| Literature DB >> 27584663 |
Jörg Kleeff1,2, Eithne Costello1,2, Richard Jackson1,2, Chris Halloran1,2, William Greenhalf1,2, Paula Ghaneh1,2, Richard F Lamb1,2, Markus M Lerch3, Julia Mayerle3, Daniel Palmer1,2, Trevor Cox1,2, Charlotte L Rawcliffe1,2, Oliver Strobel4, Markus W Büchler4, John P Neoptolemos1,2.
Abstract
BACKGROUND: Diabetes mellitus is frequently observed in pancreatic cancer patients and is both a risk factor and an early manifestation of the disease.Entities:
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Year: 2016 PMID: 27584663 PMCID: PMC5046218 DOI: 10.1038/bjc.2016.277
Source DB: PubMed Journal: Br J Cancer ISSN: 0007-0920 Impact factor: 7.640
Baseline characteristics and univariate analysis
| Total | All | 848 (77%) | 257 (23%) | 1105 | 111 | 144 | ||
| Trial | ESPAC-1 trials | 139 (85%) | 25 (15%) | 164 | 12 (52%) | 11 (48%) | ||
| ESPAC-3 trial | 709 (75%) | 232 (25%) | 0.011 | 99 (43%) | 133 (57%) | 0.512 | ||
| Gender | Female | 387 (80%) | 94 (20%) | 481 | 40 (43%) | 54 (57%) | ||
| Male | 461 (74%) | 163 (26%) | 624 | 0.013 | 71 (44%) | 90 (56%) | 0.913 | |
| Weight, kg | Median (IQR) | 66 (58, 75) | 72 (62, 80) | 68 (58, 76) | <0.001 | 72 (64, 80) | 72 (60, 80) | 0.583 |
| Age, years | Median (IQR) | 63 (56, 69) | 65 (57, 71) | 63 (56, 70) | 0.04 | 67 (59, 71) | 63 (57, 70) | 0.015 |
| Smoking status | Never | 326 (79%) | 88 (21%) | 414 | 43 (49%) | 44 (51%) | ||
| Past | 327 (74%) | 113 (26%) | 440 | 46 (41%) | 66 (59%) | |||
| Present | 145 (76%) | 47 (24%) | 192 | 0.303 | 20 (43%) | 27 (57%) | 0.483 | |
| WHO performance status | 0 | 286 (76%) | 90 (24%) | 376 | 39 (43%) | 51 (57%) | ||
| 1 | 419 (77%) | 127 (23%) | 546 | 55 (43%) | 72 (57%) | |||
| 2 | 92 (75%) | 31 (25%) | 123 | 0.895 | 12 (39%) | 19 (61%) | 0.889 | |
| Resection margin status | Negative | 571 (78%) | 165 (22%) | 736 | 74 (45%) | 90 (55%) | ||
| Positive | 277 (75%) | 92 (25%) | 369 | 0.391 | 37 (41%) | 54 (59%) | 0.578 | |
| Tumour stage | 1 | 64 (68%) | 30 (32%) | 94 | 13 (43%) | 17 (57%) | ||
| 2 | 187 (72%) | 71 (28%) | 258 | 32 (45%) | 39 (55%) | |||
| 3 | 425 (79%) | 114 (21%) | 539 | 46 (40%) | 68 (60%) | |||
| 4 | 22 (63%) | 13 (37%) | 35 | 0.016 | 6 (46%) | 7 (54%) | 0.922 | |
| Lymph node involvement | Negative | 258 (74%) | 91 (26%) | 349 | 42 (46%) | 49 (54%) | ||
| Positive | 588 (78%) | 164 (22%) | 752 | 0.138 | 69 (43%) | 93 (57%) | 0.678 | |
| Local invasion at surgery | No | 504 (77%) | 149 (23%) | 653 | 64 (43%) | 84 (57%) | ||
| Yes | 330 (76%) | 105 (24%) | 435 | 0.666 | 47 (45%) | 58 (55%) | 0.911 | |
| Maximum tumour size | Mean (s.d.) | 29.67 (14.53) | 33.59 (20.64) | 30.59 (16.25) | 0.026 | 302.68 (15.24) | 34.32 (24.10) | 0.507 |
| Tumour differentiation | Moderate | 517 (78%) | 147 (22%) | 664 | 60 (41%) | 87 (59%) | ||
| Poor | 202 (76%) | 64 (24%) | 266 | 29 (46%) | 34 (54%) | |||
| Well | 118 (74%) | 42 (26%) | 160 | 0.505 | 21 (50%) | 21 (50%) | 0.519 | |
| Concurrent medical condition | No | 474 (84%) | 89 (16%) | 563 (53%) | 43 (48%) | 46 (52%) | ||
| Yes | 341 (68%) | 159 (32%) | 500 (47%) | <0.001 | 63 (37%) | 96 (63%) | 0.233 | |
| Operation | Distal panc. | 62 (73%) | 23 (27%) | 85 | 14 (61%) | 9 (39%) | ||
| Pyl. Pres. | 267 (78%) | 74 (22%) | 341 | 32 (44%) | 41 (56%) | |||
| Total pancreatectomy | 11 (26%) | 31 (74%) | 42 | 5 (16%) | 26 (84%) | |||
| Whipple's | 503 (80%) | 129 (20%) | 632 | <0.001 | 60 (47%) | 68 (53%) | 0.005 | |
