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Zhang X, Lan R, Liu Y, Pillarisetty VG, Li D, Zhao CL, Sarkar SA, Liu W, Hanna I, Gupta M, Hajdu C, Melamed J, Shusterman M, Widmer J, Allendorf J, Liu YZ. Enhanced Complement Expression in the Tumor Microenvironment Following Neoadjuvant Therapy: Implications for Immunomodulation and Survival in Pancreatic Ductal Adenocarcinoma. RESEARCH SQUARE 2024:rs.3.rs-4104258. [PMID: 38798691 PMCID: PMC11118688 DOI: 10.21203/rs.3.rs-4104258/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Background Neoadjuvant therapy (NAT) is increasingly being used for pancreatic ductal adenocarcinoma (PDAC) treatment. However, its specific effects on carcinoma cells and the tumor microenvironment (TME) are not fully understood. This study aims to investigate how NAT differentially impacts PDAC's carcinoma cells and TME. Methods Spatial transcriptomics was used to compare gene expression profiles in carcinoma cells and the TME between 23 NAT-treated and 13 NAT-naïve PDAC patients, correlating with their clinicopathologic features. Analysis of an online single-nucleus RNA sequencing (snRNA-seq) dataset was performed for validation of the specific cell types responsible for NAT-induced gene expression alterations. Results NAT not only induces apoptosis and inhibits proliferation in carcinoma cells but also significantly remodels the TME. Notably, NAT induces a coordinated upregulation of multiple key complement genes (C3, C1S, C1R, C4B and C7) in the TME, making the complement pathway one of the most significantly affected pathways by NAT. Patients with higher TME complement expression following NAT exhibit improved overall survival. These patients also exhibit increased immunomodulatory and neurotrophic cancer-associated fibroblasts (CAFs); more CD4+ T cells, monocytes, and mast cells; and reduced immune exhaustion gene expression. snRNA-seq analysis demonstrates C3 complement was specifically upregulated in CAFs but not in other stroma cell types. Conclusions NAT can enhance complement production and signaling within the TME, which is associated with reduced immunosuppression in PDAC. These findings suggest that local complement dynamics could serve as a novel biomarker for prognosis, evaluating treatment response and resistance, and guiding therapeutic strategies in NAT-treated PDAC patients.
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Kuemmerli C, Balzano G, Bouwense SA, Braga M, Coolsen M, Daniel SK, Dervenis C, Falconi M, Hwang DW, Kagedan DJ, Kim SC, Lavu H, Nussbaum D, Partelli S, Passeri MJ, Pecorelli N, Pillarisetty VG, Pucci MJ, Sutcliffe RP, Tingstedt B, van der Kolk M, Vrochides D, Armstrong M, Wei A, Williamsson C, Yeo CJ, Zani S, Zouros E, Rozzini R, Abu Hilal M. Are enhanced recovery protocols after pancreatoduodenectomy still efficient when applied in elderly patients? A systematic review and individual patient data meta-analysis. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2024; 31:308-317. [PMID: 38282543 DOI: 10.1002/jhbp.1417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 12/05/2023] [Accepted: 12/20/2023] [Indexed: 01/30/2024]
Abstract
BACKGROUND This meta-analysis investigated the effects of enhanced recovery after surgery (ERAS) protocols compared to conventional care on postoperative outcomes in patients aged 70 years or older undergoing pancreatoduodenectomy (PD). METHODS Five databases were systematically searched. Comparative studies with available individual patient data (IPD) were included. The main outcomes were postoperative morbidity, length of stay, readmission and postoperative functional recovery elements. To assess an age-dependent effect, the group was divided in septuagenarians (70-79 years) and older patients (≥80 years). RESULTS IPD were obtained from 15 of 31 eligible studies comprising 1109 patients. The overall complication and major complication rates were comparable in both groups (OR 0.92 [95% CI: 0.65-1.29], p = .596 and OR 1.22 [95% CI: 0.61-2.46], p = .508). Length of hospital stay tended to be shorter in the ERAS group compared to the conventional care group (-0.14 days [95% CI: -0.29 to 0.01], p = .071) while readmission rates were comparable and the total length of stay including days in hospital after readmission tended to be shorter in the ERAS group (-0.28 days [95% CI: -0.62 to 0.05], p = .069). In the subgroups, the length of stay was shorter in octogenarians treated with ERAS (-0.36 days [95% CI: -0.71 to -0.004], p = .048). The readmission rate increased slightly but not significantly while the total length of stay was not longer in the ERAS group. CONCLUSION ERAS in the elderly is safe and its benefits are preserved in the care of even in patients older than 80 years. Standardized care protocol should be encouraged in all pancreatic centers.
