Abstract
Simple Summary
We investigated the feasibility and immunogenicity of an autologous Dendritic Cell (DC) vaccine pulsed with peptide neoantigens in combination with a standard of care regimen. The vaccine program took place in a serous endometrial mismatch repair (MMR) deficiency setting. We demonstrate for the first time the feasibility of producing a peptide DC vaccine in endometrial carcinoma. The safety and immunogenicity of this personalized vaccine was demonstrated by the detection of polyfunctional and durable T-cell responses.
Abstract
Endometrial cancer (EC) is a common gynecological malignancy and the fourth most common malignancy in European and North American women. Amongst EC, the advanced serous, p53-mutated, and pMMR subtypes have the highest risk of relapse despite optimal standard of care therapy. At present, there is no standard of care maintenance treatment to prevent relapse among these high-risk patients. Vaccines are a form of immunotherapy that can potentially increase the immunogenicity of pMMR, serous, and p53-mutated tumors to render them responsive to check point inhibitor-based immunotherapy. We demonstrate, for the first time, the feasibility of generating a personalized dendritic cell vaccine pulsed with peptide neoantigens in a patient with pMMR, p53-mutated, and serous endometrial adenocarcinoma (SEC). The personalized vaccine was administered in combination with systemic chemotherapy to treat an inoperable metastatic recurrence. This treatment association demonstrated the safety and immunogenicity of the personalized dendritic cell vaccine. Interestingly, a complete oncological response was obtained with respect to both radiological assessment and the tumor marker CA-125.
Keywords: endometrial cancer, cancer vaccines, immunotherapy, neoantigens
1. Introduction
Endometrial cancer (EC) is the most common malignancy that affects the female reproductive system. In 2018, 121,500 new cases have been estimated in Europe [1].
One-fifth of the cases are diagnosed at an advanced stage (stage III or IV), for which the 5-year overall survival is only 68% and 17%, respectively [2]. Between 10% and 19% of endometrial carcinomas are considered high-risk tumors. These tumors can be subtyped into either high-grade endometrioid or non-endometrioid tumors. These have a high potential for lymphovascular and hematogenous metastatic spread and thus account for the majority of deaths from endometrial cancer [3]. Recent developments in the molecular classification of endometrial carcinomas by the the cancer genome atlas (TCGA), separated endometrioid carcinomas in four molecular subtypes with limited overlap: polymerase epsilon (POLE), microsatellite instable (MSI), copy number high (p53-mutated), and copy number low. Of these subtypes, the copy number high, p53-mutated, accounts for 20–25% of all EC. This subgroup of p53-mutated EC is often associated with similar prognosis and common clinical features as serous endometrial carcinoma (SEC). When compared to other molecular EC subtypes, this subgroup exhibits the worst prognosis both in terms of progression-free overall survival and overall survival [4].
Currently, there is no tailored adjuvant nor metastatic treatment for advanced serous, p53-mutated, endometrial adenocarcinomas. The standard of care adjuvant therapy for high risk and advanced endometrial cancers consists of chemotherapy, radiotherapy and brachytherapy. Despite optimal adjuvant treatment, SEC and p53-mutated tumors present a high risk of relapse. At present, there is no standard of care maintenance treatment to prevent relapse among these high-risk patients. At relapse and for the treatment of metastatic p53-mutated EC or SEC, chemotherapy-based strategies are the standard of care (SoC). Notably without any maintenance treatment options.
Recent advances in immunotherapy, especially by checkpoint inhibitors (CPI), demonstrated promising results for the treatment of gynecological malignancies, especially for deficient mismatch repair (dMMR)/MSI-H tumors [5]. A second phase II trial [6] has reported promising activity of CPI based immunotherapy in combination with lenvatinib, a multi-targeted, anti-angiogenic tyrosine kinase inhibitor (TKI). This association although more effective for the treatment of dMMR tumors reported activity also in mismatchrepair proficient (pMMR) and interestingly SEC. This combination, although promising, is associated with relevant toxicities and has yet to be tested as a frontline treatment (keynote 775) [6]. Thus, the field of SEC and, more broadly, p53-mutated EC is in dire need for novel therapeutic approaches.
Tumor-infiltrating lymphocytes (TILs) have been detected in cervical and endometrial tumors with prognostic significance, suggesting that endometrial cancer is a suitable candidate for immunotherapy [7,8]. Several immunotherapeutic approaches have been tried in endometrial cancer, such as PD-L1-targeting antibodies, Bispecific T-cell engager (BiTE) antibodies, adoptive cell transfer (ACT), and cancer vaccines [9]. Unfortunately, most early therapeutic cancer vaccines studies have shown limited efficacy in endometrial cancer [10,11,12,13] and gynecological malignancy tumors [14].
One of the basic requirements to improve vaccine efficacy is the right selection of target antigens. Indeed, the reduced efficacy of the previously studied vaccines was associated with the selection of non-mutated self-antigens as targets [15,16,17,18,19,20,21]. Due to their intrinsic characteristics, such as genetic instability, tumors can generate a large number of tumor-specific mutations that lead to the expression of another class of tumor-associated antigens that could be recognized by T-cells: the mutated “neoantigens”. Deep sequencing analysis of tumor cells has revealed that they usually harbor between 10 and 1000 so-called “private somatic mutations”. The majority of these mutations induced neoantigens different even among tumors of the same histological type [22,23]. In contrast to self-antigens, T-cell reactivity towards these neoantigens demonstrated a functional avidity similar to the avidity observed in anti-viral T-cells [15]. Furthermore, T-cell responses to neoantigens is not expected to induce any autoimmune toxicity against healthy tissues, making vaccination toward neoantigens a very attractive option.
