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Don J, Schork AJ, Glusman G, Rappaport N, Cummings SR, Duggan D, Raju A, Hellberg KLG, Gunn S, Monti S, Perls T, Lapidus J, Goetz LH, Sebastiani P, Schork NJ. The relationship between 11 different polygenic longevity scores, parental lifespan, and disease diagnosis in the UK Biobank. GeroScience 2024; 46:3911-3927. [PMID: 38451433 PMCID: PMC11226417 DOI: 10.1007/s11357-024-01107-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 02/21/2024] [Indexed: 03/08/2024] Open
Abstract
Large-scale genome-wide association studies (GWAS) strongly suggest that most traits and diseases have a polygenic component. This observation has motivated the development of disease-specific "polygenic scores (PGS)" that are weighted sums of the effects of disease-associated variants identified from GWAS that correlate with an individual's likelihood of expressing a specific phenotype. Although most GWAS have been pursued on disease traits, leading to the creation of refined "Polygenic Risk Scores" (PRS) that quantify risk to diseases, many GWAS have also been pursued on extreme human longevity, general fitness, health span, and other health-positive traits. These GWAS have discovered many genetic variants seemingly protective from disease and are often different from disease-associated variants (i.e., they are not just alternative alleles at disease-associated loci) and suggest that many health-positive traits also have a polygenic basis. This observation has led to an interest in "polygenic longevity scores (PLS)" that quantify the "risk" or genetic predisposition of an individual towards health. We derived 11 different PLS from 4 different available GWAS on lifespan and then investigated the properties of these PLS using data from the UK Biobank (UKB). Tests of association between the PLS and population structure, parental lifespan, and several cancerous and non-cancerous diseases, including death from COVID-19, were performed. Based on the results of our analyses, we argue that PLS are made up of variants not only robustly associated with parental lifespan, but that also contribute to the genetic architecture of disease susceptibility, morbidity, and mortality.
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Affiliation(s)
- Janith Don
- Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Andrew J Schork
- The Institute of Biological Psychiatry, Copenhagen University Hospital, Copenhagen, Denmark
- GLOBE Institute, Copenhagen University, Copenhagen, Denmark
| | | | | | - Steve R Cummings
- San Francisco Coordinating Center, California Pacific Medical Center Research Institute, San Francisco, CA, USA
| | - David Duggan
- Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Anish Raju
- Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Kajsa-Lotta Georgii Hellberg
- The Institute of Biological Psychiatry, Copenhagen University Hospital, Copenhagen, Denmark
- GLOBE Institute, Copenhagen University, Copenhagen, Denmark
| | - Sophia Gunn
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Stefano Monti
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Thomas Perls
- Department of Medicine, Section of Geriatrics, Boston University, Boston, MA, USA
| | - Jodi Lapidus
- Department of Biostatistics, Oregon Health & Science University, Portland, OR, USA
| | - Laura H Goetz
- Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
- Veterans Affairs Loma Linda Health Care, Loma Linda, CA, USA
| | - Paola Sebastiani
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA
- Tufts University School of Medicine and Data Intensive Study Center, Boston, MA, USA
| | - Nicholas J Schork
- Translational Genomics Research Institute (TGen), Phoenix, AZ, USA.
- The City of Hope National Medical Center, Duarte, CA, USA.
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2
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Albini A, La Vecchia C, Magnoni F, Garrone O, Morelli D, Janssens JP, Maskens A, Rennert G, Galimberti V, Corso G. Physical activity and exercise health benefits: cancer prevention, interception, and survival. Eur J Cancer Prev 2024:00008469-990000000-00152. [PMID: 38920329 DOI: 10.1097/cej.0000000000000898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/27/2024]
Abstract
Physical activity (PA) has an established role in the promotion of health and fitness and the prevention of disease. Expected overall benefits include reduction of all-cause morbidity and death, weight control, improved quality of life, improved bone health and decreased falls of elderly subjects, , deeper cognition, and reduced risk of depression, anxiety, and sleeplessness. Currently, PA is a mainstay in the management of cardiovascular diseases, metabolic syndrome, diabetes, and bone health. Recently, the perception of its role in primary and secondary prevention, interception, and treatment of cancer, however, is also gaining importance. Regular walking, the simplest type of PA, is associated with reduced all-cause and cardiovascular disease mortality, and a role in cancer prevention is of increasing interest. Furthermore, PA improves the quality of life of cancer patients, attenuating side effects of chemotherapy, decreasing sarcopenia, increasing fitness, and inhibiting the recurrence and progression of some cancer types. It promotes emotional and psychological benefits in patients, inducing positive changes. While mechanisms, effective levels and useful amount of PA practice are well established in cardiology, they are yet to be fully determined in oncology. Nevertheless, PA is recommended to reduce cancer risk in the general population, and it has been introduced in programs for the prevention of second cancers. In perspective, it will help as integrative therapy in cancer patients and for cancer survivors. The number of beneficial effects in the cancer continuum is highlighted in this review.
