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STOMACH 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
765.5
Number of samples
354
Samples
Sample
Description
FPKM
TCGA-BR-4253-01A
80 years, female, white, stage:iiia, dead, 124 days
3510.5
TCGA-CG-5723-01A
83 years, male, stage:ii, alive, 3196 days
2543.0
TCGA-B7-A5TK-01A
51 years, male, white, stage:iiia, alive, 288 days
2524.0
TCGA-CG-4306-01A
90 years, male, stage:iv, dead, 31 days
2372.9
TCGA-BR-4279-01A
44 years, male, white, stage:ii, dead, 291 days
2265.8
TCGA-F1-A72C-01A
68 years, male, asian, stage:iia, alive, 346 days
2125.2
TCGA-D7-5577-01A
53 years, female, white, stage:iiia, dead, 782 days
2102.8
TCGA-BR-7958-01A
60 years, male, white, stage:iiib, alive, 899 days
2093.4
TCGA-HU-A4G2-01A
46 years, male, asian, stage:iib, alive, 739 days
1885.9
TCGA-D7-A748-01A
41 years, female, white, stage:iv, dead, 132 days
1821.3
TCGA-BR-4256-01A
80 years, male, white, dead, 284 days
1785.4
TCGA-BR-8366-01A
80 years, female, white, stage:iia, alive, 29 days
1751.7
TCGA-FP-A4BF-01A
68 years, male, white, stage:iiia, dead, 168 days
1726.3
TCGA-CG-4477-01A
58 years, female, stage:ib, alive, 942 days
1721.9
TCGA-R5-A7ZR-01A
70 years, female, black or african american, stage:iii, dead, 185 days
1715.9
TCGA-BR-A4PF-01A
72 years, male, white, stage:iiib, alive, 35 days
1701.6
TCGA-BR-8372-01A
63 years, male, white, stage:iiic, alive, 951 days
1609.5
TCGA-HU-A4GQ-01A
71 years, male, asian, stage:iiic, dead, 3 days
1608.1
TCGA-CG-5734-01A
68 years, male, stage:iiia, dead, 243 days
1591.6
TCGA-HU-A4H0-01A
72 years, male, asian, stage:iiic, alive, 64 days
1557.6
TCGA-SW-A7EA-01A
61 years, female, white, stage:ib, alive, 579 days
1524.3
TCGA-KB-A93J-01A
78 years, male, white, stage:ii, alive, 1124 days
1518.9
TCGA-BR-4191-01A
72 years, male, white, dead, 558 days
1502.4
TCGA-CD-5801-01A
male, asian, stage:iiia, dead, 401 days
1489.2
TCGA-D7-A6EZ-01A
66 years, male, white, stage:iiia, dead, 618 days
1464.7
TCGA-FP-7916-01A
78 years, male, asian, stage:iiic, dead, 428 days
1460.2
TCGA-CG-4437-01A
83 years, male, stage:ii, alive, 245 days
1454.2
TCGA-BR-6802-01A
65 years, male, white, stage:iiia, alive, 940 days
1400.9
TCGA-CD-8532-01A
52 years, male, asian, stage:ii, dead, 354 days
1396.2
TCGA-BR-8058-01A
53 years, female, white, stage:iiib, alive, 1133 days
1379.5
TCGA-IN-A6RS-01A
76 years, male, white, stage:ia, alive, 383 days
1376.8
TCGA-BR-4187-01A
56 years, male, white, dead, 141 days
1376.6
TCGA-BR-8676-01A
59 years, male, white, stage:iiib, alive, 229 days
1358.9
TCGA-RD-A7BW-01A
68 years, female, white, stage:ib, dead, 156 days
1357.4
TCGA-BR-8381-01A
51 years, male, white, stage:iib, alive, 224 days
1356.2
TCGA-D7-A4YX-01A
63 years, male, white, stage:iib, alive, 1108 days
1350.9
TCGA-B7-A5TN-01A
60 years, male, white, stage:iib, alive, 287 days
1331.3
TCGA-HU-A4G8-01A
71 years, female, asian, stage:iib, alive, 690 days
1313.8
TCGA-BR-A4J4-01A
39 years, male, asian, stage:iiib, alive, 16 days
1313.6
TCGA-BR-6707-01A
75 years, male, white, stage:iia, alive, 605 days
1291.4
TCGA-VQ-A8PF-01A
77 years, male, stage:iiib, dead, 76 days
1289.4
TCGA-VQ-A923-01A
90 years, male, white, stage:iiia, dead, 61 days
1286.3
TCGA-FP-7998-01A