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Pothuri VS, Hogg GD, Conant L, Borcherding N, James CA, Mudd J, Williams G, Seo YD, Hawkins WG, Pillarisetty VG, DeNardo DG, Fields RC. Intratumoral T-cell receptor repertoire composition predicts overall survival in patients with pancreatic ductal adenocarcinoma. Oncoimmunology 2024; 13:2320411. [PMID: 38504847 PMCID: PMC10950267 DOI: 10.1080/2162402x.2024.2320411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 02/14/2024] [Indexed: 03/21/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy that is refractory to immune checkpoint inhibitor therapy. However, intratumoral T-cell infiltration correlates with improved overall survival (OS). Herein, we characterized the diversity and antigen specificity of the PDAC T-cell receptor (TCR) repertoire to identify novel immune-relevant biomarkers. Demographic, clinical, and TCR-beta sequencing data were collated from 353 patients across three cohorts that underwent surgical resection for PDAC. TCR diversity was calculated using Shannon Wiener index, Inverse Simpson index, and "True entropy." Patients were clustered by shared repertoire specificity. TCRs predictive of OS were identified and their associated transcriptional states were characterized by single-cell RNAseq. In multivariate Cox regression models controlling for relevant covariates, high intratumoral TCR diversity predicted OS across multiple cohorts. Conversely, in peripheral blood, high abundance of T-cells, but not high diversity, predicted OS. Clustering patients based on TCR specificity revealed a subset of TCRs that predicts OS. Interestingly, these TCR sequences were more likely to encode CD8+ effector memory and CD4+ T-regulatory (Tregs) T-cells, all with the capacity to recognize beta islet-derived autoantigens. As opposed to T-cell abundance, intratumoral TCR diversity was predictive of OS in multiple PDAC cohorts, and a subset of TCRs enriched in high-diversity patients independently correlated with OS. These findings emphasize the importance of evaluating peripheral and intratumoral TCR repertoires as distinct and relevant biomarkers in PDAC.
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Daniel SK, Sullivan KM, Dickerson LK, van den Bijgaart RJE, Utria AF, Labadie KP, Kenerson HL, Jiang X, Smythe KS, Campbell JS, Pierce RH, Kim TS, Riehle KJ, Yeung RS, Carter JA, Barry KC, Pillarisetty VG. Reversing immunosuppression in the tumor microenvironment of fibrolamellar carcinoma via PD-1 and IL-10 blockade. Sci Rep 2024; 14:5109. [PMID: 38429349 PMCID: PMC10907637 DOI: 10.1038/s41598-024-55593-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 02/26/2024] [Indexed: 03/03/2024] Open
Abstract
Fibrolamellar carcinoma (FLC) is a rare liver tumor driven by the DNAJ-PKAc fusion protein that affects healthy young patients. Little is known about the immune response to FLC, limiting rational design of immunotherapy. Multiplex immunohistochemistry and gene expression profiling were performed to characterize the FLC tumor immune microenvironment and adjacent non-tumor liver (NTL). Flow cytometry and T cell receptor (TCR) sequencing were performed to determine the phenotype of tumor-infiltrating immune cells and the extent of T cell clonal expansion. Fresh human FLC tumor slice cultures (TSCs) were treated with antibodies blocking programmed cell death protein-1 (PD-1) and interleukin-10 (IL-10), with results measured by cleaved caspase-3 immunohistochemistry. Immune cells were concentrated in fibrous stromal bands, rather than in the carcinoma cell compartment. In FLC, T cells demonstrated decreased activation and regulatory T cells in FLC had more frequent expression of PD-1 and CTLA-4 than in NTL. Furthermore, T cells had relatively low levels of clonal expansion despite high TCR conservation across individuals. Combination PD-1 and IL-10 blockade signficantly increased cell death in human FLC TSCs. Immunosuppresion in the FLC tumor microenvironment is characterized by T cell exclusion and exhaustion, which may be reversible with combination immunotherapy.
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Seo YD, Lu H, Black G, Smythe K, Yu Y, Hsu C, Ng J, Hermida de Viveiros P, Warren EH, Schroeder BA, O’Malley RB, Cranmer LD, Loggers ET, Wagner MJ, Bonham L, Pillarisetty VG, Kane G, Berglund P, Hsu FJ, Mi X, Alexiev BA, Pierce RH, Riddell SR, Jones RL, ter Meulen J, Kim EY, Pollack SM. Toll-Like Receptor 4 Agonist Injection With Concurrent Radiotherapy in Patients With Metastatic Soft Tissue Sarcoma: A Phase 1 Nonrandomized Controlled Trial. JAMA Oncol 2023; 9:1660-1668. [PMID: 37824131 PMCID: PMC10570919 DOI: 10.1001/jamaoncol.2023.4015] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 07/07/2023] [Indexed: 10/13/2023]
Abstract
Importance Metastatic soft tissue sarcomas (STSs) have limited systemic therapy options, and immunomodulation has not yet meaningfully improved outcomes. Intratumoral (IT) injection of the toll-like receptor 4 (TLR4) agonist glycopyranosyl lipid A in stable-emulsion formulation (GLA-SE) has been studied as immunotherapy in other contexts. Objective To evaluate the safety, efficacy, and immunomodulatory effects of IT GLA-SE with concurrent radiotherapy in patients with metastatic STS with injectable lesions. Design, Setting, and Participants This phase 1 nonrandomized controlled trial of patients with STS was performed at a single academic sarcoma specialty center from November 17, 2014, to March 16, 2016. Data analysis was performed from August 2016 to September 2022. Interventions Two doses of IT GLA-SE (5 μg and 10 μg for 8 weekly doses) were tested for safety in combination with concurrent radiotherapy of the injected lesion. Main Outcomes and Measures Primary end points were safety and tolerability. Secondary and exploratory end points included local response rates as well as measurement of antitumor immunity with immunohistochemistry and T-cell receptor (TCR) sequencing of tumor-infiltrating and circulating lymphocytes. Results Twelve patients (median [range] age, 65 [34-78] years; 8 [67%] female) were treated across the 2 dose cohorts. Intratumoral GLA-SE was well tolerated, with only 1 patient (8%) experiencing a grade 2 adverse event. All patients achieved local control of the injected lesion after 8 doses, with 1 patient having complete regression (mean regression, -25%; range, -100% to 4%). In patients with durable local response, there were detectable increases in tumor-infiltrating lymphocytes. In 1 patient (target lesion -39% at 259 days of follow-up), TCR sequencing revealed expansion of preexisting and de novo clonotypes, with convergence of numerous rearrangements coding for the same binding sequence (suggestive of clonal convergence to antitumor targets). Single-cell sequencing identified these same expanded TCR clones in peripheral blood after treatment; these T cells had markedly enhanced Tbet expression, suggesting TH1 phenotype. Conclusions and Relevance In this nonrandomized controlled trial, IT GLA-SE with concurrent radiotherapy was well tolerated and provided more durable local control than radiotherapy alone. Patients with durable local response demonstrated enhanced IT T-cell clonal expansion, with matched expansion of these clonotypes in the circulation. Additional studies evaluating synergism of IT GLA-SE and radiotherapy with systemic immune modulation are warranted. Trial Registration ClinicalTrials.gov Identifier: NCT02180698.
