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1.
Blood Adv ; 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38959399

ABSTRACT

Mantle cell lymphoma (MCL) is dependent on a supportive tumor immune microenvironment (TIME), where infiltration of CD163+ macrophages has a negative prognostic impact. This study explores how abundance and spatial localization of CD163+ cells are associated with the biology of the MCL TIME. This is achieved through spatial multi-omic investigations of tumor and infiltrating CD163+ and CD3+ cells, respectively. We analyzed diagnostic MCL tissue from 100 patients. Sixty-three proteins were measured by GeoMx® digital spatial profiling in tissue microarrays. Regions of interests (ROIs) were selected in tumor-rich and tumor-sparse tissue regions. Molecular profiling of CD163+ macrophage segments, CD20+ MCL tumor cell segments and CD3+ T-cell segments was performed. To validate protein profiles, 1811 mRNAs were measured in CD20+ cells and two subsets of T-cells. Image analysis was used to extract the phenotype and position of each targeted cell allowing exploration of cell frequencies and cellular neighborhoods. Proteomic investigations revealed that CD163+ cells modulate their immune profile depending on the localization and that the immune inhibitory molecules VISTA and B7-H3 have higher expression in tumor-sparse versus tumor-rich tissue regions and targeting should be explored. We show that MCL tissues with more abundant infiltration of CD163+ cells have a higher expression of key components of the mitogen-activated protein kinase (MAPK) pathway, which was validated by complementary mRNA analyses. Thus, the MAPK pathway may be a feasible therapeutic target in MCL patients with CD163+ cell infiltration. We further show the independent and combined prognostic value of CD11c and CD163 beyond established risk factors.

2.
Cancers (Basel) ; 16(13)2024 Jun 21.
Article in English | MEDLINE | ID: mdl-39001353

ABSTRACT

With the aim to advance the understanding of immune regulation in MCL and to identify targetable T-cell subsets, we set out to combine image analysis and spatial omic technology focused on both early and late differentiation stages of T cells. MCL patient tissue (n = 102) was explored using image analysis and GeoMx spatial omics profiling of 69 proteins and 1812 mRNAs. Tumor cells, T helper (TH) cells and cytotoxic (TC) cells of early (CD57-) and late (CD57+) differentiation stage were analyzed. An image analysis workflow was developed based on fine-tuned Cellpose models for cell segmentation and classification. TC and CD57+ subsets of T cells were enriched in tumor-rich compared to tumor-sparse regions. Tumor-sparse regions had a higher expression of several key immune suppressive proteins, tentatively controlling T-cell expansion in regions close to the tumor. We revealed that T cells in late differentiation stages (CD57+) are enriched among MCL infiltrating T cells and are predictive of an increased expression of immune suppressive markers. CD47, IDO1 and CTLA-4 were identified as potential targets for patients with T-cell-rich MCL TIME, while GITR might be a feasible target for MCL patients with sparse T-cell infiltration. In subgroups of patients with a high degree of CD57+ TC-cell infiltration, several immune checkpoint inhibitors, including TIGIT, PD-L1 and LAG3 were increased, emphasizing the immune-suppressive features of this highly differentiated T-cell subset not previously described in MCL.

3.
Expert Rev Gastroenterol Hepatol ; 17(4): 405-412, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36803208

ABSTRACT

BACKGROUND: For advanced pancreatic cancer, pulmonary metastases (PM) have been considered favorable factors compared to metastases of other sites, but it remains unknown whether the prognosis of patients with synchronous liver and lung metastases is better than that of non-PM. METHODS: Data was derived from a two-decade cohort and included 932 cases of pancreatic adenocarcinoma with synchronous liver metastases (PACLM). Propensity score matching (PSM) was applied to balance 360 selected cases, grouped into PM (n = 90) and non-PM (n = 270). Overall survival (OS) and survival-related factors were analyzed. RESULTS: In PSM-adjusted data, the median OS was 7.3 and 5.8 months, for PM and non-PM, respectively (p = 0.16). Multivariate analysis revealed that male gender, poor performance status, higher hepatic tumor burden, ascites, elevated carbohydrate antigen 19-9, and lactate dehydrogenase were factors of poor survival (p < 0.05). Chemotherapy was the only independent significant factor of favorable prognosis (p < 0.05). CONCLUSION: Although lung involvement was indicated to be a favorable prognostic factor for patients with PACLM in the whole cohort, PM were not associated with better survivals in the subset of cases subjected to PSM adjustment.


