Skip to main content

REVIEW article

Front. Microbiol., 29 November 2017
Sec. Microbial Immunology
This article is part of the Research Topic Shaping of Human Immune System and Metabolic Processes by Viruses and Microorganisms View all 64 articles

The Role of Type 2 Diabetes for the Development of Pathogen-Associated Cancers in the Face of the HIV/AIDS Epidemic

  • Receptor Biology Research Unit, Division of Medical Biochemistry and Structural Biology, Institute of Infectious Disease and Molecular Medicine, Department of Integrative Biomedical Sciences, Faculty of Health Sciences, SA-MRC Gynecology Cancer Research Centre, University of Cape Town, Cape Town, South Africa

The contribution of HIV to the development of pathogen-associated cancers has long been recognized, as has the contribution of type 2 diabetes for the development of several types of cancer. While HIV/AIDS-associated immunosuppression reduces immunosurveillance and indirectly contributes favorably to cancerogenesis, diabetes directly increases cancer development due to chronic low-grade inflammation, dysregulated glucose metabolism, hyperactivation of insulin-responsive pathways, and anti-apoptotic signaling. Pathogen-associated cancers contribute significantly to the cancer burden particularly in low- and middle-income countries. In those countries, the incidence of type 2 diabetes has increased alarmingly over the last decades, in part due to rapid changes in diet, lifestyle, and urbanization. It is likely that the HIV/AIDS epidemic and the steadily increasing rate of type 2 diabetes display synergistic effects on oncogenesis. Although this possible link has not been extensively investigated, it might become more important in the years to come not least due to the stimulating effects of antiretroviral therapy on the development of type 2 diabetes. This review provides an overview of the current understanding of pathogen- and diabetes- associated cancers with focus on geographical regions additionally burdened by the HIV/AIDS epidemic. As both HIV and carcinogenic infections as well as the onset of type 2 diabetes involve environmental factors that can be avoided to a certain extent, this review will support the hypothesis that certain malignancies are potentially preventable. Deploying effective infection control strategies together with educational policies on diet and lifestyle may in the long term reduce the burden of preventable cancers which is of particular relevance in low-resource settings.

Introduction

The development of cancer is a complex multistep process. It is well-understood that the lack of responsiveness to signals from the microenvironment together with the accumulation of aberrations in multiple cellular regulatory systems can eventually lead to the characteristic loss of growth control displayed by cancer cells (Hanahan and Weinberg, 2011). Oncogenesis is typically initiated by a non-lethal genetic or epigenetic alteration leading to abnormal proliferation of a single cell. Apart from the genetic constitution of an individual, this can be caused by multiple agents including radiation, chemicals and persistent infection with oncogenic microbes, the latter causing about 15–20% of all human cancers (Plummer et al., 2016).

Although necessary, initiation alone is not sufficient for tumor formation. In addition, tumor promoters are needed to induce the initiated cells to transform and become malignant. Tumor promoters are generally non-tumorigenic by themselves but rather reversibly stimulate cell proliferation and/or provide a tumor-friendly environment (e.g., hormones, chronic inflammation, and immunosuppression). The combined action of initiators and promoters can then eventually give rise to cells that become gradually and irreversibly malignant through a progressive series of alterations (Vincent and Gatenby, 2008).

Smoking and alcohol consumption, obesity and physical inactivity are the worldwide leading risk factors for cancer death, with oncogenic pathogens significantly contributing to cancer incidence in low-and middle-income countries which are often additionally burdened by the HIV/AIDS epidemic (Danaei et al., 2005). The leading types of cancer-causing infections worldwide are Helicobacter pylori, human papillomavirus (HPV), hepatitis B virus (HBV) and hepatitis C virus (HCV), while Kaposi’s sarcoma-associated herpesvirus (KSHV) is particularly important in the sub-Saharan African context. Co-infection with human immunodeficiency virus (HIV) substantially enhances the incidence of pathogen-associated cancers (Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC], 2012). Although HIV is not considered an oncogenic virus, it indirectly impacts on cancerogenesis through immune deficiency and impaired immune surveillance, thereby increasing the effects of oncogenic infections (Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC], 2012). Cancer-promoting effects have also been ascribed to the chronic metabolic and hormonal disturbances as seen in type 2 diabetes (Giovannucci et al., 2010), a condition that is no longer considered a disease primarily affecting the industrialized world but has become increasingly common in low-resource settings (Hu, 2011).

All three conditions, namely type 2 diabetes, HIV-associated immunosuppression and oncogenic pathogen infections, not only contribute to cancer development, they are also largely preventable. Fundamental changes in public policies with regard to diet and lifestyle modifications, education and training on infection prevention as well as nation-wide prophylactic vaccination programs against HBV and HPV are predicted to have a significant impact on the cancer burden in low- and middle- income countries (Sylla and Wild, 2012).

Pathogen-Associated Cancer Development in the Context of HIV/AIDS

Cancers attributable to infectious agents are an important component of the global cancer burden. Assessments dating from 1990 to 2012 have attributed 1/6th of global cancer cases to infectious etiologies and in sub-Saharan Africa, which is heavily burdened with HIV/AIDS, this is greater than 30% (Pisani et al., 1997; Parkin, 2006; de Martel et al., 2012; Plummer et al., 2016). Oncogenic infectious agents include viruses: HCV, HBV, high-risk HPV, KSHV, Epstein–Barr virus (EBV), human T-cell lymphotrophic virus type-1 (HTLV-1) and Merkel cell polyomavirus (MCPyV) (Houben et al., 2010; Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC], 2012; Schäfer et al., 2015); bacteria: Helicobacter pylori (Forman et al., 1991; Nomura et al., 1991; Parsonnet et al., 1991); and parasites: Opisthorchis viverrini, Clonorchis sinensis, and Schistosoma haematobium (International Agency for Research on Cancer Working Group, 1994; Honjo et al., 2005; Bouvard et al., 2009). Additionally, HIV is classified as carcinogenic, although its mechanism is indirect via cell-mediated immune deficiency and needs to be in conjunction with another infectious agent (Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC], 2012). Not surprisingly, the exceptional elevation of pathogen-associated cancers in the developing world is, not least, exacerbated in the high HIV/AIDS context (Parkin et al., 2005; Grulich et al., 2007).

The introduction of the highly active antiretroviral therapy (HAART) strategy has substantially reduced the number of AIDS-related deaths and extended the lifespans of HIV infected individuals (Palmisano and Vella, 2011). This extended lifespan has led to the emergence of a range of HIV-associated malignancies, again particularly burdening sub-Saharan Africa, that were not often seen preceding the introduction of HAART when average lifespan following HIV infection was significantly less (Frisch et al., 2001; Grulich et al., 2007; Coghill et al., 2013; Antiretroviral Therapy Cohort Collaboration, 2017). In contrast, HAART also had a profound preventative effect on some, but not all, HIV-associated malignancies. Kaposi’s sarcoma (KS) incidence in Western countries was reported to decrease by greater than 90% from 1994 to 2003, spanning the introduction of HAART in 1996 (Mocroft et al., 2004). Similarly, incidence of EBV-associated non-Hodgkin lymphoma decreased by greater than 40% after the introduction of HAART in Western countries (International Collaboration on HIV and Cancer, 2000). However, incidences of HPV-associated cervical cancer and non-AIDS defining cancers have not yet been seen to be reduced (International Collaboration on HIV and Cancer, 2000). Although promising, the reductions of incidences of particularly KS and non-Hodgkin lymphoma in Western countries, has not been mirrored in resource-limited, developing countries. In fact, GLOBOCAN age standardized incidence rates reported in 2002 and 2012, indicate an increase in incidence of non-Hodgkin lymphoma in males and females in Southern and Northern Africa (Parkin et al., 2005; Torre et al., 2015). This is corroborated in a Ugandan study over the period 1991–1995 to 2002–2006, which reports an annual increase in incidence of non-Hodgkin lymphoma by 6.7 and 11.0% in men and women, respectively (Parkin et al., 2010). Similarly, KS incidence in Ugandan women has increased (1.4% annually, 10% over the period), while in men incidence has slightly decreased (2.8% annually, 30% over the period); this in contrast to the large (>90%) reductions in KS incidence in Western countries over a similar period, and concomitant with the large scale roll-out of HAART (Mocroft et al., 2004; Parkin et al., 2010; Casper, 2011). This disparity has been attributed to a delayed and stilted availability of HAART in low-resource settings; indeed, it has been noted that even in sub-Saharan countries with relatively well-established antiretroviral therapy (ART) programs, KS incidence has not decreased as expected (Casper, 2011). Further, Nguyen et al. (2008) found that up to half of AIDS-related KS patients treated with HAART and chemotherapy never achieved total remission, which was in concordance with other studies (Dupin et al., 1999; Dupont et al., 2000; Bihl et al., 2007; Nguyen et al., 2008). It is therefore predicted that cancers caused by infectious agents will become a burgeoning complication of long-term HIV infection (Grulich et al., 2007; Sasco et al., 2010; Casper, 2011).

