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Varghese S, Abraham MK, Indongo G, Rajeevan G, Kala ABK, Lekshman A, George S. In Vivo Imaging of Pancreatic Cancer in BALB/c Mice Using Erlotinib-Conjugated Carbon Quantum Dots Derived from 1,4,5,8-Tetraminoanthraquinone. Bioconjug Chem 2025; 36:1329-1339. [PMID: 40411531 DOI: 10.1021/acs.bioconjchem.5c00191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2025]
Abstract
Pancreatic cancer remains one of the most aggressive malignancies with a poor prognosis due to late-stage diagnosis and limited treatment options. Fluorescence imaging has emerged as a valuable tool for early detection and targeted imaging of pancreatic cancer, offering improved visualization of tumors at the molecular level. Among various fluorescence techniques, fluorescence imaging using longer-wavelength nanomaterials holds significant promise due to their deeper tissue penetration and reduced background autofluorescence. In this study, we report the development of red-emitting carbon quantum dots designed for targeted imaging of pancreatic cancer. These carbon quantum dots were functionalized with erlotinib to enhance cancer cell specificity. In vitro biological evaluations demonstrated minimal cytotoxicity, prompting further investigations in vivo. Using BALB/c mice as model organisms, in vivo imaging showcased the efficacy of the developed probe for targeted pancreatic cancer detection, suggesting its potential as a robust tool for cancer diagnostics and imaging.
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Affiliation(s)
- Susan Varghese
- Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
| | - Merin K Abraham
- Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
| | - Geneva Indongo
- Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
| | - Greeshma Rajeevan
- Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
| | - Arathy B K Kala
- Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
| | - Aishwarya Lekshman
- Department of Biochemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
| | - Sony George
- Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
- International Inter University Centre for Sensing and Imaging (IIUCSI), Department of Chemistry, University of Kerala, Kariavattom campus, Thiruvananthapuram, Kerala 695581, India
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2
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Bodas C, Felipe I, Chanez B, Lafarga M, Lopez de Maturana E, Martinez de Villarreal J, Del Pozo N, Malumbres M, Vargiu P, Cayuela A, Peset I, Connelly K, Hoskins J, Méndez R, Amundadottir L, Malats N, Ortega S, Real FX. A Common CTRB misfolding variant associated with pancreatic cancer risk causes ER stress and inflammation in mice. Gut 2025:gutjnl-2024-333406. [PMID: 40254337 DOI: 10.1136/gutjnl-2024-333406] [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: 07/23/2024] [Accepted: 03/25/2025] [Indexed: 04/22/2025]
Abstract
BACKGROUND Genome-wide association studies have identified an exon 6 CTRB2 deletion variant proposed to increase pancreatic cancer risk. OBJECTIVE To acquire evidence on its causal role, we developed and analysed a new mouse strain carrying an equivalent variant in Ctrb1, the mouse CTRB2 orthologue. DESIGN We used CRISPR/Cas9 to introduce a 707 bp deletion encompassing Ctrb1 exon 6 (Ctrb1Δexon6 ). This mutation closely mimics the human variant. Mice carrying the mutant allele were profiled at 3 months to assess their phenotype. RESULTS Ctrb1Δexon6 mutant mice express a truncated CTRB1 that accumulates in the endoplasmic reticulum (ER). The pancreas of homozygous mutant mice displays reduced chymotrypsin activity, total protein synthesis and amylase secretion. The histological aspect of the pancreas is inconspicuous but ultrastructural analysis shows evidence of dramatic ER stress and cytoplasmic and nuclear inclusions. Transcriptomic studies of the mutant pancreas reveal downregulation of the acinar programme and increased activity of ER stress-related and inflammatory pathways. Agr2 is one of the most upregulated genes in mutant pancreata. Heterozygous mice have an intermediate phenotype. Ctrb1Δexon6 mutant mice exhibit impaired recovery from acute caerulein-induced pancreatitis. Administration of tauroursodeoxycholic acid or sulindac partially alleviates the phenotype. A transcriptomic signature derived from the mutant pancreata is significantly enriched in normal human pancreas of CTRB2 exon 6 deletion variant carriers from the GTEx cohort. CONCLUSIONS This mouse strain provides evidence that the exon 6 deletion causes ER stress and inflammation and is an excellent model to understand its contribution to pancreatic cancer and identify preventive strategies.
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Affiliation(s)
- Cristina Bodas
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Irene Felipe
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
| | - Brice Chanez
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Medical Oncology Department, Institut Paoli-Calmettes, Marseille, France
| | | | - Evangelina Lopez de Maturana
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre, Madrid, Spain
| | - Jaime Martinez de Villarreal
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
| | - Natalia Del Pozo
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Marina Malumbres
- Mechanisms of Disease Group, Institut de Recerca Biomèdica, Barcelona, Spain
| | - Pierfrancesco Vargiu
- Genome Editing Core Unit, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Ana Cayuela
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncologicas, Madrid, Spain
| | - Isabel Peset
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncologicas, Madrid, Spain
| | - Katelyn Connelly
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland, USA
| | - Jason Hoskins
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland, USA
| | - Raúl Méndez
- Mechanisms of Disease Group, Institut de Recerca Biomèdica, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Laufey Amundadottir
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland, USA
| | - Núria Malats
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre, Madrid, Spain
| | - Sagrario Ortega
- Genome Editing Core Unit, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Francisco X Real
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
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3
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Okada Y, Sato Y, Shinomiya R, Miyake T, Takahashi T, Yokoyama R, Mitsui Y, Tomonari T, Okamoto K, Sogabe M, Miyamoto H, Kawano Y, Takayama T. Conditions for effective use of liposomal irinotecan with fluorouracil and leucovorin in unresectable pancreatic cancer after FOLFIRINOX treatment. Int J Clin Oncol 2025:10.1007/s10147-024-02677-y. [PMID: 40266453 DOI: 10.1007/s10147-024-02677-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 12/01/2024] [Indexed: 04/24/2025]
Abstract
BACKGROUND Liposomal irinotecan + fluorouracil/leucovorin (nal-IRI + 5FU/LV) is commonly used as a second- or later-line treatment for pancreatic ductal adenocarcinoma (PDAC) and offers survival benefits. However, its efficacy and safety in patients previously treated with FOLFIRINOX, which includes irinotecan, remain unclear. We evaluated the efficacy and safety of nal-IRI + 5FU/LV in patients with unresectable PDAC who received previous FOLFIRINOX therapy and those who did not. METHODS This retrospective observational study included 42 patients with PDAC who were treated with nal-IRI + 5FU/LV (October 2020-November 2023). Patients were grouped based on prior FOLFIRINOX treatment. RESULTS The progression-free survival (PFS) in patients who previously received modified FOLFIRINOX (mFFX) therapy was shorter than that in patients who did not (2.5 vs. 3.5 months, P = 0.07). When patients with greater than- and less than the cut-off value of irinotecan-free interval (IFI) were classified into the long and short IFI groups, respectively, PFS was significantly longer in the long-IFI group than that in the short IFI group (4.0 vs. 2.1 months, P = 0.01). Moreover, the C-reactive protein/albumin ratio (CAR) was also a significant predictor of PFS (P = 0.03). Furthermore, both factors were found to be independent factors influencing PFS in the univariate Cox regression analysis (P = 0.02 and P = 0.04). CONCLUSION Nal-IRI + 5FU/LV therapy may be a safe and effective option as a second- or later-line treatment, particularly for patients who have not previously received mFFX therapy. For patients who received prior mFFX exposure, a longer IFI and lower CAR may indicate greater potential benefit, thus aiding in more personalized treatment approaches.
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Affiliation(s)
- Yasuyuki Okada
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Yasushi Sato
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan.
- Department of Community Medicine for Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan.
| | - Ryo Shinomiya
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Takanori Miyake
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Taku Takahashi
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Reiko Yokoyama
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Yasuhiro Mitsui
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Tetsu Tomonari
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Koichi Okamoto
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Masahiro Sogabe
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Hiroshi Miyamoto
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Yutaka Kawano
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
| | - Tetsuji Takayama
- Department of Gastroenterology and Oncology, Tokushima University Graduate School, Tokushima, Japan
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4
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Pei G, Min J, Rajapakshe KI, Branchi V, Liu Y, Selvanesan BC, Thege F, Sadeghian D, Zhang D, Cho KS, Chu Y, Dai E, Han G, Li M, Yee C, Takahashi K, Garg B, Tiriac H, Bernard V, Semaan A, Grem JL, Caffrey TC, Burks JK, Lowy AM, Aguirre AJ, Grandgenett PM, Hollingsworth MA, Guerrero PA, Wang L, Maitra A. Spatial mapping of transcriptomic plasticity in metastatic pancreatic cancer. Nature 2025:10.1038/s41586-025-08927-x. [PMID: 40269162 DOI: 10.1038/s41586-025-08927-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/20/2025] [Indexed: 04/25/2025]
Abstract
Patients with treatment-refractory pancreatic cancer often succumb to systemic metastases1-3; however, the transcriptomic heterogeneity that underlies therapeutic recalcitrance remains understudied, particularly in a spatial context. Here we construct high-resolution maps of lineage states, clonal architecture and the tumour microenvironment (TME) using spatially resolved transcriptomics from 55 samples of primary tumour and metastases (liver, lung and peritoneum) collected from rapid autopsies of 13 people. We observe discernible transcriptomic shifts in cancer-cell lineage states as tumours transition from primary sites to organ-specific metastases, with the most pronounced intra-patient distinctions between liver and lung. Phylogenetic trees constructed from inferred copy number variations in primary and metastatic loci in each patient highlight diverse patient-specific evolutionary trajectories and clonal dissemination. We show that multiple tumour lineage states co-exist in each tissue, including concurrent metastatic foci in the same organ. Agnostic to tissue site, lineage states correlate with distinct TME features, such as the spatial proximity of TGFB1-expressing myofibroblastic cancer-associated fibroblasts (myCAFs) to aggressive 'basal-like' cancer cells, but not to cells in the 'classical' or 'intermediate' states. These findings were validated through orthogonal and cross-species analyses using mouse tissues and patient-derived organoids. Notably, basal-like cancer cells aligned with myCAFs correlate with plasma-cell exclusion from the tumour milieu, and neighbouring cell analyses suggest that CXCR4-CXCL12 signalling is the underlying basis for observed immune exclusion. Collectively, our findings underscore the profound transcriptomic heterogeneity and microenvironmental dynamics that characterize treatment-refractory pancreatic cancer.
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Affiliation(s)
- Guangsheng Pei
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jimin Min
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kimal I Rajapakshe
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vittorio Branchi
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yunhe Liu
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benson Chellakkan Selvanesan
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fredrik Thege
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dorsay Sadeghian
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Daiwei Zhang
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
| | - Kyung Serk Cho
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yanshuo Chu
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Enyu Dai
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Guangchun Han
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mingyao Li
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Cassian Yee
- Department of Melanoma Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Immunology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kazuki Takahashi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Bharti Garg
- Department of Surgery, Division of Surgical Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Herve Tiriac
- Department of Surgery, Division of Surgical Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Vincent Bernard
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander Semaan
- Department of Surgery, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Jean L Grem
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Thomas C Caffrey
- Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jared K Burks
- Department of Leukemia and Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew M Lowy
- Department of Surgery, Division of Surgical Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Paul M Grandgenett
- Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Michael A Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Paola A Guerrero
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linghua Wang
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences, Houston, TX, USA.
- James P. Allison Institute, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Institute for Data Science in Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Anirban Maitra
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Li X, Yang T, Sun G, Lin B, Tang C, Zhao Z. Mapping the formation of gemcitabine-immunoglobulin nanoparticles and the subsequent activity against pancreatic cancer cells. Int J Biol Macromol 2025; 304:140729. [PMID: 39920937 DOI: 10.1016/j.ijbiomac.2025.140729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 01/17/2025] [Accepted: 02/04/2025] [Indexed: 02/10/2025]
Abstract
This research involved the synthesis of Gemcitabine-immunoglobulin nanoparticles (GIgG NPs) and the exploration of their apoptotic mechanisms in targeting Panc-1 cancer cells. A desolvation technique for synthesis was applied, resulting in the heterogeneous clustering of IgG molecules with several Gemcitabine molecules. The DLE and DEE were determined to be 6.8 ± 0.32 % and 93.28 ± 2.88 %, respectively. Dynamic Light Scattering (DLS) and imaging analysis indicated a size of 122.1 nm, a PDI of 0.21, and a zeta potential of -23.78 mV. Fluorescence spectroscopy revealed a reduction and shift in the intrinsic fluorescence of IgG as the Gemcitabine concentration increased. ITC data showed that the binding sites (n) for IgG were 0.96, suggesting roughly one Gemcitabine binding site per IgG molecule, while for GIgG NPs, the n value was measured at 0.84. The binding constant (Kb) for IgG-Gemcitabine was 2.06 × 105 M-1, while for GIgG NPs, it was 1.26 × 105 M-1. The Gibbs free energy (ΔG°) for IgG-Gemcitabine was -30.41 kJ/mol, while for GIgG NPs it was -29.18 kJ/mol. Moreover, negative ΔH° and positive ΔS° values suggested that hydrogen bonds and hydrophobic interactions could facilitate the formation of the complex. Molecular docking analysis indicated that nonpolar interactions and intermolecular solvation play a role in the binding of Gemcitabine to IgG. The release kinetics aligned closely with the Korsmeyer-Peppas and Higuchi models for the pH-sensitive release of Gemcitabine. The IC50 of Gemcitabine for Panc-1 cancer cells dropped seven-fold when encapsulated in GIgG NPs, demonstrating enhanced cytotoxicity and selective targeting of cancer cells. Mechanisms for inducing apoptosis were evident via increased effectiveness, gene expression alteration, caspase activation, and oxidative stress. These results indicate that GIgG NPs could serve as a potential therapeutic option for the targeted treatment of pancreatic cancer.
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Affiliation(s)
- Xiaona Li
- Blood Transfusion Department, Qingdao Central Hospital, University of Health and Rehabilitation Sciences, Qingdao 266000, China
| | - Tao Yang
- The Department of General Surgery, Qingdao Central Hospital,University of Health and Rehabilitation Sciences, Qingdao 266000, China.
| | - Guofeng Sun
- The Department of General Surgery, Qingdao Central Hospital,University of Health and Rehabilitation Sciences, Qingdao 266000, China
| | - Bobin Lin
- The Department of General Surgery, Qingdao Central Hospital,University of Health and Rehabilitation Sciences, Qingdao 266000, China
| | - Chuxian Tang
- The Department of General Surgery, Qingdao Central Hospital,University of Health and Rehabilitation Sciences, Qingdao 266000, China
| | - Zuhao Zhao
- The Department of General Surgery, Qingdao Central Hospital,University of Health and Rehabilitation Sciences, Qingdao 266000, China
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Turlej E, Domaradzka A, Radzka J, Drulis-Fajdasz D, Kulbacka J, Gizak A. Cross-Talk Between Cancer and Its Cellular Environment-A Role in Cancer Progression. Cells 2025; 14:403. [PMID: 40136652 PMCID: PMC11940884 DOI: 10.3390/cells14060403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Revised: 02/27/2025] [Accepted: 03/06/2025] [Indexed: 03/27/2025] Open
Abstract
The tumor microenvironment is a dynamic and complex three-dimensional network comprising the extracellular matrix and diverse non-cancerous cells, including fibroblasts, adipocytes, endothelial cells and various immune cells (lymphocytes T and B, NK cells, dendritic cells, monocytes/macrophages, myeloid-derived suppressor cells, and innate lymphoid cells). A constantly and rapidly growing number of studies highlight the critical role of these cells in shaping cancer survival, metastatic potential and therapy resistance. This review provides a synthesis of current knowledge on the modulating role of the cellular microenvironment in cancer progression and response to treatment.
