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Feng S, Lou K, Luo C, Zou J, Zou X, Zhang G. Obesity-Related Cross-Talk between Prostate Cancer and Peripheral Fat: Potential Role of Exosomes. Cancers (Basel) 2022; 14:5077. [PMID: 36291860 PMCID: PMC9600017 DOI: 10.3390/cancers14205077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/06/2022] [Accepted: 10/13/2022] [Indexed: 11/17/2022] Open
Abstract
The molecular mechanisms of obesity-induced cancer progression have been extensively explored because of the significant increase in obesity and obesity-related diseases worldwide. Studies have shown that obesity is associated with certain features of prostate cancer. In particular, bioactive factors released from periprostatic adipose tissues mediate the bidirectional communication between periprostatic adipose tissue and prostate cancer. Moreover, recent studies have shown that extracellular vesicles have a role in the relationship between tumor peripheral adipose tissue and cancer progression. Therefore, it is necessary to investigate the feedback mechanisms between prostate cancer and periglandular adipose and the role of exosomes as mediators of signal exchange to understand obesity as a risk factor for prostate cancer. This review summarizes the two-way communication between prostate cancer and periglandular adipose and discusses the potential role of exosomes as a cross-talk and the prospect of using adipose tissue as a means to obtain exosomes in vitro. Therefore, this review may provide new directions for the treatment of obesity to suppress prostate cancer.
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Affiliation(s)
- Shangzhi Feng
- The First Clinical College, Gannan Medical University, Ganzhou 341000, China
- Department of Urology, The First Affiliated Hospital of Gannan Medical University, Ganzhou 341000, China
| | - Kecheng Lou
- The First Clinical College, Gannan Medical University, Ganzhou 341000, China
- Department of Urology, The First Affiliated Hospital of Gannan Medical University, Ganzhou 341000, China
| | - Cong Luo
- The First Clinical College, Gannan Medical University, Ganzhou 341000, China
- Department of Urology, The First Affiliated Hospital of Gannan Medical University, Ganzhou 341000, China
| | - Junrong Zou
- Department of Urology, The First Affiliated Hospital of Gannan Medical University, Ganzhou 341000, China
- Institute of Urology, The First Affiliated Hospital of Ganna Medical University, Ganzhou 341000, China
- Jiangxi Engineering Technology Research Center of Calculi Prevention, Ganzhou 341000, China
| | - Xiaofeng Zou
- Department of Urology, The First Affiliated Hospital of Gannan Medical University, Ganzhou 341000, China
- Institute of Urology, The First Affiliated Hospital of Ganna Medical University, Ganzhou 341000, China
- Jiangxi Engineering Technology Research Center of Calculi Prevention, Ganzhou 341000, China
| | - Guoxi Zhang
- Department of Urology, The First Affiliated Hospital of Gannan Medical University, Ganzhou 341000, China
- Institute of Urology, The First Affiliated Hospital of Ganna Medical University, Ganzhou 341000, China
- Jiangxi Engineering Technology Research Center of Calculi Prevention, Ganzhou 341000, China
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Thromboinflammatory Processes at the Nexus of Metabolic Dysfunction and Prostate Cancer: The Emerging Role of Periprostatic Adipose Tissue. Cancers (Basel) 2022; 14:cancers14071679. [PMID: 35406450 PMCID: PMC8996963 DOI: 10.3390/cancers14071679] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 03/03/2022] [Accepted: 03/04/2022] [Indexed: 02/07/2023] Open
Abstract
Simple Summary As overweight and obesity increase among the population worldwide, a parallel increase in the number of individuals diagnosed with prostate cancer was observed. There appears to be a relationship between both diseases where the increase in the mass of fat tissue can lead to inflammation. Such a state of inflammation could produce many factors that increase the aggressiveness of prostate cancer, especially if this inflammation occurred in the fat stores adjacent to the prostate. Another important observation that links obesity, fat tissue inflammation, and prostate cancer is the increased production of blood clotting factors. In this article, we attempt to explain the role of these latter factors in the effect of increased body weight on the progression of prostate cancer and propose new ways of treatment that act by affecting how these clotting factors work. Abstract The increased global prevalence of metabolic disorders including obesity, insulin resistance, metabolic syndrome and diabetes is mirrored by an increased incidence of prostate cancer (PCa). Ample evidence suggests that these metabolic disorders, being characterized by adipose tissue (AT) expansion and inflammation, not only present as risk factors for the development of PCa, but also drive its increased aggressiveness, enhanced progression, and metastasis. Despite the emerging molecular mechanisms linking AT dysfunction to the various hallmarks of PCa, thromboinflammatory processes implicated in the crosstalk between these diseases have not been thoroughly investigated. This is of particular importance as both diseases present states of hypercoagulability. Accumulating evidence implicates tissue factor, thrombin, and active factor X as well as other players of the coagulation cascade in the pathophysiological processes driving cancer development and progression. In this regard, it becomes pivotal to elucidate the thromboinflammatory processes occurring in the periprostatic adipose tissue (PPAT), a fundamental microenvironmental niche of the prostate. Here, we highlight key findings linking thromboinflammation and the pleiotropic effects of coagulation factors and their inhibitors in metabolic diseases, PCa, and their crosstalk. We also propose several novel therapeutic targets and therapeutic interventions possibly modulating the interaction between these pathological states.
