Abstract
There is significant overlap between the cellular and molecular mechanisms of aging and pathways contributing to carcinogenesis, including the role of genome maintenance pathways. In the field of geroscience analysis of novel genetic mouse models with either a shortened, or an extended, lifespan provides a unique opportunity to evaluate the synergistic roles of longevity assurance pathways in cancer resistance and regulation of lifespan and to develop novel targets for interventions that both delay aging and prevent carcinogenesis. There is a growing need for robust assays to assess the susceptibility of cancer in these models. The present review focuses on a well-characterized method frequently used in cancer research, which can be adapted to study resilience to genotoxic stress and susceptibility to genotoxic stress-induced carcinogenesis in geroscience research namely, chemical carcinogenesis induced by treatment with 7,12-dimethylbenz(a)anthracene (DMBA). Recent progress in understanding how longer-living mice may achieve resistance to chemical carcinogenesis and how these pathways are modulated by anti-aging interventions is reviewed. Strain-specific differences in sensitivity to DMBA-induced carcinogenesis are also explored and contrasted with mouse lifespan. The clinical relevance of inhibition of DMBA-induced carcinogenesis for the pathogenesis of mammary adenocarcinomas in older human subjects is discussed. Finally, the potential role of insulin-like growth factor-1 (IGF-1) in the regulation of pathways responsible for cellular resilience to DMBA-induced mutagenesis is discussed.
Keywords: DNA repair, Mutagenesis, Mutation, Health span, Cancer, Tumor, Carcinoma
Susceptibility to carcinogenesis critically determines mouse and rat lifespan
Cancer is a disease of aging. More than half of cancers are diagnosed in patients older than 70 and cancer is a leading cause of late-life mortality in the Western world (Siegel et al. 2018). Neoplasms are also a major cause of late-life mortality in laboratory mice and rats used in lifespan studies to understand fundamental longevity assurance mechanisms and to develop interventions that delay aging.
Progress in geroscience research in the past two decades has led to the identification of fundamental cellular and molecular mechanisms that contribute to aging processes (Kennedy et al. 2014). Such mechanisms include roles for genomic instability, altered telomere biology, increased oxidative stress, epigenetic changes, altered proteostasis, decreased nutrient sensing and metabolism, changes in senescence pathways, and stem cell function. It has been increasingly realized that there is a significant overlap between the cellular mechanisms of aging and pathways contributing to carcinogenesis (Hinkal and Donehower 2008). In particular, the ability to mount an effective, homeostasis-restoring defense response to environmental and cellular stressors also likely plays important roles in regulating the aging process and in determining the onset and progression of late-life diseases, including cancer. Among the mechanisms involved in cellular stress resilience, DNA damage response and DNA repair pathways are of special importance (Maynard et al. 2015). They are critical pillars of cellular homeostasis and organismal defenses, minimizing somatic mutations in both post-mitotic and mitotic cells in response to both intrinsic and extrinsic genotoxic stressors. These genomic maintenance systems prevent induction of cancers and maintain youthful tissue function and organismal longevity.
Long-lived animals (e.g., the longest living rodent, the naked model rat (Buffenstein 2005)) have evolved a robust set of cellular defense mechanisms, which maintain genomic integrity and prevent cancer over their entire lifespan (Gorbunova et al. 2014; MacRae et al. 2015; Seluanov et al. 2018). Genetic mouse models of successful aging that exhibit significant lifespan extension (e.g., growth hormone/insulin-like growth factor-1 [GH/IGF-1]-deficient Ames dwarf and Snell dwarf mice) also exhibit cellular resistance to genotoxic stresses (Maynard and Miller 2006; Murakami et al. 2003; Page et al. 2009; Podlutsky et al. 2017; Salmon et al. 2008; Salmon et al. 2005) and significantly decreased cellular mutation frequency and cancer incidence (Garcia et al. 2008). These findings accord with epidemiological findings of a positive correlation between tumor incidence and the rate of aging calculated on the basis of age-specific mortality in a given population (Anisimov 2001). Most pharmacological or dietary anti-aging interventions that extend lifespan usually also achieve this objective by inhibiting/delaying tumorigenesis in rodent models (Sharp and Richardson 2011). For example, caloric restriction was shown to significantly inhibit tumorigenesis and/or upregulate DNA repair pathways in responsive mouse and rat strains, which contributes to its lifespan-extending effects (Cheney et al. 1980; Cohen et al. 2004; Minor et al. 2010; Pearson et al. 2008b; Yamaza et al. 2010). Treatment with the mTOR inhibitor, rapamycin, which is known to extend mouse lifespan (Harrison et al. 2009), also delayed tumor onset and progression in cancer-prone and carcinogen-treated rodents (Granville et al. 2007; Mabuchi et al. 2007; Mosley et al. 2007). Further, rapamycin also prolonged the lifespan of cancer-prone mice (Anisimov et al. 2010). Of note, rapamycin failed to increase lifespan when given to mice with already established tumors, suggesting that rapamycin can increase lifespan primarily by decreasing tumorigenesis rather than by decelerating tumor growth (Anisimov et al. 2010). In contrast to longer living mice (Garcia et al. 2008; Gesing 2016; Smith et al. 1973), murine strains with the shortest lifespans frequently possess impaired genomic maintenance systems and are usually extremely susceptible to specific types of neoplasms. Genetically modified mice that exhibit defects in DNA repair and/or DNA damage response genes exhibit significantly increased cancer incidence, which often associates with systemic premature aging phenotypes (Hinkal and Donehower 2008). Virtually, all other genetic or dietary mouse models of accelerated aging (e.g., high-fat diet-fed mice (Sundaram and Yan 2016; Zhao et al. 2013; Zhu et al. 2017)) also demonstrate increased incidence of spontaneous tumors.
In the field of geroscience analysis of novel genetic mouse models with either a shortened, or an extended, lifespan provides a unique opportunity to evaluate the synergistic roles of longevity assurance pathways in cancer resistance and regulation of lifespan and to develop novel targets for interventions that both delay aging and prevent carcinogenesis (Anisimov 2001). There is a growing need for robust assays to assess the susceptibility of cancer in these models.
The present review focuses on a well-characterized method frequently used in cancer research, which can be adapted to study resilience to genotoxic stress and susceptibility to genotoxic stress-induced carcinogenesis in geroscience research namely, chemical carcinogenesis induced by treatment with 7,12-dimethylbenz(a)anthracene (DMBA) Figure 1. We review recent progress in understanding how longer-living mice may achieve resistance to chemical carcinogenesis and how these pathways are modulated by anti-aging interventions. Strain-specific differences in sensitivity to DMBA-induced carcinogenesis are also explored and contrasted with mouse lifespan. The clinical relevance of inhibition of DMBA-induced carcinogenesis for the pathogenesis of mammary adenocarcinomas in older human subjects is discussed. Finally, the potential role of IGF-1 in the regulation of pathways responsible for cellular resilience to DMBA-induced mutagenesis is discussed.
Fig. 1.
Concept figure illustrating the overlap between mechanisms of aging and mechanisms involved in carcinogenesis. Accordingly, impairment of DNA repair pathways and consequential DNA damage contribute both to impaired organismal stress resilience, accelerating the process of aging and increase susceptibility to carcinogenesis. Investigating DMBA-induced carcinogenesis in rodent models of longevity is a useful approach to understand the underlying mechanisms of both aging and age-related cancer development
DMBA-induced carcinogenesis
Several polycyclic aromatic hydrocarbons (PAHs) were identified as potent carcinogens in preclinical studies. Among these, DMBA has been extensively used to study the pathogenesis of mammary carcinoma in rodent models (Huggins et al. 1961). For example, it was demonstrated that even a single intra-gastric dose of DMBA was sufficient to induce mammary adenocarcinoma in female Sprague-Dawley rats (Huggins et al. 1961). DMBA-induced carcinogenesis is also well characterized in mouse models (Ethier and Ullrich 1982). The utility of DMBA-induced mouse mammary carcinogenesis models as valid equivalents for the study of human breast cancer has been established (Abba et al. 2016). The lipid-rich breast tissue is particularly susceptible to carcinogenesis induced by lipophilic PAHs, including DMBA. Like many other carcinogens, DMBA must be metabolized in order to induce DNA damage (Cavalieri and Rogan 1995). Xenobiotic-metabolizing enzymes have been shown to be responsible for the metabolism of DMBA through a two-step oxidation process to reactive intermediates and for the elimination of carcinogens from the body (Gonzalez 2001). Mice lacking the P450 enzyme, CYP1B1, or microsomal epoxide hydrolase (mEH) are less responsive to DMBA-induced tumorigenesis (Gonzalez 2001). Both natural and synthetic inhibitors of the P450 enzymes have been shown to inhibit DMBA-induced tumorigenesis (Cai et al. 1997). The ability of some antioxidants to inhibit carcinogenesis has been shown to be related to their abilities to inhibit the metabolism of DMBA (Slaga 1995). Initiation of the transformation of cells by carcinogens in vitro is dependent upon the cells being in the proliferative state so that the cells can metabolize the carcinogen to its reactive intermediate and replicate carcinogen-damaged DNA (Calaf and Russo 1993). In vitro studies demonstrate that, in mammary epithelial cells, PAHs are metabolically activated to cause significant DNA damage, mutations, and malignant transformation of the cells. Early studies in rats revealed that ovariectomy suppressed the susceptibility of these animals to DMBA-induced mammary carcinogenesis, confirming an important role for ovarian hormones in the pathogenesis of breast cancer (Lee and Oyasu 1974; Stevens 1966). It is generally accepted that cells need to be initiated with a carcinogenic insult before hyperstimulation with estrogen will result in carcinogenic progression (DiSaia and Creasman 1997). An initiated cell is one that has acquired a genetic mutation in an oncogene or a tumor suppressor gene (Kistner 1959). A promoter, such as estrogen, accelerates tumor formation without further DNA damage by stimulating the clonal expansion of initiated cells into a growing tumor (Butterworth 1990). Tamoxifen and some environmental estrogens have been shown to induce DNA mutations and therefore can contribute to tumor promotion and progression (Phillips 2001; Seidman and Kurman 2000). Progression of the tumor to a metastatic cancer is associated with further genetic changes that increase the invasive properties of the tumor cells (Kistner 1959).
Cellular resilience to genotoxic stressors and susceptibility to chemically induced carcinogenesis in longer-living versus shorter-living mice
Several lines of evidence support the view that genetics plays an important role in determining both mouse lifespan and susceptibility to cancer. The outstanding genetic resources for M. musculus include hundreds of inbred strains and also genetically modified mice that exhibit a significant variation of lifespan (Yuan et al. 2009). Accordingly, median lifespan ranges from less ~ 1.3 to ~ 3.1 years in various strains of mice used in aging research (Liao et al. 2010; Yuan et al. 2009). Neoplasms are a major cause of late-life mortality in laboratory mice, and mouse strains with the shortest lifespans are especially susceptible to carcinogenesis. In geroscience research, comparison of shorter-living and longer-living mouse strains is a promising approach to understand the roles of fundamental longevity assurance mechanisms in lifespan and cancer, and to develop interventions that delay aging and prevent carcinogenesis. Here, some important strain-specific differences in susceptibility to cancer are highlighted, which are relevant for geroscience studies.
C57BL/6 mice, which are used most frequently in aging studies, and BALB/c mice have a low incidence of spontaneously occurring mammary tumors. In contrast, other strains, including the C3H/Sm strain of mice, develop spontaneous mammary adenocarcinomas. Administration of DMBA to C57BL/6 mice and BALB/c mice (Ethier and Ullrich 1982) results in a moderate frequency of mammary tumors within 40 weeks after treatment. In BALB/c mice, DMBA-induced tumor incidence was reported to be 29% (Dusing-Swartz et al. 1979) to 68% (Medina 1974). In C57BL/6 mice, DMBA-induced mammary tumor incidences were reported to be 20% (Lydon et al. 1999) to 32% (Medina 1974), which increases to 60% in the presence of a pituitary isograft (Lydon et al. 1999). In contrast, in FVB/N mice treated with DMBA, mammary tumor incidences were reported to be 75% at 29 weeks after initiating DMBA treatment (Currier 2005). Hudson and coworkers provided a detailed analysis of mammary tumor development and survival rates in FVB and C57Bl/6 mice treated with DMBA (0.1 ml of 10 mg/ml DMBA dissolved in sesame oil by gavage once a week for 6 weeks) (Hudson et al. 2012). In these studies, the median time to death was 132 days in FVB mice and 180 days in C57Bl/6 mice (Hudson et al. 2012). Median time to mammary tumor onset was 166 days in FVB mice whereas 273 days in C57Bl/6 mice (Hudson et al. 2012). As expected, when C57BL/6 mice were crossed with the shorter-living and more cancer-prone DBA/2 strain of mice (which is the oldest inbred strain with a median lifespan of ~ 22.6 months), the resulting hybrids rapidly developed mammary cancers in response to DMBA treatment (Medina et al. 1980). Female hybrid C57BL/6 × DBA/2f F1 mice (derived from C57BL/6 females mated to DBA/2f males) treated with DMBA (1.0 mg dissolved in 0.2 ml cottonseed oil, given, i.e., once a week, for 6 weeks) were reported to exhibit a high incidence of mammary tumors (69 to 81%) (Medina et al. 1980). C3H/Sm mice are also sensitive to DMBA-induced mammary carcinogenesis (Drohan et al. 1982), with a reported incidence of DMBA-induced mammary tumors of ~ 57% (Medina and Smith 1999). Note that there appears to be an inverse correlation between susceptibility to DMBA-induced mammary carcinogenesis and mean lifespan of the FVB/N, C3H/Sm, BALB/c, and C57BL/6 mouse strains (~ 20, ~ 22, ~ 23.5, and ~ 30 months respectively). For a detailed analysis of the relationship between exposure of mice to DMBA and mammary tumor frequency over a wide range of doses as well as the relative effectiveness of DMBA given as single or multiple exposures, please consult the reference (Ethier and Ullrich 1982).