Oncogenic organisms infect, but do not kill their target cells, leading to persistent infection. This is facilitated by various immune evasion strategies driven by the expression of pathogen-encoded proteins and subversion of cellular regulation of proliferation and apoptosis (McLaughlin-Drubin and Munger, 2008; Mesri et al., 2014). Perhaps the best example of this is oncogenic HPV infection of basal cells of the cervical epithelium, which precedes development of virtually all cases of cervical cancer by decades (Woodman et al., 2007; Castellsague, 2008). HPV oncogenes E6 and E7 mitigate host innate immune responses through inhibition of the interferon pathway (Ronco et al., 1998; Park et al., 2000) and similarly, E5 oncoprotein causes downregulation of MHC class I (Campo et al., 2010). Likewise, HBV and HCV infection, which together account for approximately 80% of hepatocellular carcinoma cases, promote cirrhosis through non-cytocidal chronic infection of hepatocytes (Parkin et al., 2005; El-Serag, 2012). HBV-encoded X antigen (HBx) and HCV-encoded core, non-structural protein 5A (NS5A) and NS3 antigens inhibit innate antiviral signaling pathways as well as apoptosis, conferring a survival advantage to infected hepatocytes (Mesri et al., 2014). Persistent infection through immune evasion is further facilitated in an immunosuppressive environment, such as in HIV infection, where host-mediated anti-tumor responses are extinguished.

Persistent infection can be accompanied by chronic inflammation. Persistent HBV and HCV infection lead to chronic inflammation of the liver (hepatitis) which promotes cancer development (Mesri et al., 2014). Similarly, key to the oncogenic potential of Helicobacter pylori, to which approximately 90% of new stomach cancer cases are attributed, is its ability to persist in the gastric mucosa for decades, eliciting chronic inflammation through the expression of virulence factors CagA (cytotoxin-associated gene A) and VacA (vacuolating cytotoxin A) (Wang et al., 2014; Plummer et al., 2015, 2016). Chronic low-grade inflammation is also present in HIV infected individuals on ART treatment and is associated with cancer development (Marks et al., 2013; Maartens et al., 2014).

Persistent oncogenic infection is necessary but often not sufficient to trigger carcinogenesis, but rather requires precipitating co-factors for the development of malignancy (McLaughlin-Drubin and Munger, 2008; Mesri et al., 2010). Often, immunosuppression plays this role, made evident by the enhanced incidence of infection-related cancers and cancers suspected to have infectious etiology seen in both HIV-positive patients and immunosuppressed post-transplant cohorts (Grulich et al., 2007). Of those, KS is the most common AIDS-related malignancy and a significant public health burden in sub-Saharan Africa, where KSHV seroprevalence rates as high as 50% have been reported (Mesri et al., 2010). While KSHV infection accounts for 100% of KS cases, alone it is asymptomatic and not sufficient for tumorigenesis, requiring HIV-related or another form of immunosuppression [e.g., standardized incidence ratio (SIR) for KS in HIV/AIDS cohort versus transplant cohort is 3640.0 (3326–3976) versus 208.0 (114–349), respectively] amongst other potential co-factors, to trigger KS development (Grulich et al., 2007; Mesri et al., 2010; Plummer et al., 2016). Moreover, due to shared routes of transmission, HPV and HIV coinfection is common and HIV infection increases the probability of HPV persistent infection resulting in increased relative risk [5.8 (3.0–11.3)] of cervical cancer development compared to HPV infection in the absence of HIV (Strickler et al., 2005; Grulich et al., 2007; Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC], 2012). Similarly, HIV co-infection with either HBV or HCV increases the rate of progression of HBV- or HCV-mediated liver damage and the SIR of HBV/HCV-mediated liver cancer [5.22 (3.32–8.20)] (Graham et al., 2001; Grulich et al., 2007; Chen et al., 2009; Nikolopoulos et al., 2009).

Furthermore, a number of infectious cancers show distinct geographical distributions or population-specific prevalence. Before the HIV epidemic, KS was considered rare except for hotspots in the Mediterranean and Eastern Europe (Classic KS) and Central and Eastern Africa (Endemic KS). Now, AIDS-related KS is prevalent across sub-Saharan Africa, but its peculiar geographical epidemiology has led to speculation that host genetic factors may influence seroconversion after exposure to KSHV and/or subsequent KS development (Mesri et al., 2010; Cavallin et al., 2014). Interestingly, while HCV is an important risk factor for the development of hepatocellular carcinoma in the United States, Europe and Japan, HBV contributes more substantially to the development of liver cancer globally and particularly in countries with low human development index (Barth et al., 2010; Chung et al., 2010; Plummer et al., 2016).

Besides HIV immunosuppression as outlined above, environmental factors such as host diet, physical inactivity, behaviors such as smoking, reproductive factors, and co-factors leading to smoldering chronic inflammation are thought to further influence the natural history of oncogenic infections and as a consequence of globalization, these are thought to become more important in the developing world (Parkin et al., 2005; Ajuwon et al., 2009; Plummer et al., 2016).

Diabetes-Associated Cancer Development in the Context of HIV/AIDS

Type 2 diabetes is a non-communicable disease, characterized by insulin resistance and hyperglycemia (Zaccardi et al., 2016).

Globally, type 2 diabetes is a major problem, but prevalence of the disease is particularly rapidly increasing in low- and middle-income countries (Guariguata et al., 2014). This is largely due to the changes in lifestyle and diet brought about by rapid urbanization, such as decreased physical activity as well as increased consumption of refined carbohydrates and sugar sweetened beverages (Hu, 2011). On that note, it was shown that only 1–2 servings of sugar-sweetened beverages per day increase diabetes risk by 26% (Malik et al., 2010). In 2013, low- and middle-income countries had the highest prevalence of type 2 diabetes and it is projected that Africa will experience a 109% increase in cases over the next 22 years (Guariguata et al., 2014). The most undiagnosed cases of type 2 diabetes occur in low- and middle-income countries due to a lack of resources necessary for diagnosis, meaning that often the disease is only detected after complications have already developed (Beagley et al., 2014). The Lancet Diabetes & Endocrinology Commission on diabetes in sub-Saharan Africa provides a comprehensive and up-to-date analysis of the vast economic burden that diabetes places on the resource-constrained health systems found in those regions (Atun et al., 2017).

As outlined above, low- and middle-income countries are also highly burdened by the HIV/AIDS epidemic, and 2–4 fold higher prevalence of dysglycemia in HIV-infected individuals in South Africa has been reported (Dave et al., 2011; Levitt et al., 2016). Although the mechanisms are not well-understood, the presence of HIV infection itself may contribute to diabetogenesis, both directly through inflammation and immune activation, and indirectly through immunodeficiency (Kalra and Agrawal, 2013; Lake and Currier, 2013; Levitt et al., 2016). Moreover, treatment by HAART may be directly or indirectly linked to the development of type 2 diabetes in HIV-infected patients (Hadigan and Kattakuzhy, 2014). The increased life expectancy of HIV-infected patients on HAART treatment has dramatically changed the natural history of HIV infection (Samaras, 2009), resulting in the emergence of more chronic illnesses, including type 2 diabetes (Hasse et al., 2011). Moreover, certain nucleoside reverse transcriptase inhibitors (NRTIs) and protease inhibitors (PIs) have been associated with the development of insulin resistance and an increased incidence of type 2 diabetes in HIV-infected individuals, though the literature has been contentious about whether PIs do indeed play a role (Behrens et al., 1999; Brown et al., 2005; Tien et al., 2007; De Wit et al., 2008; Capeau et al., 2012). A large cross-sectional study recently published reported a significantly higher odds ratio (OR) of diabetes and metabolic syndrome (OR 3.85 and 1.45, respectively, 95% CI) among ART-exposed patients compared to their naïve counterparts, although the association between ART and diabetes was not interpreted as cause and effect (Nduka et al., 2017). HAART is also known to cause lipodystrophy and hyperlipidemia, conditions common to insulin resistance and type 2 diabetes, therefore indirectly increasing the risk of development of type 2 diabetes in HIV-infected individuals who are on HAART (Samaras, 2009). The high prevalence of HIV/AIDS in today’s era of HAART may therefore further substantially contribute to the increase in type 2 diabetes predicted for low- and middle-income countries.

Of the various complications associated with type 2 diabetes, cancer development, incidence, prognosis, and mortality have been linked to the long-term effects of the disease (Giovannucci et al., 2010). For example, a meta-analysis of 23 studies reported increased mortality across all cancer types in diabetes patients (HR 1.41; 95% CI, 1.28–1.55) (Barone et al., 2008). Specifically, an increased risk of colon cancer has been associated with type 2 diabetes [summary relative risk (SRR) = 1.30] (Larsson et al., 2005), and a cohort study showed that diabetic patients with stages 2 and 3 colon cancer had higher mortality rates and cancer recurrence as compared to non-diabetic patients (Meyerhardt et al., 2003). Individuals with type 2 diabetes had a SRR of 1.94 for the development of pancreatic cancer (Ben et al., 2011) and a SRR of 2.01 for hepatocellular carcinoma development (Wang et al., 2012). Another study described synergistic interactions between diabetes mellitus and hepatocellular carcinoma (OR, 9.9; 95% CI, 2.5–39.3) which was further found to be strikingly associated with heavy alcohol consumption and chronic hepatitis virus infection (OR, 53.9; 95% CI, 7.0–415.7) (Hassan et al., 2002). Type 2 diabetes has also been associated with a 42% increase in kidney cancer risk (Larsson and Wolk, 2011) as well as a 20% increase in risk of developing breast cancer (Larsson et al., 2007). Overall, type 2 diabetes is associated with increased mortality in cancer patients and an overall poor prognosis of cancer (Barone et al., 2008).

