| Literature DB >> 35242926 |
Patrick Kirchweger1,2,3, Alexander Kupferthaler4, Jonathan Burghofer5, Gerald Webersinke5, Emina Jukic6, Simon Schwendinger6, Michael Weitzendorfer7, Andreas Petzer3,8, Reinhold Függer2,3, Holger Rumpold1,3, Helwig Wundsam2.
Abstract
This data article subsumes the data acquiration process, analysis and results of 'Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage' published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi:10.1016/j.ejso.2021.11.138. PMID: 34876329) (Kirchweger et al., 2021). 28.5 mL of blood was obtained from 60 patients with localized pancreatic cancer directly prior to curative intended surgery as well as from 47 patients with metastasized pancreatic cancer (PDAC) directly prior to palliative intended systemic treatment initiation. Cell-free DNA preparation was done on the Chemagic 360 (Perkin Elmer, Waltham, Massachusetts, USA) using the kits CMG-1304 and CMG-844 from the same provider and quantified using the Quantus fluorometer (Promega, Madison, Wisconsin, USA). Screening for most common KRAS alterations (KRAS G12/G13 screening kit and additionally for KRAS Q61 if screening was negative) was performed utilizing the QX200™ Droplet Digital™ PCR System from Bio-Rad (Bio-Rad Laboratories, Hercules, CA, USA). Volumetric analysis was performed on contrast enhanced dual-energy CT scans in the arterial and portal venous phase prior to treatment initiation using Syngo.via (Siemens Healthcare, Forchheim, Germany) on MM Oncology Workflow adhering to RECIST 1.1 criteria (Eisenhauer et al., 2009). CtDNA predicts outcome in localized and disseminated disease. Moreover, it correlates with distant metastasis volume and positive lymph nodes but not primary tumor volume and therefore could indicate subclinical synchronous distant metastases in localized PDAC undetectable by current gold standard (computed tomography).Entities:
Keywords: Circulating tumor DNA; Liquid biopsy; Pancreatic cancer; Survival analysis; Tumor volume
Year: 2022 PMID: 35242926 PMCID: PMC8857573 DOI: 10.1016/j.dib.2022.107944
Source DB: PubMed Journal: Data Brief ISSN: 2352-3409
Patient demographics for localized pancreatic ductal cancer. Values are given as n (%) unless otherwise indicated.
| Overall | ctDNA positive | ctDNA negative | ||
|---|---|---|---|---|
| Age | 69 (60–77) | 76 (73–79) | 54 (59–77) | 0.039* |
| Male sex | 39 (65) | 3 (50) | 36 (66.7) | 0.421 |
| ECOG PS | ||||
| 0 | 40 (66.7) | 4 (66.6) | 36 (66.7) | 1.000 |
| 1 | 18 (30) | 2 (33.3) | 16 (29.6) | 0.852 |
| ≥2 | 2 (3.3) | 0 | 2 (3.7) | 0.634 |
| ASA | ||||
| 1 | 8 (13.3) | 2 (33.3) | 6 (11.1) | 0.132 |
| 2 | 35 (58.3) | 2 (33.3) | 33 (61.1) | 0.194 |
| ≥3 | 17 (28.3) | 2 (33.3) | 15 (27.8) | 0.776 |
| Tumor localization | ||||
| Head | 52 (86.7) | 4 (66.6) | 48 (88.9) | 0.089 |
| Body | 6 (10) | 2 (33.3) | 4 (7.4) | 0.007* |
| Tail | 2 (3.3) | 0 | 2 (3.7) | 0.631 |
| Tumor stage | ||||
| UICC I | 11 (18.3) | 0 | 11 (20.4) | 0.225 |
| UICC II | 23 (38.3) | 2 (33.3) | 21 (38.9) | 0.792 |
