A hypofractionated radiation regimen avoids the lymphopenia associated with neoadjuvant chemoradiation therapy of borderline resectable and locally advanced pancreatic adenocarcinoma
© The Author(s). 2016
Received: 17 February 2016
Accepted: 18 July 2016
Published: 16 August 2016
Preclinical studies have shown synergy between radiation therapy and immunotherapy. However, in almost all preclinical models, radiation is delivered in single doses or short courses of high doses (hypofractionated radiation). By contrast in most clinical settings, radiation is delivered as standard small daily fractions of 1.8-2 Gy to achieve total doses of 50–54 Gy (fractionated radiation). We do not yet know the optimal dose and scheduling of radiation for combination with chemotherapy and immunotherapy.
To address this, we analyzed the effect of neoadjuvant standard fractionated and hypofractionated chemoradiation on immune cells in patients with locally advanced and borderline resectable pancreatic adenocarcinoma.
We found that standard fractionated chemoradiation resulted in a significant and extended loss of lymphocytes that was not explained by a lack of homeostatic cytokines or response to cytokines. By contrast, treatment with hypofractionated radiation therapy avoided the loss of lymphocytes associated with conventional fractionation.
Hypofractionated neoadjuvant chemoradiation is associated with reduced systemic loss of T cells.
KeywordsRadiation Fractionation Chemotherapy Gemcitabine Lymphocytes Lymphodepletion Homeostatic repopulation IL-7 IL-15 Immunotherapy
Surgical resection offers the only chance of cure for non-metastatic exocrine pancreatic cancer. However, only 15 to 20 % of patients have potentially resectable disease at diagnosis; approximately 40 % have distant metastases, and another 30 to 40 % have locally advanced unresectable tumors . Typically, patients with locally advanced unresectable pancreatic cancer have tumor invasion into adjacent critical structures. The optimal management of these patients is controversial, and there is no standard approach . Therapeutic options include radiation therapy alone, chemoradiotherapy, and chemotherapy alone. For those patients with locally advanced disease that precludes resection, or those patients with borderline resectable disease , neoadjuvant treatment represents an opportunity to reduce the size of the tumor sufficiently to allow an attempt at curative resection. Novel therapeutic regimens incorporating multiple chemotherapies have increased response rates amongst patients. In a direct comparison to Gemcitabine, FOLFIRINOX significantly increased overall survival from 6.8 months to 11.1 months in metastatic pancreatic cancer patients, but like gemcitabine does not result in durable cures . This FOLFIRINOX regimen also results in increased hematological complications compared to gemcitabine . The effects on T cells has not been reported, but based on the component chemotherapies this would be expected to be significant. Similarly, the addition of Abraxane to Gemcitabine for the treatment of metastatic pancreatic cancer significantly increased overall survival from 6.7 months to 8.5 months, though increased the rate of grade three or higher leukopenia and did not increase the number of durable cures . Novel therapies are urgently needed for patients with pancreatic cancer, and we should consider how existing therapies can combine with immunotherapies that can target residual cancer cells to prevent local and distant recurrence. Cytotoxic therapies that result in the death of cancer cells also present an opportunity to use this treatment as an in situ cancer vaccine, to help in subsequent control of residual local and distant disease. In patients with other cancer types, immune responses arising from cytotoxic therapies combined with immunotherapies have been able to control extensive metastatic disease [6, 7], so using the patient’s own tumor to drive systemic immunity has a potential role in all patients [8, 9]. For these reasons it is critical to understand the effect of treatment on the immune system of patients with pancreatic adenocarcinoma.
It has long been known that traditional fractionated radiation can hinder immune responses  in part due to death of lymphocytes in the radiation field leading to systemic lymphodepletion . Similarly, many chemotherapies display significant toxicity to lymphocyte populations in vivo. For this reason, there is broad concern that daily radiation treatments over the weeks of conventional therapy may be incompatible with generating immunity to tumors. Fractionation is a critical component of radiation therapy as it takes advantage of intrinsic radiobiological differences between cancer cells and normal cells, which is necessary when extensive areas of normal tissue are incorporated in the treatment field. More recently, through a combination of advanced imaging and advanced dose delivery, it has become possible to deliver high radiation doses to tumor while minimizing the volume of normal tissue at this high dose . The relative benefit of these techniques remains a matter of discussion from the perspective of radiobiology, but from the perspective of immunology there are reasons to believe that causing acute rather than chronic antigen release would be preferred [13, 14], and chronic lymphocyte death in the tumor should be avoided. Fractionated chemoradiation therapy has been shown to result in lymphocyte loss in patients receiving treatment for pancreatic cancer , and other tumor types , and low lymphocyte counts following chemoradiation has been linked to poor treatment outcome . Traditionally fractionated radiation in pancreatic cancer provides 1.8Gy per fraction for 28 fractions, resulting in a total dose of 50.4Gy, which is biologically equivalent to a hypofractionated course of 10Gy per fraction for 3 fractions . This alternative regimen of hypofractionated radiation therapy has been shown to be similarly effective compared to fractionated radiation and safe in combination with chemotherapy for patients with pancreatic adenocarcinoma . We hypothesized that hypofractionation would minimize the lymphocyte loss associated with chemoradiation and therefore represent a superior platform for future immunotherapy combinations.
