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Karim M, Hasan MM, Kim SH, Azam Z, Wahab R, Islam T, Alam F, Kim YJ, Bae DJ, Roy S, Grippo P, Bishehsari F, Choi JU, Al-Hilal TA. Stromal fibrin shapes immune infiltration landscape of pancreatic ductal adenocarcinoma. Biomaterials 2025; 320:123280. [PMID: 40147113 DOI: 10.1016/j.biomaterials.2025.123280] [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: 10/28/2024] [Revised: 03/18/2025] [Accepted: 03/20/2025] [Indexed: 03/29/2025]
Abstract
In pancreatic ductal adenocarcinoma (PDAC), in-situ coagulation creates a thrombotic, crosslinked fibrin (x-fibrin)-rich tumor stroma (FibTS), whose impact on immune cell behavior remains unclear. We aimed to elucidate how FibTS in PDAC regulates immune cell infiltration, polarization, and crosstalk that favors immunosuppressive microenvironment and tumor growth. We assessed the spatial distribution of immune cells by multiplex immunostaining of human PDAC tissues, along with novel bioengineering and mouse tumor models. We investigated how FibTS influences the infiltration of tumor-associated macrophage (TAM) and T-cell subtypes and identified two distinct variants of PDAC, fibrin-high (Fibhi) and fibrin-low (Fiblow). Our findings reveal that PDAC cells secrete fibrinogen and thrombin to form FibTS, which acts as a physical barrier and biochemical niche that restricts CD8+ T-cell and TAM penetration into the tumor. The FibTS impeded immune cell penetration from the tumor stroma into the tumor parenchyma. Selective inhibition of FibTS formation by genetic and pharmacological tools altered the infiltration patterns of CD8+ T-cells and TAMs, decelerating PDAC growth. This study demonstrates that the barrier function of FibTS is crucial for immune evasion, particularly against macrophage and T-cell activity, presenting a potential therapeutic strategy to reshape the immune landscape within PDAC and slow tumor progression.
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Affiliation(s)
- Mazharul Karim
- Department of Molecular Pharmaceutics, University of Utah, Salt Lake City, UT, USA; Department of Pharmaceutical Sciences, School of Pharmacy, University of Texas at El Paso, El Paso, TX 79968, USA
| | - Md Mahedi Hasan
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, USA
| | - Seung Hyun Kim
- College of Pharmacy, Kyung Hee University, Seoul, Republic of Korea, 02453
| | - Zulfikar Azam
- Department of Molecular Pharmaceutics, University of Utah, Salt Lake City, UT, USA
| | - Riajul Wahab
- Department of Molecular Pharmaceutics, University of Utah, Salt Lake City, UT, USA
| | - Tamanna Islam
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, USA
| | - Farzana Alam
- Department of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT, USA
| | - Yun-Jae Kim
- PrismCDX, Hwaseong-si, Gyeonggi-do, Republic of Korea
| | - Dong-Jun Bae
- PrismCDX, Hwaseong-si, Gyeonggi-do, Republic of Korea
| | - Sourav Roy
- Department of Biological Sciences, College of Sciences, University of Texas at El Paso, El Paso, TX, 79968, USA
| | - Paul Grippo
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Faraz Bishehsari
- Gastroenterology Research Center, Division of Gastroenterology, Hepatology & Nutrition, Department of Internal Medicine, University of Texas Houston, TX 77030, USA; MD Anderson Cancer Center-UTHealth Houston Graduate School of Biomedical Sciences, USA
| | - Jeong Uk Choi
- College of Pharmacy, Kyung Hee University, Seoul, Republic of Korea, 02453.
| | - Taslim A Al-Hilal
- Department of Molecular Pharmaceutics, University of Utah, Salt Lake City, UT, USA; Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, USA.