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Sacca PA, Calvo JC. Periprostatic Adipose Tissue Microenvironment: Metabolic and Hormonal Pathways During Prostate Cancer Progression. Front Endocrinol (Lausanne) 2022; 13:863027. [PMID: 35498409 PMCID: PMC9043608 DOI: 10.3389/fendo.2022.863027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/15/2022] [Indexed: 11/20/2022] Open
Abstract
The periprostatic adipose tissue (PPAT) is a site of invasion of prostate cancer (PCa) and is part of the microenvironment. It was shown that PPAT secretes factors and fatty acids (FAs) that alter the microenvironment of the PCa. The PPAT secretome of patients with PCa-T3 stage (PPAT-T3) has a metabolic profile enriched in several pathways related to energy production, indicating a greater energy requirement by the tumor, when compared to that of patients in the PCa-T2 stage (PPAT-T2). PPAT-T3 also shows enrichment in pathways related to hormone response, polyamine synthesis, and control of protein synthesis, through amino acid, RNA, and nucleotide metabolism. PPAT-T2 and PPAT-BPH secretomes have less complex metabolic profile, both related with energy balance, while PPAT-BPH has hormone response through insulin pathway. Undoubtedly, a deeper characterization of the human PPAT will lead to a better understanding of the disease and possibly allow new stratification factors and the design of a specific therapy that targets crucial components of the tumor microenvironment as another way to treat or control the disease.
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Affiliation(s)
- Paula Alejandra Sacca
- Laboratorio de Química de Proteoglicanos y Matriz Extracelular, Instituto de Biología y Medicina Experimental (IBYME)—CONICET, Buenos Aires, Argentina
- *Correspondence: Paula Alejandra Sacca, ; Juan Carlos Calvo,
| | - Juan Carlos Calvo
- Laboratorio de Química de Proteoglicanos y Matriz Extracelular, Instituto de Biología y Medicina Experimental (IBYME)—CONICET, Buenos Aires, Argentina
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina
- *Correspondence: Paula Alejandra Sacca, ; Juan Carlos Calvo,
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4
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Predicting Subtype of Growth Hormone Pituitary Adenoma based on Magnetic Resonance Imaging Characteristics. J Comput Assist Tomogr 2021; 46:124-130. [PMID: 35099144 PMCID: PMC8763249 DOI: 10.1097/rct.0000000000001249] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Supplemental digital content is available in the text. This study aimed to investigate the value of magnetic resonance (MR) characteristics in differentiating the subtypes of growth hormone pituitary adenomas.
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Fatty Acid Metabolism Reprogramming in Advanced Prostate Cancer. Metabolites 2021; 11:metabo11110765. [PMID: 34822423 PMCID: PMC8618281 DOI: 10.3390/metabo11110765] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 12/23/2022] Open
Abstract
Prostate cancer (PCa) is a carcinoma in which fatty acids are abundant. Fatty acid metabolism is rewired during PCa development. Although PCa can be treated with hormone therapy, after prolonged treatment, castration-resistant prostate cancer can develop and can lead to increased mortality. Changes to fatty acid metabolism occur systemically and locally in prostate cancer patients, and understanding these changes may lead to individualized treatments, especially in advanced, castration-resistant prostate cancers. The fatty acid metabolic changes are not merely reflective of oncogenic activity, but in many cases, these represent a critical factor in cancer initiation and development. In this review, we analyzed the literature regarding systemic changes to fatty acid metabolism in PCa patients and how these changes relate to obesity, diet, circulating metabolites, and peri-prostatic adipose tissue. We also analyzed cellular fatty acid metabolism in prostate cancer, including fatty acid uptake, de novo lipogenesis, fatty acid elongation, and oxidation. This review broadens our view of fatty acid switches in PCa and presents potential candidates for PCa treatment and diagnosis.