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Affiliation(s)
- Adriana Albini
- European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)
| | - Carlo La Vecchia
- Department of Clinical Sciences and Community Health, University of Milan
| | - Francesca Magnoni
- Division of Breast Surgery, European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)
| | - Ornella Garrone
- Department of Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
| | - Danilo Morelli
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica
| | | | - Alain Maskens
- European Cancer Prevention Organization (ECP), Milan, Italy
| | - Gad Rennert
- Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Viviana Galimberti
- Division of Breast Surgery, European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)
| | - Giovanni Corso
- Division of Breast Surgery, European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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3
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Zhao MF, Liang GD, Zhou YJ, Chi ZP, Zhuang H, Zhu SL, Wang Y, Liu GR, Zhao JB, Liu SL. Novel Bacillus strains from the human gut exert anticancer effects on a broad range of malignancy types. Invest New Drugs 2020; 38:1373-1382. [PMID: 32734371 DOI: 10.1007/s10637-020-00906-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 01/28/2020] [Indexed: 12/30/2022]
Abstract
Cancer is one of the leading causes of death worldwide, but effective therapies remain the topic of many research activities. Many recent studies have thus focused on particular gut microbiota due to their important roles in treating cancers, but very few microbes of therapeutic value have been reported. In this study, we isolated four bacterial strains, BY38, BY40, BY43 and BY45, from the fecal specimens of healthy individuals and cancer patients. The treatment of cancer cells with the products of these cultured bacteria induced significant inhibitory effects on the proliferation of ovarian cancer cells and colorectal cancer cells in a dose-dependent manner. A phylogenetic analysis showed that the four anticancer strains belong to the genus Bacillus, and flow cytometry assays indicated that the inhibitory effects might be achieved through the induction of cell apoptosis. These results suggest that these bacteria could be novel and promising anticancer agents against cancers.
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Affiliation(s)
- Man-Fei Zhao
- Department of Epidemiology, Public Health School, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Gong-Da Liang
- Department of Epidemiology, Public Health School, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Yu-Jie Zhou
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China.,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Zhi-Ping Chi
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China.,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - He Zhuang
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China.,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Song-Ling Zhu
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China.,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Yao Wang
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China.,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Gui-Rong Liu
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China. .,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China.
| | - Jing-Bo Zhao
- Department of Epidemiology, Public Health School, Harbin Medical University, Harbin, Heilongjiang Province, China.
| | - Shu-Lin Liu
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, Heilongjiang Province, China. .,HMU-UCCSM Centre for Infection and Genomics, Harbin Medical University, Harbin, Heilongjiang Province, China. .,Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, AB, Canada.
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4
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Prasad GVR. Medical good luck and medical bad luck. J Eval Clin Pract 2020; 26:465-470. [PMID: 31489743 DOI: 10.1111/jep.13284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 08/19/2019] [Accepted: 08/24/2019] [Indexed: 01/02/2023]
Abstract
Every individual experiences good luck and bad luck. Three features characterize medical events associated with good luck or bad luck: There is no control over the event, the event occurs through chance or accident, and the event is of significant interest. These characteristics can be used to develop a working definition of medical luck. Medical good luck and medical bad luck are typically assigned to either the individual or to the event, but assigning these instead to the relationship between individual and event provides the opportunity for intervention. By assigning valences to each individual-event relationship and summating them, the total good luck or bad luck associated with the event can be determined. Intervening in the medical event by increasing the valence of the significance for each affected individual to the event will increase that event's total good luck. A total valence of zero before or after intervention does not, however, imply absent medical luck but simply a combination of medical good luck and medical bad luck because significance interest in the event persists. Therefore, there is no medical luck simpliciter, only medical good luck and medical bad luck. Medical events are especially helpful to understanding good luck and bad luck, because they are non-fictional, often generate significant interest, and are modifiable.
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Affiliation(s)
- G V Ramesh Prasad
- Division of Nephrology, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
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5
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Thong T, Forté CA, Hill EM, Colacino JA. Environmental exposures, stem cells, and cancer. Pharmacol Ther 2019; 204:107398. [PMID: 31376432 PMCID: PMC6881547 DOI: 10.1016/j.pharmthera.2019.107398] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 07/29/2019] [Indexed: 12/19/2022]
Abstract
An estimated 70-90% of all cancers are linked to exposure to environmental risk factors. In parallel, the number of stem cells in a tissue has been shown to be a strong predictor of risk of developing cancer in that tissue. Tumors themselves are characterized by an acquisition of "stem cell" characteristics, and a growing body of evidence points to tumors themselves being sustained and propagated by a stem cell-like population. Here, we review our understanding of the interplay between environmental exposures, stem cell biology, and cancer. We provide an overview of the role of stem cells in development, tissue homeostasis, and wound repair. We discuss the pathways and mechanisms governing stem cell plasticity and regulation of the stem cell state, and describe experimental methods for assessment of stem cells. We then review the current understanding of how environmental exposures impact stem cell function relevant to carcinogenesis and cancer prevention, with a focus on environmental and occupational exposures to chemical, physical, and biological hazards. We also highlight key areas for future research in this area, including defining whether the biological basis for cancer disparities is related to effects of complex exposure mixtures on stem cell biology.