77 years, male, white, stage:iiic, alive, 678 days
1282.5
TCGA-IN-A7NU-01A
69 years, male, white, stage:iiib, alive, 356 days
1279.0
TCGA-VQ-AA6G-01A
68 years, male, white, stage:iia, dead, 792 days
1278.3
TCGA-HU-A4HB-01A
68 years, male, asian, stage:iib, dead, 477 days
1263.2
TCGA-RD-A8MV-01A
56 years, male, white, stage:iiib, alive, 3720 days
1252.3
TCGA-CD-A489-01A
58 years, male, asian, stage:iia, dead, 344 days
1248.4
TCGA-BR-8081-01A
71 years, female, white, stage:iib, alive, 981 days
1228.6
TCGA-RD-A8N0-01A
53 years, female, white, stage:iiib, alive, 1236 days
1225.8
TCGA-HU-8608-01A
70 years, male, asian, stage:iiib, alive, 641 days
1223.3
TCGA-CG-4465-01A
69 years, female, stage:iv, dead, 274 days
1216.8
TCGA-ZQ-A9CR-01A
79 years, female, white, stage:iiic, dead, 24 days
1197.5
TCGA-BR-A4J7-01A
49 years, male, asian, stage:iib, alive, 989 days
1188.4
TCGA-D7-A4YU-01A
73 years, male, white, stage:iiib, alive, 500 days
1157.2
TCGA-BR-6563-01A
60 years, male, white, stage:iib, alive, 679 days
1133.2
TCGA-VQ-A8PQ-01A
50 years, female, white, stage:iv, dead, 476 days
1130.6
TCGA-CG-4438-01A
56 years, male, stage:iv, alive, 1645 days
1120.5
TCGA-KB-A93H-01A
79 years, female, asian, stage:iib, alive, 1145 days
1098.4
TCGA-HU-A4H4-01A
53 years, female, asian, stage:iib, alive, 725 days
1094.5
TCGA-CG-4436-01A
57 years, male, stage:ib, alive, 243 days
1090.5
TCGA-BR-8589-01A
56 years, male, white, stage:iiib, alive, 825 days
1085.0
TCGA-CG-4469-01A
70 years, male, stage:iv, dead, 215 days
1079.2
TCGA-CG-4301-01A
75 years, female, stage:iv, alive, 92 days
1070.6
TCGA-BR-8588-01A
55 years, female, white, stage:iib, alive, 389 days
1065.6
TCGA-BR-4201-01A
66 years, female, white, dead, 940 days
1048.9
TCGA-VQ-A8E3-01A
79 years, male, white, stage:iia, dead, 661 days
1048.6
TCGA-F1-A448-01A
70 years, male, white, stage:iiib, alive, 647 days
1043.0
TCGA-CG-5721-01A
58 years, male, stage:iv, alive, 183 days
1042.5
TCGA-RD-A7BS-01A
46 years, male, white, stage:iiia, dead, 336 days
1027.2
TCGA-R5-A7ZI-01A
44 years, female, white, stage:iv, alive, 2267 days
1027.0
TCGA-CG-5732-01A
66 years, male, stage:iv, dead, 2100 days
1024.9
TCGA-HU-8604-01A
82 years, female, asian, stage:iia, alive, 694 days
1018.8
TCGA-IN-AB1X-01A
78 years, female, white, stage:iia, alive, 411 days
1017.8
TCGA-VQ-A8P3-01A
72 years, male, white, stage:iiia, alive, 1132 days
1015.3
TCGA-VQ-A91E-01A
67 years, female, white, stage:iiib, alive, 664 days
1013.8
TCGA-VQ-A8DT-01A
43 years, male, stage:iiib, alive, 1484 days
1011.5
TCGA-CD-5803-01A
78 years, female, asian, stage:ii, dead, 341 days
1007.6
TCGA-FP-8099-01A
79 years, male, white, stage:iia, alive, 519 days
1001.0
TCGA-R5-A805-01A
71 years, male, white, stage:iiib, dead, 281 days
999.1
TCGA-CG-5722-01A
67 years, female, stage:iv, alive, 30 days
996.1
TCGA-HU-A4GY-01A
77 years, female, asian, stage:iiia, alive, 8 days
994.5
TCGA-BR-8060-01A
75 years, female, white, stage:iib, dead, 348 days
993.3
TCGA-BR-8686-01A
69 years, male, asian, stage:iiib, dead, 635 days
986.7
TCGA-IN-8663-01A
68 years, male, white, stage:iib, dead, 103 days
986.6
TCGA-HU-A4GX-01A
70 years, female, asian, stage:iiic, alive, 616 days
982.4
TCGA-BR-8284-01A
72 years, female, white, stage:iiic, dead, 245 days
977.2
TCGA-IN-A6RL-01A