Topical application of DMBA induces skin cancer, which can also be exploited in geroscience studies. In animal models, numerous studies of organ sites, such as skin, utilize treatment with the tumor promoter, (TPA) after treatment with DMBA in a two-stage model of carcinogenesis, while animal studies in other organ sites, such as ovary, have shown that single or multiple treatments with DMBA are sufficient to induce carcinogenesis. The mechanism of TPA promotion is thought to involve the formation of hydrogen peroxide (H2O2). Chemoprevention agents that inhibit TPA promotion have been shown to inhibit H2O2 formation both in vivo and in vitro (Lim et al. 1992; Wei and Frenkel 1993). H2O2 is capable of promoting initiated cells both in vivo and in vitro (reviewed in (Huang et al. 1999)). In rat liver epithelial cells, H2O2 promotion is accompanied by induction of immediate early genes and disruption of gap junction potential, which can be blocked by antioxidants (Huang et al. 1999). Of note, there are also important strain differences in susceptibility to DMBA-induced skin tumorigenesis. Previous studies demonstrated that skin tumor induction by a 20-week treatment with DMBA produced papillomas, out of which 50.0% progressed to carcinomas in FVB/N mice, compared with 23.1% in BALB/c and 15.0% in C57BL/6 mice (Hennings et al. 1993). Note that there appears to be also an inverse correlation between the susceptibility to DMBA-induced skin carcinogenesis and mean lifespan of the FVB/N, BALB/c, and C57BL/6 mouse strains (~ 20, ~ 23.5, and ~ 30 months respectively). Susceptibility to DMBA-induced carcinogenesis may be organ-dependent. There are also striking strain differences in uterine carcinogenesis induced by a single administration of DMBA. The BALB/c, C3H, and C57BL/6 strains (mean lifespan ~ 23.5, ~ 23.6, and ~ 30 months) were reported to exhibit a high incidence of uterine tumors (87%, 90%, and 93%, respectively), while the SWR/J strain (mean lifespan ~ 22 months) showed a low incidence (17%) (Tsubura et al. 1993). There is also evidence that aging increases the susceptibility of the mouse skin to DMBA-induced carcinogenesis (Ebbesen 1974). Specific molecular events in DMBA carcinogenesis include G → T or A → T transversions in codons 12 and 61 of H-ras1, K-ras, and N-ras were detected in DMBA-induced skin, leukemia, and mammary tumors (Qing et al. 1997).
The molecular mechanisms responsible for strain-dependent differences in susceptibility to DMBA-induced carcinogenesis are likely multifaceted and are subject to intense research. Likely, mechanisms include differences in DNA repair pathways, chromatin accessibility, neuroendocrine factors, and differentially expressed cancer susceptibility genes (Chappell et al. 2017).
Important for the present overview, the apparent association of longevity and cancer resistance phenotypes suggests a key role of pathways involved in both carcinogenesis and longevity assurance (e.g., DNA repair pathways (Vermeij et al. 2016), IGF-1 signaling (Yuan et al. 2009)). Known factors that modulate both susceptibility of mice to DMBA-induced mammary carcinogenesis and regulation of lifespan include estrogen status (Fishman et al. 1995; Mehta et al. 2014), activity, and expression of Nrf2-driven antioxidant response pathways (Becks et al. 2010) and DNA repair mechanisms (de Vries et al. 1995; Hollander et al. 2001; Wijnhoven et al. 2001).
Both in humans and experimental animals, the efficiency of cellular DNA repair determines longevity and risk of cancer. Inherited mutations of DNA repair genes are known to lead to syndromes characterized by increased risk of cancer and/or a shortened lifespan in humans and are currently used to predict cancer risk (Corso et al. n.d.; Price et al. n.d.). Mouse models with genetic defects in DNA repair pathways are also characterized by increased susceptibility to mutagenesis and tumorigenesis induced by DMBA, as well as other genotoxic stressors (de Vries et al. 1995; Nakane et al. 1995; van der Horst et al. 1997; Wijnhoven et al. 2001; Wijnhoven et al. 2000). Lower DNA repair capacity also correlates with increased risk for breast cancer in humans (Kennedy et al. 2005; Machella et al. 2008; Santella et al. 2005; Shen et al. 2006). In addition, there is evidence that diet-induced obesity, which promotes an accelerated aging phenotype in mice (Minor et al. 2011; Pearson et al. 2008a; Ungvari et al. 2010a, 2011a; Zhang et al. 2015), also exacerbates DMBA-induced mammary carcinogenesis in this species (Zhao et al. 2013). Feeding a high-fat diet and the resulting obesity in mice is associated with complex neuroendocrine changes, including increases in leptin levels and dysregulation of insulin and insulin-like growth factor-1 (IGF-1) signaling. Further studies are warranted to elucidate the exact role of leptin-, insulin-, and/or IGF-1-dependent mechanisms in exacerbation of DMBA-induced carcinogenesis in obese mice.
From the aforementioned neuroendocrine factors, IGF-1 has special relevance for geroscience research (Yuan et al. 2009). Progress in biogerontology in the past two decades demonstrated that IGF-1-dependent pathways are involved in the regulation of aging processes (Ashpole et al. 2015, 2017; Bailey-Downs et al. 2012a, 2012b; Mitschelen et al. 2011; Podlutsky et al. 2017; Sonntag et al. 2013; Tarantini et al. 2016a, 2016b, 2017b; Toth et al. 2015; Toth et al. 2014; Yuan et al. 2009) and determine lifespan (Ashpole et al. 2017) in evolutionarily distant organisms (for a review, refer to the reference (Sonntag et al. 2012)). There are also several lines of evidence supporting the concept that IGF-1 signaling critically regulates carcinogenesis. First, patients with developmental IGF-1 deficiency due to GH insensitivity (Laron syndrome) do not appear to develop cancer during aging (Guevara-Aguirre et al. 2011). Mice with developmental GH/IGF-1 deficiency, including Ames dwarf mice, Snell dwarf mice, and growth hormone receptor gene-disrupted mice (GHRKO) also exhibit significantly decreased cancer incidence at old age and a marked extension of lifespan (Flurkey et al. 2001; Holzenberger et al. 2003; Liang et al. 2003; Sun et al. 2017). Cells derived from Ames dwarf, Snell dwarf, and GHRKO mice also exhibit cellular resistance to genotoxic stressors apparently due to their improved DNA repair capacity (Dominick et al. 2016; Leiser et al. 2006; Murakami et al. 2003; Page et al. 2009; Podlutsky et al. 2017; Salmon et al. 2005). Although detailed analysis of resistance to chemical carcinogenesis is lacking, studies on GH/IGF-1 deficient rat models (see below) demonstrate that early life disruption of GH/IGF-1 signaling results in marked resistance to DMBA-induced carcinogenesis (Ramsey et al. 2002). Early life restoration of IGF-1 levels in GH/IGF-1 deficient mice and rats with GH treatment reverses the cancer resistance and longevity phenotypes and also impairs cellular DNA repair capacity (Panici et al. 2010; Sun et al. 2017). These findings led to the hypothesis that GH/IGF-1 levels during a critical period early in life cause persisting changes in cellular DNA repair capacity, presumably by epigenetic regulation of genes involved in DNA repair (Podlutsky et al. 2017). The Aging Phenome Project (Bogue et al. 2016; Leduc et al. 2010; Yuan et al. 2015; Yuan et al. 2009), which aimed to characterize aging-related phenotypes of multiple inbred mouse strains, demonstrated that there is a significant variation of IGF-1 levels among these inbred strains. Importantly, early life IGF-1 levels in these strains are negatively correlated with median lifespan (Bogue et al. 2016; Leduc et al. 2010; Yuan et al. 2015; Yuan et al. 2009), providing indirect additional evidence that the early life hormonal milieu is an important determinant of the rate of aging and/or susceptibility to carcinogenesis in various mouse strains.
Susceptibility to chemically induced carcinogenesis in shorter-living and longer-living rats
Sprague-Dawley rats (median lifespan of 27 to 30 months (Masoro 1980)) and Lewis rats (median lifespan ~ 30.5 months (Sonntag et al. 2005a)) are highly sensitive to DMBA-induced mammary carcinogenesis (Wood et al. 2002). Wistar and Fisher F344 rats (median lifespan ~ 27 months and ~ 29 months, respectively (Masoro 1980)), Long-Evans, August, and ACI rats exhibit intermediate susceptibility to DMBA-induced mammary carcinogenesis (Wood et al. 2002). Other rat strains, including the Lewis dwarf (Ramsey et al. 2002), Copenhagen, SHR, Wistar-Kyoto, and DRH rats are highly resistant (Wood et al. 2002). It is of note that resistance to tumorigenesis is often organ-specific in these strains (Wood et al. 2002). For example, F344 rats exhibit the highest susceptibility for hepatocarcinogenesis, whereas Sprague-Dawley and Wistar rats have intermediate susceptibility (Wood et al. 2002).
Since the mid-60s, it has been established that the spontaneous development of mammary carcinomas during aging in the rat is modulated by neuroendocrine factors (Durbin et al. 1966). Strain-dependent differences in organismal sensitivity to DMBA-induced tumorigenesis have also been attributed previously, at least in part, to strain-specific differences in neuroendocrine regulation, including the function of the hypothalamo-pituitary-adrenal axis (De Jonage-Canonico et al. 2003; Jakubowski et al. 2002; Kerdelhue et al. 2016; Yon de Jonage-Canonico et al. 2005). Studies on cancer-resistant strains suggest that strain-specific resistance to DMBA-induced mammary carcinogenesis does not depend on strain-dependent differences in carcinogen metabolism, DMBA activation, and DNA adduct formation (Wood et al. 2002). The role of strain-specific differences in DNA repair pathways in differential sensitivity to both spontaneous and DMBA-induced carcinogenesis is not completely understood. The available data suggest that DMBA-induced preneoplastic lesions also do not progress well in cancer-resistant rat strains. Interestingly, susceptibility to DMBA-induced carcinogenesis also depends on the age of the rats (Sinha and Dao 1980). For a comprehensive review of potential genes involved in cancer resistance, consult the reference (Wood et al. 2002).
Lewis dwarf rats are homozygous for the spontaneous autosomal recessive dw-4 mutation, which causes a decrease in GH secretion from the pituitary gland beginning around post-natal day 26 (Carter et al. 2002a; Carter et al. 2002b; Charlton et al. 1988). Lewis dwarf rats have chronically low levels of GH and IGF-1 and make an excellent animal model of isolated GH/IGF-1 deficiency (Bailey-Downs et al. 2012b; Charlton et al. 1988; Ungvari et al. 2010b, 2011b; Yan et al. 2014). Importantly, Lewis dwarf rats were shown to exhibit marked resistance to DMBA-induced carcinogenesis (Ramsey et al. 2002) and cellular resistance to genotoxic stressors (Podlutsky et al. 2017). The GH-deficient spontaneous Dwarf rat is also resistant to both DMBA- and N-methyl-N-nitrosourea- induced mammary carcinogenesis (Swanson and Unterman 2002).
Susceptibility to chemically induced carcinogenesis in long-living rodent species
Differences in DNA repair capacity and cellular resilience to genotoxic stressors have been proposed to significantly contribute to the substantial variation of lifespan and differential susceptibility to carcinogenesis in mammalian species (Evdokimov et al. 2018; Ma et al. 2016; MacRae et al. 2015; Seluanov et al. 2018). The available evidence supports the view that longevity associates with resistance to DMBA-induced carcinogenesis in longer-living rodents. For example, the subterranean blind mole rats (Spalax) are long-lived (maximum lifespan potential > 20 years) rodents, which are resistant to both spontaneous and DMBA-induced carcinogenesis (Manov et al. 2013). Naked mole rats (maximum lifespan potential > 30 years) also exhibit marked cancer resistance (Buffenstein 2005). There is increasing evidence that there is a link between the ability of rodents to enter hibernation and longevity (Wu and Storey 2016). Interesting in this regard is the observation that hibernating and non-hibernating ground squirrels exhibit differential sensitivity to topically administered DMBA (Ruben 1982).
Clinical relevance: PAH-induced carcinogenesis in humans
Studies investigating genome maintenance pathways and cancer resistance in laboratory mouse and rat models of aging using DMBA-induced mammary carcinogenesis have important clinical relevance. Only ~ 5% of human breast cancer cases can be attributed to the inheritance of breast cancer susceptibility genes, whereas the remaining cases are considered to be sporadic in origin. It is highly likely that environmental influences, including carcinogen exposure, play a critical role in the pathogenesis of breast cancer.
