Expression of LGALS4 in colorectal cancer

RECTUM ADENOCARCINOMA (READ) - 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

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 554.39
Median expressionⁱ: N/A
Median follow up timeⁱ: N/A
P scoreⁱ N/A
5-year survival highⁱ N/A
5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average FPKM

447.0

Number of samples

159

Samples

Sample	Description	FPKM
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia, alive, 3932 days	1932.3
TCGA-AG-4007-01A	87 years, male, stage:iv, alive, 31 days	1210.5
TCGA-DC-4749-01A	57 years, male, white, stage:i, alive, 762 days	1001.7
TCGA-G5-6641-01A	67 years, male, white, stage:iiia, alive, 804 days	999.1
TCGA-CI-6624-01C	53 years, female, white, stage:i, alive, 1466 days	920.3
TCGA-AG-3909-01A	69 years, female, stage:iiib, alive, 608 days	877.4
TCGA-AG-3611-01A	72 years, male, stage:iia, alive, 424 days	873.9
TCGA-AG-3901-01A	67 years, female, stage:iiib, alive, 761 days	869.1
TCGA-DC-5337-01A	69 years, male, white, stage:i, alive, 792 days	860.6
TCGA-AG-3583-01A	66 years, male, stage:iv, dead, 610 days	856.1
TCGA-DC-6681-01A	70 years, female, white, stage:iva, alive, 790 days	839.5
TCGA-AG-A020-01A	57 years, female, stage:iii, alive, 31 days	839.3
TCGA-AG-A015-01A	64 years, female, stage:i, alive, 1096 days	839.1
TCGA-AG-A02X-01A	77 years, male, stage:i, alive, 1247 days	794.0
TCGA-AH-6547-01A	79 years, female, white, dead, 76 days	783.9
TCGA-AG-A008-01A	50 years, female, stage:i, alive, 424 days	768.0
TCGA-AG-3727-01A	78 years, female, stage:iii, alive, 30 days	763.7
TCGA-AG-3885-01A	71 years, female, stage:iiib, alive, 546 days	760.2
TCGA-AG-A02N-01A	67 years, male, stage:ii, alive, 1885 days	758.4
TCGA-EI-6506-01A	78 years, female, white, stage:iia, alive, 625 days	743.4
TCGA-AG-3896-01A	85 years, female, stage:i, alive, 31 days	739.3
TCGA-AF-6672-01A	43 years, male, white, stage:iv, alive, 748 days	723.7
TCGA-AG-3581-01A	63 years, male, stage:i, alive, 215 days	718.9
TCGA-AG-A025-01A	62 years, female, stage:i, alive, 1520 days	718.4
TCGA-CI-6622-01A	74 years, male, white, stage:iib, alive, 1362 days	709.7
TCGA-AG-3584-01A	60 years, male, stage:iv, dead, 730 days	697.0
TCGA-AG-3586-01A	72 years, female, stage:iii, alive, 31 days	693.1
TCGA-AG-3599-01A	70 years, male, stage:i, alive, 366 days	689.6
TCGA-AG-3593-01A	72 years, female, stage:iia, alive, 1035 days	675.5
TCGA-AG-3878-01A	64 years, male, stage:i, alive, 30 days	662.5
TCGA-AH-6544-01A	60 years, male, white, alive, 1173 days	627.8
TCGA-AG-3892-01A	57 years, female, stage:i, alive, 396 days	618.5
TCGA-AG-A00H-01A	75 years, male, stage:iia, alive, 790 days	618.5
TCGA-DC-6683-01A	43 years, male, white, stage:iiib, alive, 762 days	608.4
TCGA-AG-3726-01A	63 years, female, stage:i, alive, 243 days	604.9
TCGA-AG-A016-01A	55 years, male, stage:iv, alive, 276 days	601.8
TCGA-AF-2692-01A	54 years, female, white, stage:iia, alive, 412 days	599.4
TCGA-AG-3578-01A	76 years, female, stage:iia, alive, 974 days	590.2
TCGA-EI-6508-01A	48 years, female, white, stage:iiib, alive, 636 days	571.4
TCGA-AG-A01J-01A	59 years, female, stage:iia, alive, 31 days	570.9
TCGA-AG-3608-01A	79 years, female, stage:iia, alive, 485 days	570.2
TCGA-AG-3890-01A	62 years, male, stage:i, alive, 518 days	567.0
TCGA-AG-3893-01A	74 years, male, stage:iiib, alive, 1065 days	557.2
TCGA-AG-3594-01A	77 years, male, stage:iia, dead, 61 days	551.6
TCGA-AG-3881-01A	83 years, female, stage:iia, alive, 579 days	549.5
TCGA-AG-3883-01A	69 years, male, stage:i, alive, 31 days	544.2
TCGA-AG-A026-01A	66 years, male, stage:ii, dead, 59 days	525.6
TCGA-AG-A032-01A	68 years, male, stage:iiib, alive, 1157 days	524.1
TCGA-AG-3574-01A	89 years, female, stage:ii, dead, 1096 days	517.6
TCGA-AG-3732-01A	78 years, female, stage:i, alive, 1003 days	517.4
TCGA-AG-A00C-01A	49 years, female, stage:iiib, alive, 183 days	516.5