To test this hypothesis, we examined two clinical studies at our institution. The first was a prospective study in 10 patients who received neoadjuvant chemoradiotherapy with gemcitabine and standard fractionated radiation therapy for locally advanced and borderline resectable pancreatic cancer. The second was a prospective study in 10 patients who also received combined modality therapy for locally advanced and borderline resectable pancreatic cancer but in the second study radiation therapy was delivered in a hypofractionated regimen. Using samples from these patients we were able to demonstrate lymphocyte loss in the peripheral blood associated with fractionated chemoradiation. We define the lymphocyte subpopulations affected and compare circulating levels of homeostatic cytokines in serum over the course of treatment. In addition we demonstrate intact cytokine signaling in circulating lymphocytes, suggesting that they are still responsive to homeostatic cytokines. Finally, for the first time we demonstrate significant lymphocyte preservation when radiation was administered in a hypofractionated regimen. These data provide compelling evidence that hypofractionated radiation may represent a superior partner for immunotherapy combinations, and demonstrates a feasible platform on which to build immunotherapy for treatment of patients with pancreatic cancer.
Patient blood samples were obtained from two sequential prospective clinical studies of neoadjuvant chemoradiotherapy in patients with locally advanced or borderline resectable pancreatic cancer. Both studies were approved by the institutional review board at Providence Portland Medical Center, Portland OR with study ID numbers PHS 10-141B and PHS 13-026A. The clinical trial registration numbers are NCT01342224 and NCT01903083. All patients provided informed consent for treatment and participation in these studies, including analysis of serum and blood parameters over the course of the study. In both studies, patients were treated with one cycle of gemcitabine pre-RT and received additional cycles of gemcitabine post-RT or post-operatively in those patients who were eligible for surgery.
For the first study, termed ICRT, patients were treated with intensity-modulated RT or 3D conformal technique to a total dose of 50.4 Gy in 28 fractions over 5.5 weeks. Gemcitabine was given concurrent with radiation at a dose of twice-weekly gemcitabine at 50 mg/m2. For the second study, termed CRIT, patients were treated with intensity-modulated RT to a total dose of 30 Gy in 3 fractions over one week. In both studies, gross tumor disease was treated and elective nodal irradiation was minimized. A treatment schematic of the two trials is provided in Additional file 1: Figure S1.
Antibodies and reagents
For immunofluorescence staining of whole blood and PBMC, antibodies included CD45-ECD (Beckman Coulter, Indianapolis IN), CD3-e780, CD4-e450, CD8-AF700, CD15-FITC (eBioscience, San Diego, CA), CD45-FITC, CD4-PerCP-Cy5-5, CD14-PECy7, HLA-DR-APC, HLA-DR-BV421, CD8-APC-H7, CCR7-BV605, CD25-BV605, CD45RA-PECy7, CD45RO-APC-H7, CCR4-PECy7, CD38-APC, CD127-BV650 (BD Bioscience, San Jose, CA), CD14-AF700, and CD3-AF700 (Biolegend, San Diego, CA). For phosphoSTAT staining, antibodies included CD3-BV785 (Biolegend), CD4-BV605, CD8-BV510, CD14-PECy7, CD19-BV421, CD16-BV650, pSTAT3-647, pSTAT5-PE (BD Biosciences), and pSTAT1-488 (Cell Signaling Technologies, Danvers, MA). Cell types were identified according to the criteria of the Human Immunology Project , and a full list of antibodies used to identify individual cell types including those not reported here can be found in Additional file 2: Table S1. Hematological toxicity was graded according to NCI CTCAE v4.0 guidelines and is reported in Additional files 3 and 4: Tables S2 and S3.
For analysis of cell numbers in blood, whole blood was collected in lavender top K3EDTA (ethylenediaminetetraacetic acid) collection tubes and stained directly with a pre-made cocktail of fluorescent antibodies in a tube with a known number of fluorescent beads (TruCOUNT Tube, BD Biosciences) within 4 h of collection. Following staining, red blood cells were lysed using FACS Lysing solution (BD Biosciences) and analyzed on a BD LSR II flow cytometer within 24 h of staining. The absolute number of positive cells (cells/μl) was calculated by comparing cellular events to bead events. Peripheral blood mononuclear cells (PBMC) were prepared from simultaneous blood samples and were cryopreserved within 2 h of collection for analyses of sub-phenotypes. Thawed PBMC were stained directly with a pre-made cocktail of fluorescent antibodies alongside quality control (QC) PBMC standards to ensure consistency of staining. QC values outside accepted parameters were discarded and all samples were restained.
Cytokine bead assay
Serum was isolated from peripheral blood and cryopreserved. Cytokine levels in the serum were detected using a premixed human multiplex cytokine assay (Life Technologies, Grand Island, NY) or a custom Luminex performance human high sensitivity cytokine assay (R&D Systems, Minneapolis, MN) and read on a Luminex 100 array reader. Cytokine concentrations for replicates of each tumor sample were calculated according to a standard curve.