Subject(s)
Adenocarcinoma , Carcinoma, Pancreatic Ductal , Liver Neoplasms , Pancreatic Neoplasms , Humans , Male , Pancreatic Neoplasms/pathology , Prognosis , Propensity Score , Liver Neoplasms/pathology , Lung/pathology , Retrospective Studies , Pancreatic Neoplasms
4.
Haematologica ; 108(4): 1092-1104, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36519324

ABSTRACT

The variable outcome to standard immunochemotherapy for mantle cell lymphoma (MCL) patients is a clinical challenge. Established risk factors, including high MCL International Prognostic Index (MIPI), high proliferation (Ki-67), non-classic (blastoid/pleomorphic) morphology, and mutated TP53, only partly identify patients in need of alternative treatment. Deepened understanding of biological factors that influence time to progression and relapse would allow for an improved stratification, and identification of novel targets for high-risk patients. We performed gene expression analyses to identify pathways and genes associated with outcome in a cohort of homogeneously treated patients. In addition to deregulated proliferation, we show that thermogenesis, fatty acid degradation and oxidative phosphorylation are altered in patients with poor survival, and that high expression of carnitine palmitoyltransferase 1A (CPT1A), an enzyme involved in fatty acid degradation, can specifically identify high-risk patients independent of the established high-risk factors. We suggest that complementary investigations of metabolism may increase the accuracy of patient stratification and that immunohistochemistry- based assessment of CPT1A can contribute to defining high-risk MCL.


Subject(s)
Lymphoma, Mantle-Cell , Adult , Humans , Lymphoma, Mantle-Cell/drug therapy , Lymphoma, Mantle-Cell/genetics , Carnitine O-Palmitoyltransferase/genetics , Risk Assessment , Prognosis , Neoplasm Recurrence, Local , Immunologic Factors/therapeutic use , Fatty Acids/therapeutic use
5.
Clin Colorectal Cancer ; 22(1): 111-119, 2023 03.
Article in English | MEDLINE | ID: mdl-36473779

ABSTRACT

BACKGROUND: The significance of systemic chemotherapy (SCT) combined with hepatic arterial infusion (HAI) chemotherapy in the treatment of pancreatic ductal adenocarcinoma with liver metastases (PACLM) remains unclear. Based on previous studies, this single-center propensity score matching (PSM) study aimed to explore the efficacy of SCT with or without HAI for PACLM. PATIENT AND METHODS: The PSM method was used to screen 661 cases of PACLM who received SCT at Tianjin Medical University Cancer Institute and Hospital from 2001 to 2020. According to the 1:6 ratio with PSM, 385 patients were divided into the SCT+HAI group (n = 55) and the SCT group (n = 330). After a median follow-up of 49 (range 7-153) months, overall survival (OS) and survival-related prognostic factors were analyzed. RESULTS: The main baseline characteristics of the SCT+HAI group and the SCT alone group were matched appropriately (P > .05). After PSM, the median OS for patients in the 2 groups was 10.6 and 7.6 months, respectively (P = .02). Multivariate analysis revealed that peritoneal metastases (P = .03), CA199 ≥ 500U/mL (P = .03), and lactate dehydrogenase (LDH) ≥ 250U/L (P = .03) were prognostic factors of poor survival, modern SCT plus HAI (P = .04) was a protective factor. CONCLUSION: Our findings indicated that adequate cycles of SCT+HAI result in better survival than SCT alone in patients with PACLM. Patients with peritoneal metastases, markedly elevated CA19-9 and LDH have a poorer prognosis. The conclusion has yet to be validated in randomized controlled clinical trials.