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Affiliation(s)
- Eliza Turlej
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Aleksandra Domaradzka
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Justyna Radzka
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Dominika Drulis-Fajdasz
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Julita Kulbacka
- Departament of Molecular and Cellular Biology, Faculty of Pharmacy, Wrocław Medical University, Borowska 211A, 50-556 Wrocław, Poland;
- Department of Immunology and Bioelectrochemistry, State Research Institute Centre for Innovative Medicine, LT-08406 Vilnius, Lithuania
| | - Agnieszka Gizak
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
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7
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Wu HY, Tsou HH, Lu LS, Lee HL, Chiou JF, Ch'ang HJ. Role of Neoadjuvant Chemoradiation Therapy for Resectable and Borderline Resectable Pancreatic Adenocarcinoma-A Systematic Review and Meta-Analysis. Int J Radiat Oncol Biol Phys 2025:S0360-3016(25)00175-0. [PMID: 40074045 DOI: 10.1016/j.ijrobp.2025.02.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 01/31/2025] [Accepted: 02/19/2025] [Indexed: 03/14/2025]
Abstract
BACKGROUND Randomized trials and meta-analyses have indicated longer survival with neoadjuvant than with adjuvant therapy in patients with resectable or borderline resectable (R/BR) pancreatic adenocarcinoma. Despite the efficacy of chemotherapy, the role of radiation therapy as an adjuvant or neoadjuvant treatment for patients with R/BR pancreatic adenocarcinoma remains unclear. In this systematic review and meta-analysis, we compared the benefits of additional chemoradiation therapy (CRT) to neoadjuvant chemotherapy (NAC) with NAC alone for R/BR pancreatic adenocarcinoma. METHODS AND MATERIALS A systematic literature search was conducted on Embase, Web of Science, PubMed, Cochrane, and Google Scholar. Median overall survival (OS) was the primary endpoint. Secondary endpoints included disease-free survival (DFS), resection rate, and R0 resection rate. RESULTS This review and meta-analysis included 31 prospective studies, of which 9 were randomized trials. In these studies, 658 patients from 14 study arms received NAC alone and 912 patients from 19 study arms received both NAC and CRT (NAC-CRT). The pooled median OS was 25.55 months (95% CI, 21.59-30.24 months) for NAC alone and 17.55 months (95% CI, 16.47-18.70 months; P < .0001) for NAC-CRT. The pooled R0 resection rate was higher with NAC-CRT (83.43%) than with NAC (69.97%; P < .0001). No significant difference was observed in DFS or resection rate between the 2 groups. In patients who received 5 or more cycles of initial chemotherapy, NAC-CRT was associated with longer OS than NAC (23.30 vs 21.85 months; P = .856). CONCLUSIONS NAC provides significantly longer OS than NAC-CRT to R/BR pancreatic adenocarcinoma. NAC-CRT is associated with a significantly improved R0 resection rate. This positive local effect of CRT can be translated to extended survival when 5 cycles or more of NAC are prescribed.
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Affiliation(s)
- Hsiao-Yu Wu
- Institute of Public Health Sciences, National Health Research Institutes, Zhunan, Taiwan
| | - Hsiao-Hui Tsou
- Institute of Public Health Sciences, National Health Research Institutes, Zhunan, Taiwan
| | - Long-Sheng Lu
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan
| | - Hsin-Lun Lee
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan
| | - Jeng Fong Chiou
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan
| | - Hui-Ju Ch'ang
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan; National Institute of Cancer Research, National Health Research Institutes, Zhunan, Taiwan; Department of Oncology, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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8
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Chihanga T, Xu S, Fultz HN, Nicholson JD, Brombacher MD, Hawkins K, Fay DR, Steil MM, Ni S, Kennedy MA. How Early Can Pancreatic Tumors Be Detected Using NMR-Based Urine Metabolic Profiling? Identification of Early-Stage Biomarkers of Tumor Initiation and Progression in an Orthotopic Xenograft Mouse Model of Pancreatic Cancer. Metabolites 2025; 15:142. [PMID: 40137107 PMCID: PMC11943925 DOI: 10.3390/metabo15030142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 01/29/2025] [Accepted: 02/02/2025] [Indexed: 03/27/2025] Open
Abstract
Background: Pancreatic cancer is the most lethal of all human cancers. The disease has no obvious symptoms in its early stages and in the majority of cases, the cancer goes undetected until it has advanced to the point that surgery is no longer a viable option or until it has metastasized to other organs. The absence of reliable and sensitive biomarkers for the early detection of pancreatic cancer contributes to the poor ability to detect the disease before it progresses to an untreatable stage. Objectives: Here, an orthotopic xenograft mouse model of pancreatic cancer was investigated to determine if urinary metabolic biomarkers could be identified and used to detect the early formation of pancreatic tumors. Methods: The orthotopic xenograft mouse model of pancreatic cancer was established by injecting human MiaPaCa-2 cells, derived from a male patient aged 65 years with pancreatic adenocarcinoma, into the pancreata of severe combined immunodeficient mice. Orthotopic pancreatic tumors, allowed to grow for eight weeks, were successfully established in the pancreata in 15 out of 20 mice. At the time of sacrifice, tumors were excised and histologically analyzed and the masses and volumes recorded. Urine samples were collected prior to injection, at one-week post injection, and every two weeks afterwards for eight weeks. Results: NMR-based metabolic profiling of the urine samples indicated that 31 metabolites changed significantly over the course of tumor initiation and growth. Longitudinal metabolic profiling analysis indicated an initial increase in activity of the metabolic pathways involved in energy production and/or cell synthesis by cancer cells as required to support tumor growth that was followed by a diminished difference between control and orthotopic mice associated with tumor senescence as the tumors reached 7-8 weeks post injection. Conclusions: The results indicate that NMR-based urinary metabolic profiling may be able to detect the earliest stages of pancreatic tumor initiation and growth, highlighting the potential for translation to human clinical studies.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Michael A. Kennedy
- Department of Chemistry and Biochemistry, Miami University, Oxford, OH 45056, USA; (T.C.); (S.X.); (H.N.F.); (J.D.N.); (M.D.B.); (K.H.); (D.R.F.); (S.N.)
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9
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Nadeem A, Ashraf R, Mahmood T, Parveen S. Automated CAD system for early detection and classification of pancreatic cancer using deep learning model. PLoS One 2025; 20:e0307900. [PMID: 39752442 PMCID: PMC11698441 DOI: 10.1371/journal.pone.0307900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 07/10/2024] [Indexed: 01/06/2025] Open
Abstract
Accurate diagnosis of pancreatic cancer using CT scan images is critical for early detection and treatment, potentially saving numerous lives globally. Manual identification of pancreatic tumors by radiologists is challenging and time-consuming due to the complex nature of CT scan images and variations in tumor shape, size, and location of the pancreatic tumor also make it challenging to detect and classify different types of tumors. Thus, to address this challenge we proposed a four-stage framework of computer-aided diagnosis systems. In the preprocessing stage, the input image resizes into 227 × 227 dimensions then converts the RGB image into a grayscale image, and enhances the image by removing noise without blurring edges by applying anisotropic diffusion filtering. In the segmentation stage, the preprocessed grayscale image a binary image is created based on a threshold, highlighting the edges by Sobel filtering, and watershed segmentation to segment the tumor region and we also implement the U-Net method for segmentation. Then refine the geometric structure of the image using morphological operation and extracting the texture features from the image using a gray-level co-occurrence matrix computed by analyzing the spatial relationship of pixel intensities in the refined image, counting the occurrences of pixel pairs with specific intensity values and spatial relationships. The detection stage analyzes the tumor region's extracted features characteristics by labeling the connected components and selecting the region with the highest density to locate the tumor area, achieving a good accuracy of 99.64%. In the classification stage, the system classifies the detected tumor into the normal, pancreatic tumor, then into benign, pre-malignant, or malignant using a proposed reduced 11-layer AlexNet model. The classification stage attained an accuracy level of 98.72%, an AUC of 0.9979, and an overall system average processing time of 1.51 seconds, demonstrating the capability of the system to effectively and efficiently identify and classify pancreatic cancers.
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Affiliation(s)
- Abubakar Nadeem
- Department of Computer Science, National Textile University, Faisalabad, Pakistan
| | - Rahan Ashraf
- Department of Computer Science, National Textile University, Faisalabad, Pakistan
| | - Toqeer Mahmood
- Department of Computer Science, National Textile University, Faisalabad, Pakistan
| | - Sajida Parveen
- Department of Computer Science, National Textile University, Faisalabad, Pakistan
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10
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Daniel N, Farinella R, Chatziioannou AC, Jenab M, Mayén AL, Rizzato C, Belluomini F, Canzian F, Tavanti A, Keski-Rahkonen P, Hughes DJ, Campa D. Genetically predicted gut bacteria, circulating bacteria-associated metabolites and pancreatic ductal adenocarcinoma: a Mendelian randomisation study. Sci Rep 2024; 14:25144. [PMID: 39448785 PMCID: PMC11502931 DOI: 10.1038/s41598-024-77431-5] [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: 08/22/2024] [Accepted: 10/22/2024] [Indexed: 10/26/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has high mortality and rising incidence rates. Recent data indicate that the gut microbiome and associated metabolites may play a role in the development of PDAC. To complement and inform observational studies, we investigated associations of genetically predicted abundances of individual gut bacteria and genetically predicted circulating concentrations of microbiome-associated metabolites with PDAC using Mendelian randomisation (MR). Gut microbiome-associated metabolites were identified through a comprehensive search of Pubmed, Exposome Explorer and Human Metabolome Database. Single Nucleotide Polymorphisms (SNPs) associated by Genome-Wide Association Studies (GWAS) with circulating levels of 109 of these metabolites were collated from Pubmed and the GWAS catalogue. SNPs for 119 taxonomically defined gut genera were selected from a meta-analysis performed by the MiBioGen consortium. Two-sample MR was conducted using GWAS summary statistics from the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4), including a total of 8,769 cases and 7,055 controls. Inverse variance-weighted MR analyses were performed along with sensitivity analyses to assess potential violations of MR assumptions. Nominally significant associations were noted for genetically predicted circulating concentrations of mannitol (odds ratio per standard deviation [ORSD] = 0.97; 95% confidence interval [CI]: 0.95-0.99, p = 0.006), methionine (ORSD= 0.97; 95%CI: 0.94-1.00, p = 0.031), stearic acid (ORSD= 0.93; 95%CI: 0.87-0.99, p = 0.027), carnitine = (ORSD=1.01; 95% CI: 1.00-1.03, p = 0.027), hippuric acid (ORSD= 1.02; 95%CI: 1.00-1.04, p = 0.038) and 3-methylhistidine (ORSD= 1.05; 95%CI: 1.01-1.10, p = 0.02). Two gut microbiome genera were associated with reduced PDAC risk; Clostridium sensu stricto 1 (OR: 0.88; 95%CI: 0.78-0.99, p = 0.027) and Romboutsia (OR: 0.87; 95%CI: 0.80-0.96, p = 0.004). These results, though based only on genetically predicted gut microbiome characteristics and circulating bacteria-related metabolite concentrations, provide evidence for causal associations with pancreatic carcinogenesis.
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Affiliation(s)
- Neil Daniel
- Molecular Epidemiology of Cancer Group, UCD Conway Institute, School of Biomedical and Biomolecular Sciences, University College Dublin, Dublin, Ireland
| | | | | | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Ana-Lucia Mayén
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | | | | | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Pekka Keski-Rahkonen
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - David J Hughes
- Molecular Epidemiology of Cancer Group, UCD Conway Institute, School of Biomedical and Biomolecular Sciences, University College Dublin, Dublin, Ireland.
| | - Daniele Campa
- Department of Biology, University of Pisa, Pisa, Italy
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11
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Calistri S, Ottaviano G, Ubaldini A. Radiopharmaceuticals for Pancreatic Cancer: A Review of Current Approaches and Future Directions. Pharmaceuticals (Basel) 2024; 17:1314. [PMID: 39458955 PMCID: PMC11510189 DOI: 10.3390/ph17101314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/28/2024] Open
Abstract
The poor prognosis of pancreatic cancer requires novel treatment options. This review examines the evolution of radiopharmaceuticals in the treatment of pancreatic cancer. Established strategies such as peptide receptor radionuclide therapy (PRRT) offer targeted and effective treatment, compared to conventional treatments. However, there are currently no radiopharmaceuticals approved for the treatment of pancreatic cancer in Europe, which requires further research and novel approaches. New radiopharmaceuticals including radiolabeled antibodies, peptides, and nanotechnological approaches are promising in addressing the challenges of pancreatic cancer therapy. These new agents may offer more specific targeting and potentially improve efficacy compared to traditional therapies. Further research is needed to optimize efficacy, address limitations, and explore the overall potential of these new strategies in the treatment of this aggressive and harmful pathology.
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Affiliation(s)
- Sara Calistri
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy
- ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, C.R. Bologna, Via Martiri di Monte Sole 4, 40129 Bologna, Italy; (G.O.); (A.U.)
| | - Giuseppe Ottaviano
- ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, C.R. Bologna, Via Martiri di Monte Sole 4, 40129 Bologna, Italy; (G.O.); (A.U.)
| | - Alberto Ubaldini
- ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, C.R. Bologna, Via Martiri di Monte Sole 4, 40129 Bologna, Italy; (G.O.); (A.U.)
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12
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Hesami Z, Olfatifar M, Sadeghi A, Zali M, Mohammadi‐Yeganeh S, Habibi M, Ghadir M, Houri H. Global Trend in Pancreatic Cancer Prevalence Rates Through 2040: An Illness-Death Modeling Study. Cancer Med 2024; 13:e70318. [PMID: 39440551 PMCID: PMC11497012 DOI: 10.1002/cam4.70318] [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: 06/22/2024] [Revised: 09/18/2024] [Accepted: 09/28/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND Despite remarkable progress in contemporary medical technology and enhanced survival outcomes for various cancer types, pancreatic cancer (PC) continues to stand out as a particularly deadly gastrointestinal malignancy. Given a persistent rise in both incidence and the corresponding mortality rates of PC globally, evaluations of PC burden by sex are of great importance. Here, we used the illness-death multi-state model (IDM) to forecast the prevalence of PC through the year 2040. METHODS IDM was established based on obtainable data to predict the future prevalence of PC on global, regional, and national scales from 2019 to 2040. Analyses were also performed regarding sex and 95% confidence intervals (CIs) are presented for all estimates. RESULTS The projected prevalence rate for 2040 is anticipated to be 6.093 ([95% CI 5.47-6.786] per 100,000) worldwide, indicating a significant increase of 31.45% since 1990, and a 12.29% increase since 2019. The estimated average annual increase since 2020 was 0.5%. Considering sex differences, females are expected to have a steeper slope in prevalence rate than males. Intriguingly, when considering the percentage changes between the periods of 2019-2040 and 1990-2019 for both sexes, females exhibited 29% and 11% increase relative to males (2.6-fold greater increase). CONCLUSIONS By 2040, it is predicted that the prevalence of PC will increase globally, with women being at higher risk of developing the disease. Considering the percentage changes, regions with lower socioeconomic status are anticipated to face a greater risk of experiencing PC compared to other geographical areas.
