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Chasseloup F, Regazzo D, Tosca L, Proust A, Kuhn E, Hage M, Jublanc C, Mokhtari K, Dalle Nogare M, Avallone S, Ceccato F, Tachdjian G, Salenave S, Young J, Gaillard S, Parker F, Boch AL, Chanson P, Bouligand J, Occhi G, Kamenický P. KDM1A genotyping and expression in 146 sporadic somatotroph pituitary adenomas. Eur J Endocrinol 2024; 190:173-181. [PMID: 38330165 DOI: 10.1093/ejendo/lvae013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 02/10/2024]
Abstract
IMPORTANCE A paradoxical increase of growth hormone (GH) following oral glucose load has been described in ∼30% of patients with acromegaly and has been related to the ectopic expression of the glucose-dependent insulinotropic polypeptide (GIP) receptor (GIPR) in somatotropinomas. Recently, we identified germline pathogenic variants and somatic loss of heterozygosity of lysine demethylase 1A (KDM1A) in patients with GIP-dependent primary bilateral macronodular adrenal hyperplasia with Cushing's syndrome. The ectopic expression of GIPR in both adrenal and pituitary lesions suggests a common molecular mechanism. OBJECTIVE We aimed to analyze KDM1A gene sequence and KDM1A and GIPR expressions in somatotroph pituitary adenomas. SETTINGS We conducted a cohort study at university hospitals in France and in Italy. We collected pituitary adenoma specimens from acromegalic patients who had undergone pituitary surgery. We performed targeted exome sequencing (gene panel analysis) and array-comparative genomic hybridization on somatic DNA derived from adenomas and performed droplet digital PCR on adenoma samples to quantify KDM1A and GIPR expressions. RESULTS One hundred and forty-six patients with sporadic acromegaly were studied; 72.6% presented unsuppressed classical GH response, whereas 27.4% displayed a paradoxical rise in GH after oral glucose load. We did not identify any pathogenic variant in the KDM1A gene in the adenomas of these patients. However, we identified a recurrent 1p deletion encompassing the KDM1A locus in 29 adenomas and observed a higher prevalence of paradoxical GH rise (P = .0166), lower KDM1A expression (4.47 ± 2.49 vs 8.56 ± 5.62, P < .0001), and higher GIPR expression (1.09 ± 0.92 vs 0.43 ± 0.51, P = .0012) in adenomas from patients with KDM1A haploinsufficiency compared with those with 2 KDM1A copies. CONCLUSIONS AND RELEVANCE Unlike in GIP-dependent primary bilateral macronodular adrenal hyperplasia, KDM1A genetic variations are not the cause of GIPR expression in somatotroph pituitary adenomas. Recurrent KDM1A haploinsufficiency, more frequently observed in GIPR-expressing adenomas, could be responsible for decreased KDM1A function resulting in transcriptional derepression on the GIPR locus.
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Affiliation(s)
- Fanny Chasseloup
- Inserm, Université Paris-Saclay, Physiologie et Physiopathologie Endocriniennes, AP-HP, Hôpital Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, 94270 Le Kremlin-Bicêtre, France
| | - Daniela Regazzo
- Department of Medicine, Endocrinology Unit, University of Padova, 35128 Padova, Italy
| | - Lucie Tosca
- AP-HP, Hôpital Antoine Béclère, Université Paris-Saclay, Service d'Histologie, Embryologie et Cytogénomique, 92140 Clamart, France
| | - Alexis Proust
- AP-HP, Hôpital Bicêtre, Service de Génétique Moléculaire et d'Hormonologie, 94270 Le Kremlin Bicêtre, France
| | - Emmanuelle Kuhn
- AP-HP, Hôpital Pitié-Salpêtrière, Service de Neurochirurgie, 75013 Paris, France
- AP-HP, Hôpital Pitié-Salpêtrière, Unité Hypophyse, 75013 Paris, France
| | - Mirella Hage
- Inserm, Université Paris-Saclay, Physiologie et Physiopathologie Endocriniennes, AP-HP, Hôpital Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, 94270 Le Kremlin-Bicêtre, France
| | - Christel Jublanc
- AP-HP, Hôpital Pitié-Salpêtrière, Unité Hypophyse, 75013 Paris, France
| | - Karima Mokhtari
- AP-HP, Institut du Cerveau-Paris Brain Institute-ICM, Sorbonne Université, Inserm, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière-Charles Foix, Service de Neuropathologie, Onconeurothèque, 75013 Paris, France
| | | | - Serena Avallone