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6
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Prognostic Value of CT-Attenuation and 18F-Fluorodeoxyglucose Uptake of Periprostatic Adipose Tissue in Patients with Prostate Cancer. J Pers Med 2020; 10:jpm10040185. [PMID: 33105555 PMCID: PMC7711777 DOI: 10.3390/jpm10040185] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/20/2020] [Accepted: 10/20/2020] [Indexed: 02/08/2023] Open
Abstract
This study aimed to assess the prognostic value of computed tomography (CT)-attenuation and 18F-fluorodeoxyglucose (FDG) uptake of periprostatic adipose tissue (PPAT) for predicting disease progression-free survival (DPFS) in patients with prostate cancer. Seventy-seven patients with prostate cancer who underwent staging FDG positron emission tomography (PET)/CT were retrospectively reviewed. CT-attenuation (HU) and FDG uptake (SUV) of PPAT were measured from the PET/CT images. The relationships between these PPAT parameters and clinical factors were assessed, and a Cox proportional hazard regression test was performed to evaluate the prognostic significance of PPAT HU and SUV. PPAT HU and SUV showed significant positive correlations with tumor stage and serum prostate-specific antigen level (PSA) (p < 0.05). Patients with high PPAT HU and SUV had significantly worse DPFS than those with low PPAT HU and SUV (p < 0.05). In multivariate analysis, PPAT SUV was a significant predictor of DPFS after adjusting for tumor stage, serum PSA, and tumor SUV (p = 0.003; hazard ratio, 1.50; 95% confidence interval, 1.15–1.96). CT-attenuation and FDG uptake of PPAT showed significant association with disease progression in patients with prostate cancer. These imaging findings may be evidence of the role of PPAT in prostate cancer progression.
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7
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Di Bella CM, Howard LE, Oyekunle T, De Hoedt AM, Salama JK, Song H, Freedland SJ, Allott EH. Abdominal and pelvic adipose tissue distribution and risk of prostate cancer recurrence after radiation therapy. Prostate 2020; 80:1244-1252. [PMID: 32767683 DOI: 10.1002/pros.24054] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 07/28/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Fat distribution varies between individuals of similar body mass index (BMI). We hypothesized that visceral obesity is more strongly associated with poor prostate cancer outcomes than overall obesity defined by BMI. MATERIALS AND METHODS We quantified abdominal visceral and subcutaneous fat area (VFA and SFA), and pelvic periprostatic adipose tissue area (PPAT), using computed tomography scans from radiation-treated prostate cancer patients at the Durham North Carolina Veterans Administration Hospital. Multivariable-adjusted Cox regression examined associations between each adiposity measure and risk of recurrence, overall and stratified by race and receipt of androgen deprivation therapy (ADT). RESULTS Of 401 patients (59% black) treated from 2005 to 2011, 84 (21%) experienced recurrence during 9.3 years median follow-up. Overall, obesity defined by BMI was not associated with recurrence risk overall or stratified by race or ADT, nor was any measure of fat distribution related to the risk of recurrence overall or by race. However, higher VFA was associated with increased risk of recurrence in men who received radiation only (hazard ratio [HR], 1.79; 95% confidence interval [CI], 0.87-3.66), but inversely associated with recurrence risk in men treated with radiation and ADT (HR, 0.49; 95% CI, 0.24-1.03; P-interaction = .002), though neither association reached statistical significance. Similar patterns of ADT-stratified associations were observed for PPAT and SFA. CONCLUSIONS Associations between abdominal and pelvic adiposity measures and recurrence risk differed significantly by ADT receipt, with positive directions of association observed only in men not receiving ADT. If confirmed, our findings suggest that obesity may have varying effects on prostate cancer progression risk dependent on the hormonal state of the individual.
