| Literature DB >> 35698045 |
Siyi Zou1, Xinjing Wang1,2, Haoda Chen1, Jiewei Lin1, Chenlei Wen1,2, Qian Zhan1,2, Hao Chen1,2, Xiongxiong Lu3,4, Xiaxing Deng5,6, Baiyong Shen7,8,9.
Abstract
BACKGROUND: Prognosis for patients recurred rapidly after resection of pancreatic ductal adenocarcinoma (PDAC) was extremely poor. We proposed the concept of postoperative hyper-progression disease (PO-HPD) to define recurrence within 2 months after surgery, explored the role of surgery for postoperative HPD patients and determined the predictive preoperative risk factors and genomic features of PO-HPD.Entities:
Keywords: Curative resection; Pancreatic ductal adenocarcinoma; Postoperative hyper-progression disease
Mesh:
Year: 2022 PMID: 35698045 PMCID: PMC9190100 DOI: 10.1186/s12885-022-09719-6
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.638
Baseline demographic, clinicopathologic, treatment characteristics and follow-up data of included patients
| Variable | P | ||
|---|---|---|---|
| Recurrence (718) | No Recurrence (258) | ||
| Female(%) | 266 (37.0%) | 111 (43.0%) | 0.091 |
| Age (y, mean ± SD) | 62.5(±8.85) | 62.7(±9.38) | 0.638 |
| WBC(a10^9/L, mean ± SD) | 6.0(±2.08) | 6.0(±2.15) | 0.234 |
| Neutrophil(a10^9/L, mean ± SD) | 6.3(±12.11) | 4.3(±5.41) | 0.006 |
| Lymphocyte(a10^9/L, mean ± SD) | 1.5(±0.64) | 1.5(±0.63) | 0.804 |
| Monocyte(a10^9/L, mean ± SD) | 0.4(±0.34) | 0.5(±0.39) | 0.862 |
| RBC(a10^12/L, mean ± SD) | 4.2(±0.56) | 4.1(±0.52) | 0.012 |
| Hemoglobin(g/L, mean ± SD) | 128.6(±16.71) | 126.4(±16.44) | 0.086 |
| Albumin(g/L, mean ± SD) | 38.9(±5.33) | 39.5(±5.01) | 0.076 |
| LMR | 4.2(±5.65) | 3.9(±1.88) | 0.229 |
| PLR | 155.8(±85.15) | 151.8(±85.08) | 0.409 |
| NLR | 5.1(±10.84) | 3.4(±4.97) | 0.034 |
| SIRI | 2.3(±4.75) | 1.7(±3.31) | 0.026 |
| CA199 (U/mL, median with IQR) | 166.3 (44.35–554.60) | 112.7 (29.0–288.9) | < 0.0001 |
| CA125(U/mL, median with IQR) | 16.8 (10.9–29.6) | 14.9 (10.4–23.2) | 0.012 |
| CEA (ng/mL, median with IQR) | 3.5 (2.1–6.3) | 3.1 (1.9–4.8) | 0.016 |
| Borderline resectable | 178 (24.8%) | 48 (18.6%) | 0.043 |
| Tumor size (cm) | 3.0 (2.5–4.0) | 3 (2.0–3.5) | < 0.0001 |
| Operation | 0.943 | ||
| Pancreaticduodenectomy | 468 (65.2%) | 170 (65.9%) | |
| Distal pancreatectomy | 216 (30.1%) | 75 (29.1%) | |
| Total pancreatectomy | 34 (4.7%) | 13 (5.0%) | |
| Vascular resection | 113 (15.7%) | 40 (15.5%) | < 0.0001 |
| R0 resection | 636 (88.6%) | 244 (94.6%) | 0.006 |
| Tumor differentiation | 0.006 | ||
| Well-moderate | 267 (37.2%) | 121 (46.9%) | |
| Poor | 451 (62.8%) | 137 (53.1%) | |
| Margin | 1.0 (0.6–2.0) | 1.5 (0.7–2.0) | 0.064 |
| AJCC T-stage | < 0.0001 | ||
| T1–2 | 504 (70.2%) | 218 (84.5%) | |
| T3–4 | 214 (29.8%) | 40 (15.5%) | |
| AJCC N-stage | < 0.0001 | ||
| 0 | 315 (43.9%) | 163 (63.2%) | |
| 1 | 301 (41.9%) | 79 (30.6%) | |
| 2 | 102 (14.2%) | 16 (6.2%) | |
| LNM | 403 (56.1%) | 95 (36.8%) | < 0.0001 |
| Number of LNM | 1 (0–2) | 0 (0–1) | < 0.0001 |
| Positive lymph node ratio | 0.06 (0–0.17) | 0 (0–0.08) | < 0.0001 |
