Comparative Effectiveness of Chemotherapy Alone Versus Radiotherapy-Based Regimens in Locally Advanced Pancreatic Cancer: A Real-World Multicenter Analysis (PAULA-1)
by
, , , , , , , , and add
Show full author list
Alessandra Arcelli
1,*, 
Giuseppe Tarantino
2,
Francesco Cellini
3,4
,
Milly Buwenge
5,
Gabriella Macchia
6
,
Federica Bertini
7,
Alessandra Guido
1,
Francesco Deodato
3,6,
Savino Cilla
8,
Valerio Scotti
9,
Maria Elena Rosetto
10,
Igor Djan
11,
Salvatore Parisi
12,
Gian Carlo Mattiucci
3,13, 
Michele Fiore
14,15,
Pierluigi Bonomo
16,
Liliana Belgioia
17,18,
Rita Marina Niespolo
19,
Pietro Gabriele
20,
Mariacristina Di Marco
21,
Nicola Simoni
22,
Johnny Ma
1,5,
Lidia Strigari
23,
Renzo Mazzarotto
24,†
and
Alessio Giuseppe Morganti
1,5,†
add
Show full author list
1
Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
2
Dana Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
3
Radioterapia Oncologica ed Ematologia, Dipartimento Universitario Diagnostica per Immagini, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
4
Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy
5
Radiation Oncology, Department of Medical and Surgical Sciences—DIMEC, University of Bologna, 40138 Bologna, Italy
6
Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy
7
Radiation Oncology Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081 Aviano, Italy
8
Medical Physics Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy
9
San Rossore Private Hospital, 56122 Pisa, Italy
10
Radiotherapy Unit, Ospedale Belcolle, 01100 Viterbo, Italy
11
Institute of Oncology Vojvodina, Sremska Kamenica, Medical Faculty, University of Novi Sad, 21204 Novi Sad, Serbia
12
Radiotherapy Unit, Ospedale Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy
13
Radiation Oncology, Mater Olbia Hospital, 07026 Olbia, Italy
14
Research Unit of Radiation Oncology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, 00128 Rome, Italy
15
Operative Research Unit of Radiation Oncology, Fondazione Policlinico Campus Bio-Medico di Roma, 00128 Rome, Italy
16
Radiation Oncology, Azienda Ospedaliero Universitaria Careggi, 50134 Florence, Italy
17
Department of Radiotherapy, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
18
Health Science Departmente (DISSAL), University of Genoa, 16132 Genova, Italy
19
Radiation Oncology, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy
20
Department of Radiotherapy, Fondazione del Piemonte per l’Oncologia (FPO), IRCCS Candiolo, 10060 Candiolo, Italy
21
Oncology Unit, Department of Medical and Surgical Sciences—DIMEC, University of Bologna, S. Orsola-Malpighi Hospital, 40138 Bologna, Italy
22
Radiotherapy Unit, Azienda Ospedaliera Universitaria, 43126 Parma, Italy
23
Department of Medical Physics, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
24
Radiotherapy Unit, University Hospital, 37126 Verona, Italy
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work and share the senior authorship.
Curr. Oncol. 2023, 30(6), 5690-5703; https://doi.org/10.3390/curroncol30060427
Submission received: 5 April 2023
/
Revised: 30 May 2023
/
Accepted: 4 June 2023
/
Published: 10 June 2023
(This article belongs to the Special Issue New Frontiers in Treatment of Pancreatic Cancer)
Abstract
:Different options for locally advanced pancreatic cancer (LAPC) are available based on international guidelines: chemotherapy (CHT), chemoradiation (CRT), and stereotactic body radiotherapy (SBRT). However, the role of radiotherapy is debated in LAPC. We retrospectively compared CHT, CRT, and SBRT ± CHT in a real-world setting in terms of overall survival (OS), local control (LC), and distant metastasis-free survival (DMFS). LAPC patients from a multicentric retrospective database were included (2005–2018). Survival curves were calculated using the Kaplan–Meier method. Multivariable Cox analysis was performed to identify predictors of LC, OS, and DMFS. Of the 419 patients included, 71.1% were treated with CRT, 15.5% with CHT, and 13.4% with SBRT. Multivariable analysis showed higher LC rates for CRT (HR: 0.56, 95%CI 0.34–0.92, p = 0.022) or SBRT (HR: 0.27, 95%CI 0.13–0.54, p < 0.001), compared to CHT. CRT (HR: 0.44, 95%CI 0.28–0.70, p < 0.001) and SBRT (HR: 0.40, 95%CI 0.22–0.74, p = 0.003) were predictors of prolonged OS with respect to CHT. No significant differences were recorded in terms of DMFS. In selected patients, the addition of radiotherapy to CHT is still an option to be considered. In patients referred for radiotherapy, CRT can be replaced by SBRT considering its duration, higher LC rate, and OS rate, which are at least comparable to that of CRT.
1. Introduction
The five-year overall survival (OS) rate of pancreatic cancer patients ranges between 7% and 10% [1]. Moreover, pancreatic cancer is estimated to become the second leading cause of cancer-related mortality before 2030 [2]. Locally advanced pancreatic cancer (LAPC) is an unresectable disease that represents 30–40% of newly diagnosed pancreatic cancer, and which has an intermediate prognosis between resectable and metastatic patients [3].
International guidelines suggest several therapeutic options in LAPC, such as chemotherapy (CHT) alone, CHT followed by conventionally fractionated chemoradiation (CRT), and stereotactic body radiotherapy (SBRT), possibly combined with CHT. [4] SBRT is an emerging technique in LAPC, allowing reduced irradiation of healthy organs and a very short treatment duration.
CHT alone and CHT plus CRT were compared in phase III randomized trials with conflicting results [5,6,7], while SBRT was never tested in randomized trials on LAPC. In fact, some phase II trials showed OS and local control (LC) rates almost comparable to CRT or CHT, with a good short-term toxicity profile [8,9,10,11]. Furthermore, a systematic review reported improved 2-year OS after SBRT (26.9%) compared to standard CRT (13.7%) in this setting (p = 0.004) [12]. However, more data are needed to definitively assess the potential role of SBRT in LAPC [13]. Moreover, real-world data comparing treatment options available in this setting are lacking.
Based on this background, we retrospectively compared CHT alone, CRT +/− CHT, and SBRT +/− CHT in LAPC patients, with an updated follow-up in terms of OS, LC, and distant metastasis-free survival (DMFS). We performed an observational, multicenter, retrospective study on a large database including only LAPC patients.
2. Materials and Methods
2.1. Study Design
This was a retrospective observational multicenter study (PAULA-1) that included LAPC patients from 15 institutions in Italy, including academic and non-academic centers. Eight centers had a Surgery Department dedicated to pancreatic surgery with >20 pancreatic resections per year. Patients were treated between January 2005 and March 2018, either with CHT alone, CRT (delivered with conventionally fractionated RT) +/− CHT, and SBRT +/− CHT, with an updated follow-up. The endpoints of the analysis were OS, LC, and DMFS.