- Department of Medicine, Endocrinology Unit, University of Padova, 35128 Padova, Italy
| | - Filippo Ceccato
- Department of Medicine, Endocrinology Unit, University of Padova, 35128 Padova, Italy
- Endocrine Disease Unit, University-Hospital of Padova, 35128 Padova, Italy
| | - Gerard Tachdjian
- AP-HP, Hôpital Antoine Béclère, Université Paris-Saclay, Service d'Histologie, Embryologie et Cytogénomique, 92140 Clamart, France
| | - Sylvie Salenave
- Inserm, Université Paris-Saclay, Physiologie et Physiopathologie Endocriniennes, AP-HP, Hôpital Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, 94270 Le Kremlin-Bicêtre, France
| | - Jacques Young
- Inserm, Université Paris-Saclay, Physiologie et Physiopathologie Endocriniennes, AP-HP, Hôpital Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, 94270 Le Kremlin-Bicêtre, France
| | - Stephan Gaillard
- AP-HP, Hôpital Pitié-Salpêtrière, Service de Neurochirurgie, 75013 Paris, France
| | - Fabrice Parker
- AP-HP, Hôpital Bicêtre, Service de Neurochirurgie, 94270 Le Kremlin-Bicêtre, France
| | - Anne-Laure Boch
- AP-HP, Hôpital Pitié-Salpêtrière, Service de Neurochirurgie, 75013 Paris, France
| | - Philippe Chanson
- Inserm, Université Paris-Saclay, Physiologie et Physiopathologie Endocriniennes, AP-HP, Hôpital Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, 94270 Le Kremlin-Bicêtre, France
| | - Jerome Bouligand
- AP-HP, Hôpital Antoine Béclère, Université Paris-Saclay, Service d'Histologie, Embryologie et Cytogénomique, 92140 Clamart, France
- AP-HP, Hôpital Bicêtre, Service de Génétique Moléculaire et d'Hormonologie, 94270 Le Kremlin Bicêtre, France
- Inserm, Physiologie et Physiopathologie Endocriniennes, Université Paris-Saclay, Le Kremlin-Bicêtre 94270, France
| | - Gianluca Occhi
- Department of Biology, University of Padova, 35128 Padova, Italy
| | - Peter Kamenický
- Inserm, Université Paris-Saclay, Physiologie et Physiopathologie Endocriniennes, AP-HP, Hôpital Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, 94270 Le Kremlin-Bicêtre, France
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Regazzo D, Avallone S, MacSweeney CP, Sergeev E, Howe D, Godwood A, Bennett KA, Brown AJH, Barnes M, Occhi G, Barbot M, Faggian D, Tropeano MP, Losa M, Lasio G, Scaroni C, Pecori Giraldi F. A novel somatostatin receptor ligand for human ACTH - and GH -secreting pituitary adenomas. Eur J Endocrinol 2024; 190:K8-K16. [PMID: 38123488 DOI: 10.1093/ejendo/lvad171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 11/11/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVE Somatostatin receptor ligands have come to play a pivotal role in the treatment of both ACTH- and GH-secreting pituitary adenomas. Clinical efficacy averages 30-50%, thus a considerable number of patients with Cushing's disease or acromegaly remain unresponsive to this therapeutic approach. HTL0030310 is a new somatostatin receptor ligand selective for subtype 5 over subtype 2, thus with a different receptor profile compared to clinical somatostatin receptor ligands. DESIGN Assessment of the effect of HTL0030310 on hormone secretion in human ACTH- and GH-secreting pituitary adenomas in vitro. METHODS Primary cultures from 3 ACTH-secreting and 5 GH-secreting pituitary adenomas were treated with 1, 10 and 100 nM HTL0030310 alone or with 10 nM CRH or GHRH, respectively. Parallel incubations with 10 nM pasireotide were also carried out. ACTH and GH secretion were assessed after 4 and 24 hour incubation; SSTR2, SSTR3, SSTR5, GH and POMC expression were evaluated after 24 hours. RESULTS HTL0030310 reduced unchallenged ACTH and POMC levels up to 50% in 2 ACTH-secreting adenomas and blunted CRH-stimulated ACTH/POMC by 20-70% in all 3 specimens. A reduction in spontaneous GH secretion was observed in 4 GH-secreting adenomas and in 2 specimens during GHRH co-incubation. SSTRs expression was detected in all specimens. CONCLUSIONS This first study on a novel somatostatin receptor 5-preferring ligand indicates that HTL0030310 can inhibit hormonal secretion in human ACTH- and GH-secreting pituitary adenomas. These findings suggest a potential new avenue for somatostatin ligands in the treatment of Cushing's disease and acromegaly.