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Affiliation(s)
- Tasha Thong
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA
| | - Chanese A Forté
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA; Michigan Institute for Computational Discovery and Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Evan M Hill
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA
| | - Justin A Colacino
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA; Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA; Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA.
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6
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Albini A, Bassani B, Baci D, Dallaglio K, Gallazzi M, Corradino P, Bruno A, Noonan DM. Nutraceuticals and "Repurposed" Drugs of Phytochemical Origin in Prevention and Interception of Chronic Degenerative Diseases and Cancer. Curr Med Chem 2019; 26:973-987. [PMID: 28933290 DOI: 10.2174/0929867324666170920144130] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 08/08/2017] [Accepted: 08/08/2017] [Indexed: 12/16/2022]
Abstract
BACKGROUND Chronic, degenerative diseases are often characterized by inflammation and aberrant angiogenesis. For these pathologies, including rheumatoid arthritis, cardiovascular and autoimmune diseases, cancer, diabetes, and obesity, current therapies have limited efficacy. OBJECTIVES The validation of novel (chemo)preventive and interceptive approaches, and the use of new or repurposed agents, alone or in combination with registered drugs, are urgently required. RESULTS Phytochemicals (triterpenoids, flavonoids, retinoids) and their derivatives, nonsteroidal anti-inflammatory drugs (aspirin) as well as biguanides (metformin and phenformin) originally developed from phytochemical backbones, are multi-target agents showing antiangiogenic and anti-anti-inflammatory proprieties. Many of them target AMPK and metabolic pathways such as the mTOR axis. We summarize the beneficial effects of several compounds in conferring protection and supporting therapy, and as a paradigm, we present data on terpenoids & biquanides on beer hop xanthohumol and hydroxytryrosol from olive mill waste waters. CONCLUSIONS These molecules could be employed for combinatorial chemoprevention and interception approaches or chemoprevention/therapy regimens for cancer and other chronic complex diseases.
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Affiliation(s)
- Adriana Albini
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy
| | - Barbara Bassani
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy
| | - Denisa Baci
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy
| | - Katiuscia Dallaglio
- Laboratory of Translational Research, IRCCS Arcispedale Santa Maria Nuova, Reggio Emilia, Italy
| | - Matteo Gallazzi
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy.,Department of Biotechnologies and Life Sciences, University of Insubria, Varese, Italy
| | - Paola Corradino
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy
| | - Antonino Bruno
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy
| | - Douglas M Noonan
- Scientific and Technology Park, IRCCS MultiMedica, Milano, Italy.,Department of Biotechnologies and Life Sciences, University of Insubria, Varese, Italy
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7
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Prusinski Fernung LE, Jones K, Mas A, Kleven D, Waller JL, Al-Hendy A. Expanding upon the Human Myometrial Stem Cell Hypothesis and the Role of Race, Hormones, Age, and Parity in a Profibroid Environment. THE AMERICAN JOURNAL OF PATHOLOGY 2018; 188:2293-2306. [PMID: 30075150 DOI: 10.1016/j.ajpath.2018.06.023] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 06/14/2018] [Accepted: 06/26/2018] [Indexed: 12/20/2022]
Abstract
Uterine fibroids (UFs) are clonal, hormonally regulated, benign smooth-muscle myometrial tumors that severely affect female reproductive health, although their unknown etiology limits effective care. UFs occur fourfold more commonly in African American women than in Caucasian women, and African American women generally have earlier disease onset and greater UF tumor burden, although the mechanism of this ethnic disparity has not been identified. Recent findings have linked cancer (ie, tumor) risk to increased tissue-specific stem cell division and self-renewal and suggest that somatic mutations in myometrial stem cells (MyoSCs) convert them into tumor-initiating cells, leading to UF. Specifically, preliminary results in paraffin-embedded myometrial tissues have shown increased STRO-1+/CD44+ MyoSCs in African American versus Caucasian women. Using specific methods of flow cytometry and automated quantitative pathology imaging, a large cohort of myometrial samples were investigated to determine how the STRO-1+/CD44+ MyoSCs change with regard to a patient's race, age, parity, fibroid and hormone statuses, and the location of UFs within the uterus. We confirmed that the STRO-1+/CD44+ MyoSC population is expanded in African American women, is correlated with parity and fibroid number, and fluctuates with cyclic menstrual cycle hormone changes and age. Our data suggest that an expanded MyoSC population increases the formation of tumor-initiating cells, ultimately contributing to increased UF prevalence and burden in African American women.
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Affiliation(s)
- Lauren E Prusinski Fernung
- Department of Obstetrics and Gynecology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Kimya Jones
- Department of Pathology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Aymara Mas
- Reproductive Medicine Research Group, La Fe Health Research Institute, Valencia, Spain
| | - Daniel Kleven
- Department of Pathology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Jennifer L Waller
- Department of Biostatistics and Data Science, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Ayman Al-Hendy
- Department of Obstetrics and Gynecology, University of Illinois, Chicago, Illinois.