Dendritic cells are professional antigen-presenting cells capable of presenting antigen from pathogen or foreign origin in order to elicit a potent antigen-specific immune response [24]. The antigen source is a very important aspect determining the efficacy of DC-based vaccines. Targeting tumor-specific neoantigens has the advantage of attacking only the tumor and sparing the healthy tissue [25]. A recent pilot clinical trial was carried out at the Washington University School of Medicine as a “proof-of-concept” for mutanome DC vaccines. They first demonstrated that vaccination with DCs pulsed with neoantigen peptides is safe and effective in boosting neoantigen-specific T-cells in three melanoma patients [26]. Multiple phase I studies were conducted at the Dana-Farber Cancer Institute in Boston [27,28] and at the University of Mainz [29]. Together, they showed that neoantigen targeting vaccines were feasible and well tolerated without any serious side effects. In melanoma patients, neoantigen reactivity could be observed in all vaccinated patients. For all these patients, more than 30% of neoantigen-specific CD4+ and CD8+ T-cells were polyfunctional [27]. A second study including melanoma patients showed development of neoantigen-specific T-cell responses in all patients, and vaccine-induced T-cell infiltration and neoantigen-specific killing of autologous tumor cells in post-vaccination resected metastases from two patients [29]. Our group has a longstanding expertise in vaccines using autologous tumor lysates [30] in both human and mouse models. No animal model was established for the current peptide vaccine given the well-established safety of both DC vaccines and peptide vaccines.
Accumulating evidence from recent studies associates clinical benefit from immunotherapy with specific responses to private tumor epitopes [31,32,33,34,35]. However, currently, the feasibility of a private antigen-based vaccine in tumors with intermediate–low mutational burden (less than 100 mutations per tumor) is unclear. Locally advanced, stage III to IVA and recurrent metastatic, endometrial cancer exhibits such characteristics. These clinical situations are at high risk for local and metastatic recurrence and progression, despite treatment according to current standard of care including surgery, chemotherapy, and eventually, radiotherapy. Metastatic disease is often incurable, and palliative treatment is the only option available for the majority of these patients. Therefore, in this high-risk setting, a novel, personalized treatment approach is urgently needed. No neoantigen vaccine studies have been conducted in endometrial cancer patients.
We describe here for the first time the feasibility of producing and administrating of a personalized vaccine created from autologous monocyte-derived DCs (moDCs) pulsed with personalized peptides for a patient with a metastatic recurrent pMMR, SEC. We also demonstrate its safety and immunogenicity. The personalized vaccine was administered in combination with systemic chemotherapy to treat an inoperable metastatic recurrence led to complete oncological response with respect to both radiological assessment and the tumor marker CA-125.
2. Materials and Methods
2.1. Patient Clinical Protocol
The work described was conducted in accordance with the Declaration of Helsinki and approved by the ethics committee of the canton of Vaud, Switzerland and the Swiss health authority. The design of the dendritic vaccine program is summarized in Figure 1. Before enrollment in this dendritic vaccine program, the patients’ SoC treatment consisted of primary cytoreductive surgery and sequential chemotherapy. Collection of surgically debulked endometrial tumor tissue as well as blood collection and identification personalized peptides (PEP) (including quality control (QC) release) are performed under a research protocol (2016-02094) with a separate informed consent form.
Once the neoantigen prediction was successful, enrolment was proposed to the patient. Written consent for this compassionate program (TA_2019-00004) was obtained. Once the patient is registered, she underwent a leukapheresis and production of the personalized vaccine commenced. The PEP-DC vaccines were manufactured and formulated under GMP-compliant regulations in the Cell Manufacturing Facility of the Center of Experimental Therapeutics (CTE, Lausanne) at the Centre Hospitalier Universitaire Vaudois (CHUV, Lausanne).
2.2. Vaccine Manufacturing
Autologous monocytes were enriched in a CliniMACS Prodigy (Miltenyi Biotec, Bergisch Gladbach, North Rhine-Westphalia, Germany) system, that is, a GMP-compliant closed system, allowing for standardized and reproducible cellular processing across multiple instruments. The leukapheresis bag was attached using sterile tubing set to the CliniMACS Prodigy device, and with the predefined LP-14 enrichment program and the CD14 reagent (magnetic beads, Miltenyi Biotec), CD14+ monocytes were purified by positive enrichment. Purified monocytes were differentiated into immature monocyte-derived DC (iDC) by 5-day culture in the presence of clinical grade IL-4 (CellGenix, Freiburg im Breisgau, Baden-Württemberg, Germany) and GM-CSF (CellGenix). iDC were then loaded with a mix of the 9 long peptides overnight and matured/activated for 6–8 h on day 6 using a maturation cocktail consisting of clinical grade monophosphoryl lipid A (MPLA, Avanti, Birmingham, Alambama, United States) and IFNγ (Imunkin, Boehringer Ingelheim, Ingelheim, Rhineland-Palatinate, Germany). Finally, cells were harvested and cryopreserved as vaccine doses, comprising 5–10 × 106 cells per dose. For each injection of the PEP-DC vaccine, one dose was thawed, washed, and resuspended in NaCl (B. Braun Medical, Melsungen, Hesse, Germany) 0.9% supplemented with 1% human albumin (Octapharma, Lachen, Schwyz, Switzerland) before being transferred into syringes and stored at 2–8 °C until administration to patients as subcutaneous injection. Administration, every 4 weeks, beyond progression in combination with second line, platinum-based chemotherapy was allowed. Extra vaccines available could be administered alone every 4 weeks after chemotherapy treatment completion. Safety follow-up was 30 days until end of treatment visit.
2.3. Peptide Neoantigen Identification
Based on the patient’s own tumor, neoantigens for the PEP-DC vaccine were determined, identified, and produced from formalin-fixed, paraffin-embedded (FFPE) tumor specimen and blood samples. The blood samples are used for peripheral blood mononuclear cells (PBMC) isolation. PBMC-derived DNA was extracted for whole genome sequencing (WES) and for molecular HLA-typing. DNA was extracted from the FFPE tumor tissue for WES. WES was performed as previously described [36]. The WES data was analyzed using our NeoDisc pipeline as previously described, and genomic variants affecting coding genes that were present in the tumor and absent from the corresponding blood were assumed somatic. Neoantigens predicted to bind to HLA-I and HLA-II molecules of the patient were prioritized and optimally long sequences were designed to cover these predicted neoantigens. Eventually, 9 target sequences with ‘enhanced quality’ peptides were manufactured at Almac (Edinburgh, UK) per Swissmedic regulations and manufacturer’s instructions and were used to formulate the PEP-DC vaccine.
2.4. Peptide Research Grade Synthesis
Peptides were produced by the Peptides and Tetramers Core Facility (PTCF) of the University Hospital of Lausanne (CHUV). Each peptide was HPLC purified (>90% purity), verified by mass spectrometry, and kept lyophilized at −80 °C. Before usage, the peptides were resuspended in DMSO at a concentration of 10mM for long-term storage at −20 °C. For ex vivo experiments, peptides were diluted 1:10 in DMSO and used at a final concentration of 1µM.