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Affiliation(s)
- Zeinab Hesami
- Foodborne and Waterborne Diseases Research CenterResearch Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical SciencesTehranIran
- Department of MicrobiologySchool of Medicine, Shahid Beheshti University of Medical SciencesTehranIran
| | - Meysam Olfatifar
- Gastroenterology and Hepatology Diseases Research CenterQom University of Medical SciencesQomIran
| | - Amir Sadeghi
- Gastroenterology and Liver Diseases Research CenterResearch Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical SciencesTehranIran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research CenterResearch Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical SciencesTehranIran
| | - Samira Mohammadi‐Yeganeh
- Cellular and Molecular Biology Research CenterShahid Beheshti University of Medical SciencesTehranIran
- Department of Medical BiotechnologySchool of Advanced Technologies in Medicine, Shahid Beheshti University of Medical SciencesTehranIran
| | | | - Mohammad Reza Ghadir
- Gastroenterology and Hepatology Diseases Research CenterQom University of Medical SciencesQomIran
| | - Hamidreza Houri
- Foodborne and Waterborne Diseases Research CenterResearch Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical SciencesTehranIran
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13
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Sgarminato V, Madrid-Wolff J, Boniface A, Ciardelli G, Tonda-Turo C, Moser C. 3D in vitromodeling of the exocrine pancreatic unit using tomographic volumetric bioprinting. Biofabrication 2024; 16:045034. [PMID: 39121863 DOI: 10.1088/1758-5090/ad6d8d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 08/09/2024] [Indexed: 08/12/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most common type of pancreatic cancer, a leading cause of cancer-related deaths globally. Initial lesions of PDAC develop within the exocrine pancreas' functional units, with tumor progression driven by interactions between PDAC and stromal cells. Effective therapies require anatomically and functionally relevantin vitrohuman models of the pancreatic cancer microenvironment. We employed tomographic volumetric bioprinting, a novel biofabrication method, to create human fibroblast-laden constructs mimicking the tubuloacinar structures of the exocrine pancreas. Human pancreatic ductal epithelial (HPDE) cells overexpressing the KRAS oncogene (HPDE-KRAS) were seeded in the multiacinar cavity to replicate pathological tissue. HPDE cell growth and organization within the structure were assessed, demonstrating the formation of a thin epithelium covering the acini inner surfaces. Immunofluorescence assays showed significantly higher alpha smooth muscle actin (α-SMA) vs. F-actin expression in fibroblasts co-cultured with cancerous versus wild-type HPDE cells. Additionally,α-SMA expression increased over time and was higher in fibroblasts closer to HPDE cells. Elevated interleukin (IL)-6 levels were quantified in supernatants from co-cultures of stromal and HPDE-KRAS cells. These findings align with inflamed tumor-associated myofibroblast behavior, serving as relevant biomarkers to monitor early disease progression and target drug efficacy. To our knowledge, this is the first demonstration of a 3D bioprinted model of exocrine pancreas that recapitulates its true 3-dimensional microanatomy and shows tumor triggered inflammation.
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Affiliation(s)
- Viola Sgarminato
- Laboratory of Applied Photonics Devices, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Jorge Madrid-Wolff
- Laboratory of Applied Photonics Devices, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Antoine Boniface
- Laboratory of Applied Photonics Devices, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Gianluca Ciardelli
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Chiara Tonda-Turo
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Christophe Moser
- Laboratory of Applied Photonics Devices, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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14
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Lorestani P, Dashti M, Nejati N, Habibi MA, Askari M, Robat-Jazi B, Ahmadpour S, Tavakolpour S. The complex role of macrophages in pancreatic cancer tumor microenvironment: a review on cancer progression and potential therapeutic targets. Discov Oncol 2024; 15:369. [PMID: 39186144 PMCID: PMC11347554 DOI: 10.1007/s12672-024-01256-x] [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: 04/25/2024] [Accepted: 08/20/2024] [Indexed: 08/27/2024] Open
Abstract
Pancreatic cancer (PC) is one of the deadliest cancers worldwide with low survival rates and poor outcomes. The treatment landscape for PC is fraught with obstacles, including drug resistance, lack of effective targeted therapies and the immunosuppressive tumor microenvironment (TME). The resistance of PC to existing immunotherapies highlights the need for innovative approaches, with the TME emerging as a promising therapeutic target. The recent advancements in understanding the role of macrophages, this context highlight their significant impact on tumor development and progression. There are two important types of macrophages: M1 and M2, which play critical roles in the TME. Therapeutics strategies including, depletion of tumor-associated macrophages (TAMs), reprogramming TAMs to promote anti-tumor activity, and targeting macrophage recruitment can lead to promising outcomes. Targeting macrophage-related pathways may offer novel strategies for modulating immune responses, inhibiting angiogenesis, and overcoming resistance to chemotherapy in PC treatment.
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Affiliation(s)
- Parsa Lorestani
- Students Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mohsen Dashti
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Negar Nejati
- Pediatric Cell and Gene Therapy Research Centre, Gene, Cell & Tissue Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Amin Habibi
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mandana Askari
- Department of Nanobiotechnology, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Behruz Robat-Jazi
- Department of Immunology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Sajjad Ahmadpour
- Patient Safety Research Center, Clinical Research Institute, Urmia University of Medical Sciences, Urmia, Iran.
| | - Soheil Tavakolpour
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02215, USA.
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15
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Wei C, Zhang C, Zhou Y, Wang J, Jin Y. Progress of Exosomal LncRNAs in Pancreatic Cancer. Int J Mol Sci 2024; 25:8665. [PMID: 39201351 PMCID: PMC11354448 DOI: 10.3390/ijms25168665] [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: 06/30/2024] [Revised: 07/27/2024] [Accepted: 07/28/2024] [Indexed: 09/02/2024] Open
Abstract
Pancreatic cancer is a prevalent malignant tumor with rising medication resistance and mortality. Due to a dearth of specific and trustworthy biomarkers and therapeutic targets, pancreatic cancer early detection and treatment are still not at their best. Exosomal LncRNAs have been found to be plentiful and persistent within exosomes, and they are capable of functioning whether the exosomes are traveling to close or distant cells. Furthermore, increasing evidence suggests that exosomal LncRNA, identified as an oncogene or tumor suppressor-control the growth, metastasis, and susceptibility of pancreatic cancer to chemotherapy and radiation therapy. Promising prospects for both antitumor targets and diagnostic biomarkers are exosomal LncRNAs. The primary features of exosomal LncRNAs, their biological roles in the onset and progression of pancreatic cancer, and their potential as therapeutic targets and diagnostic molecular markers are outlined in this review.
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Affiliation(s)
| | | | | | | | - Yong Jin
- School of Pharmacy, Anhui Medical University, Hefei 230032, China
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16
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Mishra AK, Chong B, Arunachalam SP, Oberg AL, Majumder S. Machine Learning Models for Pancreatic Cancer Risk Prediction Using Electronic Health Record Data-A Systematic Review and Assessment. Am J Gastroenterol 2024; 119:1466-1482. [PMID: 38752654 PMCID: PMC11296923 DOI: 10.14309/ajg.0000000000002870] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/06/2024] [Indexed: 06/20/2024]
Abstract
INTRODUCTION Accurate risk prediction can facilitate screening and early detection of pancreatic cancer (PC). We conducted a systematic review to critically evaluate effectiveness of machine learning (ML) and artificial intelligence (AI) techniques applied to electronic health records (EHR) for PC risk prediction. METHODS Ovid MEDLINE(R), Ovid EMBASE, Ovid Cochrane Central Register of Controlled Trials, Ovid Cochrane Database of Systematic Reviews, Scopus, and Web of Science were searched for articles that utilized ML/AI techniques to predict PC, published between January 1, 2012, and February 1, 2024. Study selection and data extraction were conducted by 2 independent reviewers. Critical appraisal and data extraction were performed using the CHecklist for critical Appraisal and data extraction for systematic Reviews of prediction Modelling Studies checklist. Risk of bias and applicability were examined using prediction model risk of bias assessment tool. RESULTS Thirty studies including 169,149 PC cases were identified. Logistic regression was the most frequent modeling method. Twenty studies utilized a curated set of known PC risk predictors or those identified by clinical experts. ML model discrimination performance (C-index) ranged from 0.57 to 1.0. Missing data were underreported, and most studies did not implement explainable-AI techniques or report exclusion time intervals. DISCUSSION AI/ML models for PC risk prediction using known risk factors perform reasonably well and may have near-term applications in identifying cohorts for targeted PC screening if validated in real-world data sets. The combined use of structured and unstructured EHR data using emerging AI models while incorporating explainable-AI techniques has the potential to identify novel PC risk factors, and this approach merits further study.
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Affiliation(s)
- Anup Kumar Mishra
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Bradford Chong
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | | | - Ann L. Oberg
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Shounak Majumder
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
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17
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Przybyszewski O, Mik M, Nowicki M, Kusiński M, Mikołajczyk-Solińska M, Śliwińska A. Using microRNAs Networks to Understand Pancreatic Cancer-A Literature Review. Biomedicines 2024; 12:1713. [PMID: 39200178 PMCID: PMC11351910 DOI: 10.3390/biomedicines12081713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 07/26/2024] [Accepted: 07/28/2024] [Indexed: 09/02/2024] Open
Abstract
Pancreatic cancer is a severe disease, challenging to diagnose and treat, and thereby characterized by a poor prognosis and a high mortality rate. Pancreatic ductal adenocarcinoma (PDAC) represents approximately 90% of pancreatic cancer cases, while other cases include neuroendocrine carcinoma. Despite the growing knowledge of the pathophysiology of this cancer, the mortality rate caused by it has not been effectively reduced. Recently, microRNAs have aroused great interest among scientists and clinicians, as they are negative regulators of gene expression, which participate in many processes, including those related to the development of pancreatic cancer. The aim of this review is to show how microRNAs (miRNAs) affect key signaling pathways and related cellular processes in pancreatic cancer development, progression, diagnosis and treatment. We included the results of in vitro studies, animal model of pancreatic cancer and those performed on blood, saliva and tumor tissue isolated from patients suffering from PDAC. Our investigation identified numerous dysregulated miRNAs involved in KRAS, JAK/STAT, PI3/AKT, Wnt/β-catenin and TGF-β signaling pathways participating in cell cycle control, proliferation, differentiation, apoptosis and metastasis. Moreover, some miRNAs (miRNA-23a, miRNA-24, miRNA-29c, miRNA-216a) seem to be engaged in a crosstalk between signaling pathways. Evidence concerning the utility of microRNAs in the diagnosis and therapy of this cancer is poor. Therefore, despite growing knowledge of the involvement of miRNAs in several processes associated with pancreatic cancer, we are beginning to recognize and understand their role and usefulness in clinical practice.
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Affiliation(s)
- Oskar Przybyszewski
- Department of Nucleic Acid Biochemistry, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland
| | - Michał Mik
- Department of General and Colorectal Surgery, Medical University of Lodz, 113 Stefana Żeromskiego St., 90-549 Lodz, Poland; (M.M.); (M.N.)
| | - Michał Nowicki
- Department of General and Colorectal Surgery, Medical University of Lodz, 113 Stefana Żeromskiego St., 90-549 Lodz, Poland; (M.M.); (M.N.)
| | - Michał Kusiński
- Department of Endocrinological, General and Oncological Surgery, Medical University of Lodz, 62 Pabianicka St., 93-513 Lodz, Poland;
| | - Melania Mikołajczyk-Solińska
- Department of Internal Medicine, Diabetology and Clinical Pharmacology, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland;
| | - Agnieszka Śliwińska
- Department of Nucleic Acid Biochemistry, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland
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18
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Bodas C, Felipe I, Chanez B, Lafarga M, López de Maturana E, Martínez-de-Villarreal J, Del Pozo N, Malumbres M, Vargiu P, Cayuela A, Peset I, Connelly KE, Hoskins JW, Méndez R, Amundadottir LT, Malats N, Ortega S, Real FX. A common CTRB misfolding variant associated with pancreatic cancer risk causes ER stress and inflammation in mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.23.604778. [PMID: 39211105 PMCID: PMC11361044 DOI: 10.1101/2024.07.23.604778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Objective Genome wide association studies have identified an exon 6 CTRB2 deletion variant that associates with increased risk of pancreatic cancer. To acquire evidence on its causal role, we developed a new mouse strain carrying an equivalent variant in Ctrb1 , the mouse orthologue of CTRB2 . Design We used CRISPR/Cas9 to introduce a 707bp deletion in Ctrb1 encompassing exon 6 ( Ctrb1 Δexon6 ). This mutation closely mimics the human deletion variant. Mice carrying the mutant allele were extensively profiled at 3 months to assess their phenotype. Results Ctrb1 Δexon6 mutant mice express a truncated CTRB1 that accumulates in the ER. The pancreas of homozygous mutant mice displays reduced chymotrypsin activity and total protein synthesis. The histological aspect of the pancreas is inconspicuous but ultrastructural analysis shows evidence of dramatic ER stress and cytoplasmic and nuclear inclusions. Transcriptomic analyses of the pancreas of mutant mice reveals acinar program down-regulation and increased activity of ER stress-related and inflammatory pathways. Heterozygous mice have an intermediate phenotype. Agr2 is one of the most up-regulated genes in mutant pancreata. Ctrb1 Δexon6 mice exhibit impaired recovery from acute caerulein-induced pancreatitis. Administration of TUDCA or sulindac partially alleviates the phenotype. A transcriptomic signature derived from the mutant pancreata is significantly enriched in normal human pancreas of CTRB2 exon 6 deletion variant carriers from the GTEx cohort. Conclusions This mouse strain provides formal evidence that the Ctrb1 Δexon6 variant causes ER stress and inflammation in vivo , providing an excellent model to understand its contribution to pancreatic ductal adenocarcinoma development and to identify preventive strategies. SUMMARY BOX What is already known about this subject?: - CTRB2 is one of the most abundant proteins produced by human pancreatic acinar cells. - A common exon 6 deletion variant in CTRB2 has been associated with an increased risk of pancreatic ductal adenocarcinoma. - Misfolding of digestive enzymes is associated with pancreatic pathology.What are the new findings?: - We developed a novel genetic model that recapitulates the human CTRB2 deletion variant in the mouse orthologue, Ctrb1 . - Truncated CTRB1 misfolds and accumulates in the ER; yet, mutant mice display a histologically normal pancreas at 3 months age.- CTRB1 and associated chaperones colocalize in the ER, the cytoplasm, and the nucleus of acinar cells.- Transcriptomics analysis reveals reduced activity of the acinar program and increased activity of pathways involved in ER stress, unfolded protein response, and inflammation.- Mutant mice are sensitized to pancreatic damage and do not recover properly from a mild caerulein-induced pancreatitis.- TUDCA administration partially relieves the ER stress in mutant mice.How might it impact on clinical practice in the foreseeable future?: - The new mouse model provides a tool to identify the mechanisms leading to increased pancreatic cancer risk in CTRB2 exon 6 carriers. - The findings suggest that drugs that cause ER stress relief and/or reduce inflammation might provide preventive opportunities.
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Liu W, Zhang B, Liu T, Jiang J, Liu Y. Artificial Intelligence in Pancreatic Image Analysis: A Review. SENSORS (BASEL, SWITZERLAND) 2024; 24:4749. [PMID: 39066145 PMCID: PMC11280964 DOI: 10.3390/s24144749] [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: 06/05/2024] [Revised: 07/15/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024]
Abstract
Pancreatic cancer is a highly lethal disease with a poor prognosis. Its early diagnosis and accurate treatment mainly rely on medical imaging, so accurate medical image analysis is especially vital for pancreatic cancer patients. However, medical image analysis of pancreatic cancer is facing challenges due to ambiguous symptoms, high misdiagnosis rates, and significant financial costs. Artificial intelligence (AI) offers a promising solution by relieving medical personnel's workload, improving clinical decision-making, and reducing patient costs. This study focuses on AI applications such as segmentation, classification, object detection, and prognosis prediction across five types of medical imaging: CT, MRI, EUS, PET, and pathological images, as well as integrating these imaging modalities to boost diagnostic accuracy and treatment efficiency. In addition, this study discusses current hot topics and future directions aimed at overcoming the challenges in AI-enabled automated pancreatic cancer diagnosis algorithms.