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Affiliation(s)
- Claire M Di Bella
- Division of Urology, Durham Veterans Affairs Health Care System, Durham, NC
| | - Lauren E Howard
- Division of Urology, Durham Veterans Affairs Health Care System, Durham, NC
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC
| | - Taofik Oyekunle
- Division of Urology, Durham Veterans Affairs Health Care System, Durham, NC
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC
| | - Amanda M De Hoedt
- Division of Urology, Durham Veterans Affairs Health Care System, Durham, NC
| | - Joseph K Salama
- Division of Urology, Durham Veterans Affairs Health Care System, Durham, NC
| | - Haijun Song
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC
| | - Stephen J Freedland
- Division of Urology, Durham Veterans Affairs Health Care System, Durham, NC
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Emma H Allott
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
- Department of Histopathology and Morbid Anatomy, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
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Peterson P, Trinh L, Månsson S. Quantitative 1 H MRI and MRS of fatty acid composition. Magn Reson Med 2020; 85:49-67. [PMID: 32844500 DOI: 10.1002/mrm.28471] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/08/2020] [Accepted: 07/20/2020] [Indexed: 12/22/2022]
Abstract
Adipose tissue as well as other depots of fat (triglycerides) are increasingly being recognized as active contributors to the human function and metabolism. In addition to the fat concentration, also the fatty acid chemical composition (FAC) of the triglyceride molecules may play an important part in diseases such as obesity, insulin resistance, hepatic steatosis, osteoporosis, and cancer. MR spectroscopy and chemical-shift-encoded imaging (CSE-MRI) are established methods for non-invasive quantification of fat concentration in tissue. More recently, similar techniques have been developed for assessment also of the FAC in terms of the number of double bonds, the fraction of saturated, monounsaturated, and polyunsaturated fatty acids, or semi-quantitative unsaturation indices. The number of papers focusing on especially CSE-MRI-based techniques has steadily increased during the past few years, introducing a range of acquisition protocols and reconstruction algorithms. However, a number of potential sources of bias have also been identified. Furthermore, the measures used to characterize the FAC using both MRI and MRS differ, making comparisons between different techniques difficult. The aim of this paper is to review MRS- and MRI-based methods for in vivo quantification of the FAC. We describe the chemical composition of triglycerides and discuss various potential FAC measures. Furthermore, we review acquisition and reconstruction methodology and finally, some existing and potential applications are summarized. We conclude that both MRI and MRS provide feasible non-invasive alternatives to the gold standard gas chromatography for in vivo measurements of the FAC. Although both are associated with gas chromatography, future studies are warranted.
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Affiliation(s)
- Pernilla Peterson
- Medical Radiation Physics, Malmö, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden.,Medical Imaging and Physiology, Skåne University Hospital, Lund, Sweden
| | - Lena Trinh
- Medical Radiation Physics, Malmö, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Sven Månsson
- Medical Radiation Physics, Malmö, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
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9
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Miladinovic D, Cusick T, Mahon KL, Haynes AM, Cortie CH, Meyer BJ, Stricker PD, Wittert GA, Butler LM, Horvath LG, Hoy AJ. Assessment of Periprostatic and Subcutaneous Adipose Tissue Lipolysis and Adipocyte Size from Men with Localized Prostate Cancer. Cancers (Basel) 2020; 12:cancers12061385. [PMID: 32481537 PMCID: PMC7352157 DOI: 10.3390/cancers12061385] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 05/21/2020] [Accepted: 05/27/2020] [Indexed: 02/06/2023] Open
Abstract
The prostate is surrounded by periprostatic adipose tissue (PPAT), the thickness of which has been associated with more aggressive prostate cancer (PCa). There are limited data regarding the functional characteristics of PPAT, how it compares to subcutaneous adipose tissue (SAT), and whether in a setting of localized PCa, these traits are altered by obesity or disease aggressiveness. PPAT and SAT were collected from 60 men (age: 42–78 years, BMI: 21.3–35.6 kg/m2) undergoing total prostatectomy for PCa. Compared to SAT, adipocytes in PPAT were smaller, had the same basal rates of fatty acid release (lipolysis) yet released less polyunsaturated fatty acid species, and were more sensitive to isoproterenol-stimulated lipolysis. Basal lipolysis of PPAT was increased in men diagnosed with less aggressive PCa (Gleason score (GS) ≤ 3 + 4) compared to men with more aggressive PCa (GS ≥ 4 + 3) but no other measured adipocyte parameters related to PCa aggressiveness. Likewise, there was no difference in PPAT lipid biology between lean and obese men. In conclusion, lipid biological features of PPAT do differ from SAT; however, we did not observe any meaningful difference in ex vivo PPAT biology that is associated with PCa aggressiveness or obesity. As such, our findings do not support a relationship between altered PCa behavior in obese men and the metabolic reprogramming of PPAT.