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Labadie KP, Kreuser SA, Brempelis KJ, Daniel SK, Jiang X, Sullivan KM, Utria AF, Kenerson HL, Kim TS, Crane CA, Pillarisetty VG. Production of an interleukin-10 blocking antibody by genetically engineered macrophages increases cancer cell death in human gastrointestinal tumor slice cultures. Cancer Gene Ther 2023; 30:1227-1233. [PMID: 37296315 DOI: 10.1038/s41417-023-00632-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 05/04/2023] [Accepted: 05/19/2023] [Indexed: 06/12/2023]
Abstract
Although it can promote effector T-cell function, the summative effect of interleukin-10 (IL-10) in the tumor microenvironment (TME) appears to be suppressive; therefore, blocking this critical regulatory cytokine has therapeutic potential to enhance antitumor immune function. As macrophages efficiently localize to the TME, we hypothesized that they could be used as a delivery vehicle for drugs designed to block this pathway. To test our hypothesis, we created and evaluated genetically engineered macrophages (GEMs) that produce an IL-10-blocking antibody (αIL-10). Healthy donor human peripheral blood mononuclear cells were differentiated and transduced with a novel lentivirus (LV) encoding BT-063, a humanized αIL-10 antibody. The efficacy of αIL-10 GEMs was assessed in human gastrointestinal tumor slice culture models developed from resected specimens of pancreatic ductal adenocarcinoma primary tumors and colorectal cancer liver metastases. LV transduction led to sustained production of BT-063 by αIL-10 GEMs for at least 21 days. Transduction did not alter GEM phenotype as evaluated by flow cytometry, but αIL-10 GEMs produced measurable quantities of BT-063 in the TME that was associated with an ~5-fold higher rate of tumor cell apoptosis than control.
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Goodsell KE, Sharib JM, Pillarisetty VG, Sham JG. Leiomyosarcoma of the inferior vena cava: An uncommon malignancy requiring unique reconstructive approaches. Am J Surg 2023; 226:286-289. [PMID: 36959023 DOI: 10.1016/j.amjsurg.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 02/11/2023] [Accepted: 03/03/2023] [Indexed: 03/10/2023]
Abstract
Surgery is considered for patients without metastatic disease and with resectable primary tumor. Pre-operatively, high quality imaging is reviewed to determine the likely extent of resection, specifically including the need for potential en-bloc resection of adjacent organs. In cases where up-front surgical approach would expose the patient to excessive morbidity (such as bilateral nephrectomy, multi-visceral resection, or prohibitively high risk of positive margins), neoadjuvant chemotherapy and/or chemoradiotherapy is considered. Though data are sparse in LMS, a neoadjuvant regimen of doxorubicin and dacarbazine is typically considered for borderline resectable tumors at our institution; patients may be treated for up to 4 months with interval imaging every 2 months to evaluate for tumor response. Postoperatively, adjuvant systemic therapy or radiation may be considered for patients with positive surgical margins or high-grade tumors.
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Dickerson LK, Carter JA, Kohli K, Pillarisetty VG. Emerging interleukin targets in the tumour microenvironment: implications for the treatment of gastrointestinal tumours. Gut 2023:gutjnl-2023-329650. [PMID: 37258094 DOI: 10.1136/gutjnl-2023-329650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 05/15/2023] [Indexed: 06/02/2023]
Abstract
The effectiveness of antitumour immunity is dependent on intricate cytokine networks. Interleukins (ILs) are important mediators of complex interactions within the tumour microenvironment, including regulation of tumour-infiltrating lymphocyte proliferation, differentiation, migration and activation. Our evolving and increasingly nuanced understanding of the cell type-specific and heterogeneous effects of IL signalling has presented unique opportunities to fine-tune elaborate IL networks and engineer new targeted immunotherapeutics. In this review, we provide a primer for clinicians on the challenges and potential of IL-based treatment. We specifically detail the roles of IL-2, IL-10, IL-12 and IL-15 in shaping the tumour-immune landscape of gastrointestinal malignancies, paying particular attention to promising preclinical findings, early-stage clinical research and innovative therapeutic approaches that may properly place ILs to the forefront of immunotherapy regimens.