| Perineural invasion | 690 (96.1%) | 238 (92.2%) | 0.014 |
| AJCC stage | < 0.0001 | ||
| ≤ 2A | 291 (40.5%) | 157 (60.9%) | |
| >2A | 427 (59.5%) | 101 (39.1%) | |
| Complications | 0.085 | ||
| < 3 | 606 (84.4%) | 209 (81.0%) | |
| ≥ 3 | 26 (3.6%) | 16 (6.2%) | |
| POPF | 0.638 | ||
| Grade B/C POPF | 98 (13.6%) | 36 (14.0%) | |
| Biochemical leak | 316 (44.0%) | 117 (45.3%) | |
| Adjuvant chemotherapy | 499 (69.5%) | 174 (67.4%) | 0.057 |
| Gemcitabine | 71 (9.9%) | 13 (5.0%) | |
| S-1 or Capecitabine | 44 (6.1%) | 14 (5.4%) | |
| Combined a | 384 (53.5%) | 147 (57.0%) | |
| OS | 15.7 (10.0–23.4) | 17.9 (11.3–36.0) | < 0.0001 |
SD Standard deviation, WBC White blood cell, RBC Red blood cell, CA19–9 Carbohydrate antigen 19–9, IQR Inter-quarter range, CA125 Carbohydrate antigen 125, CEA Carcinoembryonic antigen, LMR Lymphocyte-monocyte ratio, PLR Platelet-lymphocyte ratio, NLR Neutrophil-lymphocyte ratio, SIRI Systemic inflammatory response index, LNM Lymph node metastasis, POPF Postoperative pancreatic fistula, OS Overall survival
T-stage, N-stage and AJCC stage were referred to the 8th edition of American Joint Committee on Cancer (AJCC) TNM staging manual
a Including gemcitabine + capecitabine, gemcitabine + S-1, gemcitabine+ nab-paclitaxel, FOLFIRINOX (5-fluorouracil+ leucovorin+irinotecan+ oxaliplatin), gemcitabine + oxaliplatin, capecitabine + oxaliplatin and S-1 + oxaliplatin
Baseline demographic, clinicopathologic, treatment characteristics and follow-up data according to subgroups
| Variable | P | |||
|---|---|---|---|---|
| PO-HPD (101) | ER (418) | LR (199) | ||
| Female(%) | 30 (29.7%) | 162 (38.8%) | 74 (37.2%) | 0.239 |
| Age (y, mean ± SD) | 60.9(±9.27) | 63.2(±8.797) | 61.7(±8.21) | 0.011 |
| BMI (kg/m [ | 22.8(±2.76) | 22.6(±3.30) | 22.8(±2.81) | 0.413 |
| WBC(a10^9/L, mean ± SD) | 6.3(±2.42) | 5.9(±2.07) | 6.2(±1.88) | 0.063 |
| Neutrophil(a10^9/L, mean ± SD) | 7.4(±14.79) | 5.4(±10.00) | 7.7(±14.34) | 0.130 |
| Lymphocyte(a10^9/L, mean ± SD) | 1.6(±1.03) | 1.4(±0.55) | 1.5(±0.49) | 0.143 |
| Monocyte(a10^9/L, mean ± SD) | 0.4(±0.18) | 0.4(±0.42) | 0.5(±0.20) | 0.001 |
| RBC(a10^12/L, mean ± SD) | 4.3(±0.54) | 4.1(±0.55) | 4.2(±0.59) | 0.001 |
| Albumin(g/L, mean ± SD) | 39.6(±4.24) | 39.1(±5.74) | 38.2(±4.85) | 0.085 |
| LMR | 5.1(±9.10) | 4.2(±5.78) | 3.63(±1.51) | 0.774 |
| PLR | 161.3(±111.80) | 158.3(±84.96) | 147.5(±67.84) | 0.549 |
| NLR | 6.7(±16.25) | 4.5(±9.12) | 5.5(±10.72) | 0.831 |
| SIRI | 2.5(±5.40) | 2.0(±4.47) | 2.6(±4.99) | 0.118 |
| CA199 (U/mL, median with IQR) | 356.0 (96.2–1319.2) | 170.3 (46.6–630.3) | 102.4 (34.0–288.0) | < 0.0001 |
| CA125(U/mL, median with IQR) | 22.6 (12.4–35.0) | 17.0 (11.4–30.0) | 14.7 (9.4–23.7) | < 0.0001 |
| CEA (ng/mL, median with IQR) | 4.0 (2.3–6.8) | 3.5 (2.2–6.2) | 3.2 (1.8–6.6) | 0.250 |
| Borderline resectable | 32 (31.7%) | 114 (27.3%) | 32 (16.1%) | 0.002 |
| Tumor size (cm, median with IQR) | 3.5 (3.0–4.0) | 3.0 (2.5–4.0) | 3.0 (2.5–4.0) | < 0.0001 |
| Operation | 0.337 | |||
| Pancreaticduodenectomy | 65 (64.4%) | 270 (64.6%) | 133 (66.8%) | |
