| Literature DB >> 28982112 |
Vicente Morales-Oyarvide1, Douglas A Rubinson1, Richard F Dunne2, Margaret M Kozak3, Justin L Bui3, Chen Yuan1,4, Zhi Rong Qian1, Ana Babic1, Annacarolina Da Silva1, Jonathan A Nowak5, Natalia Khalaf6, Lauren K Brais1, Marisa W Welch1, Caitlin L Zellers1, Kimmie Ng1, Daniel T Chang3, Rebecca A Miksad7, Andrea J Bullock7, Jennifer F Tseng8, Richard S Swanson9, Thomas E Clancy9, David C Linehan10, Jennifer J Findeis-Hosey11, Leona A Doyle5, Jason L Hornick5, Shuji Ogino1,4,5, Charles S Fuchs1, Aram F Hezel2, Albert C Koong12, Brian M Wolpin1.
Abstract
BACKGROUND: Few studies have simultaneously assessed the prognostic value of the multiple classification systems for lymph node (LN) metastases in resected pancreatic ductal adenocarcinoma (PDAC).Entities:
Mesh:
Year: 2017 PMID: 28982112 PMCID: PMC5729468 DOI: 10.1038/bjc.2017.349
Source DB: PubMed Journal: Br J Cancer ISSN: 0007-0920 Impact factor: 7.640
Baseline characteristics of 600 patients with resected pancreatic ductal adenocarcinoma
| Number of subjects | 600 | 274 | 87 | 90 | 149 |
| Men ( | 300 (50%) | 113 (41%) | 48 (55%) | 51 (57%) | 88 (59%) |
| Age, median (IQR) | 67 (15) | 67 (16) | 63 (13) | 67.5 (15) | 69 (13) |
| Surgery type ( | |||||
| Pancreaticoduodenectomy | 441 (74%) | 203 (74%) | 62 (71%) | 71 (79%) | 105 (70%) |
| Distal pancreatectomy | 147 (24%) | 65 (24%) | 24 (28%) | 18 (20%) | 40 (27%) |
| Total/other | 12 (2%) | 6 (2%) | 1 (1%) | 1 (1%) | 4 (3%) |
| Tumour location ( | |||||
| Head/uncinate | 443 (74%) | 203 (74%) | 62 (71%) | 69 (77%) | 109 (73%) |
| Body | 62 (10%) | 31 (11%) | 7 (8%) | 8 (9%) | 16 (11%) |
| Tail | 81 (14%) | 35 (13%) | 17 (20%) | 12 (13%) | 17 (11%) |
| Overlapping sites | 14 (2%) | 5 (2%) | 1 (1%) | 1 (1%) | 7 (5%) |
| pT stage ( | |||||
| T1–T2 | 88 (15%) | 28 (10%) | 11 (13%) | 8 (9%) | 41 (28%) |
| T3–T4 | 507 (84%) | 243 (89%) | 76 (87%) | 82 (91%) | 106 (71%) |
| Tx | 5 (1%) | 3 (1%) | — | — | 2 (1%) |
| pN stage ( | |||||
| N0 | 203 (34%) | 104 (38%) | 29 (33%) | 21 (23%) | 49 (33%) |
| N1 | 394 (65%) | 168 (61%) | 58 (67%) | 69 (77%) | 99 (66%) |
| Nx | 3 (1%) | 2 (1%) | — | — | 1 (1%) |
| No. of examined lymph nodes, median (IQR) | 15 (13) | 13 (11) | 11.5 (9) | 18 (12) | 18 (14.5) |
| No. of positive lymph nodes, median (IQR) | 1 (4) | 1 (3) | 1 (3) | 2 (5) | 2 (5) |
| Tumour differentiation ( | |||||
| Well/moderately differentiated | 344 (57%) | 144 (52%) | 56 (64%) | 46 (51%) | 98 (66%) |
| Poorly differentiated/undifferentiated | 232 (39%) | 114 (42%) | 30 (35%) | 41 (46%) | 47 (31%) |
| Unknown | 24 (4%) | 16 (6%) | 1 (1%) | 3 (3%) | 4 (3%) |
| Resection margin status (i, %) | |||||
| R0 | 308 (51%) | 132 (48%) | 45 (52%) | 50 (56%) | 81 (54%) |
| R1 | 277 (46%) | 135 (49%) | 40 (46%) | 40 (44%) | 62 (42%) |
| R2 | 11 (2%) | 7 (3%) | — | — | 4 (3%) |
| Rx (not evaluable) | 4 (1%) | − | 2 (2%) | — | 2 (1%) |
| Lymphovascular invasion ( | |||||
