Assessing the Link between Diabetic Metabolic Dysregulation and Breast Cancer Progression

Diabetes mellitus is a burdensome disease that affects various cellular functions through altered glucose metabolism. Several reports have linked diabetes to cancer development; however, the exact molecular mechanism of how diabetes-related traits contribute to cancer progression is not fully understood. The current study aimed to explore the molecular mechanism underlying the potential effect of hyperglycemia combined with hyperinsulinemia on the progression of breast cancer cells. To this end, gene dysregulation induced by the exposure of MCF7 breast cancer cells to hyperglycemia (HG), or a combination of hyperglycemia and hyperinsulinemia (HGI), was analyzed using a microarray gene expression assay. Hyperglycemia combined with hyperinsulinemia induced differential expression of 45 genes (greater than or equal to two-fold), which were not shared by other treatments. On the other hand, in silico analysis performed using a publicly available dataset (GEO: GSE150586) revealed differential upregulation of 15 genes in the breast tumor tissues of diabetic patients with breast cancer when compared with breast cancer patients with no diabetes. SLC26A11, ALDH1A3, MED20, PABPC4 and SCP2 were among the top upregulated genes in both microarray data and the in silico analysis. In conclusion, hyperglycemia combined with hyperinsulinemia caused a likely unique signature that contributes to acquiring more carcinogenic traits. Indeed, these findings might potentially add emphasis on how monitoring diabetes-related metabolic alteration as an adjunct to diabetes therapy is important in improving breast cancer outcomes. However, further detailed studies are required to decipher the role of the highlighted genes, in this study, in the pathogenesis of breast cancer in patients with a different glycemic index.

[1]  A. Wills,et al.  Elevated pentose phosphate pathway flux supports appendage regeneration , 2022, Cell reports.

[2]  Yamei Chen,et al.  PI3K/AKT/mTOR pathway, hypoxia, and glucose metabolism: Potential targets to overcome radioresistance in small cell lung cancer , 2022, Cancer Pathogenesis and Therapy.

[3]  J. Stuart,et al.  Rapid nutrient depletion to below the physiological range by cancer cells cultured in Plasmax. , 2022, American journal of physiology. Cell physiology.

[4]  Jing Zhu,et al.  Identification of a Six-Gene SLC Family Signature With Prognostic Value in Patients With Lung Adenocarcinoma , 2021, Frontiers in Cell and Developmental Biology.

[5]  Zohreh Hoseinkhani,et al.  Cell line-directed breast cancer research based on glucose metabolism status. , 2021, Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie.

[6]  A. Bosserhoff,et al.  Loss of Gene Information: Discrepancies between RNA Sequencing, cDNA Microarray, and qRT-PCR , 2021, International journal of molecular sciences.

[7]  J. Janssen Hyperinsulinemia and Its Pivotal Role in Aging, Obesity, Type 2 Diabetes, Cardiovascular Disease and Cancer , 2021, International journal of molecular sciences.

[8]  E. Aronica,et al.  A Selective Competitive Inhibitor of Aldehyde Dehydrogenase 1A3 Hinders Cancer Cell Growth, Invasiveness and Stemness In Vitro , 2021, Cancers.

[9]  W. Willett,et al.  Postdiagnostic Dietary Glycemic Index, Glycemic Load, Dietary Insulin Index, and Insulin Load and Breast Cancer Survival , 2020, Cancer Epidemiology, Biomarkers & Prevention.

[10]  B. Goh,et al.  Targeting Metabolism in Cancer Cells and the Tumour Microenvironment for Cancer Therapy , 2020, Molecules.

[11]  Linna Peng,et al.  Single-cell transcriptomic analysis in a mouse model deciphers cell transition states in the multistep development of esophageal cancer , 2020, Nature Communications.

[12]  Dongfeng Zhang,et al.  Heritability and genome-wide association analyses of fasting plasma glucose in Chinese adult twins , 2020, BMC Genomics.

[13]  F. Hussain,et al.  Higher Glucose Enhances Breast Cancer Cell Aggressiveness , 2020, Nutrition and cancer.

[14]  H. Friess,et al.  ALDH1A3 Accelerates Pancreatic Cancer Metastasis by Promoting Glucose Metabolism , 2020, Frontiers in Oncology.

[15]  X. Tong,et al.  The Role of the Pentose Phosphate Pathway in Diabetes and Cancer , 2020, Frontiers in Endocrinology.

[16]  Adenike O Eketunde Diabetes as a Risk Factor for Breast Cancer , 2020, Cureus.