Both type 2 diabetes and cancer are highly complex diseases affecting many cellular processes. However, they share several risk factors, such as alcohol consumption, smoking, obesity, diet and physical inactivity, but the possible biological links between the two diseases are not yet completely understood. Possible mechanisms for a direct link between cancer and type 2 diabetes include hyperglycemia, hyperinsulinemia, and inflammation. Firstly, hyperglycemia has been suggested to be one of the possible influences of type 2 diabetes on cancer, mainly due to the Warburg effect: a well-known observation that cancer cells tend to undergo aerobic glycolysis and therefore consume more glucose than normal cells in order to accumulate precursor molecules for biomass rather than energy production (Vander Heiden et al., 2009). Additionally, high levels of glucose are linked to increases in WNT signaling, which enhances proliferation (Garcia-Jimenez et al., 2014), as well as upregulation of the oxidative response genes, leading to increased reactive oxygen species and mutations (Turturro et al., 2007). Secondly, hyperinsulinemia may also be a potential link between type 2 diabetes and cancer, as insulin is not only a metabolic hormone but also a growth factor that has anti-apoptotic and mitogenic effects via activation of the insulin receptor (Vigneri et al., 2016). Of the different insulin receptor isoforms the A isoform, which has predominant mitogenic activity, is often overexpressed in cancer cells, providing a selective growth advantage to malignant cells when exposed to insulin (Vigneri et al., 2016). High levels of circulating insulin due to insulin resistance or insulin treatment also result in reduced insulin-like growth factor binding protein (IGFBP), leading to increased insulin-like growth factor 1 (IGF-1), which has more potent anti-apoptotic and mitogenic effects than insulin (Giovannucci et al., 2010). However, high levels of insulin can also spill over to IGF-1 receptors, and indeed it was shown that both the insulin receptor and the IGF-1 receptor can act as identical portals to the regulation of gene expression with differences between insulin and IGF-1 effects due to a modulation of the amplitude of the signal created by the specific ligand-receptor interaction (Boucher et al., 2010). Hyperinsulinemia also indirectly leads to increased levels of estrogen and androgens by reducing the hepatic synthesis of sex hormone-binding globulin (Calle and Kaaks, 2004); aberrant steroid hormone metabolism is associated with a higher risk of certain cancers, including breast and endometrial cancer. Lastly, excessive caloric intake often associated with urbanization and an increasing Westernized lifestyle leads to obesity which is not only a well-known risk factor for the development of type 2 diabetes but is also linked to cancer development (Hjartaker et al., 2008). In South Africa, 68% of women and 31% of men are overweight or obese (Department of Health, 2016). Additionally, consumption of sugar sweetened beverages has approximately doubled in rural areas since 2005, with 56% of women and 63% of men consuming these beverages, which further contributes to the increasing prevalence of obesity here (Vorster et al., 2014). Chronic low-grade adipose tissue inflammation is not only a symptom of obesity but is also known to be a recognizable feature of the metabolic syndrome and a major cause of the decreased insulin sensitivity seen in type 2 diabetes (van Kruijsdijk et al., 2009; Shu et al., 2012). Moreover, obesity can induce sustained systemic production of reactive oxygen species which can eventually lead to somatic mutations and neoplastic transformation (Manna and Jain, 2015). As an endocrine organ, excess adipose tissue secretes elevated levels of various cytokines, hormones and growth factors including interleukin-6 (IL-6), tumor necrosis factor alpha (TNF-α), plasminogen activator inhibitor-1 (PAI-1) and leptin that can alter the body’s ability to appropriately respond to insulin (van Kruijsdijk et al., 2009). TNF-α has been shown to promote cell survival through the NF-κB pathway, and IL-6 mediates cell proliferation and survival through the JAK/STAT pathway (van Kruijsdijk et al., 2009). Type 2 diabetes is therefore associated with a general dysregulated innate immune response (Paich et al., 2013). Together with metabolic disruptions in insulin signaling, this manifestation of immune dysfunction common to obesity and type 2 diabetes present a favorable environment for cancer cell proliferation, invasion, and survival (Allavena et al., 2008; van Kruijsdijk et al., 2009).

The Link Between Type 2 Diabetes and Pathogen-Associated Cancers in the Context of HIV/AIDS

Low- and middle-income countries are projected to carry the majority of the world-wide cancer burden over the next decades, highlighting the emergence of cancer as a major public health problem (Sylla and Wild, 2012). While chronic infection with oncogenic pathogens has long been identified as a main contributor, the impact of HIV infection, particularly in the HAART era, as well as the ever-increasing incidence of type 2 diabetes represent emerging risk factors for morbidity and mortality in those regions of the world. Indeed, patients living with HIV/AIDS have an increased burden of non-communicable diseases relative to HIV-uninfected individuals, with more than 25% predicted to develop three or more non-communicable diseases by 2030 (Smit et al., 2015).

Globally, two-thirds of infection-attributable cancers occur in less developed countries (Plummer et al., 2016) (Figure 1), although the true incidence rates within the African continent are very uncertain due to underreporting and the data from GLOBOCAN often not being comprehensive. Nevertheless, low-resource settings also carry by far the largest burden of the HIV epidemic: in 2015, an estimated 36.7 million people were living with HIV globally of whom approximately 19.0 million (i.e., more than 50%) live in Southern Africa (Global AIDS, 2016). These numbers have been increasing over the years (from 31.0 million in 2002 to 36.7 million in 2016) due to the life-extending effects of HAART (Zaidi et al., 2013). Moreover, two-thirds of all diabetes cases as a consequence of rapid changes in lifestyle, urbanization and population aging are reported to occur in low- and middle-income countries (Wild et al., 2004; Hu, 2011), representing a growing public health issue in the HIV-infected population, especially as the clinical course of HIV infection in the HAART era has changed from a progressive illness with a fatal outcome to a chronic manageable disease (Deeks et al., 2013).

FIGURE 1
www.frontiersin.org

FIGURE 1. The relative contribution of oncogenic pathogen infection, HIV infection and type 2 diabetes for pathogen-associated cancers in low-income versus high-income countries and the potential prevention of these malignancies.

Both type 2 diabetes and the consequences of HIV infection share common characteristics with regard to facilitating cancerogenesis initiated by oncogenic pathogen infection, but is there a causal relationship between these two conditions? As outlined above, chronic inflammation and immunosuppression are two of the main cancer hallmarks associated with persistent oncogenic pathogen infection adverting the normal functioning of the cellular machinery. While immune dysfunction is characteristic for HIV infection, smoldering chronic inflammation is also associated with type 2 diabetes and HIV infection (particularly when treated by HAART), highlighting the importance of these two conditions as promoting environments for the development of pathogen-associated cancers. Although type 2 diabetes and HIV infection might constitute independent risk factors for pathogen-associated cancers in general, some striking synergism has been described for hepatitis virus-associated hepatocellular carcinoma. Indeed, overwhelming evidence in the literature points toward an association between co-infection of HIV and HBV/HCV together with insulin resistance and/or diabetes and a significantly enhanced risk of liver disease (Merchante et al., 2009; DallaPiazza et al., 2010; Howard et al., 2010; Salmon et al., 2012; Elkrief et al., 2014; Hadigan and Kattakuzhy, 2014; Lo Re et al., 2014; Oliver et al., 2016). This was found to be further exacerbated by certain antiretroviral drugs such as didanosine and/or stavudine (Blanco et al., 2011).

This well-documented link of HIV infection, type 2 diabetes and liver cancer is less evident for other pathogen-associated malignancies. For example, only case reports on HIV-related KS in the presence of type 2 diabetes are currently available, calling attention to the risk of delayed diagnosis of KS in patients on ART with a relatively high CD4 count (Chan and Pakianathan, 2011). Although no such case report on the link between HIV, type 2 diabetes and cervical cancer exists, an interesting recent study describes the combination of metformin, the worldwide most widely prescribed first-line therapeutic drug for type 2 diabetes and known for its antitumor properties (Kasznicki et al., 2014), together with nelfinavir, an HIV protease inhibitor. This drug combination showed promising effects on HPV-associated cervical cancer cell growth in vitro and in vivo (Xia et al., 2017). It is highly likely that other pathogen-associated cancers also benefit from the underlying cancer-friendly environment in the presence of both HIV infection and type 2 diabetes. Their cancer-promoting contributions are unlikely to be separate entities but rather present complex interactions facilitating cancerogenesis especially in a setting where these risk factors predominate.