| UICC III | 26 (43.3) | 4 (66.6) | 22 (40.7) | 0.194 |
| UICC IV | 0 | 0 | 0 | 1.000 |
| cT1 | 14 (23.3) | 0 | 14 (25.9) | 0.158 |
| cT2 | 36 (60) | 4 (66.6) | 32 (59.3) | 0.728 |
| cT3 | 8 (13.3) | 1 (16.7) | 7 (12.9) | 0.802 |
| cT4 | 2 (3.3) | 1 (16.7) | 1 (1.9) | 0.057 |
| cN+ | 25 (41.7) | 3 (50) | 22 (40.7) | 0.527 |
| Neoadjuvant CTX | 8 (13.3) | 1 (16.7) | 7 (12.9) | 0.440 |
| Adjuvant CTX | 52 (86.7) | 5 (83.3) | 47 (87) | 0.802 |
| Resected | 60 (100) | 6 (100) | 54 (100) | 1.000 |
| R0 | 48 (80) | 6 (100) | 42 (77.7) | 0.200 |
| R1 | 9 (15) | 0 | 9 (16.7) | 0.200 |
| Rx, CRM+ | 3 (5) | 0 | 3 (5.6) | 0.557 |
| Type of resection | ||||
| TP | 18 (30) | 0 | 18 (33.3) | 0.094 |
| DP | 4 (6.7) | 2 (33.3) | 2 (3.7) | 0.006* |
| PHR | 38 (63.3) | 4 (66.6) | 34 (63) | 0.859 |
| Vascular involvement | 26 (43.3) | 6 (100) | 20 (37) | 0.621 |
| Venous contact | 18 (30.0) | 1 (16.7) | 17 (31.5) | 0.321 |
| Arterial contact | 4 (6.7) | 4 (66.7) | 0 | 0.001** |
| Both | 4 (6.7) | 1 (16.7) | 3 (5.6) | 0.458 |
| Vascular resection | 20 (33.3) | 0 | 20 (37) | 0.070 |
| Lymph nodes harvested | 22 (17–29) | 25 (18.75–32) | 21 (16–29) | 0.315 |
| Positive lymph nodes | 2 (0–7) | 5 (0.75–15.75) | 2 (0–7) | 0.264 |
| Node ratio | 0.14 (0–0.24) | 0.22 (0.05–0.49) | 0.12 (0–0.24) | 0.225 |
| Blood loss (mL) | 300 (200–400) | 200 (125–275) | 335 (266–373) | 0.027* |
| OP time (min.) | 335 (270–374) | 347 (278–450) | 335 (266–373) | 0.775 |
| Days at ICU | 4 (3–5) | 4 (3–5) | 4 (3–5) | 0.353 |
| Clavien Dindo ≥3b | 6 (10) | 1 (13.3) | 5 (9.3) | 0.569 |
| POPF ≥ | 5 (8.3) | 0 | 5 (9.3) | 0.436 |
| Total tumor volume (mL) | 5.99 | 11.43 | 5.2 | 0.314 |
| Primary tumor volume (mL) | 5.99 | 11.43 | 5.2 | 0.314 |
| Histopathological size (mm) | 31.5 (22.5–36.5) | 29.5 (23.25–37) | 34.5 (22–37.25) | 0.800 |
| CEA (ng/mL) | 3.2 (1.65–4.53) | 3.8 (1.93–5.6) | 3.05 (1.65–4.53) | 0.653 |
| CA 19–9 (U/mL) | 364.2 | 169.9 | 397.4 | 0.334 |
| cfDNA (ng/µL) | 0.95 (0.61–1.6) | 3.42 (0.58–12.93) | 0.92 (0.61–1.51) | 0.165 |
| ctDNA (ng/mL) | 2.64 | 11.84 | 2.12 | 0.012* |
| ctDNA (MAF%) | 0 (0–0.11) | 0.225 (0.12–1.03) | 0 (0–0.08) | 0.000** |
Abbreviations: ASA American Society of Anesthesiologists physical status classification system; cfDNA cell-free DNA; CRM circumferential resection margin; cT clinical Tumor site and size; cN clinical lymph node involvement; ctDNA circulating tumor DNA; CTX chemotherapy; DP distal pancreatectomy; ECOG PS Eastern Coopertive Oncology Group performance state; ICU intensive care unit; IQR interquartile range; MAF minor allele frequency; p-value (p < 0.05*, p < 0.005**); PHR pancreatic head resection; POPF postoperative pancreatic fistula; R residual tumor; TP total pancreatectomy; UICC Union internationale contre le cancer.
This table is provided by the authors of ‘Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage’ published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi: 10.1016/j.ejso.2021.11.138. PMID: 34876329) [1].
