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COLORECTAL CANCER - Interactive survival scatter ploti
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.
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 median 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 FPKM
427.3
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1058.2
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1056.7
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
933.5
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
931.2
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
892.5
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
877.8
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
872.1
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
870.0
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
862.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
839.5
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
824.8
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
821.3
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
807.5
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
805.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
796.4
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
788.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
787.7
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
779.0
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
770.8
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
767.0
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
761.4
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
759.8
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
740.3
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
737.6
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
736.7
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
736.6
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
733.3
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
725.9
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
723.1
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
722.5
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
713.8
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
713.4
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
706.6
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
706.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
705.0
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
704.8
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
702.8
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
702.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
698.7
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
695.2
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
689.7
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
689.5
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
686.9
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
685.7
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
681.6
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
678.1
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
674.1
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
673.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
671.6
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
670.5
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
670.2
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
669.1
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
667.7
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
664.2
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
660.9
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
660.4
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
658.3
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
654.0
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
650.4
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
645.7
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
642.7
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
641.8
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
630.6
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
626.9
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
626.3
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
623.2
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
620.6
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
619.1
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
617.5
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
615.5
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
615.3
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
611.3
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
607.9
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
606.4
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
606.3
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
601.1
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
601.0
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
600.3
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
597.3
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
595.6
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
595.6
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
591.7
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
585.7
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
583.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
581.5
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
580.5
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
579.5
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
579.2
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
578.7
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
576.9
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
571.6
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
570.0
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
563.0
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
558.3
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
556.7
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
554.6
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
554.5
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
554.2
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
554.0
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
552.8
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
552.5
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
552.1
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
551.4
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
551.2
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
550.9
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
550.1
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
549.5
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
548.5
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
546.4
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
545.6
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
542.6
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
542.3
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
541.9
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
541.8
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
540.0
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
539.1
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
538.3
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
536.3
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
536.2
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
535.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
535.3
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
534.7
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
534.0
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
533.6
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
533.6
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
533.3
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
533.2
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
532.2
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
529.7
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
529.5
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
528.6
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
527.7
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
526.3
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
524.2
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
522.8
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
522.7
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
521.9
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
521.5
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
521.2
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
520.0
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
518.8
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
516.7
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
516.7
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
514.7
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
514.6
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
514.5
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
513.6
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
512.3
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
511.3
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
510.5
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
510.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
510.2
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
509.4
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
508.4
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
508.2
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
507.2
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
506.1
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
505.3
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
504.2
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
504.1
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
502.8
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
502.8
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
500.0
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
499.5
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
499.0
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
498.5
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
497.8
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
496.4
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
495.7
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
495.2
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
494.5
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
494.4
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
494.0
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
493.4
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
492.2
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
491.3
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
491.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
489.3
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
488.3
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
488.0
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
487.5
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
486.9
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
485.3
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
484.7
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
483.2
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
482.2
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
482.1
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
480.8
TCGA-CL-4957-01A
79 years, female, dead, 425 days
480.8
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
478.5
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
476.6
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
475.3
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
474.5
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
473.5
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
473.4
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
473.4
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
472.4
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
472.4
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
472.1
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
471.7
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
471.2
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
468.7
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
468.3
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
468.2
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
466.7
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
466.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
466.4
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
466.0
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
464.8
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
463.3
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
462.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
459.9
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
459.1
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
458.7
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
458.0
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
457.9
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
457.5
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
455.9
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
455.7
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
455.4
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
452.6
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
451.8
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
451.5
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
451.2
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
449.9
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
449.7
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
449.1
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
448.6
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
447.8
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
446.6
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
446.5
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
446.1
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
445.5
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
444.7
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
444.5
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
444.5
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
444.4
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
443.8
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
443.4
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
443.0
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
442.7
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
440.6
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
438.2
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
438.2
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
437.8
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
437.4
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
437.3
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
437.2
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
436.6
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
436.3
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
436.1
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
434.2
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
434.0
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
433.4
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
432.9
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
432.7
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
432.5
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
431.6
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
431.3
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
430.7
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
430.2
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
429.5
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
428.9
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
428.9
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
428.6
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
428.3
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
428.1
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
425.9
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
425.7
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
424.5
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
424.0
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
423.5
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
423.3
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
422.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
422.1
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
418.1
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
418.0
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
417.0
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
416.0
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
415.8
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
415.3
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
415.0
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
414.9
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
412.9
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
412.5
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
411.2
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
410.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
410.0
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
408.8
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
408.4
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
407.6
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
407.3
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
405.9
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
405.4
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
404.8
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
404.2
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
404.0
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
403.8