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Coveler AL, Pillarisetty VG, Koh WJ, Zhen DB, Park JO, King GG, Sham JG, Hannan LM, Mann GN, Baker KK, Redman MW, Swanson PE, Chiorean EG, Whiting SH. Perioperative Chemotherapy and Chemoradiotherapy for Patients With Resectable and Borderline Resectable Pancreatic Adenocarcinoma. Pancreas 2023; 52:e282-e287. [PMID: 37782886 DOI: 10.1097/mpa.0000000000002253] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
OBJECTIVES Pancreatic ductal adenocarcinoma (PDA) is the third most common cause of cancer death in the United States. Most patients who undergo resection develop recurrence. Standard treatment confers a median overall survival (OS) of 24 months. Exposure to alternate regimens may prevent chemoresistance. This study evaluated multiagent perioperative therapy for potentially resectable PDA patients to improve OS. METHODS A single center, phase 2, trial of patients with resectable or borderline resectable PDA. Patients received neoadjuvant therapy with induction chemotherapy (gemcitabine, docetaxel, capecitabine) for 3 cycles, chemoradiation (intensity-modulated radiation therapy with capecitabine and oxaliplatin) followed by surgery, and 2 months of adjuvant gemcitabine and oxaliplatin and 2 months of gemcitabine. The primary endpoint was OS. The secondary endpoint was recurrence-free survival (RFS). RESULTS Thirty-two eligible patients were enrolled. Twenty-two patients underwent surgical resection. After a median follow-up of 56.8 months, mOS was 31.6 months (95% confidence interval [CI], 14.2-58.1) for all patients, 58.1 months (95% CI, 31.6 to NR) for those who completed surgery. The mRFS was 31.3 months (95% CI, 12.5 to NR). CONCLUSIONS Perioperative therapy with GTX, chemoradiotherapy, and adjuvant GemOx/Gem resulted in promising survival of 58 months for patients who underwent resection and may represent another treatment option for PDA.
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Sullivan KM, Jiang X, Guha P, Lausted C, Carter JA, Hsu C, Labadie KP, Kohli K, Kenerson HL, Daniel SK, Yan X, Meng C, Abbasi A, Chan M, Seo YD, Park JO, Crispe IN, Yeung RS, Kim TS, Gujral TS, Tian Q, Katz SC, Pillarisetty VG. Blockade of interleukin 10 potentiates antitumour immune function in human colorectal cancer liver metastases. Gut 2023; 72:325-337. [PMID: 35705369 PMCID: PMC9872249 DOI: 10.1136/gutjnl-2021-325808] [Citation(s) in RCA: 45] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 05/25/2022] [Indexed: 02/01/2023]
Abstract
OBJECTIVE Programmed cell death protein 1 (PD-1) checkpoint inhibition and adoptive cellular therapy have had limited success in patients with microsatellite stable colorectal cancer liver metastases (CRLM). We sought to evaluate the effect of interleukin 10 (IL-10) blockade on endogenous T cell and chimeric antigen receptor T (CAR-T) cell antitumour function in CRLM slice cultures. DESIGN We created organotypic slice cultures from human CRLM (n=38 patients' tumours) and tested the antitumour effects of a neutralising antibody against IL-10 (αIL-10) both alone as treatment and in combination with exogenously administered carcinoembryonic antigen (CEA)-specific CAR-T cells. We evaluated slice cultures with single and multiplex immunohistochemistry, in situ hybridisation, single-cell RNA sequencing, reverse-phase protein arrays and time-lapse fluorescent microscopy. RESULTS αIL-10 generated a 1.8-fold increase in T cell-mediated carcinoma cell death in human CRLM slice cultures. αIL-10 significantly increased proportions of CD8+ T cells without exhaustion transcription changes, and increased human leukocyte antigen - DR isotype (HLA-DR) expression of macrophages. The antitumour effects of αIL-10 were reversed by major histocompatibility complex class I or II (MHC-I or MHC-II) blockade, confirming the essential role of antigen presenting cells. Interrupting IL-10 signalling also rescued murine CAR-T cell proliferation and cytotoxicity from myeloid cell-mediated immunosuppression. In human CRLM slices, αIL-10 increased CEA-specific CAR-T cell activation and CAR-T cell-mediated cytotoxicity, with nearly 70% carcinoma cell apoptosis across multiple human tumours. Pretreatment with an IL-10 receptor blocking antibody also potentiated CAR-T function. CONCLUSION Neutralising the effects of IL-10 in human CRLM has therapeutic potential as a stand-alone treatment and to augment the function of adoptively transferred CAR-T cells.
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Diehl AC, Hannan LM, Zhen DB, Coveler AL, King G, Cohen SA, Harris WP, Shankaran V, Wong KM, Green S, Ng N, Pillarisetty VG, Sham JG, Park JO, Reddi D, Konnick EQ, Pritchard CC, Baker K, Redman M, Chiorean EG. KRAS Mutation Variants and Co-occurring PI3K Pathway Alterations Impact Survival for Patients with Pancreatic Ductal Adenocarcinomas. Oncologist 2022; 27:1025-1033. [PMID: 36124727 DOI: 10.1093/oncolo/oyac179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 07/29/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND KRAS variant alleles may have differential biological properties which impact prognosis and therapeutic options in pancreatic ductal adenocarcinomas (PDA). MATERIALS AND METHODS We retrospectively identified patients with advanced PDA who received first-line therapy and underwent blood and/or tumor genomic sequencing at the University of Washington between 2013 and 2020. We examined the incidence of KRAS mutation variants with and without co-occurring PI3K or other genomic alterations and evaluated the association of these mutations with clinicopathological characteristics and survival using a Cox proportional hazards model. RESULTS One hundred twenty-six patients had genomic sequencing data; KRAS mutations were identified in 111 PDA and included the following variants: G12D (43)/G12V (35)/G12R (23)/other (10). PI3K pathway mutations (26% vs. 8%) and homologous recombination DNA repair (HRR) defects (35% vs. 12.5%) were more common among KRAS G12R vs. non-G12R mutated cancers. Patients with KRAS G12R vs. non-G12R cancers had significantly longer overall survival (OS) (HR 0.55) and progression-free survival (PFS) (HR 0.58), adjusted for HRR pathway co-mutations among other covariates. Within the KRAS G12R group, co-occurring PI3K pathway mutations were associated with numerically shorter OS (HR 1.58), while no effect was observed on PFS. CONCLUSIONS Patients with PDA harboring KRAS G12R vs. non-G12R mutations have longer survival, but this advantage was offset by co-occurring PI3K alterations. The KRAS/PI3K genomic profile could inform therapeutic vulnerabilities in patients with PDA.