Subject(s)
Colorectal Neoplasms , Liver Neoplasms , Pancreatic Neoplasms , Peritoneal Neoplasms , Humans , Peritoneal Neoplasms/drug therapy , Propensity Score , Colorectal Neoplasms/pathology , Infusions, Intra-Arterial , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/pathology , Liver Neoplasms/secondary , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hepatic Artery/pathology , Pancreatic Neoplasms
6.
Cancers (Basel) ; 14(3)2022 Jan 27.
Article in English | MEDLINE | ID: mdl-35158910

ABSTRACT

The liquid biopsy has the potential to improve current clinical practice in oncology by providing real-time personalized information about a patient's disease status and response to treatment. In this study, we evaluated 161 peripheral blood (PB) samples that were collected around surgical resection from 47 metastatic colorectal cancer (mCRC) patients using the High-Definition Single Cell Assay (HDSCA) workflow. In conjunction with the standard circulating tumor cell (CTC) enumeration, cellular morphology and kinetics between time-points of collection were considered in the survival analysis. CTCs, CTC-Apoptotic, and CTC clusters were found to indicate poor survival with an increase in cell count from pre-resection to post-resection. This study demonstrates that CTC subcategorization based on morphological differences leads to nuanced results between the subtypes, emphasizing the heterogeneity within the CTC classification. Furthermore, we show that factoring in the time-point of each blood collection is critical, both for its static enumeration and for the change in cell populations between draws. By integrating morphology and time-based analysis alongside standard CTC enumeration, liquid biopsy platforms can provide greater insight into the pathophysiology of mCRC by highlighting the complexity of the disease across a patient's treatment.

7.
Converg Sci Phys Oncol ; 4(1)2018 Mar.
Article in English | MEDLINE | ID: mdl-30906572

ABSTRACT

Molecular analysis of circulating and disseminated tumor cells (CTCs/DTCs) has great potential as a means for continuous evaluation of prognosis and treatment efficacy in near-real time through minimally invasive liquid biopsies. To realize this potential, however, methods for molecular analysis of these rare cells must be developed and validated. Here, we describe the integration of imaging mass cytometry (IMC) using metal-labeled antibodies as implemented on the Fluidigm Hyperion Imaging System into the workflow of the previously established High Definition Single Cell Analysis (HD-SCA) assay for liquid biopsies, along with methods for image analysis and signal normalization. Using liquid biopsies from a metastatic prostate cancer case, we demonstrate that IMC can extend the reach of CTC characterization to include dozens of protein biomarkers, with the potential to understand a range of biological properties that could affect therapeutic response, metastasis and immune surveillance when coupled with simultaneous phenotyping of thousands of leukocytes.

8.
Mol Oncol ; 10(8): 1305-16, 2016 10.
Article in English | MEDLINE | ID: mdl-27522951

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is a disease where detection preceding clinical symptoms significantly increases the life expectancy of patients. In this study, a recombinant antibody microarray platform was used to analyze 213 Chinese plasma samples from PDAC patients and normal control (NC) individuals. The cohort was stratified according to disease stage, i.e. resectable disease (stage I/II), locally advanced (stage III) and metastatic disease (stage IV). Support vector machine analysis showed that all PDAC stages could be discriminated from controls and that the accuracy increased with disease progression, from stage I to IV. Patients with stage I/II PDAC could be discriminated from NC with high accuracy based on a plasma protein signature, indicating a possibility for early diagnosis and increased detection rate of surgically resectable tumors.


Subject(s)
Blood Proteins/metabolism , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Proteomics/methods , Adult , Aged , Aged, 80 and over , Asian People , Biomarkers, Tumor/metabolism , Case-Control Studies , Cohort Studies , Female , Humans , Male , Middle Aged , Neoplasm Staging , Pancreatic Neoplasms/pathology , Principal Component Analysis , White People , Young Adult
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