Patient demographics for metastatic pancreatic ductal cancer. Values are given as n (%) unless otherwise indicated.
| Overall | ctDNA positive | ctDNA negative | ||
|---|---|---|---|---|
| Age | 65 (58–73) | 64 (57–71) | 66 (59–73) | 0.438 |
| Male sex | 31 (66) | 17 (63) | 14 (70) | 0.618 |
| ECOG PS | ||||
| 0 | 31 (66) | 21 (77.8) | 10 (50) | 0.049* |
| 1 | 12 (25.5) | 3 (11.1) | 9 (45) | 0.009* |
| ≥2 | 4 (8.5) | 3 (11.1) | 1 (5) | 0.493 |
| Chemotherapy Line | ||||
| 1 Line | 30 (63.8) | 14 (51.9) | 16 (80) | 0.049* |
| 2 Line | 12 (25.6) | 8 (29.6) | 4 (20) | 0.247 |
| 3 Line | 5 (10.6) | 5 (18.6) | 0 | 0.044* |
| Primary localization | ||||
| Head | 17 (37) | 9 (34.6) | 8 (40) | 0.645 |
| Body | 10 (21.7) | 6 (23.1) | 4 (20) | 0.845 |
| Tail | 6 (13) | 4 (15.4) | 2 (10) | 0.508 |
| Local relapse | 13 (28.3) | 7 (26.9) | 6 (30) | 0.217 |
| Tumor stage | ||||
| cT1 | 3 (6.4) | 2 (7.4) | 1 (5) | 0.741 |
| cT2 | 26 (55.3) | 16 (59.3) | 10 (50) | 0.532 |
| cT3 | 10 (21.3) | 5 (18.5) | 5 (25) | 0.595 |
| cT4 | 8 (17) | 4 (14.8) | 4 (20) | 0.644 |
| cN+ | 25 (53.2) | 15 (55.5) | 10 (50) | 0.936 |
| Site of metastases | ||||
| Liver | 34 (72.3) | 24 (88.9) | 10 (50) | 0.028* |
| Lung | 16 (34) | 10 (37) | 6 (30) | 0.618 |
| Lymph nodes | 8 (17) | 5 (18.5) | 3 (15) | 0.754 |
| Peritoneum | 12 (25.5) | 7 (25.9) | 5 (25) | 0.943 |
| Synchronous | 28 (59.6) | 16 (59.3) | 12 (60) | 0.196 |
| Metachronous | 19 (40.4) | 11 (40.7) | 8 (40) | 0.732 |
| Vascular involvement | 23 (48.9) | 12 (44.4) | 11 (55) | 0.528 |
| Venous only | 4 (17.4) | 3 (11.1) | 1 (5) | 0.325 |
| Arterial only | 3 (13) | 2 (7.4) | 1 (5) | 0.598 |
| Both | 16 (69.6) | 7 (25.9) | 9 (45) | 0.232 |
| Total tumor volume (mL) | 28.25 | 40.68 | 11.26 | 0.073 |
| Primary tumor volume (mL) | 9.67 | 11.54 | 8.31 | 0.614 |
| Liver met volume (mL) | 19.99 | 30 | 3.66 | 0.025* |
| Lung met volume (mL) | 1.42 | 12.63 | 1.42 | 0.706 |
| Lymph node volume (mL) | 15.51 | 3.75 | 101.7 | 0.228 |
| CEA (ng/mL) | 5.9 (2.55–11.28) | 8.6 (0.75–5.19) | 5.35 (1.63–6.98) | 0.052 |
| CA 19–9 (U/mL) | 995.1 | 3074.7 | 267.2 | 0.000** |
| cfDNA (ng/µL) | 0.97 (0.63–1.77) | 0.99 (0.75–5.19) | 0.79 (0.56–1.6) | 0.155 |
| ctDNA (ng/µL) | 5.33 | 16.04 | 1.11 | 0.000** |
| ctDNA (MAF%) | 0.15 (0.05–1.51) | 1.47 (0.25–7.58) | 0.05 (0.0025–0.07) | 0.000** |
Abbreviations: cfDNA cell-free DNA; CRM circumferential resection margin; cT clinical Tumor site and size; cN clinical lymph node involvement; ctDNA circulating tumor DNA; ECOG PS Eastern Cooperative Oncology Group performance state; IQR interquartile range; MAF minor allele frequency; p-value (p < 0.05*, p < 0.005**).
This table is provided by the authors of ‘Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage’ published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi: 10.1016/j.ejso.2021.11.138. PMID: 34876329) [1].