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
403.1
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
402.6
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
402.5
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
402.2
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
402.1
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
402.1
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
402.0
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
399.5
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
399.2
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
398.4
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
397.8
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
396.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
394.7
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
394.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
394.4
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
394.2
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
394.0
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
393.7
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
392.8
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
391.8
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
390.4
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
390.4
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
389.8
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
389.3
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
389.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
389.0
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
388.8
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
388.4
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
388.1
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
386.7
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
386.4
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
385.2
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
384.5
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
384.1
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
382.1
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
382.1
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
381.8
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
381.6
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
379.9
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
379.6
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
379.3
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
378.9
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
378.6
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
378.5
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
378.3
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
378.2
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
377.2
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
376.9
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
374.4
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
373.5
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
373.1
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
372.5
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
372.1
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
371.9
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
371.6
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
371.2
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
369.9
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
369.0
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
367.7
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
366.6
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
366.5
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
366.4
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
366.4
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
366.1
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
365.6
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
365.5
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
364.5
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
364.1
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
363.6
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
363.6
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
363.3
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
362.2
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
362.1
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
361.5
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
361.2
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
360.4
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
358.2
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
357.7
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
357.1
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
355.3
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
354.9
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
354.5
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
353.9
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
353.8
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
352.8
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
351.9
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
351.5
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
351.4
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
350.5
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
350.4
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
350.3
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
349.9
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
349.5
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
349.1
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
348.5
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
348.1
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
347.9
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
347.9
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
346.5
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
346.2
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
345.3
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
345.1
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
344.6
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
343.9
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
343.1
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
342.7
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
342.3
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
341.6
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
341.6
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
341.3
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
338.1
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
337.3
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
335.3
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
335.0
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
334.9
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
334.9
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
334.4
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
334.2
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
333.8
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
333.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
333.1
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
332.3
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
332.1
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
331.1
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
330.8
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
330.7
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
330.6
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
330.1
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
330.0
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
329.4
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
329.0
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
327.9
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
327.3
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
326.7
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
326.6
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
326.1
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
325.5
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
325.3
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
325.1
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
322.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
322.5
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
322.0
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
320.3
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
320.1
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
319.9
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
319.8
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
319.6
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
319.5
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
318.2
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
317.8
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
316.9
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
316.9
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
316.9
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
316.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
315.5
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
315.4
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
314.4
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
314.1
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
313.3
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
313.2
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
312.6
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
312.2
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
311.9
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
310.8
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
310.8
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
310.3
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
310.1
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
310.0
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
309.3
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
309.2
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
308.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
306.6
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
305.9
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
304.4
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
302.9
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
302.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
302.6
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
301.2
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
299.2
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
299.0
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
299.0
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
298.7
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
298.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
296.9
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
295.8
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
295.3
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
294.3
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
293.7
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
293.5
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
292.9
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
292.4
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
291.3
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
291.2
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
290.0
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
289.5
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
288.3
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
287.7
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
287.4
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
286.3
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
284.8
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
284.2
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
283.8
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
282.5
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
282.1
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
281.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
281.3
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
281.2
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
281.0
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
280.4
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
278.9
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
277.7
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
277.2
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
276.3
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
274.5
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
274.2
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
273.9
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
273.8
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
273.1
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
272.9
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
271.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
271.8
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
271.4
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
270.4
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
269.4
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
268.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
268.1
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
266.2
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
266.1
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
266.0
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
264.6
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
264.6
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
263.2
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
263.1
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
263.0
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
262.6
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
261.5
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
257.6
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
257.1
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
256.5
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
256.0
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
255.8
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
254.1
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
254.0
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
252.6
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
252.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
251.5
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
251.2
TCGA-AA-3977-01A
65 years, male, alive, 761 days
250.4
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
249.9
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
249.2
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
247.5
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
246.1
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
245.9
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
245.0
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
244.7
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
242.1
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
241.6
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
241.0
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
241.0
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
237.3
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
237.1
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
234.8
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
234.5
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
232.5
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
231.8
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
231.7
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
228.4
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
228.2
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
227.5
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
224.1
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
223.6
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
221.4
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
220.9
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
219.7
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
218.5
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
217.1
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
214.2
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
211.4
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
204.7
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
202.1
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
199.4
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
197.1
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
194.5
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
191.5
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
189.2
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
188.5
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
185.2
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
185.1
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
175.1
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
174.6
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
169.7
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
164.9
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
156.9
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
149.8
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
147.2
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
127.3
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
125.6
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
115.4
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
104.0
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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. This score is based on the staining intensity and fraction of stained cells.
The Human Protein Atlas project is funded
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