Methods
Study Design
Patient Management
Outcome Measures
Statistical Analysis
Variables | n (%) or median (IQR) | Missing, n (%) |
---|---|---|
Age at diagnosis, years | 64.0 (57.0–70.0) | 0 (0) |
Sex | 0 (0) | |
Male | 140 (44.4) | |
Female | 175 (55.6) | |
Body mass index | 23.9 (21.7–26.6) | 1 (0.3) |
ASA score | 0 (0) | |
1–2 | 222 (70.5) | |
3–4 | 93 (29.5) | |
Charlson age comorbidity index | 0 (0) | |
<4 | 173 (54.9) | |
≥4 | 142 (45.1) | |
Diabetes | 0 (0) | |
No | 223 (70.8) | |
Yes | 92 (29.2) | |
Circumstances of diagnosis | 0 (0) | |
Incidental | 64 (20.3) | |
Symptoms | 251 (79.7) | |
Tumor location | 0 (0) | |
Head | 241 (76.5) | |
Body-tail | 74 (23.5) | |
Resectability at diagnosis (NCCN) | 0 (0) | |
Resectable | 152 (48.3) | |
Borderline resectable | 163 (51.7) | |
Baseline CA19.9, U/mL* | 193.0 (63.7–669.0) | 21 (6.7) |
Tumor size at diagnosis, mm | 30.0 (25.0–35.0) | 22 (7.0) |
MDACC class | 0 (0) | |
Resectable | 113 (35.9) | |
A | 129 (41.0) | |
B | 60 (19.0) | |
C | 13 (4.1) | |
Type of neoadjuvant therapy | 0 (0) | |
Chemotherapy | 282 (89.5) | |
Chemo–radiation | 33 (10.5) | |
Chemotherapy regimen | 0 (0) | |
FOLFIRINOX | 146 (46.3) | |
Gemcitabine + nab-paclitaxel | 137 (43.5) | |
GEMOX | 26 (8.3) | |
Gemcitabine | 6 (1.9) | |
Attrition during NAT | 0 (0) | |
No | 277 (87.9) | |
Yes | 38 (12.1) | |
Early NAT switch | 0 (0) | |
No | 298 (94.6) | |
Yes | 17 (5.4) | |
Duration of chemotherapy (months) | 4 (3–6) | 0 (0) |
Preoperative resectability (NCCN) | 0 (0) | |
Resectable | 206 (65.4) | |
Borderline resectable | 109 (34.6) | |
RECIST response | 14 (4.4) | |
Partial response | 151 (50.2) | |
Stable disease | 150 (49.8) | |
Preoperative CA19.9, U/mL** | 30.0 (13.0–88.5) | 35 (10.8) |
Preoperative tumor size, mm | 22.0 (18.0–30.0) | 29 (9.2) |
Type of surgery | 0 (0) | |
Pancreaticoduodenectomy | 220 (69.8) | |
Distal pancreatectomy | 52 (16.5) | |
Total pancreatectomy | 43 (13.7) | |
Vascular resection | 0 (0) | |
No | 233 (74.0) | |
Yes | 82 (26.0) | |
R-status | 0 (0) | |
R0 | 197 (62.5) | |
R1 | 118 (37.5) | |
Lymph-vascular invasion | 0 (0) | |
No | 100 (31.7) | |
Yes | 215 (68.3) | |
Perineural invasion | 0 (0) | |
No | 69 (21.9) | |
Yes | 246 (78.1) | |
Peripancreatic fat invasion | 0 (0) | |
No | 94 (29.8) | |
Yes | 221 (70.2) | |
T-Status | 0 (0) | |
T1 | 127 (40.3) | |
T2 | 146 (46.3) | |
T3 | 18 (5.7) | |
TX | 24 (7.6) | |
N-Status | 0 (0) | |
N0 | 124 (39.4) | |
N1 | 111 (35.2) | |
N2 | 80 (25.4) | |
Postoperative complications | 0 (0) | |
No | 135 (42.9) | |
Yes | 180 (57.1) | |
Severe complications (Clavien–Dindo ≥ 3) | 0 (0) | |
No | 263 (83.5) | |
Yes | 52 (16.5) | |
Adjuvant treatment | 4 (1.3) | |
No | 96
(30.9) | |
Yes | 215 (69.1) | |
Adjuvant treatment type | ||
Chemotherapy only | 111 (51.6) | 0 (0) |
Chemotherapy + radiation | 85 (39.5) | |
Radiation only | 19 (8.8) | |
Adjuvant chemotherapy regimen | ||
FOLFIRINOX | 27 (13.8) | 4 (2.0) |
Gemcitabine + nab-paclitaxel | 34 (17.3) | |
Gemcitabine | 89 (45.4) | |
Capecitabine/5-fluorouracil | 33 (16.8) | |
Gemcitabine-capecitabine | 4 (2.0) | |
Other | 5 (2.6) |
Results
Recurrence and Survival Outcomes