Functional response to cytokines
PBMC were thawed, rested and exposed to appropriate cytokines for 15 min at 37 °C. Cytokine concentrations were 104U/ml IFNα, 50 ng/ml IFNγ, 50 ng/ml IL-6, 50 ng/ml IL-7, 50 ng/ml IL-10, 50 ng/ml IL-21, and 50 ng/ml IL-2. Cells were then treated with paraformaldehyde for 10 min at room temperature, washed and permeabilized with cold methanol and stored at −80 °C before further analysis. To ensure comparable staining of all samples, each treatment group was stained with an individual combination of dyes to generate a unique barcode for identification on analysis [20, 21]. Thawed cells were left unstained, incubated with 0.2 μg/ml Pacific Orange (Life Technologies) or 0.03 μm/ml Pacific Orange, along with no further stain, 0.31 μg/μl Alexa 700 (Life Technologies) or 0.046 μg/ml Alexa 700. This creates 9 potential dye combinations such that each stimulation group had a unique combination of stains. Treatment groups were then washed and combined for surface staining with antibodies to distinguish the major cell types and intracellularly stained with directly conjugated antibodies for phospho-STATs. Samples were analyzed on a BD LSR II flow cytometer and each cell type was deconvoluted into treatment groups using BD FACSDiva software.
Data were analyzed and graphed using Prism (GraphPad Software, La Jolla, CA). Individual data sets were compared using Student’s T-test and analysis across multiple groups was performed using ANOVA with individual groups assessed using Tukey’s comparison.
Patient demographics and radiotherapy compliance
6 (60.0 %)
4 (40.0 %)
5 (50.0 %)
5 (50.0 %)
7 (70.0 %)
3 (30.0 %)
2 (20.0 %)
8 (80.0 %)
10 (100 %)
0 (0 %)
9 (90 %)
1 (10 %)
Fractionated radiation reduces lymphocyte counts including both the CD4 and CD8 compartment
Normalization of absolute lymphocyte counts by CBC
Percent of patients with normal ALC for 2 consecutive measurements post RT
40 % (4/10)
70 % (7/10)
Mean time to normal ALC for patients that normalize
272 days (108–523 days)
50 days (all patients)
Gamma common chain homeostatic cytokine levels remain stable or increased through treatment
Functionally intact cytokine signaling in T cells following fractionated radiation
Alternatively, there could be some functional defect in the residual T cells rendering them unable to respond to cytokine-driven homeostatic expansion. To determine whether there was a functional deficit in the T cells, we developed a multiplex assay for cytokine signaling in patient PBMC using phospho-STAT activation (based on the techniques reviewed in [20, 21]). PBMC were separated into pools and ‘barcoded’ with unique combinations of viable dyes and each pool was stimulated with a specific cytokine. Following stimulation cells were washed and combined for surface staining and intracellular p-STAT staining to ensure highly reproducible staining between the treatment groups. Following flow cytometry, samples could then be deconvoluted by ‘barcode’ and surface phenotype to analyze responses to each stimuli in each cell type (Fig. 2). Each cytokine resulted in a particular pattern of STAT activation depending on the cell type, and responses were consistent with receptor expression. For example, only monocytes responded to IFNγ with STAT1 activation, all cells responded to IL-10 with STAT3 activation but not STAT1 or STAT5, while CD8 and CD4 T cells but not monocytes treated with IL-7 responded exclusively with STAT-5 (Fig. 2). By comparing patient PBMC before and after treatment, we saw no decrease in the functional response to any cytokine, in fact CD4 T cells showed significantly higher STAT5 activation with IL-2 stimulation following therapy, and the STAT5 response to IL-7 increased in individual patients but did not achieve significance as a group (Fig. 2). These data demonstrate that homeostatic cytokines are not decreased following therapy and there is no functional impairment in cytokine signaling in T cells. These data suggest that the principles of rapid homoeostatic repopulation of lymphocytes following transient lymphopenia do not apply to the more prolonged lymphopenia that occurs following fractionated radiation combined with chemotherapy.
Hypofractionated radiation is not associated with significant long term lymphocyte loss
Comparison of gamma common chain cytokines between hypofractionated and standard fractionated treatment
Role of treatment volume in lymphopenia
These data demonstrate that there is a prolonged T cell lymphopenia associated with conventionally fractionated chemoradiation therapy for patients with pancreatic adenocarcinoma, which we propose makes this treatment regimen a poor partner for immunotherapies targeting T cells. We show for the first time in patients that the lymphopenia of chemoradiation can be avoided using a hypofractionated radiation regimen, suggesting this approach may be a superior partner for immunotherapy targeting T cells.
Traditionally fractionated radiation treatment of cancer has been known to can cause lymphocyte loss for approximately 40 years, and this issue remains despite dramatic advances in the targeting and delivery of radiation to patients. Importantly, lymphocyte loss has been observed in a range of tumor types and locations [10, 15, 16, 28–30], encompassing a range of delivery methods and chemotherapy partners. Broadly, the effect of therapy on lymphocytes has not been a major consideration in the design of treatment regimens. Recent data indicating that systemic lymphocyte and myeloid populations can be differentially affected by radiation therapy [31, 32], suggests that it may be possible to refine radiation delivery for immune consequences in addition to death of cancer cells. It may be possible to reduce lymphocyte loss through close control of PTV , but we also propose that this refinement should consider dose and fractionation. While others have described that lymphocyte declines are associated with poor prognosis in patients with pancreatic cancer, these assays were performed using complete blood counts and we do not know whether the decline involves T lymphocytes and their subpopulations . However, in a study of patients with head and neck carcinoma, those undergoing treatment with cisplatin or carboplatin along with fractionated radiation were found to have fewer CD4 and CD8 T cells in the blood than those untreated or receiving surgical treatment . T regulatory cells were not found to change in number following treatment, but did therefore increase as a proportion of CD4 or in relation to CD8 . Though in the aforementioned study, T regulatory cell numbers did not influence tumor recurrence, these T regulatory cells were functional and they may have the potential to impact immunotherapies targeting T cells. Patients with high grade glioma undergoing treatment with temozolomide and fractionated radiation were found to have a lymphocyte decrease due only to loss of CD4 T cells, with the CD8 T cells remaining relatively stable . As found in our study, at later time points in these patients loss of lymphocytes was not associated with a change in IL-7 or IL-15 cytokine levels in the peripheral blood. Similar to the head and neck carcinoma literature, T regulatory cells were found to increase as a proportion of CD4 but did not increase in number due to the overall decrease in CD4 T cells . Since we also observe a proportional increase in T regulatory cells following hypofractionated radiation therapy, this may provide a mechanistic rationale for treatments that decrease T regulatory cells in patients in conjunction with hypofractionated radiation therapy. In mouse models, depletion of T regulatory cells synergizes with hypofractionated radiation therapy for improved tumor control . In addition, therapy using anti-CTLA4, which depletes T regulatory cells in the tumor as a necessary mechanism of action [36, 37], synergizes with hypofractionated radiation therapy in mouse models [38, 39] and a number of clinical anecdotes have been reported where anti-CTLA4 plus hypofractionated palliative radiation have resulted in systemic tumor cure .