In light of the low resources and the often deficient health care infrastructure in less developed countries, concerted efforts on cancer prevention rather than cancer treatment will likely have a sustainable effect on the reduction of cancer. The first step to prevention is the identification of risk factors and/or the etiological agent. Indeed, infections have been suggested to be one of the most important preventable causes of cancer in general, not least reflected by the significantly disparate incidence rates of pathogen-associated malignancies in industrialized versus low- and middle-income countries (Figure 1 and Kuper et al., 2000). Highly effective prophylactic vaccines exist for some of the most common etiological agents of pathogen-associated cancers, namely HBV and HPV types 16 and 18, causing liver and cervical cancer, respectively, the two most common causes of cancer death in Africa (Sylla and Wild, 2012). Although the HBV vaccine is relatively inexpensive, national HBV infant immunization programs as seen in many African countries account only for 10% coverage in Africa (Plummer et al., 2016). The HPV vaccines are still rather expensive to produce, limiting efficient coverage of the population in the most affected areas (Hanson et al., 2015). Moreover, of the 13 HPV genotypes classified as carcinogenic (Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC], 2012), the HPV vaccines currently available in low-resource settings only target the most common oncogenic genotypes 16 and 18 which account for approximately 70% of invasive cervical cancers globally. In sub-Saharan Africa however, other carcinogenic HPV types, such as HPV45 and 35, occur relatively more frequently than in other world regions as they seem to be more affected by changes in immunodeficiency levels (De Vuyst et al., 2013; Clifford et al., 2016). Therefore, even if there was saturation coverage of vaccinated populations in those regions of the world, the reduction in cervical cancer will fall well short of 100%. In this regard, voluntary medical male circumcision has a significant protective effect not only against HIV but also high-risk HPV, HBV and other sexually transmitted infections (Castellsague et al., 2002; Tobian et al., 2014; Wahome et al., 2017). Although highly cost-effective, implementation of the WHO recommended goal of 80% circumcision coverage among men aged 15–49 years in 13 countries in Eastern and Southern Africa with high HIV prevalence has been very slow and is far from being reached (Tobian et al., 2014). To reduce pathogen-associated cancers in low-resource settings both HPV/HBV vaccination and male circumcision should be advocated. Even so, efforts in the reduction of infection-related cancers are often offset by an increasing number of new cases that are associated with (among others) dietary and lifestyle factors (Bray et al., 2012). This is further exacerbated by the adverse effects of HAART on the development of type 2 diabetes and low-grade chronic inflammation seen in HIV/AIDS patients (Maartens et al., 2014). Therefore, programs to implement nation-wide prophylactic vaccination against HBV and HPV together with concerted efforts to reduce type 2 diabetes risk and the risk of acquiring sexually transmitted infections such as HIV, HBV/HCV and HPV, would have a significant impact on cancer incidence and mortality (Figure 1). Indeed, several randomized clinical trials have demonstrated that diet and lifestyle modifications are highly effective in preventing type 2 diabetes in different ethnic and racial groups (Knowler et al., 2002; Lindstrom et al., 2006; Ramachandran et al., 2006; Li et al., 2008).

Conclusion

It has become evident over the last decades that the nature of comorbidities in HIV-infected individuals has changed substantially, particularly with regards to tumorigenesis and oncogenic disease progression. Although the descriptive data presented here may not lead to a definitive scientific interpretation, they clearly support the hypothesis that some of the highest cancer risk factors that predominate in resource-limited settings (such as oncogenic pathogen infection, HIV infection and type 2 diabetes) are potentially avoidable. It is suspected that there might be a link between these risk factors, particularly between HIV infection, its treatment and the onset of non-communicable diseases such as type 2 diabetes. Effective interventions including population-based vaccination against HBV and HPV together with HIV prevention and cervical cancer screening programs as well as awareness, counseling and educational programs on changes in diet and physical activity would lead to significant reductions of the cancer burden in those areas of the world. Early intervention programs not only prevent disease onset and complications but are clearly much simpler and cheaper than treating later stage disease. Research activities to understand the synergistic effects between the risk factors discussed in this review are needed and should be a focus of future scientific efforts.

Author Contributions

GS led the conception and design of this article, drafted, revised and approved its final version. MB and SU equally contributed to drafting individual sections, while AK critically revised the article.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgment

This work was supported by funding from the Poliomyelitis Research Foundation (PRF), the Cancer Association of South Africa (CANSA), and the National Research Foundation (NRF) of South Africa.

References

Ajuwon, K. M., Banz, W., and Winters, T. A. (2009). Stimulation with Peptidoglycan induces interleukin 6 and TLR2 expression and a concomitant downregulation of expression of adiponectin receptors 1 and 2 in 3T3-L1 adipocytes. J. Inflamm. 6:8. doi: 10.1186/1476-9255-6-8

PubMed Abstract | CrossRef Full Text | Google Scholar

Allavena, P., Garlanda, C., Borrello, M. G., Sica, A., and Mantovani, A. (2008). Pathways connecting inflammation and cancer. Curr. Opin. Genet. Dev. 18, 3–10. doi: 10.1016/j.gde.2008.01.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Antiretroviral Therapy Cohort Collaboration (2017). Survival of HIV-positive patients starting antiretroviral therapy between 1996 and 2013: a collaborative analysis of cohort studies. Lancet HIV 4, e349–e356. doi: 10.1016/S2352-3018(17)30066-8

CrossRef Full Text | Google Scholar

Atun, R., Davies, J. I., Gale, E. A. M., Barnighausen, T., Beran, D., Kengne, A. P., et al. (2017). Diabetes in sub-Saharan Africa: from clinical care to health policy. Lancet Diabetes Endocrinol. 5, 622–667. doi: 10.1016/S2213-8587(17)30181-X

CrossRef Full Text | Google Scholar

Barone, B. B., Yeh, H. C., Snyder, C. F., Peairs, K. S., Stein, K. B., Derr, R. L., et al. (2008). Long-term all-cause mortality in cancer patients with preexisting diabetes mellitus: a systematic review and meta-analysis. JAMA 300, 2754–2764. doi: 10.1001/jama.2008.824

PubMed Abstract | CrossRef Full Text | Google Scholar

Barth, R. E., Huijgen, Q., Taljaard, J., and Hoepelman, A. I. (2010). Hepatitis B/C and HIV in sub-Saharan Africa: an association between highly prevalent infectious diseases. A systematic review and meta-analysis. Int. J. Infect. Dis. 14, e1024–e1031. doi: 10.1016/j.ijid.2010.06.013

PubMed Abstract | CrossRef Full Text | Google Scholar

Beagley, J., Guariguata, L., Weil, C., and Motala, A. A. (2014). Global estimates of undiagnosed diabetes in adults. Diabetes. Res. Clin. Pract. 103, 150–160. doi: 10.1016/j.diabres.2013.11.001

PubMed Abstract | CrossRef Full Text | Google Scholar

Behrens, G., Dejam, A., Schmidt, H., Balks, H. J., Brabant, G., Korner, T., et al. (1999). Impaired glucose tolerance, beta cell function and lipid metabolism in HIV patients under treatment with protease inhibitors. AIDS 13, F63–F70. doi: 10.1097/00002030-199907090-00001

PubMed Abstract | CrossRef Full Text | Google Scholar

Ben, Q., Xu, M., Ning, X., Liu, J., Hong, S., Huang, W., et al. (2011). Diabetes mellitus and risk of pancreatic cancer: a meta-analysis of cohort studies. Eur. J. Cancer 47, 1928–1937. doi: 10.1016/j.ejca.2011.03.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Bihl, F., Mosam, A., Henry, L. N., Chisholm, J. V. III, Dollard, S., Gumbi, P., et al. (2007). Kaposi’s sarcoma-associated herpesvirus-specific immune reconstitution and antiviral effect of combined HAART/chemotherapy in HIV clade C-infected individuals with Kaposi’s sarcoma. AIDS 21, 1245–1252. doi: 10.1097/QAD.0b013e328182df03

PubMed Abstract | CrossRef Full Text | Google Scholar

Blanco, F., Barreiro, P., Ryan, P., Vispo, E., Martin-Carbonero, L., Tuma, P., et al. (2011). Risk factors for advanced liver fibrosis in HIV-infected individuals: role of antiretroviral drugs and insulin resistance. J. Viral. Hepat. 18, 11–16. doi: 10.1111/j.1365-2893.2009.01261.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Boucher, J., Tseng, Y. H., and Kahn, C. R. (2010). Insulin and insulin-like growth factor-1 receptors act as ligand-specific amplitude modulators of a common pathway regulating gene transcription. J. Biol. Chem. 285, 17235–17245. doi: 10.1074/jbc.M110.118620

PubMed Abstract | CrossRef Full Text | Google Scholar

Bouvard, V., Baan, R., Straif, K., Grosse, Y., Secretan, B., El Ghissassi, F., et al. (2009). A review of human carcinogens–Part B: biological agents. Lancet Oncol. 10, 321–322. doi: 10.1016/S1470-2045(09)70096-8

CrossRef Full Text | Google Scholar

Bray, F., Jemal, A., Grey, N., Ferlay, J., and Forman, D. (2012). Global cancer transitions according to the human development index (2008-2030): a population-based study. Lancet Oncol. 13, 790–801. doi: 10.1016/S1470-2045(12)70211-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Brown, T. T., Li, X., Cole, S. R., Kingsley, L. A., Palella, F. J., Riddler, S. A., et al. (2005). Cumulative exposure to nucleoside analogue reverse transcriptase inhibitors is associated with insulin resistance markers in the Multicenter AIDS cohort study. AIDS 19, 1375–1383. doi: 10.1097/01.aids.0000181011.62385.91