Spearman correlation coefficients for cell-free-DNA, circulating-tumor-DNA and CA 19-9 and tumor volume.
| Localized | Volume | p | Volume | p | LN | p | LN | p | ||
| cfDNA | .081 | .619 | .081 | .619 | .116 | .391 | .111 | .413 | ||
| ctDNA MAF (%) | .077 | .573 | .077 | .573 | .331* | .030* | .393* | .009* | ||
| CA 19-9 | .104 | .488 | .104 | .488 | .145 | .320 | .146 | .318 | ||
| Metastasized | Volume | p | Volume | p | Volume | p | Volume | p | Volume | p |
| cfDNA | .397* | .009* | .034 | .841 | .391* | .011* | .017 | .918 | .011 | .945 |
| ctDNA MAF | .473* | .026* | −0.035 | .878 | .004* | .600** | .045 | .784 | .182 | .254 |
| CA 19-9 (U/mL) | .061 | .709 | .105 | .543 | .197 | .391 | .094 | .574 | .094 | .574 |
Abbreviations: cfDNA: cell-free DNA; ctDNA: circulating tumor DNA; HEP: liver tumor volume; LN: lymph nodes; MAF: minor allele frequency; p-value (p < 0.05*, p < 0.005**); OTH: other tumor volume; PUL: lung tumor volume; PRIM: primary tumor volume.
This table is provided by the authors of ‘Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage’ published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748–7983(21)00947-1. doi: 10.1016/j.ejso.2021.11.138. PMID: 34876329) [1].
Fig. 1Spearman correlation of ctDNA MAF with tumor volume subsets (A total tumor volume, B primary tumor volume, C liver metastases volume, D lung metastases volume). Abbreviations: p-value; r Spearman rho.
This figure is provided by the authors of ‘Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage’ published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi: 10.1016/j.ejso.2021.11.138. PMID: 34876329) [1].
Fig. 2Disease free survival of patients with localized PDAC depending on ctDNA detection. Abbreviations: CI confidence interval; ctDNA circulating tumor DNA; DFS disease free survival; IQR interquartile range; p-value.
This figure is provided by the authors of ‘Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage’ published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi: 10.1016/j.ejso.2021.11.138. PMID: 34876329) [1].
Fig. 3Overall Survival of patients with stage IV PDAC depending on tumor (A) total tumor volume higher than the median value of the overall population and (B) liver metastasis volume higher than the median value of the overall study population. Abbreviations: CI confidence interval; ctDNA circulating tumor DNA; mPDAC metastasized pancreatic ductal adenocarcinoma; OS overall survival; p-value.
This figure is provided by the authors of ‘Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage’ published in European Journal of Surgical Oncology (Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi: 10.1016/j.ejso.2021.11.138. PMID: 34876329) [1].
| Subject | Oncology |
| Specific subject area | Circulating tumor DNA as novel biomarker for outcome prediction in pancreatic cancer |
| Type of data | Tables, Figures, Raw data |
| How the data were acquired | Blood collection via cell-free DNA tubes (Roche, Basel, Switzerland). Centrifugation for 10 min at 200 g and 10 min at 1500 g. Storage at -20 C. Preparation on Chemagic 360 (Perkin Elmer, Waltham, Massachusetts, USA) using the kits CMG-1304 and CMG-844 which resulted in a final DNA volume of 40–50 µL quantified using Quantus fluorometer (Promega, Madison, Wisconsin, USA). Screening for most common KRAS alterations was performed using QX200™ Droplet Digital™ PCR System from Bio-Rad (Bio-Rad Laboratories, Hercules, CA, USA). All samples were screened for KRAS G12/13. Negative Samples were further screened for alterations in KRAS Q61. Data analysis was performed using QuantaSoft™ Analysis Pro-software (version 1.0.596). A threshold of 3 mutant droplets was applied for the detection of ctDNA positivity. Volumetric data was assessed from contrast enhanced dual-energy CT scans in the arterial and portal venous phase prior to treatment initiation using Syngo.via (Siemens Healthcare, Forchheim, Germany) using MM Oncology Workflow adhering to RECIST 1.1 criteria |
| Data format | Analyzed (Figures, Tables), raw (Excel) |
| Description of data collection | Blood collection and cfDNA preparation was performed at the Ordensklinikum Linz, Austria. Digital droplet PCR was performed at the Medical University of Innsbruck, Austria. Volumetric analysis was performed at the Ordensklinikum Linz, Austria. |
| Data source location | Mendeley Data: doi: |
| Data accessibility | Mendeley Data: doi: |
| Related research article | Kirchweger P, Kupferthaler A, Burghofer J, Webersinke G, Jukic E, Schwendinger S, Weitzendorfer M, Petzer A, Függer R, Rumpold H, Wundsam H. Circulating tumor DNA correlates with tumor burden and predicts outcome in pancreatic cancer irrespective of tumor stage. Eur J Surg Oncol. 2021 Dec 1:S0748-7983(21)00947-1. doi: |