Cantero-Cid R, Montalbán-Hernández KM, Guevara J, Pascual-Iglesias A, Pulido E, Casalvilla JC, Marcano C, Serrano CB, Valentín J, Bonel-Pérez GC, Avendaño-Ortiz J, Terrón V, Lozano-Rodríguez R, Martín-Quirós A, Marín E, Pena E, Guerra-Pastrián L, López-Collazo E, Aguirre LA. Intertwined leukocyte balances in tumours and peripheral blood as robust predictors of right and left colorectal cancer survival. World J Gastrointest Oncol 2022; 14(1): 295-318 [PMID: 35116118 DOI: 10.4251/wjgo.v14.i1.295]
Corresponding Author of This Article
Luis Augusto Aguirre, PhD, Senior Researcher, Tumor Immunology Laboratory, The Innate Immune Response Group, Hospital La Paz Institute for Health Research (IdiPAZ), Paseo de la Castellana, 261, Madrid 28046, Spain. luis.augusto.aguirre@idipaz.es
Research Domain of This Article
Oncology
Article-Type of This Article
Prospective Study
Open-Access Policy of This Article
This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
Table 2 Association of leukocytes counts and ratios with overall and recurrence-free survival
Index
Total patients
4-year OS
4-year RFS
n (%)
Spearman r
95%CI
P
Spearman r
95%CI
P
LMRb
Right
43 (66.2)
-0.3039
-0.5601 to 0.005346
0.0476
< 0.05
-0.1946
-0.4748 to 0.1214
0.211
NS
Left
22 (33.8)
0.1615
-0.2914 to 0.5553
0.4727
NS
-0.07447
-0.4912 to 0.3700
0.7419
NS
NLRb
Right
43 (66.2)
0.2262
-0.08868 to 0.5000
0.1446
NS
0.1062
-0.2094 to 0.4017
0.498
NS
Left
22 (33.8)
-0.06922
-0.4872 to 0.3746
0.7595
NS
0.1192
-0.3305 to 0.5247
0.5974
NS
PLRb
Right
43 (66.2)
0.2307
-0.08405 to 0.5035
0.1367
NS
0.06684
-0.2470 to 0.3680
0.6702
NS
Left
22 (33.8)
0.1615
-0.2914 to 0.5553
0.4727
NS
0.1192
-0.3305 to 0.5247
0.5974
NS
CD4t
Right
34 (63.0)
-0.05561
-0.3954 to 0.2976
0.7548
NS
0.05447
-0.2986 to 0.3944
0.7596
NS
Left
20 (37.0)
0.01892
-0.4387 to 0.4687
0.9369
NS
-0.0354
-0.4815 to 0.4253
0.8822
NS
CD4pt
Right
34 (63.0)
0.03708
-0.3144 to 0.3796
0.8351
NS
0.07371
-0.2809 to 0.4106
0.6787
NS
Left
20 (37.0)
-0.142
-0.5597 to 0.3334
0.5505
NS
0.3276
-0.1483 to 0.6803
0.1586
NS
CD8t
Right
34 (63.0)
-0.08526
-0.4202 to 0.2702
0.6316
NS
-0.2083
-0.1958 to 0.6531
0.2372
NS
Left
20 (37.0)
0.03784
-0.4233 to 0.4834
0.8741
NS
0.2832
-0.3863 to 0.3074
0.2263
NS
CD8pt
Right
34 (63.0)
-0.1186
-0.4476 to 0.2386
0.504
NS
-0.04486
-0.3863 to 0.3074
0.8011
NS
Left
20 (37.0)
0.3406
-0.1340 to 0.6881
0.1417
NS