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Affiliation(s)
- Dushan Miladinovic
- Discipline of Physiology, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, New South Wales 2006, Australia;
| | - Thomas Cusick
- Cancer Division, The Kinghorn Cancer Centre/Garvan Institute of Medical Research, New South Wales 2010, Australia; (T.C.); (K.L.M.); (A.-M.H.); (P.D.S.); (L.G.H.)
| | - Kate L. Mahon
- Cancer Division, The Kinghorn Cancer Centre/Garvan Institute of Medical Research, New South Wales 2010, Australia; (T.C.); (K.L.M.); (A.-M.H.); (P.D.S.); (L.G.H.)
- Discipline of Medicine, Central Clinical School, The University of Sydney School of Medicine, Faculty of Medicine and Health, The University of Sydney, New South Wales 2006, Australia
- Department of Medical Oncology, Chris O’Brien Lifehouse, New South Wales 2050, Australia
- Royal Prince Alfred Hospital, New South Wales 2050, Australia
| | - Anne-Maree Haynes
- Cancer Division, The Kinghorn Cancer Centre/Garvan Institute of Medical Research, New South Wales 2010, Australia; (T.C.); (K.L.M.); (A.-M.H.); (P.D.S.); (L.G.H.)
| | - Colin H. Cortie
- School of Medicine, Lipid Research Centre, Molecular Horizons, University of Wollongong, New South Wales 2522, Australia; (C.H.C.); (B.J.M.)
- Illawarra Medical Research Institute, University of Wollongong, New South Wales 2522, Australia
| | - Barbara J. Meyer
- School of Medicine, Lipid Research Centre, Molecular Horizons, University of Wollongong, New South Wales 2522, Australia; (C.H.C.); (B.J.M.)
- Illawarra Medical Research Institute, University of Wollongong, New South Wales 2522, Australia
| | - Phillip D. Stricker
- Cancer Division, The Kinghorn Cancer Centre/Garvan Institute of Medical Research, New South Wales 2010, Australia; (T.C.); (K.L.M.); (A.-M.H.); (P.D.S.); (L.G.H.)
- St. Vincent’s Clinical School, The University of New South Wales, New South Wales 2010, Australia
- St. Vincent’s Prostate Cancer Centre, St. Vincent’s Clinic, New South Wales 2010, Australia
| | - Gary A. Wittert
- South Australian Health and Medical Research Institute, South Australia 5000, Australia; (G.A.W.); (L.M.B.)
- School of Medicine and Freemasons Foundation Centre for Men’s Health, University of Adelaide, South Australia 5000, Australia
| | - Lisa M. Butler
- South Australian Health and Medical Research Institute, South Australia 5000, Australia; (G.A.W.); (L.M.B.)
- School of Medicine and Freemasons Foundation Centre for Men’s Health, University of Adelaide, South Australia 5000, Australia
| | - Lisa G. Horvath
- Cancer Division, The Kinghorn Cancer Centre/Garvan Institute of Medical Research, New South Wales 2010, Australia; (T.C.); (K.L.M.); (A.-M.H.); (P.D.S.); (L.G.H.)