Standard treatment for locally advanced, borderline resectable pancreatic cancer and metastatic pancreatic cancer is rapidly evolving and the standard treatment is still being defined. Current approaches in the locally advanced, border line resectable setting include chemotherapy alone with either FOLFIRINOX or Gemcitabine and nab-paclitaxel (Gem/Nab) and in non-progressing patients consideration of RT followed by resection in borderline resectable patients  Increasingly, hypofractionated regimens of RT are being studied in the neoadjuvant RT setting for both biological effect as well as to shorten RT treatment time to transition patients to surgery faster [40, 41]. Hypofractionated dosing for neoadjuvant treatment of pancreatic cancer remains experimental and has not been standardized, but early phase clinical studies have demonstrated that it is well tolerated, with comparable efficacy to historical controls . These hypofractionated techniques typically deliver RT in doses of 6-10Gy in 3–5 treatments and limit fields to areas of gross disease alone. In the metastatic setting, systemic FOLFIRINOX and or Gem/Nab chemotherapy is most frequently used. RT in the metastatic setting is used for palliation and with a range of doses and fractionations. The standard course of chemotherapy in both studies included cycles of gemcitabine before and after radiation therapy. These treatment cycles had no effect on lymphocyte numbers. Chemotherapy drugs have a variable effect on immune cells. These range from myelotoxic chemotherapies such as 5-FU to lymphotoxic chemotherapies such as cyclophosphamide. A number of investigators are testing the combination of immunotherapy with chemotherapy (reviewed in ) with variable success [43–45]. It is likely that just as there are optimal doses and selections of chemotherapy that succeed as partners for immunotherapy, there are likely optimal doses and fractionations of radiation that can similarly partner with immunotherapy. While gemcitabine is generally found to be non-lymphodepleting, the FOLFIRINOX cocktail incorporates agents known to cause lymphocyte loss. It is particularly encouraging that in mouse models, systemic Gem/Nab chemotherapy plus immunotherapy was able to initiate sufficient anti-tumor immune responses for tumor control with anti-CTLA4 plus anti-PD1 therapy . Each variation of chemotherapy and radiation therapy has the potential to kill cancer cells and release antigen thus functioning as an in situ vaccine. The relative ability of the range of available approaches to synergize with immunotherapy in patients remains to be determined. Since most patients on the fractionated chemoradiation study died before lymphocyte normalization, the optimal window for immunotherapy in combination with fractionated chemoradiation likely needs to occur before, or very soon after initiation of combined therapy. Further studies will be needed to establish the precise timing of lymphocyte loss through fractionated chemoradiation to determine whether such a window exists. We recently demonstrated that anti-CTLA4 immunotherapy was optimal when delivered before radiation therapy , though, as with most preclinical work on radiation therapy and immunotherapy, this was tested using a hypofractionated regimen and chemotherapy was not present.
Using simulation, Yovino et al.  demonstrated a link between field size, the number of fractions and the dose rate in predicting blood exposure to radiation. Our hypofractionated treatment plans incorporated a significantly smaller PTV than the conventionally fractionated plans, thus the smaller PTV could explain reduced lymphopenia. However, where there were patients in each group with similar PTV, they exhibited prolonged lymphopenia following conventional fractionation but not following hypofractionation. In addition, these data are influenced by the requirement for a much steeper dose fall-off in hypofractionated treatments to minimize potential damage to nearby sensitive structures. These data hint that PTV alone is not sufficient to explain the data; however, a much larger sample size will be needed to make this conclusion. The mechanism by which hypofractionated radiation avoids the prolonged lymphodepletion in combination with chemotherapy remains to be determined. Amongst the potential explanations, as discussed, it could be due to the distinct treatment volume in the treatment groups, alternatively it could also be due to the fact that radiation treatment is completed in less than 1 week as compared to 5.5 weeks. Nevertheless, if lymphocyte numbers in the normal range are required for additional therapies, for example immunotherapy, this course of fractionated chemoradiation should be avoided. The exclusivity of the effect to the lymphocyte subpopulations suggests that this is not an effect of the hematopoietic stem cells in the bone marrow which would be expected to impact additional hematopeietic populations. In addition lymphocyte homeostasis in adults is driven by lymphocyte proliferation in secondary lymphoid organs.