PubMed Abstract | CrossRef Full Text | Google Scholar

Calle, E. E., and Kaaks, R. (2004). Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms. Nat. Rev. Cancer 4, 579–591. doi: 10.1038/nrc1408

PubMed Abstract | CrossRef Full Text | Google Scholar

Campo, M. S., Graham, S. V., Cortese, M. S., Ashrafi, G. H., Araibi, E. H., Dornan, E. S., et al. (2010). HPV-16 E5 down-regulates expression of surface HLA class I and reduces recognition by CD8 T cells. Virology 407, 137–142. doi: 10.1016/j.virol.2010.07.044

PubMed Abstract | CrossRef Full Text | Google Scholar

Capeau, J., Bouteloup, V., Katlama, C., Bastard, J. P., Guiyedi, V., Salmon-Ceron, D., et al. (2012). Ten-year diabetes incidence in 1046 HIV-infected patients started on a combination antiretroviral treatment. AIDS 26, 303–314. doi: 10.1097/QAD.0b013e32834e8776

PubMed Abstract | CrossRef Full Text | Google Scholar

Casper, C. (2011). The increasing burden of HIV-associated malignancies in resource-limited regions. Annu. Rev. Med. 62, 157–170. doi: 10.1146/annurev-med-050409-103711

PubMed Abstract | CrossRef Full Text | Google Scholar

Castellsague, X. (2008). Natural history and epidemiology of HPV infection and cervical cancer. Gynecol. Oncol. 110(3 Suppl. 2), S4–S7. doi: 10.1016/j.ygyno.2008.07.045

PubMed Abstract | CrossRef Full Text | Google Scholar

Castellsague, X., Bosch, F. X., Munoz, N., Meijer, C. J., Shah, K. V., de Sanjose, S., et al. (2002). Male circumcision, penile human papillomavirus infection, and cervical cancer in female partners. N. Engl. J. Med. 346, 1105–1112. doi: 10.1056/NEJMoa011688

PubMed Abstract | CrossRef Full Text | Google Scholar

Cavallin, L. E., Goldschmidt-Clermont, P., and Mesri, E. A. (2014). Molecular and cellular mechanisms of KSHV oncogenesis of Kaposi’s sarcoma associated with HIV/AIDS. PLOS Pathog. 10:e1004154. doi: 10.1371/journal.ppat.1004154

PubMed Abstract | CrossRef Full Text | Google Scholar

Chan, S. Y., and Pakianathan, M. (2011). Delayed diagnosis of Kaposi’s sarcoma in a HIV positive man with a high CD4 count and suppressed viral load. Sex Transm. Infect. 87, 609–610. doi: 10.1136/sextrans-2011-050189

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, T. Y., Ding, E. L., Seage III, G. R., and Kim, A. Y. (2009). Meta-analysis: increased mortality associated with hepatitis C in HIV-infected persons is unrelated to HIV disease progression. Clin. Infect. Dis. 49, 1605–1615. doi: 10.1086/644771

PubMed Abstract | CrossRef Full Text | Google Scholar

Chung, H., Ueda, T., and Kudo, M. (2010). Changing trends in hepatitis C infection over the past 50 years in Japan. Intervirology 53, 39–43. doi: 10.1159/000252782

PubMed Abstract | CrossRef Full Text | Google Scholar

Clifford, G. M., de Vuyst, H., Tenet, V., Plummer, M., Tully, S., and Franceschi, S. (2016). Effect of HIV infection on human papillomavirus types causing invasive cervical cancer in Africa. J. Acquir. Immune Defic. Syndr. 73, 332–339. doi: 10.1097/QAI.0000000000001113

PubMed Abstract | CrossRef Full Text | Google Scholar

Coghill, A. E., Newcomb, P. A., Madeleine, M. M., Richardson, B. A., Mutyaba, I., Okuku, F., et al. (2013). Contribution of HIV infection to mortality among cancer patients in Uganda. AIDS 27, 2933–2942. doi: 10.1097/01.aids.0000433236.55937.cb

PubMed Abstract | CrossRef Full Text | Google Scholar

DallaPiazza, M., Amorosa, V. K., Localio, R., Kostman, J. R., and Lo Re, V. (2010). Prevalence and risk factors for significant liver fibrosis among HIV-monoinfected patients. BMC Infect. Dis. 10:116. doi: 10.1186/1471-2334-10-116

PubMed Abstract | CrossRef Full Text | Google Scholar

Danaei, G., Vander Hoorn, S., Lopez, A. D., Murray, C. J., Ezzati, M., and Comparative Risk Assessment collaborating group. (2005). Causes of cancer in the world: comparative risk assessment of nine behavioural and environmental risk factors. Lancet 366, 1784–1793. doi: 10.1016/S0140-6736(05)67725-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Dave, J. A., Lambert, E. V., Badri, M., West, S., Maartens, G., and Levitt, N. S. (2011). Effect of nonnucleoside reverse transcriptase inhibitor-based antiretroviral therapy on dysglycemia and insulin sensitivity in South African HIV-infected patients. J. Acquir. Immune Defic. Syndr. 57, 284–289. doi: 10.1097/QAI.0b013e318221863f

PubMed Abstract | CrossRef Full Text | Google Scholar

de Martel, C., Ferlay, J., Franceschi, S., Vignat, J., Bray, F., Forman, D., et al. (2012). Global burden of cancers attributable to infections in 2008: a review and synthetic analysis. Lancet Oncol. 13, 607–615. doi: 10.1016/s1470-2045(12)70137-7

PubMed Abstract | CrossRef Full Text | Google Scholar

De Vuyst, H., Alemany, L., Lacey, C., Chibwesha, C. J., Sahasrabuddhe, V., Banura, C., et al. (2013). The burden of human papillomavirus infections and related diseases in sub-saharan Africa. Vaccine 31(Suppl. 5), F32–F46. doi: 10.1016/j.vaccine.2012.07.092

PubMed Abstract | CrossRef Full Text | Google Scholar

De Wit, S., Sabin, C. A., Weber, R., Worm, S. W., Reiss, P., Cazanave, C., et al. (2008). Incidence and risk factors for new-onset diabetes in HIV-infected patients: the data collection on adverse events of anti-HIV drugs (D:A:D) study. Diabetes Care 31, 1224–1229. doi: 10.2337/dc07-2013

PubMed Abstract | CrossRef Full Text | Google Scholar

Deeks, S. G., Lewin, S. R., and Havlir, D. V. (2013). The end of AIDS: HIV infection as a chronic disease. Lancet 382, 1525–1533. doi: 10.1016/S0140-6736(13)61809-7

CrossRef Full Text | Google Scholar

Department of Health (2016). South Africa Demographic and Health Survey. Available at: http://www.statssa.gov.za/publications/Report%2003-00-09/Report%2003-00-092016.pdf [accessed June 23, 2017].

Dupin, N., Rubin De Cervens, V., Gorin, I., Calvez, V., Pessis, E., Grandadam, M., et al. (1999). The influence of highly active antiretroviral therapy on AIDS-associated Kaposi’s sarcoma. Br. J. Dermatol. 140, 875–881. doi: 10.1046/j.1365-2133.1999.02818.x

CrossRef Full Text | Google Scholar

Dupont, C., Vasseur, E., Beauchet, A., Aegerter, P., Berthe, H., de Truchis, P., et al. (2000). Long-term efficacy on Kaposi’s sarcoma of highly active antiretroviral therapy in a cohort of HIV-positive patients. CISIH 92. Centre d’information et de soins de l’immunodeficience humaine. AIDS 14, 987–993. doi: 10.1097/00002030-200005260-00010

CrossRef Full Text | Google Scholar

Elkrief, L., Chouinard, P., Bendersky, N., Hajage, D., Larroque, B., Babany, G., et al. (2014). Diabetes mellitus is an independent prognostic factor for major liver-related outcomes in patients with cirrhosis and chronic hepatitis C. Hepatology 60, 823–831. doi: 10.1002/hep.27228

PubMed Abstract | CrossRef Full Text | Google Scholar

El-Serag, H. B. (2012). Epidemiology of viral hepatitis and hepatocellular carcinoma. Gastroenterology 142, 1264–1273e1261. doi: 10.1053/j.gastro.2011.12.061

PubMed Abstract | CrossRef Full Text | Google Scholar

Forman, D., Newell, D. G., Fullerton, F., Yarnell, J. W., Stacey, A. R., Wald, N., et al. (1991). Association between infection with Helicobacter pylori and risk of gastric cancer: evidence from a prospective investigation. BMJ 302, 1302–1305. doi: 10.1136/bmj.302.6788.1302

CrossRef Full Text | Google Scholar

Frisch, M., Biggar, R. J., Engels, E. A., and Goedert, J. J. (2001). Association of cancer with AIDS-related immunosuppression in adults. JAMA 285, 1736–1745. doi: 10.1001/jama.285.13.1736

CrossRef Full Text | Google Scholar

Garcia-Jimenez, C., Garcia-Martinez, J. M., Chocarro-Calvo, A., and De la Vieja, A. (2014). A new link between diabetes and cancer: enhanced WNT/beta-catenin signaling by high glucose. J. Mol. Endocrinol. 52, R51–R66. doi: 10.1530/jme-13-0152

PubMed Abstract | CrossRef Full Text | Google Scholar

Giovannucci, E., Harlan, D. M., Archer, M. C., Bergenstal, R. M., Gapstur, S. M., Habel, L. A., et al. (2010). Diabetes and cancer: a consensus report. CA Cancer J. Clin. 60, 207–221. doi: 10.3322/caac.20078

PubMed Abstract | CrossRef Full Text | Google Scholar

Global AIDS (2016). Report on the Global AIDS Epidemic 2016. Available at: http://www.unaids.org/sites/default/files/media_asset/2016-AIDS-data_en.pdf [accessed June 22, 2017].