- Discipline of Medicine, Central Clinical School, The University of Sydney School of Medicine, Faculty of Medicine and Health, The University of Sydney, New South Wales 2006, Australia
- Department of Medical Oncology, Chris O’Brien Lifehouse, New South Wales 2050, Australia
- Royal Prince Alfred Hospital, New South Wales 2050, Australia
| | - Andrew J. Hoy
- Discipline of Physiology, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, New South Wales 2006, Australia;
- Correspondence:
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Gholizadeh N, Fuangrod T, Greer PB, Lau P, Ramadan S, Simpson J. An inter-centre statistical scale standardisation for quantitatively evaluating prostate tissue on T2-weighted MRI. AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE 2019; 42:137-147. [PMID: 30637607 DOI: 10.1007/s13246-019-00720-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 01/04/2019] [Indexed: 12/28/2022]
Abstract
Magnetic resonance images (MRI) require intensity standardisation if they are used for the purpose of quantitative analysis as inherent variations in image intensity levels between different image sets are manifest due to technical factors. One approach is to standardise the image intensity values using a statistically applied biological reference tissue. The aim of this study is to compare the performance of differing candidate biological reference tissues for standardising T2WI intensity distributions. Fifty-one prostate cancer patients across two centres with different scanners were evaluated using the percentage interpatient coefficient of variation (%interCV) for four different biological references; femoral bone marrow, ischioanal fossa, obturator-internus muscle and bladder urine. The tissue with the highest reproducibility (lowest %interCV) in both centres was used for intensity standardisation of prostate T2WI using three different statistical measures (mean, Z-score, median + Interquartile Range). The performance of different standardisation methods was evaluated from the assessment of image intensity histograms and the percentage normalised root mean square error (%NRSME) of the healthy peripheral zone tissue. Ischioanal fossa as a reference tissue demonstrated the highest reproducibility with %interCV of 18.9 for centre1 and 11.2 for centre2. Using ischioanal fossa for statistical intensity standardisation and the median + Interquartile Range method demonstrated the lowest %NRMSE across centres for healthy peripheral zone tissues. This study demonstrates ischioanal fossa as a preferred reference tissue for standardising intensity values from T2WI of the prostate. Subsequent image standardisation using the median + Interquartile Range intensity of the reference tissue demonstrated a robust and reliable standardisation method for quantitative image assessment.
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Affiliation(s)
- Neda Gholizadeh
- School of Health Sciences, University of Newcastle, Callaghan, NSW, Australia.
| | - Todsaporn Fuangrod
- School of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Peter B Greer
- Department of Radiation Oncology, Calvary Mater Newcastle, Waratah, Newcastle, NSW, Australia.,School of Physics and Mathematics, University Of Newcastle, Callaghan, Newcastle, NSW, Australia
| | - Peter Lau
- Imaging Centre, Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW, Australia.,Department of Radiology, Calvary Mater Newcastle, Waratah, Newcastle, NSW, 2310, Australia
| | - Saadallah Ramadan
- School of Health Sciences, University of Newcastle, Callaghan, NSW, Australia.,Imaging Centre, Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW, Australia
| | - John Simpson
- Department of Radiation Oncology, Calvary Mater Newcastle, Waratah, Newcastle, NSW, Australia.,School of Physics and Mathematics, University Of Newcastle, Callaghan, Newcastle, NSW, Australia
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11
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Cheng Y, Monteiro C, Matos A, You J, Fraga A, Pereira C, Catalán V, Rodríguez A, Gómez-Ambrosi J, Frühbeck G, Ribeiro R, Hu P. Epigenome-wide DNA methylation profiling of periprostatic adipose tissue in prostate cancer patients with excess adiposity-a pilot study. Clin Epigenetics 2018; 10:54. [PMID: 29692867 PMCID: PMC5904983 DOI: 10.1186/s13148-018-0490-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 04/05/2018] [Indexed: 12/12/2022] Open
Abstract
