Literature DB >> 34137158

Overcoming the senescence-associated secretory phenotype (SASP): a complex mechanism of resistance in the treatment of cancer.

Cecilia R Chambers1,2, Shona Ritchie1,2, Brooke A Pereira1,2, Paul Timpson1,2.   

Abstract

Senescence is a cellular state in which cells undergo persistent cell cycle arrest in response to nonlethal stress. In the treatment of cancer, senescence induction is a potent method of suppressing tumour cell proliferation. In spite of this, senescent cancer cells and adjacent nontransformed cells of the tumour microenvironment can remain metabolically active, resulting in paradoxical secretion of pro-inflammatory factors, collectively termed the senescence-associated secretory phenotype (SASP). The SASP plays a critical role in tumorigenesis, affecting numerous processes including invasion, metastasis, epithelial-to-mesenchymal transition (EMT) induction, therapy resistance and immunosuppression. With increasing evidence, it is becoming clear that cell type, tissue of origin and the primary cellular stressor are key determinants in how the SASP will influence tumour development and progression, including whether it will be pro- or antitumorigenic. In this review, we will focus on recent evidence regarding therapy-induced senescence (TIS) from anticancer agents, including chemotherapy, radiation, immunotherapy, and targeted therapies, and how each therapy can trigger the SASP, which in turn influences treatment efficacy. We will also discuss novel pharmacological manipulation of senescent cancer cells and the SASP, which offers an exciting and contemporary approach to cancer therapeutics. With future research, these adjuvant options may help to mitigate many of the negative side effects and protumorigenic roles that are currently associated with TIS in cancer.
© 2021 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.

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Keywords:  cancer; cellular senescence; senescence-associated secretory phenotype; therapy-induced senescence

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Year:  2021        PMID: 34137158      PMCID: PMC8637570          DOI: 10.1002/1878-0261.13042

Source DB:  PubMed          Journal:  Mol Oncol        ISSN: 1574-7891            Impact factor:   6.603


ADAM (a disintegrin and metalloproteinase) metallopeptidase domain 17 activated leukocyte cell adhesion molecule anaplastic lymphoma kinase 5' AMP‐activated protein kinase ataxia telangiectasia mutated B‐cell lymphoma 2 bromodomain and extraterminal protein inhibitors Bcl‐2 homology 3 B lymphoma Mo‐MLV insertion region 1 homolog v‐raf murine sarcoma viral oncogene homolog B1 chimeric antigen receptor T cells cell division cycle kinase 7 cyclin‐dependent kinases CCAAT/enhancer‐binding protein checkpoint kinase 2 cancer stem cells deoxycholic acid dendritic cells DNA damage response diffuse intrinsic pontine glioma deoxyribonucleic acid doxorubicin epidermal growth factor/receptor epithelial‐to‐mesenchymal transition epithelial ovarian cancer extracellular vesicles fructose‐1,6‐bisphosphatase fibroblast growth factor/receptor ganciclovir granulocyte‐macrophage colony‐stimulating factor substitution mutation of lysine for methionine at position 27 in histone H3 hepatocellular carcinoma hepatocyte growth factor high‐grade serous carcinoma head and neck squamous cell carcinoma hepatic stellate cells interleukins inositol‐requiring enzyme 1 Janus kinase/signal transducer and activator of transcription macrophage colony‐stimulating factor matrix metalloproteinase mammalian target of rapamycin nicotinamide phosphoribosyltransferase NFκB‐driven SASP nuclear factor kappa‐light‐chain‐enhancer of activated B cells natural killer (cells) p38 mitogen‐activated protein kinase poly(ADP‐ribose) polymerase p53‐driven SASP programmed cell death protein 1 platelet‐derived growth factor subunit A/B polypyrimidine tract‐binding protein 1 phosphatase and tensin homolog polyomavirus middle T antigen quality of life retinoblastoma ribonucleic acid Rho‐associated coiled‐coil containing kinases reactive oxygen species senescence‐associated secretory phenotype single‐cell RNA sequencing short interfering RNA transforming growth factor beta tissue inhibitor of metalloproteinase 1 therapy‐induced senescence tumour microenvironment triple‐negative breast cancer topoisomerase I TOP1‐DNA cleavage complexes urokinase‐type plasminogen activator receptor vascular growth factor/receptor