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Affiliation(s)
- Weixuan Liu
- Sydney Smart Technology College, Northeastern University at Qinhuangdao, Qinhuangdao 066004, China; (W.L.); (B.Z.)
| | - Bairui Zhang
- Sydney Smart Technology College, Northeastern University at Qinhuangdao, Qinhuangdao 066004, China; (W.L.); (B.Z.)
| | - Tao Liu
- School of Mathematics and Statistics, Northeastern University at Qinhuangdao, Qinhuangdao 066004, China;
| | - Juntao Jiang
- College of Control Science and Engineering, Zhejiang University, Hangzhou 310058, China
| | - Yong Liu
- College of Control Science and Engineering, Zhejiang University, Hangzhou 310058, China
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20
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Cordeiro HG, Azevedo-Martins JM, Faria AVDS, Rocha-Brito KJP, Milani R, Peppelenbosch M, Fuhler G, de Fátima Â, Ferreira-Halder CV. Calix[6]arene dismantles extracellular vesicle biogenesis and metalloproteinases that support pancreatic cancer hallmarks. Cell Signal 2024; 119:111174. [PMID: 38604340 DOI: 10.1016/j.cellsig.2024.111174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 04/01/2024] [Accepted: 04/09/2024] [Indexed: 04/13/2024]
Abstract
Many challenges are faced in pancreatic cancer treatment due to late diagnosis and poor prognosis because of high recurrence and metastasis. Extracellular vesicles (EVs) and matrix metalloproteinases (MMPs), besides acting in intercellular communication, are key players in the cancer cell plasticity responsible for initiating metastasis. Therefore, these entities provide valuable targets for the development of better treatments. In this context, this study aimed to evaluate the potential of calix[6]arene to disturb the release of EVs and the activity of MMPs in pancreatic cancer cells. We found a correlation between the endocytic-associated mediators and the prognosis of pancreatic cancer patients. We observed a more active EV machinery in the pancreatic cancer cell line PANC-1, which was reduced three-fold by treatment with calix[6]arene at subtoxic concentration (5 μM; p 〈0,001). We observed the modulation of 186 microRNAs (164 miRNAs upregulated and 22 miRNAs downregulated) upon calix[6]arene treatment. Interestingly, some of them as miR-4443 and miR-3909, regulates genes HIF1A e KIF13A that are well known to play a role in transport of vesicles. Furthermore, Calix[6]arene downmodulated matrix metalloproteinases (MMPs) -2 and - 9 and disturbed the viability of pancreatic organoids which recapitulate the cellular heterogeneity, structure, and functions of primary tissues. Our findings shed new insights on calix[6]arene's antitumor mechanism, including its intracellular effects on vesicle production and trafficking, as well as MMP activity, which may harm the tumor microenvironment and contribute to a reduction in cancer cell dissemination, which is one of the challenges associated with high mortality in pancreatic cancer.
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Affiliation(s)
- Helon Guimarães Cordeiro
- Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade Estadual de Campinas (UNICAMP), Campinas, São Paulo, Brazil
| | - Jordana Maria Azevedo-Martins
- Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade Estadual de Campinas (UNICAMP), Campinas, São Paulo, Brazil
| | - Alessandra Valéria de Sousa Faria
- Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade Estadual de Campinas (UNICAMP), Campinas, São Paulo, Brazil; Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | | | - Renato Milani
- Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade Estadual de Campinas (UNICAMP), Campinas, São Paulo, Brazil
| | - Maikel Peppelenbosch
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Gwenny Fuhler
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Ângelo de Fátima
- Department of Chemistry, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Carmen Veríssima Ferreira-Halder
- Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade Estadual de Campinas (UNICAMP), Campinas, São Paulo, Brazil.
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Agarwal H, Bynum RC, Saleh N, Harris D, MacCuaig WM, Kim V, Sanderson EJ, Dennahy IS, Singh R, Behkam B, Gomez-Gutierrez JG, Jain A, Edil BH, McNally LR. Theranostic nanoparticles for detection and treatment of pancreatic cancer. WILEY INTERDISCIPLINARY REVIEWS. NANOMEDICINE AND NANOBIOTECHNOLOGY 2024; 16:e1983. [PMID: 39140128 PMCID: PMC11328968 DOI: 10.1002/wnan.1983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 06/21/2024] [Accepted: 07/12/2024] [Indexed: 08/15/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most recalcitrant cancers due to its late diagnosis, poor therapeutic response, and highly heterogeneous microenvironment. Nanotechnology has the potential to overcome some of the challenges to improve diagnostics and tumor-specific drug delivery but they have not been plausibly viable in clinical settings. The review focuses on active targeting strategies to enhance pancreatic tumor-specific uptake for nanoparticles. Additionally, this review highlights using actively targeted liposomes, micelles, gold nanoparticles, silica nanoparticles, and iron oxide nanoparticles to improve pancreatic tumor targeting. Active targeting of nanoparticles toward either differentially expressed receptors or PDAC tumor microenvironment (TME) using peptides, antibodies, small molecules, polysaccharides, and hormones has been presented. We focus on microenvironment-based hallmarks of PDAC and the potential for actively targeted nanoparticles to overcome the challenges presented in PDAC. It describes the use of nanoparticles as contrast agents for improved diagnosis and the delivery of chemotherapeutic agents that target various aspects within the TME of PDAC. Additionally, we review emerging nano-contrast agents detected using imaging-based technologies and the role of nanoparticles in energy-based treatments of PDAC. This article is categorized under: Implantable Materials and Surgical Technologies > Nanoscale Tools and Techniques in Surgery Therapeutic Approaches and Drug Discovery > Nanomedicine for Oncologic Disease Diagnostic Tools > In Vivo Nanodiagnostics and Imaging.
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Affiliation(s)
- Happy Agarwal
- Stephenson Cancer Center, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Ryan C Bynum
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Nada Saleh
- Stephenson Cancer Center, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Danielle Harris
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - William M MacCuaig
- Stephenson Cancer Center, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Vung Kim
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Emma J Sanderson
- Stephenson Cancer Center, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Isabel S Dennahy
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Rohit Singh
- Stephenson Cancer Center, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Bahareh Behkam
- Department of Mechanical Engineering, Virginia Tech University, Blacksburg, Virginia, USA
| | | | - Ajay Jain
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Barish H Edil
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
| | - Lacey R McNally
- Department of Surgery, University of Oklahoma Health Science, Oklahoma City, Oklahoma, USA
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22
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Gholam Azad M, Hussaini M, Russell TM, Richardson V, Kaya B, Dharmasivam M, Richardson DR. Multi-modal mechanisms of the metastasis suppressor, NDRG1: Inhibition of WNT/β-catenin signaling by stabilization of protein kinase Cα. J Biol Chem 2024; 300:107417. [PMID: 38815861 PMCID: PMC11261793 DOI: 10.1016/j.jbc.2024.107417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 05/14/2024] [Accepted: 05/18/2024] [Indexed: 06/01/2024] Open
Abstract
The metastasis suppressor, N-myc downstream regulated gene-1 (NDRG1), inhibits pro-oncogenic signaling in pancreatic cancer (PC). This investigation dissected a novel mechanism induced by NDRG1 on WNT/β-catenin signaling in multiple PC cell types. NDRG1 overexpression decreased β-catenin and downregulated glycogen synthase kinase-3β (GSK-3β) protein levels and its activation. However, β-catenin phosphorylation at Ser33, Ser37, and Thr41 are classically induced by GSK-3β was significantly increased after NDRG1 overexpression, suggesting a GSK-3β-independent mechanism. Intriguingly, NDRG1 overexpression upregulated protein kinase Cα (PKCα), with PKCα silencing preventing β-catenin phosphorylation at Ser33, Ser37, and Thr41, and decreasing β-catenin expression. Further, NDRG1 and PKCα were demonstrated to associate, with PKCα stabilization occurring after NDRG1 overexpression. PKCα half-life increased from 1.5 ± 0.8 h (3) in control cells to 11.0 ± 2.5 h (3) after NDRG1 overexpression. Thus, NDRG1 overexpression leads to the association of NDRG1 with PKCα and PKCα stabilization, resulting in β-catenin phosphorylation at Ser33, Ser37, and Thr41. The association between PKCα, NDRG1, and β-catenin was identified, with the formation of a potential metabolon that promotes the latter β-catenin phosphorylation. This anti-oncogenic activity of NDRG1 was multi-modal, with the above mechanism accompanied by the downregulation of the nucleo-cytoplasmic shuttling protein, p21-activated kinase 4 (PAK4), which is involved in β-catenin nuclear translocation, inhibition of AKT phosphorylation (Ser473), and decreased β-catenin phosphorylation at Ser552 that suppresses its transcriptional activity. These mechanisms of NDRG1 activity are important to dissect to understand the marked anti-cancer efficacy of NDRG1-inducing thiosemicarbazones that upregulate PKCα and inhibit WNT signaling.
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Affiliation(s)
- Mahan Gholam Azad
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Mohammed Hussaini
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Tiffany M Russell
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Vera Richardson
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Busra Kaya
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Mahendiran Dharmasivam
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Des R Richardson
- Centre for Cancer Cell Biology and Drug Discovery, Griffith University, Brisbane, Queensland, Australia; Department of Pathology and Biological Responses, Nagoya University Graduate School of Medicine, Nagoya, Japan.
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23
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Wayne CD, Benbetka C, Besner GE, Narayanan S. Challenges of Managing Type 3c Diabetes in the Context of Pancreatic Resection, Cancer and Trauma. J Clin Med 2024; 13:2993. [PMID: 38792534 PMCID: PMC11122338 DOI: 10.3390/jcm13102993] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/04/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Type 3c diabetes mellitus (T3cDM), also known as pancreatogenic or pancreoprivic diabetes, is a specific type of DM that often develops as a result of diseases affecting the exocrine pancreas, exhibiting an array of hormonal and metabolic characteristics. Several pancreatic exocrine diseases and surgical procedures may cause T3cDM. Diagnosing T3cDM remains difficult as the disease characteristics frequently overlap with clinical presentations of type 1 DM (T1DM) or type 2 DM (T2DM). Managing T3cDM is likewise challenging due to numerous confounding metabolic dysfunctions, including pancreatic endocrine and exocrine insufficiencies and poor nutritional status. Treatment of pancreatic exocrine insufficiency is of paramount importance when managing patients with T3cDM. This review aims to consolidate the latest information on surgical etiologies of T3cDM, focusing on partial pancreatic resections, total pancreatectomy, pancreatic cancer and trauma.
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Affiliation(s)
- Colton D. Wayne
- Department of Pediatric Surgery, Nationwide Children’s Hospital, 700 Children’s Drive, Columbus, OH 43205, USA; (C.D.W.); (G.E.B.)
- Center for Perinatal Research, Nationwide Children’s Hospital, Columbus, OH 43205, USA
- Department of Surgery, Baylor University Medical Center, 3600 Gaston Ave, Dallas, TX 75246, USA
| | | | - Gail E. Besner
- Department of Pediatric Surgery, Nationwide Children’s Hospital, 700 Children’s Drive, Columbus, OH 43205, USA; (C.D.W.); (G.E.B.)
- Center for Perinatal Research, Nationwide Children’s Hospital, Columbus, OH 43205, USA
| | - Siddharth Narayanan
- Department of Pediatric Surgery, Nationwide Children’s Hospital, 700 Children’s Drive, Columbus, OH 43205, USA; (C.D.W.); (G.E.B.)
- Center for Perinatal Research, Nationwide Children’s Hospital, Columbus, OH 43205, USA
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Shinde A, Panchal K, Patra P, Singh S, Enakolla S, Paliwal R, Chaurasiya A. QbD Enabled Development and Evaluation of Pazopanib Loaded Nanoliposomes for PDAC Treatment. AAPS PharmSciTech 2024; 25:97. [PMID: 38710894 DOI: 10.1208/s12249-024-02806-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 04/10/2024] [Indexed: 05/08/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the highly fatal types of cancer with high mortality/incidence. Considering the crucial role of vascular endothelial growth factor (VEGF) in PDAC progression, its inhibition can be a viable strategy for the treatment. Pazopanib, a second-generation VEGF inhibitor, is approved for the treatment of various oncological conditions. However, due to associated limitations like low oral bioavailability (14-39%), high inter/intra-subject variability, stability issues, etc., high doses (800 mg) are required, which further lead to non-specific toxicities and also contribute toward cancer resistance. Thus, to overcome these challenges, pazopanib-loaded PEGylated nanoliposomes were developed and evaluated against pancreatic cancer cell lines. The nanoliposomes were prepared by thin-film hydration method, followed by characterization and stability studies. This QbD-enabled process design successfully led to the development of a suitable pazopanib liposomal formulation with desirable properties. The % entrapment of PZP-loaded non-PEGylated and PEGylated nanoliposomes was found to be 75.2% and 84.9%, respectively, whereas their particle size was found to be 129.7 nm and 182.0 nm, respectively. The developed liposomal formulations exhibited a prolonged release and showed desirable physicochemical properties. Furthermore, these liposomal formulations were also assessed for in vitro cell lines, such as cell cytotoxicity assay and cell uptake. These studies confirm the effectiveness of developed liposomal formulations against pancreatic cancer cell lines. The outcomes of this work provide encouraging results and a way forward to thoroughly investigate its potential for PDAC treatment.
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Affiliation(s)
- Aishwarya Shinde
- Translational Pharmaceutics Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science, Hyderabad, Pilani, India
| | - Kanan Panchal
- Translational Pharmaceutics Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science, Hyderabad, Pilani, India
| | - Parameswar Patra
- Translational Pharmaceutics Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science, Hyderabad, Pilani, India
| | - Sonali Singh
- Translational Pharmaceutics Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science, Hyderabad, Pilani, India
| | - Sucharitha Enakolla
- Translational Pharmaceutics Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science, Hyderabad, Pilani, India
| | - Rishi Paliwal
- Nanomedicine and Bioengineering Research Laboratory, Department of Pharmacy, Indira Gandhi National Tribal University, Amarkantak, India
| | - Akash Chaurasiya
- Translational Pharmaceutics Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science, Hyderabad, Pilani, India.
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25
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Harris MC, Atanasov G, Neo EN, Goldfinch A, Ng AJH, Tew K, Kuan L, Trochsler M, Kanhere H. Value of the surgical pancreatic duct anatomy and associated outcomes in pancreatic cancer. ANZ J Surg 2024; 94:894-902. [PMID: 38426386 DOI: 10.1111/ans.18903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 01/17/2024] [Accepted: 01/21/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION Pancreatic cancer recurrence following surgery is a significant challenge, and personalized surgical care is crucial. Topographical variations in pancreatic duct anatomy are frequent but often underestimated. This study aimed to investigate the potential importance of these variations in outcomes and patient survival after Whipple's procedures. METHODS Data were collected from 105 patients with confirmed pancreatic head neoplasms who underwent surgery between 2008 and 2020. Radiological measurements of pancreatic duct location were performed, and statistical analysis was carried out using IBM SPSS. RESULTS Inferior pancreatic duct topography was associated with an increased rate of metastatic spread and tumour recurrence. Additionally, inferior duct topography was associated with reduced overall and recurrence-free survival. Posterior pancreatic duct topography was associated with decreased incidence of perineural sheet infiltration and improved overall survival. DISCUSSION These findings suggest that topographical diversity of pancreatic duct location can impact outcomes in Whipple's procedures. Intraoperative review of pancreatic duct location could help surgeons define areas of risk or safety and deliver a personalized surgical approach for patients with beneficial or deleterious anatomical profiles. This study provides valuable information to improve surgical management by identifying high-risk patients and delivering a personalized surgical approach with prognosis stratification.