TCGA-EF-5831-01A	72 years, male, white, stage:iia, alive, 127 days	515.3
TCGA-G5-6235-01A	72 years, male, white, stage:iiib, alive, 1696 days	512.9
TCGA-EI-6510-01A	77 years, female, white, alive, 556 days	504.5
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva, dead, 1566 days	503.3
TCGA-AG-3600-01A	62 years, male, stage:iiic, alive, 184 days	500.2
TCGA-AF-6136-01A	72 years, female, white, stage:iiib, alive, 741 days	495.3
TCGA-AG-3609-01A	65 years, female, stage:iiic, alive, 608 days	489.4
TCGA-F5-6864-01A	74 years, female, white, stage:iiib, alive, 379 days	479.9
TCGA-AG-4001-01A	74 years, female, stage:iia, alive, 1096 days	478.6
TCGA-AG-A01N-01A	68 years, female, stage:iv, alive, 943 days	472.8
TCGA-AG-3894-01A	65 years, male, stage:iia, alive, 426 days	472.0
TCGA-F5-6811-01A	72 years, female, white, stage:iia, alive, 979 days	466.8
TCGA-AF-2693-01A	75 years, male, white, stage:i, alive, 1155 days	464.0
TCGA-EI-6512-01A	64 years, female, white, stage:iiib, alive, 538 days	451.6
TCGA-AG-3882-01A	66 years, female, stage:i, alive, 608 days	450.0
TCGA-AH-6903-01A	46 years, male, white, stage:iiib, alive, 592 days	441.6
TCGA-AG-3598-01A	69 years, male, stage:iia, alive, 1522 days	438.1
TCGA-AG-3725-01A	90 years, female, stage:iii, alive, 638 days	437.5
TCGA-AF-3400-01A	54 years, male, white, stage:iia, alive, 1049 days	436.0
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia, dead, 992 days	432.1
TCGA-G5-6233-01A	74 years, male, white, dead, 556 days	426.3
TCGA-AG-4008-01A	63 years, male, stage:iia, alive, 518 days	419.4
TCGA-AG-3591-01A	66 years, female, stage:iia, alive, 1035 days	416.4
TCGA-AG-3902-01A	61 years, male, stage:iia, alive, 974 days	414.7
TCGA-DC-6154-01A	57 years, female, white, stage:iva, alive, 365 days	412.6
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv, dead, 316 days	409.5
TCGA-AF-4110-01A	77 years, male, white, stage:iva, alive, 912 days	407.6
TCGA-DC-6682-01A	57 years, male, white, stage:iia, alive, 762 days	406.8
TCGA-CL-4957-01A	79 years, female, dead, 425 days	405.9
TCGA-F5-6861-01A	60 years, female, white, stage:iia, alive, 1160 days	397.6
TCGA-AG-3612-01A	55 years, female, stage:iiib, alive, 608 days	394.9
TCGA-AH-6897-01A	48 years, male, white, stage:i, alive, 804 days	392.7
TCGA-AH-6549-01A	66 years, male, white, alive, 532 days	390.6
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic, alive, 2007 days	381.2
TCGA-EF-5830-01A	54 years, male, white, stage:iib, alive, 106 days	379.4
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia, dead, 1258 days	370.7
TCGA-AG-A023-01A	62 years, female, stage:iv, dead, 1581 days	360.7
TCGA-EI-6509-01A	53 years, male, white, stage:iiic, alive, 517 days	357.3
TCGA-DC-4745-01A	49 years, female, white, stage:iiib, alive, 639 days	354.0
TCGA-AF-3911-01A	48 years, male, white, stage:iiic, alive, 1148 days	353.9
TCGA-AG-3728-01A	73 years, male, stage:iiib, alive, 912 days	352.0
TCGA-AG-A00Y-01A	68 years, male, stage:iia, alive, 700 days	351.4
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i, alive, 1581 days	347.7
TCGA-AG-4005-01A	64 years, male, stage:iv, alive, 427 days	342.2
TCGA-AG-3605-01A	85 years, female, stage:iv, alive, 30 days	342.0
TCGA-AF-2691-01A	48 years, female, white, stage:i, alive, 1309 days	336.7
TCGA-F5-6702-01A	71 years, male, white, stage:iva, alive, 869 days	324.8
TCGA-F5-6813-01A	70 years, male, white, stage:iiic, dead, 598 days	317.3
TCGA-AG-A02G-01A	66 years, male, stage:iv, dead, 1185 days	317.2
TCGA-DC-6160-01A	68 years, male, white, stage:i, alive, 1339 days	313.5
TCGA-F5-6863-01A	71 years, female, white, stage:iiib, dead, 361 days	308.0
TCGA-EI-6884-01A	71 years, male, white, stage:iiia, alive, 328 days	305.1
TCGA-DC-6155-01A	31 years, female, white, stage:iiia, alive, 425 days	303.7
TCGA-AG-3592-01A	68 years, male, stage:iia, alive, 1035 days	303.0