PAHs exist and persist in the environment as a result of incomplete combustion of fossil fuels (coal and gas), hydrocarbons, and biomass for energy production and are common contaminants of terrestrial and aquatic ecosystems (Korsh et al. 2015). Many PAHs are persistent (remain in the environment for a long time without decomposition) and are bioaccumulative. There are over 100 PAHs with similar chemical properties, typically occurring as mixtures, which include benz(a)pyrene, dibenz(ah)anthracene, 1-nitropyrene, and DMBA, all of which are established experimental breast carcinogens. Exposure to PAHs occurs via inhalation or oral uptake, and via consumption of smoked and grilled meat and fish (e.g., barbecues). PAHs are found in tobacco smoke and automobile exhaust smoke. Additionally, dermal exposure may result from the use of PAH-containing consumer products made of rubber or soft PVC. PAHs are hydrophobic compounds and can be readily absorbed through the dermis. A wide range of consumer products designed for skin contact (e.g., sport equipment and household utensils, toys, tools, clothes, or wristbands) contain PAHs due to the frequent application of mineral oil products as plasticizers or lubricants during the manufacturing process or the addition of carbon black for coloring and abrasion resistance purposes (Bartsch et al. 2017). Athletically active individuals may be exposed to PAHs via skin contact with abrasions from synthetic turf fields. PAHs are also present in paraffins, widely used for medicinal and cosmetic purposes. Epidemiological evidence clearly demonstrates the carcinogenic effects of PAHs in occupationally exposed subjects (Mastrangelo et al. 1996). Exposure to PAHs and PAH-induced DNA damage has been linked to the pathogenesis of breast cancer (Korsh et al. 2015; Large and Wei 2017; Lee et al. 2019; Li et al. 1996; Maltoni et al. 1989; Niehoff et al. 2017a; Rundle et al. 2000; Rundle et al. 2002; Shen et al. 2017; White et al. 2016) as well as lung cancer, bladder cancer, and skin cancer in humans. Genetic and environmental factors (e.g., dietary factors, exogenous hormone exposure, including hormone replacement therapy) likely interact with each other to influence individual susceptibility to carcinogenesis.
Developmental reprogramming of cancer susceptibility and longevity
Over the past decades, experimental, clinical, and epidemiological studies provided strong support to the concept that early life events shape developmental trajectories and fundamentally impact health span and lifespan. The “developmental origins of health and disease” (DOHaD) concept posits that several types of cancer, including breast cancer, may have early life origins (Beinder et al. 2014; Biro and Deardorff 2013; Denholm et al. 2016; Ekbom et al. 1992; Michels et al. 1996). The DOHaD concept predicts that exposure to dietary factors or endocrine disruptors or alterations in the endocrine milieu during critical periods of development reprograms the epigenome of normal cells, altering cellular resilience to genotoxic stressors and predisposing the tissues to a higher risk of carcinogenesis, including chemically induced carcinogenesis, later in life (Chiam et al. 2009; Doherty et al. 2010). It is well established that windows of susceptibility relevant for the pathogenesis of breast cancer include the prenatal period (e.g., due to suboptimal maternal nutrition (Ekbom et al. 1992; Walker and Ho 2012)). More recent experimental and epidemiological studies confirm that the peripubertal period, which is a time of rapid breast development (Haslam and Schwartz 2011; Olson et al. 2010; Zhao et al. 2013), is also an important window of susceptibility in which the breast cells might be especially vulnerable to potential carcinogens, endocrine disruptors, and endocrine changes, which affect the risk of breast cancer in later life (Biro and Deardorff 2013). For example, the NIEHS (National Institute of Environmental and Health Sciences) Sister Study, which examines environmental and familial risk factors for breast cancer in sisters of women who have had breast cancer, demonstrated that lifestyle factors (e.g., higher level of physical activity) around puberty influences breast cancer risk later in life (Niehoff et al. 2017b). Animal studies support the concept that in addition to fetal exposure, the peripubertal period is also a susceptible window for epigenetic reprogramming, modulating risk for carcinogenesis.
The endocrine changes that occur during puberty are highly conserved across mammalian species and include dramatic increases in the anabolic hormone insulin-like growth factor-1 (IGF-1) (Carter et al. 2002b; D'Costa et al. 1993; Deak and Sonntag 2012; Sonntag et al. 2012; Sonntag et al. 2000; Sonntag et al. 1999; Sonntag et al. 2005b) in addition to changes in sex hormone levels. During puberty, increased levels of estrogen and IGF-I synergize for ductal morphogenesis (Kleinberg and Barcellos-Hoff 2011). These endocrine changes are important for normal breast development and their dysregulation is hypothesized to contribute significantly to alterations in cellular resilience to genotoxic stressors and susceptibility to tumorigenesis. Importantly, in humans, the peripubertal IGF-1 surge is highly variable. There is increasing epidemiological and experimental evidence to support the concept that timing and magnitude of the peripubertal IGF-1 surge in this sensitive developmental window modulate susceptibility to mammary carcinogenesis later in life.
Human patients with Laron dwarfism, which is caused by a mutation in the GH receptor resulting in a lack of the peripubertal IGF-1 surge (Guevara-Aguirre et al. 2011), do not develop breast cancer later in life. Lewis dwarf rats, which also do not exhibit a peripubertal IGF-1 surge, were also shown to exhibit marked resistance to DMBA-induced mammary carcinogenesis (Ramsey et al. 2002). Importantly, early life treatment of GH/IGF-1 deficient Lewis dwarf rats with GH, which temporarily restores IGF-1 levels, was shown to reverse the cancer resistance phenotype (Ramsey et al. 2002). Selective developmental GH/IGF-1 deficiency in this model also resulted in persisting increases in cellular DNA repair capacity and upregulation of several DNA repair-related genes, suggesting the cellular basis for the persisting influence of peripubertal GH/IGF-1 status on cancer resistance and cellular resilience to genotoxic stressors (Podlutsky et al. 2017). Studies in mouse models of GH and IGF-1 deficiency also confirm that modulation of the early life IGF-1 surge has significant late-life consequences, altering susceptibility to cancer and abolishing the longevity phenotype (Panici et al. 2010). Additionally, liver-specific IGF-I gene–deleted (LID) mice, in which circulating IGF-I levels during development are 25% of that in control mice were shown to exhibit marked resistance to DMBA-induced mammary carcinogenesis (Wu et al. 2003). Similarly, transgenic mice that constitutively express a GH antagonist exhibit a significant decline in early life IGF-1 levels, which associate with marked resistance to DMBA-induced mammary carcinogenesis later in life (Pollak et al. 2001). Interestingly, in inducible liver IGF-1-deficient (iLID) mice, a 75% decline in circulating IGF-1 induced at 1 year of age resulted in an increased tumor incidence, demonstrating the importance of the early lifetime window for cancer prevention (Gong et al. 2014).
Epidemiological studies provide also indirect evidence to support a link between IGF-1-dependent pubertal growth spurt and breast cancer later in life. A recent study reported that risk for breast cancer increases 11% for every 5-cm increase in adult height (an indirect indicator of the peripubertal IGF-1-dependent growth spurt) (Bouhours-Nouet et al. 2007). Similar conclusions were reached in the Million Women Study, demonstrating a 1.17-increased risk for every 10-cm adult height (Green et al. 2011). Similarly, if a woman reaches her maximum height at or before the age of 12 years (suggesting an earlier/larger peripubertal IGF-1 surge), the risk of developing breast cancer later in life is significantly increased (by 1.4) (Li et al. 2007). Another indirect indicator of the peripubertal IGF-1 surge is bone mineral density, as the majority of bone mineral content is deposited during the teenage years (Baxter-Jones et al. 2011) and circulating levels of IGF-1 directly regulate bone growth and density (Mohan et al. 2003; Yakar et al. 2002). There are several studies demonstrating the relationship between greater bone mineral density and later development of breast cancer (Cauley et al. 1996; Cauley et al. 2007; Zhang et al. 1997).
Nutritional factors are critical regulators of IGF-1 levels during development. Nutritional status during childhood has a significant effect on pubertal development and contributes significantly to the variation in the timing of puberty and the timing and magnitude of the peripubertal IGF-1 surge (Thissen et al. 1994). Variation in the hormonal milieu due to nutritional status likely plays an important role in the reprogramming of cancer susceptibility and longevity. Accordingly, young female patients with anorexia nervosa develop multiple endocrine abnormalities, including reduced IGF-1 levels during a sensitive developmental time window (Gianotti et al. 2002). Data from the Sister Study (which is a large, prospective, observational cohort study that enrolled women aged 35–74 who had a sister with breast cancer but had never had it themselves) demonstrate that there is a significant inverse association between having a history of an eating disorder and invasive breast cancer (O'Brien et al. 2017). These results accord with the conclusions of other population-based registry studies, showing that women diagnosed with anorexia at younger ages have a substantially reduced risk for developing breast cancer later in life (Karamanis et al. 2014; Mellemkjaer et al. 2001; Mellemkjaer et al. 2015; Michels and Ekbom 2004). The results strikingly show that early onset anorexia in pre-adolescent and adolescent girls result in a significant reduction in breast cancer risk (standardized incidence ratio/the ratio of observed-to-expected number of cases 0.4), whereas adult onset anorexia has no significant effect (Papadopoulos et al. 2009). Overconsumption of calories and childhood obesity also affect the hormonal milieu during development, including a significant rise in circulating IGF-1 (Silfen et al. 2002; Thissen et al. 1994), which contribute to developmental reprogramming of susceptibility to mammary carcinogenesis (Gunther et al. 2015; Jung et al. 2016). Indeed, recent data have shown a strong association between higher body mass index during adolescence and increased risk for several malignancies, including colorectal cancer and breast cancer and in adulthood (Weihrauch-Bluher et al. 2018). Interestingly, higher adolescent body mass index also doubles the risk for male breast cancer later in life (Keinan-Boker et al. 2018). Preclinical studies in rodent models also support the concept that interaction of nutritional status, obesity, and GH/IGF-1 signaling regulates susceptibility to DMBA-induced mammary carcinogenesis (Aupperlee et al. 2015; Gahete et al. 2014; Hakkak et al. 2007; Zhu et al. 2017).
Epigenetic regulation of organismal susceptibility to chemically induced carcinogenesis
Accumulating evidence demonstrates that epigenetic alterations regulate aging and determine susceptibility to the development of age-related diseases, including cancer (Gentilini et al. 2013; Jones et al. 2015; Jung et al. 2015; Jung and Pfeifer 2015; Sen et al. 2016; Thompson et al. 2010; Zampieri et al. 2015). Diet, lifestyle, and other environmental factors were demonstrated to induce epigenetic alterations resulting in persisting changes in the cellular transcriptome, which modulate aging processes and contribute to the altered risk of various age-related diseases including cancer. The most widely recognized epigenetic regulatory mechanisms include DNA methylation, histone modifications, and noncoding RNA expression. Epigenetic changes can lead to altered gene expression, which can impact cellular pathways involved in both aging processes and carcinogenesis, including molecular mechanisms underlying cellular resilience to genotoxic stressors. DNA methylation, catalyzed by a group of enzymes called DNA methyltransferases (DNMTs), is a key physiologic mechanism of epigenetic silencing of transcription. There is growing evidence suggesting that inactivation of genomic maintenance/tumor suppressor genes by DNA methylation is mechanistically linked to carcinogenesis. Epigenetic silencing of DNA repair genes via promoter methylation during carcinogenesis has been reported for several DNA repair pathways including base excision repair, nucleotide excision repair, DNA mismatch repair, and several other DNA damage processing mechanisms (Dobrovic and Simpfendorfer 1997; Esteller et al. 2001; Guan et al. 2008; Howard et al. 2009; Kane et al. 1997; Lahtz and Pfeifer 2011; Lawes et al. 2005; Lee et al. 2007; Narayan et al. 2004; Peng et al. 2005; Peng et al. 2006; Vo et al. 2004). Further, several risk factors that promote breast cancer and/or shorten lifespan, including obesity, were shown to alter DNA methylation patterns (Melnyk et al. 2017). The current view is that promoter methylation and silencing of DNA repair genes are early events in tumorigenesis that contribute to both cancer initiation and progression by increasing genomic instability. Genomic instability, in turn, promotes genetic aberrations at other important gene loci (Lahtz and Pfeifer 2011), leading to changes in the expression of genes critical to transformation pathways.
Regulation of DNA repair genes and other genes involved in resistance to genotoxic stressors via epigenetic modifications is a plausible explanation for the effects of early life influences (e.g., dysregulation of peripubertal IGF-1 levels) on carcinogenesis later in life (Panici et al. 2010; Ungvari et al. 2011b). In this context, there is evidence that IGF-1 may regulate the expression of DNMTs (Armstrong et al. 2014). For example, in long-lived Ames dwarf mice, in which the peripubertal IGF-1 surge is missing, decreased expression and activity of DNMTs are associated with global changes in DNA methylome (Armstrong et al. 2014). Caloric restriction is also associated with significant epigenetic changes (Daniel and Tollefsbol 2015), improved DNA repair capacity (Heydari et al. 2007), and marked resistance to DMBA-induced carcinogenesis (Klurfeld et al. 1989). To better understand the developmental reprogramming of cancer susceptibility and longevity in geroscience research, studies on mouse models of longevity involving integrated assessment of DNA methylation, DNA repair efficiency, and susceptibility to chemically induced carcinogenesis will be highly informative.