Recurrence site | n (%) | Median DSS | Median RFS | Median PRS |
---|---|---|---|---|
Overall | 28.7 (25.2–32.2) | 10.2 (9.2–11.2) | 11.5 (8.8–14.2) | |
Local-only | 36 (16.7) | 28.9 (11.7–46.2) | 13.5 (10.8–16.2) | 11.5 (5.3–17.6) |
Liver-only | 51 (23.7) | 25.6 (15.3–35.9) | 9.4 (7.9–10.8) | 10.8 (7.3–14.3) |
Lung-only | 24 (11.2) | 37.4 (29.2–45.6) | 12.1 (2.5–21.8) | 19.8 (8.3–31.3) |
Multiple distant | 32 (14.9) | 20.1 (15.4–24.7) | 8.2 (6.3–10.0) | 6.8 (3.0–10.5) |
Local+ distant | 72 (33.5) | 27.7 (21.9–33.4) | 8.9 (7.5–10.3) | 13.9 (7.8–19.9) |
p-value | Overall: 0.031 | Overall: 0.069 | Overall: 0.159 | |
Local-only versus multiple distant: 0.019 Lung-only versus liver-only: 0.050 Lung-only vesus multiple distant: 0.016 Lung-only versus distant + local: 0.045 | Local-only versus multiple distant: 0.037 Local-only versus local + distant: 0.020 Lung-only versus local + distant: 0.024 | Lung-only versus multiple distant: 0.035 |
Radiologic Parameters and RFS
Total n (%) | Median RFS Months (95% CI) | p-value | ||
---|---|---|---|---|
Radiological parameters | ||||
RECIST response | ||||
Posttreatment tumor size | ||||
≤20 mm | Partial response | 108 (74.5) | 27.0 (21.4–32.7) | 0.424 |
Stable disease | 37 (25.5) | 19.0 (13.9–24.2) | ||
>20 mm | Partial response | 52 (30.6) | 11.7 (8.4–14.9) | 0.388 |
Stable disease | 118 (69.4) | 10.8 (8.7–12.8) | ||
Posttreatment tumor size | ||||
RECIST response | ||||
Partial response | ≤20 mm | 108 (67.5) | 27.0 (21.4–32.7) | 0.004 |
>20 mm | 52 (32.5) | 11.7 (8.4–14.9) | ||
Stable disease | ≤20 mm | 37 (23.9) | 19.0 (13.9–24.2) | 0.012 |
>20 mm | 118 (76.1) | 10.8 (8.7–12.8) | ||
CA19.9 parameters* | ||||
Baseline CA19.9 | ||||
Posttreatment CA19.9 | ||||
Normal | Normal | 40 (24.7) | 19.0 (10.3–27.8) | 0.523 |
Elevated | 122 (75.3) | 17.6 (12.5–22.7) | ||
Elevated | Normal | 9 (7.3) | 5.2 (2.8–7.5) | 0.014 |
Elevated | 114 (92.7) | 11.8 (9.2–14.0) | ||
Delta CA19.9 ≥50% | ||||
No | Normal | 38 (44.2) | 13.5 (10.0–17.0) | 0.288 |
Elevated | 48 (55.8) | 9.3 (6.6–12.0) | ||
Yes | Normal | 11 (5.5) | NR | 0.086 |
Elevated | 188 (94.5) | 16.2 (11.6–20.7) | ||
Posttreatment CA19.9 | ||||
Baseline CA19.9 | ||||
Normal | Normal | 40 (81.6) | 19.0 (10.3–27.8) | 0.002 |
Elevated | 9 (18.4) | 5.2 (2.8–7.5) | ||
Elevated | Normal | 122 (51.7) | 17.6 (12.5–22.7) | 0.132 |
Elevated | 114 (48.3) | 11.8 (9.2–14.0) | ||
Delta CA19.9 ≥50% | ||||
No | Normal | 32 (37.2) | 14.8 (10.1–19.4) | 0.078 |
Elevated | 54 (62.8) | 9.1 (6.3–11.9) | ||
Yes | Normal | 130 (65.3) | 18.9 (14.2–23.6) | 0.507 |
Elevated | 69 (34.7) | 14.7 (10.7–18.7) | ||
Delta CA19.9 ≥ 50% | ||||
Baseline CA19.9 | ||||
Normal | No | 38 (77.6) | 13.5 (10.0–17.0) | 0.032 |
Yes | 11 (22.4) | NR | ||
Elevated | No | 48 (20.3) | 9.3 (6.6–12.0) | 0.001 |
Yes | 188 (79.7) | 16.2 (11.6–20.7) | ||
Posttreatment CA19.9 | ||||
Normal | No | 32 (19.8) | 14.8 (10.1–19.4) | 0.262 |
Yes | 130 (80.2) | 18.9 (14.2–23.6) | ||
Elevated | No | 54 (43.9) | 9.1 (6.3–11.9) | 0.006 |
Yes | 69 (56.1) | 14.7 (10.7–18.7) |
CA19.9 Serum Levels and RFS
Predictors of RFS—Preoperative Model
Univariable analysis | Multivariable analysis | |||