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic, dead, 734 days	301.4
TCGA-DT-5265-01A	51 years, male, asian, stage:ii, alive, 384 days	301.4
TCGA-BM-6198-01A	73 years, male, white, stage:iiib, alive, 646 days	300.6
TCGA-EI-6507-01A	60 years, male, white, stage:iia, alive, 607 days	296.9
TCGA-AG-3587-01A	65 years, male, stage:i, alive, 1400 days	292.3
TCGA-AF-5654-01A	73 years, female, white, stage:i, dead, 512 days	292.1
TCGA-AG-3580-01A	67 years, male, stage:i, alive, 244 days	291.7
TCGA-F5-6465-01A	64 years, female, white, stage:iia, alive, 1506 days	283.4
TCGA-EI-6882-01A	59 years, male, white, stage:iia, alive, 262 days	283.4
TCGA-EI-6514-01A	59 years, female, white, stage:iia, alive, 496 days	283.2
TCGA-AG-3887-01A	68 years, male, stage:iia, alive, 1124 days	280.3
TCGA-AG-3898-01A	61 years, male, stage:iia, alive, 1461 days	278.1
TCGA-AG-3582-01A	75 years, male, stage:iv, dead, 1096 days	277.8
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia, alive, 3846 days	274.5
TCGA-EI-6881-01A	60 years, male, white, stage:iiia, alive, 499 days	269.6
TCGA-G5-6572-01A	56 years, male, white, dead, 1432 days	267.2
TCGA-CI-6619-01B	41 years, male, white, stage:iv, alive, 184 days	266.8
TCGA-AG-3731-01A	65 years, male, stage:iv, alive, 1126 days	262.1
TCGA-AG-A011-01A	80 years, male, stage:iia, alive, 1126 days	260.4
TCGA-F5-6812-01A	67 years, male, white, stage:iia, alive, 1110 days	246.5
TCGA-AH-6643-01A	50 years, male, white, stage:iiic, dead, 1314 days	244.5
TCGA-AG-4022-01A	59 years, female, stage:ii, alive, 1400 days	241.1
TCGA-CI-6621-01A	63 years, male, white, stage:iiib, alive, 419 days	239.2
TCGA-F5-6814-01A	57 years, male, white, stage:iia, alive, 1131 days	238.3
TCGA-AG-A014-01A	86 years, male, stage:i, alive, 485 days	237.6
TCGA-EI-7004-01A	37 years, female, white, alive, 257 days	237.5
TCGA-EI-7002-01A	58 years, male, white, stage:iv, alive, 364 days	236.7
TCGA-AF-6655-01A	66 years, male, white, stage:iiia, alive, 609 days	236.0
TCGA-AG-4021-01A	84 years, female, stage:iv, dead, 121 days	233.0
TCGA-AG-A036-01A	71 years, male, stage:iii, alive, 3562 days	229.8
TCGA-EI-6513-01A	59 years, male, white, stage:iiib, alive, 497 days	223.5
TCGA-F5-6464-01A	77 years, female, white, stage:iiic, dead, 303 days	220.5
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia, alive, 360 days	219.5
TCGA-F5-6571-01A	62 years, female, white, stage:iia, alive, 1288 days	212.2
TCGA-AG-3999-01A	61 years, female, stage:iiic, alive, 853 days	211.8
TCGA-CL-5917-01A	71 years, female, white, stage:iiic, alive, 2376 days	208.6
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia, alive, 2635 days	206.2
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib, alive, 943 days	202.6
TCGA-AH-6644-01A	73 years, male, white, alive, 838 days	199.1
TCGA-CL-5918-01A	90 years, female, white, stage:iia, alive, 218 days	198.3
TCGA-CI-6620-01A	41 years, female, white, stage:iva, alive, 1009 days	195.6
TCGA-CI-6623-01B	44 years, male, white, stage:i, alive, 1443 days	195.6
TCGA-DC-6158-01A	70 years, male, white, stage:i, dead, 334 days	186.6
TCGA-EI-6511-01A	52 years, male, white, stage:iiib, alive, 482 days	165.8
TCGA-EI-6885-01A	57 years, female, white, stage:iv, alive, 415 days	161.0
TCGA-AG-3742-01A	85 years, female, stage:i, alive, 30 days	150.6
TCGA-EI-6917-01A	33 years, male, white, stage:iiia, alive, 531 days	136.2
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib, dead, 1741 days	135.1
TCGA-AF-2690-01A	77 years, female, white, stage:iiic, dead, 524 days	131.5
TCGA-DC-6156-01A	62 years, male, white, stage:iva, alive, 943 days	128.1
TCGA-AG-A002-01A	35 years, male, stage:i, alive, 638 days	115.1
TCGA-EI-6883-01A	63 years, male, white, stage:iic, alive, 350 days	89.9
TCGA-AF-2687-01A	57 years, male, white, stage:iiic, alive, 1427 days	56.6
TCGA-AG-3575-01A	51 years, male, stage:ii, alive, 365 days	22.7
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