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Pillarisetty VG, Abbasi A, Park JO, Sham JG. A phase II trial of lanreotide for the prevention of postoperative pancreatic fistula. HPB (Oxford) 2022; 24:2029-2034. [PMID: 35953409 DOI: 10.1016/j.hpb.2022.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 07/05/2022] [Accepted: 07/18/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Clinically relevant postoperative pancreatic fistula (CR-POPF) is a significant contributor to morbidity after pancreatectomy. Somatostatin analogues have shown variable efficacy in the prevention of CR-POPF. Lanreotide is a somatostatin analogue ideally suited for perioperative use due to its long half-life and favorable side effect profile. METHODS We conducted a phase II single-arm trial of a single dose of preoperative lanreotide (120 mg) in patients undergoing either pancreaticoduodenectomy (PD) or distal pancreatectomy (DP). The primary outcome was development of CR-POPF or intra-abdominal abscess. Secondary outcomes included biochemical leak and overall morbidity. RESULTS A total of 98 patients completed the study. Sixty-two underwent PD (63.3%) and 36 underwent DP (36.7%). The primary outcome was observed in eight (8%) patients in the overall cohort, one from the DP group and seven from the PD group. Biochemical leak was detected in 12 (12.2%) patients in the overall cohort. Twenty-seven (27.5%) patients developed complications, of which 14 (14.2%) were major complications. Drug-related adverse events were limited to mild skin reactions in two (2%) patients. CONCLUSION Patients who received preoperative lanreotide developed CR-POPF at rates significantly lower than historical controls or published literature. This provides strong justification for a randomized controlled trial.
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Gössling GCL, Zhen DB, Pillarisetty VG, Chiorean EG. Combination immunotherapy for pancreatic cancer: challenges and future considerations. Expert Rev Clin Immunol 2022; 18:1173-1186. [PMID: 36045547 DOI: 10.1080/1744666x.2022.2120471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION : Immune checkpoint inhibitors (ICI) have not yielded significant efficacy in pancreatic ductal adenocarcinoma (PDA), despite the role of the innate and adaptive immune systems on progression and survival. However, recently identified pathways have identified new targets and generated promising clinical investigations into promoting an effective immune-mediated antitumor response in PDA. AREAS COVERED : We review biological mechanisms associated with immunotherapy resistance and outline strategies for therapeutic combinations with established and novel therapies in PDA. EXPERT OPINION : Pancreatic cancers rarely benefits from treatment with ICI due to an immunosuppressive tumor microenvironment (TME). New understandings of factors associated with the suppressive TME, include low and poor quality neoantigens, constrained effector T cells infiltration, and the presence of a dense, suppressive myeloid cell population. These findings have been translated into new clinical investigations evaluating novel therapies in combination with ICI and/or standard systemic chemotherapy and radiotherapy. The epithelial, immune, and stromal compartments are intricately related in PDA, and the framework for successful targeting of this disease requires a comprehensive and personalized approach.
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Utria AF, Labadie KP, Abbasi A, Gui X, Pillarisetty VG, Park JO, Sham JG. A novel rat model for the study of postoperative pancreatic fistula. Lab Anim 2022; 56:519-527. [PMID: 35765854 DOI: 10.1177/00236772221107347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
While over the past several decades mortality after pancreatic surgery has decreased to <5%, postoperative morbidity remains remarkably high, ranging from 15% to 65%. The development of a postoperative pancreatic fistula (POPF) is a significant contributor to morbidity in patients undergoing pancreatic surgery. POPF can lead to life-threatening conditions such as intra-abdominal abscess, uncontrolled hemorrhage, sepsis, and death. Rates of POPF have not significantly changed over time, despite the introduction of multiple technical and pharmacologic interventions aimed at their treatment and prevention. Unfortunately, there are few POPF experimental models that have been described in the literature and existing models are unable to reliably reproduce the clinical sequelae of POPF, limiting the development of new methods to prevent and treat POPF. Herein, we describe a new rat experimental model that reliably creates a POPF via transection of the common pancreatic duct.