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8
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Lichtenstein AV. Genetic Mosaicism and Cancer: Cause and Effect. Cancer Res 2018; 78:1375-1378. [DOI: 10.1158/0008-5472.can-17-2769] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Revised: 10/14/2017] [Accepted: 01/09/2018] [Indexed: 11/16/2022]
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9
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van de Glind GC, Out-Luiting JJ, Rebel HG, Tensen CP, de Gruijl FR. Lgr5+ stem cells and their progeny in mouse epidermis under regimens of exogenous skin carcinogenesis, and their absence in ensuing skin tumors. Oncotarget 2018; 7:52085-52094. [PMID: 27409834 PMCID: PMC5239536 DOI: 10.18632/oncotarget.10475] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2016] [Accepted: 06/27/2016] [Indexed: 12/17/2022] Open
Abstract
Actively proliferating Lgr5+ skin stem cells are found deep in the hair follicle (HF). These cells renew the HF and drive its expansion in anagen phase. Their long residence and continuous mitotic activity make them prime candidates to transform into skin tumor-initiating cells. This was investigated by subjecting Lgr5-EGFP-Ires-CreERT2/R26R-LacZ mice (haired and hairless) to chemical and UV carcinogenic regimens. In the course of these regimens Lgr5+ cells (EGFP+) remained exclusively located in HFs, and in deep-seated cysts of hairless skin. In haired mice, progeny of Lgr5+ stem cells (LacZ+ after a pulse of tamoxifen) appeared in the interfollicular epidermis upon UV-induced sunburn and in TPA-induced hyperplasia. In hairless mice the progeny remained located in deep-seated cysts and in HF remnants. Progeny in hairless skin was only detected interfollicularly at a late stage, in between outgrowing tumors. Lgr5+ stem cells were absent in the ultimate tumor masses, and no tumor appeared to be a (clonal) expansion of Lgr5+ cells (52 tumors with tamoxifen at the start of carcinogenesis, 42 tumors with tamoxifen late during tumor outgrowth). In contrast to CD34/K15+ quiescent bulge stem cells, actively proliferating Lgr5+ stem cells do therefore not appear to be tumor drivers in experimental skin carcinogenesis.
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Affiliation(s)
| | | | - Heggert G Rebel
- Department of Dermatology, LUMC, Leiden, 2333RC, The Netherlands
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10
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Santalahti K, Havulinna A, Maksimow M, Zeller T, Blankenberg S, Vehtari A, Joensuu H, Jalkanen S, Salomaa V, Salmi M. Plasma levels of hepatocyte growth factor and placental growth factor predict mortality in a general population: a prospective cohort study. J Intern Med 2017; 282:340-352. [PMID: 28682476 DOI: 10.1111/joim.12648] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Circulating levels of growth factors involved in leucocyte production and angiogenesis could be indicative of underlying aberrations of tissue homeostasis and therefore be utilized as predictors of risk for all-cause cardiovascular disease (CVD) or cancer mortality. METHODS Baseline plasma levels of a range of growth factors were measured in two cohorts of the population-based FINRISK study (1997 Discovery cohort, N = 8444, aged 25-74; 2002 Replication cohort, N = 2951, aged 51-74 years) using a multiplexed bead array methodology and ELISA. Participants were followed up by linking them to registry data. RESULTS In the Discovery cohort (653 deaths; 216 CVD-related, 231 cancer-related), fully adjusted Cox proportional hazard regression models showed that increased plasma hepatocyte growth factor (HGF) and placental growth factor (PlGF) were associated with higher risk of 10-year mortality (HR, 1.29 [95% confidence interval (CI), 1.18-1.41] and HR, 1.23 [95% CI, 1.14-1.32], respectively). In the Replication cohort (259 deaths; 83 CVD-related, 90 cancer-related), baseline HGF levels also predicted all-cause mortality (HR, 1.2 [95% CI, 1.08-1.32]; PlGF data not available). By including HGF levels in a CVD mortality model, 9% of all CVD deaths were correctly reclassified in the Discovery cohort (categorical net reclassification improvement [NRI] for events, P = 4.0 × 10-4 ). Moreover, adding HGF to all-cause and CVD mortality models resulted in an overall clinical NRI of 0.10-0.18 in the Discovery cohort and meta-analyses (P < 0.05 for all tests). CONCLUSION Blood levels of HGF and PlGF may serve as new biomarkers for predicting increased risk of death in the general population.