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Affiliation(s)
- Mark Conor Harris
- Upper Gastrointestinal and Hepatobiliary Unit, Department of Surgery, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
- School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Georgi Atanasov
- Upper Gastrointestinal and Hepatobiliary Unit, Department of Surgery, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
| | - Eu Nice Neo
- Upper Gastrointestinal and Hepatobiliary Unit, Department of Surgery, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
- School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Andrew Goldfinch
- Department of Radiology, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
| | - Andrew Jin-Hean Ng
- Department of Radiology, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
| | - Khimseng Tew
- Department of Radiology, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
| | - Lilian Kuan
- Upper Gastrointestinal and Hepatobiliary Unit, Department of Surgery, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
- School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Markus Trochsler
- Upper Gastrointestinal and Hepatobiliary Unit, Department of Surgery, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
- School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Harsh Kanhere
- Upper Gastrointestinal and Hepatobiliary Unit, Department of Surgery, The Queen Elizabeth Hospital, Woodville, South Australia, Australia
- School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
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Silva LGDO, Lemos FFB, Luz MS, Rocha Pinheiro SL, Calmon MDS, Correa Santos GL, Rocha GR, de Melo FF. New avenues for the treatment of immunotherapy-resistant pancreatic cancer. World J Gastrointest Oncol 2024; 16:1134-1153. [PMID: 38660642 PMCID: PMC11037047 DOI: 10.4251/wjgo.v16.i4.1134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/26/2024] [Accepted: 03/04/2024] [Indexed: 04/10/2024] Open
Abstract
Pancreatic cancer (PC) is characterized by its extremely aggressive nature and ranks 14th in the number of new cancer cases worldwide. However, due to its complexity, it ranks 7th in the list of the most lethal cancers worldwide. The pathogenesis of PC involves several complex processes, including familial genetic factors associated with risk factors such as obesity, diabetes mellitus, chronic pancreatitis, and smoking. Mutations in genes such as KRAS, TP53, and SMAD4 are linked to the appearance of malignant cells that generate pancreatic lesions and, consequently, cancer. In this context, some therapies are used for PC, one of which is immunotherapy, which is extremely promising in various other types of cancer but has shown little response in the treatment of PC due to various resistance mechanisms that contribute to a drop in immunotherapy efficiency. It is therefore clear that the tumor microenvironment (TME) has a huge impact on the resistance process, since cellular and non-cellular elements create an immunosuppressive environment, characterized by a dense desmoplastic stroma with cancer-associated fibroblasts, pancreatic stellate cells, extracellular matrix, and immunosuppressive cells. Linked to this are genetic mutations in TP53 and immunosuppressive factors that act on T cells, resulting in a shortage of CD8+ T cells and limited expression of activation markers such as interferon-gamma. In this way, finding new strategies that make it possible to manipulate resistance mechanisms is necessary. Thus, techniques such as the use of TME modulators that block receptors and stromal molecules that generate resistance, the use of genetic manipulation in specific regions, such as microRNAs, the modulation of extrinsic and intrinsic factors associated with T cells, and, above all, therapeutic models that combine these modulation techniques constitute the promising future of PC therapy. Thus, this study aims to elucidate the main mechanisms of resistance to immunotherapy in PC and new ways of manipulating this process, resulting in a more efficient therapy for cancer patients and, consequently, a reduction in the lethality of this aggressive cancer.
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Affiliation(s)
| | - Fabian Fellipe Bueno Lemos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Marcel Silva Luz
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Samuel Luca Rocha Pinheiro
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Mariana dos Santos Calmon
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Gabriel Lima Correa Santos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Gabriel Reis Rocha
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Fabrício Freire de Melo
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
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Abdelrahim M, Esmail A, Kasi A, Esnaola NF, Xiu J, Baca Y, Weinberg BA. Comparative molecular profiling of pancreatic ductal adenocarcinoma of the head versus body and tail. NPJ Precis Oncol 2024; 8:85. [PMID: 38582894 PMCID: PMC10998911 DOI: 10.1038/s41698-024-00571-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 02/29/2024] [Indexed: 04/08/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) of the head (H) and body/tail (B/T) differ in embryonic origin, cell composition, blood supply, lymphatic and venous drainage, and innervation. We aimed to compare the molecular and tumor immune microenvironment (TIME) profiles of PDAC of the H vs. B/T. A total of 3499 PDAC samples were analyzed via next-generation sequencing (NGS) of RNA (whole transcriptome, NovaSeq), DNA (NextSeq, 592 genes or NovaSeq, whole exome sequencing), and immunohistochemistry (Caris Life Sciences, Phoenix, AZ). Significance was determined as p values adjusted for multiple corrections (q) of <0.05. Anatomic subsites of PDAC tumors were grouped by primary tumor sites into H (N = 2058) or B/T (N = 1384). There were significantly more metastatic tumors profiled from B/T vs. H (57% vs. 44%, p < 0.001). KRAS mutations (93.8% vs. 90.2%), genomic loss of heterozygosity (12.7% vs. 9.1%), and several copy number alterations (FGF3, FGF4, FGF19, CCND1, ZNF703, FLT4, MUTYH, TNFRS14) trended higher in B/T when compared to H (p < 0.05 but q > 0.05). Expression analysis of immuno-oncology (IO)-related genes showed significantly higher expression of CTLA4 and PDCD1 in H (q < 0.05, fold change 1.2 and 1.3) and IDO1 and PDCD1LG2 expression trended higher in B/T (p < 0.05, fold change 0.95). To our knowledge, this is one of the largest cohorts of PDAC tumors subjected to broad molecular profiling. Differences in IO-related gene expression and TIME cell distribution suggest that response to IO therapies may differ in PDAC arising from H vs. B/T. Subtle differences in the genomic profiles of H vs. B/T tumors were observed.
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Affiliation(s)
- Maen Abdelrahim
- Section of GI Oncology, Houston Methodist Neal Cancer Center and Cockrell Center for Advanced Therapeutics, Houston Methodist Hospital, Houston, TX, USA
| | - Abdullah Esmail
- Section of GI Oncology, Houston Methodist Neal Cancer Center and Cockrell Center for Advanced Therapeutics, Houston Methodist Hospital, Houston, TX, USA
| | - Anup Kasi
- University of Kansas Medical Center, Kansas City, KS, USA
| | - Nestor F Esnaola
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA
| | | | | | - Benjamin A Weinberg
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer, Georgetown University Medical Center, Washington, DC, USA.
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Jafari S, Motedayyen H, Javadi P, Jamali K, Moradi Hasan-Abad A, Atapour A, Sarab GA. The roles of lncRNAs and miRNAs in pancreatic cancer: a focus on cancer development and progression and their roles as potential biomarkers. Front Oncol 2024; 14:1355064. [PMID: 38559560 PMCID: PMC10978783 DOI: 10.3389/fonc.2024.1355064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 02/27/2024] [Indexed: 04/04/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is among the most penetrative malignancies affecting humans, with mounting incidence prevalence worldwide. This cancer is usually not diagnosed in the early stages. There is also no effective therapy against PDAC, and most patients have chemo-resistance. The combination of these factors causes PDAC to have a poor prognosis, and often patients do not live longer than six months. Because of the failure of conventional therapies, the identification of key biomarkers is crucial in the early diagnosis, treatment, and prognosis of pancreatic cancer. 65% of the human genome encodes ncRNAs. There are different types of ncRNAs that are classified based on their sequence lengths and functions. They play a vital role in replication, transcription, translation, and epigenetic regulation. They also participate in some cellular processes, such as proliferation, differentiation, metabolism, and apoptosis. The roles of ncRNAs as tumor suppressors or oncogenes in the growth of tumors in a variety of tissues, including the pancreas, have been demonstrated in several studies. This study discusses the key roles of some lncRNAs and miRNAs in the growth and advancement of pancreatic carcinoma. Because they are involved not only in the premature identification, chemo-resistance and prognostication, also their roles as potential biomarkers for better management of PDAC patients.
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Affiliation(s)
- Somayeh Jafari
- Department of Molecular Medicine, School of Medicine, Birjand University of Medical Sciences, Birjand, Iran
| | - Hossein Motedayyen
- Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Parisa Javadi
- Department of Medical Nanotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kazem Jamali
- Emergency Medicine Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Amin Moradi Hasan-Abad
- Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Amir Atapour
- Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Gholamreza Anani Sarab
- Cellular and Molecular Research Center, Birjand University of Medical Sciences, Birjand, Iran
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29
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Wang H, Wang Y, Zhang D, Li P. Circulating nucleosomes as potential biomarkers for cancer diagnosis and treatment monitoring. Int J Biol Macromol 2024; 262:130005. [PMID: 38331061 DOI: 10.1016/j.ijbiomac.2024.130005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/03/2024] [Accepted: 02/04/2024] [Indexed: 02/10/2024]
Abstract
Nucleosomes play a crucial role in regulating gene expression through their composition and post-translational modifications. When cells die, intracellular endonucleases are activated and cleave chromatin into oligo- and mono-nucleosomes, which are then released into the body fluids. Studies have shown that the levels of nucleosomes are increased in serum and plasma in various cancer types, suggesting that analysis of circulating nucleosomes can provide an initial assessment of carcinogenesis. However, it should be noted that elevated serum nucleosome levels may not accurately diagnose certain tumor types, as increased cell death may occur in different pathological conditions. Nevertheless, detection of circulating nucleosomes and their histone modifications, along with specific tumor markers, can help diagnose certain types of cancer. Furthermore, monitoring changes in circulating nucleosome levels during chemotherapy or radiotherapy in patients with malignancies can provide valuable insights into clinical outcomes and therapeutic efficacy. The utilization of circulating nucleosomes as biomarkers is an exciting and emerging area of research, with the potential for early detection of various diseases and monitoring of treatment response. Integrating nucleosome-based biomarkers with existing ones may improve the specificity and sensitivity of current assays, offering the possibility of personalized precision medical treatment for patients.
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Affiliation(s)
- Huawei Wang
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, 1 Ningde Road, Qingdao 266073, China.
| | - Yin Wang
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, 1 Ningde Road, Qingdao 266073, China.
| | - Dejiu Zhang
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, 1 Ningde Road, Qingdao 266073, China.
| | - Peifeng Li
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, 1 Ningde Road, Qingdao 266073, China.
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Uddin MH, Zhang D, Muqbil I, El-Rayes BF, Chen H, Philip PA, Azmi AS. Deciphering cellular plasticity in pancreatic cancer for effective treatments. Cancer Metastasis Rev 2024; 43:393-408. [PMID: 38194153 DOI: 10.1007/s10555-023-10164-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 12/19/2023] [Indexed: 01/10/2024]
Abstract
Cellular plasticity and therapy resistance are critical features of pancreatic cancer, a highly aggressive and fatal disease. The pancreas, a vital organ that produces digestive enzymes and hormones, is often affected by two main types of cancer: the pre-dominant ductal adenocarcinoma and the less common neuroendocrine tumors. These cancers are difficult to treat due to their complex biology characterized by cellular plasticity leading to therapy resistance. Cellular plasticity refers to the capability of cancer cells to change and adapt to different microenvironments within the body which includes acinar-ductal metaplasia, epithelial to mesenchymal/epigenetic/metabolic plasticity, as well as stemness. This plasticity allows heterogeneity of cancer cells, metastasis, and evasion of host's immune system and develops resistance to radiation, chemotherapy, and targeted therapy. To overcome this resistance, extensive research is ongoing exploring the intrinsic and extrinsic factors through cellular reprogramming, chemosensitization, targeting metabolic, key survival pathways, etc. In this review, we discussed the mechanisms of cellular plasticity involving cellular adaptation and tumor microenvironment and provided a comprehensive understanding of its role in therapy resistance and ways to overcome it.
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Affiliation(s)
- Md Hafiz Uddin
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, 4100 John R, HWCRC 740, Detroit, MI, 48201, USA.
| | - Dingqiang Zhang
- Department of Natural Sciences, Lawrence Technological University, 21000 W 10 Mile Rd, Southfield, MI, 48075, USA
| | - Irfana Muqbil
- Department of Natural Sciences, Lawrence Technological University, 21000 W 10 Mile Rd, Southfield, MI, 48075, USA
| | - Bassel F El-Rayes
- Division of Hematology and Oncology, Department of Medicine, O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, 35233, USA
| | - Herbert Chen
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, 4100 John R, HWCRC 740, Detroit, MI, 48201, USA
- Henry Ford Health Systems, Detroit, MI, 48202, USA
| | - Asfar S Azmi
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, 4100 John R, HWCRC 740, Detroit, MI, 48201, USA.
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Tan YQ, Sun B, Zhang X, Zhang S, Guo H, Basappa B, Zhu T, Sethi G, Lobie PE, Pandey V. Concurrent inhibition of pBADS99 synergistically improves MEK inhibitor efficacy in KRAS G12D-mutant pancreatic ductal adenocarcinoma. Cell Death Dis 2024; 15:173. [PMID: 38409090 PMCID: PMC10897366 DOI: 10.1038/s41419-024-06551-7] [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: 11/10/2023] [Revised: 02/07/2024] [Accepted: 02/08/2024] [Indexed: 02/28/2024]
Abstract
Therapeutic targeting of KRAS-mutant pancreatic ductal adenocarcinoma (PDAC) has remained a significant challenge in clinical oncology. Direct targeting of KRAS has proven difficult, and inhibition of the KRAS effectors have shown limited success due to compensatory activation of survival pathways. Being a core downstream effector of the KRAS-driven p44/42 MAPK and PI3K/AKT pathways governing intrinsic apoptosis, BAD phosphorylation emerges as a promising therapeutic target. Herein, a positive association of the pBADS99/BAD ratio with higher disease stage and worse overall survival of PDAC was observed. Homology-directed repair of BAD to BADS99A or small molecule inhibition of BADS99 phosphorylation by NCK significantly reduced PDAC cell viability by promoting cell cycle arrest and apoptosis. NCK also abrogated the growth of preformed colonies of PDAC cells in 3D culture. Furthermore, high-throughput screening with an oncology drug library to identify potential combinations revealed a strong synergistic effect between NCK and MEK inhibitors in PDAC cells harboring either wild-type or mutant-KRAS. Mechanistically, both mutant-KRAS and MEK inhibition increased the phosphorylation of BADS99 in PDAC cells, an effect abrogated by NCK. Combined pBADS99-MEK inhibition demonstrated strong synergy in reducing cell viability, enhancing apoptosis, and achieving xenograft stasis in KRAS-mutant PDAC. In conclusion, the inhibition of BADS99 phosphorylation enhances the efficacy of MEK inhibition, and their combined inhibition represents a mechanistically based and potentially effective therapeutic strategy for the treatment of KRAS-mutant PDAC.
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Affiliation(s)
- Yan Qin Tan
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China
- Food Science and Technology Program, Department of Life Sciences, BNU-HKBU United International College, Zhuhai, 519087, Guangdong, People's Republic of China
| | - Bowen Sun
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China
| | - Xi Zhang
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China
- Shenzhen Bay Laboratory, Shenzhen, 518055, Guangdong, People's Republic of China
| | - Shuwei Zhang
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China
| | - Hui Guo
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China
| | - Basappa Basappa
- Laboratory of Chemical Biology, Department of Studies in Organic Chemistry, University of Mysore, Manasagangotri, 570006, Mysore, India
| | - Tao Zhu
- Shenzhen Bay Laboratory, Shenzhen, 518055, Guangdong, People's Republic of China
- Department of Oncology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, People's Republic of China
- Hefei National Laboratory for Physical Sciences, University of Science and Technology of China, Hefei, Anhui, 230027, People's Republic of China
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117600, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599, Singapore
| | - Peter E Lobie
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China.
- Shenzhen Bay Laboratory, Shenzhen, 518055, Guangdong, People's Republic of China.
| | - Vijay Pandey
- Institute of Biopharmaceutical and Health Engineering and Tsinghua Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, People's Republic of China.
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32
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Salgado I, Prado Montes de Oca E, Chairez I, Figueroa-Yáñez L, Pereira-Santana A, Rivera Chávez A, Velázquez-Fernandez JB, Alvarado Parra T, Vallejo A. Deep Learning Techniques to Characterize the RPS28P7 Pseudogene and the Metazoa- SRP Gene as Drug Potential Targets in Pancreatic Cancer Patients. Biomedicines 2024; 12:395. [PMID: 38397997 PMCID: PMC11154313 DOI: 10.3390/biomedicines12020395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/15/2023] [Accepted: 11/21/2023] [Indexed: 02/25/2024] Open
Abstract
The molecular explanation about why some pancreatic cancer (PaCa) patients die early and others die later is poorly understood. This study aimed to discover potential novel markers and drug targets that could be useful to stratify and extend expected survival in prospective early-death patients. We deployed a deep learning algorithm and analyzed the gene copy number, gene expression, and protein expression data of death versus alive PaCa patients from the GDC cohort. The genes with higher relative amplification (copy number >4 times in the dead compared with the alive group) were EWSR1, FLT3, GPC3, HIF1A, HLF, and MEN1. The most highly up-regulated genes (>8.5-fold change) in the death group were RPL30, RPL37, RPS28P7, RPS11, Metazoa_SRP, CAPNS1, FN1, H3-3B, LCN2, and OAZ1. None of their corresponding proteins were up or down-regulated in the death group. The mRNA of the RPS28P7 pseudogene could act as ceRNA sponging the miRNA that was originally directed to the parental gene RPS28. We propose RPS28P7 mRNA as the most druggable target that can be modulated with small molecules or the RNA technology approach. These markers could be added as criteria to patient stratification in future PaCa drug trials, but further validation in the target populations is encouraged.