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Chinn HK, Gardell JL, Matsumoto LR, Labadie KP, Mihailovic TN, Lieberman NAP, Davis A, Pillarisetty VG, Crane CA. Hypoxia-inducible lentiviral gene expression in engineered human macrophages. J Immunother Cancer 2022; 10:jitc-2021-003770. [PMID: 35728871 PMCID: PMC9214393 DOI: 10.1136/jitc-2021-003770] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/13/2022] [Indexed: 11/13/2022] Open
Abstract
Background Human immune cells, including monocyte-derived macrophages, can be engineered to deliver proinflammatory cytokines, bispecific antibodies, and chimeric antigen receptors to support immune responses in different disease settings. When gene expression is regulated by constitutively active promoters, lentiviral payload gene expression is unregulated, and can result in potentially toxic quantities of proteins. Regulated delivery of lentivirally encoded proteins may allow localized or conditional therapeutic protein expression to support safe delivery of adoptively transferred, genetically modified cells with reduced capacity for systemic toxicities. Methods In this study, we engineered human macrophages to express genes regulated by hypoxia responsive elements included in the lentiviral promoter region to drive conditional lentiviral gene expression only under hypoxic conditions. We tested transduced macrophages cultured in hypoxic conditions for the transient induced expression of reporter genes and the secreted cytokine, interleukin-12. Expression of hypoxia-regulated genes was investigated both transcriptionally and translationally, and in the presence of human tumor cells in a slice culture system. Finally, hypoxia-regulated gene expression was evaluated in a subcutaneous humanized-mouse cancer model. Results Engineered macrophages were shown to conditionally and tranisently express lentivirally encoded gene protein products, including IL-12 in hypoxic conditions in vitro. On return to normoxic conditions, lentiviral payload expression returned to basal levels. Reporter genes under the control of hypoxia response elements were upregulated under hypoxic conditions in the presence of human colorectal carcinoma cells and in the hypoxic xenograft model of glioblastoma, suggesting utility for systemic engineered cell delivery capable of localized gene delivery in cancer. Conclusions Macrophages engineered to express hypoxia-regulated payloads have the potential to be administered systemically and conditionally express proteins in tissues with hypoxic conditions. In contrast to immune cells that function or survive poorly in hypoxic conditions, macrophages maintain a proinflammatory phenotype that may support continued gene and protein expression when regulated by conditional hypoxia responsive elements and naturally traffic to hypoxic microenvironments, making them ideal vehicles for therapeutic payloads to hypoxic tissues, such as solid tumors. With the ability to fine-tune delivery of potent proteins in response to endogenous microenvironments, macrophage-based cellular therapies may therefore be designed for different disease settings.
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Veatch JR, Lee SM, Shasha C, Singhi N, Szeto JL, Moshiri AS, Kim TS, Smythe K, Kong P, Fitzgibbon M, Jesernig B, Bhatia S, Tykodi SS, Hall ET, Byrd DR, Thompson JA, Pillarisetty VG, Duhen T, McGarry Houghton A, Newell E, Gottardo R, Riddell SR. Neoantigen-specific CD4 + T cells in human melanoma have diverse differentiation states and correlate with CD8 + T cell, macrophage, and B cell function. Cancer Cell 2022; 40:393-409.e9. [PMID: 35413271 PMCID: PMC9011147 DOI: 10.1016/j.ccell.2022.03.006] [Citation(s) in RCA: 59] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/23/2021] [Accepted: 03/14/2022] [Indexed: 12/29/2022]
Abstract
CD4+ T cells that recognize tumor antigens are required for immune checkpoint inhibitor efficacy in murine models, but their contributions in human cancer are unclear. We used single-cell RNA sequencing and T cell receptor sequences to identify signatures and functional correlates of tumor-specific CD4+ T cells infiltrating human melanoma. Conventional CD4+ T cells that recognize tumor neoantigens express CXCL13 and are subdivided into clusters expressing memory and T follicular helper markers, and those expressing cytolytic markers, inhibitory receptors, and IFN-γ. The frequency of CXCL13+ CD4+ T cells in the tumor correlated with the transcriptional states of CD8+ T cells and macrophages, maturation of B cells, and patient survival. Similar correlations were observed in a breast cancer cohort. These results identify phenotypes and functional correlates of tumor-specific CD4+ T cells in melanoma and suggest the possibility of using such cells to modify the tumor microenvironment.
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Nessim C, Raut CP, Callegaro D, Barretta F, Miceli R, Fairweather M, Blay JY, Strauss D, Rutkowski P, Ahuja N, Gonzalez R, Grignani G, Quagliuolo V, Stoeckle E, Lahat G, De Paoli A, Pillarisetty VG, Canter RJ, Mullen JT, Pennacchioli E, van Houdt W, Swallow CJ, Schrage Y, Cardona K, Fiore M, Gronchi A, Bagaria SP. Correction: ASO Visual Abstract: An Analysis of Differentiation Changes and Outcomes at the First Recurrence of Retroperitoneal Liposarcoma by the Transatlantic Australasian Retroperitoneal Sarcoma Working Group (TARPSWG). Ann Surg Oncol 2022. [DOI: 10.1245/s10434-022-11601-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Nessim C, Raut CP, Callegaro D, Barretta F, Miceli R, Fairweather M, Rutkowski P, Blay JY, Strauss D, Gonzalez R, Ahuja N, Grignani G, Quagliuolo V, Stoeckle E, De Paoli A, Pillarisetty VG, Swallow CJ, Bagaria SP, Canter RJ, Mullen JT, Schrage Y, Pennacchioli E, van Houdt W, Cardona K, Fiore M, Gronchi A, Lahat G. Correction to: Postoperative Morbidity After Resection of Recurrent Retroperitoneal Sarcoma: A Report from the Transatlantic Australasian RPS Working Group (TARPSWG). Ann Surg Oncol 2022; 29:10.1245/s10434-022-11602-4. [PMID: 35307809 DOI: 10.1245/s10434-022-11602-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