[17]  C. La Motta,et al.  Identification of ALDH1A3 as a Viable Therapeutic Target in Breast Cancer Metastasis–Initiating Cells , 2020, Molecular Cancer Therapeutics.

[18]  H. Seimiya,et al.  ALDH1A3‐mTOR axis as a therapeutic target for anticancer drug‐tolerant persister cells in gastric cancer , 2020, Cancer science.

[19]  C. Shu,et al.  C3a-C3aR signaling promotes breast cancer lung metastasis via modulating carcinoma associated fibroblasts , 2020, Journal of Experimental & Clinical Cancer Research.

[20]  C. Rovira,et al.  Structural and kinetic features of aldehyde dehydrogenase 1A (ALDH1A) subfamily members, cancer stem cell markers active in retinoic acid biosynthesis. , 2020, Archives of biochemistry and biophysics.

[21]  J. Tuomilehto,et al.  The metabolic syndrome – What is it and how should it be managed? , 2019, European journal of preventive cardiology.

[22]  B. Gibson,et al.  Risk factors and management of corticosteroid‐induced hyperglycaemia in paediatric acute lymphoblastic leukaemia , 2019, Pediatric blood & cancer.

[23]  Agustin Gonzalez-Reymundez,et al.  Multi-omic signatures identify pan-cancer classes of tumors beyond tissue of origin , 2019, bioRxiv.

[24]  H. Sang,et al.  Effects of hyperglycemia on the progression of tumor diseases , 2019, Journal of Experimental & Clinical Cancer Research.

[25]  Dustin E. Schones,et al.  Hyperinsulinemia promotes aberrant histone acetylation in triple-negative breast cancer , 2019, Epigenetics & Chromatin.

[26]  Min Su,et al.  The roles of glucose metabolic reprogramming in chemo- and radio-resistance , 2019, Journal of Experimental & Clinical Cancer Research.

[27]  Xiaoting Zhang,et al.  Estrogen receptor coactivator Mediator Subunit 1 (MED1) as a tissue-specific therapeutic target in breast cancer , 2019, Journal of Zhejiang University-SCIENCE B.

[28]  E. Yoon,et al.  A Pan-ALDH1A Inhibitor Induces Necroptosis in Ovarian Cancer Stem-like Cells. , 2019, Cell reports.

[29]  Eric P. Winer,et al.  Breast Cancer Treatment: A Review , 2019, JAMA.

[30]  B. Goh,et al.  Metabolic reprogramming of oncogene-addicted cancer cells to OXPHOS as a mechanism of drug resistance , 2018, Redox biology.

[31]  B. Giri,et al.  Chronic hyperglycemia mediated physiological alteration and metabolic distortion leads to organ dysfunction, infection, cancer progression and other pathophysiological consequences: An update on glucose toxicity. , 2018, Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie.

[32]  M. Ungrin,et al.  Oxygenation in cell culture: Critical parameters for reproducibility are routinely not reported , 2018, PloS one.

[33]  A. Jemal,et al.  Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries , 2018, CA: a cancer journal for clinicians.

[34]  D. Leroith,et al.  Diabetes, Obesity, and Breast Cancer. , 2018, Endocrinology.

[35]  K. Dou,et al.  Silencing of CDCA5 inhibits cancer progression and serves as a prognostic biomarker for hepatocellular carcinoma , 2018, Oncology reports.

[36]  Fan Zhou,et al.  PAK1 Promotes the Proliferation and Inhibits Apoptosis of Human Spermatogonial Stem Cells via PDK1/KDR/ZNF367 and ERK1/2 and AKT Pathways , 2018, Molecular therapy. Nucleic acids.

[37]  F. Ceccato,et al.  Diabetes Mellitus Secondary to Cushing’s Disease , 2018, Front. Endocrinol..

[38]  C. Xian,et al.  TGF-α Overexpression in Breast Cancer Bone Metastasis and Primary Lesions and TGF-α Enhancement of Expression of Procancer Metastasis Cytokines in Bone Marrow Mesenchymal Stem Cells , 2018, BioMed research international.

[39]  P. Austin,et al.  The Impact of Diabetes on Breast Cancer Treatments and Outcomes: A Population-Based Study , 2018, Diabetes Care.

[40]  Pung-Ling Huang,et al.  Distinct expression of CDCA3, CDCA5, and CDCA8 leads to shorter relapse free survival in breast cancer patient , 2018, Oncotarget.