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Affiliation(s)
- Daniela Regazzo
- Endocrinology Unit, University Hospital of Padova, Padua 35143
| | - Serena Avallone
- Endocrinology Unit, University Hospital of Padova, Padua 35143
- Department of Clinical and Molecular Science, Università Politecnica delle Marche, Ancona 60126
| | | | | | - David Howe
- Sosei Heptares, Cambridge, CB21 6DG, United Kingdom
| | - Alex Godwood
- Sosei Heptares, Cambridge, CB21 6DG, United Kingdom
| | | | | | - Matt Barnes
- Sosei Heptares, Cambridge, CB21 6DG, United Kingdom
| | - Gianluca Occhi
- Department of Biology, University of Padova, Padua 35143
| | - Mattia Barbot
- Endocrinology Unit, University Hospital of Padova, Padua 35143
| | - Diego Faggian
- Laboratory Medicine, Department of Medicine, University Hospital of Padova, Padua 35143
| | - Maria Pia Tropeano
- Department of Neurosurgery, Humanitas Clinical and Research Center IRCCS, Rozzano 20089
| | - Marco Losa
- Department of Neurosurgery, Ospedale San Raffaele, Milan 20132
| | - Giovanni Lasio
- Department of Neurosurgery, Humanitas Clinical and Research Center IRCCS, Rozzano 20089
| | - Carla Scaroni
- Endocrinology Unit, University Hospital of Padova, Padua 35143
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Ceccato F, Vedolin CK, Voltan G, Antonelli G, Barbot M, Basso D, Regazzo D, Scaroni C, Occhi G. Paradoxical GH increase after oral glucose load in subjects with and without acromegaly. J Endocrinol Invest 2024; 47:213-221. [PMID: 37344722 PMCID: PMC10776735 DOI: 10.1007/s40618-023-02138-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/13/2023] [Indexed: 06/23/2023]
Abstract
OBJECTIVE A paradoxical GH rise after the glucose load (GH-Par) is described in about one-third of acromegalic patients. Here, we evaluated the GH profile in subjects with and without acromegaly aiming to refine the definition of GH-Par. DESIGN Observational case-control study. METHODS Our cohort consisted of 60 acromegalic patients, and two groups of subjects presenting suppressed GH (< 0.4 µg/L) and high (non-acro↑IGF-1, n = 116) or normal IGF-1 levels (non-acro, n = 55). The distribution of GH peaks ≥ 120% from baseline, insulin, and glucose levels were evaluated over a 180-min time interval after glucose intake. RESULTS A similar proportion of subjects in all three groups shows a GH ratio of ≥ 120% starting from 120 min. Re-considering the definition of paradoxical increase of GH within 90 min, we observed that the prevalence of GH peaks ≥ 120% was higher in acromegaly than in non-acro↑IGF-1 and non-acro (respectively 42%, 16%, and 7%, both p < 0.001). In patients without GH-Par, a late GH rebound was observed in the second part of the curve. Higher glucose peak (p = 0.038), slower decline after load, 20% higher glucose exposure (p = 0.015), and a higher prevalence of diabetes (p = 0.003) characterized acromegalic patients with GH-Par (with respect to those without). CONCLUSIONS GH-Par response may be defined as a 20% increase in the first 90 min after glucose challenge. GH-Par, common in acromegaly and associated with an increased prevalence of glucose metabolism abnormalities, is found also in a subset of non-acromegalic subjects with high IGF-1 levels, suggesting its possible involvement in the early phase of the disease.