2.5. Peripheral Blood Mononuclear Cells Isolation and Cryopreservation
PBMCs were isolated from blood by density gradient using Ficoll-Paque-Plus (GE Healthcare, Chicago, IL, USA) according to the laboratory standard SOP and immediately cryopreserved in 90% FCS (Fetal Calf Serum; Gibco, Thermo Fisher Scientific, Waltham, MA, USA) and 10% DMSO (dimethyl sulfoxide, SIGMA, Merck KGaA, Darmstadt, Hesse, Germany). Cryo-preserved PBMC were thawed in RPMI (Invitrogen, Thermo Fisher Scientific, Waltham, MA, USA) 20% FCS.
2.6. Flow Cytometry Analyses
After thawing, PBMC were washed and immediately stained with the following panel: anti-CD3 (clone UCHT1; #IM2467, Beckman Coulter, Brea, CA, USA), anti-CD4 (clone SFCI12T4D11; #737660, Beckman Coulter), anti-CD8 (clone RPA-T8; #558207, BD Biosciences, Franklin Lakes, NJ, USA), anti-CD14 (cloneMφP9; #641394, BD Biosciences), anti-CD16 (clone3G8; #555406, BD Biosciences), anti-CD56 (clone N901; #A07788, Beckman Coulter), anti-CD11c (clone B-ly6; #561352, BD Biosciences), anti-CD19 (clone SJ25C1; #563036, BD Biosciences), anti-CD123 (clone 6H6; #45-1239-42, eBioscience, Affymetrix, Santa Clara, CA, USA), anti-HLA-DR (clone Immu-357; #IM3636, Beckman Coulter), and Zombie UV (#77474, Biolegend, San Diego, CA, USA). The samples were acquired on an BD Fortessa instrument equipped with the FACS Diva software. The analysis was performed with the FlowJo (FLOWJO, LLC, Ashland, OR, USA).
2.7. In Vitro Stimulation (IVS) of Antigen-Specific T-cells
Cryopreserved PBMC were stimulated with peptides (individual or peptide pools) at a final concentration of 1µg/mL per peptide in RPMI supplemented with 8% human serum (Biowest, Nuaillé, Maine-et-Loire, France), Penicillin/Streptomycin (BioConcept, Allschwil, Basel-Country, Switzerland) and beta-mercaptoethanol (Gibco). Recombinant human IL-2 (Proleukin, Clinigen, Yardley, Pennsylvania, United States) was added to the culture after 48 h at a final concentration of 100 U/mL for 12 days. At day 12 of the IVS, IFNγ Enzyme-Linked ImmunoSpot (ELISpot) assays were performed using pre-coated 96-well ELISpot plates (3420-2APT-10 Mabtech, Stockholm, Södermanland and Uppland, Sweden) [37]. Then, 100,000 cells were re-challenged (in duplicate) with peptides for 16–18 h, and then plates were washed according to manufacturer’s instructions and counted with the AID-Spot Robot ELISpot reader (AutoImmun Diagnostika GMBH, Straßberg, Baden-Württemberg, Germany). SEB (Staphylococcal Enterotoxin B, final concentration of 250ng/mL, Sigma-S4881) and anti-CD3 antibody (final concentration of 1 µg/mL, clone UCHT1, Mabtech) were used as positive control and unstimulated PBMCs as background control.
2.8. Peptide Dose Response Curve by IFNγ ELISpot Assay
At day 12 of the IVS, IFNγ ELISpot assays were performed using pre-coated 96-well ELISpot plates (Mabtech #3420-2APT-10) [37]. Then, 100,000 cells were re-challenged either with the mutated or wild type sequence of cognate peptides used at different concentrations (2 µM, 1 µM, 0.1 µM, and 0.001 µM) for 16–18 h. Plates were then washed according to manufacturer’s instructions and counted with the AID-Spot Robot ELISpot reader (AutoImmun Diagnostika GMBH).
2.9. Flow Cytometry Analysis after In Vitro Stimulation
To determine by flow cytometry the phenotype and cytokine profiles of vaccine-specific CD4+ and CD8+ T-cells 12 days after in vitro stimulation (IVS), patient PBMCs were re-challenged with individual peptides overnight at 37 °C, 5%CO2 in presence of Brefeldin A (51-2301KZ, BD Bioscience). The next day, the cells were washed with PBS and stained for 20 min on ice with anti-CD3 (clone SK7; # 344840, Biolegend), anti-CD8 (clone RPA-T8; #301042, Biolegend), anti-CD4 (clone RPA-T4; #558116, BD Biosciences), and a viability dye Zombie UV (#77474, Biolegend). After fixation and permeabilization for 20 min at 4 °C (BD Bioscience Cytofix/Cytoperm Kit), anti-CD154 (CD40-L, clone 24–31; #310826, Biolegend), anti-Granzyme B (clone GB11; #GRB17, Invitrogen), anti-Perforin (clone B-D48; #353310, Biolegend), anti-IL-2 (clone MQ1-17H12; #559334, BD Biosciences), anti-TNF-α (clone MAb11; #557647, BD Biosciences), and anti-IFN-γ (clone B27; #554702, BD Biosciences). All samples were acquired on a 5-laser BD FORTESSA instrument equipped with the FACS DiVa software. Analyses were performed with FlowJo v10.5 (FLOWJ,.LLC, Ashland, OR, USA) and SPICE 6 software.
3. Results
3.1. Clinical Efficacy
The first patient included in our dendritic vaccination program was 43 years suffering a relapsed high-grade, p53 mutated, serous endometrial carcinoma. The disease stage was FIGO IIIC2, pT3 pN2a (16/31) cM0 with extensive lymphovascular space invasion. The CA-125 value was 1198kU/L (UNL < 35 kU/L). The disease was pMMR, HER2 negative by immunohistochemistry, expressed PD-L1 at 1% and showed evidence of homologous recombination deficiency (HRD) on the Oncoscan while germline BRCA1/2 mutational status was negative.