2.2. Eligibility
In this analysis we included LAPC patients (clinical stage T3–4) not previously treated with radiotherapy or chemotherapy, not previously or subsequently treated with abdominal surgery, and without distant metastases (Figure S1). Patients were assigned to the LAPC category, preferably after discussion within a multidisciplinary board. We admit that the definition of “LAPC” based on vascular involvement can vary between different institutions, according to the volume of surgery departments and to the different expertise of surgeon and radiologists involved in the discussion of clinical cases.
Only patients with cytologic or histologic evidence of LAPC adenocarcinoma were included, while subjects with mucinous cystadenocarcinoma, small-cell carcinoma, or islet cell or papillary cystic neoplasm were excluded.
The American Joint Committee on Cancer’s eighth edition staging system was used to classify patients. Patients with lymph node metastases were considered to be those with a nodal short axis more than 10 mm at contrast-enhanced CT scan.
2.3. Treatment
Details of SBRT and CRT planning and delivery techniques were previously described [14,15]. Patients treated with CHT, alone or with CRT, received gemcitabine- or fluoropyrimidine-based regimens. CRT and SBRT were combined with CHT in most patients. The choice of therapy was based on the discussion of clinical cases within multidisciplinary teams.
2.4. Follow-Up
Regular follow-up examinations were carried out three weeks after the treatment and every 3–4 months thereafter. Patients were followed up with routine blood tests, Ca19-9, and contrast-enhanced CT scan. Local disease progression was defined as a >20% increase in the sum of tumor diameters from the baseline, or as the appearance of new metastatic lesions in regional lymph nodes. The diagnosis of local progression or distant metastases during follow-up was based on periodic contrast-enhanced CT scans, supplemented by 18F-FDG-PET/CT and/or MRI in equivocal cases, with no need for pathological confirmation.
2.5. Statistical Analysis
Descriptive statistics included median and percentages for continuous and categorical variables, respectively. Continuous variables were compared in descriptive analysis with the Kruskal–Wallis test. Patient and treatment characteristics among the three patient cohorts were compared using the Chi-square test. Kaplan–Meier survival curves [16] were calculated from the initiation of CHT (in patients receiving CHT alone) and from the initiation of radiotherapy (in patients treated with CRT or SBRT), and were tested with the log-rank test [17]. In univariate analysis, we tested the prognostic impact of the following parameters: treatment, age, gender, performance status assessed using the Eastern Cooperative Oncology Group (ECOG) score for cancer patients by oncology healthcare professionals, tumor site (pancreatic head, body, tail—based on the CT scan report) and diameter, clinical tumor and nodal stage. Considering the inclusion in this study of only LAPC (cT3-4) patients, the tumor diameter was analyzed using the values of 3 and 4 cm as the cut-off. With the aim to identify predictors of LC, OS, and DMFS, multivariate Cox’s proportional hazards ratios [18] were calculated to estimate the independent effects of all parameters with a statistical significance level < 0.1 at univariate analysis. Proportionality assumption in the Cox model was checked with the scaled Schoenfeld residuals for each covariate, correlating the corresponding set of scaled Schoenfeld residuals with time, to test for independence between residuals and time. A p-value < 0.05 was considered statistically significant. Patients lost to follow-up were analyzed up to the time of dropout and then excluded from statistical analysis. Statistical analysis was performed with IBM SPSS (IBM SPSS Statistics for Windows, Inc., Version 28.0; IBM Corp, Armonk, NY, USA) and with MedCalc version 22.001.
2.6. Ethical Issues
The institutional review boards of the participating centers approved the study protocol (201/2015/O/OssN). All enrolled patients signed a written informed consent.
3. Results
3.1. Patients and Treatment Characteristics
Four hundred and nineteen patients were included in this analysis. Thirty-two patients (7.6%) were lost to follow-up. Their characteristics are reported in Table 1.
Median follow-up was 16.6 months (range: 3.0–92.0). Two hundred and ninety-eight patients were treated with CRT (71.1%), 65 (15.5%) with CHT alone, and 56 (13.4%) with SBRT. Of the patients treated with CRT and SBRT, 71.8% and 73.2% received CHT before or after radiotherapy, respectively. Patients treated with CHT alone had a significantly higher rate of subjects with ECOG performance status 1–2 (compared to ECOG 0; p = 0.005), with tumor in the pancreatic tail (p = 0.004), with clinical T4 stage (p = 0.012) and clinical N1 stage (p < 0.001). Across the treatment cohorts, gemcitabine- and fluoropyrimidine-based regimens were used in 56.8% and 35.3% of patients, respectively. Further details on the CHT regimens administered in the analyzed patient cohorts are reported in Paragraph S2. The median radiotherapy total dose was 30.0 Gy (range: 18.0–45.0) in the SBRT cohort, with 48.0 Gy median BEDα/β10 (range: 28.0–78.7). The median total dose was 50.4 Gy (range: 10.8–66.0) in the CRT cohort, with 59.4 Gy median BEDα/β10 (range: 12.7–115.1).
3.2. Outcomes
3.2.1. Local Control
In univariate analysis, both patients with tumors of the pancreatic body (p = 0.020) and subjects treated with SBRT or CRT (p < 0.001) showed prolonged LC (Table 2).
The multivariable analysis (Table 2) comparing the three therapeutic options confirmed the higher LC rates obtained at univariate analysis (Figure 1), compared to patients undergoing CHT alone, in subjects treated with both CRT (HR: 0.56, 95%CI 0.34–0.92, p = 0.022) and SBRT (HR: 0.27, 95%CI 0.13–0.54, p < 0.001).
The impact (statistical significance or trend) of the tumor site and cN stage was not confirmed. Furthermore, excluding patients treated with CHT, subjects undergoing SBRT showed higher LC rates compared to patients treated with CRT (HR: 0.46, 95%CI 0.25–0.83, p = 0.011). Moreover, the higher LC rate in patients with LAPC in the pancreatic body was also confirmed (HR: 0.53, 95%CI 0.32–0.88, p < 0.015).
3.2.2. Distant Metastasis-Free Survival
In univariate analysis, patients with cT4 tumors (p < 0.001) showed significantly prolonged DMFS rates (Table 3). However, at multivariable analysis, patients with cT4 LAPC showed only a statistical trend for prolonged DMFS, while no differences were recorded between the three treatment cohorts. Moreover, the correlations between DMFS and gender were not confirmed.
3.2.3. Overall Survival
In univariate analysis, patients with lower Ca19-9 levels (below the median value of our cohort) and with LAPC in the pancreatic tail showed improved OS (p = 0.042 and p = 0.025, respectively), while patients with ECOG 2 performance status showed significantly worse OS compared to patients with ECOG 0–1 (p = 0.007). Moreover, compared to patients treated with CHT alone, subjects receiving CRT and SBRT showed improved OS (p < 0.001) (Table 4, Figure 2).