Neoadjuvant and adjuvant therapies have different implications for tumor immunity. In the neoadjuvant setting, radiation is mostly targeted to gross tumor whereas in the adjuvant setting radiation is targeted to the resection site consisting mostly of healing normal tissue. In adjuvant treatment, tumor antigen release from the few residual cancer cells is likely to have less of an impact on initiating immune responses as in order to prime immunity through cytotoxic therapy, cancer cells must be present to provide antigens. Indeed, in mouse models combining immunotherapy in conjunction with surgical resection of tumors, we found that the opportunity to prime anti-tumor T cell responses was rapidly lost after the tumor was resected . This implies an additional role for neoadjuvant treatment to generate immunity in addition to its usual role of killing cancer cells. Immunohistochemical analysis of pancreatic tumors has shown relatively poor infiltration of T cells, and poor prognosis where T cell numbers are low and macrophage numbers are high . While it is logical to believe that a log lower number of T cells in the periphery will result in fewer T cells in the tumor, it remains to be determined whether this is the case in post-chemoradiation lymphopenia. Nevertheless, Campian et al. have demonstrated that systemic lymphopenia is associated with worse prognosis in patients with pancreatic adenocarcinoma . Similarly, it remains to be determined whether these lymphopenic patients are less responsive to T cell targeted immunotherapy, though there is some data that pre-treatment T cell number is a predictor of outcome following anti-CTLA4 immunotherapy . Due to the extreme resistance of pancreatic cancer to treatment, for the forseeable future the use of neoadjuvant therapy is unlikely to diminish the need for curative resection in pancreatic cancer. However, in addition to increasing the number of candidates eligible for resection, neoadjuvant therapy may be viewed as a an opportunity for combination immunotherapy to decrease local and distant recurrence by boosting immune recognition and targeting of residual cancer cells. In that setting, we propose that hypofractionated radiation regimens are most appropriate.
Neoadjuvant chemoradiation with standard fractionation is associated with durable loss of lymphocytes in patients with pancreatic cancer. In the emerging era of clinical immunotherapies, this conventional approach may be an inferior partner with treatments that rely on T lymphocytes for their action. We demonstrate that radiation therapy administration with a hypofractioned regimen preserves lymphocytes and may therefore be a superior partner for combination with immunotherapies. This has implications regarding the design of future clinical studies combining immunotherapy with conventional therapies.
CD, cluster of differentiation; Gy, gray; IFN, interferen; IL, interleukin; PBMC, peripheral blood mononuclear cells
We would like to thank the Immune Monitoring Laboratory at the Earle A. Chiles Research Institute for their effort in sample handing and cell phenotyping in this manuscript.
This study was funded by the American Cancer Society grant number RSG-12-168-01-LIB (MJG) and the National Cancer Institute grant number R01CA182311 (MJG).
Availability of data and materials
The datasets during and/or analysed during the current study available from the corresponding author on reasonable request.
BC, analysis of blood, serum and cells. YYT and AG, patient accrual, sample handling. MG, MC and TC, data analysis, writing, study design. GT and ZJ, data analysis. PH, CH, MS, PN, KY and KB, study design. RW, writing, study design. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Consent for publication
Ethical approval and consent to participate
Both studies were approved by the institutional review board at Providence Portland Medical Center, Portland OR with study ID numbers PHS 10-141B and PHS 13-026A. The clinical trial registration numbers are NCT01342224 and NCT01903083. All patients provided informed consent for treatment and participation in these studies, including analysis of serum and blood parameters over the course of the study.
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- Siegel RL, Miller KD, Jemal A. Cancer statistics, 2015. CA Cancer J Clin. 2015;65(1):5–29. doi:https://doi.org/10.3322/caac.21254.View ArticlePubMedGoogle Scholar
- Sutton JM, Abbott DE. Neoadjuvant therapy for pancreas cancer: past lessons and future therapies. World J Gastroenterol. 2014;20(42):15564–79. doi:https://doi.org/10.3748/wjg.v20.i42.15564.View ArticlePubMedPubMed CentralGoogle Scholar