| Negative | 271 (45%) | 126 (46%) | 42 (48%) | 31 (35%) | 72 (48%) |
| Positive | 282 (47%) | 134 (49%) | 39 (45%) | 57 (63%) | 52 (35%) |
| Unknown | 47 (8%) | 14 (5%) | 6 (7%) | 2 (2%) | 25 (17%) |
| First site of recurrence ( | |||||
| Local only | 87 (14%) | 44 (16%) | 13 (15%) | 5 (5%) | 25 (17%) |
| Distant only | 228 (38%) | 103 (38%) | 38 (44%) | 32 (36%) | 55 (37%) |
| Synchronous local and distant | 77 (13%) | 33 (12%) | 18 (21%) | 14 (16%) | 12 (8%) |
| No known recurrence | 172 (29%) | 87 (32%) | 15 (17%) | 29 (32%) | 41 (27%) |
| Unknown | 36 (6%) | 7 (2%) | 3 (3%) | 10 (11%) | 16 (11%) |
| Neoadjuvant treatment ( | |||||
| None | 540 (90%) | 234 (86%) | 75 (87%) | 88 (98%) | 143 (96%) |
| Chemotherapy only | 23 (4%) | 17 (6%) | 2 (2%) | — | 4 (2%) |
| Radiation or chemoradiation only | 14 (2%) | 11 (4%) | 2 (2%) | — | 1 (1%) |
| Chemoradiation and chemotherapy | 23 (4%) | 12 (4%) | 8 (9%) | 2 (2%) | 1 (1%) |
| Adjuvant treatment ( | |||||
| None | 159 (26%) | 67 (25%) | 20 (23%) | 31 (34%) | 41 (28%) |
| Chemotherapy only | 187 (31%) | 91 (33%) | 26 (30%) | 25 (28%) | 45 (30%) |
| Radiation or chemoradiation only | 34 (6%) | 17 (6%) | 8 (9%) | 2 (2%) | 7 (5%) |
| Chemoradiation and chemotherapy | 180 (30%) | 90 (33%) | 32 (37%) | 27 (30%) | 31 (21%) |
| Other/unknown | 40 (7%) | 9 (3%) | 1 (1%) | 5 (6%) | 25 (16%) |
Abbreviations: DF/BWCC=Dana-Farber/Brigham and Women’s Cancer Center; IQR=interquartile range; SCI=Stanford Cancer Institute; URMC=University of Rochester Medical Center.
DFS and OS by lymph node classification: training set
| pN0 | 124 | 18.5 | 1.00 (reference) | 128 | 33.9 | 1.00 (reference) | ||
| pN1 | 214 | 12.9 | 1.46 (1.09–1.95) | 0.010 | 220 | 20.1 | 1.43 (1.07–1.91) | 0.016 |
| pN0 | 124 | 18.5 | 1.00 (reference) | 128 | 33.9 | 1.00 (reference) | ||
| pN1 | 139 | 14.3 | 1.25 (0.91–1.72) | 143 | 22.5 | 1.24 (0.91–1.70) | ||
| pN2 | 75 | 9.6 | 2.01 (1.40–2.87) | <0.001 | 77 | 16.6 | 1.88 (1.33–2.68) | <0.001 |
| LRN=0 | 124 | 18.5 | 1.00 (reference) | 128 | 33.9 | 1.00 (reference) | ||
| 0<LNR⩽0.2 | 111 | 13.4 | 1.24 (0.89–1.73) | 115 | 21.1 | 1.31 (0.94–1.81) | ||
| 0.2<LNR⩽0.4 | 58 | 10.9 | 1.61 (1.10–2.37) | 60 | 16.7 | 1.50 (1.02–2.20) | ||
| LNR>0.4 | 45 | 10.7 | 2.04 (1.33–3.12) | <0.001 | 45 | 20.2 | 1.76 (1.15–2.69) | 0.007 |
| Quartile 1 | 83 | 18.5 | 1.00 (reference) | 85 | 34.1 | 1.00 (reference) | ||
| Quartile 2 | 88 | 17.3 | 1.02 (0.70–1.50) | 91 | 31.4 | 0.96 (0.65–1.41) | ||
| Quartile 3 | 80 | 11.0 | 1.60 (1.07–2.37) | 84 | 18.5 | 1.55 (1.06–2.26) | ||
| Quartile 4 | 87 | 10.7 | 1.82 (1.24–2.68) | <0.001 | 88 | 17.3 | 1.56 (1.05–2.30) | 0.003 |
Abbreviations: AJCC=American Joint Committee on Cancer; CI=confidence intervals; DFS=disease-free survival; HR=hazard ratio; LODDS=log of the odds of metastatic lymph nodes; LNR=lymph node ratio; OS=overall survival.
Adjusted for age, sex, tumour grade, perioperative systemic chemotherapy, perioperative radiation therapy, and resection margins.