84 years, male, white, dead, 406 days
976.0
TCGA-HU-A4GC-01A
74 years, male, asian, stage:iiib, alive, 99 days
974.1
TCGA-BR-8677-01A
74 years, female, white, stage:iiib, alive, 813 days
972.3
TCGA-RD-A7C1-01A
82 years, male, white, stage:ib, dead, 507 days
947.0
TCGA-D7-6525-01A
58 years, male, white, stage:iiia, dead, 406 days
946.3
TCGA-VQ-A8PO-01A
74 years, male, white, stage:iib, dead, 282 days
943.1
TCGA-D7-6522-01A
58 years, male, white, stage:ib, alive, 566 days
942.4
TCGA-BR-6852-01A
64 years, female, white, stage:iia, alive, 1367 days
935.3
TCGA-BR-4257-01A
79 years, female, white, dead, 294 days
928.6
TCGA-RD-A8N5-01A
78 years, male, white, stage:iiia, dead, 1747 days
922.7
TCGA-RD-A8MW-01A
72 years, male, white, stage:iiib, dead, 1153 days
921.3
TCGA-B7-5818-01A
62 years, male, white, stage:ib, alive, 356 days
921.2
TCGA-CG-4305-01A
69 years, male, stage:ii, alive, 485 days
920.4
TCGA-BR-A44T-01A
53 years, female, white, stage:iia, alive, 1038 days
913.2
TCGA-HU-A4GJ-01A
60 years, female, asian, stage:iiic, alive, 650 days
907.0
TCGA-BR-A4CS-01A
77 years, male, white, stage:iiic, dead, 45 days
889.1
TCGA-VQ-A8P8-01A
72 years, female, black or african american, stage:iib, alive, 942 days
887.5
TCGA-HU-8238-01A
56 years, male, asian, alive, 46 days
886.6
TCGA-VQ-A91K-01A
69 years, male, white, stage:iiia, alive, 1862 days
886.1
TCGA-HU-A4GT-01A
71 years, female, asian, stage:iia, alive, 198 days
884.6
TCGA-VQ-A8PM-01A
56 years, male, white, stage:iv, dead, 57 days
882.9
TCGA-BR-6453-01A
54 years, male, white, stage:iia, alive, 485 days
858.4
TCGA-BR-8361-01A
71 years, female, white, stage:iiic, alive, 946 days
857.0
TCGA-VQ-AA6J-01A
75 years, male, black or african american, stage:iiib, alive, 838 days
854.4
TCGA-BR-7716-01A
62 years, female, white, stage:iib, alive, 1210 days
851.6
TCGA-BR-8368-01A
84 years, female, white, stage:ib, alive, 131 days
847.2
TCGA-BR-8484-01A
61 years, male, white, stage:iiia, dead, 766 days
833.0
TCGA-D7-A4Z0-01A
60 years, female, white, stage:iib, alive, 449 days
830.9
TCGA-VQ-A91U-01A
78 years, male, asian, stage:iiia, dead, 52 days
827.8
TCGA-CG-5720-01A
71 years, male, stage:ib, dead, 30 days
825.8
TCGA-VQ-A927-01A
81 years, male, white, stage:iiib, dead, 200 days
823.7
TCGA-D7-6818-01A
53 years, male, white, stage:iiia, dead, 376 days
819.0
TCGA-BR-6709-01A
57 years, female, white, stage:iiib, dead, 370 days
817.3
TCGA-RD-A8N9-01A
63 years, female, asian, stage:ii, alive, 1083 days
814.8
TCGA-VQ-A8PC-01A
65 years, male, white, stage:iiia, dead, 1407 days
810.9
TCGA-D7-A6EY-01A
72 years, female, white, stage:iiib, dead, 348 days
805.8
TCGA-VQ-A91V-01A
58 years, male, stage:iiia, alive, 1297 days
788.6
TCGA-IN-A7NR-01A
64 years, female, white, stage:iv, alive, 198 days
788.0
TCGA-FP-8631-01A
68 years, male, white, stage:iiia, alive, 17 days
784.9
TCGA-BR-7196-01A
64 years, male, white, stage:iv, alive, 666 days
783.7
TCGA-VQ-A8PD-01A
69 years, male, white, stage:iiic, dead, 496 days
783.3
TCGA-BR-7901-01A
74 years, male, white, stage:iib, dead, 105 days
781.0
TCGA-BR-8486-01A
90 years, female, white, stage:ia, alive, 615 days
778.5
TCGA-BR-8683-01A
75 years, male, asian, stage:iiib, dead, 300 days
769.1
TCGA-CD-8531-01A
66 years, female, asian, stage:iiia, alive, 383 days