0.3186
-0.1581 to 0.6749
0.171
NS
CD4CD8t
Right
34 (63.0)
-0.1372
-0.4626 to 0.2208
0.4392
NS
-0.1955
-0.5084 to 0.1630
0.268
NS
Left
20 (37.0)
0.03784
-0.4233 to 0.4834
0.8741
NS
0.2655
-0.2142 to 0.6420
0.2579
NS
CD4CD8pt
Right
34 (63.0)
-0.07044
-0.4079 to 0.2839
0.6922
NS
-0.009612
-0.3559 to 0.3389
0.957
NS
Left
20 (37.0)
0.3595
-0.1127 to 0.6993
0.1195
NS
0.4425
-0.01421 to 0.7464
0.0507
NS
CD14t
Right
34 (63.0)
0.1891
-0.1695 to 0.5034
0.2842
NS
0.2467
-0.1102 to 0.5472
0.1595
NS
Left
20 (37.0)
0.05677
-0.4076 to 0.4978
0.8121
NS
-0.1239
-0.5470 to 0.3496
0.6028
NS
CD14pt
Right
34 (63.0)
0.3003
-0.05262 to 0.5865
0.0844
NS
0.2596
-0.09658 to 0.5568
0.1382
NS
Left
20 (37.0)
0.5677
0.1533 to 0.8122
0.009
< 0.01
0.6018
0.2035 to 0.8292
0.005
< 0.01
LMRt
Right
34 (63.0)
-0.2929
-0.5812 to 0.06070
0.0927
NS
-0.4775
-0.7075 to -0.1559
0.0043
< 0.01
Left
20 (37.0)
0.07569
-0.3916 to 0.5119
0.7511
NS
0.4425
-0.01421 to 0.7464
0.0507
NS
LMRpt
Right
34 (63.0)
-0.4301
-0.6764 to -0.09719
0.0111
< 0.05
-0.3846
-0.6457 to -0.04285
0.0247
< 0.05
Left
20 (37.0)
0
-0.4538 to 0.4538
> 0.9999
NS
-0.0354
-0.4815 to 0.4253
0.8822
NS
CD4MRt
Right
34 (63.0)
-0.2781
-0.5704 to 0.07674
0.1113
NS
-0.3173
-0.5987 to 0.03388
0.0675
NS
Left
20 (37.0)
0.04736
-0.4154 to 0.4907
0.8428
NS
0.1949
-0.2841 to 0.5960
0.4102
NS
CD4MRpt
Right
34 (63.0)
-0.2781
-0.5704 to 0.07670
0.1112
NS
-0.2596
-0.5568 to 0.09650
0.1381
NS
Left
20 (37.0)
-0.473
-0.7631 to -0.02445
0.0352
NS
-0.0885
-0.5214 to 0.3806
0.7106
NS
CD8MRt
Right
34 (63.0)
-0.2039
-0.5149 to 0.1545
0.2474
NS
-0.4422
-0.6845 to -0.1120
0.0088
< 0.01
Left
20 (37.0)
0.1135
-0.3588 to 0.5396
0.6337
NS
0.4779
0.03071 to 0.7657
0.0331
< 0.05
CD8MRpt
Right
34 (63.0)
-0.3596
-0.6285 to -0.01393
0.0367
< 0.05
-0.2788
-0.5709 to 0.07601
0.1104
NS
Left
20 (37.0)
0.1893
-0.2894 to 0.5923
0.4241
NS
-0.03541
-0.4815 to 0.4253
0.8822
NS
LMRb/LMRt
Right
34 (63.0)
0.1075
-0.2492 to 0.4386
0.545
NS
0.3621
0.01678 to 0.6302
0.0353
< 0.05
Left
20 (37.0)
-0.05677
-0.4978 to 0.4076
0.8121
NS
-0.4248
-0.7366 to 0.03599
0.0619
NS
LMRb/LMRpt
Right
34 (63.0)
0.241
-0.1162 to 0.5430
0.1698
NS
0.2884
-0.06561 to 0.5779
0.0981
NS
Left
20 (37.0)
0.1325
-0.3420 to 0.5531
0.5778
NS
-0.0531
-0.4950 to 0.4106
0.8241
NS
LMRb/CD4MRt
Right
34 (63.0)
0.1372
-0.2208 to 0.4626
0.4392
NS
0.2467
-0.1101 to 0.5473
0.1595
NS
Left
20 (37.0)