Background Periprostatic adipose tissue (PPAT) has been recognized to associate with prostate cancer (PCa) aggressiveness and progression. Here, we sought to investigate whether excess adiposity modulates the methylome of PPAT in PCa patients. DNA methylation profiling was performed in PPAT from obese/overweight (OB/OW, BMI > 25 kg m−2) and normal weight (NW, BMI < 25 kg m−2) PCa patients. Significant differences in methylated CpGs between OB/OW and NW groups were inferred by statistical modeling. Results Five thousand five hundred twenty-six differentially methylated CpGs were identified between OB/OW and NW PCa patients with 90.2% hypermethylated. Four hundred eighty-three of these CpGs were found to be located at both promoters and CpG islands, whereas the representing 412 genes were found to be involved in pluripotency of stem cells, fatty acid metabolism, and many other biological processes; 14 of these genes, particularly FADS1, MOGAT1, and PCYT2, with promoter hypermethylation presented with significantly decreased gene expression in matched samples. Additionally, 38 genes were correlated with antigen processing and presentation of endogenous antigen via MHC class I, which might result in fatty acid accumulation in PPAT and tumor immune evasion. Conclusions Results showed that the whole epigenome methylation profiles of PPAT were significantly different in OB/OW compared to normal weight PCa patients. The epigenetic variation associated with excess adiposity likely resulted in altered lipid metabolism and immune dysregulation, contributing towards unfavorable PCa microenvironment, thus warranting further validation studies in larger samples. Electronic supplementary material The online version of this article (10.1186/s13148-018-0490-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yan Cheng
- 1Department of Biochemistry and Medical Genetics & Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Canada.,2Experimental Center, Northwest University for Nationalities, Lanzhou, People's Republic of China
| | - Cátia Monteiro
- 3Molecular Oncology Group, Portuguese Institute of Oncology, Porto, Portugal.,Research Department, Portuguese League Against Cancer-North, Porto, Portugal
| | - Andreia Matos
- 5Laboratory of Genetics and Environmental Health Institute, Faculty of Medicine, University of Lisboa, Lisbon, Portugal.,6Tumor & Microenvironment Interactions, i3S/INEB, Institute for Research and Innovation in Health, and Institute of Biomedical Engineering, University of Porto, Porto, Portugal
| | - Jiaying You
- 1Department of Biochemistry and Medical Genetics & Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Canada
| | - Avelino Fraga
- 6Tumor & Microenvironment Interactions, i3S/INEB, Institute for Research and Innovation in Health, and Institute of Biomedical Engineering, University of Porto, Porto, Portugal.,7Department of Urology, Centro Hospitalar Universitário do Porto, Porto, Portugal
| | - Carina Pereira
- 3Molecular Oncology Group, Portuguese Institute of Oncology, Porto, Portugal.,8CINTESIS, Center for Health Technology and Services Research, Faculty of Medicine, e, University of Porto, Porto, Portugal
| | - Victoria Catalán
- 9Metabolic Research Laboratory, Universidad de Navarra, Pamplona, Spain.,10CIBER Fisiopatología de la Obesidad y Nutricion, Instituto de Salud Carlos III, Madrid, Spain
| | - Amaia Rodríguez
- 9Metabolic Research Laboratory, Universidad de Navarra, Pamplona, Spain.,10CIBER Fisiopatología de la Obesidad y Nutricion, Instituto de Salud Carlos III, Madrid, Spain
| | - Javier Gómez-Ambrosi
- 9Metabolic Research Laboratory, Universidad de Navarra, Pamplona, Spain.,10CIBER Fisiopatología de la Obesidad y Nutricion, Instituto de Salud Carlos III, Madrid, Spain
| | - Gema Frühbeck
- 9Metabolic Research Laboratory, Universidad de Navarra, Pamplona, Spain.,10CIBER Fisiopatología de la Obesidad y Nutricion, Instituto de Salud Carlos III, Madrid, Spain.,11Department of Endocrinology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Ricardo Ribeiro
- 3Molecular Oncology Group, Portuguese Institute of Oncology, Porto, Portugal.,5Laboratory of Genetics and Environmental Health Institute, Faculty of Medicine, University of Lisboa, Lisbon, Portugal.,6Tumor & Microenvironment Interactions, i3S/INEB, Institute for Research and Innovation in Health, and Institute of Biomedical Engineering, University of Porto, Porto, Portugal.,12Department of Clinical Pathology, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,13i3S/INEB, Instituto de Investigação e Inovação em Saúde/Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Tumor & Microenvironment Interactions, Rua Alfredo Allen, 208 4200-135 Porto, Portugal
| | - Pingzhao Hu
- 1Department of Biochemistry and Medical Genetics & Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Canada
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Nassar ZD, Aref AT, Miladinovic D, Mah CY, Raj GV, Hoy AJ, Butler LM. Peri‐prostatic adipose tissue: the metabolic microenvironment of prostate cancer. BJU Int 2018; 121 Suppl 3:9-21. [DOI: 10.1111/bju.14173] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Zeyad D. Nassar
- University of Adelaide Medical School Adelaide SA Australia
- Freemasons Foundation Centre for Men's Health Adelaide SA Australia
- South Australian Health and Medical Research Institute Adelaide SA Australia
| | - Adel T. Aref
- University of Adelaide Medical School Adelaide SA Australia
- Freemasons Foundation Centre for Men's Health Adelaide SA Australia
- South Australian Health and Medical Research Institute Adelaide SA Australia
| | - Dushan Miladinovic