- Callery M, Chang K, Fishman E, Talamonti M, Traverso W, Linehan D. Pretreatment assessment of resectable and borderline resectable pancreatic cancer: expert consensus statement. Ann Surg Oncol. 2009;16(7):1727–33. Epub 2009 Apr 24.View ArticlePubMedGoogle Scholar
- Conroy T, Desseigne F, Ychou M, Bouche O, Guimbaud R, Becouarn Y, et al. FOLFIRINOX versus gemcitabine for metastatic pancreatic cancer. N Engl J Med. 2011;364(19):1817–25. doi:https://doi.org/10.1056/NEJMoa1011923.View ArticlePubMedGoogle Scholar
- Von Hoff DD, Ervin T, Arena FP, Chiorean EG, Infante J, Moore M, et al. Increased survival in pancreatic cancer with nab-paclitaxel plus gemcitabine. N Engl J Med. 2013;369(18):1691–703. doi:https://doi.org/10.1056/NEJMoa1304369.View ArticleGoogle Scholar
- Seung SK, Curti BD, Crittenden M, Walker E, Coffey T, Siebert JC, et al. Phase 1 study of stereotactic body radiotherapy and interleukin-2--tumor and immunological responses. Sci Transl Med. 2012;4(137):137ra74. doi:https://doi.org/10.1126/scitranslmed.3003649.View ArticlePubMedGoogle Scholar
- Postow MA, Callahan MK, Barker CA, Yamada Y, Yuan J, Kitano S, et al. Immunologic correlates of the abscopal effect in a patient with melanoma. N Engl J Med. 2012;366(10):925–31. doi:https://doi.org/10.1056/NEJMoa1112824.View ArticlePubMedPubMed CentralGoogle Scholar
- Crittenden MR, Thanarajasingam U, Vile RG, Gough MJ. Intratumoral immunotherapy: using the tumour against itself. Immunology. 2005;114(1):11–22. doi:https://doi.org/10.1111/j.1365-2567.2004.02001.x.View ArticlePubMedPubMed CentralGoogle Scholar
- Marabelle A, Kohrt H, Caux C, Levy R. Intratumoral immunization: a new paradigm for cancer therapy. Clin Cancer Res. 2014;20(7):1747–56. doi:https://doi.org/10.1158/1078-0432.CCR-13-2116.View ArticlePubMedPubMed CentralGoogle Scholar
- Stewart CC, Perez CA. Effect of irradiation on immune responses. Radiology. 1976;118(1):201–10.View ArticlePubMedGoogle Scholar
- Rosen EM, Fan S, Rockwell S, Goldberg ID. The molecular and cellular basis of radiosensitivity: implications for understanding how normal tissues and tumors respond to therapeutic radiation. Cancer Invest. 1999;17(1):56–72.View ArticlePubMedGoogle Scholar
- Chang BK, Timmerman RD. Stereotactic body radiation therapy: a comprehensive review. Am J Clin Oncol. 2007;30(6):637–44. doi:https://doi.org/10.1097/COC.0b013e3180ca7cb1.View ArticlePubMedGoogle Scholar
- Liblau RS, Tisch R, Shokat K, Yang X, Dumont N, Goodnow CC, et al. Intravenous injection of soluble antigen induces thymic and peripheral T-cells apoptosis. Proc Natl Acad Sci U S A. 1996;93(7):3031–6.View ArticlePubMedPubMed CentralGoogle Scholar
- Griffith TS, Ferguson TA. Cell death in the maintenance and abrogation of tolerance: the five Ws of dying cells. Immunity. 2011;35(4):456–66. doi:https://doi.org/10.1016/j.immuni.2011.08.011.View ArticlePubMedPubMed CentralGoogle Scholar
- Wild AT, Ye X, Ellsworth SG, Smith JA, Narang AK, Garg T, et al. The association between chemoradiation-related lymphopenia and clinical outcomes in patients with locally advanced pancreatic adenocarcinoma. Am J Clin Oncol. 2013. doi:https://doi.org/10.1097/COC.0b013e3182940ff9.Google Scholar
- Savage AM, Pritchard JA, Deeley TJ, Davies BH. Immunological state of patients with carcinoma of the bronchus before and after radiotherapy. Thorax. 1980;35(7):500–5.View ArticlePubMedPubMed CentralGoogle Scholar
- Gough MJ, Crittenden MR, Young KH. Comparing equals when evaluating immunotherapy with different doses and fractions of radiation therapy. Immunotherapy. 2015:1–3. doi:https://doi.org/10.2217/IMT.15.58.
- Mahadevan A, Jain S, Goldstein M, Miksad R, Pleskow D, Sawhney M, et al. Stereotactic body radiotherapy and gemcitabine for locally advanced pancreatic cancer. Int J Radiat Oncol Biol Phys. 2010;78(3):735–42. doi:https://doi.org/10.1016/j.ijrobp.2009.08.046.View ArticlePubMedGoogle Scholar
- Maecker HT, McCoy JP, Nussenblatt R. Standardizing immunophenotyping for the human immunology project. Nat Rev Immunol. 2012;12(3):191–200. doi:https://doi.org/10.1038/nri3158.PubMedPubMed CentralGoogle Scholar
- Clutter MR, Krutzik PO, Nolan GP. Phospho-specific flow cytometry in drug discovery. Drug Discov Today Technol. 2005;2(3):295–302. doi:https://doi.org/10.1016/j.ddtec.2005.08.010.View ArticlePubMedGoogle Scholar
- Krutzik PO, Irish JM, Nolan GP, Perez OD. Analysis of protein phosphorylation and cellular signaling events by flow cytometry: techniques and clinical applications. Clin Immunol. 2004;110(3):206–21. doi:https://doi.org/10.1016/j.clim.2003.11.009.View ArticlePubMedGoogle Scholar