| Distal pancreatectomy | 30 (29.7%) | 124 (29.7%) | 62 (31.2%) | |
| Total pancreatectomy | 6 (5.9%) | 24 (5.7%) | 4 (2.0%) | |
| Perioperative transfusion | 74 (73.2%) | 311 (74.4%) | 160 (80.4%) | 0.212 |
| Operation time (min, median with IQR) | 300 (240–360) | 300 (223.8–345) | 270 (210–330) | 0.055 |
| Bleeding amount (ml, median with IQR) | 300 (200–600) | 300 (200–500) | 400 (200–500) | 0.581 |
| Vascular resection | 21 (20.8%) | 69 (16.5%) | 23 (11.6%) | < 0.0001 |
| R0 resection | 88 (87.1%) | 469 (87.5%) | 79 (97.5%) | 0.027 |
| Tumor differentiation | < 0.0001 | |||
| Well-moderate | 23 (22.8%) | 137 (32.8%) | 107 (53.8%) | |
| Poor | 78 (77.2%) | 281 (67.2%) | 92 (46.2%) | |
| Margin | 1.4 (0.6–2.0) | 1.0 (0.5–2.0) | 1.0 (0.6–2.5) | 0.687 |
| AJCC T-stage | 0.006 | |||
| T1–2 | 66 (65.2%) | 281 (67.2%) | 157 (78.9%) | |
| T3–4 | 35 (34.7%) | 137 (32.8%) | 42 (21.1%) | |
| AJCC N-stage | 0.006 | |||
| 0 | 34 (33.7%) | 184 (44.0%) | 97 (48.7%) | |
| 1 | 50 (49.5%) | 164 (39.2%) | 87 (43.7%) | |
| 2 | 17 (16.8%) | 70 (16.7%) | 15 (7.5%) | |
| LNM | 67 (66.3%) | 234 (56.0%) | 102 (51.3%) | 0.045 |
| Harvested lymph nodes | 13 (6–21) | 13 (7–19) | 10 (5.5–15.5) | 0.421 |
| Number of LNM | 1 (0–3) | 1 (0–2) | 0 (0–2.0) | 0.019 |
| Positive lymph node ratio | 0.09 (0–0.2) | 0.06 (0–0.19) | 0.04 (0–0.14) | 0.019 |
| Perineural invasion | 91 (90.1%) | 398 (95.2%) | 192 (96.53%) | 0.199 |
| AJCC stage | 0.010 | |||
| ≤ 2A | 31 (30.7%) | 254 (60.8%) | 96 (48.2%) | |
| >2A | 70 (69.3%) | 164 (39.2%) | 103 (51.8%) | |
| Complications | 0.267 | |||
| < 3 | 89 (88.1%) | 351 (84.0%) | 166 (83.4%) | |
| ≥ 3 | 1 (1.0%) | 15 (3.6%) | 10 (5.0%) | |
| POPF | 0.766 | |||
| Biochemical leak | 52 (51.4%) | 172 (41.4%) | 92 (46.2%) | |
| Grade B/C POPF | 16 (15.8%) | 57 (13.6%) | 25 (12.6%) | |
| Adjuvant chemotherapy | 70 (69.3%) | 288 (68.9%) | 141 (70.9%) | 0.160 |
| Gemcitabine | 6 (5.9%) | 37 (8.9%) | 28 (14.1%) | |
| S-1 or Capecitabine | 5 5.0%) | 26 (6.2%) | 13 (6.5%) | |
| Combined a | 59 (58.4%) | 225 (53.8%) | 100 (50.2%) | |
| Recurrence site | < 0.0001 | |||
| Local | 10 (9.9%) | 72 (17.2%) | 61 (30.7%) | |
| Systemic | 67 (66.3%) | 242 (57.9%) | 81 (40.7%) | |
| Multiple | 13 (12.9%) | 49 (11.7%) | 22 (11.1%) | |
| Not know | 11 (10.9%) | 55 (13.2%) | 35 (17.6%) | |
| mDFS | 1.3 (1.1–1.4) | 6.4 (6.0–6.9) | 18.5 (17.3–19.7) | < 0.0001 |
| mOS | 9.8 (7.8–11.7) | 14.7 (13.9–15.8) | 30.8 (29.1–32.5) | < 0.0001 |
| Median total survival | 12.5 (10.7–14.4) | 16.7 (15.7–17.6) | 35.1 (32.1–38.0) | < 0.0001 |
SD Standard deviation, BMI Body mass index, WBC White blood cell, RBC Red blood cell, CA19–9 Carbohydrate antigen 19–9, IQR Inter-quarter range, CA125 Carbohydrate antigen 125, CEA Carcinoembryonic antigen, LMR Lymphocyte-monocyte ratio, PLR Platelet-lymphocyte ratio, NLR Neutrophil-lymphocyte ratio, SIRI Systemic inflammatory response index, LNM Lymph node metastasis, DFS Disease-free survival, OS Overall survival
T-stage, N-stage and AJCC stage were referred to the 8th edition of American Joint Committee on Cancer (AJCC) TNM staging manual