The patient underwent a total radical hysterectomy, with bilateral oophorectomy, omentectomy, peritoneal cytology, and pelvic and para-aortic lymph node dissection by median laparotomy, followed by a sequential chemotherapy and radiotherapy treatment by six cycles of carboplatinum AUC5 and paclitaxel 175 mg/m2 adjuvant treatment followed by radiotherapy. The patient was then in complete remission, with CA-125 value of 16 kU/L, and was enrolled in the vaccination program to receive a personalized dendritic cell vaccine pulsed with peptide neoantigens (PEP-DC) in combination with standard of care therapy at the discretion of the investigator (Figure 1). The patient received three cycles of PEP-DC. The patient experienced a radiological and biochemical relapse, localized to the previous irradiated left internal iliac lymph nodes and the mesorectal lymph nodes, 11 months since her primary treatment. Her CA-125 rose to 158kU/L. Carboplatinum AUC5 in combination with liposomal pegylated doxorubicine (PLD) at 30mg/m2 was added to her vaccination schedule every 4 weeks. After five cycles of chemotherapy and five PEP-DC vaccine administrations, the patient experienced a complete remission, as demonstrated by her CT-scan and her CA-125 level (Figure 2A–C). Thirteen months since her last dose of chemotherapy, the patient is still (as of September 2021) in complete radiological and laboratory response. Two additional vaccines were administered after the completion of the chemotherapy treatment. Two grade three hematological adverse events were observed; unrelated to the vaccine, but related to the chemotherapy. The observed hematological grade three toxicities concerned neutropenia occurring on day 8 and day 7 of the fourth and fifth chemotherapy cycles. Overall, the association was well tolerated without unexpected toxicities, notably immune related ones.
3.2. Longitudinal Analysis of Main Circulating Immune Cell Subsets
Peripheral blood was collected at eleven time points during the clinical vaccination program period. Cryopreserved PBMCs were then thawed in batches and labelled with an antibody panel to capture main circulating immune cell subsets [38]. Only minor changes in frequency were observed throughout the vaccination period for most T-cell populations (total T and B cells, CD4 and CD8 T-cells, NK subsets, DC subsets, and monocytes subsets, Figure 3A).
3.3. Vaccine Immunogenicity
We next assessed vaccine immunogenicity. To this end, PBMCs collected before vaccination and after three vaccinations (vaccine 3, Vax3) were interrogated for the presence of T-cells recognizing the vaccine (i.e., the pool of nine peptides composing the vaccine) (Table 1). Of interest, a high frequency of T-cells recognizing the vaccine (pool of peptides) was detected in post vaccination but not in pre-vaccination T-cells (Figure 3B), indicating the lack of pre-existing cellular immune response against any of the peptides from the vaccine as well as a potent vaccine antigenicity. Further, we interrogated post-vaccination PBMCs with every single long peptide present in the vaccine and identified two responses against the long peptides covering mutations in TGIF2 and ALDH1B1 (Figure 3C and Table 1). T-cell responses against TGIF2 and ALDH1B1 were assessed at the end of the vaccination program and were potent (>3000 SFU/106 PBMC for both epitopes) (Figure 3C).
Table 1.
Gene | Mutation | Sequence |
---|---|---|
FBXO18 | p.Asn183His | APPSRKRSWSSEEESHQATGTSRWD |
TGIF2 | p.Glu203Gln | KEDFSSFQLLVQVALQRAAEMELQK |
RFC4 | p.Ala279Pro | DIAGVIPAEKIDGVFPACQSGSFDK |
CMTR2 | p.Glu446Lys | KWFGQRNKYFKTYNKRKMLEALSWK |
CHRDL2 | p.His403Leu | DFQKEAQHFRLLAGPLEGHWNVFLA |
ALDH1B1 | p.Ala153Val | LDEVIKVYRYFAGWVDKWHGKTIPM |
MMRN2 | p.His319Gln | DVEDRLHAQQFTLHRSISELQADVD |
DHX30 | p.Ile873Met | SKAVDSPNMKAVDEAVILLQEIGV |
EPHX1 | p.Leu172Arg | KNHGRSDEHVFEVICPSIPG |
3.4. Mapping of Tumor-Specific T-Cell Responses
The proteogenomic analyses on tumor and germline material leads to an extensive list of potential antigens, ranked according to multiparametric criteria. Top predicted antigens were selected for vaccination. In addition, we also determined a panel of 73 additional private tumor neoantigens that we selected to interrogate pre- and post-vaccination immunity to assess see antigen spreading (absent in the vaccine, Table 2). Of interest, we only identified one clear neoepitope among the 73 candidates (MYH14, Table 2) (Figure 3D). Of note, T-cell responses against each of the three neoepitopes (TGIF2, ALDH1B1, and MYH14) were specific, as no, or very limited, cross-reactivity was detected against any of the cognate wild-type peptides (Figure 3E). Furthermore, intracellular cytokine staining experiments by flow cytometry indicated that T-cell responses against TGIF2, ALDH1B1 and MYH14 were all mediated by CD4 T-cells (Figure 3F).
Table 2.