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Affiliation(s)
- F Ceccato
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Endocrine Disease Unit, University-Hospital of Padova, Padua, Italy
| | - C K Vedolin
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Endocrine Disease Unit, University-Hospital of Padova, Padua, Italy
| | - G Voltan
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Endocrine Disease Unit, University-Hospital of Padova, Padua, Italy
| | - G Antonelli
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Laboratory Medicine, University-Hospital of Padova, Padua, Italy
| | - M Barbot
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Endocrine Disease Unit, University-Hospital of Padova, Padua, Italy
| | - D Basso
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Laboratory Medicine, University-Hospital of Padova, Padua, Italy
| | - D Regazzo
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Endocrine Disease Unit, University-Hospital of Padova, Padua, Italy
| | - C Scaroni
- Department of Medicine DIMED, University of Padova, Padua, Italy
- Endocrine Disease Unit, University-Hospital of Padova, Padua, Italy
| | - G Occhi
- Department of Biology, University of Padova, Via Via U. Bassi 58B, 35121, Padua, Italy.
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Rogers M, Gill D, Ahlqvist E, Robinson T, Mariosa D, Johansson M, Cortez Cardoso Penha R, Dossus L, Gunter MJ, Moreno V, Davey Smith G, Martin RM, Yarmolinsky J. Genetically proxied impaired GIPR signaling and risk of 6 cancers. iScience 2023; 26:106848. [PMID: 37250804 PMCID: PMC10209536 DOI: 10.1016/j.isci.2023.106848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 03/15/2023] [Accepted: 05/04/2023] [Indexed: 05/31/2023] Open
Abstract
Preclinical and genetic studies suggest that impaired glucose-dependent insulinotropic polypeptide receptor (GIPR) signaling worsens glycemic control. The relationship between GIPR signaling and the risk of cancers influenced by impaired glucose homeostasis is unclear. We examined the association of a variant in GIPR, rs1800437 (E354Q), shown to impair long-term GIPR signaling and lower circulating glucose-dependent insulinotropic peptide concentrations, with risk of 6 cancers influenced by impaired glucose homeostasis (breast, colorectal, endometrial, lung, pancreatic, and renal) in up to 235,698 cases and 333,932 controls. Each copy of E354Q was associated with a higher risk of overall and luminal A-like breast cancer and this association was consistent in replication and colocalization analyses. E354Q was also associated with higher postprandial glucose concentrations but diminished insulin secretion and lower testosterone concentrations. Our human genetics analysis suggests an adverse effect of the GIPR E354Q variant on breast cancer risk, supporting further evaluation of GIPR signaling in breast cancer prevention.
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Affiliation(s)
- Miranda Rogers
- MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, BS8 2PS Bristol, UK
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, W2 1PG London, UK
- Chief Scientific Office, Research and Early Development, Novo Nordisk, 2300 Copenhagen, Denmark
| | - Emma Ahlqvist
- Department of Clinical Sciences, Lund University, Lund, 22362 Malmö, Sweden
| | - Tim Robinson
- MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, BS8 2PS Bristol, UK
| | - Daniela Mariosa
- Genomic Epidemiology Branch, International Agency for Research on Cancer (IARC/WHO), 69007 Lyon, France
| | - Mattias Johansson
- Genomic Epidemiology Branch, International Agency for Research on Cancer (IARC/WHO), 69007 Lyon, France
| | | | - Laure Dossus
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC/WHO), 69007 Lyon, France
| | - Marc J. Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC/WHO), 69007 Lyon, France
| | - Victor Moreno
- Biomarkers and Susceptibility Unit, Oncology Data Analytics Program, Catalan Institute of Oncology (ICO), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute(IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, 08036 Barcelona, Spain
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, BS8 2PS Bristol, UK
| | - Richard M. Martin
- MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, BS8 2PS Bristol, UK
- University Hospitals Bristol and Weston NHS Foundation Trust, National Institute for Health Research Bristol Biomedical Research Centre, University of Bristol, BS8 2BN Bristol, UK
| | - James Yarmolinsky
- MRC Integrative Epidemiology Unit, University of Bristol, BS8 2BN Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, BS8 2PS Bristol, UK