-0.09461
-0.5259 to 0.3754
0.6915
NS
-0.177
-0.5839 to 0.3010
0.4554
NS
LMRb/CD4MRpt
Right
34 (63.0)
0.1446
-0.2136 to 0.4685
0.4146
NS
0.189
-0.1695 to 0.5034
0.2843
NS
Left
20 (37.0)
0.4541
0.0003499 to 0.7528
0.0443
< 0.05
0.1062
-0.3653 to 0.5343
0.6559
NS
LMRb/CD8MRt
Right
34 (63.0)
0.04078
-0.3111 to 0.3828
0.8189
NS
0.3364
-0.01245 to 0.6123
0.0517
NS
Left
20 (37.0)
-0.03784
-0.4834 to 0.4233
0.8741
NS
-0.4071
-0.7267 to 0.05735
0.0748
NS
LMRb/CD8MRpt
Right
34 (63.0)
0.1409
-0.2172 to 0.4655
0.4267
NS
0.1859
-0.1727 to 0.5009
0.2926
NS
Left
20 (37.0)
-0.1703
-0.5794 to 0.3073
0.4729
NS
-0.1416
-0.5595 to 0.3337
0.5515
NS
Table 3 Univariate and multivariate analyses for prognostic variables of overall survival after surgical interventions of right-sided colorectal cancer and left-sided colorectal cancer
Total patients
Univariate analysis
Multivariate analysis
n (%)
HR
95%CI
P
HR
95%CI
P
Variables
Low
High
Low
High
LMRb
Right
34 (63.0)
0.565
0.325
0.982
0.043
< 0.05
0.133
0.000
71.041
0.529
Left
20 (37.0)
1.141
0.867
1.502
0.346
1.141
0.867
1.502
0.346
NLRb
Right
34 (63.0)
1.416
1.019
1.967
0.038
< 0.05
1.416
1.019
1.967
0.038
< 0.05
Left
20 (37.0)
1.043
0.944
1.152
0.410
1.126
0.987
1.284
0.078
PLRb
Right
34 (63.0)
1.005
1.000
1.011
0.064
0.989
0.719
1.361
0.946
Left
20 (37.0)
1.001
0.999
1.004
0.292
0.997
0.937
1.060
0.912
CD4t
Right
34 (63.0)
0.923
0.638
1.334
0.670
Left
20 (37.0)
0.843
0.493
1.439
0.531
CD4pt
Right
34 (63.0)
0.959
0.817
1.124
0.604
Left
20 (37.0)
0.813
0.454
1.456
0.487
CD8t
Right
34 (63.0)
0.995
0.897
1.105
0.931
1.032
0.913
1.167
0.611
Left
20 (37.0)
0.954
0.860
1.057
0.364
CD8pt
Right
34 (63.0)
0.792
0.617
1.016
0.066
0.800
0.636
1.007
0.058
Left
20 (37.0)
1.018
0.957
1.083
0.570
1.033
0.962
1.110
0.372
CD4CD8t
Right
34 (63.0)
0.987
0.892
1.093
0.806
Left
20 (37.0)
0.937
0.833
1.054
0.277
CD4CD8pt
Right
34 (63.0)
0.891
0.761
1.043
0.150
1.073
0.821
1.401
0.606
Left
20 (37.0)
1.015
0.953
1.082
0.641
CD14t
Right
34 (63.0)
1.048
0.845
1.300
0.670
1.077
0.836
1.388
0.565
Left
20 (37.0)
0.979
0.703
1.362
0.898
CD14pt
Right
34 (63.0)
1.113
0.889
1.394
0.351
1.342
0.987
1.826
0.060
Left
20 (37.0)
1.053
0.723
1.533
0.788
0.700
0.381
1.286
0.250
LMRt
Right
34 (63.0)
0.635
0.365
1.103
0.107
Left
20 (37.0)
1.000
0.908
1.101
0.997
0.976
0.555
1.716
0.933
LMRpt
Right
34 (63.0)
0.416
0.194
0.889
0.024
< 0.05
Left
20 (37.0)