Graham, C. S., Baden, L. R., Yu, E., Mrus, J. M., Carnie, J., Heeren, T., et al. (2001). Influence of human immunodeficiency virus infection on the course of hepatitis C virus infection: a meta-analysis. Clin. Infect. Dis. 33, 562–569. doi: 10.1086/321909

PubMed Abstract | CrossRef Full Text | Google Scholar

Grulich, A. E., van Leeuwen, M. T., Falster, M. O., and Vajdic, C. M. (2007). Incidence of cancers in people with HIV/AIDS compared with immunosuppressed transplant recipients: a meta-analysis. Lancet 370, 59–67. doi: 10.1016/S0140-6736(07)61050-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Guariguata, L., Whiting, D. R., Hambleton, I., Beagley, J., Linnenkamp, U., and Shaw, J. E. (2014). Global estimates of diabetes prevalence for 2013 and projections for 2035. Diabetes Res. Clin. Pract. 103, 137–149. doi: 10.1016/j.diabres.2013.11.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Hadigan, C., and Kattakuzhy, S. (2014). Diabetes mellitus type 2 and abnormal glucose metabolism in the setting of human immunodeficiency virus. Endocrinol. Metab. Clin. North Am. 43, 685–696. doi: 10.1016/j.ecl.2014.05.003

PubMed Abstract | CrossRef Full Text

Hanahan, D., and Weinberg, R. A. (2011). Hallmarks of cancer: the next generation. Cell 144, 646–674. doi: 10.1016/j.cell.2011.02.013

PubMed Abstract | CrossRef Full Text | Google Scholar

Hanson, C. M., Eckert, L., Bloem, P., and Cernuschi, T. (2015). Gavi HPV programs: application to implementation. Vaccines 3, 408–419. doi: 10.3390/vaccines3020408

PubMed Abstract | CrossRef Full Text | Google Scholar

Hassan, M. M., Hwang, L. Y., Hatten, C. J., Swaim, M., Li, D., Abbruzzese, J. L., et al. (2002). Risk factors for hepatocellular carcinoma: synergism of alcohol with viral hepatitis and diabetes mellitus. Hepatology 36, 1206–1213. doi: 10.1053/jhep.2002.36780

PubMed Abstract | CrossRef Full Text | Google Scholar

Hasse, B., Ledergerber, B., Furrer, H., Battegay, M., Hirschel, B., Cavassini, M., et al. (2011). Morbidity and aging in HIV-infected persons: the Swiss HIV cohort study. Clin. Infect. Dis. 53, 1130–1139. doi: 10.1093/cid/cir626

PubMed Abstract | CrossRef Full Text | Google Scholar

Hjartaker, A., Langseth, H., and Weiderpass, E. (2008). Obesity and diabetes epidemics: cancer repercussions. Adv. Exp. Med. Biol. 630, 72–93. doi: 10.1007/978-0-387-78818-0_6

CrossRef Full Text | Google Scholar

Honjo, S., Srivatanakul, P., Sriplung, H., Kikukawa, H., Hanai, S., Uchida, K., et al. (2005). Genetic and environmental determinants of risk for cholangiocarcinoma via Opisthorchis viverrini in a densely infested area in Nakhon Phanom, northeast Thailand. Int. J. Cancer 117, 854–860. doi: 10.1002/ijc.21146

PubMed Abstract | CrossRef Full Text | Google Scholar

Houben, R., Shuda, M., Weinkam, R., Schrama, D., Feng, H., Chang, Y., et al. (2010). Merkel cell polyomavirus-infected Merkel cell carcinoma cells require expression of viral T antigens. J. Virol. 84, 7064–7072. doi: 10.1128/JVI.02400-09

PubMed Abstract | CrossRef Full Text | Google Scholar

Howard, A. A., Hoover, D. R., Anastos, K., Wu, X., Shi, Q., Strickler, H. D., et al. (2010). The effects of opiate use and hepatitis C virus infection on risk of diabetes mellitus in the Women’s Interagency HIV Study. J. Acquir. Immune Defic. Syndr. 54, 152–159. doi: 10.1097/QAI.0b013e3181d0c911

PubMed Abstract | CrossRef Full Text | Google Scholar

Hu, F. B. (2011). Globalization of diabetes: the role of diet, lifestyle, and genes. Diabetes Care 34, 1249–1257. doi: 10.2337/dc11-0442

PubMed Abstract | CrossRef Full Text | Google Scholar

International Agency for Research on Cancer Working Group (1994). Infection with liver flukes (Opisthorchis viverrini, Opisthorchis felineus and Clonorchis sinensis). IARC Monogr. Eval. Carcinog. Risks Hum. 61, 121–175.

PubMed Abstract | Google Scholar

International Collaboration on HIV and Cancer (2000). Highly active antiretroviral therapy and incidence of cancer in human immunodeficiency virus-infected adults. J. Natl. Cancer Inst. 92, 1823–1830. doi: 10.1093/jnci/92.22.1823

CrossRef Full Text | Google Scholar

Kalra, S., and Agrawal, N. (2013). Diabetes and HIV: current understanding and future perspectives. Curr. Diab. Rep. 13, 419–427. doi: 10.1007/s11892-013-0369-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Kasznicki, J., Sliwinska, A., and Drzewoski, J. (2014). Metformin in cancer prevention and therapy. Ann. Trans. Med. 2, 57. doi: 10.3978/j.issn.2305-5839.2014.06.01

PubMed Abstract | CrossRef Full Text | Google Scholar

Knowler, W. C., Barrett-Connor, E., Fowler, S. E., Hamman, R. F., Lachin, J. M., Walker, E. A., et al. (2002). Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N. Engl. J. Med. 346, 393–403. doi: 10.1056/NEJMoa012512

PubMed Abstract | CrossRef Full Text | Google Scholar

Kuper, H., Adami, H. O., and Trichopoulos, D. (2000). Infections as a major preventable cause of human cancer. J. Intern. Med. 248, 171–183. doi: 10.1046/j.1365-2796.2000.00742.x

CrossRef Full Text | Google Scholar

Lake, J. E., and Currier, J. S. (2013). Metabolic disease in HIV infection. Lancet Infect. Dis. 13, 964–975. doi: 10.1016/S1473-3099(13)70271-8

CrossRef Full Text | Google Scholar

Larsson, S. C., Mantzoros, C. S., and Wolk, A. (2007). Diabetes mellitus and risk of breast cancer: a meta-analysis. Int. J. Cancer 121, 856–862. doi: 10.1002/ijc.22717

PubMed Abstract | CrossRef Full Text | Google Scholar

Larsson, S. C., Orsini, N., and Wolk, A. (2005). Diabetes mellitus and risk of colorectal cancer: a meta-analysis. J. Natl. Cancer Inst. 97, 1679–1687. doi: 10.1093/jnci/dji375

PubMed Abstract | CrossRef Full Text | Google Scholar

Larsson, S. C., and Wolk, A. (2011). Diabetes mellitus and incidence of kidney cancer: a meta-analysis of cohort studies. Diabetologia 54, 1013–1018. doi: 10.1007/s00125-011-2051-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Levitt, N. S., Peer, N., Steyn, K., Lombard, C., Maartens, G., Lambert, E. V., et al. (2016). Increased risk of dysglycaemia in South Africans with HIV; especially those on protease inhibitors. Diabetes Res. Clin. Pract. 119, 41–47. doi: 10.1016/j.diabres.2016.03.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, G., Zhang, P., Wang, J., Gregg, E. W., Yang, W., Gong, Q., et al. (2008). The long-term effect of lifestyle interventions to prevent diabetes in the China Da Qing Diabetes Prevention Study: a 20-year follow-up study. Lancet 371, 1783–1789. doi: 10.1016/S0140-6736(08)60766-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Lindstrom, J., Ilanne-Parikka, P., Peltonen, M., Aunola, S., Eriksson, J. G., Hemio, K., et al. (2006). Sustained reduction in the incidence of type 2 diabetes by lifestyle intervention: follow-up of the finnish diabetes prevention study. Lancet 368, 1673–1679. doi: 10.1016/S0140-6736(06)69701-8

CrossRef Full Text | Google Scholar

Lo Re, V. III., Kallan, M. J., Tate, J. P., Localio, A. R., Lim, J. K., Goetz, M. B., et al. (2014). Hepatic decompensation in antiretroviral-treated patients co-infected with HIV and hepatitis C virus compared with hepatitis C virus-monoinfected patients: a cohort study. Ann. Intern. Med. 160, 369–379. doi: 10.7326/m13-1829