767.6
TCGA-IN-A6RI-01A
45 years, male, white, stage:i, alive, 559 days
766.5
TCGA-BR-8690-01A
54 years, female, white, stage:iiib, alive, 325 days
763.4
TCGA-F1-6874-01A
79 years, male, white, stage:ib, alive, 440 days
763.3
TCGA-CD-5799-01A
45 years, male, asian, stage:ii, alive, 396 days
762.1
TCGA-HU-A4H8-01A
77 years, male, asian, stage:ib, alive, 428 days
761.4
TCGA-D7-8574-01A
72 years, male, white, stage:iiia, alive, 523 days
761.3
TCGA-IN-7808-01A
59 years, male, white, dead, 105 days
757.9
TCGA-CG-5724-01A
59 years, male, stage:iv, dead, 366 days
757.8
TCGA-ZA-A8F6-01A
71 years, male, white, stage:ib, alive, 525 days
753.1
TCGA-BR-6455-01A
59 years, male, white, stage:iib, dead, 422 days
752.2
TCGA-HU-A4GH-01A
75 years, male, asian, stage:ia, alive, 358 days
751.1
TCGA-HU-A4H3-01A
56 years, female, asian, stage:iiic, alive, 882 days
750.2
TCGA-IN-A6RN-01A
72 years, female, white, stage:iia, alive, 594 days
749.8
TCGA-BR-4280-01A
78 years, female, white, stage:iii, dead, 201 days
748.8
TCGA-BR-6458-01A
57 years, female, white, stage:iib, dead, 588 days
738.9
TCGA-D7-8570-01A
44 years, male, white, stage:iiib, alive, 752 days
738.3
TCGA-VQ-A8P5-01A
67 years, male, white, stage:iia, dead, 235 days
734.0
TCGA-BR-A4J5-01A
56 years, male, asian, stage:iiia, alive, 862 days
732.8
TCGA-R5-A7ZF-01A
65 years, female, black or african american, stage:iv, dead, 259 days
728.5
TCGA-HU-8602-01A
58 years, female, asian, stage:iib, alive, 679 days
724.3
TCGA-VQ-A924-01A
69 years, male, stage:ii, dead, 1686 days
722.6
TCGA-HU-A4H6-01A
72 years, female, asian, stage:iiia, alive, 644 days
717.9
TCGA-D7-6524-01A
53 years, male, white, stage:ii, alive, 543 days
716.5
TCGA-VQ-A91Y-01A
67 years, male, white, stage:iiic, dead, 296 days
716.2
TCGA-D7-A6F2-01A
62 years, male, white, stage:ib, alive, 476 days
713.2
TCGA-BR-8077-01A
58 years, female, white, stage:iiib, alive, 21 days
708.0
TCGA-FP-8210-01A
48 years, male, asian, stage:iiia, dead, 153 days
705.2
TCGA-BR-A4J6-01A
69 years, female, white, stage:iia, alive, 20 days
703.9
TCGA-CD-8534-01A
41 years, male, asian, stage:ii, alive, 367 days
702.4
TCGA-VQ-A91Q-01A
61 years, male, stage:iv, dead, 633 days
701.5
TCGA-CD-5813-01A
60 years, male, asian, stage:ii, dead, 377 days
700.1
TCGA-VQ-AA69-01A
35 years, male, white, stage:iiia, alive, 864 days
699.9
TCGA-BR-8296-01A
58 years, female, white, stage:iiic, dead, 474 days
697.9
TCGA-HU-A4G3-01A
54 years, male, asian, stage:iib, alive, 170 days
694.9
TCGA-D7-A747-01A
57 years, male, white, stage:iib, dead, 255 days
690.4
TCGA-IN-A6RR-01A
84 years, male, white, dead, 205 days
687.3
TCGA-HU-A4G9-01A
67 years, female, asian, stage:ia, alive, 736 days
686.7
TCGA-BR-8291-01A
61 years, male, white, stage:iib, dead, 607 days
686.4
TCGA-BR-6564-01A
46 years, female, white, stage:iiia, dead, 794 days
684.9
TCGA-KB-A6F7-01A
54 years, female, stage:ib, alive, 1935 days
684.6
TCGA-CG-4444-01A
76 years, male, stage:iiia, alive, 1431 days
681.5
TCGA-MX-A5UJ-01A
86 years, female, white, stage:iiia, alive, 600 days
681.2
TCGA-MX-A5UG-01A
78 years, male, asian, stage:iiia, dead, 113 days
669.8
TCGA-FP-A9TM-01A
77 years, male, white, alive, 189 days
667.8
TCGA-BR-8364-01A
42 years, female, white, stage:iiic, alive, 675 days