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Nessim C, Raut CP, Callegaro D, Barretta F, Miceli R, Fairweather M, Blay JY, Strauss D, Rutkowski P, Ahuja N, Gonzalez R, Grignani G, Quagliuolo V, Stoeckle E, Lahat G, De Paoli A, Pillarisetty VG, Canter RJ, Mullen JT, Pennacchioli E, van Houdt W, Swallow CJ, Schrage Y, Cardona K, Fiore M, Gronchi A, Bagaria SP. Correction to: Analysis of Differentiation Changes and Outcomes at Time of First Recurrence of Retroperitoneal Liposarcoma by Transatlantic Australasian Retroperitoneal Sarcoma Working Group (TARPSWG). Ann Surg Oncol 2022; 29:10.1245/s10434-022-11600-6. [PMID: 35307808 DOI: 10.1245/s10434-022-11600-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
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Kuemmerli C, Tschuor C, Kasai M, Alseidi AA, Balzano G, Bouwense S, Braga M, Coolsen M, Daniel SK, Dervenis C, Falconi M, Hwang DW, Kagedan DJ, Kim SC, Lavu H, Liang T, Nussbaum D, Partelli S, Passeri MJ, Pecorelli N, Pillai SA, Pillarisetty VG, Pucci MJ, Su W, Sutcliffe RP, Tingstedt B, van der Kolk M, Vrochides D, Wei A, Williamsson C, Yeo CJ, Zani S, Zouros E, Abu Hilal M. Impact of enhanced recovery protocols after pancreatoduodenectomy: meta-analysis. Br J Surg 2022; 109:256-266. [PMID: 35037019 DOI: 10.1093/bjs/znab436] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 11/23/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND This individual-patient data meta-analysis investigated the effects of enhanced recovery after surgery (ERAS) protocols compared with conventional care on postoperative outcomes in patients undergoing pancreatoduodenectomy. METHODS The Cochrane Library, MEDLINE, Embase, Scopus, and Web of Science were searched systematically for articles reporting outcomes of ERAS after pancreatoduodenectomy published up to August 2020. Comparative studies were included. Main outcomes were postoperative functional recovery elements, postoperative morbidity, duration of hospital stay, and readmission. RESULTS Individual-patient data were obtained from 17 of 31 eligible studies comprising 3108 patients. Time to liquid (mean difference (MD) -3.23 (95 per cent c.i. -4.62 to -1.85) days; P < 0.001) and solid (-3.84 (-5.09 to -2.60) days; P < 0.001) intake, time to passage of first stool (MD -1.38 (-1.82 to -0.94) days; P < 0.001) and time to removal of the nasogastric tube (3.03 (-4.87 to -1.18) days; P = 0.001) were reduced with ERAS. ERAS was associated with lower overall morbidity (risk difference (RD) -0.04, 95 per cent c.i. -0.08 to -0.01; P = 0.015), less delayed gastric emptying (RD -0.11, -0.22 to -0.01; P = 0.039) and a shorter duration of hospital stay (MD -2.33 (-2.98 to -1.69) days; P < 0.001) without a higher readmission rate. CONCLUSION ERAS improved postoperative outcome after pancreatoduodenectomy. Implementation should be encouraged.
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Kohli K, Pillarisetty VG, Kim TS. Key chemokines direct migration of immune cells in solid tumors. Cancer Gene Ther 2022; 29:10-21. [PMID: 33603130 PMCID: PMC8761573 DOI: 10.1038/s41417-021-00303-x] [Citation(s) in RCA: 159] [Impact Index Per Article: 79.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 01/18/2021] [Accepted: 01/28/2021] [Indexed: 01/31/2023]
Abstract
Immune cell infiltration into solid tumors, their movement within the tumor microenvironment (TME), and interaction with other immune cells are controlled by their directed migration towards gradients of chemokines. Dysregulated chemokine signaling in TME favors the growth of tumors, exclusion of effector immune cells, and abundance of immunosuppressive cells. Key chemokines directing the migration of immune cells into tumor tissue have been identified. In this review, we discuss well-studied chemokine receptors that regulate migration of effector and immunosuppressive immune cells in the context of cancer immunology. We discuss preclinical models that have described the role of respective chemokine receptors in immune cell migration into TME and review preclinical and clinical studies that target chemokine signaling as standalone or combination therapies.
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Shah MH, Goldner WS, Benson AB, Bergsland E, Blaszkowsky LS, Brock P, Chan J, Das S, Dickson PV, Fanta P, Giordano T, Halfdanarson TR, Halperin D, He J, Heaney A, Heslin MJ, Kandeel F, Kardan A, Khan SA, Kuvshinoff BW, Lieu C, Miller K, Pillarisetty VG, Reidy D, Salgado SA, Shaheen S, Soares HP, Soulen MC, Strosberg JR, Sussman CR, Trikalinos NA, Uboha NA, Vijayvergia N, Wong T, Lynn B, Hochstetler C. Neuroendocrine and Adrenal Tumors, Version 2.2021, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw 2021; 19:839-868. [PMID: 34340212 DOI: 10.6004/jnccn.2021.0032] [Citation(s) in RCA: 225] [Impact Index Per Article: 75.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) for Neuroendocrine and Adrenal Gland Tumors focus on the diagnosis, treatment, and management of patients with neuroendocrine tumors (NETs), adrenal tumors, pheochromocytomas, paragangliomas, and multiple endocrine neoplasia. NETs are generally subclassified by site of origin, stage, and histologic characteristics. Appropriate diagnosis and treatment of NETs often involves collaboration between specialists in multiple disciplines, using specific biochemical, radiologic, and surgical methods. Specialists include pathologists, endocrinologists, radiologists (including nuclear medicine specialists), and medical, radiation, and surgical oncologists. These guidelines discuss the diagnosis and management of both sporadic and hereditary neuroendocrine and adrenal tumors and are intended to assist with clinical decision-making. This article is focused on the 2021 NCCN Guidelines principles of genetic risk assessment and counseling and recommendations for well-differentiated grade 3 NETs, poorly differentiated neuroendocrine carcinomas, adrenal tumors, pheochromocytomas, and paragangliomas.