Gene | Mutation | Sequence | Pool Number |
BCAN | p.Gly648Val | VPASVNSAQGSTALSILLL | 1 |
DIAPH1 | p.Cys267Tyr | VPNMMIDAAKLLSALYIL | |
CNTNAP2 | p.Arg389Trp | VPVFFNATSYLEVPGWL | |
NDN | p.Asp321Gly | EANPTAHYPRSSVSEG | |
LPCAT1 | p.Cys514Phe | GFFADFSPENSDAGRK | |
TXNRD2 | p.Glu413Gln | VGLSEQEAVARHGQEH | |
SLC2A4 | p.Ser281Arg | LGRRTHRQPLIIAVVL | |
ALS2 | p.Pro1029Arg | LPPYGSGSSVQRQEPR | |
ATAD2B | p.His1097Gln | RGLSVTSEQINPQSTG | |
SYT7 | p.Asp642Asn | LRETTIIITVMDKNKL | |
CPA1 | p.Leu96Pro | HGISYETMIEDVQSPL | 2 |
PTPRD | p.Asp1248Glu | YSEPVVSMDLDPQPIT | |
KIF2C | p.Met217Ile | EMRIKRAQEYDSSFPN | |
PRKCQ | p.Ile73Thr | STFDAHINKGRVMQIT | |
ACTN2 | p.Thr609Ile | SSNPYSTVTMDELRIK | |
MYH14 | p.Arg861His | AARGYLAHRAFQKRQQ | |
IGSF1 | p.Ser866Gly | NYSCRYYDFSIWSEPG | |
C19orf35 | p.Ala210Ser | DAWHILVAKVPKPGSD | |
ADCY10 | p.Cys953Tyr | KAMHLKYARFLEEDAH | |
PRDM12 | p.Gly21Arg | APRLALAEVITSDILH | |
TFAP2A | p.Pro317Arg | GTHGRTPSWSPASRAA | 3 |
EPHX1 | p.Leu172Arg | RSDEHVFEVICPSIPG | |
PNPLA6 | p.Pro707Ser | SRATTVHAVRDTELAK | |
NSD1 | p.Ala976Thr | STNPSPSGGDSALSG | |
WFDC3 | p.Pro144Ser | EELCDGDASCSQGHK | |
TRAV7 | p.Gln59His | TYSVSRFNNLQWYRH | |
UBB | p.Asp210Gly | SGYNIQKESTLHLVL | |
UBB | p.Asp210Gly | KQLEDGRTLSGYNIQ | |
EPHX1 | p.Leu172Arg | YKIIPLLTDPKNHGR | |
EPHX1 | p.Leu172Arg | KIIPLLTDPKNHGRS | |
CHRDL2 | p.His403Leu | LEGHWNVFLAQTLEL | 4 |
DIAPH1 | p.Cys267Tyr | LSALYILPQPEDMNE | |
LPCAT1 | p.Cys514Phe | IPNGFFADFSPENSD | |
KLHL9 | p.Ala410Gly | VGGRSAGGELATVE | |
DOCK5 | p.Pro1851Ser | LPVRREAKAPSPPP | |
TRPM6 | p.Val613Leu | TGFLYPYNDLLLWA | |
KAT5 | p.Gly31Cys | GPPVADPCVALSPQ | |
KCNIP1 | p.Ala104Thr | SPTLLFCLVDASTY | |
PSG1 | p.Phe426Ile | VSGKWIPASLAIGI | |
KIAA1551 | p.Leu156Val | SQVITSDTYSMQMQ | |
USP4 | p.Asp249Glu | GMALQNYENKLVK | 5 |
CD244 | p.Tyr369Phe | SRKELENFDVF | |
UBB | p.Asp210Gly | QLEDGRTLSGY | |
AS3MT | p.Ile274Thr | VTYNGGITGH | |
CSMD3 | p.Asp3578Tyr | KMKEENWAMY | |
MYH14 | p.Arg861His | AARGYLAHR | |
CNTNAP2 | p.Arg389Trp | SYLEVPGWL | |
UBB | p.Asp210Gly | GRTLSGYNI | |
DIAPH1 | p.Cys267Tyr | KLLSALYIL | |
ASH1L | p.Ser1539Ala | CHMACPHLS | |
UBR1 | p.Met1051Leu | LLYDNTSEM | 6 |
RALGAPB | p.Arg1130His | HLPPHLIAL | |
KIAA1683 | p.Thr1164Ala | HLCRATATI | |
RNF207 | p.Leu485Val | ASVEGMRVV | |
PPAT | p.Gln106His | CHPFVVETL | |
VAV1 | p.Asn316Lys | RAKNGRFTL | |
SLC24A2 | p.Ala390Thr | KASILHKIT | |
TMC3 | p.His852Asn | THIEDVNSE | |
BIRC7 | p.Asp96His | LASFYHWPL | |
SLC5A5 | p.Asp322Glu | EQYMPLLVL | |
PSG2 | p.Leu236His | HHGPDLPRI | 7 |
LRP2 | p.Asn1280His | FHCDHGNCI | |
RPTN | p.Gln261Arg | QASHFNRTN | |
IPO4 | p.Pro825Ser | QSLTWLHRL | |
DCST1 | p.Ser35Asn | RQKNGLLSY | |
C17orf64 | p.Tyr80Asp | KLKDMKQSL | |
UBB | p.Asp210Gly | TLSGYNIQK | |
EPHX1 | p.Leu172Arg | HGRSDEHVF | |
DHX30 | p.Ile873Met | SKAVDSPNM | |
DHX30 | p.Ile873Met | KAVDSPNMK | |
DHX30 | p.Ile873Met | VDSPNMKAV | 8 |
DIAPH1 | p.Cys267Tyr | AAKLLSALY | |
LPCAT1 | p.Cys514Phe | IPNGFFADF |
3.5. Kinetic of Tumor-Specific CD4 T-Cell Responses
Of interest, whereas MYH14-specific CD4 T-cells were already detectable at prevaccination, their frequency significantly and transiently increased shortly after vaccinations (Figure 3G). The frequencies of TGIF2 and ALDH1B1-specific CD4 T-cells also peaked after three vaccinations and then remained stable until the end of study (EOS). Of note, the magnitude of MYH14-specific T-cells at EOS (<1000 SFU/106 PBMC) was lower than that of each of the two vaccine peptides (>3000 SFU/106 PBMC for each vaccine peptide) (Figure 3C,D) and was confirmed in flow cytometry experiments (Figure 3G).
3.6. Functional Profile of Vaccine-Specific CD4 T-Cell Responses
Having established the magnitude, specificity, and kinetics of vaccine-specific CD4 T-cell responses, we finally investigated whether repeated vaccinations impacted the functional profile of vaccine-specific T-cells. Using polychromatic flow cytometry, we assessed the functional profile of vaccine-specific CD4 T-cell responses by measuring the proportion of TGIF2-specific CD4 T-cells able to mediate one or multiple functions (such as cytokines production or expression of effector molecules). Of interest, TGIF2-specific CD4 T-cells from Vax6 were significantly more polyfunctional than those collected at Vax2, despite an overall similar frequency of circulating cells between the two timepoints (Figure 3H).
Taken together, these observations indicate that the vaccine is immunogenic and can induce potent, polyfunctional, and durable T-cell responses, which coincide with a complete radiological response and a normalization of the tumor marker CA-125.
4. Discussion
The clinical translation of cancer vaccines into efficacious therapies is challenging. One of the reasons for low therapeutic efficacy of many previous vaccines is their inability to elicit a rapid and strong T-cell response [21]. Furthermore, even when a defined target is known, and the vaccination induces an immune response, evolution of antigen expression and the loss of its expression by the process of immune editing may diminish long-term benefits [39]. This suggests that targeting multiple antigens as vaccine targets and combination therapies targeting multiple pathways along with diminishing the immunosuppressive microenvironment may prove synergistic and may achieve significant clinical benefits.
