127.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
SEM1 is not prognostic in Rectum Adenocarcinoma (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
37.5
Number of samples
207
Samples
Sample
Description
TPM
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
83.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
81.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
80.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
72.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
68.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
67.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
67.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
66.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
65.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
63.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
62.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
61.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
61.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
60.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
60.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
59.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
59.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
59.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
58.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
57.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
57.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
57.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
57.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
56.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
56.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
55.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
54.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
54.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
53.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
52.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
52.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
52.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
52.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
52.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
51.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
50.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
50.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
49.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
47.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
46.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
46.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
46.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
45.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
45.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
45.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
44.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
44.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
44.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
44.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
43.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
43.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
43.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
43.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
43.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
42.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
42.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
41.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
40.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
39.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
39.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
39.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
38.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
36.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
35.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
30.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