Perspectives
Mechanisms of aging, including increased DNA damage and impaired DNA repair, also contribute to carcinogenesis. Combining concepts, animal models, and research tools of biogerontology and cancer research provide tremendous opportunities for discovery of new drugs that target both aging and cancer (Sharp and Richardson 2011). In particular, studies on murine models of longevity are expected to reveal critical mechanisms by which resilience to genotoxic stressors, susceptibility to carcinogenesis, and aging processes are regulated. Understanding these mechanisms will provide novel targets for intervention that both delay aging and prevent carcinogenesis (Anisimov 2001). The association of peripubertal IGF-1 levels with cancer susceptibility provides a starting point identifying and for developing new interventions. As DMBA-induced mouse mammary carcinogenesis models are valid equivalents of human breast cancer (Abba et al. 2016), the translational relevance of this approach is high.
In geroscience studies (Bennis 2017; Blodgett et al. 2017; Contreras et al. 2018; Deepa et al. 2017; Fang et al. 2017; Fulop et al. 2018; Habermehl et al. 2018; Kaeberlein 2018; LaRoche et al. 2018; Lee et al. 2018; Lewis et al. 2018; Logan et al. 2018; Meschiari et al. 2017; Nacarelli et al. 2018; Reglodi et al. 2018; Scerbak et al. 2018; Snider et al. 2018; Tenk et al. 2017; Tucsek et al. 2017; Ungvari et al. 2017; Urfer et al. 2017; Vedovelli et al. 2017), there is a growing need for new assays to assess organismal stress resilience, including resistance to genotoxic stresses, to predict health span and lifespan and to predict the efficiency of novel anti-aging treatments. Testing DMBA-induced mammary carcinogenesis in mice is a useful assay to measure resilience to genotoxic stress. As resistance to chemically induced carcinogenesis represents an aggregate effect, cell-based DNA repair assays can serve as complementary, mechanistic approaches.
Funding information
This work was supported by grants from the American Heart Association (to ST), the National Institute on Aging (R01-AG055395 to ZU, R01-AG047879 to AC, R01-AG038747), the National Heart Lung Blood Institute (R01HL132553), the National Institute of Neurological Disorders and Stroke (NINDS; R01-NS056218 to AC, R01-NS100782 to ZU), the NIA-supported Geroscience Training Program in Oklahoma (T32AG052363), the NIA-supported Oklahoma Nathan Shock Center (to ZU and AC; 3P30AG050911-02S1), NIH-supported Oklahoma Shared Clinical and Translational Resources (to AY, NIGMS U54GM104938), the National Cancer Institute (R01-CA196200 and R01-CA200126 to DMB), the Oklahoma Center for the Advancement of Science and Technology (to AC, ZU, AY), the Presbyterian Health Foundation (to ZU, AC, AY), and the Reynolds Foundation (to ZU and AC).
Footnotes
The paper was published as part of the special collection of papers “Neuropeptides and peptide hormones in aging “(Ashpole et al. 2017; Atwood et al. 2017; Podlutsky et al. 2017; Reglodi et al. 2018; Tarantini et al. 2017a; Tenk et al. 2017; Ungvari et al. 2017).
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- Abba MC, et al. DMBA induced mouse mammary tumors display high incidence of activating Pik3caH1047 and loss of function Pten mutations. Oncotarget. 2016;7:64289–64299. doi: 10.18632/oncotarget.11733. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anisimov VN. Mutant and genetically modified mice as models for studying the relationship between aging and carcinogenesis. Mech Ageing Dev. 2001;122:1221–1255. doi: 10.1016/S0047-6374(01)00262-7. [DOI] [PubMed] [Google Scholar]
- Anisimov VN, et al. Rapamycin extends maximal lifespan in cancer-prone mice. Am J Pathol. 2010;176:2092–2097. doi: 10.2353/ajpath.2010.091050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Armstrong VL, Rakoczy S, Rojanathammanee L, Brown-Borg HM. Expression of DNA methyltransferases is influenced by growth hormone in the long-living Ames dwarf mouse in vivo and in vitro. J Gerontol A Biol Sci Med Sci. 2014;69:923–933. doi: 10.1093/gerona/glt133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ashpole NM, et al. IGF-1 regulates vertebral bone aging through sex-specific and time-dependent mechanisms. J Bone Miner Res. 2015;31(2):443–454. doi: 10.1002/jbmr.2689. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ashpole NM et al (2017) IGF-1 has sexually dimorphic, pleiotropic, and time-dependent effects on healthspan, pathology, and lifespan. Geroscience 39:129–145. 10.1007/s11357-017-9971-010.1007/s11357-017-9971-0 [DOI] [PMC free article] [PubMed]
- Atwood CS, Hayashi K, Meethal SV, Gonzales T, Bowen RL. Does the degree of endocrine dyscrasia post-reproduction dictate post-reproductive lifespan? Lessons from semelparous and iteroparous species. Geroscience. 2017;39:103–116. doi: 10.1007/s11357-016-9955-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aupperlee MD, et al. Puberty-specific promotion of mammary tumorigenesis by a high animal fat diet. Breast Cancer Res. 2015;17:138. doi: 10.1186/s13058-015-0646-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bailey-Downs LC, et al. Liver-specific knockdown of IGF-1 decreases vascular oxidative stress resistance by impairing the Nrf2-dependent antioxidant response: a novel model of vascular aging. J Gerontol Biol Med Sci. 2012;67:313–329. doi: 10.1093/gerona/glr164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bailey-Downs LC, et al. Growth hormone and IGF-1 deficiency exacerbate high-fat diet-induced endothelial impairment in obese Lewis dwarf rats: implications for vascular aging. J Gerontol A Biol Sci Med Sci. 2012;67:553–564. doi: 10.1093/gerona/glr197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bartsch N, Hutzler C, Vieth B, Luch A. Target analysis of polycyclic aromatic hydrocarbons (PAHs) in consumer products and total content of polycyclic aromatic compounds (PACs) Polycyclic Aromatic Compounds. 2017;37:114–121. doi: 10.1080/10406638.2016.1189440. [DOI] [Google Scholar]
- Baxter-Jones AD, Faulkner RA, Forwood MR, Mirwald RL, Bailey DA. Bone mineral accrual from 8 to 30 years of age: an estimation of peak bone mass. J Bone Miner Res. 2011;26:1729–1739. doi: 10.1002/jbmr.412. [DOI] [PubMed] [Google Scholar]
- Becks L, et al. Aggressive mammary carcinoma progression in Nrf2 knockout mice treated with 7,12-dimethylbenz [a] anthracene. BMC Cancer. 2010;10:540. doi: 10.1186/1471-2407-10-540. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beinder L, et al. Detection of expressional changes induced by intrauterine growth restriction in the developing rat mammary gland via exploratory pathways analysis. PLoS One. 2014;9:e100504. doi: 10.1371/journal.pone.0100504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bennis MT, et al. The role of transplanted visceral fat from the long-lived growth hormone receptor knockout mice on insulin signaling. Geroscience. 2017;39:51–59. doi: 10.1007/s11357-017-9957-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Biro FM, Deardorff J. Identifying opportunities for cancer prevention during preadolescence and adolescence: puberty as a window of susceptibility. J Adolesc Health. 2013;52:S15–S20. doi: 10.1016/j.jadohealth.2012.09.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Blodgett JM, Theou O, Howlett SE, Rockwood K. A frailty index from common clinical and laboratory tests predicts increased risk of death across the life course. Geroscience. 2017;39:221–229. doi: 10.1007/s11357-017-9993-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bogue MA, et al. Accessing data resources in the mouse phenome database for genetic analysis of murine life span and health span. J Gerontol A Biol Sci Med Sci. 2016;71:170–177. doi: 10.1093/gerona/glu223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bouhours-Nouet N, Gatelais F, Boux de Casson F, Rouleau S, Coutant R. The insulin-like growth factor-I response to growth hormone is increased in prepubertal children with obesity and tall stature. J Clin Endocrinol Metab. 2007;92:629–635. doi: 10.1210/jc.2005-2631. [DOI] [PubMed] [Google Scholar]
- Buffenstein R. The naked mole-rat: a new long-living model for human aging research. J Gerontol A Biol Sci Med Sci. 2005;60:1369–1377. doi: 10.1093/gerona/60.11.1369. [DOI] [PubMed] [Google Scholar]
- Butterworth BE. Consideration of both genotoxic and nongenotoxic mechanisms in predicting carcinogenic potential. Mutat Res. 1990;239:117–132. doi: 10.1016/0165-1110(90)90033-8. [DOI] [PubMed] [Google Scholar]
- Cai Y, Baer-Dubowska W, Ashwood-Smith M, DiGiovanni J. Inhibitory effects of naturally occurring coumarins on the metabolic activation of benzo[a] pyrene and 7,12-dimethylbenz[a] anthracene in cultured mouse keratinocytes. Carcinogenesis. 1997;18:215–222. doi: 10.1093/carcin/18.1.215. [DOI] [PubMed] [Google Scholar]
- Calaf G, Russo J. Transformation of human breast epithelial cells by chemical carcinogens. Carcinogenesis. 1993;14:483–492. doi: 10.1093/carcin/14.3.483. [DOI] [PubMed] [Google Scholar]
- Carter CS, Ramsey MM, Ingram RL, Cashion AB, Cefalu WT, Wang ZQ, Sonntag WE. Models of growth hormone and IGF-1 deficiency: applications to studies of aging processes and life-span determination. J Gerontol A Biol Sci Med Sci. 2002;57:B177–B188. doi: 10.1093/gerona/57.5.B177. [DOI] [PubMed] [Google Scholar]
- Carter CS, Ramsey MM, Sonntag WE. A critical analysis of the role of growth hormone and IGF-1 in aging and lifespan. Trends Genet. 2002;18:295–301. doi: 10.1016/S0168-9525(02)02696-3. [DOI] [PubMed] [Google Scholar]
- Cauley JA, Lucas FL, Kuller LH, Vogt MT, Browner WS, Cummings SR. Bone mineral density and risk of breast cancer in older women: the study of osteoporotic fractures Study of Osteoporotic Fractures Research Group. JAMA. 1996;276:1404–1408. doi: 10.1001/jama.1996.03540170048031. [DOI] [PubMed] [Google Scholar]
- Cauley JA, Song J, Dowsett SA, Mershon JL, Cummings SR. Risk factors for breast cancer in older women: the relative contribution of bone mineral density and other established risk factors. Breast Cancer Res Treat. 2007;102:181–188. doi: 10.1007/s10549-006-9326-5. [DOI] [PubMed] [Google Scholar]
- Cavalieri EL, Rogan EG. Central role of radical cations in metabolic activation of polycyclic aromatic hydrocarbons. Xenobiotica. 1995;25:677–688. doi: 10.3109/00498259509061885. [DOI] [PubMed] [Google Scholar]
- Chappell GA, et al. Variation in DNA-damage responses to an inhalational carcinogen (1,3-butadiene) in relation to strain-specific differences in chromatin accessibility and gene transcription profiles in C57BL/6J and CAST/EiJ mice. Environ Health Perspect. 2017;125:107006. doi: 10.1289/EHP1937. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Charlton HM, Clark RG, Robinson IC, Goff AE, Cox BS, Bugnon C, Bloch BA. Growth hormone-deficient dwarfism in the rat: a new mutation. J Endocrinol. 1988;119:51–58. doi: 10.1677/joe.0.1190051. [DOI] [PubMed] [Google Scholar]
- Cheney KE, Liu RK, Smith GS, Leung RE, Mickey MR, Walford RL. Survival and disease patterns in C57BL/6J mice subjected to undernutrition. Exp Gerontol. 1980;15:237–258. doi: 10.1016/0531-5565(80)90029-7. [DOI] [PubMed] [Google Scholar]
- Chiam K, Tilley WD, Butler LM, Bianco-Miotto T. The dynamic and static modification of the epigenome by hormones: a role in the developmental origin of hormone related cancers. Biochim Biophys Acta. 2009;1795:104–109. doi: 10.1016/j.bbcan.2008.12.001. [DOI] [PubMed] [Google Scholar]
- Cohen HY, et al. Calorie restriction promotes mammalian cell survival by inducing the SIRT1 deacetylase. Science. 2004;305:390–392. doi: 10.1126/science.1099196. [DOI] [PubMed] [Google Scholar]
- Contreras NA, Fontana L, Tosti V, Nikolich-Zugich J. Calorie restriction induces reversible lymphopenia and lymphoid organ atrophy due to cell redistribution. Geroscience. 2018;40:279–291. doi: 10.1007/s11357-018-0022-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Corso G, Feroce I, Intra M, Veronesi P, Sacchini V, Bonanni B, Galimberti V. Prognostic impact of germline mutations in inherited cancer syndromes. Future Oncol. 2017;13:2125–2127. doi: 10.2217/fon-2017-0296. [DOI] [PubMed] [Google Scholar]