We describe here for the first time the feasibility of producing a personalized vaccine created from autologous moDCs pulsed with personalized neoantigenic peptides. The first patient included in our dendritic vaccine program was 43 years old, suffering a relapsed high-grade, p53 mutated, serous endometrial carcinoma. The concomitant treatment of platinum-based chemotherapy with our PEP-DC vaccination was shown to be feasible and safe. The main observed side effects concerned grade 3 hematological toxicity. After five cycles of chemotherapy and nine vaccine doses, the patient had a complete response with respect to both radiological assessment and CA-125 tumor marker. The patient continued on a maintenance vaccination program and received two additional vaccine doses. The patient remained in complete remission a year after the last vaccine dose. The addition of a concurrent personalized neoantigen vaccine to the platinum-based chemotherapy lead to a significant clinical benefit for our patient. This second-line treatment association resulted in a long lasting complete biochemical and radiological response. Notably, the progression-free survival (PFS) 2, of 13 months, outlasted the PFS1 of 11 months of the primary treatment. This remission inversion is clinically significant and relevant especially in this challenging oncological setting of a recurrent, non-debulkable, SEC. Furthermore, when compared with historical PFS data of chemotherapy-exclusive treatment, where PFS vary according to treatment sequence between 3 and 10 months [40], the results of the treatment association of our patient resulted in long lasting complete response of 13 months with a response that is still ongoing.
Moreover, the vaccine was shown to be immunogenic, as T-cells isolated from the PBMCs from the patient after vaccination were able to recognize the vaccine peptides. More specifically, two neoepitopes covering mutations in TGIF2 and ALDH1B1 genes were identified. T-cell responses directed against one additional neoepitope, MYH14, not present in the vaccine increased after vaccination. T-cell responses against these targets were mediated by CD4 T-cells. Moreover, with an increasing number of vaccinations, T-cells became more polyfunctional. Taken together, these observations indicate that the vaccine is immunogenic and can induce potent, polyfunctional, and durable T-cell responses, which also coincide with clinical benefit in a very difficult disease setting.
5. Conclusions
To our knowledge, this study is the first to report on feasibility, safety, and efficacy of a concomitant treatment associating a platinum-based chemotherapy with a PEP-DC vaccine in context of a recurrent SEC. As reported, the treatment combination was feasible and safe without unexpected or added toxicity in comparison to the known toxicities expected form the carboplatinum–liposomal pegylated doxorubicine. Furthermore, this association between chemotherapy and therapeutic vaccine elicited immune response as demonstrated by polyfunctional and durable T-cell responses. Moreover, this combination lead to a long lasting oncological complete response in this otherwise challenging recurrent metastatic setting. Of note, these results outperformed the 1st line treatment PFS. Thus, this treatment association is promising and should be further investigated in the current and other potential settings.
Acknowledgments
The authors wish to acknowledge the different members and groups of the Center of experimental therapeutic service and immune-oncology service at the CHUV for their contribution.
Author Contributions
A.H., A.S., and L.E.K.: conceptualization. A.-C.T., P.B., A.H., L.E.K., and F.H.: data analyses. A.O., C.B., F.H., A.-C.T., M.I., and M.B.-S.: methodology. A.H., P.B., A.S., and L.E.K.: formal analysis. A.H., A.S., K.d.J., and L.E.K.: writing. A.H., A.S., L.R., K.d.J., and L.E.K.: original draft preparation. All authors: review and editing. A.H. and L.E.K.: supervision. L.E.K.: funding acquisition. All authors have read and agreed to the published version of the manuscript.
Funding
The research was funded by the Ovacure Foundation and the Fondation CHUV.
Institutional Review Board Statement
The work described was conducted in accordance with the Declaration of Helsinki and approved by the ethics committee of the canton of Vaud, Switzerland and the Swiss health authorities. Materials were obtained under a research protocol (2016-02094) and the intervention was approved as a compassionate program (TA_2019-00004).
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.
Conflicts of Interest
The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.GLOBOCAN. [(accessed on 14 June 2019)]. Available online: http://gco.iarc.fr/
- 2.National Cancer Institute Endometrial Cancer Treatment Physician Data Query (PDQ) [(accessed on 1 April 2015)]; Available online: http://www.cancer.gov/cancertopics/pdq/treatment/endometrial/healthprofessional.