However, comparing patients treated with CHT alone and patients undergoing SBRT alone or CRT alone (without CHT before and after irradiation), we did not record significant differences in terms of median survival (CHT alone: 10.0 months; SBRT alone: 11.8 months; CRT alone: 14.0 months; p = 0.323).
The multivariable analysis comparing the three therapeutic options showed prolonged OS compared to patients undergoing CHT alone, in subjects treated with both CRT (HR: 0.44, 95%CI 0.28–0.70, p < 0.001) and SBRT (HR: 0.40, 95%CI 0.22–0.74, p = 0.003). Moreover, the higher OS rates in patients with LAPC in the pancreatic tail were also confirmed (HR: 0.30, 95%CI 0.11–0.82, p = 0.019). The correlation of OS with ECOG, tumor diameter, Ca 19.9 levels, cT, and cN stage, were not confirmed. Furthermore, excluding patients treated with CHT alone, subjects undergoing SBRT did not show significant differences compared to patients undergoing CRT.
4. Discussion
4.1. Summary and Contributions
We performed a real-world analysis of clinical outcomes in patients with LAPC treated with three different therapeutic options updating their follow-up data. The analysis showed results comparable to those reported in randomized trials. In patients undergoing CHT alone, the median OS was 10 months, which is within the range of the results reported in three randomized trials (9.2–16.5 months) [5,6,7]. Likewise, the median OS was 15 months in patients treated with CRT, similar to the same randomized trials (range: 8.6–15.2 months) [5,6,7,19]. Moreover, the median OS was 19 months in patients treated with SBRT, similar to the results reported in a meta-analysis (median OS: 17 months) [20].
Our analysis also showed that patients undergoing radiotherapy (CRT or SBRT) +/− CHT had better prognostic characteristics compared to patients undergoing CHT alone. This difference could explain the better results in terms of OS recorded in patients undergoing radiotherapy +/− CHT compared to those undergoing CHT alone. Randomized trials evaluating the impact of combining CHT with CRT showed conflicting results, with one trial reporting a detrimental effect of CRT [5], one showing an improvement in progression-free survival but not in OS [6] after CRT, and finally, one recording a significantly improved OS in patients treated with the combined modality treatment [7].
4.2. Strenght and Limitations
Even within the limits of a non-randomized study, our analysis confirms the positive results of the latter trial [7], or at least that the addition of CRT to CHT improves LC, does not have a negative effect on OS, and can improve both median and long-term OS in selected patients. Indeed, not only was median OS prolonged in patients treated with CRT and SBRT (15 and 19 months, respectively) compared to CHT alone (10 months), but also the 4-year OS rates were higher in patients treated with CRT and SBRT (12.4% and 13.5%, respectively), compared to CHT alone (0.0%). For these reasons, further studies are needed to clarify the impact of the combination of radiotherapy with CHT, and above all to define the patient population who can obtain a significant advantage from this combined modality treatment, both in terms of outcome and quality of life. However, it should be stressed that the results of our comparisons should be considered with caution, considering the heterogeneity of our patient series. For example, the CHT regimens used in the CHT cohort were different from those administered in the SBRT and CRT cohorts, although this difference did not reach statistical significance.
In terms of comparison between CRT and SBRT, our analysis confirms the results of some studies reporting a higher LC rate after SBRT [15,21]. Conversely, the difference between the median OS recorded after CRT and SBRT (15 vs. 19 months, respectively) was not statistically significant, unlike some studies comparing matched cohorts [22,23], and one meta-analysis [12] showing a significant benefit in patients treated with SBRT. This difference could be explained by the different design of the latter studies compared to our analysis, together with the relatively small sample size of our SBRT cohort.
Furthermore, it should be noted that the radiotherapy dose delivered in the SBRT cohort was quite low (median BEDα/β10Gy: 48 Gy) compared to some studies showing a clinical benefit in patients undergoing SBRT with a BED α/β10 Gy > 70 Gy [24] or > 100 Gy [25]. It should also be noted that the follow-up of our patients was based only on contrast-enhanced CT scans without a centralized imaging review, and that the limitations of CT scans in the local evaluation of pancreatic cancer after radiotherapy are well known [26]. Another unexpected result of our analysis is the higher metastasis-free survival rate in patients with cT4 compared to cT3 stage. This data suggests that tumors growing more locally without developing hematogenous metastases, and are intrinsically less metastatic for biological reasons. The identification of factors predictive of only local tumor development would be useful in selecting patients to undergo local consolidative therapies, such as radiotherapy, after systemic treatment. Wilson et al. [27] reported that patients with less FDG-avid pancreatic tumors are less likely to metastasize, and may therefore benefit from upfront local treatment intensification. Therefore, future research in this area seems warranted.
Our study has several limitations. The retrospective design of this analysis is inherently related to a risk of selection bias, which is only partially corrected by the multivariable analysis. Considering the prolonged enrollment period (2005-2018), it is possible that some patients, especially in the CHT-only cohort, may have been treated with systemic regimens that are now considered obsolete, i.e. gemcitabine. Moreover, patients undergoing definitive CHT had poorer prognostic characteristics in terms of ECOG, cT, and cN (Table 1). Indeed, a recent metanalysis [28] of 11 studies showed 24.2 months pooled the median OS in 315 LAPC patients treated with FOLFIRINOX, longer than previous data reported with gemcitabine (11–13 months) [5,7]. Moreover, two recent phase II randomized trials comparing modified FOLFIRINOX versus gemcitabine and nab-paclitaxel [29], or versus gemcitabine plus oxaliplatin and 5-FU [30] in LAPC, provided similar clinical outcomes and efficacy. Conversely, SBRT patients were more likely to receive those “modern CHT regimens”, considering the relatively recent introduction of this technique.
Furthermore, some data were missing; in particular, Ca19-9 levels (33.2%), the cN stage (5.2% of patients), and dose/fractionation (15.5% of patients). It was not possible to analyze the impact of different treatments on resectability, acute and late toxicity, quality of life and symptoms relief. Although a systematic literature review reported 84.9% (95%CI, 75.8–91.5%) overall pain response in LAPC patients treated with SBRT [31], studies comparing the pain-relieving effect of SBRT with other treatment options in this setting are still missing.
Furthermore, our analysis only included patients undergoing SBRT in a few fractions, or CRT delivered with standard fractionation, and therefore we were unable to compare these treatments with different regimens (e.g., radiotherapy protocols based on moderate hypofractionation). Moreover, our analysis included several and numerically limited subgroups of patients undergoing different chemotherapy regimens (Supplementary Paragraph S2), and this precluded the possibility of comparing results based on systemic therapy protocols. Finally, the exclusion from the analysis of patients who underwent a pancreatectomy before or after treatment did not allow comparisons between the different treatments in terms of resectability.
4.3. Future Studies
Future randomized trials should investigate modern CHT regimens as gemcitabine + nab paclitaxel or FOLFIRINOX in combination with SBRT. In particular, these studies should define the LAPC population who might benefit from such aggressive CHT regimens, in combination with modern radiotherapy techniques in the neoadjuvant setting.