Complication classification was referred to the Clavien-Dindo’s classification. POPF Postoperative pancreatic fistula, mDFS Median disease-free survival, mOS Median overall survival
a Including gemcitabine + capecitabine, gemcitabine + S-1, gemcitabine+ nab-paclitaxel, FOLFIRINOX (5-fluorouracil+ leucovorin+irinotecan+ oxaliplatin), gemcitabine + oxaliplatin, capecitabine + oxaliplatin and S-1 + oxaliplatin
Fig. 1Kaplan–Meier curves of total survival in three groups. PO-HPD: hyperprogression disease; ER: early recurrence; LR: late recurrence. (Generated by SPSS, IBM SPSS Statistics 22.0)
Survival data of PO-HPD patients and patients with stage IV pancreatic cancer
| PO-HPD | Stage IV | |
|---|---|---|
| Median total survival (m, IQR) | 12.5 (10.7–14.4) | 10.7 (4.0–12.0) |
| 6-month survival | 76.8% | 53.4% |
| 12-month survival | 36.6% | 24.3% |
| 2-year survival | 5.9% | 7.1% |
PO-HPD Postoperative hyper-progression disease, IQR Inter-quarter range
Total survival was counted from the date diagnosed as pancreatic cancer to the date of death or last follow-up
Univariate and multivariate analysis for associations between preoperative risk factors and PO-HPD of pancreatic ductal adenocarcinoma after resection
| PO-HPD ( | ||||||
|---|---|---|---|---|---|---|
| Preoperative variables | mOS (month)(95%CI) | N | Univariate | Multivariate | ||
| Odds ratio(95%CI) | P | Odds ratio(95%CI) | P | |||
| RBC(*10^12/L) ≥ 3.94 vs. < 3.94 | 9.77 (7.51–12.03)/9.33 (6.03–12.64) | 653/323 | 2.36 (1.41–3.97) | 0.001 | 2.49 (1.44–4.33) | 0.001 |
| Albumin (g/L) ≥ 36 vs. < 36 | 10.70 (8.93–12.47) /7.13 (5.53–8.73) | 745/229 | 1.87 (1.06–3.30) | 0.031 | 0.128 | |
| CA19–9(U/mL) ≥ 288.6 vs. < 288.6 | 8.57 (6.57–10.57)/11.57 (10.03–13.10) | 322/636 | 2.94 (1.92–4.50) | < 0.0001 | 2.30 (1.47–3.59) | < 0.0001 |
| CA125(U/mL) ≥ 22.3 vs. < 22.3 | 9.33 (7.31–11.36) 1/ 11.00 (7.99–14.0) | 317/634 | 2.26 (1.48–3.44) | < 0.0001 | 1.78 (1.14–2.77) | 0.011 |
| Tumor size (cm) ≥ 3.45 vs. < 3.45 | 9.40 (7.52–11.28))/10.70 (7.36–14.04 | 398/578 | 2.91 (1.89–4.47) | < 0.0001 | 2.32 (1.48–3.63) | < 0.0001 |
| Borderline resectable vs. Resectable | 9.40 (7.30–12.30)/9.80 (7.37–11.43) | 226/750 | 1.61 (1.03–2.52) | 0.038 | 0.08 | |
PO-HPD Postoperative hyper-progression disease, OS Overall survival, CI Confident interval, RBC Red blood cell, CA Carbohydrate antigen
Fig. 2Receiver operative characteristic curves of logistic regression model for preoperative risk factors for postoperative hyperprogression disease. (Generated by SPSS, IBM SPSS Statistics 22.0)
Fig. 3Differences in molecular features between postoperative hyperprogression disease and ER + LR groups. ER: early recurrence; LR: late recurrence. (Generated by FreeBayes, version 1.2.0 and ANNOVAR version 20,210,710)
Fig. 4Dot-box plot of copy number burden in postoperative hyperprogression disease and ER + LR groups. ER: early recurrence; LR: late recurrence. (Generated by R, https://www.r-project.org/, version 3.6.2)