Introduction

Cellular senescence is an important mechanism that has evolved to protect tissues from dangerous overproliferation of cells and therefore plays a tumour‐suppressive role [1]. In malignancy, cancer cells begin to proliferate uncontrollably, and somatic mutations are acquired at a greater frequency than in normal tissue [2]. Therefore, in many circumstances, cellular senescence is a protective process that safeguards the tissue from the development of cancer by permanently halting the cell cycle, inhibiting proliferation and preventing the propagation of deleterious genetic mutations. For this reason, anticancer therapies often aim to impede cancer progression by inducing cell cycle arrest [3]. Despite this concept being initially advantageous in reducing tumour burden, a key setback in overall patient outcome is the eventual therapy resistance and/or relapse that many patients endure. Although targeted cancer cells have stopped proliferating, senescent cells remain metabolically active and can have the unintended side effect of developing an altered cellular secretome, which is associated with local inflammation, extracellular changes and increased growth factor activity [4]. These secretions, collectively known as the senescence‐associated secretory phenotype (SASP), are a dynamic, cell type‐dependent phenomenon where senescent cells secrete high levels of cytokines, chemokines, proteases, growth factors and extracellular vesicles (EVs), all of which are typically pro‐inflammatory. This response is due to a persistent cellular stressor that can elicit a DNA damage response (DDR), which can be induced in both cancer cells and nontransformed cells of the tumour microenvironment (TME) [5] and can be both pro‐ or antitumorigenic. For example, the SASP can promote epithelial–mesenchymal transition (EMT) initiation [6, 7], stemness induction [8, 9], local tissue invasion [10], angiogenesis [11], activation of fibroblasts [12], immunosuppression [13, 14], enhanced metastasis [15] and therapy resistance [16, 17, 18, 19] (Fig. 1, see red arrows). Conversely, the SASP has also been shown to aid chemotherapy delivery [20] as well as enhance clearing of senescent cancer cells via recruitment of immune cells such as natural killer (NK) cells, macrophages and cytotoxic T cells [13, 21, 22, 23, 24], therefore impeding tumour progression (Fig. 1, see green arrows).
Fig. 1

Senescence‐associated secretory phenotype (SASP) exhibits both tumour‐promoting and tumour‐suppressing roles. Senescent cells secrete a number of factors. including growth factors, MMPs, interleukins, chemokines and cytokines, which can play many complex roles in the tumour microenvironment (TME). The red arrows highlight tumour‐promoting roles, including increases in epithelial‐to‐mesenchymal (EMT) initiation, cancer cell stemness, invasion and metastasis, angiogenesis, immunosuppression, fibroblast activation and therapy resistance. The green arrows highlight tumour‐suppressive roles of SASP, including cell cycle arrest and an increase in immune surveillance resulting in improved cancer cell clearing by the immune system.

Senescence‐associated secretory phenotype (SASP) exhibits both tumour‐promoting and tumour‐suppressing roles. Senescent cells secrete a number of factors. including growth factors, MMPs, interleukins, chemokines and cytokines, which can play many complex roles in the tumour microenvironment (TME). The red arrows highlight tumour‐promoting roles, including increases in epithelial‐to‐mesenchymal (EMT) initiation, cancer cell stemness, invasion and metastasis, angiogenesis, immunosuppression, fibroblast activation and therapy resistance. The green arrows highlight tumour‐suppressive roles of SASP, including cell cycle arrest and an increase in immune surveillance resulting in improved cancer cell clearing by the immune system. Due to cancer therapeutics generally being administered systemically, a problem arises when surrounding nontransformed cells become senesced as a response to the cytotoxic agent. As a result, an accumulation of senescent cells can cause the onset of secondary disease such as fibrosis‐driven disorders, cardiothoracic diseases and neurodegenerative disease [25]. The SASP can be further reinforced via autocrine signalling [26, 27], while also spreading to adjacent cells and tissues in a long‐range paracrine manner [28], including via EVs [29]. Recently, there have been attempts to eliminate SASP‐expressing cells to enhance anticancer therapies by using senescence‐targeting drugs (known as ‘senolytics’ or ‘senostatics’), which hold some promise for overcoming this diverse and complex resistance mechanism. Here, we will describe the latest discoveries in the context of therapy‐induced senescence (TIS) and the SASP, and its dynamic role in both promoting and mitigating tumour development and progression.