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Kohli K, Zhang S, Jiang X, Hsu C, Abbasi A, Kim TS, Pillarisetty VG. Abstract 607: IL-15 is the most potent of tested gamma chain cytokines at inducing in situ proliferation of T cells in human pancreatic cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Multiple factors, including dense stroma and high infiltration of suppressive immune cells make pancreatic ductal adenocarcinoma (PDA) challenging to treat with immunotherapy. The presence of intra-tumoral T cells positively correlates with improved survival for PDA patients. Gamma chain cytokines (GCCs) can augment T cell mediated anti-tumor immunity and various GCC agonist drugs have been applied in clinical trials for cancer. Besides evaluating the effect of GCC derived agonists using recovered blood or biopsies of treated patients, it is challenging to mechanistically study the effect of GCCs on tumor-resident immune cells in human samples.
Methods: Here we apply organotypic slice culture of surgically resected tumor tissues to study the effect of GCCs on intra-tumoral immune cells. We treated slices of PDAs with GCCs (IL-2, IL-7, IL-15 and IL-21) for 6 days. Immune cells, especially T cells emigrated from the tumor slices into the culture supernatant. On day 6 we fixed intact tumor slices for multiplex immunohistochemistry (mIHC) and analyzed emigrated cells using flow cytometry.
Results: IL-15 and IL-7 potently induced T cell proliferation. The effect of IL-7 and IL-15 on T cell proliferation was higher for T cells that expressed markers of antigen experience such as CD39 and PD1 (Table 1). While IL-15 had the strongest effect on tumor-derived T cells, IL-15 and IL-7 were similar in their effect on T cells in the blood of the same patient, suggesting that IL-15 is especially effective in inducing the proliferation of tumor-infiltrating T cells. The effect of IL-15 on enhanced T cell proliferation was also seen within tumor slices, as revealed by mIHC.
Conclusion: Our data suggest that IL-15 is the most potent GCC at inducing in situ expansion of tumor-resident T cells, including T cells that show signs of antigen experience.
Table 1.IL-15 induces in situ T cell proliferation in PDA.AssayGroupsUntreatedIL-2IL-7IL-15IL-21ParameterFlow Cytometry%Ki67+CD8+cells of live cells0.090.040.360.595.001.3514.331.200.310.14%CD39+CD103+of CD8+0.130.150.110.040.290.140.620.180.130.08%PD1+of CD8+25.107.2223.233.1030.484.7446.483.5037.402.32mIHC%CD8+Ki67+ of all cells0.16 0.04(n=2)0.83 (n=1)0.550.38(n=2)2.200.04(n=2)0.490.41(n=2)n=4 slices for each group for flow cytometry. Data are from one experiment*. MeanSD is shown. Two doses (10-fold difference) for each cytokine were tested and results only for the low dose are shown.*Another experiment with groups IL-2 and IL-2+IL-15 was performed and had similar results for the effect of IL-15
Citation Format: Karan Kohli, Shihong Zhang, Xiuyun Jiang, Cynthia Hsu, Arezou Abbasi, Teresa S. Kim, Venu G. Pillarisetty. IL-15 is the most potent of tested gamma chain cytokines at inducing in situ proliferation of T cells in human pancreatic cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 607.
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Nessim C, Raut CP, Callegaro D, Barretta F, Miceli R, Fairweather M, Blay JY, Strauss D, Rutkowski P, Ahuja N, Gonzalez R, Grignani G, Quagliuolo V, Stoeckle E, Lahat G, De Paoli A, Pillarisetty VG, Canter RJ, Mullen JT, Pennacchioli E, van Houdt W, Swallow CJ, Schrage Y, Cardona K, Fiore M, Gronchi A, Bagaria SP. ASO Visual Abstract: An Analysis of Differentiation Changes and Outcomes at the First Recurrence of Retroperitoneal Liposarcoma by the Transatlantic Australasian Retroperitoneal Sarcoma Working Group (TARPSWG). Ann Surg Oncol 2021. [PMID: 34148160 DOI: 10.1245/s10434-021-10095-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Kenerson HL, Sullivan KM, Labadie KP, Pillarisetty VG, Yeung RS. Protocol for tissue slice cultures from human solid tumors to study therapeutic response. STAR Protoc 2021; 2:100574. [PMID: 34142099 PMCID: PMC8184656 DOI: 10.1016/j.xpro.2021.100574] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The impact of systemic therapy on the tumor microenvironment has been difficult to study in human solid tumors. Our protocol describes steps for establishing slice cultures to investigate response to chemotherapies, immunotherapies, or adoptive cell therapies. Endpoints include changes in viability, histology, live-cell imaging, and multi-omics analyses. The protocol has been applied to a broad array of gastrointestinal malignancies. Culture conditions and treatment parameters can be modified for specific experiments. The platform is highly flexible and easy to manipulate. For complete details on the use and execution of this protocol, please refer to Kenerson et al. (2020), Jabbari et al. (2020), Brempelis et al. (2020), and Jiang et al. (2017). Organotypic tumor slice cultures (TSCs) can be utilized to study human cancer TSCs provide a model to study effects of chemo-, immuno-, and cell-based therapies Tumor response to treatment can be assessed using multiple readouts
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