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Affiliation(s)
- Iván Salgado
- Medical Robotics and Biosignals Laboratory, Centro de Innovación y Desarrollo Tecnológico en Cómputo, Instituto Politécnico Nacional (IPN), Mexico City 07700, Mexico;
| | - Ernesto Prado Montes de Oca
- Regulatory SNPs Laboratory, Personalized Medicine National Laboratory (LAMPER), Guadalajara Unit, Medical and Pharmaceutical Biotechnology Department, Research Center in Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Guadalajara 44270, Jalisco, Mexico; (A.R.C.); (T.A.P.)
| | - Isaac Chairez
- Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Jalisco, Mexico;
| | - Luis Figueroa-Yáñez
- Industrial Biotechnology Unit, Center for Research and Assistance in Technology and Design of the State of Jalisco, A.C. (CIATEJ), Guadalajara 44270, Jalisco, Mexico; (L.F.-Y.); (A.P.-S.)
| | - Alejandro Pereira-Santana
- Industrial Biotechnology Unit, Center for Research and Assistance in Technology and Design of the State of Jalisco, A.C. (CIATEJ), Guadalajara 44270, Jalisco, Mexico; (L.F.-Y.); (A.P.-S.)
| | - Andrés Rivera Chávez
- Regulatory SNPs Laboratory, Personalized Medicine National Laboratory (LAMPER), Guadalajara Unit, Medical and Pharmaceutical Biotechnology Department, Research Center in Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Guadalajara 44270, Jalisco, Mexico; (A.R.C.); (T.A.P.)
| | | | - Teresa Alvarado Parra
- Regulatory SNPs Laboratory, Personalized Medicine National Laboratory (LAMPER), Guadalajara Unit, Medical and Pharmaceutical Biotechnology Department, Research Center in Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Guadalajara 44270, Jalisco, Mexico; (A.R.C.); (T.A.P.)
| | - Adriana Vallejo
- Unidad de Biotecnología Médica y Farmacéutica, CONACYT-Centro de Investigación y Asistencia en Tecnologia y Diseño del Estado de Jalisco AC, Av. Normalistas 800, Colinas de la Normal, Guadalajara 44270, Jalisco, Mexico
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33
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Salgado I, Prado Montes de Oca E, Chairez I, Figueroa-Yáñez L, Pereira-Santana A, Rivera Chávez A, Velázquez-Fernandez JB, Alvarado Parra T, Vallejo A. Deep Learning Techniques to Characterize the RPS28P7 Pseudogene and the Metazoa-SRP Gene as Drug Potential Targets in Pancreatic Cancer Patients. Biomedicines 2024; 12:395. [DOI: https:/doi.org/10.3390/biomedicines12020395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2024] Open
Abstract
The molecular explanation about why some pancreatic cancer (PaCa) patients die early and others die later is poorly understood. This study aimed to discover potential novel markers and drug targets that could be useful to stratify and extend expected survival in prospective early-death patients. We deployed a deep learning algorithm and analyzed the gene copy number, gene expression, and protein expression data of death versus alive PaCa patients from the GDC cohort. The genes with higher relative amplification (copy number >4 times in the dead compared with the alive group) were EWSR1, FLT3, GPC3, HIF1A, HLF, and MEN1. The most highly up-regulated genes (>8.5-fold change) in the death group were RPL30, RPL37, RPS28P7, RPS11, Metazoa_SRP, CAPNS1, FN1, H3−3B, LCN2, and OAZ1. None of their corresponding proteins were up or down-regulated in the death group. The mRNA of the RPS28P7 pseudogene could act as ceRNA sponging the miRNA that was originally directed to the parental gene RPS28. We propose RPS28P7 mRNA as the most druggable target that can be modulated with small molecules or the RNA technology approach. These markers could be added as criteria to patient stratification in future PaCa drug trials, but further validation in the target populations is encouraged.
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Affiliation(s)
- Iván Salgado
- Medical Robotics and Biosignals Laboratory, Centro de Innovación y Desarrollo Tecnológico en Cómputo, Instituto Politécnico Nacional (IPN), Mexico City 07700, Mexico
| | - Ernesto Prado Montes de Oca
- Regulatory SNPs Laboratory, Personalized Medicine National Laboratory (LAMPER), Guadalajara Unit, Medical and Pharmaceutical Biotechnology Department, Research Center in Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Guadalajara 44270, Jalisco, Mexico
| | - Isaac Chairez
- Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Monterrey 64849, Jalisco, Mexico
| | - Luis Figueroa-Yáñez
- Industrial Biotechnology Unit, Center for Research and Assistance in Technology and Design of the State of Jalisco, A.C. (CIATEJ), Guadalajara 44270, Jalisco, Mexico
| | - Alejandro Pereira-Santana
- Industrial Biotechnology Unit, Center for Research and Assistance in Technology and Design of the State of Jalisco, A.C. (CIATEJ), Guadalajara 44270, Jalisco, Mexico
| | - Andrés Rivera Chávez
- Regulatory SNPs Laboratory, Personalized Medicine National Laboratory (LAMPER), Guadalajara Unit, Medical and Pharmaceutical Biotechnology Department, Research Center in Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Guadalajara 44270, Jalisco, Mexico
| | | | - Teresa Alvarado Parra
- Regulatory SNPs Laboratory, Personalized Medicine National Laboratory (LAMPER), Guadalajara Unit, Medical and Pharmaceutical Biotechnology Department, Research Center in Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Guadalajara 44270, Jalisco, Mexico
| | - Adriana Vallejo
- Unidad de Biotecnología Médica y Farmacéutica, CONACYT-Centro de Investigación y Asistencia en Tecnologia y Diseño del Estado de Jalisco AC, Av. Normalistas 800, Colinas de la Normal, Guadalajara 44270, Jalisco, Mexico
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34
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Xu Y, Nipper MH, Dominguez AA, Ye Z, Akanuma N, Lopez K, Deng JJ, Arenas D, Sanchez A, Sharkey FE, Court CM, Singhi AD, Wang H, Fernandez-Zapico ME, Sun LZ, Zheng S, Chen Y, Liu J, Wang P. Reconstitution of human PDAC using primary cells reveals oncogenic transcriptomic features at tumor onset. Nat Commun 2024; 15:818. [PMID: 38280869 PMCID: PMC10821902 DOI: 10.1038/s41467-024-45097-2] [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: 03/29/2023] [Accepted: 01/15/2024] [Indexed: 01/29/2024] Open
Abstract
Animal studies have demonstrated the ability of pancreatic acinar cells to transform into pancreatic ductal adenocarcinoma (PDAC). However, the tumorigenic potential of human pancreatic acinar cells remains under debate. To address this gap in knowledge, we expand sorted human acinar cells as 3D organoids and genetically modify them through introduction of common PDAC mutations. The acinar organoids undergo dramatic transcriptional alterations but maintain a recognizable DNA methylation signature. The transcriptomes of acinar organoids are similar to those of disease-specific cell populations. Oncogenic KRAS alone do not transform acinar organoids. However, acinar organoids can form PDAC in vivo after acquiring the four most common driver mutations of this disease. Similarly, sorted ductal cells carrying these genetic mutations can also form PDAC, thus experimentally proving that PDACs can originate from both human acinar and ductal cells. RNA-seq analysis reveal the transcriptional shift from normal acinar cells towards PDACs with enhanced proliferation, metabolic rewiring, down-regulation of MHC molecules, and alterations in the coagulation and complement cascade. By comparing PDAC-like cells with normal pancreas and PDAC samples, we identify a group of genes with elevated expression during early transformation which represent potential early diagnostic biomarkers.
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Affiliation(s)
- Yi Xu
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Michael H Nipper
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Angel A Dominguez
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Zhenqing Ye
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Naoki Akanuma
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Kevin Lopez
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Janice J Deng
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Destiny Arenas
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Ava Sanchez
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Francis E Sharkey
- Department of Pathology and Laboratory Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Colin M Court
- Division of Surgical Oncology and Endocrine Surgery, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Aatur D Singhi
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, 15213, USA
| | - Huamin Wang
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Martin E Fernandez-Zapico
- Schulze Center for Novel Therapeutics, Division of Oncology Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Lu-Zhe Sun
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Siyuan Zheng
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Yidong Chen
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Jun Liu
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA.
| | - Pei Wang
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA.
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35
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Feng Y, Yang J, Duan W, Cai Y, Liu X, Peng Y. LASSO-derived prognostic model predicts cancer-specific survival in advanced pancreatic ductal adenocarcinoma over 50 years of age: a retrospective study of SEER database research. Front Oncol 2024; 13:1336251. [PMID: 38288098 PMCID: PMC10822877 DOI: 10.3389/fonc.2023.1336251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 12/26/2023] [Indexed: 01/31/2024] Open
Abstract
Background This study aimed to develop a prognostic model for patients with advanced ductal adenocarcinoma aged ≥50 years. Methods Patient information was extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Least absolute shrinkage and selection operator (LASSO) Cox regression analysis was performed to screen the model variables. Cases from Nanchang Central Hospital were collected for external validation. The new nomogram and the American Joint Committee on Cancer (AJCC) criteria were evaluated using integrated discrimination improvement (IDI) and net reclassification index (NRI) indicators. Survival curves presented the prognosis of the new classification system and AJCC criteria. Results In total, 17,621 eligible patients were included. Lasso Cox regression selected 4 variables including age, chemotherapy, radiotherapy and AJCC stage. The C-index of the training cohort was 0.721. The C-index value of the validation cohort was 0.729. The AUCs for the training cohorts at 1, 2, and 3 years were 0.749, 0.729, and 0.715, respectively. The calibration curves showed that the predicted and actual probabilities at 1, 2, and 3 years matched. External validation confirmed the model's outstanding predictive power. Decision curve analysis indicated that the clinical benefit of the nomogram was higher than that of the AJCC staging system. The model evaluation indices preceded the AJCC staging with NRI (1-year: 0.88, 2-year: 0.94, 3-year: 0.72) and IDI (1-year: 0.24, 2-year: 0.23, 3-year: 0.22). The Kaplan-Meier curves implied that the new classification system was more capable of distinguishing between patients at different risks. Conclusions This study established a prognostic nomogram and risk classification system for advanced pancreatic cancer in patients aged ≥50 years to provide a practical tool for the clinical management of patients with pancreatic ductal adenocarcinoma.
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Affiliation(s)
| | | | | | | | | | - Yong Peng
- Department of Hepatobiliary Pancreatic and Spleen Surgery, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong, China
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Sbeit W, Gershovitz G, Shahin A, Shhadeh S, Salman M, Basheer M, Khoury T. Obesity Is Associated with Distal Migration of Pancreatic Adenocarcinoma to Body and Tail: A Multi-Center Study. Cancers (Basel) 2024; 16:359. [PMID: 38254848 PMCID: PMC10814908 DOI: 10.3390/cancers16020359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 01/09/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
(1) Background: Pancreatic adenocarcinoma (PAC) is one of the most lethal types of cancer. Most cases of PAC occur in the head of the pancreas. Given the proximity of the pancreatic head to the bile duct, most patients present clinically during early stages of the disease, while distally located PAC could have delayed clinical presentation. (2) Aims: To assess predictors of non-head PAC. (3) Methods: A retrospective multicenter study was conducted, including all patients who had endoscopic ultrasound (EUS) for pancreatic masses and who had histologic confirmation of PAC. (4) Results: Of the 151 patients included, 92 (60.9%) had pancreatic head cancer, and 59 (39.1%) had distal pancreatic cancer. PAC at body was the most common location in the distal PAC group (31 patients (52.5%)). Logistic regression analysis demonstrated a significant association of obesity with distal migration of PAC (OR 4.44, 95% CI 1.15-17.19, p = 0.03), while none of the other assessed parameters showed a significant association. Notably, abdominal pain was more significantly associated with distal PAC vs. head location (OR 2.85, 95% CI 1.32-6.16, p = 0.008). (5) Conclusions: Obesity shows a significant association as a clinical predictor of distal PAC. Further studies are needed to better explore this association.
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Affiliation(s)
- Wisam Sbeit
- Gastroenterology Department, Galilee Medical Center, Nahariya 22100, Israel; (W.S.); (G.G.); (A.S.); (S.S.); (M.B.)
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
| | - Gil Gershovitz
- Gastroenterology Department, Galilee Medical Center, Nahariya 22100, Israel; (W.S.); (G.G.); (A.S.); (S.S.); (M.B.)
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
| | - Amir Shahin
- Gastroenterology Department, Galilee Medical Center, Nahariya 22100, Israel; (W.S.); (G.G.); (A.S.); (S.S.); (M.B.)
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
| | - Shhady Shhadeh
- Gastroenterology Department, Galilee Medical Center, Nahariya 22100, Israel; (W.S.); (G.G.); (A.S.); (S.S.); (M.B.)
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
| | - Mahmoud Salman
- Department of Surgery, Shaare Zedek Medical Center, Jerusalem 91120, Israel;
| | - Maamoun Basheer
- Gastroenterology Department, Galilee Medical Center, Nahariya 22100, Israel; (W.S.); (G.G.); (A.S.); (S.S.); (M.B.)
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
| | - Tawfik Khoury
- Gastroenterology Department, Galilee Medical Center, Nahariya 22100, Israel; (W.S.); (G.G.); (A.S.); (S.S.); (M.B.)
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
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Oshin EA, Minhas Z, Biancatelli RMLC, Catravas JD, Heller R, Guo S, Jiang C. Synergistic effects of nanosecond pulsed plasma and electric field on inactivation of pancreatic cancer cells in vitro. Sci Rep 2024; 14:885. [PMID: 38195698 PMCID: PMC10776738 DOI: 10.1038/s41598-024-51298-y] [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: 07/05/2023] [Accepted: 01/03/2024] [Indexed: 01/11/2024] Open
Abstract
Nanosecond pulsed atmospheric pressure plasma jets (ns-APPJs) produce reactive plasma species, including charged particles and reactive oxygen and nitrogen species (RONS), which can induce oxidative stress in biological cells. Nanosecond pulsed electric field (nsPEF) has also been found to cause permeabilization of cell membranes and induce apoptosis or cell death. Combining the treatment of ns-APPJ and nsPEF may enhance the effectiveness of cancer cell inactivation with only moderate doses of both treatments. Employing ns-APPJ powered by 9 kV, 200 ns pulses at 2 kHz and 60-nsPEF of 50 kV/cm at 1 Hz, the synergistic effects on pancreatic cancer cells (Pan02) in vitro were evaluated on the metabolic activities of cells and transcellular electrical resistance (TER). It was observed that treatment with ns-APPJ for > 2 min disrupts Pan02 cell stability and resulted in over 30% cell death. Similarly, applying nsPEF alone, > 20 pulses resulted in over 15% cell death. While the inactivation activity from the individual treatment is moderate, combined treatments resulted in 80% cell death, approximately 3-to-fivefold increase compared to the individual treatment. In addition, reactive oxygen species such as OH and O were identified at the plasma-liquid interface. The gas temperature of the plasma and the temperature of the cell solution during treatments were determined to be near room temperature.
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Affiliation(s)
- Edwin A Oshin
- Frank Reidy Research Center for Bioelectrics, Old Dominion University, Norfolk, VA, 23455, USA
- Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA
| | - Zobia Minhas
- Frank Reidy Research Center for Bioelectrics, Old Dominion University, Norfolk, VA, 23455, USA
| | | | - John D Catravas
- Frank Reidy Research Center for Bioelectrics, Old Dominion University, Norfolk, VA, 23455, USA
- School of Medical Diagnostic and Translational Sciences, College of Health Sciences, Old Dominion University, Norfolk, VA, USA
| | - Richard Heller
- Department of Medical Engineering, University of South Florida, Tampa, FL, 33612, USA
| | - Siqi Guo
- Frank Reidy Research Center for Bioelectrics, Old Dominion University, Norfolk, VA, 23455, USA
| | - Chunqi Jiang
- Frank Reidy Research Center for Bioelectrics, Old Dominion University, Norfolk, VA, 23455, USA.
- Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA.