- Callery MP, Chang KJ, Fishman EK, Talamonti MS, William Traverso L, Linehan DC. Pretreatment assessment of resectable and borderline resectable pancreatic cancer: expert consensus statement. Ann Surg Oncol. 2009;16(7):1727–33. doi:https://doi.org/10.1245/s10434-009-0408-6.View ArticlePubMedGoogle Scholar
- Gattinoni L, Finkelstein SE, Klebanoff CA, Antony PA, Palmer DC, Spiess PJ, et al. Removal of homeostatic cytokine sinks by lymphodepletion enhances the efficacy of adoptively transferred tumor-specific CD8+ T cells. J Exp Med. 2005;202(7):907–12. doi:https://doi.org/10.1084/jem.20050732.View ArticlePubMedPubMed CentralGoogle Scholar
- Dummer W, Niethammer AG, Baccala R, Lawson BR, Wagner N, Reisfeld RA, et al. T cell homeostatic proliferation elicits effective antitumor autoimmunity. J Clin Invest. 2002;110(2):185–92. doi:https://doi.org/10.1172/JCI15175.View ArticlePubMedPubMed CentralGoogle Scholar
- Dudley ME, Wunderlich JR, Yang JC, Sherry RM, Topalian SL, Restifo NP, et al. Adoptive cell transfer therapy following non-myeloablative but lymphodepleting chemotherapy for the treatment of patients with refractory metastatic melanoma. J Clin Oncol. 2005;23(10):2346–57. doi:https://doi.org/10.1200/JCO.2005.00.240.View ArticlePubMedPubMed CentralGoogle Scholar
- Prlic M, Blazar BR, Khoruts A, Zell T, Jameson SC. Homeostatic expansion occurs independently of costimulatory signals. J Immunol. 2001;167(10):5664–8. doi:https://doi.org/10.4049/jimmunol.167.10.5664.View ArticlePubMedGoogle Scholar
- Goldrath AW, Bogatzki LY, Bevan MJ. Naive T cells transiently acquire a memory-like phenotype during homeostasis-driven proliferation. J Exp Med. 2000;192(4):557–64.View ArticlePubMedPubMed CentralGoogle Scholar
- Fuks Z, Strober S, Bobrove AM, Sasazuki T, McMichael A, Kaplan HS. Long term effects of radiation of T and B lymphocytes in peripheral blood of patients with Hodgkin’s disease. J Clin Invest. 1976;58(4):803–14.View ArticlePubMedPubMed CentralGoogle Scholar
- Grossman SA, Ellsworth S, Campian J, Wild AT, Herman JM, Laheru D, et al. Survival in patients with severe lymphopenia following treatment with radiation and chemotherapy for newly diagnosed solid tumors. J Natl Compr Cancer Netw. 2015;13(10):1225–31.Google Scholar
- Yovino S, Kleinberg L, Grossman SA, Narayanan M, Ford E. The etiology of treatment-related lymphopenia in patients with malignant gliomas: modeling radiation dose to circulating lymphocytes explains clinical observations and suggests methods of modifying the impact of radiation on immune cells. Cancer Invest. 2013;31(2):140–4. doi:https://doi.org/10.3109/07357907.2012.762780.View ArticlePubMedPubMed CentralGoogle Scholar
- Kachikwu EL, Iwamoto KS, Liao YP, DeMarco JJ, Agazaryan N, Economou JS, et al. Radiation enhances regulatory T cell representation. Int J Radiat Oncol Biol Phys. 2011;81(4):1128–35. doi:https://doi.org/10.1016/j.ijrobp.2010.09.034.View ArticlePubMedGoogle Scholar
- Crittenden MR, Savage T, Cottam B, Bahjat KS, Redmond WL, Bambina S, et al. The peripheral myeloid expansion driven by murine cancer progression is reversed by radiation therapy of the tumor. PLoS One. 2013;8(7):e69527. doi:https://doi.org/10.1371/journal.pone.0069527.View ArticlePubMedPubMed CentralGoogle Scholar
- Schuler PJ, Harasymczuk M, Schilling B, Saze Z, Strauss L, Lang S, et al. Effects of adjuvant chemoradiotherapy on the frequency and function of regulatory T cells in patients with head and neck cancer. Clin Cancer Res. 2013;19(23):6585–96. doi:https://doi.org/10.1158/1078-0432.CCR-13-0900.View ArticlePubMedGoogle Scholar
- Ellsworth S, Balmanoukian A, Kos F, Nirschl CJ, Nirschl TR, Grossman SA, et al. Sustained CD4 T cell-driven lymphopenia without a compensatory IL-7/IL-15 response among high-grade glioma patients treated with radiation and temozolomide. Oncoimmunology. 2014;3(1):e27357. doi:https://doi.org/10.4161/onci.27357.View ArticlePubMedPubMed CentralGoogle Scholar
- Bos PD, Plitas G, Rudra D, Lee SY, Rudensky AY. Transient regulatory T cell ablation deters oncogene-driven breast cancer and enhances radiotherapy. J Exp Med. 2013;210(11):2435–66. doi:https://doi.org/10.1084/jem.20130762.View ArticlePubMedPubMed CentralGoogle Scholar
- Simpson TR, Li F, Montalvo-Ortiz W, Sepulveda MA, Bergerhoff K, Arce F, et al. Fc-dependent depletion of tumor-infiltrating regulatory T cells co-defines the efficacy of anti-CTLA-4 therapy against melanoma. J Exp Med. 2013;210(9):1695–710. doi:https://doi.org/10.1084/jem.20130579.View ArticlePubMedPubMed CentralGoogle Scholar
- Selby MJ, Engelhardt JJ, Quigley M, Henning KA, Chen T, Srinivasan M, et al. Anti-CTLA-4 antibodies of IgG2a isotype enhance antitumor activity through reduction of intratumoral regulatory T cells. Cancer Immunol Res. 2013;1(1):32–42. doi:https://doi.org/10.1158/2326-6066.CIR-13-0013.View ArticlePubMedGoogle Scholar