---|---|---|---|---|
Hazard ratio (95% CI) | p-value | Hazard ratio (95% CI) | p-Value | |
Age at diagnosis, years | 1.010 (0.996–1.025) | 0.154 | ||
Sex | ||||
Male | 1 (ref) | – | ||
Female | 1.055 (0.806–1.382) | 0.695 | ||
Body mass index | 1.003 (0.969–1.040) | 0.850 | ||
ASA score | ||||
1–2 | 1 (ref) | – | ||
3–4 | 1.239 (0.926–1.658) | 0.148 | ||
Charlson age comorbidity index | ||||
<4 | 1 (ref) | – | ||
≥4 | 1.095 (0.837–0.431) | 0.508 | ||
Diabetes | ||||
No | 1 (ref) | – | ||
Yes | 1.022 (0.761–1.371) | 0.886 | ||
Circumstances of diagnosis | ||||
Incidental | 1 (ref) | – | ||
Symptoms | 0.917 (0.658–1.278) | 0.609 | ||
Tumor location | ||||
Head | 1 (ref) | – | 1 (ref) | – |
Body-tail | 1.537 (1.134–2.082) | 0.006 | 1.527 (1.119–2.083) | 0.008 |
Resectability at diagnosis (NCCN) | ||||
Resectable | 1 (ref) | – | ||
Borderline resectable | 1.141 (0.872–1.493) | 0.335 | ||
Serum CA19.9 at diagnosis+° | 0.996 (0.990–1.001) | 0.137 | ||
Serum CA19.9 at diagnosis+ | ||||
Normal (≤37 U/mL) | 1 (ref) | – | ||
Elevated (>37 U/mL) | 1.059 (0.729–1.539) | 0.762 | ||
Not expressed | 0.603 (0.323–1.127) | 0.113 | ||
Tumor size at diagnosis, mm | 1.004 (0.995–1.013) | 0.364 | ||
MDACC class | ||||
Resectable | 1 (ref) | – | ||
A | 1.058 (0.766–1.443) | 0.721 | ||
B | 1.125 (0.770–1.642) | 0.543 | ||
C | 1.307 (0.674–2.534) | 0.429 | ||
Type of neoadjuvant therapy | ||||
Chemotherapy | 1 (ref) | – | ||
Chemoradiation | 0.929 (0.597–1.444) | 0.742 | ||
Chemotherapy regimen | ||||
FOLFIRINOX | 1 (ref) | – | ||
Gemcitabine + nab– paclitaxel | 1.142 (0.858–1.520) | 0.363 | ||
GEMOX | 1.120 (0.685–1.831) | 0.652 | ||
Gemcitabine | 1.997 (0.874–4.563) | 0.101 | ||
Attrition during neoadjuvant therapy | ||||
No | 1 (ref) | – | ||
Yes | 1.065 (0.711–1.595) | 0.759 | ||
Duration of chemotherapy (months) | 1.094 (1.032–1.172) | 0.011 | 1.126 (1.047–1.211) | 0.001 |
Early neoadjuvant therapy switch | ||||
No | 1 (ref) | – | ||
Yes | 1.602 (1.292–1.987) | <0.001 | ||
Preoperative resectability (NCCN) | ||||
Resectable | 1 (ref) | – | ||
Borderline resectable | 1.176 (0.891–1.553) | 0.253 | ||
RECIST response | ||||
Partial response | 1 (ref) | – | ||
Stable disease | 1.512 (1.155–1.980) | 0.003 | ||
Time from diagnosis to surgery | 1.015 (0.976–1.054) | 0.462 | ||
Preoperative CA19.9 Serum levels+° | 1.011 (0.994–1.028) | 0.226 | ||
Preoperative CA19.9 Serum levels+ levels+ | ||||
Normal (≤37 U/mL) | 1 (ref) | – | 1 (ref) | – |
Elevated (>37 U/mL) | 1.385 (1.048–1.831) | 0.022 | 1.391 (1.049–1.844) | 0.022 |
Not expressed | 0.657 (0.376–1.145) | 0.138 | 0.706 (0.404–1.233) | 0.221 |
Delta CA19.9*+ | 0.992 (0.985–0.999) | 0.023 | 0.991 (0.984–0.998) | 0.018 |
Delta CA19.9 ≥ 50%+ | ||||
No | 1 (ref) | – | 1 (ref) | – |
Yes | 0.615 (0.458–0.825) | 0.001 | 0.640 (0.475–0.863) | 0.003 |
Not expressed | 0.405 (0.228–0.721) | 0.002 | 0.450 (0.252–0.801) | 0.007 |
Preoperative tumor size, mm# | 1.037 (1.023–1.052) | <0.001 | 1.033 (1.019–1.047) | <0.001 |
Preoperative tumor size# | ||||
≤20 mm | 1 (ref) | – | 1 (ref) | – |
>20 mm | 1.929 (1.463–2.542) | <0.001 | 2.224 (1.603–3.085) | 0.021 |