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Awale S, Maneenet J, Phan ND, Nguyen HH, Fujii T, Ihmels H, Soost D, Tajuddeen N, Feineis D, Bringmann G. Toyaburgine, a Synthetic N-Biphenyl-Dihydroisoquinoline Inspired by Related N, C-Coupled Naphthylisoquinoline Alkaloids, with High In Vivo Efficacy in Preclinical Pancreatic Cancer Models. ACS Chem Biol 2025; 20:917-929. [PMID: 40048237 DOI: 10.1021/acschembio.4c00870] [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: 04/19/2025]
Abstract
Pancreatic cancer is a highly aggressive and lethal malignancy, with a 5-year survival rate below 10%. Traditional chemotherapy, including gemcitabine, has limited efficacy due to chemoresistance and a unique tumor microenvironment characterized by hypovascularity and nutrient deprivation. This study reports on the discovery of a new N-biphenyl-dihydroisoquinoline, named toyaburgine (4), inspired by naturally occurring N,C-coupled naphthylisoquinoline alkaloids. Developed through systematic structural optimization, toyaburgine is a potent anticancer agent, showing promise for pancreatic cancer treatment. It exhibits strong antiausterity activity with low nanomolar PC50 values, effectively inhibiting pancreatic cancer cell viability under nutrient-deprived conditions. In vitro, 4 causes significant morphological changes and cancer cell death in MIA PaCa-2 cells while also inhibiting cell migration and colony formation, which indicates its antimetastatic potential. Mechanistically, toyaburgine disrupts the PI3K/Akt/mTOR pathway, essential for pancreatic cancer cell survival in a stressful microenvironment, and inhibits MIA PaCa-2 spheroid formation. In vivo, toyaburgine, alone or combined with gemcitabine, shows effective tumor suppression in subcutaneous xenograft and clinically relevant orthotopic models, where it also reduces cachexia. These results highlight the potential of toyaburgine as a new therapeutic drug for pancreatic cancer. Its combination with gemcitabine presents a promising treatment approach by targeting both proliferating and gemcitabine-resistant cancer cells.
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Affiliation(s)
- Suresh Awale
- Natural Drug Discovery Laboratory, Institute of Natural Medicine, University of Toyama, 2630 Sugitani, Toyama 930-0194, Japan
| | - Juthamart Maneenet
- Natural Drug Discovery Laboratory, Institute of Natural Medicine, University of Toyama, 2630 Sugitani, Toyama 930-0194, Japan
| | - Nguyen Duy Phan
- Natural Drug Discovery Laboratory, Institute of Natural Medicine, University of Toyama, 2630 Sugitani, Toyama 930-0194, Japan
- Department of Surgery and Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
| | - Hung Hong Nguyen
- Natural Drug Discovery Laboratory, Institute of Natural Medicine, University of Toyama, 2630 Sugitani, Toyama 930-0194, Japan
- Department of Surgery and Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
| | - Tsutomu Fujii
- Department of Surgery and Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama 930-0194, Japan
| | - Heiko Ihmels
- Department of Chemistry-Biology, and Center of Micro- and Nanochemistry and (Bio)Technology (Cμ), University of Siegen, Adolf-Reichwein-Straße 2, 57068 Siegen, Germany
| | - Denisa Soost
- Department of Chemistry-Biology, and Center of Micro- and Nanochemistry and (Bio)Technology (Cμ), University of Siegen, Adolf-Reichwein-Straße 2, 57068 Siegen, Germany
| | - Nasir Tajuddeen
- Department of Chemistry-Biology, and Center of Micro- and Nanochemistry and (Bio)Technology (Cμ), University of Siegen, Adolf-Reichwein-Straße 2, 57068 Siegen, Germany
- Department of Chemistry, Ahmadu Bello University, 810107 Zaria, Nigeria
| | - Doris Feineis
- Institute of Organic Chemistry, University of Würzburg, Am Hubland, 97074 Würzburg, Germany
| | - Gerhard Bringmann
- Institute of Organic Chemistry, University of Würzburg, Am Hubland, 97074 Würzburg, Germany
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3
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Reese KL, Pantel K, Smit DJ. Multibiomarker panels in liquid biopsy for early detection of pancreatic cancer - a comprehensive review. J Exp Clin Cancer Res 2024; 43:250. [PMID: 39218911 PMCID: PMC11367781 DOI: 10.1186/s13046-024-03166-w] [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: 03/18/2024] [Accepted: 08/16/2024] [Indexed: 09/04/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is frequently detected in late stages, which leads to limited therapeutic options and a dismal overall survival rate. To date, no robust method for the detection of early-stage PDAC that can be used for targeted screening approaches is available. Liquid biopsy allows the minimally invasive collection of body fluids (typically peripheral blood) and the subsequent analysis of circulating tumor cells or tumor-associated molecules such as nucleic acids, proteins, or metabolites that may be useful for the early diagnosis of PDAC. Single biomarkers may lack sensitivity and/or specificity to reliably detect PDAC, while combinations of these circulating biomarkers in multimarker panels may improve the sensitivity and specificity of blood test-based diagnosis. In this narrative review, we present an overview of different liquid biopsy biomarkers for the early diagnosis of PDAC and discuss the validity of multimarker panels.