PubMed Abstract | CrossRef Full Text | Google Scholar

Maartens, G., Celum, C., and Lewin, S. R. (2014). HIV infection: epidemiology, pathogenesis, treatment, and prevention. Lancet 384, 258–271. doi: 10.1016/S0140-6736(14)60164-1

CrossRef Full Text | Google Scholar

Malik, V. S., Popkin, B. M., Bray, G. A., Despres, J. P., Willett, W. C., and Hu, F. B. (2010). Sugar-sweetened beverages and risk of metabolic syndrome and type 2 diabetes: a meta-analysis. Diabetes Care 33, 2477–2483. doi: 10.2337/dc10-1079

PubMed Abstract | CrossRef Full Text | Google Scholar

Manna, P., and Jain, S. K. (2015). Obesity, oxidative stress, adipose tissue dysfunction, and the associated health risks: causes and therapeutic strategies. Metab. Syndr. Relat. Disord. 13, 423–444. doi: 10.1089/met.2015.0095

PubMed Abstract | CrossRef Full Text | Google Scholar

Marks, M. A., Rabkin, C. S., Engels, E. A., Busch, E., Kopp, W., Rager, H., et al. (2013). Markers of microbial translocation and risk of AIDS-related lymphoma. AIDS 27, 469–474. doi: 10.1097/QAD.0b013e32835c1333

PubMed Abstract | CrossRef Full Text | Google Scholar

McLaughlin-Drubin, M. E., and Munger, K. (2008). Viruses associated with human cancer. Biochim. Biophys. Acta 1782, 127–150. doi: 10.1016/j.bbadis.2007.12.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Merchante, N., Rivero, A., de Los Santos-Gil, I., Merino, D., Marquez, M., Lopez-Ruz, M. A., et al. (2009). Insulin resistance is associated with liver stiffness in HIV/HCV co-infected patients. Gut 58, 1654–1660. doi: 10.1136/gut.2009.179085

PubMed Abstract | CrossRef Full Text | Google Scholar

Mesri, E. A., Cesarman, E., and Boshoff, C. (2010). Kaposi’s sarcoma and its associated herpesvirus. Nat. Rev. Cancer 10, 707–719. doi: 10.1038/nrc2888

PubMed Abstract | CrossRef Full Text | Google Scholar

Mesri, E. A., Feitelson, M. A., and Munger, K. (2014). Human viral oncogenesis: a cancer hallmarks analysis. Cell Host Microbe 15, 266–282. doi: 10.1016/j.chom.2014.02.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Meyerhardt, J. A., Catalano, P. J., Haller, D. G., Mayer, R. J., Macdonald, J. S., Benson, A. B., et al. (2003). Impact of diabetes mellitus on outcomes in patients with colon cancer. J. Clin. Oncol. 21, 433–440. doi: 10.1200/jco.2003.07.125

PubMed Abstract | CrossRef Full Text | Google Scholar

Mocroft, A., Kirk, O., Clumeck, N., Gargalianos-Kakolyris, P., Trocha, H., Chentsova, N., et al. (2004). The changing pattern of Kaposi sarcoma in patients with HIV, 1994-2003: the EuroSIDA Study. Cancer 100, 2644–2654. doi: 10.1002/cncr.20309

PubMed Abstract | CrossRef Full Text | Google Scholar

Nduka, C. U., Stranges, S., Kimani, P. K., Sarki, A. M., and Uthman, O. A. (2017). Is there sufficient evidence for a causal association between antiretroviral therapy and diabetes in HIV-infected patients? A meta-analysis. Diabetes Metab. Res. Rev. 33:e2902. doi: 10.1002/dmrr.2902

PubMed Abstract | CrossRef Full Text | Google Scholar

Nguyen, H. Q., Magaret, A. S., Kitahata, M. M., Van Rompaey, S. E., Wald, A., and Casper, C. (2008). Persistent Kaposi sarcoma in the era of highly active antiretroviral therapy: characterizing the predictors of clinical response. AIDS 22, 937–945. doi: 10.1097/QAD.0b013e3282ff6275

PubMed Abstract | CrossRef Full Text

Nikolopoulos, G. K., Paraskevis, D., Hatzitheodorou, E., Moschidis, Z., Sypsa, V., Zavitsanos, X., et al. (2009). Impact of hepatitis B virus infection on the progression of AIDS and mortality in HIV-infected individuals: a cohort study and meta-analysis. Clin. Infect. Dis. 48, 1763–1771. doi: 10.1086/599110

PubMed Abstract | CrossRef Full Text | Google Scholar

Nomura, A., Stemmermann, G. N., Chyou, P. H., Kato, I., Perez-Perez, G. I., and Blaser, M. J. (1991). Helicobacter pylori infection and gastric carcinoma among Japanese Americans in Hawaii. N. Engl. J. Med. 325, 1132–1136. doi: 10.1056/nejm199110173251604

PubMed Abstract | CrossRef Full Text | Google Scholar

Oliver, N. T., Hartman, C. M., Kramer, J. R., and Chiao, E. Y. (2016). Statin drugs decrease progression to cirrhosis in HIV/hepatitis C virus coinfected individuals. AIDS 30, 2469–2476. doi: 10.1097/qad.0000000000001219

PubMed Abstract | CrossRef Full Text | Google Scholar

Paich, H. A., Sheridan, P. A., Handy, J., Karlsson, E. A., Schultz-Cherry, S., Hudgens, M. G., et al. (2013). Overweight and obese adult humans have a defective cellular immune response to pandemic H1N1 influenza A virus. Obesity 21, 2377–2386. doi: 10.1002/oby.20383

PubMed Abstract | CrossRef Full Text | Google Scholar

Palmisano, L., and Vella, S. (2011). A brief history of antiretroviral therapy of HIV infection: success and challenges. Ann. Ist. Super. Sanita 47, 44–48. doi: 10.4415/ANN_11_01_10

PubMed Abstract | CrossRef Full Text | Google Scholar

Park, J. S., Kim, E. J., Kwon, H. J., Hwang, E. S., Namkoong, S. E., and Um, S. J. (2000). Inactivation of interferon regulatory factor-1 tumor suppressor protein by HPV E7 oncoprotein. Implication for the E7-mediated immune evasion mechanism in cervical carcinogenesis. J. Biol. Chem. 275, 6764–6769. doi: 10.1074/jbc.275.10.6764

PubMed Abstract | CrossRef Full Text | Google Scholar

Parkin, D. M. (2006). The global health burden of infection-associated cancers in the year 2002. Int. J. Cancer 118, 3030–3044. doi: 10.1002/ijc.21731

PubMed Abstract | CrossRef Full Text | Google Scholar

Parkin, D. M., Bray, F., Ferlay, J., and Pisani, P. (2005). Global cancer statistics, 2002. CA Cancer J. Clin. 55, 74–108. doi: 10.3322/canjclin.55.2.74

CrossRef Full Text | Google Scholar

Parkin, D. M., Nambooze, S., Wabwire-Mangen, F., and Wabinga, H. R. (2010). Changing cancer incidence in Kampala, Uganda, 1991-2006. Int. J. Cancer 126, 1187–1195. doi: 10.1002/ijc.24838

PubMed Abstract | CrossRef Full Text | Google Scholar

Parsonnet, J., Friedman, G. D., Vandersteen, D. P., Chang, Y., Vogelman, J. H., Orentreich, N., et al. (1991). Helicobacter pylori infection and the risk of gastric carcinoma. N. Engl. J. Med. 325, 1127–1131. doi: 10.1056/nejm199110173251603

PubMed Abstract | CrossRef Full Text | Google Scholar

Pisani, P., Parkin, D. M., Munoz, N., and Ferlay, J. (1997). Cancer and infection: estimates of the attributable fraction in 1990. Cancer Epidemiol. Biomarkers Prev. 6, 387–400.