| Post-operative Complications | No | 635 (77%) | 194 (23%) | 829 | 86 (45%) | 106 (55%) | ||
| Yes | 204 (77%) | 62 (23%) | 266 | 1 | 25 (40%) | 37 (60%) | 0.639 | |
| Treatment | 5-Fluorouracil | 501 (78%) | 141 (22%) | 642 | 60 (43%) | 79 (57%) | ||
| Gemcitabine | 347 (75%) | 116 (25%) | 463 | 0.259 | 51 (44%) | 65 (56%) | 0.999 | |
| Tumour location | Body | 24 (77%) | 7 (23%) | 31 | 4 (57%) | 3 (43%) | ||
| Head | 511 (74%) | 178 (26%) | 689 | 70 (39%) | 108 (61%) | |||
| Other | 6 (86%) | 1 (14%) | 7 | 1 (100%) | 0 (0%) | |||
| Tail | 22 (81%) | 5 (19%) | 27 | 3 (60%) | 2 (40%) | |||
| Uncinate | 19 (95%) | 1 (5%) | 20 | 0.216 | 1 (100%) | 0 (0%) | 0.3 | |
| Completed therapy | No | 390 (78%) | 111 (22%) | 501 | 49 (45%) | 60 (55%) | ||
| Yes | 458 (76%) | 146 (24%) | 604 | 0.473 | 62 (42%) | 84 (58%) | 0.788 | |
| Time to start of therapy | Median (IQR) | 7.86 (6.57, 9.71) | 8 (6.14, 9.71) | 8 (6.57, 9.71) | 0.391 | 8.214 (5.75, 9.68) | 8 (6.57, 9.71) | 0.559 |
Abbreviations: Distal panc.=distal pancreatectomy; ESPAC=European Study Group for Pancreatic Cancer; IQR=interquartile range; Pyl. Pres.=pylorus preserving duodenopancreatectomy; WHO=World Health Organization.
Multivariable logistic regression on baseline clinical and pathological variable independently associated with preoperative diabetes
| Intercept | −3.49 (0.544) | <0.001 | |
| Maximum tumour size | 0.21 (0.103) | 1.23 (1.006, 1.505) | 0.044 |
| Weight | 0.03 (0.006) | 1.03 (1.016, 1.039) | <0.001 |
| Age | 0.02 (0.009) | 1.02 (1.005, 1.042) | 0.011 |
| Lymph node status | −0.32 (0.155) | 0.73 (0.538, 0.986) | 0.04 |
Abbreviation: Est=estimated.
Tumour size is included in the model using a log(x+1) transformation.
Cox proportional hazards model of factors independently associated with overall survival
| Resection margin status | Negative | |||
| Positive | 0.26 (0.073) | 1.3 (1.125, 1.496) | <0.001 | |
| Tumour differentiation | Well | |||
| Moderate | 0.27 (0.107) | 1.31 (1.058, 1.61) | 0.013 | |
| Poor | 0.55 (0.119) | 1.74 (1.379, 2.197) | <0.001 | |
| Lymph node status | Negative | |||
| Positive | 0.62 (0.081) | 1.85 (1.577, 2.171) | <0.001 | |
| WHO Performance status | 0 | |||
| 1 | 0.17 (0.077) | 1.19 (1.022, 1.384) | 0.025 | |
| 2 | 0.38 (0.118) | 1.46 (1.159, 1.837) | 0.001 | |
| Smoking status | Never | |||
| Past | 0.03 (0.079) | 1.03 (0.883, 1.204) | 0.698 | |
| Present | 0.23 (0.099) | 1.25 (1.031, 1.522) | 0.023 | |
| Diabetic status | No | |||
| Yes | 0.18 (0.083) | 1.19 (1.014, 1.402) | 0.034 |
Abbreviations: Est=estimated; WHO=World Health Organization.
Figure 1Fitted effect of diabetic status on overall survival in 1105 pancreatic cancer patients following resection and adjuvant chemotherapy. Yes=diabetic patients; No=non-diabetic patients.
Figure 2Overall survival analysis in diabetic patients stratified according to whether patients were insulin dependent (Yes)
Cox proportional hazards regression of factors independently associated with overall survival in diabetic patients
| Lymph node status | Negative | |||
| Positive | 0.86 (0.165) | 2.37 (1.714, 3.272) | <0.001 | |
| Insulin dependent | No | |||
| Yes | 1.86 (0.818) | 6.45 (1.298, 32.014) | 0.023 | |
| Non-insulin dependent | Maximum tumour size | 0.51 (0.212) | 1.67 (1.103, 2.533) | 0.015 |
| Insulin dependent | Maximum tumour size | −0.06 (0.097) | 0.94 (0.78, 1.142) | 0.553 |
Abbreviation: Est=estimated.
Maximum tumour size is included in the model using a log(x+1) transformation.