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Affiliation(s)
- Kim-Lea Reese
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, Hamburg, 20246, Germany
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, Hamburg, 20246, Germany.
| | - Daniel J Smit
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, Hamburg, 20246, Germany.
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Kuznetsova AV, Glukhova XA, Popova OP, Beletsky IP, Ivanov AA. Contemporary Approaches to Immunotherapy of Solid Tumors. Cancers (Basel) 2024; 16:2270. [PMID: 38927974 PMCID: PMC11201544 DOI: 10.3390/cancers16122270] [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: 05/28/2024] [Revised: 06/11/2024] [Accepted: 06/15/2024] [Indexed: 06/28/2024] Open
Abstract
In recent years, the arrival of the immunotherapy industry has introduced the possibility of providing transformative, durable, and potentially curative outcomes for various forms of malignancies. However, further research has shown that there are a number of issues that significantly reduce the effectiveness of immunotherapy, especially in solid tumors. First of all, these problems are related to the protective mechanisms of the tumor and its microenvironment. Currently, major efforts are focused on overcoming protective mechanisms by using different adoptive cell therapy variants and modifications of genetically engineered constructs. In addition, a complex workforce is required to develop and implement these treatments. To overcome these significant challenges, innovative strategies and approaches are necessary to engineer more powerful variations of immunotherapy with improved antitumor activity and decreased toxicity. In this review, we discuss recent innovations in immunotherapy aimed at improving clinical efficacy in solid tumors, as well as strategies to overcome the limitations of various immunotherapies.
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Affiliation(s)
- Alla V. Kuznetsova
- Laboratory of Molecular and Cellular Pathology, Russian University of Medicine (Formerly A.I. Evdokimov Moscow State University of Medicine and Dentistry), Ministry of Health of the Russian Federation, Bld 4, Dolgorukovskaya Str, 1127006 Moscow, Russia; (A.V.K.); (O.P.P.)
- Koltzov Institute of Developmental Biology, Russian Academy of Sciences, 26 Vavilov Street, 119334 Moscow, Russia
| | - Xenia A. Glukhova
- Onni Biotechnologies Ltd., Aalto University Campus, Metallimiehenkuja 10, 02150 Espoo, Finland; (X.A.G.); (I.P.B.)
| | - Olga P. Popova
- Laboratory of Molecular and Cellular Pathology, Russian University of Medicine (Formerly A.I. Evdokimov Moscow State University of Medicine and Dentistry), Ministry of Health of the Russian Federation, Bld 4, Dolgorukovskaya Str, 1127006 Moscow, Russia; (A.V.K.); (O.P.P.)
| | - Igor P. Beletsky
- Onni Biotechnologies Ltd., Aalto University Campus, Metallimiehenkuja 10, 02150 Espoo, Finland; (X.A.G.); (I.P.B.)
| | - Alexey A. Ivanov
- Laboratory of Molecular and Cellular Pathology, Russian University of Medicine (Formerly A.I. Evdokimov Moscow State University of Medicine and Dentistry), Ministry of Health of the Russian Federation, Bld 4, Dolgorukovskaya Str, 1127006 Moscow, Russia; (A.V.K.); (O.P.P.)