667.0
TCGA-HF-7132-01A
male, stage:ii, alive, 2351 days
661.7
TCGA-VQ-A8E2-01A
57 years, male, asian, stage:iiib, alive, 1319 days
659.3
TCGA-CD-8524-01A
61 years, female, asian, stage:ii, alive, 388 days
658.8
TCGA-VQ-AA6F-01A
58 years, male, white, stage:iib, alive, 1646 days
657.7
TCGA-CD-8527-01A
72 years, female, asian, stage:ii, dead, 218 days
655.9
TCGA-D7-6520-01A
53 years, male, white, stage:iiia, alive, 573 days
655.8
TCGA-BR-8080-01A
72 years, female, white, stage:iiic, dead, 292 days
649.8
TCGA-BR-6710-01A
41 years, male, white, stage:ib, alive, 273 days
648.5
TCGA-VQ-A8DZ-01A
70 years, male, black or african american, stage:iv, dead, 396 days
647.7
TCGA-BR-A4J8-01A
71 years, female, white, stage:iiib, alive, 411 days
646.0
TCGA-VQ-AA68-01A
52 years, female, white, stage:iiic, alive, 1328 days
640.4
TCGA-HU-8610-01A
75 years, male, asian, stage:ia, alive, 23 days
639.9
TCGA-BR-7704-01A
69 years, female, white, stage:ii, alive, 1072 days
639.0
TCGA-VQ-AA6K-01A
60 years, male, white, stage:iiic, dead, 378 days
638.8
TCGA-BR-8365-01A
70 years, female, white, stage:iia, dead, 533 days
638.6
TCGA-FP-8211-01A
62 years, male, white, stage:iib, alive, 413 days
630.6
TCGA-HF-7133-01A
female, stage:iv, alive, 1918 days
629.7
TCGA-RD-A7BT-01A
66 years, male, native hawaiian or other pacific islander, stage:iv, dead, 262 days
628.0
TCGA-VQ-A8PX-01A
51 years, male, stage:ia, alive, 1964 days
622.4
TCGA-FP-A8CX-01A
60 years, male, white, stage:iiic, alive, 7 days
619.5
TCGA-BR-6456-01A
74 years, female, white, stage:iib, dead, 526 days
619.4
TCGA-HU-A4GF-01A
69 years, male, asian, stage:iia, alive, 785 days
616.3
TCGA-CG-4440-01A
68 years, female, stage:iv, dead, 122 days
613.2
TCGA-D7-5578-01A
80 years, male, white, stage:iiia, alive, 385 days
610.5
TCGA-IP-7968-01A
74 years, male, white, stage:iiib, alive, 77 days
610.2
TCGA-CG-5719-01A
54 years, female, stage:iv, alive, 31 days
609.3
TCGA-CD-5804-01A
90 years, male, asian, alive, 368 days
607.0
TCGA-BR-7197-01A
69 years, male, white, stage:ii, alive, 280 days
600.5
TCGA-CD-A486-01A
68 years, male, asian, stage:iia, dead, 192 days
598.7
TCGA-CD-A48C-01A
80 years, female, asian, stage:iib, dead, 353 days
595.8
TCGA-CG-4475-01A
76 years, male, stage:iib, alive, 699 days
594.8
TCGA-BR-7959-01A
59 years, male, white, stage:iiia, alive, 1010 days
592.2
TCGA-HU-8249-01A
76 years, male, asian, stage:iiia, alive, 881 days
585.5
TCGA-BR-8382-01A
67 years, female, white, stage:iiic, dead, 762 days
585.0
TCGA-BR-7722-01A
62 years, male, white, stage:iib, dead, 466 days
582.1
TCGA-R5-A7O7-01A
52 years, male, white, stage:iv, alive, 1389 days
580.8
TCGA-BR-A44U-01A
70 years, male, white, stage:iiib, dead, 422 days
577.2
TCGA-VQ-A91N-01A
59 years, female, stage:iv, dead, 570 days
576.0
TCGA-VQ-A925-01A
66 years, male, white, stage:iiia, dead, 138 days
575.4
TCGA-HJ-7597-01A
71 years, female, white, stage:ib, dead, 805 days
574.3
TCGA-CD-A48A-01A
57 years, male, asian, stage:iia, alive, 378 days
568.5
TCGA-CD-8529-01A
65 years, male, asian, stage:iv, alive, 374 days
566.7
TCGA-SW-A7EB-01A
45 years, male, white, stage:iiia, alive, 176 days
565.5
TCGA-BR-8297-01A
58 years, male, white, stage:iiic, alive, 225 days
561.7
TCGA-D7-8573-01A
57 years, male, white, stage:iia, alive, 593 days