Diversity of SASP induction

Senescence can occur from several sources of cellular stressors, including genomic or telomeric injury, epigenomic disturbances, oxidative stress and changes to oncogene or tumour suppressor expression [30]. These processes can activate the tumour suppressor pathways p53 and retinoblastoma (Rb), which can then cause increased p16INK4A expression, triggering cell cycle arrest [31]. Several downstream pathways involved in DNA damage, cell cycle arrest and inflammation can then become activated, inducing the SASP in these cells. These pathways include ATM [32], CHK2 [33], p38 MAPK [34, 35], CCAAT/enhancer‐binding proteins (C/EBP) [27], NFκB [21], mTOR [36] and JAK‐STAT signalling [37], which have been summarised extensively by Faget, Ren [31]. However, senescence can also be triggered by direct overexpression of p16INK4A, which does not produce an inflammatory SASP (normally mediated by NFκB), for reasons that are still being elucidated [38, 39, 40]. Due to the diverse nature of secreted factors and involvement of several prominent transcriptional pathways, biomarkers for SASP‐expressing cells have been difficult to identify [41]. Despite this, a recent study was able to identify 55 genes aligned with a common ‘senescence‐associated’ signature, albeit with high levels of transcriptional heterogeneity between senescent cell types [41]. In general, the SASP is considered highly cell type‐dependent and diverse in secreted factors; however, there are several SASP markers that are shared by most SASP‐expressing cells. These markers include (but are not limited to) growth factors (vascular endothelial growth factor (VEGF), platelet‐derived growth factor (PDGF), hepatocyte growth factor (HGF)), interleukins (IL‐1α, IL‐6, IL‐8, IL‐10, IL‐13, IL‐15), matrix metalloproteinases (MMP3, MMP9) and cytokines/chemokines (CXCL1, CXCL2, CXCL5, CXCL11, CXCL12, CCL2, CCL20); however, it is important to note that none of these markers are truly specific to the phenotype alone [31]. That is, these cellular secretions often overlap with common markers of cell type or cellular activation, as well as inflammation and proliferation [31]. Efforts are now being made to further profile the SASP of different cells by characterising the specific factors being secreted in order to develop better biomarkers. For example, Basisty et al. (2020) have recently developed the ‘SASP Atlas’, which is the first proteomic‐based database for soluble SASP‐related factors and SASP factors contained in exosomal cargo [42]. This resource offers insight into the diversity of the SASP secreted factors, which is dependent on both stressor that induces the SASP and also cell type [42]. Therefore, it is important to consider that the specific features of the SASP are determined not only by the senescent cell type and tissue, but also by what caused senescence to occur. Interestingly, recent work has highlighted that alterations in cellular metabolism may play a central role in SASP activation, thereby promoting cancer development and progression. For example, Yoshimoto and colleagues (2013) showed that obesity can induce the SASP in hepatic stellate cells (HSCs) via increased levels of deoxycholic acid (DCA), a metabolite that can cause DNA damage [43]. These SASP‐expressing HSCs then produced increased levels of inflammatory cytokines, enhancing the development of carcinogen‐stimulated hepatocellular carcinoma (HCC) in mice [43]. More recently, Li et al. (2020) reported that hepatocyte‐specific deletion of fructose‐bisphosphatase 1 (FBP1), a rate‐limiting enzyme in the process of gluconeogenesis, results in a fatty liver as well as activation of HSCs, which exhibit the SASP [44]. When treated with drugs that can kill senescent cells, such as dasatinib or ABT‐263, this effect was reversed, highlighting FBP1 as a potential novel liver cancer tumour suppressor [44]. Similarly, a preclinical study by Dorr et al. (2013) reported that senescent lymphomas were shown to utilise glucose at a much higher rate due to the presence of the SASP [45]. In this study, the senescent cells relied heavily on glucose utilisation as a response to cope with the macromolecular stress induced by the SASP [45]. When glucose utilisation was inhibited, tumours regressed more successfully following chemotherapy treatment [45]. Moreover, it has been shown that a high level of nicotinamide phosphoribosyltransferase (NAMPT), a rate‐limiting enzyme in the NAD+ pathway, can determine the strength of the pro‐inflammatory SASP [46]. This study by Nacarelli et al. (2019) showed that a high NAD+/NADH ratio could regulate AMPK signalling and downstream NFκB signalling [46]. This, in turn, could increase the strength of the pro‐inflammatory SASP, thereby enhancing mitochondrial respiration and glycolytic processes [46]. Considering that NAMPT inhibitors are currently in clinical trials (reviewed in [47, 48]), this study offers further insight into how the molecular mechanisms of the SASP can be clinically targeted in the context of dysregulated cellular metabolism. Interestingly, there is also evidence that cancer cells have the ability to utilise unusual nutrient sources when in a senescent state. For example, Tonnessen‐Murray et al. (2019) reported that breast cancer cells rendered senescent with doxorubicin (Dox) treatment can completely engulf neighbouring cells via a phagocytosis‐like phenomenon to aid their survival [49]. This study highlights the resourcefulness of senesced cells, where they can exploit surrounding cells as a source of nutrients to survive during dormancy, allowing them to potentially relapse at a later stage. Overall, mainstream cancer treatment modalities such as chemotherapy, radiation, immunotherapy, and targeted therapies aim to kill cancer cells; however, sometimes only senescence is achieved. Activating cellular senescence has been shown to significantly modulate the cancer secretome via activation of a therapy‐induced SASP, which is discussed in detail below.