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Dalle Nogare M, D'Annunzio S, Vazza G, Regazzo D, Picello L, Denaro L, Voltan G, Scaroni C, Ceccato F, Occhi G. The Methylation Analysis of the Glucose-Dependent Insulinotropic Polypeptide Receptor (GIPR) Locus in GH-Secreting Pituitary Adenomas. Int J Mol Sci 2023; 24:ijms24119264. [PMID: 37298217 DOI: 10.3390/ijms24119264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 05/19/2023] [Accepted: 05/19/2023] [Indexed: 06/12/2023] Open
Abstract
The glucose-dependent insulinotropic polypeptide receptor (GIPR) is aberrantly expressed in about one-third of GH-secreting pituitary adenomas (GH-PAs) and has been associated with a paradoxical increase of GH after a glucose load. The reason for such an overexpression has not yet been clarified. In this work, we aimed to evaluate whether locus-specific changes in DNA methylation patterns could contribute to this phenomenon. By cloning bisulfite-sequencing PCR, we compared the methylation pattern of the GIPR locus in GIPR-positive (GIPR+) and GIPR-negative (GIPR-) GH-PAs. Then, to assess the correlation between Gipr expression and locus methylation, we induced global DNA methylation changes by treating the lactosomatotroph GH3 cells with 5-aza-2'-deoxycytidine. Differences in methylation levels were observed between GIPR+ and GIPR- GH-PAs, both within the promoter (31.9% vs. 68.2%, p < 0.05) and at two gene body regions (GB_1 20.7% vs. 9.1%; GB_2 51.2% vs. 65.8%, p < 0.05). GH3 cells treated with 5-aza-2'-deoxycytidine showed a ~75% reduction in Gipr steady-state level, possibly associated with the observed decrease in CpGs methylation. These results indicate that epigenetic regulation affects GIPR expression in GH-PAs, even though this possibly represents only a part of a much more complex regulatory mechanism.
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Affiliation(s)
| | - Sarah D'Annunzio
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Giovanni Vazza
- Department of Biology, University of Padova, 35128 Padova, Italy
| | - Daniela Regazzo
- Endocrinology Unit, Department of Medicine, Padova University Hospital, 35121 Padova, Italy
| | - Luna Picello
- Department of Biology, University of Padova, 35128 Padova, Italy
| | - Luca Denaro
- Academic Neurosurgery, Department of Neurosciences, Padova University Hospital, 35121 Padova, Italy
| | - Giacomo Voltan
- Endocrinology Unit, Department of Medicine, Padova University Hospital, 35121 Padova, Italy
| | - Carla Scaroni
- Endocrinology Unit, Department of Medicine, Padova University Hospital, 35121 Padova, Italy
| | - Filippo Ceccato
- Endocrinology Unit, Department of Medicine, Padova University Hospital, 35121 Padova, Italy
| | - Gianluca Occhi
- Department of Biology, University of Padova, 35128 Padova, Italy
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Weng D, He L, Chen X, Lin H, Ji D, Lu S, Ao L, Wang S. Integrated analysis of transcription factor-mRNA-miRNA regulatory network related to immune characteristics in medullary thyroid carcinoma. Front Immunol 2023; 13:1055412. [PMID: 36713370 PMCID: PMC9877459 DOI: 10.3389/fimmu.2022.1055412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 12/30/2022] [Indexed: 01/15/2023] Open
Abstract
Background Medullary thyroid carcinoma (MTC), a thyroid C cell-derived malignancy, is poorly differentiated and more aggressive than papillary, follicular and oncocytic types of thyroid cancer. The current therapeutic options are limited, with a third of population suffering resistance. The differential gene expression pattern among thyroid cancer subtypes remains unclear. This study intended to explore the exclusive gene profile of MTC and construct a comprehensive regulatory network via integrated analysis, to uncover the potential key biomarkers. Methods Multiple datasets of thyroid and other neuroendocrine tumors were obtained from GEO and TCGA databases. Differentially expressed genes (DEGs) specific in MTC were identified to construct a transcription factor (TF)-mRNA-miRNA network. The impact of the TF-mRNA-miRNA network on tumor immune characteristics and patient survival was further explored by single-sample GSEA (ssGSEA) and ESTIMATE algorithms, as well as univariate combined with multivariate analyses. RT-qPCR, cell viability and apoptosis assays were performed for in vitro validation. Results We identified 81 genes upregulated and 22 downregulated in MTC but not in other types of thyroid tumor compared to the normal thyroid tissue. According to the L1000CDS2 database, potential targeting