Google Scholar

Plummer, M., de Martel, C., Vignat, J., Ferlay, J., Bray, F., and Franceschi, S. (2016). Global burden of cancers attributable to infections in 2012: a synthetic analysis. Lancet Glob. Health 4, e609–e616. doi: 10.1016/S2214-109X(16)30143-7

CrossRef Full Text | Google Scholar

Plummer, M., Franceschi, S., Vignat, J., Forman, D., and de Martel, C. (2015). Global burden of gastric cancer attributable to Helicobacter pylori. Int. J. Cancer 136, 487–490. doi: 10.1002/ijc.28999

PubMed Abstract | CrossRef Full Text | Google Scholar

Ramachandran, A., Snehalatha, C., Mary, S., Mukesh, B., Bhaskar, A. D., Vijay, V., et al. (2006). The Indian diabetes prevention programme shows that lifestyle modification and metformin prevent type 2 diabetes in Asian Indian subjects with impaired glucose tolerance (IDPP-1). Diabetologia 49, 289–297. doi: 10.1007/s00125-005-0097-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Ronco, L. V., Karpova, A. Y., Vidal, M., and Howley, P. M. (1998). Human papillomavirus 16 E6 oncoprotein binds to interferon regulatory factor-3 and inhibits its transcriptional activity. Genes Dev. 12, 2061–2072. doi: 10.1101/gad.12.13.2061

PubMed Abstract | CrossRef Full Text | Google Scholar

Salmon, D., Bani-Sadr, F., Loko, M. A., Stitou, H., Gervais, A., Durant, J., et al. (2012). Insulin resistance is associated with a higher risk of hepatocellular carcinoma in cirrhotic HIV/HCV-co-infected patients: results from ANRS CO13 HEPAVIH. J. Hepatol. 56, 862–868. doi: 10.1016/j.jhep.2011.11.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Samaras, K. (2009). Prevalence and pathogenesis of diabetes mellitus in HIV-1 infection treated with combined antiretroviral therapy. J. Acquir. Immune Defic. Syndr. 50, 499–505. doi: 10.1097/QAI.0b013e31819c291b

PubMed Abstract | CrossRef Full Text | Google Scholar

Sasco, A. J., Jaquet, A., Boidin, E., Ekouevi, D. K., Thouillot, F., Lemabec, T., et al. (2010). The challenge of AIDS-related malignancies in sub-Saharan Africa. PLOS ONE 5:e8621. doi: 10.1371/journal.pone.0008621

PubMed Abstract | CrossRef Full Text | Google Scholar

Schäfer, G., Blumenthal, M. J., and Katz, A. A. (2015). Interaction of human tumor viruses with host cell surface receptors and cell entry. Viruses 7, 2592–2617. doi: 10.3390/v7052592

PubMed Abstract | CrossRef Full Text | Google Scholar

Shu, C. J., Benoist, C., and Mathis, D. (2012). The immune system’s involvement in obesity-driven type 2 diabetes. Semin. Immunol. 24, 436–442. doi: 10.1016/j.smim.2012.12.001

PubMed Abstract | CrossRef Full Text | Google Scholar

Smit, M., Brinkman, K., Geerlings, S., Smit, C., Thyagarajan, K., Sighem, A., et al. (2015). Future challenges for clinical care of an ageing population infected with HIV: a modelling study. Lancet Infect. Dis. 15, 810–818. doi: 10.1016/S1473-3099(15)00056-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Strickler, H. D., Burk, R. D., Fazzari, M., Anastos, K., Minkoff, H., Massad, L. S., et al. (2005). Natural history and possible reactivation of human papillomavirus in human immunodeficiency virus-positive women. J. Natl. Cancer Inst. 97, 577–586. doi: 10.1093/jnci/dji073

PubMed Abstract | CrossRef Full Text | Google Scholar

Sylla, B. S., and Wild, C. P. (2012). A million africans a year dying from cancer by 2030: what can cancer research and control offer to the continent? Int. J. Cancer 130, 245–250. doi: 10.1002/ijc.26333

PubMed Abstract | CrossRef Full Text | Google Scholar

Tien, P. C., Schneider, M. F., Cole, S. R., Levine, A. M., Cohen, M., DeHovitz, J., et al. (2007). Antiretroviral therapy exposure and incidence of diabetes mellitus in the Women’s interagency HIV study. AIDS 21, 1739–1745. doi: 10.1097/QAD.0b013e32827038d0

PubMed Abstract | CrossRef Full Text | Google Scholar

Tobian, A. A., Kacker, S., and Quinn, T. C. (2014). Male circumcision: a globally relevant but under-utilized method for the prevention of HIV and other sexually transmitted infections. Annu. Rev. Med. 65, 293–306. doi: 10.1146/annurev-med-092412-090539

PubMed Abstract | CrossRef Full Text | Google Scholar

Torre, L. A., Bray, F., Siegel, R. L., Ferlay, J., Lortet-Tieulent, J., and Jemal, A. (2015). Global cancer statistics, 2012. CA Cancer J. Clin. 65, 87–108. doi: 10.3322/caac.21262

PubMed Abstract | CrossRef Full Text | Google Scholar

Turturro, F., Friday, E., and Welbourne, T. (2007). Hyperglycemia regulates thioredoxin-ROS activity through induction of thioredoxin-interacting protein (TXNIP) in metastatic breast cancer-derived cells MDA-MB-231. BMC Cancer 7:96. doi: 10.1186/1471-2407-7-96

PubMed Abstract | CrossRef Full Text | Google Scholar

van Kruijsdijk, R. C., van der Wall, E., and Visseren, F. L. (2009). Obesity and cancer: the role of dysfunctional adipose tissue. Cancer Epidemiol. Biomarkers Prev. 18, 2569–2578. doi: 10.1158/1055-9965.epi-09-0372

PubMed Abstract | CrossRef Full Text | Google Scholar

Vander Heiden, M. G., Cantley, L. C., and Thompson, C. B. (2009). Understanding the Warburg effect: the metabolic requirements of cell proliferation. Science 324, 1029–1033. doi: 10.1126/science.1160809

PubMed Abstract | CrossRef Full Text | Google Scholar

Vigneri, R., Goldfine, I. D., and Frittitta, L. (2016). Insulin, insulin receptors, and cancer. J. Endocrinol. Invest. 39, 1365–1376. doi: 10.1007/s40618-016-0508-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Vincent, T. L., and Gatenby, R. A. (2008). An evolutionary model for initiation, promotion, and progression in carcinogenesis. Int. J. Oncol. 32, 729–737.

PubMed Abstract | Google Scholar

Vorster, H. H., Kruger, A., Wentzel-Viljoen, E., Kruger, H. S., and Margetts, B. M. (2014). Added sugar intake in South Africa: findings from the adult prospective Urban and rural epidemiology cohort study. Am. J. Clin. Nutr. 99, 1479–1486. doi: 10.3945/ajcn.113.069005

PubMed Abstract | CrossRef Full Text | Google Scholar

Wahome, E., Ngetsa, C., Mwambi, J., Gelderblom, H. C., Manyonyi, G. O., Micheni, M., et al. (2017). Hepatitis B virus incidence and risk factors among human immunodeficiency virus-1 negative men who have sex with men in Kenya. Open Forum Infect. Dis. 4:ofw253. doi: 10.1093/ofid/ofw253

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, C., Wang, X., Gong, G., Ben, Q., Qiu, W., Chen, Y., et al. (2012). Increased risk of hepatocellular carcinoma in patients with diabetes mellitus: a systematic review and meta-analysis of cohort studies. Int. J. Cancer 130, 1639–1648. doi: 10.1002/ijc.26165

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, F., Meng, W., Wang, B., and Qiao, L. (2014). Helicobacter pylori-induced gastric inflammation and gastric cancer. Cancer Lett. 345, 196–202. doi: 10.1016/j.canlet.2013.08.016

PubMed Abstract | CrossRef Full Text | Google Scholar

Wild, S., Roglic, G., Green, A., Sicree, R., and King, H. (2004). Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 27, 1047–1053. doi: 10.2337/diacare.27.5.1047

CrossRef Full Text | Google Scholar

Woodman, C. B., Collins, S. I., and Young, L. S. (2007). The natural history of cervical HPV infection: unresolved issues. Nat. Rev. Cancer 7, 11–22. doi: 10.1038/nrc2050

PubMed Abstract | CrossRef Full Text | Google Scholar

Working Group on the Evaluation of Carcinogenic Risks to Humans [IARC] (2012). Biological agents. Volume 100 B. A review of human carcinogens. IARC Monogr. Eval. Carcinog Risks Hum. 100(Pt B), 1–441.

PubMed Abstract

Xia, C., Chen, R., Chen, J., Qi, Q., Pan, Y., Du, L., et al. (2017). Combining metformin and nelfinavir exhibits synergistic effects against the growth of human cervical cancer cells and xenograft in nude mice. Sci. Rep. 7:43373. doi: 10.1038/srep43373

PubMed Abstract | CrossRef Full Text | Google Scholar

Zaccardi, F., Webb, D. R., Yates, T., and Davies, M. J. (2016). Pathophysiology of type 1 and type 2 diabetes mellitus: a 90-year perspective. Postgrad. Med. J. 92, 63–69. doi: 10.1136/postgradmedj-2015-133281

PubMed Abstract | CrossRef Full Text | Google Scholar

Zaidi, J., Grapsa, E., Tanser, F., Newell, M. L., and Barnighausen, T. (2013). Dramatic increase in HIV prevalence after scale-up of antiretroviral treatment. AIDS 27, 2301–2305. doi: 10.1097/QAD.0b013e328362e832

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: type 2 diabetes, pathogen-associated cancers, HIV/AIDS, HPV, KSHV, low- and middle-income countries, sub-Saharan Africa

Citation: Blumenthal MJ, Ujma S, Katz AA and Schäfer G (2017) The Role of Type 2 Diabetes for the Development of Pathogen-Associated Cancers in the Face of the HIV/AIDS Epidemic. Front. Microbiol. 8:2368. doi: 10.3389/fmicb.2017.02368

Received: 23 July 2017; Accepted: 16 November 2017;
Published: 29 November 2017.

Edited by:

Marina I. Arleevskaya, Kazan State Medical Academy, Russia

Reviewed by:

Brian James Morris, University of Sydney, Australia
Rosario Le Moli, Università degli Studi di Catania, Italy

Copyright © 2017 Blumenthal, Ujma, Katz and Schäfer. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Georgia Schäfer, georgia.schafer@uct.ac.za

These authors have contributed equally to this work.

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.