559.3
TCGA-B7-A5TI-01A
52 years, male, white, stage:iiic, alive, 595 days
555.5
TCGA-CD-A4MH-01A
86 years, female, asian, stage:iia, alive, 371 days
550.4
TCGA-VQ-A8DU-01A
63 years, male, white, stage:iiia, dead, 166 days
549.8
TCGA-HF-A5NB-01A
75 years, female, stage:iiic, alive, 928 days
547.8
TCGA-D7-6521-01A
65 years, male, white, alive, 564 days
545.1
TCGA-BR-6803-01A
54 years, female, white, stage:iia, alive, 949 days
544.7
TCGA-CG-4466-01A
81 years, female, stage:ib, alive, 577 days
541.8
TCGA-BR-8590-01A
62 years, male, white, stage:iiic, dead, 284 days
538.2
TCGA-VQ-A94P-01A
57 years, male, white, dead, 81 days
537.8
TCGA-VQ-A91A-01A
67 years, male, white, stage:iiib, alive, 1200 days
535.6
TCGA-CG-5725-01A
72 years, male, stage:ib, dead, 457 days
533.2
TCGA-RD-A8N6-01A
78 years, female, white, stage:iiia, dead, 272 days
529.5
TCGA-HF-7134-01A
male, stage:ia, alive, 1588 days
529.1
TCGA-CD-5798-01A
83 years, male, asian, stage:ii, alive, 408 days
528.9
TCGA-RD-A8N4-01A
58 years, female, white, stage:iiia, alive, 2171 days
525.5
TCGA-BR-6452-01A
78 years, female, white, stage:iia, alive, 1055 days
521.7
TCGA-IN-AB1V-01A
63 years, male, white, stage:ia, alive, 479 days
519.4
TCGA-FP-7735-01A
77 years, male, black or african american, stage:ib, dead, 106 days
518.1
TCGA-CG-4441-01A
83 years, male, stage:iiia, dead, 426 days
517.4
TCGA-D7-8578-01A
72 years, male, white, stage:ib, alive, 643 days
516.3
TCGA-BR-6565-01A
67 years, male, white, stage:iib, dead, 279 days
511.5
TCGA-CD-8525-01A
82 years, female, asian, stage:iiia, alive, 383 days
508.0
TCGA-BR-7851-01A
74 years, male, white, stage:iib, dead, 574 days
506.2
TCGA-D7-6815-01A
70 years, female, white, stage:iib, alive, 486 days
504.6
TCGA-BR-8687-01A
67 years, female, white, stage:iiic, dead, 250 days
500.6
TCGA-BR-6457-01A
69 years, male, white, stage:iia, alive, 416 days
500.2
TCGA-VQ-A8PE-01A
78 years, male, white, stage:iiib, dead, 675 days
498.4
TCGA-VQ-A8E0-01A
68 years, male, black or african american, stage:iiia, dead, 562 days
493.7
TCGA-RD-A8N1-01A
70 years, male, white, stage:iiib, alive, 3519 days
492.1
TCGA-IN-A6RJ-01A
64 years, male, white, stage:ia, alive, 379 days
491.2
TCGA-D7-A74A-01A
61 years, female, white, stage:iiia, alive, 607 days
489.5
TCGA-BR-8485-01A
68 years, female, white, stage:iiic, alive, 280 days
489.4
TCGA-D7-6519-01A
64 years, female, white, alive, 625 days
479.9
TCGA-CG-5717-01A
58 years, male, stage:ii, dead, 212 days
476.7
TCGA-HU-A4GU-01A
74 years, male, asian, stage:iib, alive, 200 days
471.0
TCGA-IN-8462-01A
80 years, male, white, stage:iib, alive, 572 days
469.4
TCGA-CD-A487-01A
51 years, male, asian, stage:iib, alive, 374 days
468.0
TCGA-D7-8576-01A
54 years, female, white, stage:iiib, dead, 446 days
467.8
TCGA-D7-6822-01A
77 years, male, white, stage:ib, alive, 375 days
465.5
TCGA-CG-5726-01A
73 years, male, stage:ia, dead, 881 days
464.9
TCGA-VQ-AA64-01A
68 years, male, white, stage:iiib, dead, 560 days
463.7
TCGA-CG-5718-01A
78 years, female, stage:ii, dead, 1095 days
461.1
TCGA-D7-A6F0-01A
79 years, female, white, stage:ib, alive, 678 days
456.8
TCGA-CG-4460-01A
66 years, female, stage:iv, dead, 669 days
454.9
TCGA-VQ-A8PJ-01A
53 years, male, stage:iv, dead, 82 days
452.4