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Affiliation(s)
- K Santalahti
- MediCity Research Laboratory, University of Turku, Turku, Finland.,Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
| | - A Havulinna
- Department of Public Health Solutions, National Institute for Health and Welfare, Helsinki, Finland
| | - M Maksimow
- MediCity Research Laboratory, University of Turku, Turku, Finland.,Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
| | - T Zeller
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany.,German Center for Cardiovascular Research (DZHK eV), Partner Site Hamburg/Lübeck/Kiel/Hamburg, Germany
| | - S Blankenberg
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany.,German Center for Cardiovascular Research (DZHK eV), Partner Site Hamburg/Lübeck/Kiel/Hamburg, Germany
| | - A Vehtari
- Department of Biomedical Engineering and Computational Science, Aalto University, Espoo, Finland
| | - H Joensuu
- Department of Oncology, Helsinki University Hospital, Helsinki, Finland.,University of Helsinki, Helsinki, Finland
| | - S Jalkanen
- MediCity Research Laboratory, University of Turku, Turku, Finland.,Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
| | - V Salomaa
- Department of Public Health Solutions, National Institute for Health and Welfare, Helsinki, Finland
| | - M Salmi
- MediCity Research Laboratory, University of Turku, Turku, Finland.,Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
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11
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Draghi C, Viger L, Denis F, Letellier C. How the growth rate of host cells affects cancer risk in a deterministic way. CHAOS (WOODBURY, N.Y.) 2017; 27:093101. [PMID: 28964154 DOI: 10.1063/1.5000713] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
It is well known that cancers are significantly more often encountered in some tissues than in other ones. In this paper, by using a deterministic model describing the interactions between host, effector immune and tumor cells at the tissue level, we show that this can be explained by the dependency of tumor growth on parameter values characterizing the type as well as the state of the tissue considered due to the "way of life" (environmental factors, food consumption, drinking or smoking habits, etc.). Our approach is purely deterministic and, consequently, the strong correlation (r = 0.99) between the number of detectable growing tumors and the growth rate of cells from the nesting tissue can be explained without evoking random mutation arising during DNA replications in nonmalignant cells or "bad luck". Strategies to limit the mortality induced by cancer could therefore be well based on improving the way of life, that is, by better preserving the tissue where mutant cells randomly arise.
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Affiliation(s)
- Clément Draghi
- Normandie Université, CORIA, Avenue de l'Université, F-76800 Saint-Etienne du Rouvray, France
| | - Louise Viger
- Normandie Université, CORIA, Avenue de l'Université, F-76800 Saint-Etienne du Rouvray, France
| | - Fabrice Denis
- Normandie Université, CORIA, Avenue de l'Université, F-76800 Saint-Etienne du Rouvray, France
| | - Christophe Letellier
- Normandie Université, CORIA, Avenue de l'Université, F-76800 Saint-Etienne du Rouvray, France
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12
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13
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Abstract
Although the human germline mutation rate is higher than that in any other well-studied species, the rate is not exceptional once the effective genome size and effective population size are taken into consideration. Human somatic mutation rates are substantially elevated above those in the germline, but this is also seen in other species. What is exceptional about humans is the recent detachment from the challenges of the natural environment and the ability to modify phenotypic traits in ways that mitigate the fitness effects of mutations, e.g., precision and personalized medicine. This results in a relaxation of selection against mildly deleterious mutations, including those magnifying the mutation rate itself. The long-term consequence of such effects is an expected genetic deterioration in the baseline human condition, potentially measurable on the timescale of a few generations in westernized societies, and because the brain is a particularly large mutational target, this is of particular concern. Ultimately, the price will have to be covered by further investment in various forms of medical intervention. Resolving the uncertainties of the magnitude and timescale of these effects will require the establishment of stable, standardized, multigenerational measurement procedures for various human traits.
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14
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van de Glind G, Rebel H, van Kempen M, Tensen K, de Gruijl F. Fractionation of a tumor-initiating UV dose introduces DNA damage-retaining cells in hairless mouse skin and renders subsequent TPA-promoted tumors non-regressing. Oncotarget 2016; 7:8067-77. [PMID: 26797757 PMCID: PMC4884976 DOI: 10.18632/oncotarget.6932] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 01/07/2016] [Indexed: 12/26/2022] Open
Abstract
Sunburns and especially sub-sunburn chronic UV exposure are associated with increased risk of squamous cell carcinomas (SCCs). Here we focus on a possible difference in tumor initiation from a single severe-sunburn dose (on day 1, 21 hairless mice) and from an equal dose fractionated into very low sub-sunburn doses not causing any (growth-promoting) epidermal hyperplasia (40 days daily exposure, n=20). From day 47 all mice received 12-O-Tetradecanoylphorbol-13-acetate (TPA) applications (2x/wk) for 20 weeks to promote tumor development within the lifetime of the animals. After the sub-sunburn regimen sparse DNA damage-retaining basal cells (quiescent stem cells, QSCs) remained in the non-hyperplastic epidermis. These cells were forced to divide by TPA. After discontinuation of TPA tumors regressed and disappeared in the ‘sunburn group’ but persisted and grew in the ‘sub-sunburn group’ (0.06 vs 2.50 SCCs and precursors ≥4mm/mouse after 280 days, p=0.03). As the tumors carried no mutations in p53, H/K/N-Ras and Notch1/2, these ‘usual suspects' were not involved in the UV-driven tumor initiation. Although we could not selectively eliminate QSCs (unknown phenotype) to establish causality, our data suggest that forcing specifically DNA damage-retaining QSCs to divide – with high mutagenic risk - gives rise to persisting (mainly ‘in situ’) skin carcinomas.