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Zarezadeh Mehrabadi A, Shahba F, Khorramdelazad H, Aghamohammadi N, Karimi M, Bagherzadeh K, Khoshmirsafa M, Massoumi R, Falak R. Interleukin-1 receptor accessory protein (IL-1RAP): A magic bullet candidate for immunotherapy of human malignancies. Crit Rev Oncol Hematol 2024; 193:104200. [PMID: 37981104 DOI: 10.1016/j.critrevonc.2023.104200] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 11/02/2023] [Accepted: 11/13/2023] [Indexed: 11/21/2023] Open
Abstract
IL-1, plays a role in some pathological inflammatory conditions. This pro-inflammatory cytokine also has a crucial role in tumorigenesis and immune responses in the tumor microenvironment (TME). IL-1 receptor accessory protein (IL-1RAP), combined with IL-1 receptor-1, provides a functional complex for binding and signaling. In addition to the direct role of IL-1, some studies demonstrated that IL1-RAP has essential roles in the progression, angiogenesis, and metastasis of solid tumors such as gastrointestinal tumors, lung carcinoma, glioma, breast and cervical cancers. This molecule also interacts with FLT-3 and c-Kit tyrosine kinases and is involved in the pathogenesis of hematological malignancies such as acute myeloid lymphoma. Additionally, IL-1RAP interacts with solute carrier family 3 member 2 (SLC3A2) and thereby increasing the resistance to anoikis and metastasis in Ewing sarcoma. This review summarizes the role of IL-1RAP in different types of cancers and discusses its targeting as a novel therapeutic approach for malignancies.
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Affiliation(s)
- Ali Zarezadeh Mehrabadi
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
| | - Faezeh Shahba
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Hossein Khorramdelazad
- Department of Immunology, Faculty of Medicine, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
| | - Nazanin Aghamohammadi
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Milad Karimi
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Kowsar Bagherzadeh
- Department of Medicinal Chemistry, Faculty of Pharmacy and Pharmaceutical Sciences Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Majid Khoshmirsafa
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Ramin Massoumi
- Department of Laboratory Medicine, Translational Cancer Research, Faculty of Medicine, Lund University, 22381, Lund, Sweden.
| | - Reza Falak
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
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Abrini H, Amzerin M, El Baaboua A, Aboulaghras S, Bouhda A, El Mrabet FZ. Comparison of different Pancreatic cancer treatments: a three-year retrospective study in the oncology center of Tangier university hospital, Morocco. BMC Gastroenterol 2023; 23:452. [PMID: 38129797 PMCID: PMC10734188 DOI: 10.1186/s12876-023-03071-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Pancreatic cancer is among the most lethal malignancies, with a 5-year overall survival (OS) of less than 10% for all stages. The present study aims to evaluate the epidemiological and clinical characteristics, as well as the results of different treatments of patients diagnosed and treated between 2019 and 2021 in the Oncology Center of Tangier, University Hospital, Morocco. METHODS To compare the evolution of the pancreatic cancer between the different chemotherapy regimens, a retrospective study was performed using data collected over a period of 3 years. For each patient, the data were described and statistically analyzed in the dedicated operating sheet. RESULTS 55 pancreatic cancer patients were included in this study, and the median follow up was 3 months. The mean age of patients was 59.5 ± 10.3 years (extremes 34-79) and the sex ratio male/female was 0.9. Most patients were diagnosed with adenocarcinoma (92.3%), but metastatic stage was the most frequent (56.4%). The surgery was applied to 16.36% of patients. 10.9% of patients have received adjuvant chemotherapy and 76.4% received palliative chemotherapy. Chemotherapy regimens included mainly Gemcitabine and Folfirinox. The median OS was significantly longer for patients treated with Folfirinox versus Gemcitabine (6 months versus 3 months, p-value < 0.016). The median OS for patients that received Folfirinox and Gemcitabine successively (19.7 months) was significantly longer compared to patients that received a monotherapy with either Folfirinox or Gemcitabine alone (p-value < 0.016). CONCLUSION These findings reinforce the use of advanced methods for earlier detection of pancreatic cancer and the development of effective immunotherapies or more targeted therapies.
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Affiliation(s)
- Houda Abrini
- Department of Medical Oncology, Faculty of Medicine and Pharmacy, Ahmad Bin Zayed Al Nahyan Center of Cancer Treatment, Mohammed VI University Hospital of Tangier, Abdelmalek Essaadi University, Tangier, Morocco.
| | - Mounia Amzerin
- Department of Medical Oncology, Faculty of Medicine and Pharmacy, Ahmad Bin Zayed Al Nahyan Center of Cancer Treatment, Mohammed VI University Hospital of Tangier, Abdelmalek Essaadi University, Tangier, Morocco
| | - Aicha El Baaboua
- Biotechnology and Applied Microbiology Team, Department of Biology, Faculty of Sciences, Abdelmalek-Essaadi University, Tetouan, Morocco
| | - Sara Aboulaghras
- Physiology and Physiopathology Team, Genomic of Human Pathologies Research, Faculty of Sciences, Mohammed V University, Rabat, Morocco
| | - Alia Bouhda
- Department of Medical Oncology, Faculty of Medicine and Pharmacy, Ahmad Bin Zayed Al Nahyan Center of Cancer Treatment, Mohammed VI University Hospital of Tangier, Abdelmalek Essaadi University, Tangier, Morocco
| | - Fatima Zahra El Mrabet
- Department of Medical Oncology, Faculty of Medicine and Pharmacy, Ahmad Bin Zayed Al Nahyan Center of Cancer Treatment, Mohammed VI University Hospital of Tangier, Abdelmalek Essaadi University, Tangier, Morocco
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McNearney TA, Digbeu BDE, Baillargeon JG, Ladnier D, Rahib L, Matrisian LM. Pre-Diagnosis Pain in Patients With Pancreatic Cancer Signals the Need for Aggressive Symptom Management. Oncologist 2023; 28:e1185-e1197. [PMID: 37285228 PMCID: PMC10712702 DOI: 10.1093/oncolo/oyad153] [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: 12/23/2022] [Accepted: 04/28/2023] [Indexed: 06/09/2023] Open
Abstract
OBJECTIVE This study assessed the impact of pancreatic cancer (PC) pain on associated symptoms, activities, and resource utilization from 2016 to 2020 in an online patient registry. PATIENTS AND METHODS Responses from PC patient volunteers (N = 1978) were analyzed from online surveys in a cross-sectional study. Comparisons were performed between PC patient groups reporting, (1) the presence vs. absence of pre-diagnosis PC pain, (2) high (4-8) vs. low (0-3) pain intensity scores on an 11-point numerical rating scale (NRS), and (3) year of PC diagnosis (2010-2020). Descriptive statistics and all bivariate analyses were performed using Chi-square or Fisher's Exact tests. RESULTS PC pain was the most frequently reported pre-diagnosis symptom (62%). Pre-diagnostic PC pain was reported more frequently by women, those with a younger age at diagnosis, and those with PC that spread to the liver and peritoneum. Those with pre-diagnostic PC pain vs. those without reported higher pain intensities (2.64 ± 2.54 vs.1.56 ± 2.01 NRS mean ± SD, respectively, P = .0039); increased frequencies of post-diagnosis symptoms of cramping after meals, feelings of indigestion, and weight loss (P = .02-.0001); and increased resource utilization in PC pain management: (ER visits N = 86 vs. N = 6, P = .018 and analgesic prescriptions, P < .03). The frequency of high pain intensity scores was not decreased over a recent 11-year span. CONCLUSIONS PC pain continues to be a prominent PC symptom. Patients reporting pre-diagnosis PC pain experience increased GI metastasis, symptoms burden, and are often undertreated. Its mitigation may require novel treatments, more resources dedicated to ongoing pain management and surveillance to improve outcomes.
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Affiliation(s)
- Terry A McNearney
- Scientific and Medical Affairs, Pancreatic Cancer Action Network (PanCAN), Manhattan Beach, CA, USA
| | | | | | - Dennis Ladnier
- Scientific and Medical Affairs, Pancreatic Cancer Action Network (PanCAN), Manhattan Beach, CA, USA
| | - Lola Rahib
- Scientific and Medical Affairs, Pancreatic Cancer Action Network (PanCAN), Manhattan Beach, CA, USA
| | - Lynn M Matrisian
- Scientific and Medical Affairs, Pancreatic Cancer Action Network (PanCAN), Manhattan Beach, CA, USA
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Behrens D, Pfohl U, Conrad T, Becker M, Brzezicha B, Büttner B, Wagner S, Hallas C, Lawlor R, Khazak V, Linnebacher M, Wartmann T, Fichtner I, Hoffmann J, Dahlmann M, Walther W. Establishment and Thorough Characterization of Xenograft (PDX) Models Derived from Patients with Pancreatic Cancer for Molecular Analyses and Chemosensitivity Testing. Cancers (Basel) 2023; 15:5753. [PMID: 38136299 PMCID: PMC10741928 DOI: 10.3390/cancers15245753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/02/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023] Open
Abstract
Patient-derived xenograft (PDX) tumor models are essential for identifying new biomarkers, signaling pathways and novel targets, to better define key factors of therapy response and resistance mechanisms. Therefore, this study aimed at establishing pancreas carcinoma (PC) PDX models with thorough molecular characterization, and the identification of signatures defining responsiveness toward drug treatment. In total, 45 PC-PDXs were generated from 120 patient tumor specimens and the identity of PDX and corresponding patient tumors was validated. The majority of engrafted PDX models represent ductal adenocarcinomas (PDAC). The PDX growth characteristics were assessed, with great variations in doubling times (4 to 32 days). The mutational analyses revealed an individual mutational profile of the PDXs, predominantly showing alterations in the genes encoding KRAS, TP53, FAT1, KMT2D, MUC4, RNF213, ATR, MUC16, GNAS, RANBP2 and CDKN2A. Sensitivity of PDX toward standard of care (SoC) drugs gemcitabine, 5-fluorouracil, oxaliplatin and abraxane, and combinations thereof, revealed PDX models with sensitivity and resistance toward these treatments. We performed correlation analyses of drug sensitivity of these PDX models and their molecular profile to identify signatures for response and resistance. This study strongly supports the importance and value of PDX models for improvement in therapies of PC.
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Affiliation(s)
- Diana Behrens
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Ulrike Pfohl
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
- CELLphenomics GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Theresia Conrad
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Michael Becker
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Bernadette Brzezicha
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Britta Büttner
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Silvia Wagner
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Cora Hallas
- Institut für Hämatopathologie, Fangdieckstr. 75, 22547 Hamburg, Germany
| | - Rita Lawlor
- ARC-Net Research Center, University and Hospital Trust of Verona, Piazzale A. Scuro 10, 37134 Verona, Italy
| | | | - Michael Linnebacher
- Clinic of General Surgery, Molecular Oncology and Immunotherapy, University Medical Center Rostock, 18057 Rostock, Germany
| | - Thomas Wartmann
- University Clinic for General, Visceral, Vascular and Transplantation Surgery, Faculty of Medicine, Otto-von-Guericke-University, 39120 Magdeburg, Germany
| | - Iduna Fichtner
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Jens Hoffmann
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Mathias Dahlmann
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
| | - Wolfgang Walther
- Experimental Pharmacology and Oncology GmbH, Robert-Rössle-Str. 10, 13125 Berlin, Germany (M.D.)
- Experimental and Clinical Research Center, Charité Universitätsmedizin Berlin, Lindenberger Weg 80, 13125 Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Robert-Rössle-Str. 10, 13125 Berlin, Germany
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Papageorge MV, de Geus SWL, Woods AP, Ng SC, McAneny D, Tseng JF, Kenzik KM, Sachs TE. The Evaluation of Gallstone Disease in the Year Before Pancreatic Cancer Diagnosis. J Surg Res 2023; 291:282-288. [PMID: 37481963 DOI: 10.1016/j.jss.2023.06.017] [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: 10/11/2022] [Revised: 06/04/2023] [Accepted: 06/21/2023] [Indexed: 07/25/2023]
Abstract
INTRODUCTION Patients with pancreatic cancer can present with a variety of insidious abdominal symptoms, complicating initial diagnosis. Early symptoms of pancreatic cancer often mirror those associated with gallstone disease, which has been demonstrated to be a risk factor for this malignancy. This study aims to compare the incidence of gallstone disease in the year before diagnosis of pancreatic ductal adenocarcinoma (PDAC) as compared to the general population, and evaluate the association of gallstone disease with stage at diagnosis and surgical intervention. METHODS Patients with PDAC were identified from SEER-Medicare (2008-2015). The incidence of gallstone disease (defined as cholelithiasis, cholecystitis and/or cholecystectomy) in the 1 year before cancer diagnosis was compared to the annual incidence in an age-matched, sex-matched, and race-matched noncancer Medicare cohort. RESULTS Among 14,654 patients with PDAC, 4.4% had gallstone disease in the year before cancer diagnosis. Among the noncancer controls (n = 14,654), 1.9% had gallstone disease. Both cohorts had similar age, sex and race distributions. PDAC patients with gallstone disease were diagnosed at an earlier stage (stage 0/I-II, 45.8% versus 38.1%, P < 0.0001) and a higher proportion underwent resection (22.7% versus 17.4%, P = 0.0004) compared to patients without gallstone disease. CONCLUSIONS In the year before PDAC diagnosis, patients present with gallstone disease more often than the general population. Improving follow-up care and differential diagnosis strategies may help combat the high mortality rate in PDAC by providing an opportunity for earlier stage of diagnosis and earlier intervention.
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Affiliation(s)
- Marianna V Papageorge
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts. https://twitter.com/MPapageorge_MD
| | - Susanna W L de Geus
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts
| | - Alison P Woods
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts; Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland. https://twitter.com/AlisonMPease21
| | - Sing Chau Ng
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts
| | - David McAneny
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts
| | - Jennifer F Tseng
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts. https://twitter.com/TsengJennifer
| | - Kelly M Kenzik
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts
| | - Teviah E Sachs
- Department of Surgery, Boston Medical Center, Boston University School of Medical, Boston, Massachusetts.
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Lin CJ, Cheng WT, Chen LC, Chen TL, Sheu MT, Lin HL. Oral metronomic therapy of pancreatic cancer with gemcitabine and paclitaxel co-loaded in lecithin-based Self-Nanoemulsifying preconcentrate ( LBSNEP). Int J Pharm 2023; 645:123370. [PMID: 37666310 DOI: 10.1016/j.ijpharm.2023.123370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 08/28/2023] [Accepted: 09/02/2023] [Indexed: 09/06/2023]
Abstract
This study aimed to evaluate gemcitabine (GEM)/paclitaxel (PTX) co-loaded into a lecithin-based self-nanoemulsifying preconcentrate (LBSNEP) orally administered in a metronomic therapeutic manner against pancreatic cancer. LBSNEP was developed and evaluated, composed of Caproyl 90, Tween80, lecithin, TPGS, and propyl glycol at a ratio of 20:20:30:5:25, resulting in a droplet diameter of approximately 180 nm. Cell viability studies on MIA PaCa-2 demonstrated a synergetic effect at a proportion of 1:2 between PTX and GEM. Additionally, LBSNEP and baicalein (BAI) were demonstrated to prevent GEM from being deaminated by cytidine deaminase. The combination of GEM, PTX, and BAI in the LBSNEP showed good dissolution in simulated gastric fluid. The pharmacokinetic study conducted on rats showed that co-administration of GEM, PTX, and BAI in the LBSNEP enhanced the respective relative oral bioavailability levels of GEM and PTX by 1.5- and 2-fold, respectively, compared to the solution group. The tumor inhibition study was conducted with metronomic therapy at a low daily dose compared to conventional therapy at a higher dose every 3 days. Results indicated that oral metronomic delivery of GEM/PTX/BAI LBSNEP could inhibit tumor growth during administration phase, and that there were similar tumor volumes compared to traditional chemotherapy at day 28 even if the dose of metronomic chemotherapy was 2.2-fold less than that of the latter. In conclusion, a self-nanoemulsifying drug-delivery system for the oral delivery of GEM, PTX, and BAI in a metronomic manner enhanced the therapeutic effect on pancreatic cancer, providing an alternative option for chemotherapy.