Results on immunotherapy (IT) failed to demonstrate an advantage in terms of outcomes in pancreatic cancer. IT resistance of pancreatic cancer could be due to the biological phenotype of this disease, defined as “cold”, as a result of its non-T cell-inflammation capability. According to the immune modulation effect of radiation therapy, immunoresistance could be overcome through a combination of IT with radiotherapy. Consequently, future studies should investigate the association of IT and radiotherapy as a novel strategy to convert LAPC from a “cold” to a “hot” tumor amenable to IT [32].
Moreover, some epidemiological risk factors [33] such as tobacco smoking, imbalanced diet and various metabolic pathways predisposing the patient to obesity act as negative predictive factors for different outcomes. Future studies are needed to select patients who are more responsive to novel therapies based on several clinical characteristics.
5. Conclusions
Even considering these limitations, our analysis suggests that: (i) in daily clinical practice, at least in selected patients, the addition of radiotherapy to CHT is an option to be considered; (ii) in patients suitable for radiotherapy, CRT can be replaced by SBRT, also considering the shorter treatment duration (iii) and the low risk of acute toxicity [12,33,34,35,36,37,38,39].
Future studies in this field should aim to: (i) define predictive models potentially able to define the optimal individualized treatment for patients with LAPC among the available therapeutic options; (ii) compare the therapeutic options in terms of impact on the quality of life, in particular on pain, considering the poor prognosis of these patients, and therefore the palliative aim of treatment; (iii) compare the available therapies in terms of resectability rates after treatment, considering that surgical resection still represents the only possibility of cure for these patients.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/curroncol30060427/s1, Figure S1: Flow chart of inclusion and exclusion procession; Paragraph S2: Detailed description of chemotherapy protocols used in the three analyzed cohorts.
Author Contributions
Conceptualization, A.G.M., G.M., R.M., J.M. and A.A.; methodology, L.S., R.M., A.G.M., A.A., F.B., J.M. and M.B.; software, G.T., A.G.M. and M.B.; validation, A.G. and G.T.; formal analysis, G.T., G.C.M., A.G.M., M.B., F.C., J.M. and A.A.; investigation, A.G., L.S., A.A., F.B.; resources, A.A., G.M., F.D., S.C., S.P., M.F., P.G., F.C., M.E.R., P.B., L.B., R.M.N., N.S. and I.D.; data curation, A.G., A.A., F.B., G.M., F.D., S.C., S.P., M.F., P.G., F.C., M.E.R., V.S., I.D., P.B., L.B., R.M.N., M.D.M., N.S., R.M. and A.G.M.; writing—original draft preparation, A.A., M.B., G.T. and A.G.M.; writing—review and editing, M.B., A.A., A.G.M. and F.B.; supervision, A.G.M. and R.M. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Ethics Committee of IRCCS Azienda Ospedaliero-Universitaria di Bologna (protocol code: 201/2015/O/OssN 13/10/2015).
Informed Consent Statement
Informed consent was obtained from all subjects involved in the study.
Data Availability Statement
The data presented in this study are available on request from the corresponding author.
Acknowledgments
The authors sincerely acknowledge AIRO (Italian Association of Radiation Oncology and Clinical Oncology) Group for Gastrointestinal Cancer for supporting the study.
Conflicts of Interest
The authors declare no conflict of interest.
List of Abbreviations
BED: biologically effective dose; CI: confidence interval; CHT: chemotherapy; CRT: chemoradiation; DMFS: distant metastasis free survival; ECOG: Eastern Cooperative Oncology Group; HR: Hazard ratio; IT: immunotherapy; LAPC: locally advanced pancreatic cancer; LC: local control; OS: overall survival; SBRT: stereotactic body radiotherapy.
References
- Siegel, R.L.; Miller, K.D.; Jemal, A. Cancer statistics, 2019. CA Cancer J. Clin. 2019, 69, 7–34. [Google Scholar] [CrossRef] [Green Version]
- Rahib, L.; Smith, B.D.; Aizenberg, R.; Rosenzweig, A.B.; Fleshman, J.M.; Matrisian, L.M. Projecting cancer incidence and deaths to 2030: The unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer Res. 2014, 74, 2913–2921. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Brown, Z.J.; Heh, V.; Labiner, H.E.; Brock, G.N.; Ejaz, A.; Dillhoff, M.; Tsung, A.; Pawlik, T.M.; Cloyd, J.M. Surgical resection rates after neoadjuvant therapy for localized pancreatic ductal adenocarcinoma: Meta-analysis. Br. J. Surg. 2022, 110, 34–42. [Google Scholar] [CrossRef]
- 4. National Comprehensive Cancer Network Clinical Practice Guidelines in Oncology (NCCN Guidelines) Pancreatic Ade-nocarcinoma. Version 2.2022. Available online: https://www.nccn.org/professionals/physician_gls/pdf/pancreatic.pdf (accessed on 4 January 2023).
- Chauffert, B.; Mornex, F.; Bonnetain, F.; Rougier, P.; Mariette, C.; Bouché, O.; Bosset, J.F.; Aparicio, T.; Mineur, L.; Azzedine, A.; et al. Phase III trial comparing intensive induction chemoradiotherapy (60 Gy, infusional 5-FU and intermittent cisplatin) followed by maintenance gemcitabine with gemcitabine alone for locally advanced unresectable pancreatic cancer. Definitive results of the 2000-01 FFCD/SFRO study. Ann. Oncol. 2008, 19, 1592–1599. [Google Scholar] [CrossRef] [PubMed]
- Hammel, P.; Huguet, F.; van Laethem, J.L.; Goldstein, D.; Glimelius, B.; Artru, P.; Borbath, I.; Bouché, O.; Shannon, J.; André, T.; et al. Effect of chemoradiotherapy vs. chemotherapy on survival in patients with locally advanced pancreatic cancer controlled after 4 months of gemcitabine with or without erlotinib: The LAP07 randomized clinical trial. JAMA 2016, 315, 1844–1853. [Google Scholar] [CrossRef]