DFS and OS by lymph node classification: validation set
| pN0 | 62 | 27.8 | 1.00 (reference) | <0.001 | 0.77 (0.61–0.91) | 0.75 | 64 | 42.3 | 1.00 (reference) | <0.001 | 0.79 (0.63–0.91) | 0.79 |
| pN1 | 158 | 10.8 | 2.59 (1.68–4.00) | 158 | 17.4 | 2.90 (1.87–4.48) | ||||||
| pN0 | 62 | 27.8 | 1.00 (reference) | 0.001 | 0.77 (0.61–0.91) | 0.83 | 64 | 42.3 | 1.00 (reference) | <0.001 | 0.79 (0.63–0.91) | 0.62 |
| pN1 | 77 | 10.8 | 2.60 (1.63–4.14) | 77 | 16.9 | 2.79 (1.75–4.46) | ||||||
| pN2 | 81 | 11.0 | 2.58 (1.58–4.21) | 81 | 17.4 | 3.03 (1.87–4.93) | ||||||
| LRN=0 | 62 | 27.8 | 1.00 (reference) | 0.004 | 0.77 (0.61–0.91) | 0.94 | 64 | 42.3 | 1.00 (reference) | <0.001 | 0.78 (0.63–0.91) | 0.68 |
| 0<LNR≤0.2 | 76 | 13.1 | 2.52 (1.59–4.00) | 76 | 18.4 | 2.64 (1.64–4.24) | ||||||
| 0.2<LNR≤0.4 | 53 | 10.7 | 2.73 (1.56–4.78) | 53 | 16.0 | 3.36 (2.01–5.63) | ||||||
| LNR>0.4 | 29 | 6.6 | 2.69 (1.45–5.01) | 29 | 14.8 | 3.04 (1.68–5.53) | ||||||
| Quartile 1 | 54 | 20.0 | 1.00 (reference) | 0.005 | 0.78 (0.61–0.91) | 0.98 | 54 | 49.8 | 1.00 (reference) | <0.001 | 0.79 (0.64–0.91) | 0.74 |
| Quartile 2 | 57 | 14.8 | 1.83 (1.10–3.04) | 58 | 20.0 | 2.21 (1.27–3.85) | ||||||
| Quartile 3 | 56 | 10.8 | 1.64 (0.96–2.81) | 57 | 15.8 | 3.04 (1.78–5.19) | ||||||
| Quartile 4 | 53 | 9.7 | 2.37 (1.36–4.12) | 53 | 14.8 | 3.44 (1.96–6.05) | ||||||
Abbreviations: AJCC=American Joint Committee on Cancer; CI=confidence intervals; DFS=disease-free survival; HR=hazard ratio; LODDS=log of the odds of metastatic lymph nodes; LNR, lymph node ratio; OS=overall survival.
Adjusted for age, sex, tumour grade, perioperative systemic chemotherapy, perioperative radiation therapy, and resection margins.
Overall C index is a measure of model discrimination.
P-value for the Greenwood–Nam–D’Agostino goodness-of-fit test is a measure of model calibration; P <0.05 indicates miscalibration.
Figure 1Kaplan–Meier curves for disease-free survival. (A) American Joint Committee on Cancer (AJCC) 7th edition. (B) American Joint Committee on Cancer 8th edition. (C) Lymph node ratio (LNR). LNR1: LNR=0; LNR2: 0
Disease-free survival and overall survival by lymph node classification stratified by resection margin status and pancreatic resection type
| pN0 | 121 | 1.00 (reference) | 63 | 1.00 (reference) | 0.016 | 121 | 1.00 (reference) | 64 | 1.00 (reference) | 0.248 |
| pN1 | 170 | 2.16 (1.55–3.01) | 201 | 1.33 (0.94–1.88) | 172 | 2.10 (1.51–2.92) | 202 | 1.67 (1.15–2.43) | ||
| pN0 | 121 | 1.00 (reference) | 63 | 1.00 (reference) | 0.005 | 121 | 1.00 (reference) | 64 | 1.00 (reference) | 0.233 |
| pN1 | 108 | 1.91 (1.33–2.74) | 107 | 1.20 (0.82–1.74) | 109 | 1.94 (1.35–2.77) | 107 | 1.51 (1.01–2.25) | ||
| pN2 | 62 | 2.75 (1.82–4.17) | 94 | 1.59 (1.06–2.40) | 63 | 2.44 (1.63–3.66) | 95 | 1.95 (1.28–2.99) | ||
Abbreviations: AJCC=American Joint Committee on Cancer; CI=confidence intervals; HR=hazard ratio.
HR adjusted for age, sex, tumour grade, perioperative systemic chemotherapy, perioperative radiation therapy, and institution.
HR adjusted for age, sex, tumour grade, perioperative systemic chemotherapy, perioperative radiation therapy, resection margins, and institution.
Odds ratios for local recurrence by AJCC (7th and 8th edition) lymph node classification
| pN0 | 110 | 1.00 (reference) | 0.472 |
| pN1 | 262 | 0.84 (0.52–1.36) | |
| pN0 | 110 | 1.00 (reference) | 0.815 |
| pN1 | 151 | 0.76 (0.45–1.29) | |
| pN2 | 110 | 0.99 (0.56–1.75) | |
Abbreviations: AJCC=American Joint Committee on Cancer; OR=odds ratio.
First site of recurrence as local only recurrence or synchronous local and distant recurrence.
Odds ratio adjusted for age, sex, tumour grade, perioperative systemic chemotherapy, perioperative radiation therapy, resection margins, and institution.