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Affiliation(s)
| | - Heggert Rebel
- Department of Dermatology, LUMC, Leiden, 2333RC, The Netherlands
| | | | - Kees Tensen
- Department of Dermatology, LUMC, Leiden, 2333RC, The Netherlands
| | - Frank de Gruijl
- Department of Dermatology, LUMC, Leiden, 2333RC, The Netherlands
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15
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Perspectives on making big data analytics work for oncology. Methods 2016; 111:32-44. [PMID: 27586524 DOI: 10.1016/j.ymeth.2016.08.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2016] [Revised: 08/19/2016] [Accepted: 08/25/2016] [Indexed: 12/31/2022] Open
Abstract
Oncology, with its unique combination of clinical, physical, technological, and biological data provides an ideal case study for applying big data analytics to improve cancer treatment safety and outcomes. An oncology treatment course such as chemoradiotherapy can generate a large pool of information carrying the 5Vs hallmarks of big data. This data is comprised of a heterogeneous mixture of patient demographics, radiation/chemo dosimetry, multimodality imaging features, and biological markers generated over a treatment period that can span few days to several weeks. Efforts using commercial and in-house tools are underway to facilitate data aggregation, ontology creation, sharing, visualization and varying analytics in a secure environment. However, open questions related to proper data structure representation and effective analytics tools to support oncology decision-making need to be addressed. It is recognized that oncology data constitutes a mix of structured (tabulated) and unstructured (electronic documents) that need to be processed to facilitate searching and subsequent knowledge discovery from relational or NoSQL databases. In this context, methods based on advanced analytics and image feature extraction for oncology applications will be discussed. On the other hand, the classical p (variables)≫n (samples) inference problem of statistical learning is challenged in the Big data realm and this is particularly true for oncology applications where p-omics is witnessing exponential growth while the number of cancer incidences has generally plateaued over the past 5-years leading to a quasi-linear growth in samples per patient. Within the Big data paradigm, this kind of phenomenon may yield undesirable effects such as echo chamber anomalies, Yule-Simpson reversal paradox, or misleading ghost analytics. In this work, we will present these effects as they pertain to oncology and engage small thinking methodologies to counter these effects ranging from incorporating prior knowledge, using information-theoretic techniques to modern ensemble machine learning approaches or combination of these. We will particularly discuss the pros and cons of different approaches to improve mining of big data in oncology.
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16
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Platt JL, Zhou X, Lefferts AR, Cascalho M. Cell Fusion in the War on Cancer: A Perspective on the Inception of Malignancy. Int J Mol Sci 2016; 17:E1118. [PMID: 27420051 PMCID: PMC4964493 DOI: 10.3390/ijms17071118] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 06/28/2016] [Accepted: 07/07/2016] [Indexed: 12/11/2022] Open
Abstract
Cell fusion occurs in development and in physiology and rarely in those settings is it associated with malignancy. However, deliberate fusion of cells and possibly untoward fusion of cells not suitably poised can eventuate in aneuploidy, DNA damage and malignant transformation. How often cell fusion may initiate malignancy is unknown. However, cell fusion could explain the high frequency of cancers in tissues with low underlying rates of cell proliferation and mutation. On the other hand, cell fusion might also engage innate and adaptive immune surveillance, thus helping to eliminate or retard malignancies. Here we consider whether and how cell fusion might weigh on the overall burden of cancer in modern societies.
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Affiliation(s)
- Jeffrey L Platt
- Departments of Surgery and of Microbiology & Immunology, University of Michigan, A520B Medical Sciences Research Building I, 1150 W. Medical Center Drive, Ann Arbor, MI 48109-5656, USA.
| | - Xiaofeng Zhou
- Departments of Surgery and of Microbiology & Immunology, University of Michigan, A520B Medical Sciences Research Building I, 1150 W. Medical Center Drive, Ann Arbor, MI 48109-5656, USA.
| | - Adam R Lefferts
- Departments of Surgery and of Microbiology & Immunology, University of Michigan, A520B Medical Sciences Research Building I, 1150 W. Medical Center Drive, Ann Arbor, MI 48109-5656, USA.
| | - Marilia Cascalho
- Departments of Surgery and of Microbiology & Immunology, University of Michigan, A520B Medical Sciences Research Building I, 1150 W. Medical Center Drive, Ann Arbor, MI 48109-5656, USA.