drugs were found to reverse the expressions of DEGs, with panobinostat (S1030) validated effective for tumor repression in MTC by in vitro experiments. The 103 DEGs exclusively seen in MTC were involved in signal release, muscle contraction, pathways of neurodegeneration diseases, neurotransmitter activity and related amino acid metabolism, and cAMP pathway. Based on the identified 15 hub genes, a TF-mRNA-miRNA linear network, as well as REST-cored coherent feed-forward loop networks, namely REST-KIF5C-miR-223 and REST-CDK5R2-miR-130a were constructed via online prediction and validation by public datasets and our cohort. Hub-gene, TF and miRNA scores in the TF-mRNA-miRNA network were related to immune score, immune cell infiltration and immunotherapeutic molecules in MTC as well as in neuroendocrine tumor of lung and neuroblastoma. Additionally, a high hub-gene score or a low miRNA score indicated good prognoses of neuroendocrine tumors. Conclusion The present study uncovers underlying molecular mechanisms and potential immunotherapy-related targets for the pathogenesis and drug discovery of MTC.
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Affiliation(s)
- Danfeng Weng
- Department of Pathology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Long He
- Department of Pain, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Xiangna Chen
- Department of Pathology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Huangfeng Lin
- Department of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Daihan Ji
- Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China
| | - Shuting Lu
- Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China
| | - Lu Ao
- Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China,*Correspondence: Shenglin Wang, ; Lu Ao,
| | - Shenglin Wang
- Department of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China,Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China,*Correspondence: Shenglin Wang, ; Lu Ao,
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Samuel SM, Varghese E, Kubatka P, Büsselberg D. Tirzepatide-Friend or Foe in Diabetic Cancer Patients? Biomolecules 2022; 12:1580. [PMID: 36358930 PMCID: PMC9687454 DOI: 10.3390/biom12111580] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 10/12/2022] [Accepted: 10/25/2022] [Indexed: 09/25/2023] Open
Abstract
It is a well-accepted fact that obesity and diabetes increase the risk of incidence of different cancers and their progression, leading to a decrease in the quality of life among affected cancer patients. In addition to decreasing the risk of cancers, maintaining a healthy body mass index (BMI)/body weight and/or blood glucose levels within the normal range critically impacts the response to anti-cancer therapy among affected individuals. A cancer patient managing their body weight and maintaining blood glucose control responds better to anti-cancer therapy than obese individuals and those whose blood glucose levels remain higher than normal during therapeutic intervention. In some cases, anti-diabetic/glucose-lowering drugs, some of which are also used to promote weight loss, were found to possess anti-cancer potential themselves and/or support anti-cancer therapy when used to treat such patients. On the other hand, certain glucose-lowering drugs promoted the cancer phenotype and risked cancer progression when used for treatment. Tirzepatide (TRZD), the glucagon-like peptide 1 (GLP-1) and glucose-dependent insulinotropic polypeptide/gastric inhibitory peptide (GIP) agonist, has recently gained interest as a promising injectable drug for the treatment of type 2 diabetes and was approved by the FDA after successful clinical trials (SURPASS 1/2/3/4 and 5, NCT03954834, NCT03987919, NCT03882970, NCT03730662, and NCT04039503). In addition, the reports from the SURMOUNT-1 clinical trial (NCT04184622) support the use of TRZD as an anti-obesity drug. In the current review article, we examine the possibility and molecular mechanisms of how TRZD intervention could benefit cancer therapeutics or increase the risk of cancer progression when used as an anti-diabetic drug in diabetic patients.
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Affiliation(s)
- Samson Mathews Samuel
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar
| | - Elizabeth Varghese
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar
| | - Peter Kubatka
- Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 03601 Martin, Slovakia
| | - Dietrich Büsselberg
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar
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