1.030
0.712
1.490
0.876
0.031
0.000
4.228
0.166
CD4MRt
Right
34 (63.0)
0.270
0.039
1.850
0.182
Left
20 (37.0)
0.759
0.146
3.954
0.743
CD4MRpt
Right
34 (63.0)
0.431
0.112
1.660
0.221
Left
20 (37.0)
0.135
0.004
4.148
0.252
CD8MRt
Right
34 (63.0)
0.712
0.364
1.394
0.321
Left
20 (37.0)
1.001
0.910
1.100
0.986
CD8MRpt
Right
34 (63.0)
0.223
0.057
0.872
0.031
< 0.05
0.024
0.001
0.430
0.011
< 0.05
Left
20 (37.0)
1.078
0.775
1.500
0.654
LMRb/LMRt
Right
34 (63.0)
0.957
0.603
1.519
0.853
Left
20 (37.0)
1.163
0.935
1.446
0.175
LMRb/LMRpt
Right
34 (63.0)
1.253
0.824
1.907
0.292
Left
20 (37.0)
1.196
0.845
1.695
0.313
LMRb/CD4MRt
Right
34 (63.0)
1.009
0.950
1.073
0.767
1.282
0.931
1.765
0.128
Left
20 (37.0)
1.027
0.961
1.099
0.428
LMRb/CD4MRpt
Right
34 (63.0)
1.028
0.926
1.142
0.600
1.291
0.447
3.728
0.636
Left
20 (37.0)
1.097
1.011
1.190
0.026
< 0.05
0.991
0.420
2.341
0.984
LMRb/CD8MRt
Right
34 (63.0)
0.973
0.747
1.269
0.842
Left
20 (37.0)
1.103
0.940
1.294
0.229
1.971
0.258
15.069
0.513
LMRb/CD8MRpt
Right
34 (63.0)
1.053
0.880
1.260
0.572
0.484
0.268
0.873
0.016
< 0.05
Left
20 (37.0)
1.026
0.834
1.262
0.812
0.952
0.009
96.530
0.983
Table 4 Univariate and multivariate analyses for prognostic variables of recurrence-free survival after surgical interventions of right-sided colorectal cancer and left-sided colorectal cancer
Total patients
Univariate analysis
Multivariate analysis
n (%)
HR
95%CI
P
HR
95%CI
P
Variables
Low
High
Low
High
LMRb
Right
34 (63.0)
0.865
0.593
1.262
0.453
Left
20 (37.0)
0.977
0.770
1.239
0.848
0.156
0.001
24.118
0.470
NLRb
Right
34 (63.0)
1.135
0.841
1.532
0.407
2.760
1.050
7.254
0.039
< 0.05
Left
20 (37.0)
1.094
1.094
1.180
0.020
< 0.05
1.156
1.038
1.288
0.009
< 0.01
PLRb
Right
34 (63.0)
1.001
0.996
1.007
0.596
0.978
0.958
0.999
0.037
< 0.05
Left
20 (37.0)
1.002
1.000
1.004
0.018
< 0.05
0.987
0.954
1.022
0.468
CD4t
Right
34 (63.0)
1.010
0.864
1.181
0.902
0.802
0.457
1.407
0.441
Left
20 (37.0)
0.981
0.617
1.559
0.934
CD4pt
Right
34 (63.0)
0.963
0.851
1.091
0.556
1.486
0.124
17.828
0.755
Left
20 (37.0)
1.120
0.795
1.577
0.516
CD8t
Right
34 (63.0)
0.962
0.872
1.062
0.446
1.821
0.451
7.347
0.400
Left
20 (37.0)
1.032
0.971
1.097
0.310
CD8pt
Right
34 (63.0)
0.906
0.780
1.053
0.199
1.117
0.848
1.472
0.431
Left
20 (37.0)
1.050
0.988
1.115
0.116
1.098
1.015
1.189
0.020
< 0.05
CD4CD8t
Right
34 (63.0)
0.972
0.893
1.058
0.515