- Loehrer, P.J.; Feng, Y.; Cardenes, H.; Wagner, L.; Brell, J.M.; Cella, D.; Flynn, P.; Ramanathan, R.K.; Crane, C.H.; Alberts, S.R.; et al. Gemcitabine alone versus gemcitabine plus radiotherapy in patients with locally advanced pancreatic cancer: An Eastern Cooperative Oncology Group trial. J. Clin. Oncol. 2011, 29, 4105–4112. [Google Scholar] [CrossRef]
- Herman, J.M.; Chang, D.T.; Goodman, K.A.; Dholakia, A.S.; Raman, S.P.; Hacker-Prietz, A.; Iacobuzio-Donahue, C.A.; Griffith, M.E.; Pawlik, T.M.; Pai, J.S.; et al. Phase 2 multiinstitutional trial evaluating gemcitabine and stereotactic body radiotherapy for patients with locally advanced unresectable pancreatic adenocarcinoma. Cancer 2015, 121, 1128–1137. [Google Scholar] [CrossRef]
- Schellenberg, D.; Goodman, K.A.; Lee, F.; Chang, S.; Kuo, T.; Ford, J.M.; Fisher, G.A.; Quon, A.; Desser, T.S.; Norton, J.; et al. Gemcitabine chemotherapy and single-fraction stereotactic body radiotherapy for locally advanced pancreatic cancer. Int. J. Radiat. Oncol. Biol. Phys. 2008, 72, 678–686. [Google Scholar] [CrossRef] [PubMed]
- Schellenberg, D.; Kim, J.; Christman-Skieller, C.; Chun, C.L.; Columbo, L.A.; Ford, J.M.; Fisher, G.A.; Kunz, P.L.; Van Dam, J.; Quon, A.; et al. Single-fraction stereotactic body radiation therapy and sequential gemcitabine for the treatment of locally advanced pancreatic cancer. Int. J. Radiat. Oncol. Biol. Phys. 2011, 81, 181–188. [Google Scholar] [CrossRef]
- Polistina, F.; Costantin, G.; Casamassima, F.; Francescon, P.; Guglielmi, R.; Panizzoni, G.; Febbraro, A.; Ambrosino, G.U. Unresectable locally advanced pancreatic cancer: A multimodal treatment using neoadjuvant chemoradiotherapy (gemcitabine plus stereotactic radiosurgery) and subsequent surgical exploration. Ann. Surg. Oncol. 2010, 17, 2092–2101. [Google Scholar] [CrossRef]
- Tchelebi, L.T.; Lehrer, E.J.; Trifiletti, D.M.; Sharma, N.K.; Gusani, N.J.; Crane, C.H.; Zaorsky, N.G. Conventionally fractionated radiation therapy versus stereotactic body radiation therapy for locally advanced pancreatic cancer (CRiSP): An international systematic review and meta-analysis. Cancer 2020, 126, 2120–2131. [Google Scholar] [CrossRef]
- Cellini, F.; Arcelli, A.; Simoni, N.; Caravatta, L.; Buwenge, M.; Calabrese, A.; Brunetti, O.; Genovesi, D.; Mazzarotto, R.; Deodato, F.; et al. Basics and frontiers on pancreatic cancer for radiation oncology: Target delineation, SBRT, SIB technique, MRgRT, particle therapy, immunotherapy, and clinical guidelines. Cancers 2020, 12, 1729. [Google Scholar] [CrossRef]
- Arcelli, A.; Guido, A.; Buwenge, M.; Simoni, N.; Mazzarotto, R.; Macchia, G.; Deodato, F.; Cilla, S.; Bonomo, P.; Scotti, V.; et al. Higher Biologically Effective Dose Predicts Survival in SBRT of Pancreatic Cancer: A Multicentric Analysis (PAULA-1). Anticancer Res. 2020, 40, 465–472. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Arcelli, A.; Buwenge, M.; Macchia, G.; Bertini, F.; Guido, A.; Deodato, F.; Cilla, S.; Scotti, V.; Rosetto, M.E.; Djan, I.; et al. Stereotactic body radiotherapy vs. conventionally fractionated chemoradiation in locally advanced pancreatic cancer: A multicenter case-control study (PAULA-1). Cancer Med. 2020, 9, 7879–7887. [Google Scholar] [CrossRef] [PubMed]
- Kaplan, E.; Meier, P. Nonparametric Estimation from Incomplete Observations. Am. J. Stat. Assoc. 1958, 53, 457–481. [Google Scholar] [CrossRef]
- Peto, R.; Peto, J. Asymptotically efficient rank invariant procedures. J. R. Stat. Soc. 1972, 135, 185–207. [Google Scholar] [CrossRef]
- Cox, D.R. Regression models and life tables (with discussion). J. R. Stat. Soc. Ser. B 1972, 74, 187–220. [Google Scholar]
- Mukherjee, S.; Hurt, C.N.; Bridgewater, J.; Falk, S.; Cummins, S.; Wasan, H.; Crosby, T.; Jephcott, C.; Roy, R.; Radhakrishna, G.; et al. Gemcitabine-based or capecitabine-based chemoradiotherapy for locally advanced pancreatic cancer (SCALOP): A multicentre, randomised, phase 2 trial. Lancet Oncol. 2013, 14, 317–326. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Petrelli, F.; Comito, T.; Ghidini, A.; Torri, V.; Scorsetti, M.; Barni, S. Stereotactic Body Radiation Therapy for Locally Advanced Pancreatic Cancer: A Systematic Review and Pooled Analysis of 19 Trials. Int. J. Radiat. Oncol. Biol. Phys. 2017, 97, 313–322. [Google Scholar] [CrossRef]
- Lin, J.C.; Jen, Y.M.; Li, M.H.; Chao, H.L.; Tsai, J.T. Comparing outcomes of stereotactic body radiotherapy with intensity-modulated radio therapy for patients with locally advanced unresectable pancreatic cancer. Eur. J. Gastroenterol. Hepatol. 2015, 27, 259–264. [Google Scholar] [CrossRef]
- De Geus, S.W.L.; Eskander, M.F.; Kasumova, G.G.; Ng, S.C.; Kent, T.S.; Mancias, J.D.; Callery, M.P.; Mahadevan, A.; Tseng, J.F. Stereotactic body radiotherapy for unresected pancreatic cancer: A nationwide review. Cancer 2017, 123, 4158–4167. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zhong, J.; Patel, K.; Switchenko, J.; Cassidy, R.J.; Hall, W.A.; Gillespie, T.; Patel, P.R.; Kooby, D.; Landry, J. Outcomes for patients with locally advanced pancreatic adenocarcinoma treated with stereotactic body radiation therapy versus conventionally fractionated radiation. Cancer 2017, 123, 3486–3493. [Google Scholar] [CrossRef] [Green Version]
- Rudra, S.; Jiang, N.; Rosenberg, S.A.; Olsen, J.R.; Roach, M.C.; Wan, L.; Portelance, L.; Mellon, E.A.; Bruynzeel, A.; Lagerwaard, F.; et al. Using adaptive magnetic resonance image-guided radiation therapy for treatment of inoperable pancreatic cancer. Cancer Med. 2019, 8, 2123–2132. [Google Scholar] [CrossRef]