- Currier N, et al. Oncogenic signaling pathways activated in DMBA-induced mouse mammary tumors. Toxicol Pathol. 2005;33:726–737. doi: 10.1080/01926230500352226. [DOI] [PubMed] [Google Scholar]
- D'Costa AP, Ingram RL, Lenham JE, Sonntag WE. The regulation and mechanisms of action of growth hormone and insulin-like growth factor 1 during normal ageing. J Reprod Fertil Suppl. 1993;46:87–98. [PubMed] [Google Scholar]
- Daniel M, Tollefsbol TO. Epigenetic linkage of aging, cancer and nutrition. J Exp Biol. 2015;218:59–70. doi: 10.1242/jeb.107110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Jonage-Canonico MB, Lenoir V, Martin A, Scholler R, Kerdelhue B. Long term inhibition by estradiol or progesterone of melatonin secretion after administration of a mammary carcinogen, the dimethyl benz(a)anthracene, in Sprague-Dawley female rat; inhibitory effect of melatonin on mammary carcinogenesis. Breast Cancer Res Treat. 2003;79:365–377. doi: 10.1023/A:1024059824430. [DOI] [PubMed] [Google Scholar]
- de Vries A, et al. Increased susceptibility to ultraviolet-B and carcinogens of mice lacking the DNA excision repair gene XPA. Nature. 1995;377:169–173. doi: 10.1038/377169a0. [DOI] [PubMed] [Google Scholar]
- Deak F, Sonntag WE. Aging, synaptic dysfunction, and insulin-like growth factor (IGF)-1. J Gerontol A Biol Sci Med Sci. 2012;67:611–625. doi: 10.1093/gerona/gls118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deepa SS, et al. A new mouse model of frailty: the Cu/Zn superoxide dismutase knockout mouse. Geroscience. 2017;39:187–198. doi: 10.1007/s11357-017-9975-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Denholm R, et al. Pre-natal exposures and breast tissue composition: findings from a British pre-birth cohort of young women and a systematic review. Breast Cancer Res. 2016;18:102. doi: 10.1186/s13058-016-0751-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- DiSaia PJ, Creasman WT. Endometrial hyperplasia/estrogen therapy. In: Geisel EB, Achenbach F, editors. Clinical Gynecologic Oncology. 5. St. Louis, MO: Mosby-Year Book, Inc.; 1997. pp. 107–133. [Google Scholar]
- Dobrovic A, Simpfendorfer D. Methylation of the BRCA1 gene in sporadic breast cancer. Cancer Res. 1997;57:3347–3350. [PubMed] [Google Scholar]
- Doherty LF, Bromer JG, Zhou Y, Aldad TS, Taylor HS. In utero exposure to diethylstilbestrol (DES) or bisphenol-A (BPA) increases EZH2 expression in the mammary gland: an epigenetic mechanism linking endocrine disruptors to breast cancer. Horm Cancer. 2010;1:146–155. doi: 10.1007/s12672-010-0015-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dominick G, Bowman J, Li X, Miller RA, Garcia GG. mTOR regulates the expression of DNA damage response enzymes in long-lived Snell dwarf, GHRKO, and PAPPA-KO mice. Aging Cell. 2016;16(1):52–60. doi: 10.1111/acel.12525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Drohan WN, Benade LE, Graham DE, Smith GH. Mouse mammary tumor virus proviral sequences congenital to C3H/Sm mice are differentially hypomethylated in chemically induced, virus-induced, and spontaneous mammary tumors. J Virol. 1982;43:876–884. doi: 10.1128/jvi.43.3.876-884.1982. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Durbin PW, Williams MH, Jeung N, Arnold JS. Development of spontaneous mammary tumors over the life-span of the female Charles River (Sprague-Dawley) rat: the influence of ovariectomy, thyroidectomy, and adrenalectomy-ovariectomy. Cancer Res. 1966;26:400–411. [PubMed] [Google Scholar]
- Dusing-Swartz S, Medina D, Butel JS, Socher SH. Mouse mammary tumor virus genome expression in chemical carcinogen-induced mammary tumors in low- and high-tumor-incidence mouse strains. Proc Natl Acad Sci U S A. 1979;76:5360–5364. doi: 10.1073/pnas.76.10.5360. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ebbesen P. Aging increases susceptibility of mouse skin to DMBA carcinogenesis independent of general immune status. Science. 1974;183:217–218. doi: 10.1126/science.183.4121.217. [DOI] [PubMed] [Google Scholar]
- Ekbom A, Trichopoulos D, Adami HO, Hsieh CC, Lan SJ. Evidence of prenatal influences on breast cancer risk. Lancet. 1992;340:1015–1018. doi: 10.1016/0140-6736(92)93019-J. [DOI] [PubMed] [Google Scholar]
- Esteller M, Corn PG, Baylin SB, Herman JG. A gene hypermethylation profile of human cancer. Cancer Res. 2001;61:3225–3229. [PubMed] [Google Scholar]
- Ethier SP, Ullrich RL. Induction of mammary tumors in virgin female BALB/c mice by single low doses of 7,12-dimethylbenz[a]anthracene. J Natl Cancer Inst. 1982;69:1199–1203. [PubMed] [Google Scholar]
- Evdokimov A, et al. Naked mole rat cells display more efficient excision repair than mouse cells. Aging (Albany NY) 2018;10:1454–1473. doi: 10.18632/aging.101482. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fang Y, et al. Differential effects of early-life nutrient restriction in long-lived GHR-KO and normal mice. Geroscience. 2017;39:347–356. doi: 10.1007/s11357-017-9978-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fishman J, Osborne MP, Telang NT. The role of estrogen in mammary carcinogenesis. Ann N Y Acad Sci. 1995;768:91–100. doi: 10.1111/j.1749-6632.1995.tb12113.x. [DOI] [PubMed] [Google Scholar]
- Flurkey K, Papaconstantinou J, Miller RA, Harrison DE. Lifespan extension and delayed immune and collagen aging in mutant mice with defects in growth hormone production. Proc Natl Acad Sci U S A. 2001;98:6736–6741. doi: 10.1073/pnas.111158898. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fulop GA, et al. Nrf2 deficiency in aged mice exacerbates cellular senescence promoting cerebrovascular inflammation. Geroscience. 2018;40:513–521. doi: 10.1007/s11357-018-0047-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gahete MD, et al. Elevated GH/IGF-I promotes mammary tumors in high-fat, but not low-fat, fed mice. Carcinogenesis. 2014;35:2467–2473. doi: 10.1093/carcin/bgu161. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Garcia AM, et al. Effect of Ames dwarfism and caloric restriction on spontaneous DNA mutation frequency in different mouse tissues. Mech Ageing Dev. 2008;129:528–533. doi: 10.1016/j.mad.2008.04.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gentilini D, et al. Role of epigenetics in human aging and longevity: genome-wide DNA methylation profile in centenarians and centenarians’ offspring. Age (Dordr) 2013;35:1961–1973. doi: 10.1007/s11357-012-9463-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gesing A, et al. A long-lived mouse lacking both growth hormone and growth hormone receptor: a new animal model for aging studies. J Gerontol A Biol Sci Med Sci. 2016;72(8):1054–1061. doi: 10.1093/gerona/glw193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gianotti L, Lanfranco F, Ramunni J, Destefanis S, Ghigo E, Arvat E. GH/IGF-I axis in anorexia nervosa. Eat Weight Disord. 2002;7:94–105. doi: 10.1007/BF03354435. [DOI] [PubMed] [Google Scholar]
- Gong Z, et al. Reductions in serum IGF-1 during aging impair health span. Aging Cell. 2014;13:408–418. doi: 10.1111/acel.12188. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gonzalez FJ. The use of gene knockout mice to unravel the mechanisms of toxicity and chemical carcinogenesis. Toxicol Lett. 2001;120:199–208. doi: 10.1016/S0378-4274(01)00296-X. [DOI] [PubMed] [Google Scholar]
- Gorbunova V, Seluanov A, Zhang Z, Gladyshev VN, Vijg J. Comparative genetics of longevity and cancer: insights from long-lived rodents. Nat Rev Genet. 2014;15:531–540. doi: 10.1038/nrg3728. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Granville CA, et al. Identification of a highly effective rapamycin schedule that markedly reduces the size, multiplicity, and phenotypic progression of tobacco carcinogen-induced murine lung tumors. Clin Cancer Res. 2007;13:2281–2289. doi: 10.1158/1078-0432.CCR-06-2570. [DOI] [PubMed] [Google Scholar]
- Green J, Cairns BJ, Casabonne D, Wright FL, Reeves G, Beral V, Million Women Study c Height and cancer incidence in the Million Women Study: prospective cohort, and meta-analysis of prospective studies of height and total cancer risk. Lancet Oncol. 2011;12:785–794. doi: 10.1016/S1470-2045(11)70154-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guan H, et al. Hypermethylation of the DNA mismatch repair gene hMLH1 and its association with lymph node metastasis and T1799A BRAF mutation in patients with papillary thyroid cancer. Cancer. 2008;113:247–255. doi: 10.1002/cncr.23548. [DOI] [PubMed] [Google Scholar]
- Guevara-Aguirre J, et al. Growth hormone receptor deficiency is associated with a major reduction in pro-aging signaling, cancer, and diabetes in humans. Sci Transl Med. 2011;3:70ra13. doi: 10.1126/scitranslmed.3001845. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gunther AL, et al. Early diet and later cancer risk: prospective associations of dietary patterns during critical periods of childhood with the GH-IGF Axis, insulin resistance and body fatness in younger adulthood. Nutr Cancer. 2015;67:877–892. doi: 10.1080/01635581.2015.1056313. [DOI] [PubMed] [Google Scholar]
- Habermehl TL, Parkinson KC, Hubbard GB, Ikeno Y, Engelmeyer JI, Schumacher B, Mason JB. Extension of longevity and reduction of inflammation is ovarian-dependent, but germ cell-independent in post-reproductive female mice. Geroscience. 2018;41(1):25–38. doi: 10.1007/s11357-018-0049-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hakkak R, et al. Obesity increases the incidence of 7,12-dimethylbenz(a)anthracene-induced mammary tumors in an ovariectomized Zucker rat model. Int J Oncol. 2007;30:557–563. [PubMed] [Google Scholar]
- Harrison DE, et al. Rapamycin fed late in life extends lifespan in genetically heterogeneous mice. Nature. 2009;460:392–395. doi: 10.1038/nature08221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Haslam SZ, Schwartz RC. Is there a link between a high-fat diet during puberty and breast cancer risk? Women's Health (Lond Engl) 2011;7:1–3. doi: 10.2217/WHE.10.83. [DOI] [PubMed] [Google Scholar]
- Hennings H, Glick AB, Lowry DT, Krsmanovic LS, Sly LM, Yuspa SH. FVB/N mice: an inbred strain sensitive to the chemical induction of squamous cell carcinomas in the skin. Carcinogenesis. 1993;14:2353–2358. doi: 10.1093/carcin/14.11.2353. [DOI] [PubMed] [Google Scholar]
- Heydari AR, Unnikrishnan A, Lucente LV, Richardson A. Caloric restriction and genomic stability. Nucleic Acids Res. 2007;35:7485–7496. doi: 10.1093/nar/gkm860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hinkal G, Donehower LA. How does suppression of IGF-1 signaling by DNA damage affect aging and longevity? Mech Ageing Dev. 2008;129:243–253. doi: 10.1016/j.mad.2008.02.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hollander MC, Kovalsky O, Salvador JM, Kim KE, Patterson AD, Haines DC, Fornace AJ., Jr Dimethylbenzanthracene carcinogenesis in Gadd45a-null mice is associated with decreased DNA repair and increased mutation frequency. Cancer Res. 2001;61:2487–2491. [PubMed] [Google Scholar]
- Holzenberger M, et al. IGF-1 receptor regulates lifespan and resistance to oxidative stress in mice. Nature. 2003;421:182–187. doi: 10.1038/nature01298. [DOI] [PubMed] [Google Scholar]
- Howard JH, et al. Epigenetic downregulation of the DNA repair gene MED1/MBD4 in colorectal and ovarian cancer. Cancer Biol Ther. 2009;8:94–100. doi: 10.4161/cbt.8.1.7469. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang RP, Peng A, Hossain MZ, Fan Y, Jagdale A, Boynton AL. Tumor promotion by hydrogen peroxide in rat liver epithelial cells. Carcinogenesis. 1999;20:485–492. doi: 10.1093/carcin/20.3.485. [DOI] [PubMed] [Google Scholar]
- Hudson TS, et al. Selenoproteins reduce susceptibility to DMBA-induced mammary carcinogenesis. Carcinogenesis. 2012;33:1225–1230. doi: 10.1093/carcin/bgs129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huggins C, Grand LC, Brillantes FP. Mammary cancer induced by a single feeding of polymucular hydrocarbons, and its suppression. Nature. 1961;189:204–207. doi: 10.1038/189204a0. [DOI] [PubMed] [Google Scholar]