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5
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Alseud K, Ostlund T, Durymanov M, Reineke J, Halaweish F. Synthesis and biological activity of 11-Oxygenated and heterocyclic estrone analogs in pancreatic cancer monolayers and 3D spheroids. Bioorg Med Chem 2024; 103:117678. [PMID: 38489997 DOI: 10.1016/j.bmc.2024.117678] [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: 01/25/2024] [Revised: 03/01/2024] [Accepted: 03/04/2024] [Indexed: 03/17/2024]
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC), representing over 90 % of pancreatic cancer diagnoses, is an aggressive disease with survivability among the worst of all cancers due to its difficulty in detection and its high metastatic properties. Current therapies for PDAC show limited success at extending life expectancies, primarily due to cancer resistance and lack of patient-specific targeted therapies. This work highlights the design and evaluation of estrone-derived analogs with both heterocyclic side-chain functionality and 11-oxygenated functionality for use in pancreatic cancer. First-round heterocyclic analogs show preliminary promise in AsPC-1 and Panc-1 cell lines, with IC50 values as low as 10.16 ± 0.83 µM. Their success, coupled with design choices from other studies, led to the synthesis of novel 11-hydroxyl and 11-keto estrone analogs that show potent in-vitro toxicity against various pancreatic cancer models. The three most cytotoxic analogs, KA1, KA2, and KA9 demonstrated low micromolar activities in both MTT and CellTiter assays in three pancreatic cancer cell lines: AsPC-1, Panc-1, and BxPC-3, as well as in a co-culture of Panc-1 and pancreatic stellate cells. IC50 values for KA9 (4.17 ± 0.90, 5.28 ± 1.87, and 5.70 ± 0.65 µM respectively) shows consistency in all cell lines tested. KA9 is also able to cause an increase in caspases 3 and 7 activity, key markers for apoptosis, at non-cytotoxic concentrations. Additional work was performed by generating 3D pancreatic cancer spheroids to better modulate the pancreatic tumor microenvironment, and KA9 continued to show the best IC50 values (21.0 and 24.3 µM) in both cell types tested. KA9 was also able to prevent the growth of spheroids whereas the standard chemotherapy, Gemcitabine, could not, suggesting that it may be a potent analog for future development of treatments. Molecular dynamic simulations were also performed to confirm biological findings and uncovered that KA9's preferential binding location is in the active site pocket of key proteins involved in cytotoxicity.
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Affiliation(s)
- Khaled Alseud
- Department of Chemistry and Biochemistry, South Dakota State University, Brookings, SD 57006, USA; Department of Pharmaceutical Chemistry, College of Pharmacy, King Khalid University, Abha 61421, Saudi Arabia
| | - Trevor Ostlund
- Department of Chemistry and Biochemistry, South Dakota State University, Brookings, SD 57006, USA
| | - Mikhail Durymanov
- Department of Pharmaceutical Sciences, South Dakota State University, Brookings, SD 57006, USA
| | - Joshua Reineke
- Department of Pharmaceutical Sciences, South Dakota State University, Brookings, SD 57006, USA
| | - Fathi Halaweish
- Department of Chemistry and Biochemistry, South Dakota State University, Brookings, SD 57006, USA.
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Mattei F, George JT, Jolly MK. Editorial: Organoids, organs-on-chip, nanoparticles and in silico approaches to dissect the tumor-immune dynamics and to unveil the drug resistance mechanisms to therapy in the tumor microenvironment. Front Immunol 2023; 14:1253551. [PMID: 37533861 PMCID: PMC10392942 DOI: 10.3389/fimmu.2023.1253551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 07/10/2023] [Indexed: 08/04/2023] Open
Affiliation(s)
- Fabrizio Mattei
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Jason T. George
- Department of Biomedical Engineering, Texas A&M University, College Station, TX, United States
| | - Mohit Kumar Jolly
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India
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Leveraging Tumor Microenvironment Infiltration in Pancreatic Cancer to Identify Gene Signatures Related to Prognosis and Immunotherapy Response. Cancers (Basel) 2023; 15:cancers15051442. [PMID: 36900234 PMCID: PMC10000708 DOI: 10.3390/cancers15051442] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/16/2023] [Accepted: 02/22/2023] [Indexed: 02/26/2023] Open
Abstract
The hallmark of pancreatic ductal adenocarcinoma (PDAC) is an exuberant tumor microenvironment (TME) comprised of diverse cell types that play key roles in carcinogenesis, chemo-resistance, and immune evasion. Here, we propose a gene signature score through the characterization of cell components in TME for promoting personalized treatments and further identifying effective therapeutic targets. We identified three TME subtypes based on cell components quantified by single sample gene set enrichment analysis. A prognostic risk score model (TMEscore) was established based on TME-associated genes using a random forest algorithm and unsupervised clustering, followed by validation in immunotherapy cohorts from the GEO dataset for its performance in predicting prognosis. Importantly, TMEscore positively correlated with the expression of immunosuppressive checkpoints and negatively with the gene signature of T cells' responses to IL2, IL15, and IL21. Subsequently, we further screened and verified F2R-like Trypsin Receptor1 (F2RL1) among the core genes related to TME, which promoted the malignant progression of PDAC and has been confirmed as a good biomarker with therapeutic potential in vitro and in vivo experiments. Taken together, we proposed a novel TMEscore for risk stratification and selection of PDAC patients in immunotherapy trials and validated effective pharmacological targets.