- Reyngold, M.; O’Reilly, E.M.; Varghese, A.M.; Fiasconaro, M.; Zinovoy, M.; Romesser, P.B.; Wu, A.; Hajj, C.; Cuaron, J.J.; Tuli, R.; et al. Association of Ablative Radiation Therapy with Survival among Patients with Inoperable Pancreatic Cancer. JAMA Oncol. 2021, 7, 735–738. [Google Scholar] [CrossRef]
- Dudeja, V.; Greeno, E.W.; Walker, S.P.; Jensen, E.H. Neoadjuvant chemoradiotherapy for locally advanced pancreas cancer rarely leads to radiological evidence of tumour regression. HPB 2013, 15, 661–667. [Google Scholar] [CrossRef] [Green Version]
- Wilson, J.M.; Mukherjee, S.; Brunner, T.B.; Partridge, M.; Hawkins, M.A. Correlation of 18F-Fluorodeoxyglucose Positron Emission Tomography Parameters with Patterns of Disease Progression in Locally Advanced Pancreatic Cancer after Definitive Chemoradiotherapy. Clin. Oncol. 2017, 29, 370–377. [Google Scholar] [CrossRef] [Green Version]
- Ozaka, M.; Nakachi, K.; Kobayashi, S.; Ohba, A.; Imaoka, H.; Terashima, T.; Ishii, H.; Mizusawa, J.; Katayama, H.; Kataoka, T.; et al. Hepatobiliary and Pancreatic Oncology Group of Japan Clinical Oncology Group (JCOG). A andomized phase II study of modified FOLFIRINOX versus gemcitabine plus nab-paclitaxel for locally advanced pancreatic cancer (JCOG1407). Eur. J. Cancer 2023, 181, 135–144. [Google Scholar] [CrossRef]
- Su, Y.Y.; Chiu, Y.F.; Li, C.P.; Yang, S.H.; Lin, J.; Lin, S.J.; Chang, P.Y.; Chiang, N.J.; Shan, Y.S.; Ch’ang, H.J.; et al. A phase II and omized trial of induction chemotherapy followed by concurrent chemoradiotherapy in locally advanced pancreatic cancer: The Taiwan Cooperative Oncology Group T2212 study. Br. J. Cancer 2022, 126, 1018–1026. [Google Scholar] [CrossRef]
- Suker, M.; Beumer, B.R.; Sadot, E.; Marthey, L.; Faris, J.E.; Mellon, E.A.; El-Rayes, B.F.; Wang-Gillam, A.; Lacy, J.; Hosein, P.J.; et al. FOLFIRINOX for locally advanced pancreatic cancer: A systematic review and patient-level meta-analysis. Lancet Oncol. 2016, 17, 801–810. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Buwenge, M.; Macchia, G.; Arcelli, A.; Frakulli, R.; Fuccio, L.; Guerri, S.; Grassi, E.; Cammelli, S.; Cellini, F.; Morganti, A.G. Stereotactic radiotherapy of pancreatic cancer: A systematic review on pain relief. J. Pain Res. 2018, 11, 2169–2178. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Piper, M.; Hoen, M.; Darragh, L.B.; Knitz, M.W.; Nguyen, D.; Gadwa, J.; Durini, G.; Karakoc, I.; Grier, A.; Neupert, B.; et al. Simultaneous targeting of PD-1 and IL-2Rβγ with radiation therapy inhibits pancreatic cancer growth and metastasis. Cancer Cell 2023, 41, 950–969. [Google Scholar] [CrossRef]
- Cronin, K.A.; Scott, S.; Firth, A.U.; Sung, H.; Henley, S.J.; Sherman, R.L.; Siegel, R.L.; Anderson, R.N.; Kohler, B.A.; Benard, V.B.; et al. Annual report to the nation on the status of cancer, part 1: National cancer statistics. Cancer 2022, 128, 4251–4284. [Google Scholar] [CrossRef]
- Gurka, M.K.; Collins, S.P.; Slack, R.; Tse, G.; Charabaty, A.; Ley, L.; Berzcel, L.; Lei, S.; Suy, S.; Haddad, N.; et al. Stereotactic body radiation therapy with concurrent full-dose gemcitabine for locally advanced pancreatic cancer: A pilot trial demonstrating safety. Radiat. Oncol. 2013, 8, 44. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Park, J.J.; Hajj, C.; Reyngold, M.; Shi, W.; Zhang, Z.; Cuaron, J.J.; Crane, C.H.; O’Reilly, E.M.; Lowery, M.A.; Yu, K.H.; et al. Stereotactic body radiation vs. intensity-modulated radiation for unresectable pancreatic cancer. Acta Oncol. 2017, 56, 1746–1753. [Google Scholar] [CrossRef] [Green Version]
- Rwigema, J.C.; Parikh, S.D.; Heron, D.E.; Howell, M.; Zeh, H.; Moser, A.J.; Bahary, N.; Quinn, A.; Burton, S. A Stereotactic body radiotherapy in the treatment of advanced adenocarcinoma of the pancreas. Am. J. Clin. Oncol. 2011, 34, 63–69. [Google Scholar] [CrossRef]
- Rajagopalan, M.S.; Heron, D.E.; Wegner, R.E.; Zeh, H.J.; Bahary, N.; Krasinskas, A.M.; Lembersky, B.; Brand, R.; Moser, A.J.; Quinn, A.E.; et al. Pathologic response with neoadjuvant chemotherapy and stereotactic body radiotherapy for borderline resectable and locally-advanced pancreatic cancer. Radiat. Oncol. 2013, 8, 254. [Google Scholar] [CrossRef] [Green Version]
- Moningi, S.; Dholakia, A.S.; Raman, S.P.; Blackford, A.; Cameron, J.L.; Le, D.T.; De Jesus-Acosta, A.M.; Hacker-Prietz, A.; Rosati, L.M.; Assadi, R.K.; et al. The role of stereotactic body radiation therapy for pancreatic cancer: A single-institution experience. Ann. Surg. Oncol. 2015, 22, 2352–2358. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tozzi, A.; Comito, T.; Alongi, F.; Navarria, P.; Iftode, C.; Mancosu, P.; Reggiori, G.; Clerici, E.; Rimassa, L.; Zerbi, A.; et al. SBRT in unresectable advanced pancreatic cancer: Preliminary results of a mono-institutional experience. Radiat. Oncol. 2013, 8, 148. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Figure 1.
Actuarial local control: comparison between chemoradiation (CRT), chemotherapy (CHT), and stereotactic body radiotherapy (SBRT).
Figure 1.
Actuarial local control: comparison between chemoradiation (CRT), chemotherapy (CHT), and stereotactic body radiotherapy (SBRT).
Figure 2.
Actuarial overall survival: comparison between chemoradiation (CRT), chemotherapy (CHT), and stereotactic body radiotherapy (SBRT).
Figure 2.
Actuarial overall survival: comparison between chemoradiation (CRT), chemotherapy (CHT), and stereotactic body radiotherapy (SBRT).
Table 1.