[41]  S. Dalton,et al.  Influence of specific comorbidities on survival after early-stage breast cancer , 2018, Acta oncologica.

[42]  Saran Kumar,et al.  Hyperglycemia Impairs Neutrophil Mobilization Leading to Enhanced Metastatic Seeding. , 2017, Cell Reports.

[43]  M. Garabedian,et al.  The mediator complex in genomic and non-genomic signaling in cancer , 2017, Steroids.

[44]  V. Seshiah,et al.  Women & diabetes: Our right to a healthy future , 2017, The Indian journal of medical research.

[45]  S. Subbiah,et al.  Molecular subtypes as a predictor of response to neoadjuvant chemotherapy in breast cancer patients. , 2017, Indian journal of cancer.

[46]  K. Altundağ Breast Cancer Molecular Subtypes and Chemotherapy Schedules Used in Neoadjuvant or Adjuvant Setting May Show Different Effects in Nipple-Sparing Mastectomy. , 2017, Plastic and Reconstructive Surgery.

[47]  M. Ding,et al.  High glucose and high insulin conditions promote MCF-7 cell proliferation and invasion by upregulating IRS1 and activating the Ras/Raf/ERK pathway , 2017, Molecular medicine reports.

[48]  J. Ahn,et al.  Clinical outcomes according to molecular subtypes in stage II–III breast cancer patients treated with neoadjuvant chemotherapy followed by surgery and radiotherapy , 2017, Asia-Pacific journal of clinical oncology.

[49]  Gu Gao,et al.  Glucose metabolism before and after radioiodine therapy of a patient with Graves' disease: Assessment by continuous glucose monitoring. , 2017, Biomedical reports.

[50]  O. Adewale,et al.  Biology of glucose metabolization in cancer cells , 2017 .

[51]  Q. Feng,et al.  High glucose levels promote the proliferation of breast cancer cells through GTPases , 2017, Breast cancer.

[52]  T. Tsujimoto,et al.  Association between hyperinsulinemia and increased risk of cancer death in nonobese and obese people: A population‐based observational study , 2017, International journal of cancer.

[53]  I. Nakano,et al.  The stem cell/cancer stem cell marker ALDH1A3 regulates the expression of the survival factor tissue transglutaminase, in mesenchymal glioma stem cells , 2017, Oncotarget.

[54]  Mohammad Hedayetullah Mir,et al.  Metabolic Syndrome and Breast Cancer Risk , 2017, Indian Journal of Medical and Paediatric Oncology.

[55]  G. Ren,et al.  Diabetes mellitus and prognosis in women with breast cancer , 2016, Medicine.

[56]  I. Lazar,et al.  Insulin stimulated MCF7 breast cancer cells: Proteome dataset , 2016, Data in brief.

[57]  Lai-jun Song,et al.  Lentivirus-mediated silencing of HSDL2 suppresses cell proliferation in human gliomas , 2016, Tumor Biology.

[58]  M. Goodarzi,et al.  Increased Expression of the Receptor for Advanced Glycation End-Products (RAGE) Is Associated with Advanced Breast Cancer Stage , 2016, Oncology Research and Treatment.

[59]  N. Sharma,et al.  Association of comorbidities with breast cancer: An observational study , 2016 .

[60]  Y. Zhang,et al.  Increased expression of MUC3A is associated with poor prognosis in localized clear-cell renal cell carcinoma , 2016, Oncotarget.

[61]  G. Pacini,et al.  Sex and Gender Differences in Risk, Pathophysiology and Complications of Type 2 Diabetes Mellitus , 2016, Endocrine reviews.

[62]  M. Díaz-Flores,et al.  High glucose and insulin enhance uPA expression, ROS formation and invasiveness in breast cancer-derived cells , 2016, Cellular Oncology.

[63]  A. Awasthi,et al.  Genome-wide identification, characterization of sugar transporter genes in the silkworm Bombyx mori and role in Bombyx mori nucleopolyhedrovirus (BmNPV) infection. , 2016, Gene.

[64]  J. Locasale,et al.  The Warburg Effect: How Does it Benefit Cancer Cells? , 2016, Trends in biochemical sciences.

[65]  K. Nakashiro,et al.  Therapeutic potential of targeting cell division cycle associated 5 for oral squamous cell carcinoma , 2015, Oncotarget.

[66]  Q. Ma,et al.  Hydrogen peroxide mediates hyperglycemia-induced invasive activity via ERK and p38 MAPK in human pancreatic cancer , 2015, Oncotarget.