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Liu Y, Li N, Zhu Y. Pancreatic Organoids: A Frontier Method for Investigating Pancreatic-Related Diseases. Int J Mol Sci 2023; 24:4027. [PMID: 36835437 PMCID: PMC9959977 DOI: 10.3390/ijms24044027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/14/2023] [Accepted: 02/15/2023] [Indexed: 02/19/2023] Open
Abstract
The pancreas represents an important organ that has not been comprehensively studied in many fields. To fill this gap, many models have been generated, and traditional models have shown good performance in addressing pancreatic-related diseases, but are increasingly struggling to keep up with the need for further research due to ethical issues, genetic heterogeneity and difficult clinical translation. The new era calls for new and more reliable research models. Therefore, organoids have been proposed as a novel model for the evaluation of pancreatic-related diseases such as pancreatic malignancy, diabetes, and pancreatic cystic fibrosis. Compared with common traditional models, including 2D cell culture and gene editing mice, organoids derived from living humans or mice cause minimal harm to the donor, raise fewer ethical concerns, and reasonably address the claims of heterogeneity, which allows for the further development of pathogenesis studies and clinical trial analysis. In this review, we analyse studies on the use of pancreatic organoids in research on pancreatic-related diseases, discuss the advantages and disadvantages, and hypothesize future trends.
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Affiliation(s)
- Yuxiang Liu
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
| | - Nianshuang Li
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
- Jiangxi Institute of Digestive Disease, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
| | - Yin Zhu
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
- Department of Gastroenterology, Digestive Disease Hospital, The First Affiliated Hospital of Nanchang University, Nanchang 330209, China
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Mandys V, Popov A, Gürlich R, Havránek J, Pfeiferová L, Kolář M, Vránová J, Smetana K, Lacina L, Szabo P. Expression of Selected miRNAs in Normal and Cancer-Associated Fibroblasts and in BxPc3 and MIA PaCa-2 Cell Lines of Pancreatic Ductal Adenocarcinoma. Int J Mol Sci 2023; 24:ijms24043617. [PMID: 36835029 PMCID: PMC9961675 DOI: 10.3390/ijms24043617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 02/07/2023] [Accepted: 02/07/2023] [Indexed: 02/15/2023] Open
Abstract
Therapy for pancreatic ductal adenocarcinoma remains challenging, and the chances of a complete cure are very limited. As in other types of cancer, the expression and role of miRNAs in controlling the biological properties of this type of tumor have been extensively studied. A better insight into miRNA biology seems critical to refining diagnostics and improving their therapeutic potential. In this study, we focused on the expression of miR-21, -96, -196a, -210, and -217 in normal fibroblasts, cancer-associated fibroblasts prepared from a ductal adenocarcinoma of the pancreas, and pancreatic carcinoma cell lines. We compared these data with miRNAs in homogenates of paraffin-embedded sections from normal pancreatic tissues. In cancer-associated fibroblasts and cancer cell lines, miRNAs differed significantly from the normal tissue. In detail, miR-21 and -210 were significantly upregulated, while miR-217 was downregulated. Similar transcription profiles were earlier reported in cancer-associated fibroblasts exposed to hypoxia. However, the cells in our study were cultured under normoxic conditions. We also noted a relation to IL-6 production. In conclusion, cultured cancer-associated fibroblasts and carcinoma cells reflect miR-21 and -210 expression similarly to the cancer tissue samples harvested from the patients.