- 3.Heintz A.P.M., Odicino F., Maisonneuve P., Quinn M.A., Benedet J.L., Creasman W.T., Ngan H.Y.S., Pecorelli S., Beller U. Carcinoma of the ovary. FIGO 26th Annual Report on the Results of Treatment in Gynecological Cancer. Int. J. Gynaecol. Obstet. 2006;95((Suppl. 1)):S105–S143. doi: 10.1016/S0020-7292(06)60031-3. [DOI] [PubMed] [Google Scholar]
- 4.Levine D.A., Getz G., Gabriel S.B., Cibulskis K., Lander E., Sivachenko A., Sougnez C., Lawrence M., Kandoth C., Dooling D., et al. Integrated genomic characterization of endometrial carcinoma. Nature. 2013;497:67–73. doi: 10.1038/nature12113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Le D.T., Uram J.N., Wang H., Bartlett B.R., Kemberling H., Eyring A.D., Skora A.D., Luber B.S., Azad N.S., Laheru D., et al. PD-1 Blockade in Tumors with Mismatch-Repair Deficiency. N. Engl. J. Med. 2015;372:2509–2520. doi: 10.1056/NEJMoa1500596. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Makker V., Rasco D., Vogelzang N.J., Brose M.S., Cohn A.L., Mier J., Di Simone C., Hyman D.M., Stepan D.E., Dutcus C.E., et al. Lenvatinib plus pembrolizumab in patients with advanced endometrial cancer: An interim analysis of a multicentre, open-label, single-arm, phase 2 trial. Lancet Oncol. 2019;20:711–718. doi: 10.1016/S1470-2045(19)30020-8. [DOI] [PubMed] [Google Scholar]
- 7.Kondratiev S., Sabo E., Yakirevich E., Lavie O., Resnick M.B. Intratumoral CD8+ T lymphocytes as a prognostic factor of survival in endometrial carcinoma. Clin. Cancer Res. 2004;10:4450–4456. doi: 10.1158/1078-0432.CCR-0732-3. [DOI] [PubMed] [Google Scholar]
- 8.De Jong R.A., Leffers N., Boezen H.M., ten Hoor K.A., van der Zee A.G., Hollema H., Nijman H.W. Presence of tumor-infiltrating lymphocytes is an independent prognostic factor in type I and II endometrial cancer. Gynecol. Oncol. 2009;114:105–110. doi: 10.1016/j.ygyno.2009.03.022. [DOI] [PubMed] [Google Scholar]
- 9.Di Tucci C., Capone C., Galati G., Iacobelli V., Schiavi M.C., Di Donato V., Muzii L., Panici P.B. Immunotherapy in endometrial cancer: New scenarios on the horizon. J. Gynecol. Oncol. 2019;30:e46. doi: 10.3802/jgo.2019.30.e46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Ohno S., Kyo S., Myojo S., Dohi S., Ishizaki J., Miyamoto K., Morita S., Sakamoto J., Enomoto T., Kimura T., et al. Wilms’ tumor 1 (WT1) peptide immunotherapy for gynecological malignancy. Anticancer Res. 2009;29:4779–4784. [PubMed] [Google Scholar]
- 11.Coosemans A., Vanderstraeten A., Tuyaerts S., Verschuere T., Moerman P., Berneman Z.N., Vergote I., Amant F., SW V.A.N.G. Wilms’ Tumor Gene 1 (WT1)—Loaded dendritic cell immunotherapy in patients with uterine tumors: A phase I/II clinical trial. Anticancer Res. 2013;33:5495–5500. [PubMed] [Google Scholar]
- 12.Jäger E., Karbach J., Gnjatic S., Neumann A., Bender A., Valmori D., Ayyoub M., Ritter E., Ritter G., Jäger D., et al. Recombinant vaccinia/fowlpox NY-ESO-1 vaccines induce both humoral and cellular NY-ESO-1-specific immune responses in cancer patients. Proc. Natl. Acad. Sci. USA. 2006;103:14453–14458. doi: 10.1073/pnas.0606512103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kaumaya P.T.P., Foy K.C., Garrett J., Rawale S.V., Vicari D., Thurmond J.M., Lamb T., Mani A., Kane Y., Balint C.R., et al. Phase I active immunotherapy with combination of two chimeric, human epidermal growth factor receptor 2, B-cell epitopes fused to a promiscuous T-cell epitope in patients with metastatic and/or recurrent solid tumors. J. Clin. Oncol. 2009;27:5270–5277. doi: 10.1200/JCO.2009.22.3883. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Song Q., Zhang C.-d., Wu X.-h. Therapeutic cancer vaccines: From initial findings to prospects. Immunol. Lett. 2018;196:11–21. doi: 10.1016/j.imlet.2018.01.011. [DOI] [PubMed] [Google Scholar]
- 15.Lennerz V., Fatho M., Gentilini C., Frye R.A., Lifke A., Ferel D., Wolfel C., Huber C., Wolfel T. The response of autologous T cells to a human melanoma is dominated by mutated neoantigens. Proc. Natl. Acad. Sci. USA. 2005;102:16013–16018. doi: 10.1073/pnas.0500090102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Rosenberg S.A., Yang J.C., Schwartzentruber D.J., Hwu P., Marincola F.M., Topalian S.L., Restifo N.P., Dudley M.E., Schwarz S.L., Spiess P.J., et al. Immunologic and therapeutic evaluation of a synthetic peptide vaccine for the treatment of patients with metastatic melanoma. Nat. Med. 1998;4:321–327. doi: 10.1038/nm0398-321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Speiser D.E., Baumgaertner P., Voelter V., Devevre E., Barbey C., Rufer N., Romero P. Unmodified self antigen triggers human CD8 T cells with stronger tumor reactivity than altered antigen. Proc. Natl. Acad. Sci. USA. 2008;105:3849. doi: 10.1073/pnas.0800080105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Rosenberg S.A., Sherry R.M., Morton K.E., Scharfman W.J., Yang J.C., Topalian S.L., Royal R.E., Kammula U., Restifo N.P., Hughes M.S., et al. Tumor Progression Can Occur despite the Induction of Very High Levels of Self/Tumor Antigen-Specific CD8+ T Cells in Patients with Melanoma. J. Immunol. 2005;175:6169. doi: 10.4049/jimmunol.175.9.6169. [DOI] [PubMed] [Google Scholar]
- 19.Toes R.E., Offringa R., Blom R.J., Melief C.J., Kast W.M. Peptide vaccination can lead to enhanced tumor growth through specific T-cell tolerance induction. Proc. Natl. Acad. Sci. USA. 1996;93:7855. doi: 10.1073/pnas.93.15.7855. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Vansteenkiste J.F., Cho B., Vanakesa T., De Pas T., Zielinski M., Kim M.S., Jassem J., Yoshimura M., Dahabreh J., Nakayama H., et al. 1173O-Magrit, a Double-Blind, Randomized, Placebo-Controlled Phase III Study to Assess the Efficacy of the Recmage-A3 + As15 Cancer Immunotherapeutic As Adjuvant Therapy in Patients with Resected Mage-A3-Positive Non-Small Cell Lung Cancer (Nsclc) Ann. Oncol. 2014;25:iv409. doi: 10.1093/annonc/mdu347.1. [DOI] [PubMed] [Google Scholar]