Left
20 (37.0)
1.033
0.970
1.100
0.307
0.436
0.198
0.960
0.039
< 0.05
CD4CD8pt
Right
34 (63.0)
0.944
0.857
1.041
0.248
Left
20 (37.0)
1.052
0.992
1.117
0.093
0.008
0.000
1.071
0.053
CD14t
Right
34 (63.0)
1.123
0.949
1.329
0.178
1.467
1.048
2.054
0.026
< 0.05
Left
20 (37.0)
0.918
0.713
1.180
0.502
CD14pt
Right
34 (63.0)
1.075
0.891
1.297
0.449
1.790
0.592
5.406
0.302
Left
20 (37.0)
1.472
1.095
1.978
0.010
< 0.05
LMRt
Right
34 (63.0)
0.555
0.337
0.915
0.021
< 0.05
0.641
0.213
1.926
0.428
Left
20 (37.0)
1.084
0.999
1.176
0.052
0.165
0.003
9.203
0.380
LMRpt
Right
34 (63.0)
0.691
0.458
1.042
0.078
0.312
0.123
0.793
0.014
< 0.05
Left
20 (37.0)
1.066
0.688
1.653
0.775
CD4MRt
Right
34 (63.0)
0.588
0.220
1.572
0.290
0.876
0.382
2.010
0.756
Left
20 (37.0)
0.950
0.381
2.370
0.912
CD4MRpt
Right
34 (63.0)
0.734
0.327
1.648
0.454
7.229
0.515
101.544
0.142
Left
20 (37.0)
0.583
0.199
1.709
0.325
CD8MRt
Right
34 (63.0)
0.497
0.246
1.005
0.052
Left
20 (37.0)
1.083
0.999
1.174
0.052
1.123
1.020
1.238
0.019
< 0.05
CD8MRpt
Right
34 (63.0)
0.584
0.333
1.023
0.060
Left
20 (37.0)
1.191
0.815
1.741
0.365
0.293
0.026
3.345
0.323
LMRb/LMRt
Right
34 (63.0)
1.311
1.013
1.697
0.040
< 0.05
Left
20 (37.0)
0.958
0.730
1.258
0.760
LMRb/LMRpt
Right
34 (63.0)
1.248
0.887
1.756
0.203
0.404
0.169
0.969
0.042
< 0.05
Left
20 (37.0)
1.030
0.787
1.347
0.830
1.132
0.859
1.493
0.378
LMRb/CD4MRt
Right
34 (63.0)
1.012
0.965
1.060
0.632
1.056
0.973
1.146
0.192
Left
20 (37.0)
0.991
0.937
1.048
0.742
LMRb/CD4MRpt
Right
34 (63.0)
1.031
0.948
1.121
0.479
1.393
0.875
2.220
0.163
Left
20 (37.0)
1.023
0.969
1.079
0.412
0.925
0.847
1.011
0.087
LMRb/CD8MRt
Right
34 (63.0)
1.146
1.017
1.292
0.025
< 0.05
1.301
1.078
1.571
0.006
< 0.01
Left
20 (37.0)
0.941
0.775
1.143
0.542
1.036
0.591
1.816
0.903
LMRb/CD8MRpt
Right
34 (63.0)
1.022
0.894
1.169
0.746
1.390
0.304
6.350
0.671
Left
20 (37.0)
0.968
0.844
1.109
0.638
0.847
0.576
1.244
0.397
Citation: Cantero-Cid R, Montalbán-Hernández KM, Guevara J, Pascual-Iglesias A, Pulido E, Casalvilla JC, Marcano C, Serrano CB, Valentín J, Bonel-Pérez GC, Avendaño-Ortiz J, Terrón V, Lozano-Rodríguez R, Martín-Quirós A, Marín E, Pena E, Guerra-Pastrián L, López-Collazo E, Aguirre LA. Intertwined leukocyte balances in tumours and peripheral blood as robust predictors of right and left colorectal cancer survival. World J Gastrointest Oncol 2022; 14(1): 295-318