TCGA-VQ-AA6A-01A
56 years, male, white, stage:iiic, alive, 1184 days
450.7
TCGA-IN-A7NT-01A
73 years, female, white, stage:iib, alive, 323 days
444.4
TCGA-CG-4443-01A
68 years, male, stage:ia, alive, 912 days
443.6
TCGA-CD-8535-01A
59 years, male, asian, stage:iiia, alive, 390 days
440.7
TCGA-FP-8209-01A
49 years, male, white, stage:ib, dead, 1811 days
440.2
TCGA-BR-8487-01A
64 years, female, white, stage:iia, alive, 34 days
438.5
TCGA-VQ-A928-01A
49 years, male, white, stage:iv, dead, 174 days
437.2
TCGA-BR-8286-01A
49 years, male, white, stage:ii, alive, 895 days
435.9
TCGA-BR-6566-01A
64 years, female, white, stage:iia, alive, 997 days
435.5
TCGA-D7-8575-01A
75 years, male, white, stage:iiia, dead, 554 days
434.9
TCGA-VQ-A8E7-01B
59 years, male, white, stage:iv, alive, 1138 days
433.9
TCGA-BR-7957-01A
50 years, female, white, stage:iv, dead, 276 days
432.8
TCGA-B7-A5TJ-01A
74 years, male, white, stage:iib, alive, 335 days
432.6
TCGA-CD-5800-01A
female, asian, stage:ii, alive, 400 days
432.3
TCGA-BR-7717-01A
63 years, male, white, stage:iv, dead, 552 days
428.1
TCGA-VQ-A94R-01A
63 years, male, white, dead, 1294 days
426.2
TCGA-VQ-A8PP-01A
76 years, male, stage:iv, dead, 712 days
424.8
TCGA-BR-6705-01A
68 years, female, white, stage:iiib, dead, 779 days
418.5
TCGA-CD-8530-01A
52 years, male, asian, stage:ii, alive, 377 days
416.6
TCGA-KB-A93G-01A
68 years, male, white, stage:ib, alive, 613 days
416.2
TCGA-BR-8384-01A
69 years, male, white, stage:iiic, alive, 113 days
415.6
TCGA-VQ-A94U-01A
71 years, male, white, stage:iib, alive, 819 days
414.3
TCGA-RD-A8NB-01A
80 years, female, white, stage:iiia, dead, 513 days
412.9
TCGA-HU-A4H5-01A
71 years, male, asian, stage:ib, alive, 724 days
406.4
TCGA-BR-A4J9-01A
55 years, male, white, stage:iia, alive, 14 days
403.6
TCGA-VQ-A8PU-01A
72 years, female, white, stage:iiia, dead, 832 days
401.5
TCGA-BR-4267-01A
51 years, male, white, stage:ib, dead, 188 days
398.4
TCGA-CD-8528-01A
43 years, female, asian, stage:iiia, alive, 375 days
396.8
TCGA-BR-8371-01A
62 years, male, white, stage:iiib, dead, 359 days
396.3
TCGA-BR-8592-01A
63 years, female, white, stage:iiib, dead, 191 days
392.3
TCGA-BR-8682-01A
52 years, male, asian, stage:iib, alive, 991 days
391.3
TCGA-VQ-A8PH-01A
62 years, male, white, stage:iiib, dead, 389 days
382.7
TCGA-D7-8572-01A
57 years, male, white, stage:iib, alive, 511 days
382.4
TCGA-HU-8244-01A
77 years, female, asian, stage:ia, alive, 742 days
380.0
TCGA-HU-A4H2-01A
58 years, female, asian, stage:iiib, alive, 394 days
378.4
TCGA-D7-A6EV-01A
71 years, female, white, stage:iib, alive, 342 days
378.0
TCGA-BR-8678-01A
76 years, male, white, stage:ib, alive, 754 days
377.7
TCGA-BR-7715-01A
65 years, male, white, stage:iia, alive, 1023 days
374.6
TCGA-BR-6801-01A
70 years, male, white, stage:iia, alive, 1223 days
374.3
TCGA-HU-A4GP-01A
62 years, female, asian, stage:iia, alive, 273 days
373.5
TCGA-VQ-A91S-01A
63 years, male, black or african american, stage:iiib, alive, 1000 days
368.4
TCGA-VQ-AA6D-01A
52 years, female, stage:iiia, alive, 521 days
368.1
TCGA-RD-A8N2-01A
59 years, female, white, stage:ib, alive, 3540 days
365.0
TCGA-D7-8579-01A
66 years, female, white, stage:iib, alive, 636 days
364.0
TCGA-R5-A7ZE-01B
66 years, female, white, stage:iiia, dead, 554 days