- 21.Rosenberg S.A., Yang J.C., Restifo N.P. Cancer immunotherapy: Moving beyond current vaccines. Nat. Med. 2004;10:909–915. doi: 10.1038/nm1100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Alexandrov L.B., Nik-Zainal S., Wedge D.C., Aparicio S.A., Behjati S., Biankin A.V., Bignell G.R., Bolli N., Borg A., Borresen-Dale A.L., et al. Signatures of mutational processes in human cancer. Nature. 2013;500:415–421. doi: 10.1038/nature12477. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Lawrence M.S., Stojanov P., Polak P., Kryukov G.V., Cibulskis K., Sivachenko A., Carter S.L., Stewart C., Mermel C.H., Roberts S.A., et al. Mutational heterogeneity in cancer and the search for new cancer-associated genes. Nature. 2013;499:214–218. doi: 10.1038/nature12213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Banchereau J., Briere F., Caux C., Davoust J., Lebecque S., Liu Y.-J., Pulendran B., Palucka K. Immunobiology of Dendritic Cells. Annu. Rev. Immunol. 2000;18:767–811. doi: 10.1146/annurev.immunol.18.1.767. [DOI] [PubMed] [Google Scholar]
- 25.Hu Z., Ott P.A., Wu C.J. Towards personalized, tumour-specific, therapeutic vaccines for cancer. Nat. Rev. Immunol. 2018;18:168–182. doi: 10.1038/nri.2017.131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Carreno B.M., Magrini V., Becker-Hapak M., Kaabinejadian S., Hundal J., Petti A.A., Ly A., Lie W.-R., Hildebrand W.H., Mardis E.R., et al. A dendritic cell vaccine increases the breadth and diversity of melanoma neoantigen-specific T cells. Science. 2015;348:803–808. doi: 10.1126/science.aaa3828. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Ott P.A., Hu Z., Keskin D.B., Shukla S.A., Sun J., Bozym D.J., Zhang W., Luoma A., Giobbie-Hurder A., Peter L., et al. An immunogenic personal neoantigen vaccine for patients with melanoma. Nature. 2017;547:217–221. doi: 10.1038/nature22991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Keskin D.B., Anandappa A.J., Sun J., Tirosh I., Mathewson N.D., Li S., Oliveira G., Giobbie-Hurder A., Felt K., Gjini E., et al. Neoantigen vaccine generates intratumoral T cell responses in phase Ib glioblastoma trial. Nature. 2019;565:234–239. doi: 10.1038/s41586-018-0792-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Sahin U., Derhovanessian E., Miller M., Kloke B.P., Simon P., Lower M., Bukur V., Tadmor A.D., Luxemburger U., Schrors B., et al. Personalized RNA mutanome vaccines mobilize poly-specific therapeutic immunity against cancer. Nature. 2017;547:222–226. doi: 10.1038/nature23003. [DOI] [PubMed] [Google Scholar]
- 30.Tanyi J.L., Bobisse S., Ophir E., Tuyaerts S., Roberti A., Genolet R., Baumgartner P., Stevenson B.J., Iseli C., Dangaj D., et al. Personalized cancer vaccine effectively mobilizes antitumor T cell immunity in ovarian cancer. Sci. Transl. Med. 2018;10 doi: 10.1126/scitranslmed.aao5931. [DOI] [PubMed] [Google Scholar]
- 31.Van Allen E.M., Miao D., Schilling B., Shukla S.A., Blank C., Zimmer L., Sucker A., Hillen U., Geukes Foppen M.H., Goldinger S.M., et al. Genomic correlates of response to CTLA-4 blockade in metastatic melanoma. Science. 2015;350:207–211. doi: 10.1126/science.aad0095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Rizvi N.A., Hellmann M.D., Snyder A., Kvistborg P., Makarov V., Havel J.J., Lee W., Yuan J., Wong P., Ho T.S., et al. Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer. Science. 2015;348:124–128. doi: 10.1126/science.aaa1348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Van Rooij N., van Buuren M.M., Philips D., Velds A., Toebes M., Heemskerk B., van Dijk L.J., Behjati S., Hilkmann H., El Atmioui D., et al. Tumor exome analysis reveals neoantigen-specific T-cell reactivity in an ipilimumab-responsive melanoma. J. Clin. Oncol. 2013;31:e439–e442. doi: 10.1200/JCO.2012.47.7521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Lin E.I., Tseng L.H., Gocke C.D., Reil S., Le D.T., Azad N.S., Eshleman J.R. Mutational profiling of colorectal cancers with microsatellite instability. Oncotarget. 2015;6:42334–42344. doi: 10.18632/oncotarget.5997. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Snyder A., Makarov V., Merghoub T., Yuan J., Zaretsky J.M., Desrichard A., Walsh L.A., Postow M.A., Wong P., Ho T.S., et al. Genetic basis for clinical response to CTLA-4 blockade in melanoma. N. Engl. J. Med. 2014;371:2189–2199. doi: 10.1056/NEJMoa1406498. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Bassani-Sternberg M., Digklia A., Huber F., Wagner D., Sempoux C., Stevenson B.J., Thierry A.C., Michaux J., Pak H., Racle J., et al. A Phase Ib Study of the Combination of Personalized Autologous Dendritic Cell Vaccine, Aspirin, and Standard of Care Adjuvant Chemotherapy Followed by Nivolumab for Resected Pancreatic Adenocarcinoma-A Proof of Antigen Discovery Feasibility in Three Patients. Front. Immunol. 2019;10:1832. doi: 10.3389/fimmu.2019.01832. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Harari A., Bart P.A., Stohr W., Tapia G., Garcia M., Medjitna-Rais E., Burnet S., Cellerai C., Erlwein O., Barber T., et al. An HIV-1 clade C DNA prime, NYVAC boost vaccine regimen induces reliable, polyfunctional, and long-lasting T cell responses. J. Exp. Med. 2008;205:63–77. doi: 10.1084/jem.20071331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Hensley-McBain T., Heit A., De Rosa S.C., McElrath M.J., Andersen-Nissen E. Optimization of a whole blood phenotyping assay for enumeration of peripheral blood leukocyte populations in multicenter clinical trials. J. Immunol. Methods. 2014;411:23–36. doi: 10.1016/j.jim.2014.06.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Odunsi K., Qian F., Matsuzaki J., Mhawech-Fauceglia P., Andrews C., Hoffman E.W., Pan L., Ritter G., Villella J., Thomas B., et al. Vaccination with an NY-ESO-1 peptide of HLA class I/II specificities induces integrated humoral and T cell responses in ovarian cancer. Proc. Natl. Acad. Sci. USA. 2007;104:12837–12842. doi: 10.1073/pnas.0703342104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Nagao S., Nishio S., Okada S., Otsuki T., Fujiwara K., Tanabe H., Takano M., Hasumi Y., Takei Y., Hasegawa T., et al. What is an appropriate second-line regimen for recurrent endometrial cancer? Ancillary analysis of the SGSG012/GOTIC004/Intergroup study. Cancer Chemother. Pharmacol. 2015;76:335–342. doi: 10.1007/s00280-015-2793-9. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data presented in this study are available on request from the corresponding author.