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17
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Bassani B, Bartolini D, Pagani A, Principi E, Zollo M, Noonan DM, Albini A, Bruno A. Fenretinide (4-HPR) Targets Caspase-9, ERK 1/2 and the Wnt3a/β-Catenin Pathway in Medulloblastoma Cells and Medulloblastoma Cell Spheroids. PLoS One 2016; 11:e0154111. [PMID: 27367907 PMCID: PMC4930187 DOI: 10.1371/journal.pone.0154111] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 04/08/2016] [Indexed: 12/11/2022] Open
Abstract
Medulloblastoma (MB), a neuroectodermal tumor arising in the cerebellum, represents the most frequent childhood brain malignancy. Current treatments for MB combine radiation and chemotherapy and are often associated with relevant side effects; novel therapeutic strategies are urgently needed. N-(4-Hydroxyphenyl) retinamide (4-HPR, fenretinide), a synthetic analogue of all-trans retinoic acid, has emerged as a promising and well-tolerated cancer chemopreventive and chemotherapeutic agent for various neoplasms, from breast cancer to neuroblastoma. Here we investigated the effects of 4-HPR on MB cell lines and identified the mechanism of action for a potential use in therapy of MB. Flow cytometry analysis was performed to evaluate 4-HPR induction of apoptosis and oxygen reactive species (ROS) production, as well as cell cycle effects. Functional analysis to determine 4-HPR ability to interfere with MB cell migration and invasion were performed. Western Blot analysis were used to investigate the crucial molecules involved in selected signaling pathways associated with apoptosis (caspase-9 and PARP-1), cell survival (ERK 1/2) and tumor progression (Wnt3a and β-catenin). We show that 4-HPR induces caspase 9-dependent cell death in DAOY and ONS-76 cells, associated with increased ROS generation, suggesting that free radical intermediates might be directly involved. We observed 4-HPR induction of cell cycle arrest in G1/S phase, inactivated β-catenin, and inhibition of MB cell migration and invasion. We also evaluated the ability of 4-HPR to target MB cancer-stem/cancer-initiating cells, using an MB spheroids model, followed by flow cytometry and quantitative real-time PCR. 4-HPR treatment reduced DAOY and ONS-76 spheroid formation, in term of number and size. Decreased expression of the surface markers CD133+ and ABCG2+ as well as Oct-4 and Sox-2 gene expression were observed on BTICs treated with 4-HPR further reducing BITIC invasive activities. Finally, we analyzed 4-HPR ability to inhibit MB tumor cell growth in vivo in nude mice. Taken together, our data suggest that 4-HPR targets both parental and MB tumor stem/initiating cell-like populations. Since 4-HPR exerts low toxicity, it could represent a valid compound in the treatment of human MB.
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Affiliation(s)
- Barbara Bassani
- Scientific and Technological Pole, IRCCS MultiMedica, Milano, Italy
| | | | - Arianna Pagani
- Scientific and Technological Pole, IRCCS MultiMedica, Milano, Italy
| | - Elisa Principi
- Scientific and Technological Pole, IRCCS MultiMedica, Milano, Italy
| | - Massimo Zollo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
- Ceinge Biotecnologie Avanzate, Naples, Italy
| | - Douglas M. Noonan
- Scientific and Technological Pole, IRCCS MultiMedica, Milano, Italy
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Adriana Albini
- Scientific and Technological Pole, IRCCS MultiMedica, Milano, Italy
- * E-mail:
| | - Antonino Bruno
- Scientific and Technological Pole, IRCCS MultiMedica, Milano, Italy
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18
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Davey Smith G, Relton CL, Brennan P. Chance, choice and cause in cancer aetiology: individual and population perspectives. Int J Epidemiol 2016; 45:605-13. [PMID: 27565178 DOI: 10.1093/ije/dyw224] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- George Davey Smith
- MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK and
| | - Caroline L Relton
- MRC Integrative Epidemiology Unit (IEU) at the University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK and
| | - Paul Brennan
- International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372 Lyon CEDEX 08, France
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19
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Packer JR, Maitland NJ. The molecular and cellular origin of human prostate cancer. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2016; 1863:1238-60. [DOI: 10.1016/j.bbamcr.2016.02.016] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 02/17/2016] [Accepted: 02/22/2016] [Indexed: 01/01/2023]
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20
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Grizzi F. Cancer heterogeneity and drug metabolism: what we know and what we need to know. Future Oncol 2016; 12:1317-9. [PMID: 27182685 DOI: 10.2217/fon-2015-0039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Fabio Grizzi
- Department of Immunology & Inflammation Humanitas Clinical & Research Center, 20089 Rozzano, Milan, Italy
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21
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Albini A, DeCensi A, Cavalli F, Costa A. Cancer Prevention and Interception: A New Era for Chemopreventive Approaches. Clin Cancer Res 2016; 22:4322-7. [PMID: 27220959 DOI: 10.1158/1078-0432.ccr-16-0695] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 05/13/2016] [Indexed: 01/22/2023]
Abstract
At several recent, internationally attended scientific meetings, including the American Association for Cancer Research (AACR)'s "Shaping the Future of Cancer Prevention: A Roadmap for Integrative Cancer Science and Public Health" summit in Leesburg (VA) and the AACR Annual Meeting in New Orleans, the focus on cancer prevention to reduce cancer-related deaths was extensively discussed with renewed attention and emphasis. Cancer prevention should be actively proposed even to healthy individuals, and not just to individuals with high cancer risk. We discuss evaluation of a high cancer risk versus the relatively low risk for side effects of chemopreventive agents. The concept of cancer interception, which is halting transformed cells from becoming malignant cancers, should be adopted for cancer prevention. Potential prevention/interception actions include adopting healthy life style and avoiding carcinogens, repressing inflammation and pathologic angiogenesis, controlling metabolism, correcting insulin resistance and other metabolic alterations. Current drugs with limited toxicity can be repurposed to reduce cancer incidence. Aspirin is now being recommended for the prevention of colorectal cancer and it prevents other neoplasms as well. Metformin and β-blockers could be valuable for reducing pancreatic and breast cancer onset. On the basis of the evaluation of cancer risk, we here call for personalized approaches for cancer prevention and preventive interception and we envisage a list of measures and potential guidelines for preventive and interceptive strategies to reduce cancer burden. Investment into translational research to bring these approaches into public health policies and in the clinic is urgently needed. Clin Cancer Res; 22(17); 4322-7. ©2016 AACR.