- Discipline of Physiology School of Medical Sciences and Bosch Institute Charles Perkins Centre University of Sydney Sydney NSWAustralia
| | - Chui Yan Mah
- University of Adelaide Medical School Adelaide SA Australia
- Freemasons Foundation Centre for Men's Health Adelaide SA Australia
- South Australian Health and Medical Research Institute Adelaide SA Australia
| | - Ganesh V. Raj
- Departments of Urology and Pharmacology UT Southwestern Medical Center at Dallas Dallas TX USA
| | - Andrew J. Hoy
- Discipline of Physiology School of Medical Sciences and Bosch Institute Charles Perkins Centre University of Sydney Sydney NSWAustralia
| | - Lisa M. Butler
- University of Adelaide Medical School Adelaide SA Australia
- Freemasons Foundation Centre for Men's Health Adelaide SA Australia
- South Australian Health and Medical Research Institute Adelaide SA Australia
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13
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Chen T, Li H. Fatty acid metabolism and prospects for targeted therapy of cancer. EUR J LIPID SCI TECH 2017. [DOI: 10.1002/ejlt.201600366] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Tingting Chen
- West China College of Basic and Forensic MedicineSichuan UniversityChengduP. R. China
| | - Hua Li
- West China College of Basic and Forensic MedicineSichuan UniversityChengduP. R. China
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14
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Yang X, Ma Y, Li N, Cai H, Bartlett MG. Development of a Method for the Determination of Acyl-CoA Compounds by Liquid Chromatography Mass Spectrometry to Probe the Metabolism of Fatty Acids. Anal Chem 2017; 89:813-821. [PMID: 27990799 PMCID: PMC5679003 DOI: 10.1021/acs.analchem.6b03623] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Acyl-Coenzyme As (acyl-CoAs) are a group of activated fatty acid molecules participating in multiple cellular processes including lipid synthesis, oxidative metabolism of fatty acids to produce ATP, transcriptional regulation, and protein post-translational modification. Quantification of cellular acyl-CoAs is challenging due to their instability in aqueous solutions and lack of blank matrices. Here we demonstrate an LC-MS/MS analytical method which allows for absolute quantitation with broad coverage of cellular acyl-CoAs. This assay was applied to profile endogenous acyl-CoAs under the challenge of a variety of dietary fatty acids in prostate and hepatic cells. Additionally, this approach allowed for detection of multiple fatty acid metabolic processes including the biogenesis of acyl-CoAs, and their elongation, degradation, and desaturation. Hierarchical clustering in the remodeling of acyl-CoA profiles revealed a fatty-acid-specific pattern across all tested cell lines, which provides a valuable reference for making predictions in other cell models. Individual acyl-CoAs were identified which were altered differentially by exogenous fatty acids in divergent tumorigenicity states of cells. These findings demonstrate the power of acyl-CoA profiling toward understanding the mechanisms for the progression of tumors or other diseases in response to fatty acids.
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Affiliation(s)
- Xiangkun Yang
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
| | - Yongjie Ma
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
| | - Ning Li
- Department of Analytical Chemistry, School of Pharmacy, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, China
| | - Houjian Cai
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
| | - Michael G. Bartlett
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
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15
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Busato A, Fumene Feruglio P, Parnigotto PP, Marzola P, Sbarbati A. In vivo imaging techniques: a new era for histochemical analysis. Eur J Histochem 2016; 60:2725. [PMID: 28076937 PMCID: PMC5159782 DOI: 10.4081/ejh.2016.2725] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 11/16/2016] [Accepted: 11/17/2016] [Indexed: 01/15/2023] Open
Abstract
In vivo imaging techniques can be integrated with classical histochemistry to create an actual histochemistry of water. In particular, Magnetic Resonance Imaging (MRI), an imaging technique primarily used as diagnostic tool in clinical/preclinical research, has excellent anatomical resolution, unlimited penetration depth and intrinsic soft tissue contrast. Thanks to the technological development, MRI is not only capable to provide morphological information but also and more interestingly functional, biophysical and molecular. In this paper we describe the main features of several advanced imaging techniques, such as MRI microscopy, Magnetic Resonance Spectroscopy, functional MRI, Diffusion Tensor Imaging and MRI with contrast agent as a useful support to classical histochemistry.
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Affiliation(s)
- A Busato
- University of Verona, Department of Computer Science.
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