Patients and treatments characteristics.
| Variable | Value | Total (%) | CRT (%) | CHT (%) | SBRT (%) | p |
|---|---|---|---|---|---|---|
| Age (years) | Median (range) | 66 (34–90) | 67 (34–90) | 63 (44–88) | 68 (36–89) | |
| ≤65 | 199 (47.5) | 140 (47.0) | 35 (53.8) | 24 (42.9) | 0.457 | |
| >65 | 220 (52.5) | 158 (53.0) | 30 (46.2) | 32 (57.1) | ||
| Gender | M | 226 (53.9) | 164 (55.0) | 31 (47.7) | 31 (55.4) | 0.546 |
| F | 193 (46.1) | 134 (45.0) | 34 (52.3) | 25 (44.6) | ||
| ECOG | 0 | 167 (39.9) | 121 (40.7) | 19 (29.2) | 27 (48.2) | 0.005 |
| 1 | 131 (31.2) | 71 (23.8) | 37 (56.9) | 23 (41.1) | ||
| 2 | 33 (7.9) | 21 (7.0) | 7 (10.8) | 5 (8.9) | ||
| Missing | 88 (21.0) | 85 (28.5) | 2 (3.1) | 1 (1.8) | ||
| Tumor site | Head | 283 (67.5) | 207 (69.5) | 43 (66.2) | 33 (58.9) | 0.004 |
| Body | 105 (25.1) | 75 (25.2) | 11 (16.9) | 19 (33.9) | ||
| Tail | 26 (6.2) | 12 (4.0) | 10 (15.4) | 4 (7.2) | ||
| Missing | 5 (1.2) | 4 (1.3) | 1 (1.5) | 0 (0.0) | ||
| Tumor diameter (cm) | Median (range) | 3.9 (1.2–10.0) | 3.6 (1.4–10.0) | 4.0 (2.0–7.0) | 3.9 (1.2–8.7) | |
| <3.0 | 59 (14.1) | 44 (14.8) | 8 (12.2) | 7 (12.5) | 0.271 | |
| ≥3.0 and <3.9 | 112 (26.7) | 84 (28.2) | 9 (13.9) | 19 (33.9) | ||
| ≥3.9 | 248 (59.2) | 170 (57.0) | 48 (73.9) | 30 (53.6) | ||
| Clinical T stage | 3 | 144 (34.4) | 117 (39.3) | 10 (15.4) | 17 (30.4) | 0.012 |
| 4 | 275 (65.6) | 181 (60.7) | 55 (84.6) | 39 (69.6) | ||
| Clinical N stage | 0 | 165 (39.4) | 131 (44.0) | 0 (0.0) | 34 (60.7) | <0.001 |
| 1–2 | 232 (55.4) | 156 (52.3) | 54 (98.2) | 22 (39.3) | ||
| Missing | 22 (5.2) | 11 (3.7) | 11 (1.8) | 0 (0.0) | ||
| CHT | Gemcitabine-based | 238 (56.8) | 165 (55.4) | 50 (76.9) | 23 (41.1) | 0.098 |
| Fluopyrimidine-based | 148 (35.3) | 123 (41.2) | 7 (10.8) | 18 (32.1) | ||
| Others | 18 (4.3) | 10 (3.4) | 8 (12.3) | / | / | |
| No | 15 (3.6) | / | / | 15 (26.8) | / | |
| Total dose (Gy) | Median (range) | 50.4 (10.8–66.0) | 50.4 (10.8–66.0) | / | 30.0 (18.0–45.0) | / |
| Ca 19-9 (U/mL) | Median (range) | 235 (1–25,663) | 220 (1–25,663) | 290 (1–6206) | 203 (1–20,000) | 0.389 |
| BEDα/β 10 Gy | Median (range) | 59.4 (12.7–115.1) | 59.4 (12.7–115.1) | / | 48.0 (28.0–78.7) | / |
| BEDα/β 10 Gy | <59.4 Gy | 109 (26.0) | 58 (19.5) | / | 51 (91.1) | <0.001 |
| ≥59.4 Gy | 245 (58.5) | 240 (80.5) | / | 5 (8.9) | ||
| Missing | 65 (15.5) | / | 65 (100.0) | / | / | |
| Treatment | CRT | 298 (71.1) | / | / | / | / |
| CHT | 65 (15.5) | / | / | / | ||
| SBRT | 56 (13.4) | / | / | / |
BED: Biologically Effective Dose; CHT: chemotherapy; CRT: chemoradiation; ECOG: Eastern Cooperative Oncology Group; SBRT: stereotactic body radiotherapy.
Table 2.
Univariate and multivariate analysis on LC.
| Univariate Analysis | LC Multivariate Analysis | |||||||
|---|---|---|---|---|---|---|---|---|
| Variable | Value | 1-Year LC (%) | 2-Year LC (%) | Median LC (Months) | p | HR | 95% CI | p |
| Age | ≤65 | 68.3 | 46.2 | 21 | 0.124 | |||
| >65 | 60.5 | 39.3 | 17 | |||||
| Gender | M | 64.3 | 42.8 | 18 | 0.629 | |||
| F | 64.0 | 41.8 | 20 | |||||
| ECOG | 0 | 63.8 | 47.7 | 21 | 0.108 | |||
| 1 | 52.6 | 34.2 | 14 | |||||
| 2 | 62.2 | 0.0 | 15 | |||||
| Tumor site | Head | 61.3 | 37.5 | 17 | 0.020 | |||
| Body | 71.1 | 33.5 | 28 | |||||
| Tail | 58.8 | 29.8 | 17 | |||||
| Tumor diameter (cm) | <3.0 | 60.0 | 39.9 | 15 | 0.191 | |||
| ≥3.0 and <3.9 | 57.2 | 33.1 | 15 | |||||
| ≥3.9 | 68.3 | 47.3 | 22 | |||||
| cT stage | 3 | 63.1 | 39.9 | 17 | 0.695 | |||
| 4 | 64.7 | 43.7 | 20 | |||||
| cN stage | 0 | 69.4 | 48.9 | 21 | 0.081 | |||
| 1-2 | 60.7 | 39.3 | 17 | |||||
| Ca 19-9 (U/mL) | ≤235 | 39.6 | 23.7 | 16 | 0.801 | |||
| >235 | 42.1 | 21.5 | 19 | |||||
| Treatment | CRT | 66.6 | 45.4 | 19 | <0.001 | |||
| CHT | 42.9 | 13.8 | 9 | |||||
| SBRT | 79.0 | 60.6 | NR | |||||
| CHT vs. CRT | CRT | 0.61 | 0.37–1.00 | 0.053 | ||||
| tumor site: body | 0.58 | 0.35–0.95 | 0.032 | |||||
| CRT vs. CHT vs. SBRT | CRT | 0.56 | 0.34–0.92 | 0.022 | ||||
| SBRT | 0.27 | 0.13–0.54 | <0.001 | |||||
| CRT vs. SBRT | tumor site: body | 0.53 | 0.32–0.88 | 0.015 | ||||
| SBRT | 0.46 | 0.25–0.83 | 0.011 | |||||
| CHT vs. CRT + SBRT | tumor site: body | 0.54 | 0.33–0.90 | 0.019 | ||||
| CHT vs. SBRTT | tumor site: body | 0.30 | 0.11–0.79 | 0.015 | ||||
CHT: chemotherapy; CRT: chemoradiation; DMFS: distant metastases-free survival; ECOG: Eastern Cooperative Oncology Group; LC: local control; OS: overall survival; SBRT: stereotactic body radiotherapy.
Table 3.