358.7
TCGA-IN-7806-01A
50 years, male, white, stage:iib, alive, 1106 days
351.7
TCGA-VQ-A94T-01A
73 years, male, stage:iiib, dead, 342 days
346.4
TCGA-BR-A4IV-01A
47 years, male, asian, stage:iiib, dead, 869 days
343.8
TCGA-CD-A4MG-01A
76 years, male, asian, stage:iia, dead, 200 days
340.4
TCGA-FP-7829-01A
69 years, male, white, stage:iib, alive, 594 days
337.8
TCGA-BR-8367-01A
56 years, male, white, stage:iiib, dead, 801 days
336.0
TCGA-D7-6528-01A
70 years, female, white, stage:ib, alive, 463 days
332.8
TCGA-CD-8526-01A
73 years, female, asian, stage:iiia, alive, 381 days
332.0
TCGA-BR-8483-01A
59 years, male, white, stage:iiia, alive, 164 days
331.3
TCGA-BR-8591-01A
79 years, male, white, stage:iiic, alive, 856 days
330.0
TCGA-BR-8059-01A
72 years, male, white, stage:iii, dead, 439 days
328.0
TCGA-3M-AB46-01A
male, white, stage:ib, alive, 1765 days
320.0
TCGA-VQ-A8P2-01A
68 years, male, white, stage:iiia, alive, 1160 days
319.5
TCGA-VQ-A94O-01A
74 years, male, black or african american, stage:iiic, dead, 640 days
295.7
TCGA-MX-A663-01A
66 years, male, white, stage:iia, dead, 300 days
294.9
TCGA-D7-6526-01A
67 years, female, white, stage:iiia, alive, 523 days
291.1
TCGA-BR-8380-01A
55 years, male, white, stage:iiic, dead, 21 days
290.3
TCGA-HU-A4GD-01A
56 years, male, asian, stage:iib, alive, 692 days
277.8
TCGA-BR-8369-01A
76 years, female, white, stage:iiib, alive, 427 days
277.8
TCGA-EQ-8122-01A
72 years, female, white, stage:iib, dead, 243 days
277.2
TCGA-VQ-A91D-01A
70 years, male, white, stage:iiic, dead, 356 days
276.9
TCGA-BR-8373-01A
65 years, female, white, stage:iiia, alive, 450 days
275.9
TCGA-HU-A4HD-01A
73 years, male, asian, stage:iiia, alive, 1016 days
273.5
TCGA-D7-6527-01A
62 years, male, white, stage:ii, dead, 312 days
271.0
TCGA-F1-6875-01A
80 years, male, black or african american, stage:ia, dead, 2197 days
263.5
TCGA-VQ-A8PB-01A
65 years, female, white, stage:ii, dead, 1043 days
262.9
TCGA-MX-A666-01A
61 years, male, white, stage:iia, alive, 427 days
259.7
TCGA-VQ-A8DV-01A
48 years, male, white, stage:ib, dead, 403 days
254.1
TCGA-D7-A6EX-01A
72 years, female, white, stage:iiia, alive, 86 days
254.1
TCGA-VQ-A91X-01A
74 years, male, white, stage:iiib, dead, 289 days
250.2
TCGA-BR-7723-01A
59 years, male, white, stage:iiib, dead, 874 days
245.9
TCGA-BR-8289-01A
57 years, male, white, stage:iv, dead, 81 days
241.9
TCGA-VQ-A92D-01A
67 years, male, white, stage:ib, alive, 2032 days
241.3
TCGA-VQ-A922-01A
70 years, male, stage:iv, dead, 275 days
219.5
TCGA-CD-8533-01A
48 years, male, asian, stage:ii, alive, 468 days
218.8
TCGA-BR-7707-01A
69 years, female, white, stage:ib, alive, 1090 days
181.8
TCGA-VQ-A8PK-01A
58 years, male, white, stage:iiib, dead, 543 days
172.7
TCGA-BR-8680-01A
45 years, male, asian, stage:iv, alive, 972 days
165.2
TCGA-VQ-A91Z-01A
67 years, female, white, stage:iiia, alive, 1690 days
157.4
TCGA-F1-6177-01A
90 years, male, black or african american, stage:i, dead, 200 days
145.5
TCGA-BR-A4QL-01A
75 years, female, white, stage:iiib, dead, 491 days
135.9
TCGA-BR-8295-01A
60 years, female, white, stage:iib, dead, 67 days
106.8
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STOMACH 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.