- Jakubowski M, Lenoir V, Jimenez-Linan M, Duval P, Israel L, Roberts JL, Kerdelhue B. Long-term effects of the mammary carcinogen 7,12-dimethylbenz(a) anthracene on hypothalamic gonadotropin-releasing hormone and its pituitary receptor gene expression, during the promotion stage, in female Sprague-Dawley rats. Breast Cancer Res Treat. 2002;73:23–29. doi: 10.1023/A:1015282229388. [DOI] [PubMed] [Google Scholar]
- Jones MJ, Goodman SJ, Kobor MS. DNA methylation and healthy human aging. Aging Cell. 2015;14:924–932. doi: 10.1111/acel.12349. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jung M, Jin SG, Zhang X, Xiong W, Gogoshin G, Rodin AS, Pfeifer GP (2015) Longitudinal epigenetic and gene expression profiles analyzed by three-component analysis reveal down-regulation of genes involved in protein translation in human aging. Nucleic Acids Res 43:e100. 10.1093/nar/gkv473gkv473 [DOI] [PMC free article] [PubMed]
- Jung M, Pfeifer GP. Aging and DNA methylation. BMC Biol. 2015;13:7. doi: 10.1186/s12915-015-0118-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jung S, Goloubeva O, Klifa C, LeBlanc ES, Snetselaar LG, Van Horn L, Dorgan JF. Dietary fat intake during adolescence and breast density among young women. Cancer Epidemiol Biomark Prev. 2016;25:918–926. doi: 10.1158/1055-9965.EPI-15-1146. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kaeberlein M. How healthy is the healthspan concept? Geroscience. 2018;40:361–364. doi: 10.1007/s11357-018-0036-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kane MF, et al. Methylation of the hMLH1 promoter correlates with lack of expression of hMLH1 in sporadic colon tumors and mismatch repair-defective human tumor cell lines. Cancer Res. 1997;57:808–811. [PubMed] [Google Scholar]
- Karamanis G, Skalkidou A, Tsakonas G, Brandt L, Ekbom A, Ekselius L, Papadopoulos FC. Cancer incidence and mortality patterns in women with anorexia nervosa. Int J Cancer. 2014;134:1751–1757. doi: 10.1002/ijc.28495. [DOI] [PubMed] [Google Scholar]
- Keinan-Boker L, Levine H, Leiba A, Derazne E, Kark JD. Adolescent obesity and adult male breast cancer in a cohort of 1,382,093 men. Int J Cancer. 2018;142:910–918. doi: 10.1002/ijc.31121. [DOI] [PubMed] [Google Scholar]
- Kennedy BK, et al. Geroscience: linking aging to chronic disease. Cell. 2014;159:709–713. doi: 10.1016/j.cell.2014.10.039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kennedy DO, et al. DNA repair capacity of lymphoblastoid cell lines from sisters discordant for breast cancer. J Natl Cancer Inst. 2005;97:127–132. doi: 10.1093/jnci/dji013. [DOI] [PubMed] [Google Scholar]
- Kerdelhue B, Forest C, Coumoul X. Dimethyl-benz(a)anthracene: a mammary carcinogen and a neuroendocrine disruptor. Biochim Open. 2016;3:49–55. doi: 10.1016/j.biopen.2016.09.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kistner RW. Histological effects of progestins on hyperplasia and carcinoma in situ of the endometrium. Cancer. 1959;12:1106. doi: 10.1002/1097-0142(195911/12)12:6<1106::AID-CNCR2820120607>3.0.CO;2-M. [DOI] [PubMed] [Google Scholar]
- Kleinberg DL, Barcellos-Hoff MH. The pivotal role of insulin-like growth factor I in normal mammary development. Endocrinol Metab Clin N Am. 2011;40:461–471. doi: 10.1016/j.ecl.2011.06.001. [DOI] [PubMed] [Google Scholar]
- Klurfeld DM, Welch CB, Lloyd LM, Kritchevsky D. Inhibition of DMBA-induced mammary tumorigenesis by caloric restriction in rats fed high-fat diets. Int J Cancer. 1989;43:922–925. doi: 10.1002/ijc.2910430532. [DOI] [PubMed] [Google Scholar]
- Korsh J, Shen A, Aliano K, Davenport T. Polycyclic aromatic hydrocarbons and breast cancer: a review of the literature. Breast Care (Basel) 2015;10:316–318. doi: 10.1159/000436956. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lahtz C, Pfeifer GP (2011) Epigenetic changes of DNA repair genes in cancer. J Mol Cell Biol 3:51–58. 10.1093/jmcb/mjq053 [DOI] [PMC free article] [PubMed]
- Large C, Wei Y. Geographic variations in female breast cancer incidence in relation to ambient air emissions of polycyclic aromatic hydrocarbons. Environ Sci Pollut Res Int. 2017;24:17874–17880. doi: 10.1007/s11356-017-9395-5. [DOI] [PubMed] [Google Scholar]
- LaRoche DP, Melanson EL, Baumgartner MP, Bozzuto BM, Libby VM, Marshall BN. Physiological determinants of walking effort in older adults: should they be targets for physical activity intervention? Geroscience. 2018;40:305–315. doi: 10.1007/s11357-018-0032-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lawes DA, Pearson T, Sengupta S, Boulos PB. The role of MLH1, MSH2 and MSH6 in the development of multiple colorectal cancers. Br J Cancer. 2005;93:472–477. doi: 10.1038/sj.bjc.6602708. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leduc MS, et al. Identification of genetic determinants of IGF-1 levels and longevity among mouse inbred strains. Aging Cell. 2010;9:823–836. doi: 10.1111/j.1474-9726.2010.00612.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee C, Oyasu R. Direct action of estradiol on rat mammary tumors. J Natl Cancer Inst. 1974;52:283–284. doi: 10.1093/jnci/52.1.283. [DOI] [PubMed] [Google Scholar]
- Lee DG, Burstyn I, Lai AS, Grundy A, Friesen MC, Aronson KJ, Spinelli JJ. Women’s occupational exposure to polycyclic aromatic hydrocarbons and risk of breast cancer. Occup Environ Med. 2019;76:22–29. doi: 10.1136/oemed-2018-105261. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee HJ, et al. Hydrogen sulfide ameliorates aging-associated changes in the kidney. Geroscience. 2018;40:163–176. doi: 10.1007/s11357-018-0018-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee MN, Tseng RC, Hsu HS, Chen JY, Tzao C, Ho WL, Wang YC. Epigenetic inactivation of the chromosomal stability control genes BRCA1, BRCA2, and XRCC5 in non-small cell lung cancer. Clin Cancer Res. 2007;13:832–838. doi: 10.1158/1078-0432.CCR-05-2694. [DOI] [PubMed] [Google Scholar]
- Leiser SF, Salmon AB, Miller RA. Correlated resistance to glucose deprivation and cytotoxic agents in fibroblast cell lines from long-lived pituitary dwarf mice. Mech Ageing Dev. 2006;127:821–829. doi: 10.1016/j.mad.2006.08.003. [DOI] [PubMed] [Google Scholar]
- Lewis KN, Rubinstein ND, Buffenstein R. A window into extreme longevity; the circulating metabolomic signature of the naked mole-rat, a mammal that shows negligible senescence. Geroscience. 2018;40:105–121. doi: 10.1007/s11357-018-0014-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li CI, Littman AJ, White E. Relationship between age maximum height is attained, age at menarche, and age at first full-term birth and breast cancer risk. Cancer Epidemiol Biomark Prev. 2007;16:2144–2149. doi: 10.1158/1055-9965.EPI-07-0242. [DOI] [PubMed] [Google Scholar]
- Li D, Wang M, Dhingra K, Hittelman WN. Aromatic DNA adducts in adjacent tissues of breast cancer patients: clues to breast cancer etiology. Cancer Res. 1996;56:287–293. [PubMed] [Google Scholar]
- Liang H, Masoro EJ, Nelson JF, Strong R, McMahan CA, Richardson A. Genetic mouse models of extended lifespan. Exp Gerontol. 2003;38:1353–1364. doi: 10.1016/j.exger.2003.10.019. [DOI] [PubMed] [Google Scholar]
- Liao CY, Rikke BA, Johnson TE, Diaz V, Nelson JF. Genetic variation in the murine lifespan response to dietary restriction: from life extension to life shortening. Aging Cell. 2010;9:92–95. doi: 10.1111/j.1474-9726.2009.00533.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lim JS, Frenkel K, Troll W. Tamoxifen suppresses tumor promoter-induced hydrogen peroxide formation by human neutrophils. Cancer Res. 1992;52:4969–4972. [PubMed] [Google Scholar]
- Logan S, et al. Simultaneous assessment of cognitive function, circadian rhythm, and spontaneous activity in aging mice. Geroscience. 2018;40:123–137. doi: 10.1007/s11357-018-0019-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lydon JP, Ge G, Kittrell FS, Medina D, O'Malley BW. Murine mammary gland carcinogenesis is critically dependent on progesterone receptor function. Cancer Res. 1999;59:4276–4284. [PubMed] [Google Scholar]
- Ma S, et al. Cell culture-based profiling across mammals reveals DNA repair and metabolism as determinants of species longevity. Elife. 2016;5:e19130. doi: 10.7554/eLife.19130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mabuchi S, et al. RAD001 (everolimus) delays tumor onset and progression in a transgenic mouse model of ovarian cancer. Cancer Res. 2007;67:2408–2413. doi: 10.1158/0008-5472.CAN-06-4490. [DOI] [PubMed] [Google Scholar]
- Machella N, et al. Double-strand breaks repair in lymphoblastoid cell lines from sisters discordant for breast cancer from the New York site of the. BCFR Carcinogenesis. 2008;29:1367–1372. doi: 10.1093/carcin/bgn140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- MacRae SL, et al. DNA repair in species with extreme lifespan differences. Aging (Albany NY) 2015;7:1171–1184. doi: 10.18632/aging.100866. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maltoni C, Ciliberti A, Cotti G, Conti B, Belpoggi F. Benzene, an experimental multipotential carcinogen: results of the long-term bioassays performed at the Bologna Institute of Oncology. Environ Health Perspect. 1989;82:109–124. doi: 10.1289/ehp.8982109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Manov I, et al. Pronounced cancer resistance in a subterranean rodent, the blind mole-rat, Spalax: in vivo and in vitro evidence. BMC Biol. 2013;11:91. doi: 10.1186/1741-7007-11-91. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Masoro EJ. Mortality and growth characteristics of rat strains commonly used in aging research. Exp Aging Res. 1980;6:219–233. doi: 10.1080/03610738008258359. [DOI] [PubMed] [Google Scholar]
- Mastrangelo G, Fadda E, Marzia V. Polycyclic aromatic hydrocarbons and cancer in man. Environ Health Perspect. 1996;104:1166–1170. doi: 10.1289/ehp.961041166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maynard S, Fang EF, Scheibye-Knudsen M, Croteau DL, Bohr VA. DNA damage, DNA repair, aging, and neurodegeneration. Cold Spring Harb Perspect Med. 2015;5:a025130. doi: 10.1101/cshperspect.a025130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maynard SP, Miller RA. Fibroblasts from long-lived Snell dwarf mice are resistant to oxygen-induced in vitro growth arrest. Aging Cell. 2006;5:89–96. doi: 10.1111/j.1474-9726.2006.00187.x. [DOI] [PubMed] [Google Scholar]
- Medina D. Mammary tumorigenesis in chemical carcinogen-treated mice. I. Incidence in BALB-c and C57BL mice. J Natl Cancer Inst. 1974;53:213–221. doi: 10.1093/jnci/53.1.213. [DOI] [PubMed] [Google Scholar]
- Medina D, Butel JS, Socher SH, Miller FL. Mammary tumorigenesis in 7,12-dimethybenzanthracene-treated C57BL x DBA/2f. F1 mice Cancer Res. 1980;40:368–373. [PubMed] [Google Scholar]
- Medina D, Smith GH. Chemical carcinogen-induced tumorigenesis in parous, involuted mouse mammary glands. J Natl Cancer Inst. 1999;91:967–969. doi: 10.1093/jnci/91.11.967. [DOI] [PubMed] [Google Scholar]
- Mehta RG, Hawthorne M, Mehta RR, Torres KE, Peng X, McCormick DL, Kopelovich L. Differential roles of ERalpha and ERbeta in normal and neoplastic development in the mouse mammary gland. PLoS One. 2014;9:e113175. doi: 10.1371/journal.pone.0113175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mellemkjaer L, et al. Anorexia nervosa and cancer risk. Cancer Causes Control. 2001;12:173–177. doi: 10.1023/A:1008974414116. [DOI] [PubMed] [Google Scholar]
- Mellemkjaer L, Papadopoulos FC, Pukkala E, Ekbom A, Gissler M, Christensen J, Olsen JH. Cancer incidence among patients with anorexia nervosa from Sweden, Denmark and Finland. PLoS One. 2015;10:e0128018. doi: 10.1371/journal.pone.0128018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Melnyk S, Korourian S, Levy JW, Pavliv O, Evans T, Hakkak R. Effects of obesity on pro-oxidative conditions and DNA damage in liver of DMBA-induced mammary carcinogenesis models. Metabolites. 2017;7:E26. doi: 10.3390/metabo7020026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Meschiari CA, Ero OK, Pan H, Finkel T, Lindsey ML. The impact of aging on cardiac extracellular matrix. Geroscience. 2017;39:7–18. doi: 10.1007/s11357-017-9959-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Michels KB, Ekbom A. Caloric restriction and incidence of breast cancer. JAMA. 2004;291:1226–1230. doi: 10.1001/jama.291.10.1226. [DOI] [PubMed] [Google Scholar]