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Affiliation(s)
- Chien-Ju Lin
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Wen-Ting Cheng
- Department of Biotechnology and Pharmaceutical Technology, Yuanpei University of Medical Technology, Hsinchu, Taiwan.
| | - Ling-Chun Chen
- Department of Biotechnology and Pharmaceutical Technology, Yuanpei University of Medical Technology, Hsinchu, Taiwan.
| | - Tzu-Ling Chen
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan.
| | - Ming-Thau Sheu
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan.
| | - Hong-Liang Lin
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Wang J, Koch DT, Hofmann FO, Härtwig D, Beirith I, Janssen KP, Bazhin AV, Niess H, Werner J, Renz BW, Ilmer M. WNT enhancing signals in pancreatic cancer are transmitted by LGR6. Aging (Albany NY) 2023; 15:10897-10914. [PMID: 37770230 PMCID: PMC10637827 DOI: 10.18632/aging.205101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/17/2023] [Indexed: 10/03/2023]
Abstract
The G-protein-coupled receptor LGR6 associates with ligands of the R-Spondin (RSPO) family to potentiate preexisting signals of the canonical WNT pathway. However, its importance in pancreatic ductal adenocarcinoma (PDAC) remains unclear. Here, we show that LGR6 is differentially expressed in various PDAC cell lines of mesenchymal and epithelial phenotype, respectively, siding with the latter subsets. LGR6 expression is altered based upon the cells' WNT activation status. Furthermore, extrinsic enhancement of WNT pathway signaling increased LGR6 expression suggestive of a reinforcing self-regulatory loop in highly WNT susceptible cells. Downregulation of LGR6 on the other hand, seemed to tamper those effects. Last, downregulation of LGR6 reduced cancer stemness as determined by functional in vitro assays. These findings shed new insights into regulatory mechanisms for the canonical WNT pathway in pancreatic cancer cells. It may also have potential value for treatment stratification of PDAC.
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Affiliation(s)
- Jing Wang
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, P.R. China
| | - Dominik T. Koch
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
| | - Felix O. Hofmann
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
| | - Daniel Härtwig
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
| | - Iris Beirith
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
| | - Klaus Peter Janssen
- Department of Surgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, Bavaria, Germany
| | - Alexandr V. Bazhin
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Bavaria, Germany
- Bavarian Cancer Research Center (BZKF), LMU Munich, Munich, Bavaria, Germany
| | - Hanno Niess
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
| | - Jens Werner
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Bavaria, Germany
- Bavarian Cancer Research Center (BZKF), LMU Munich, Munich, Bavaria, Germany
| | - Bernhard W. Renz
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Bavaria, Germany
- Bavarian Cancer Research Center (BZKF), LMU Munich, Munich, Bavaria, Germany
| | - Matthias Ilmer
- Department of General, Visceral and Transplantation Surgery, Hospital of the University of Munich, Ludwig-Maximilians-University (LMU), Munich, Bavaria, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Bavaria, Germany
- Bavarian Cancer Research Center (BZKF), LMU Munich, Munich, Bavaria, Germany
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Di Gialleonardo L, Tripodi G, Rizzatti G, Ainora ME, Spada C, Larghi A, Gasbarrini A, Zocco MA. Endoscopic Ultrasound-Guided Locoregional Treatments for Solid Pancreatic Neoplasms. Cancers (Basel) 2023; 15:4718. [PMID: 37835413 PMCID: PMC10571848 DOI: 10.3390/cancers15194718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 09/23/2023] [Accepted: 09/24/2023] [Indexed: 10/15/2023] Open
Abstract
Solid pancreatic neoplasms are one of the most diagnosed gastrointestinal malignancies thanks to the current and progressive advances in radiologic methods. Endoscopic ultrasound-guided techniques have over time gained a prominent role in the differential diagnosis and characterization of these pancreatic lesions, including pancreatic cancer, neuroendocrine tumors, and metastases. Recently, several endoscopic ultrasound-guided locoregional treatment techniques, which are divided into thermal ablative techniques and non-thermal injection techniques, have been developed and applied in different settings for the treatment of solid pancreatic neoplasms. The most common ablative techniques are radiofrequency, microwave, laser, photodynamic therapy and hybrid techniques such as hybrid cryothermal ablation. The most common injection techniques are ethanol injection, immunotherapy and brachytherapy. In this review, we update evidence about the efficacy and safety of endoscopic ultrasound-guided locoregional treatments for solid pancreatic neoplasms.
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Affiliation(s)
- Luca Di Gialleonardo
- CEMAD Digestive Diseases Center, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (L.D.G.); (M.E.A.); (A.G.)
| | - Giulia Tripodi
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (G.T.); (G.R.); (C.S.); (A.L.)
| | - Gianenrico Rizzatti
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (G.T.); (G.R.); (C.S.); (A.L.)
| | - Maria Elena Ainora
- CEMAD Digestive Diseases Center, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (L.D.G.); (M.E.A.); (A.G.)
| | - Cristiano Spada
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (G.T.); (G.R.); (C.S.); (A.L.)
| | - Alberto Larghi
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (G.T.); (G.R.); (C.S.); (A.L.)
| | - Antonio Gasbarrini
- CEMAD Digestive Diseases Center, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (L.D.G.); (M.E.A.); (A.G.)
| | - Maria Assunta Zocco
- CEMAD Digestive Diseases Center, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (L.D.G.); (M.E.A.); (A.G.)
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Viegas C, Patrício AB, Prata J, Fonseca L, Macedo AS, Duarte SOD, Fonte P. Advances in Pancreatic Cancer Treatment by Nano-Based Drug Delivery Systems. Pharmaceutics 2023; 15:2363. [PMID: 37765331 PMCID: PMC10536303 DOI: 10.3390/pharmaceutics15092363] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 09/12/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
Pancreatic cancer represents one of the most lethal cancer types worldwide, with a 5-year survival rate of less than 5%. Due to the inability to diagnose it promptly and the lack of efficacy of existing treatments, research and development of innovative therapies and new diagnostics are crucial to increase the survival rate and decrease mortality. Nanomedicine has been gaining importance as an innovative approach for drug delivery and diagnosis, opening new horizons through the implementation of smart nanocarrier systems, which can deliver drugs to the specific tissue or organ at an optimal concentration, enhancing treatment efficacy and reducing systemic toxicity. Varied materials such as lipids, polymers, and inorganic materials have been used to obtain nanoparticles and develop innovative drug delivery systems for pancreatic cancer treatment. In this review, it is discussed the main scientific advances in pancreatic cancer treatment by nano-based drug delivery systems. The advantages and disadvantages of such delivery systems in pancreatic cancer treatment are also addressed. More importantly, the different types of nanocarriers and therapeutic strategies developed so far are scrutinized.
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Affiliation(s)
- Cláudia Viegas
- Faculty of Medicine and Biomedical Sciences (FMCB), University of Algarve, Gambelas Campus, 8005-139 Faro, Portugal;
- Center for Marine Sciences (CCMar), University of Algarve, Gambelas Campus, 8005-139 Faro, Portugal
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
| | - Ana B. Patrício
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
| | - João Prata
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
| | - Leonor Fonseca
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
| | - Ana S. Macedo
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
- LAQV, REQUIMTE, Applied Chemistry Lab—Department of Chemical Sciences, Faculty of Pharmacy, University of Porto, Rua de Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
| | - Sofia O. D. Duarte
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
| | - Pedro Fonte
- Center for Marine Sciences (CCMar), University of Algarve, Gambelas Campus, 8005-139 Faro, Portugal
- iBB—Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; (A.B.P.); (S.O.D.D.)
- Associate Laboratory i4HB—Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
- Department of Chemistry and Pharmacy, Faculty of Sciences and Technology, University of Algarve, Gambelas Campus, 8005-139 Faro, Portugal
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Kumar Shukla M, Parihar A, Karthikeyan C, Kumar D, Khan R. Multifunctional GQDs for receptor targeting, drug delivery, and bioimaging in pancreatic cancer. NANOSCALE 2023; 15:14698-14716. [PMID: 37655476 DOI: 10.1039/d3nr03161f] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Pancreatic cancer is a devastating disease with a low survival rate and limited treatment options. Graphene quantum dots (GQDs) have recently become popular as a promising platform for cancer diagnosis and treatment due to their exceptional physicochemical properties, such as biocompatibility, stability, and fluorescence. This review discusses the potential of multifunctional GQDs as a platform for receptor targeting, drug delivery, and bioimaging in pancreatic cancer. The current studies emphasized the ability of GQDs to selectively target pancreatic cancer cells by overexpressing binding receptors on the cell surface. Additionally, this review discussed the uses of GQDs as drug delivery vehicles for the controlled and targeted release of therapeutics for pancreatic cancer cells. Finally, the potential of GQDs as imaging agents for pancreatic cancer detection and monitoring has been discussed. Overall, multifunctional GQDs showed great promise as a versatile platform for the diagnosis and treatment of pancreatic cancer. Further investigation of multifunctional GQDs in terms of their potential and optimization in the context of pancreatic cancer therapy is needed.
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Affiliation(s)
- Monu Kumar Shukla
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Sciences, Shoolini University, Solan 173229, India
| | - Arpana Parihar
- Industrial Waste Utilization, Nano and Biomaterials, CSIR-Advanced Materials and Processes Research Institute (AMPRI), Hoshangabad Road, Bhopal 462026, Madhya Pradesh, India.
| | | | - Deepak Kumar
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Sciences, Shoolini University, Solan 173229, India
| | - Raju Khan
- Industrial Waste Utilization, Nano and Biomaterials, CSIR-Advanced Materials and Processes Research Institute (AMPRI), Hoshangabad Road, Bhopal 462026, Madhya Pradesh, India.
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
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48
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Zhang B, Sun J, Guan H, Guo H, Huang B, Chen X, Chen F, Yuan Q. Integrated single-cell and bulk RNA sequencing revealed the molecular characteristics and prognostic roles of neutrophils in pancreatic cancer. Aging (Albany NY) 2023; 15:9718-9742. [PMID: 37728418 PMCID: PMC10564426 DOI: 10.18632/aging.205044] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 08/21/2023] [Indexed: 09/21/2023]
Abstract
Pancreatic cancer, one of the most prevalent tumors of the digestive system, has a dismal prognosis. Cancer of the pancreas is distinguished by an inflammatory tumor microenvironment rich in fibroblasts and different immune cells. Neutrophils are important immune cells that infiltrate the microenvironment of pancreatic cancer tumors. The purpose of this work was to examine the complex mechanism by which neutrophils influence the carcinogenesis and development of pancreatic cancer and to construct a survival prediction model based on neutrophil marker genes. We incorporated the GSE111672 dataset, comprising RNA expression data from 27,000 cells obtained from 3 patients with PC, and conducted single-cell data analysis. Thorough investigation of pancreatic cancer single-cell RNA sequencing data found 350 neutrophil marker genes. Using The Cancer Genome Atlas (TCGA), GSE28735, GSE62452, GSE57495, and GSE85916 datasets to gather pancreatic cancer tissue transcriptome data, and consistent clustering was used to identify two categories for analyzing the influence of neutrophils on pancreatic cancer. Using the Random Forest algorithm and Cox regression analysis, a survival prediction model for pancreatic cancer was developed, the model showed independent performance for survival prognosis, clinic pathological features, immune infiltration, and drug sensitivity. Multivariate Cox analysis findings revealed that the risk scores derived from predictive models is independent prognostic markers for pancreatic patients. In conclusion, based on neutrophil marker genes, this research created a molecular typing and prognostic grading system for pancreatic cancer, this system was very accurate in predicting the prognosis, tumor immune microenvironment status, and pharmacological treatment responsiveness of pancreatic cancer patients.
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Affiliation(s)
- Biao Zhang
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Jiaao Sun
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Hewen Guan
- Department of Dermatology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Hui Guo
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Bingqian Huang
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, China
| | - Xu Chen
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Feng Chen
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Qihang Yuan
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
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49
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Zhou X, Zhang P, Liu N, Zhang X, Lv H, Xu W, Huo M. Enhancing chemotherapy for pancreatic cancer through efficient and sustained tumor microenvironment remodeling with a fibroblast-targeted nanosystem. J Control Release 2023; 361:161-177. [PMID: 37536546 DOI: 10.1016/j.jconrel.2023.07.061] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/12/2023] [Accepted: 07/31/2023] [Indexed: 08/05/2023]
Abstract
Pancreatic cancer (PC) carries a poor prognosis among all malignancies and poses great challenges to clinical drug accessibility due to the severely fibrotic and hypoxic tumor microenvironment (TME). Therein, cancer-associated fibroblasts (CAFs), which are extremely abundant in PC, play a key role in forming the complex PC microenvironment. Therefore, a highly efficient TME reprogramming therapeutic paradigm that can specifically inhibit CAF function is urgently needed. Herein, we successfully developed a novel CAF-tailored nanosystem (Dex-GP-DOCA, DPD) loaded with a potent anti-fibrosis flavonoid compound (Quercetin, QUE), which possesses biological responsiveness to fibroblast activation protein alpha (FAP-α), prolonged TME remodeling and enhancement of clinical chemotherapeutics. Specifically, DPD/QUE allowed for extracellular matrix (ECM) reduction, vessel normalization, hypoxia-induced drug resistance reversal, and blockade of Wnt16 paracrine in CAFs. More importantly, this chemotherapy conducive microenvironment persisted for at least 8 days following treatment with DPD/QUE. It should also be noted that the effective and prolonged microenvironment modulation induced by DPD/QUE significantly improved the chemotherapy sensitivity of Abraxane and gemcitabine, the first-line chemotherapeutic drugs for PC, with inhibition rates increasing from 37.5% and 40.0% to 87.5% and 85.2%, respectively. Overall, our CAFs-targeted nanosystem showed promising prospects for remodeling the TME and facilitating chemotherapy for refractory pancreatic cancer.
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Affiliation(s)
- Xinyuan Zhou
- State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, People's Republic of China
| | - Pan Zhang
- State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, People's Republic of China
| | - Nan Liu
- State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, People's Republic of China
| | - Xiao Zhang
- Department of clinical pharmacy, Qianfoshan Hospital, The First Hospital Affiliation with Shandong First Medical University, Jinan 250012, People's Republic of China
| | - Hui Lv
- Department of clinical pharmacy, Qianfoshan Hospital, The First Hospital Affiliation with Shandong First Medical University, Jinan 250012, People's Republic of China
| | - Wei Xu
- Department of clinical pharmacy, Qianfoshan Hospital, The First Hospital Affiliation with Shandong First Medical University, Jinan 250012, People's Republic of China.
| | - Meirong Huo
- State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, People's Republic of China.
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50
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Hu J, Lin H, Wang C, Su Q, Cao B. METTL14‑mediated RNA methylation in digestive system tumors. Int J Mol Med 2023; 52:86. [PMID: 37539726 PMCID: PMC10555478 DOI: 10.3892/ijmm.2023.5289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 07/06/2023] [Indexed: 08/05/2023] Open
Abstract
N6‑methyladenosine (m6A) RNA methylation is one of the most common post‑transcriptional modification mechanism in eukaryotes. m6A is involved in almost all stages of the mRNA life cycle, specifically regulating its stability, splicing, export and translation. Methyltransferase‑like 14 (METTL14) is a particularly important m6A methylation 'writer' that can recognize RNA substrates. METTL14 has been documented to improve the activity and catalytic efficiency of METTL3. However, as individual proteins they can also regulate different biological processes. Malignancies in the digestive system are some of the most common malignancies found in humans, which are typically associated with poor prognoses with limited clinical solutions. METTL14‑mediated methylation has been implicated in both the potentiation and inhibition of digestive system tumor growth, cell invasion and metastasis, in addition to drug resistance. In the present review, the research progress and regulatory mechanisms of METTL14‑mediated methylation in digestive system malignancies were summarized. In addition, future research directions and the potential for its clinical application were examined.
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Affiliation(s)
- Jiexuan Hu
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Haishan Lin
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Cong Wang
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Qiang Su
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Bangwei Cao
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
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