[67]  Marius Raica,et al.  The Story of MCF-7 Breast Cancer Cell Line: 40 years of Experience in Research. , 2015, Anticancer research.

[68]  R. Chen,et al.  High glucose promotes gastric cancer chemoresistance in vivo and in vitro , 2015, Molecular medicine reports.

[69]  A. Alonso,et al.  Loss of GLUT4 Induces Metabolic Reprogramming and Impairs Viability of Breast Cancer Cells , 2015, Journal of cellular physiology.

[70]  J. Mackey,et al.  Aldehyde dehydrogenase 1A3 influences breast cancer progression via differential retinoic acid signaling , 2015, Molecular oncology.

[71]  M. A. Williamson,et al.  Wallach's Interpretation of Diagnostic Tests: Pathways to Arriving at a Clinical Diagnosis , 2014 .

[72]  J. M. De La Rosa,et al.  Hyperglycemia Enhances the Proliferation of Non-Tumorigenic and Malignant Mammary Epithelial Cells through Increased leptin/IGF1R Signaling and Activation of AKT/mTOR , 2013, PloS one.

[73]  K. Tikoo,et al.  High glucose and insulin differentially modulates proliferation in MCF-7 and MDA-MB-231 cells. , 2013, Journal of molecular endocrinology.

[74]  C. I. Zeeuw,et al.  Slc26a11 is prominently expressed in the brain and functions as a chloride channel: expression in Purkinje cells and stimulation of V H+-ATPase , 2013, Pflügers Archiv - European Journal of Physiology.

[75]  S. Mittelman,et al.  The Links Between Insulin Resistance, Diabetes, and Cancer , 2013, Current Diabetes Reports.

[76]  M. Ittmann,et al.  ERK and AKT Signaling Drive MED1 Overexpression in Prostate Cancer in Association with Elevated Proliferation and Tumorigenicity , 2013, Molecular Cancer Research.

[77]  W. Lu,et al.  Increased mean glucose levels in patients with polycystic ovary syndrome and hyperandrogenemia as determined by continuous glucose monitoring , 2013, Acta obstetricia et gynecologica Scandinavica.

[78]  Haixia Gao,et al.  Identification of a novel gene fusion RNF213‑SLC26A11 in chronic myeloid leukemia by RNA-Seq. , 2013, Molecular medicine reports.

[79]  B. Yin,et al.  Cytoplasmic poly(A) binding protein 4 is highly expressed in human colorectal cancer and correlates with better prognosis. , 2012, Journal of genetics and genomics = Yi chuan xue bao.

[80]  Han Liu,et al.  High Glucose Promotes Pancreatic Cancer Cell Proliferation via the Induction of EGF Expression and Transactivation of EGFR , 2011, PloS one.

[81]  M. Soleimani,et al.  Slc26a11, a chloride transporter, localizes with the vacuolar H(+)-ATPase of A-intercalated cells of the kidney. , 2011, Kidney international.

[82]  Valerie Speirs,et al.  Choosing the right cell line for breast cancer research , 2011, Breast Cancer Research.

[83]  K. Wintergerst,et al.  Hyperthyroidism presenting with hyperglycemia in an adolescent female , 2011, Journal of pediatric endocrinology & metabolism : JPEM.

[84]  R. Baumgartner,et al.  Dietary Fiber, Carbohydrates, Glycemic Index, and Glycemic Load in Relation to Breast Cancer Prognosis in the HEAL Cohort , 2011, Cancer Epidemiology, Biomarkers & Prevention.

[85]  A. Stuckey,et al.  Breast Cancer Epidemiology and Risk Factors , 2011, Clinical obstetrics and gynecology.

[86]  L. Costa,et al.  Metabolic syndrome is an independent risk factor for breast cancer , 2011, Archives of Gynecology and Obstetrics.

[87]  Patrick W. Lee,et al.  Aldehyde Dehydrogenase Activity of Breast Cancer Stem Cells Is Primarily Due To Isoform ALDH1A3 and Its Expression Is Predictive of Metastasis , 2011, Stem cells.

[88]  C. Kayser,et al.  IL-2, IL-5, TNF-α and IFN-γ mRNA expression in epidermal keratinocytes of systemic lupus erythematosus skin lesions , 2011, Clinics.

[89]  C. Widmann,et al.  Glucose metabolism in cancer cells , 2010, Current opinion in clinical nutrition and metabolic care.