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Affiliation(s)
- Václav Mandys
- Department of Pathology, Third Faculty of Medicine, Charles University and University Hospital Královské Vinohrady, 100 00 Prague, Czech Republic
| | - Alexey Popov
- Department of Pathology, Third Faculty of Medicine, Charles University and University Hospital Královské Vinohrady, 100 00 Prague, Czech Republic
| | - Robert Gürlich
- Department of Surgery, Third Faculty of Medicine, Charles University and University Hospital Královské Vinohrady, 100 00 Prague, Czech Republic
| | - Jan Havránek
- Institute of Molecular Genetics, Czech Academy of Sciences, 100 00 Prague, Czech Republic
- Laboratory of Informatics and Chemistry, University of Chemistry and Technology, 166 28 Prague, Czech Republic
| | - Lucie Pfeiferová
- Institute of Molecular Genetics, Czech Academy of Sciences, 100 00 Prague, Czech Republic
- Laboratory of Informatics and Chemistry, University of Chemistry and Technology, 166 28 Prague, Czech Republic
| | - Michal Kolář
- Institute of Molecular Genetics, Czech Academy of Sciences, 100 00 Prague, Czech Republic
- Laboratory of Informatics and Chemistry, University of Chemistry and Technology, 166 28 Prague, Czech Republic
| | - Jana Vránová
- Department of Medical Biophysics and Medical Informatics, Third Faculty of Medicine, Charles University, 100 00 Prague, Czech Republic
| | - Karel Smetana
- First Faculty of Medicine, BIOCEV, Charles University, 252 50 Vestec, Czech Republic
- First Faculty of Medicine, Institute of Anatomy, Charles University, 128 00 Prague, Czech Republic
| | - Lukáš Lacina
- First Faculty of Medicine, BIOCEV, Charles University, 252 50 Vestec, Czech Republic
- First Faculty of Medicine, Institute of Anatomy, Charles University, 128 00 Prague, Czech Republic
- Department Dermatovenereology, First Faculty of Medicine, Charles University and General University Hospital, 128 08 Prague, Czech Republic
| | - Pavol Szabo
- First Faculty of Medicine, BIOCEV, Charles University, 252 50 Vestec, Czech Republic
- First Faculty of Medicine, Institute of Anatomy, Charles University, 128 00 Prague, Czech Republic
- Correspondence:
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Bukhari I, Zhang Y, Thorne RF, Mi Y. Editorial: Complexity of tumor microenvironment: A major culprit in cancer development. Front Endocrinol (Lausanne) 2022; 13:1059885. [PMID: 36339412 PMCID: PMC9632616 DOI: 10.3389/fendo.2022.1059885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Accepted: 10/10/2022] [Indexed: 11/19/2022] Open
Affiliation(s)
- Ihtisham Bukhari
- Henan Key Laboratory of Helicobacter pylori, Microbiota and Gastrointestinal Cancers, Marshall Medical Research Center, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Henan Provincial and Zhengzhou City Key Laboratory of Noncoding RNA and Cancer Metabolism, Henan International Join Laboratory of Non-coding RNA and Metabolism in Cancer, Translational Research Institute, Henan Provincial People’s Hospital, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Yuanwei Zhang
- School of Life Sciences, University of Science and Technology of China, Hefei, Anhui, China
| | - Rick Francis Thorne
- Henan Provincial and Zhengzhou City Key Laboratory of Noncoding RNA and Cancer Metabolism, Henan International Join Laboratory of Non-coding RNA and Metabolism in Cancer, Translational Research Institute, Henan Provincial People’s Hospital, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China
- School of Environmental and Life Sciences, University of Newcastle, Callaghan, NSW, Australia
- *Correspondence: Rick Francis Thorne, ; Yang Mi,
| | - Yang Mi
- Henan Key Laboratory of Helicobacter pylori, Microbiota and Gastrointestinal Cancers, Marshall Medical Research Center, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Rick Francis Thorne, ; Yang Mi,
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