Univariate and multivariate analysis on DMFS.
| Univariate Analysis | DMFS Multivariate Analysis | |||||||
|---|---|---|---|---|---|---|---|---|
| Variable | Value | 1-Year DMFS (%) | 2-Year DMFS (%) | Median DMFS (Months) | p | HR | 95% CI | p |
| Age | ≤65 | 56.3 | 37.8 | 15 | 0.539 | |||
| >65 | 50.9 | 32.2 | 13 | |||||
| Gender | M | 57.1 | 39.4 | 16 | 0.061 | |||
| F | 49.6 | 30.1 | 12 | |||||
| ECOG | 0 | 55.1 | 34.2 | 14 | 0.824 | |||
| 1 | 53.7 | 31.3 | 14 | |||||
| 2 | 48.9 | 29.3 | 12 | |||||
| Tumor site | Head | 47.8 | 32.6 | 12 | 0.289 | |||
| Body | 60.7 | 35.4 | 14 | |||||
| Tail | 73.6 | 43.6 | 24 | |||||
| Tumor diameter (cm) | <3.0 | 53.9 | 26.6 | 13 | 0.273 | |||
| ≥3.0 and <3.9 | 48.5 | 27.8 | 12 | |||||
| ≥3.9 | 55.8 | 40.2 | 15 | |||||
| cT stage | 3 | 39.0 | 25.1 | 10 | <0.001 | |||
| 4 | 61.0 | 40.0 | 16 | |||||
| cN stage | 0 | 53.5 | 40.9 | 15 | 0.274 | |||
| 1–2 | 52.6 | 33.0 | 13 | |||||
| Ca 19-9 (U/mL) | ≤235 | 33.5 | 26.8 | 13 | 0.930 | |||
| >235 | 31.9 | 22.8 | 13 | |||||
| BED (α/β 10 Gy) | <59.4 Gy | 47.6 | 20.1 | 12 | 0.039 | |||
| ≥59.4 Gy | 55.0 | 41.4 | 16 | |||||
| Treatment | CRT | 52.2 | 34.8 | 13 | 0.819 | |||
| CHT | 59.1 | 42.2 | 15 | |||||
| SBRT | 55.6 | 24.0 | 14 | |||||
| CRT vs. CHT vs. SBRT | cT4 | 0.68 | 0.47–1.00 | 0.056 | ||||
Table 4.
Univariate and multivariate analysis on OS.
| Univariate Analysis | OS Multivariate Analysis | |||||||
|---|---|---|---|---|---|---|---|---|
| Variable | Value | 1-Year OS (%) | 2-Year OS (%) | Median OS (Months) | p | HR | 95% CI | p |
| Age | ≤65 | 61.4 | 31.0 | 16 | 0.177 | |||
| >65 | 60.0 | 22.2 | 14 | |||||
| Gender | M | 61.1 | 25.9 | 15 | 0.605 | |||
| F | 60.2 | 26.6 | 15 | |||||
| ECOG | 0 | 72.8 | 39.1 | 19 | 0.007 | |||
| 1 | 58.2 | 23.9 | 15 | |||||
| 2 | 56.1 | 10.9 | 13 | |||||
| Tumor site | Head | 56.9 | 21.1 | 14 | 0.025 | |||
| Body | 65.8 | 32.6 | 17 | |||||
| Tail | 76.2 | 54.3 | 28 | |||||
| Tumor diameter (cm) | <3.0 | 64.2 | 30.5 | 14 | 0.088 | |||
| ≥3.0 and <3.9 | 70.1 | 33.0 | 16 | |||||
| ≥3.9 | 62.0 | 22.3 | 15 | |||||
| cT stage | 3 | 52.7 | 19.7 | 13 | 0.078 | |||
| 4 | 65.0 | 29.9 | 16 | |||||
| cN stage | 0 | 68.4 | 23.9 | 16 | 0.068 | |||
| 1-2 | 55.8 | 26.6 | 14 | |||||
| Ca 19-9 (U/mL) | ≤235 | 35.5 | 12.2 | 18 | 0.042 | |||
| >235 | 25.5 | 4.7 | 15 | |||||
| Treatment | CRT | 62.2 | 29.1 | 15 | <0.001 | |||
| CHT | 36.0 | 12.2 | 10 | |||||
| SBRT | 81.9 | 27.1 | 19 | |||||
| CHT vs. CRT | CRT | 0.44 | 0.27–0.70 | <0.001 | ||||
| CRT vs. CHT vs. SBRT | CRT | 0.44 | 0.28–0.70 | <0.001 | ||||
| SBRT | 0.40 | 0.22–0.74 | 0.003 | |||||
| CRT vs. SBRT | tumor site: tail | 0.30 | 0.11–0.82 | 0.019 | ||||
| CHT vs. CRT + SBRT | tumor site: tail | 0.30 | 0.11–0.82 | 0.019 | ||||
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
MDPI and ACS Style
Arcelli, A.; Tarantino, G.; Cellini, F.; Buwenge, M.; Macchia, G.; Bertini, F.; Guido, A.; Deodato, F.; Cilla, S.; Scotti, V.; et al. Comparative Effectiveness of Chemotherapy Alone Versus Radiotherapy-Based Regimens in Locally Advanced Pancreatic Cancer: A Real-World Multicenter Analysis (PAULA-1). Curr. Oncol. 2023, 30, 5690-5703. https://doi.org/10.3390/curroncol30060427
AMA Style
Arcelli A, Tarantino G, Cellini F, Buwenge M, Macchia G, Bertini F, Guido A, Deodato F, Cilla S, Scotti V, et al. Comparative Effectiveness of Chemotherapy Alone Versus Radiotherapy-Based Regimens in Locally Advanced Pancreatic Cancer: A Real-World Multicenter Analysis (PAULA-1). Current Oncology. 2023; 30(6):5690-5703. https://doi.org/10.3390/curroncol30060427
Chicago/Turabian StyleArcelli, Alessandra, Giuseppe Tarantino, Francesco Cellini, Milly Buwenge, Gabriella Macchia, Federica Bertini, Alessandra Guido, Francesco Deodato, Savino Cilla, Valerio Scotti, and et al. 2023. "Comparative Effectiveness of Chemotherapy Alone Versus Radiotherapy-Based Regimens in Locally Advanced Pancreatic Cancer: A Real-World Multicenter Analysis (PAULA-1)" Current Oncology 30, no. 6: 5690-5703. https://doi.org/10.3390/curroncol30060427
APA StyleArcelli, A., Tarantino, G., Cellini, F., Buwenge, M., Macchia, G., Bertini, F., Guido, A., Deodato, F., Cilla, S., Scotti, V., Rosetto, M. E., Djan, I., Parisi, S., Mattiucci, G. C., Fiore, M., Bonomo, P., Belgioia, L., Niespolo, R. M., Gabriele, P., ... Morganti, A. G. (2023). Comparative Effectiveness of Chemotherapy Alone Versus Radiotherapy-Based Regimens in Locally Advanced Pancreatic Cancer: A Real-World Multicenter Analysis (PAULA-1). Current Oncology, 30(6), 5690-5703. https://doi.org/10.3390/curroncol30060427