[90]  Yusuke Nakamura,et al.  Molecular and Cellular Pathobiology Cancer Research Phosphorylation and Activation of Cell Division Cycle Associated 5 by Mitogen-Activated Protein Kinase Play a Crucial Role in Human Lung Carcinogenesis , 2010 .

[91]  M. Tao,et al.  Biomarkers of the Metabolic Syndrome and Breast Cancer Prognosis , 2010, Cancers.

[92]  D. Leroith,et al.  Insulin-mediated acceleration of breast cancer development and progression in a nonobese model of type 2 diabetes. , 2010, Cancer research.

[93]  Erik W Thompson,et al.  Epithelial to mesenchymal transition and breast cancer , 2009, Breast Cancer Research.

[94]  M. Brownlee,et al.  Hyperglycemia-Induced Reactive Oxygen Species Increase Expression of the Receptor for Advanced Glycation End Products (RAGE) and RAGE Ligands , 2009, Diabetes.

[95]  R. Mirmira Faculty Opinions recommendation of Transient high glucose causes persistent epigenetic changes and altered gene expression during subsequent normoglycemia. , 2009 .

[96]  G. Martin,et al.  The effect of diabetes mellitus on organ dysfunction with sepsis: an epidemiological study , 2009, Critical care.

[97]  R. Roeder,et al.  Transient high glucose causes persistent epigenetic changes and altered gene expression during subsequent normoglycemia , 2008, The Journal of experimental medicine.

[98]  M. Kaneki,et al.  Obesity-induced Insulin Resistance and Hyperglycemia: Etiologic Factors and Molecular Mechanisms , 2008, Anesthesiology.

[99]  Shraddha S. Nigavekar,et al.  RAGE Activation by S100P in Colon Cancer Stimulates Growth, Migration, and Cell Signaling Pathways , 2007, Diseases of the colon and rectum.

[100]  A. Goldfine,et al.  Inflammation and insulin resistance. , 2006, The Journal of clinical investigation.

[101]  M. Knowles,et al.  Alternative splicing of fibroblast growth factor receptor 3 produces a secreted isoform that inhibits fibroblast growth factor-induced proliferation and is repressed in urothelial carcinoma cell lines. , 2005, Cancer research.

[102]  A. Saltiel,et al.  Insulin Signaling and the Regulation of Glucose Transport , 2004, Molecular medicine.

[103]  A. Schmidt,et al.  S100P Stimulates Cell Proliferation and Survival via Receptor for Activated Glycation End Products (RAGE)* , 2004, Journal of Biological Chemistry.

[104]  F. Amalric,et al.  Molecular and functional characterization of SLC26A11, a sodium‐independent sulfate transporter from high endothelial venules , 2003, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[105]  S. Franceschi,et al.  Glycemic index: overview of implications in health and disease. , 2002, The American journal of clinical nutrition.

[106]  Michael Karin,et al.  Reversal of Obesity- and Diet-Induced Insulin Resistance with Salicylates or Targeted Disruption of Ikkβ , 2001, Science.

[107]  A. Paterson,et al.  Glucose and glucosamine regulate growth factor gene expression in vascular smooth muscle cells. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[108]  M. Stampfer,et al.  Insulin receptor expression and function in human breast cancer cell lines. , 1992, Cancer research.

[109]  S. Bates,et al.  Expression of transforming growth factor alpha and its messenger ribonucleic acid in human breast cancer: its regulation by estrogen and its possible functional significance. , 1988, Molecular endocrinology.

[110]  N. Legros,et al.  Influence of insulin administration on growth of the 7,12-dimethylbenz(a)anthracene-induced mammary carcinoma in intact, oophorectomized, and hypophysectomized rats. , 1972, Cancer research.

[111]  Otto Warburn,et al.  THE METABOLISM OF TUMORS , 1931 .

[112]  O. Warburg,et al.  THE METABOLISM OF TUMORS IN THE BODY , 1927, The Journal of general physiology.

[113]  E. Littledike,et al.  Insulin , 1923, Reactions Weekly.

[114]  M. Bédard,et al.  Prevalence of Insulin Resistance, Metabolic Syndrome, and Type 2 Diabetes in Canadian Women at High Risk for Breast Cancer , 2017, The breast journal.

[115]  A. Malhotra,et al.  Stress-induced hyperglycemia. , 2001, Critical care clinics.

[116]  D. Corpet,et al.  Insulin injections promote the growth of aberrant crypt foci in the colon of rats. , 1997, Nutrition and cancer.