- Michels KB, et al. Birthweight as a risk factor for breast cancer. Lancet. 1996;348:1542–1546. doi: 10.1016/S0140-6736(96)03102-9. [DOI] [PubMed] [Google Scholar]
- Minor RK, Allard JS, Younts CM, Ward TM, de Cabo R. Dietary interventions to extend life span and health span based on calorie restriction. J Gerontol A Biol Sci Med Sci. 2010;65:695–703. doi: 10.1093/gerona/glq042. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Minor RK, et al. SRT1720 improves survival and healthspan of obese mice. Sci Rep. 2011;1:70. doi: 10.1038/srep00070. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mitschelen M, et al. Long-term deficiency of circulating and hippocampal insulin-like growth factor I induces depressive behavior in adult mice: a potential model of geriatric depression. Neuroscience. 2011;185:50–60. doi: 10.1016/j.neuroscience.2011.04.032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mohan S, Richman C, Guo R, Amaar Y, Donahue LR, Wergedal J, Baylink DJ. Insulin-like growth factor regulates peak bone mineral density in mice by both growth hormone-dependent and -independent mechanisms. Endocrinology. 2003;144:929–936. doi: 10.1210/en.2002-220948. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mosley JD, Poirier JT, Seachrist DD, Landis MD, Keri RA. Rapamycin inhibits multiple stages of c-Neu/ErbB2 induced tumor progression in a transgenic mouse model of HER2-positive breast cancer. Mol Cancer Ther. 2007;6:2188–2197. doi: 10.1158/1535-7163.MCT-07-0235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Murakami S, Salmon A, Miller RA. Multiplex stress resistance in cells from long-lived dwarf mice. FASEB J. 2003;17:1565–1566. doi: 10.1096/fj.02-1092fje. [DOI] [PubMed] [Google Scholar]
- Nacarelli T, Azar A, Altinok O, Orynbayeva Z, Sell C (2018) Rapamycin increases oxidative metabolism and enhances metabolic flexibility in human cardiac fibroblasts Geroscience doi:10.1007/s11357-018-0030-2 [DOI] [PMC free article] [PubMed]
- Nakane H, et al. High incidence of ultraviolet-B-or chemical-carcinogen-induced skin tumours in mice lacking the xeroderma pigmentosum group A gene. Nature. 1995;377:165–168. doi: 10.1038/377165a0. [DOI] [PubMed] [Google Scholar]
- Narayan G, et al. Promoter hypermethylation of FANCF: disruption of Fanconi anemia-BRCA pathway in cervical cancer. Cancer Res. 2004;64:2994–2997. doi: 10.1158/0008-5472.CAN-04-0245. [DOI] [PubMed] [Google Scholar]
- Niehoff N, et al. Polycyclic aromatic hydrocarbons and postmenopausal breast cancer: an evaluation of effect measure modification by body mass index and weight change. Environ Res. 2017;152:17–25. doi: 10.1016/j.envres.2016.09.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niehoff NM, White AJ, Sandler DP. Childhood and teenage physical activity and breast cancer risk. Breast Cancer Res Treat. 2017;164:697–705. doi: 10.1007/s10549-017-4276-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- O'Brien KM, Whelan DR, Sandler DP, Weinberg CR. Eating disorders and breast cancer. Cancer Epidemiol Biomark Prev. 2017;26:206–211. doi: 10.1158/1055-9965.EPI-16-0587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Olson LK, Tan Y, Zhao Y, Aupperlee MD, Haslam SZ. Pubertal exposure to high fat diet causes mouse strain-dependent alterations in mammary gland development and estrogen responsiveness. Int J Obes. 2010;34:1415–1426. doi: 10.1038/ijo.2010.51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Page MM, Salmon AB, Leiser SF, Robb EL, Brown MF, Miller RA, Stuart JA. Mechanisms of stress resistance in Snell dwarf mouse fibroblasts: enhanced antioxidant and DNA base excision repair capacity, but no differences in mitochondrial metabolism. Free Radic Biol Med. 2009;46:1109–1118. doi: 10.1016/j.freeradbiomed.2009.01.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Panici JA, Harper JM, Miller RA, Bartke A, Spong A, Masternak MM. Early life growth hormone treatment shortens longevity and decreases cellular stress resistance in long-lived mutant mice. FASEB J. 2010;24:1–7. doi: 10.1096/fj.10-163253. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Papadopoulos FC, Pantziaras I, Lagiou P, Brandt L, Ekselius L, Ekbom A. Age at onset of anorexia nervosa and breast cancer risk. Eur J Cancer Prev. 2009;18:207–211. doi: 10.1097/CEJ.0b013e32831bc558. [DOI] [PubMed] [Google Scholar]
- Pearson KJ, et al. Resveratrol delays age-related deterioration and mimics transcriptional aspects of dietary restriction without extending life span. Cell Metab. 2008;8:157–168. doi: 10.1016/j.cmet.2008.06.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pearson KJ, et al. Nrf2 mediates cancer protection but not prolongevity induced by caloric restriction. Proc Natl Acad Sci U S A. 2008;105:2325–2330. doi: 10.1073/pnas.0712162105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peng B, et al. Epigenetic silencing of the human nucleotide excision repair gene, hHR23B, in interleukin-6-responsive multiple myeloma KAS-6/1 cells. J Biol Chem. 2005;280:4182–4187. doi: 10.1074/jbc.M412566200. [DOI] [PubMed] [Google Scholar]
- Peng B, Hurt EM, Hodge DR, Thomas SB, Farrar WL. DNA hypermethylation and partial gene silencing of human thymine- DNA glycosylase in multiple myeloma cell lines. Epigenetics. 2006;1:138–145. doi: 10.4161/epi.1.3.2938. [DOI] [PubMed] [Google Scholar]
- Phillips DH. Understanding the genotoxicity of tamoxifen? Carcinogenesis. 2001;22:839–849. doi: 10.1093/carcin/22.6.839. [DOI] [PubMed] [Google Scholar]
- Podlutsky A, et al. The GH/IGF-1 axis in a critical period early in life determines cellular DNA repair capacity by altering transcriptional regulation of DNA repair-related genes: implications for the developmental origins of cancer. Geroscience. 2017;39:147–160. doi: 10.1007/s11357-017-9966-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pollak M, Blouin MJ, Zhang JC, Kopchick JJ. Reduced mammary gland carcinogenesis in transgenic mice expressing a growth hormone antagonist. Br J Cancer. 2001;85:428–430. doi: 10.1054/bjoc.2001.1895. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Price KS, Svenson A, King E, Ready K, Lazarin GA. Inherited cancer in the age of next-generation sequencing. Biol Res Nurs. 2018;20:192–204. doi: 10.1177/1099800417750746. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Qing WG, Conti CJ, LaBate M, Johnston D, Slaga TJ, MacLeod MC. Induction of mammary cancer and lymphoma by multiple, low oral doses of 7,12-dimethylbenz[a]anthracene in SENCAR mice. Carcinogenesis. 1997;18:553–559. doi: 10.1093/carcin/18.3.553. [DOI] [PubMed] [Google Scholar]
- Ramsey MM, Ingram RL, Cashion AB, Ng AH, Cline JM, Parlow AF, Sonntag WE. Growth hormone-deficient dwarf animals are resistant to dimethylbenzanthracine (DMBA)-induced mammary carcinogenesis. Endocrinology. 2002;143:4139–4142. doi: 10.1210/en.2002-220717. [DOI] [PubMed] [Google Scholar]
- Reglodi D, et al. PACAP deficiency as a model of aging. Geroscience. 2018;40:437–452. doi: 10.1007/s11357-018-0045-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ruben RL. Early skin responses of hibernating and nonhibernating ground squirrels to topical applications of DMBA. Experientia. 1982;38:612–614. doi: 10.1007/BF02327079. [DOI] [PubMed] [Google Scholar]
- Rundle A, et al. The relationship between genetic damage from polycyclic aromatic hydrocarbons in breast tissue and breast cancer. Carcinogenesis. 2000;21:1281–1289. doi: 10.1093/carcin/21.7.1281. [DOI] [PubMed] [Google Scholar]
- Rundle A, et al. Molecular epidemiologic studies of polycyclic aromatic hydrocarbon-DNA adducts and breast cancer. Environ Mol Mutagen. 2002;39:201–207. doi: 10.1002/em.10048. [DOI] [PubMed] [Google Scholar]
- Salmon AB, Ljungman M, Miller RA. Cells from long-lived mutant mice exhibit enhanced repair of ultraviolet lesions. J Gerontol A Biol Sci Med Sci. 2008;63:219–231. doi: 10.1093/gerona/63.3.219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Salmon AB, Murakami S, Bartke A, Kopchick J, Yasumura K, Miller RA. Fibroblast cell lines from young adult mice of long-lived mutant strains are resistant to multiple forms of stress. Am J Physiol Endocrinol Metab. 2005;289:E23–E29. doi: 10.1152/ajpendo.00575.2004. [DOI] [PubMed] [Google Scholar]
- Santella RM, et al. DNA adducts, DNA repair genotype/phenotype and cancer risk. Mutat Res. 2005;592:29–35. doi: 10.1016/j.mrfmmm.2005.06.001. [DOI] [PubMed] [Google Scholar]
- Scerbak C, Vayndorf E, Hernandez A, McGill C, Taylor B. Lowbush cranberry acts through DAF-16/FOXO signaling to promote increased lifespan and axon branching in aging posterior touch receptor neurons. Geroscience. 2018;40:151–162. doi: 10.1007/s11357-018-0016-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seidman JD, Kurman RJ. Ovarian serous borderline tumors: a critical review of the literature with emphasis on prognostic indicators. Hum Pathol. 2000;31:539–557. doi: 10.1053/hp.2000.8048. [DOI] [PubMed] [Google Scholar]
- Seluanov A, Gladyshev VN, Vijg J, Gorbunova V. Mechanisms of cancer resistance in long-lived mammals. Nat Rev Cancer. 2018;18:433–441. doi: 10.1038/s41568-018-0004-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sen P, Shah PP, Nativio R, Berger SL. Epigenetic mechanisms of longevity and aging. Cell. 2016;166:822–839. doi: 10.1016/j.cell.2016.07.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sharp ZD, Richardson A. Aging and cancer: can mTOR inhibitors kill two birds with one drug? Target Oncol. 2011;6:41–51. doi: 10.1007/s11523-011-0168-7. [DOI] [PubMed] [Google Scholar]
- Shen J, Desai M, Agrawal M, Kennedy DO, Senie RT, Santella RM, Terry MB. Polymorphisms in nucleotide excision repair genes and DNA repair capacity phenotype in sisters discordant for breast cancer. Cancer Epidemiol Biomark Prev. 2006;15:1614–1619. doi: 10.1158/1055-9965.EPI-06-0218. [DOI] [PubMed] [Google Scholar]
- Shen J, Liao Y, Hopper JL, Goldberg M, Santella RM, Terry MB. Dependence of cancer risk from environmental exposures on underlying genetic susceptibility: an illustration with polycyclic aromatic hydrocarbons and breast cancer. Br J Cancer. 2017;116:1229–1233. doi: 10.1038/bjc.2017.81. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Siegel RL, Miller KD, Jemal A. Cancer statistics, 2018. CA Cancer J Clin. 2018;68:7–30. doi: 10.3322/caac.21442. [DOI] [PubMed] [Google Scholar]
- Silfen ME, Manibo AM, Ferin M, McMahon DJ, Levine LS, Oberfield SE. Elevated free IGF-I levels in prepubertal Hispanic girls with premature adrenarche: relationship with hyperandrogenism and insulin sensitivity. J Clin Endocrinol Metab. 2002;87:398–403. doi: 10.1210/jcem.87.1.8143. [DOI] [PubMed] [Google Scholar]
- Sinha DK, Dao TL. Induction of mammary tumors in aging rats by 7,12-dimethylbenz[a]anthracene: role of DNA synthesis during carcinogenesis. J Natl Cancer Inst. 1980;64:519–521. [PubMed] [Google Scholar]
- Slaga TJ. Inhibition of the induction of cancer by antioxidants. Adv Exp Med Biol. 1995;369:167–174. doi: 10.1007/978-1-4615-1957-7_15. [DOI] [PubMed] [Google Scholar]
- Smith GS, Walford RL, Mickey MR. Lifespan and incidence of cancer and other diseases in selected long-lived inbred mice and their F 1 hybrids. J Natl Cancer Inst. 1973;50:1195–1213. doi: 10.1093/jnci/50.5.1195. [DOI] [PubMed] [Google Scholar]
- Snider TA, Richardson A, Stoner JA, Deepa SS. The geropathology grading platform demonstrates that mice null for cu/Zn-superoxide dismutase show accelerated biological aging. Geroscience. 2018;40:97–103. doi: 10.1007/s11357-018-0008-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sonntag WE, et al. Adult-onset growth hormone and insulin-like growth factor I deficiency reduces neoplastic disease, modifies age-related pathology, and increases life span. Endocrinology. 2005;146:2920–2932. doi: 10.1210/en.2005-0058. [DOI] [PubMed] [Google Scholar]