- Demaria S, Kawashima N, Yang AM, Devitt ML, Babb JS, Allison JP, et al. Immune-mediated inhibition of metastases after treatment with local radiation and CTLA-4 blockade in a mouse model of breast cancer. Clin Cancer Res. 2005;11(2 Pt 1):728–34. doi:11/2/728.Google Scholar
- Sharabi AB, Nirschl CJ, Kochel CM, Nirschl TR, Francica BJ, Velarde E, et al. Stereotactic radiation therapy augments antigen-specific PD-1 mediated anti-tumor immune responses via cross-presentation of tumor antigen. Cancer Immunol Res. 2014. doi:https://doi.org/10.1158/2326-6066.CIR-14-0196.PubMedPubMed CentralGoogle Scholar
- Herman JM, Chang DT, Goodman KA, Dholakia AS, Raman SP, Hacker-Prietz A, et al. Phase 2 multi-institutional trial evaluating gemcitabine and stereotactic body radiotherapy for patients with locally advanced unresectable pancreatic adenocarcinoma. Cancer. 2015;121(7):1128–37. doi:https://doi.org/10.1002/cncr.29161.View ArticlePubMedGoogle Scholar
- Chuong MD, Springett GM, Freilich JM, Park CK, Weber JM, Mellon EA, et al. Stereotactic body radiation therapy for locally advanced and borderline resectable pancreatic cancer is effective and well tolerated. Int J Radiat Oncol Biol Phys. 2013;86(3):516–22. doi:https://doi.org/10.1016/j.ijrobp.2013.02.022.View ArticlePubMedGoogle Scholar
- Chen G, Emens LA. Chemoimmunotherapy: reengineering tumor immunity. Cancer Immunol Immunother. 2013;62(2):203–16. doi:https://doi.org/10.1007/s00262-012-1388-0.View ArticlePubMedPubMed CentralGoogle Scholar
- Lynch TJ, Bondarenko I, Luft A, Serwatowski P, Barlesi F, Chacko R, et al. Ipilimumab in combination with paclitaxel and carboplatin as first-line treatment in stage IIIB/IV non-small-cell lung cancer: results from a randomized, double-blind, multicenter phase II study. J Clin Oncol. 2012;30(17):2046–54. doi:https://doi.org/10.1200/JCO.2011.38.4032.View ArticlePubMedGoogle Scholar
- Reck M, Bondarenko I, Luft A, Serwatowski P, Barlesi F, Chacko R, et al. Ipilimumab in combination with paclitaxel and carboplatin as first-line therapy in extensive-disease-small-cell lung cancer: results from a randomized, double-blind, multicenter phase 2 trial. Ann Oncol. 2013;24(1):75–83. doi:https://doi.org/10.1093/annonc/mds213.View ArticlePubMedGoogle Scholar
- Antonia SJ, Mirza N, Fricke I, Chiappori A, Thompson P, Williams N, et al. Combination of p53 cancer vaccine with chemotherapy in patients with extensive stage small cell lung cancer. Clin Cancer Res. 2006;12(3 Pt 1):878–87. doi:https://doi.org/10.1158/1078-0432.CCR-05-2013.View ArticlePubMedGoogle Scholar
- Winograd R, Byrne KT, Evans RA, Odorizzi PM, Meyer AR, Bajor DL, et al. Induction of T-cell immunity overcomes complete resistance to PD-1 and CTLA-4 blockade and improves survival in pancreatic carcinoma. Cancer Immunol Res. 2015;3(4):399–411. doi:https://doi.org/10.1158/2326-6066.CIR-14-0215.View ArticlePubMedPubMed CentralGoogle Scholar
- Young KH, Baird JR, Savage T, Cottam B, Friedman D, Bambina S, et al. Optimizing timing of immunotherapy improves control of tumors by hypofractionated radiation therapy. PLoS One. 2016;11(6):e0157164. doi:https://doi.org/10.1371/journal.pone.0157164.View ArticlePubMedPubMed CentralGoogle Scholar
- Gough MJ, Crittenden MR, Sarff M, Pang P, Seung SK, Vetto JT, et al. Adjuvant therapy with agonistic antibodies to CD134 (OX40) increases local control after surgical or radiation therapy of cancer in mice. J Immunother. 2010;33(8):798–809. doi:https://doi.org/10.1097/CJI.0b013e3181ee7095.View ArticlePubMedPubMed CentralGoogle Scholar
- Mitchem JB, Brennan DJ, Knolhoff BL, Belt BA, Zhu Y, Sanford DE, et al. Targeting tumor-infiltrating macrophages decreases tumor-initiating cells, relieves immunosuppression, and improves chemotherapeutic responses. Cancer Res. 2013;73(3):1128–41. doi:https://doi.org/10.1158/0008-5472.CAN-12-2731.View ArticlePubMedGoogle Scholar
- Campian JL, Sarai G, Ye X, Marur S, Grossman SA. Association between severe treatment-related lymphopenia and progression-free survival in patients with newly diagnosed squamous cell head and neck cancer. Head Neck. 2014;36(12):1747–53. doi:https://doi.org/10.1002/hed.23535.View ArticlePubMedPubMed CentralGoogle Scholar
- Ku GY, Yuan J, Page DB, Schroeder SE, Panageas KS, Carvajal RD, et al. Single-institution experience with ipilimumab in advanced melanoma patients in the compassionate use setting: lymphocyte count after 2 doses correlates with survival. Cancer. 2010;116(7):1767–75. doi:https://doi.org/10.1002/cncr.24951.View ArticlePubMedPubMed CentralGoogle Scholar