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Affiliation(s)
| | - Andrea DeCensi
- Medical Oncology, E.O. Ospedali Galliera, Genova, Italy and Division of Cancer Prevention and Genetics, European Institute of Oncology, Via Ripamonti 435, Milan 20141, Italy
| | - Franco Cavalli
- Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
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22
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Birdsall TC. Nature, Nurture, and Bad Luck: Revisiting the Link Between Diet, Lifestyle, and Cancer. Integr Med (Encinitas) 2016; 15:22-23. [PMID: 27053931 PMCID: PMC4818064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Affiliation(s)
- Timothy C Birdsall
- , is a well-known lecturer and naturopathic physician. He earned a doctorate degree in naturopathic medicine from Bastyr University, where he served on the faculty for 5 years. He is also a fellow of the American Board of Naturopathic Oncology
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23
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Meyskens FL. Risk Factor Models and Personalized Health: Opportunities and Challenges for Asymptomatic Individuals. Cancer Prev Res (Phila) 2015; 9:11-2. [PMID: 26701663 DOI: 10.1158/1940-6207.capr-15-0401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 11/30/2015] [Indexed: 11/16/2022]
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24
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Brown P. Women's Expectations for Breast Cancer Prevention and Early Detection: High Expectations Can Be Achieved. Oncologist 2015; 21:4-6. [PMID: 26675741 PMCID: PMC4709217 DOI: 10.1634/theoncologist.2015-0412] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 10/27/2015] [Indexed: 01/04/2023] Open
Abstract
Additional research is needed to improve the ability to detect life-threatening cancer at an early curable stage and to prevent the development of such cancer. Many research groups are working to discover more effective and safer methods to detect and prevent life-threatening breast cancer. The results from such research studies will ultimately allow women’s expectations for breast cancer prevention and early detection to be met.
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Affiliation(s)
- Powel Brown
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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25
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Albini A, Bruno A, Gallo C, Pajardi G, Noonan DM, Dallaglio K. Cancer stem cells and the tumor microenvironment: interplay in tumor heterogeneity. Connect Tissue Res 2015; 56:414-25. [PMID: 26291921 PMCID: PMC4673538 DOI: 10.3109/03008207.2015.1066780] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Tumor cells able to recapitulate tumor heterogeneity have been tracked, isolated and characterized in different tumor types, and are commonly named Cancer Stem Cells or Cancer Initiating Cells (CSC/CIC). CSC/CIC are disseminated in the tumor mass and are resistant to anti-cancer therapies and adverse conditions. They are able to divide into another stem cell and a "proliferating" cancer cell. They appear to be responsible for disease recurrence and metastatic dissemination even after apparent eradication of the primary tumor. The modulation of CSC/CIC activities by the tumor microenvironment (TUMIC) is still poorly known. CSC/CIC may mutually interact with the TUMIC in a special and unique manner depending on the TUMIC cells or proteins encountered. The TUMIC consists of extracellular matrix components as well as cellular players among which endothelial, stromal and immune cells, providing and responding to signals to/from the CSC/CIC. This interplay can contribute to the mechanisms through which CSC/CIC may reside in a dormant state in a tissue for years, later giving rise to tumor recurrence or metastasis in patients. Different TUMIC components, including the connective tissue, can differentially activate CIC/CSC in different areas of a tumor and contribute to the generation of cancer heterogeneity. Here, we review possible networking activities between the different components of the tumor microenvironment and CSC/CIC, with a focus on its role in tumor heterogeneity and progression. We also summarize novel therapeutic options that could target both CSC/CIC and the microenvironment to elude resistance mechanisms activated by CSC/CIC, responsible for disease recurrence and metastases.
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Affiliation(s)
- Adriana Albini
- Department of Research and Statistics, IRCCS Arcispedale Santa Maria Nuova,
Reggio Emilia,
Italy,Correspondence: Adriana Albini, Director of the Department of Research and Statistics,
IRCCS Arcispedale Santa Maria Nuova, Reggio Emilia, Viale Risorgimento 80, 42123,
Reggio Emilia,
Italy. E-mail:
| | - Antonino Bruno
- Scientific and Technology Park, IRCCS MultiMedica,
Milan,
Italy
| | - Cristina Gallo
- Department of Research and Statistics, IRCCS Arcispedale Santa Maria Nuova,
Reggio Emilia,
Italy
| | - Giorgio Pajardi
- Department of Hand Surgery, San Giuseppe MultiMedica Hospital of Milan,
Milan,
Italy,Department of Clinical Sciences and Community, Plastic Surgery School, University of Milan,
Milan,
Italy
| | - Douglas M. Noonan
- Scientific and Technology Park, IRCCS MultiMedica,
Milan,
Italy,Department of Biotechnology and Life Sciences, University of Insubria,
Varese,
Italy
| | - Katiuscia Dallaglio
- Department of Research and Statistics, IRCCS Arcispedale Santa Maria Nuova,
Reggio Emilia,
Italy
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