- Sonntag WE, Csiszar A, deCabo R, Ferrucci L, Ungvari Z. Diverse roles of growth hormone and insulin-like growth factor-1 in mammalian aging: progress and controversies. J Gerontol A Biol Sci Med Sci. 2012;67:587–598. doi: 10.1093/gerona/gls115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sonntag WE, Deak F, Ashpole N, Toth P, Csiszar A, Freeman W, Ungvari Z. Insulin-like growth factor-1 in CNS and cerebrovascular aging. Front Aging Neurosci. 2013;5:27. doi: 10.3389/fnagi.2013.00027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sonntag WE, Lynch C, Thornton P, Khan A, Bennett S, Ingram R. The effects of growth hormone and IGF-1 deficiency on cerebrovascular and brain ageing. J Anat. 2000;197(Pt 4):575–585. doi: 10.1017/S002187829900713X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sonntag WE, Lynch CD, Cefalu WT, Ingram RL, Bennett SA, Thornton PL, Khan AS. Pleiotropic effects of growth hormone and insulin-like growth factor (IGF)-1 on biological aging: inferences from moderate caloric-restricted animals. J Gerontol A Biol Sci Med Sci. 1999;54:B521–B538. doi: 10.1093/gerona/54.12.B521. [DOI] [PubMed] [Google Scholar]
- Sonntag WE, Ramsey M, Carter CS. Growth hormone and insulin-like growth factor-1 (IGF-1) and their influence on cognitive aging. Ageing Res Rev. 2005;4:195–212. doi: 10.1016/j.arr.2005.02.001. [DOI] [PubMed] [Google Scholar]
- Stevens L. The effect of ovariectomy on the protein and nucleic acid content of rat mammary tumours, induced by 9, 10-dimethyl-1,2-benzanthracene. Br J Cancer. 1966;20:546–549. doi: 10.1038/bjc.1966.67. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sun LY, et al. Longevity is impacted by growth hormone action during early postnatal period. Elife. 2017;6:e24059. doi: 10.7554/eLife.24059. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sundaram S, Yan L. High-fat diet enhances mammary tumorigenesis and pulmonary metastasis and alters inflammatory and angiogenic profiles in MMTV-PyMT mice. Anticancer Res. 2016;36:6279–6287. doi: 10.21873/anticanres.11223. [DOI] [PubMed] [Google Scholar]
- Swanson SM, Unterman TG. The growth hormone-deficient spontaneous dwarf rat is resistant to chemically induced mammary carcinogenesis. Carcinogenesis. 2002;23:977–982. doi: 10.1093/carcin/23.6.977. [DOI] [PubMed] [Google Scholar]
- Tarantini S, et al. Demonstration of impaired neurovascular coupling responses in TG2576 mouse model of Alzheimer’s disease using functional laser speckle contrast imaging. Geroscience. 2017;39(4):465–473. doi: 10.1007/s11357-017-9980-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tarantini S, et al. IGF-1 deficiency in a critical period early in life influences the vascular aging phenotype in mice by altering miRNA-mediated post-transcriptional gene regulation: implications for the developmental origins of health and disease hypothesis. Age (Dordr) 2016;38:239–258. doi: 10.1007/s11357-016-9943-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tarantini S, et al. Circulating IGF-1 deficiency exacerbates hypertension-induced microvascular rarefaction in the mouse hippocampus and retrosplenial cortex: implications for cerebromicrovascular and brain aging. Age (Dordr) 2016;38:273–289. doi: 10.1007/s11357-016-9931-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tarantini S, et al. Insulin-like growth factor 1 deficiency exacerbates hypertension-induced cerebral microhemorrhages in mice, mimicking the aging phenotype. Aging Cell. 2017;16:469–479. doi: 10.1111/acel.12583. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tenk J, et al. Age-related changes in central effects of corticotropin-releasing factor (CRF) suggest a role for this mediator in aging anorexia and cachexia. Geroscience. 2017;39:61–72. doi: 10.1007/s11357-017-9962-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Thissen JP, Ketelslegers JM, Underwood LE. Nutritional regulation of the insulin-like growth factors. Endocr Rev. 1994;15:80–101. doi: 10.1210/edrv-15-1-80. [DOI] [PubMed] [Google Scholar]
- Thompson RF, Atzmon G, Gheorghe C, Liang HQ, Lowes C, Greally JM, Barzilai N. Tissue-specific dysregulation of DNA methylation in aging. Aging Cell. 2010;9:506–518. doi: 10.1111/j.1474-9726.2010.00577.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Toth P, et al. IGF-1 deficiency impairs neurovascular coupling in mice: implications for cerebromicrovascular aging. Aging Cell. 2015;14:1034–1044. doi: 10.1111/acel.12372. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Toth P, et al. IGF-1 deficiency impairs cerebral myogenic autoregulation in hypertensive mice. J Cereb Blood Flow Metab. 2014;34:1887–1897. doi: 10.1038/jcbfm.2014.156. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tsubura A, Senzaki H, Oyaizu T, Fujita Y, Morii S. Strain differences in neoplastic response to dmba-induced uterine vascular tumors in mice. Int J Oncol. 1993;2:927–930. doi: 10.3892/ijo.2.6.927. [DOI] [PubMed] [Google Scholar]
- Tucsek Z, et al. Hypertension-induced synapse loss and impairment in synaptic plasticity in the mouse hippocampus mimics the aging phenotype: implications for the pathogenesis of vascular cognitive impairment. Geroscience. 2017;39(4):385–406. doi: 10.1007/s11357-017-9981-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ungvari Z, et al. Resveratrol confers endothelial protection via activation of the antioxidant transcription factor Nrf2. Am J Physiol Heart Circ Physiol. 2010;299:H18–H24. doi: 10.1152/ajpheart.00260.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ungvari Z, et al. Adaptive induction of NF-E2–related factor-2-driven antioxidant genes in endothelial cells in response to hyperglycemia. Am J Physiol Heart Circ Physiol. 2011;300:1133–1140. doi: 10.1152/ajpheart.00402.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ungvari Z, et al. Vasoprotective effects of life span-extending peripubertal GH replacement in Lewis dwarf rats. J Gerontol A Biol Sci Med Sci. 2010;65:1145–1156. doi: 10.1093/gerona/glq147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ungvari Z, Sosnowska D, Podlutsky A, Koncz P, Sonntag WE, Csiszar A (2011b) Free radical production, antioxidant capacity, and oxidative stress response signatures in fibroblasts from Lewis dwarf rats: effects of life span-extending peripubertal GH treatment. J Gerontol A Biol Sci Med Sci 66:501–510. 10.1093/gerona/glr004glr004 [DOI] [PMC free article] [PubMed]
- Ungvari Z, Valcarcel-Ares MN, Tarantini S, Yabluchanskiy A, Fulop GA, Kiss T, Csiszar A. Connective tissue growth factor (CTGF) in age-related vascular pathologies. Geroscience. 2017;39:491–498. doi: 10.1007/s11357-017-9995-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Urfer SR, Kaeberlein TL, Mailheau S, Bergman PJ, Creevy KE, Promislow DE, Kaeberlein M. Asymptomatic heart valve dysfunction in healthy middle-aged companion dogs and its implications for cardiac aging. Geroscience. 2017;39:43–50. doi: 10.1007/s11357-016-9956-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- van der Horst GT, et al. Defective transcription-coupled repair in Cockayne syndrome B mice is associated with skin cancer predisposition. Cell. 1997;89:425–435. doi: 10.1016/S0092-8674(00)80223-8. [DOI] [PubMed] [Google Scholar]
- Vedovelli K, Giacobbo BL, Correa MS, Wieck A, Argimon IIL, Bromberg E. Multimodal physical activity increases brain-derived neurotrophic factor levels and improves cognition in institutionalized older women. Geroscience. 2017;39(4):407–417. doi: 10.1007/s11357-017-9987-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vermeij WP, et al. Restricted diet delays accelerated ageing and genomic stress in DNA-repair-deficient mice. Nature. 2016;537:427–431. doi: 10.1038/nature19329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vo QN, Kim WJ, Cvitanovic L, Boudreau DA, Ginzinger DG, Brown KD. The ATM gene is a target for epigenetic silencing in locally advanced breast cancer. Oncogene. 2004;23:9432–9437. doi: 10.1038/sj.onc.1208092. [DOI] [PubMed] [Google Scholar]
- Walker CL, Ho SM. Developmental reprogramming of cancer susceptibility. Nat Rev Cancer. 2012;12:479–486. doi: 10.1038/nrc3220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wei H, Frenkel K. Relationship of oxidative events and DNA oxidation in SENCAR mice to in vivo promoting activity of phorbol ester type tumor promoters. Carcinogenesis. 1993;14:1195–1201. doi: 10.1093/carcin/14.6.1195. [DOI] [PubMed] [Google Scholar]
- Weihrauch-Bluher S, Schwarz P, Klusmann JH. Childhood obesity: increased risk for cardiometabolic disease and cancer in adulthood. Metabolism. 2018;92:147–152. doi: 10.1016/j.metabol.2018.12.001. [DOI] [PubMed] [Google Scholar]
- White AJ, et al. Exposure to multiple sources of polycyclic aromatic hydrocarbons and breast cancer incidence. Environ Int. 2016;89-90:185–192. doi: 10.1016/j.envint.2016.02.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wijnhoven SW, Kool HJ, Mullenders LH, Slater R, van Zeeland AA, Vrieling H. DMBA-induced toxic and mutagenic responses vary dramatically between NER-deficient Xpa, Xpc and Csb mice. Carcinogenesis. 2001;22:1099–1106. doi: 10.1093/carcin/22.7.1099. [DOI] [PubMed] [Google Scholar]
- Wijnhoven SW, et al. The relationship between benzo[a]pyrene-induced mutagenesis and carcinogenesis in repair-deficient Cockayne syndrome group B mice. Cancer Res. 2000;60:5681–5687. [PubMed] [Google Scholar]
- Wood GA, Korkola JE, Archer MC. Tissue-specific resistance to cancer development in the rat: phenotypes of tumor-modifier genes. Carcinogenesis. 2002;23:1–9. doi: 10.1093/carcin/23.1.1. [DOI] [PubMed] [Google Scholar]
- Wu CW, Storey KB. Life in the cold: links between mammalian hibernation and longevity. Biomol Concepts. 2016;7:41–52. doi: 10.1515/bmc-2015-0032. [DOI] [PubMed] [Google Scholar]
- Wu Y, et al. Reduced circulating insulin-like growth factor I levels delay the onset of chemically and genetically induced mammary tumors. Cancer Res. 2003;63:4384–4388. [PubMed] [Google Scholar]
- Yakar S, et al. Circulating levels of IGF-1 directly regulate bone growth and density. J Clin Invest. 2002;110:771–781. doi: 10.1172/JCI0215463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yamaza H, et al. FoxO1 is involved in the antineoplastic effect of calorie restriction. Aging Cell. 2010;9:372–382. doi: 10.1111/j.1474-9726.2010.00563.x. [DOI] [PubMed] [Google Scholar]
- Yan H, et al. Endothelin-1-induced focal cerebral ischemia in the growth hormone/IGF-1 deficient Lewis dwarf rat. J Gerontol A Biol Sci Med Sci. 2014;69:1353–1362. doi: 10.1093/gerona/glu118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yon de Jonage-Canonico MB, Lenoir V, Scholler R, Kerdelhue B. Long-term dysregulation of circadian and 17-beta estradiol-induced LH, prolactin and corticosterone secretion after dimethylbenz (a) anthracene administration in the Sprague-Dawley female rat. Breast Cancer Res Treat. 2005;92:47–50. doi: 10.1007/s10549-005-0270-6. [DOI] [PubMed] [Google Scholar]
- Yuan R, et al. Genetic regulation of female sexual maturation and longevity through circulating IGF1. J Gerontol A Biol Sci Med Sci. 2015;70:817–826. doi: 10.1093/gerona/glu114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yuan R, et al. Aging in inbred strains of mice: study design and interim report on median lifespans and circulating IGF1 levels. Aging Cell. 2009;8:277–287. doi: 10.1111/j.1474-9726.2009.00478.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zampieri M, Ciccarone F, Calabrese R, Franceschi C, Burkle A, Caiafa P. Reconfiguration of DNA methylation in aging. Mech Ageing Dev. 2015;151:60–70. doi: 10.1016/j.mad.2015.02.002. [DOI] [PubMed] [Google Scholar]
- Zhang Y, Fischer KE, Soto V, Liu Y, Sosnowska D, Richardson A, Salmon AB. Obesity-induced oxidative stress, accelerated functional decline with age and increased mortality in mice. Arch Biochem Biophys. 2015;576:39–48. doi: 10.1016/j.abb.2014.12.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y, et al. Bone mass and the risk of breast cancer among postmenopausal women. N Engl J Med. 1997;336:611–617. doi: 10.1056/NEJM199702273360903. [DOI] [PubMed] [Google Scholar]
- Zhao Y, et al. Pubertal high fat diet: effects on mammary cancer development. Breast Cancer Res. 2013;15:R100. doi: 10.1186/bcr3561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu Y, Aupperlee MD, Haslam SZ, Schwartz RC. Pubertally initiated high-fat diet promotes mammary tumorigenesis in obesity-prone FVB mice similarly to obesity-resistant BALB/c mice. Transl Oncol. 2017;10:928–935. doi: 10.1016/j.tranon.2017.09.004. [DOI] [PMC free article] [PubMed] [Google Scholar]