Chemotherapy and radiation induce the SASP

Chemotherapy and radiation are common systemic modalities for the treatment of cancer and therefore can trigger the SASP in both cancer cells and surrounding TME cells [4]. Both treatments aim to cause catastrophic DNA damage, leading to a DDR, which can cause subsequent senescence and associated SASP. Logue et al. (2018), for example, reported that paclitaxel, a common chemotherapy for the treatment of triple‐negative breast cancer (TNBC), causes aberrant regulation of ER stress via enhanced inositol‐requiring enzyme 1 alpha (IRE1) RNAse activity [50]. This increase in IRE1 activity results in an increase in SASP‐associated factors such as IL‐6, IL‐8, CXCL1, granulocyte‐macrophage colony‐stimulating factor (GM‐CSF) and TGFβ2 [50]. When IRE1 RNAse activity was normalised, paclitaxel efficacy was enhanced in preclinical TNBC models, highlighting how the chemotherapy‐induced cancer cell secretome can drive tumour development and progression [50]. Furthermore, chemotherapy‐induced senescence and the resulting SASP can drive the expansion of cancer stem cells (CSCs) from dormant senescent cells, which are critical for cancer relapse. For example, Wang et al. (2019) showed that IL‐6 secretion induced by platinum treatment causes enrichment of CSCs in the residual tumours of high‐grade serous carcinoma (HGSC) [51]. This phenomenon was also shown by Nacarelli et al. (2020) [9], building on their previous study [46], which highlighted NAMPT as a key regulator of the SASP. In epithelial ovarian cancer (EOC), Nacarelli and colleagues showed that platinum‐induced senescence‐associated CSCs could be suppressed by treatment with the NAMPT inhibitor FK866 [9] (Fig. 2, see purple box). A combination of FK866 and cisplatin inhibited the outgrowth and eventual relapse of EOC, improving overall survival in these mice. Similarly, Shen et al. (2019) reported that breast cancer cells treated with docetaxel or Dox produce abundant EVs containing miRNAs that stimulate CSC expansion via targeting of ONECUT2, a master regulator of cell fate [52].
Fig. 2

Key examples of therapy‐induced SASP. Many cancer therapy modalities induce senescence and associated SASP, and these can influence treatment efficacy in various ways. Chemotherapy (purple box): Nacarelli et al. (2020) showed that platinum‐based chemotherapy induces cellular senescence, which can promote the formation of cancer stem cells, eventually promoting tumour relapse [9]. Treatment with the NAMPT inhibitor FK866 suppressed these cancer stem cells, preventing outgrowth of cisplatin‐treated epithelial ovarian cancer cells. Radiation (green box): Laberge et al. (2015) showed that rapamycin (an mTOR inhibitor) prevented NFκB‐driven pro‐inflammatory SASP that is induced by radiation treatment of prostate cancer cells and fibroblasts, therefore inhibiting tumour progression [36]. Immunotherapy (blue box): Däbritz et al. (2016) used a CD20‐targeting monoclonal antibody to sensitise B‐cell lymphoma cells to senescence induction alongside chemotherapy [60]. This resulted in reinforcement of senescence and enhancement of immune cell action [60]. Targeted therapy (yellow box): Guan et al. (2017) showed that prolonged exposure to palbociclib, a CDK4/6 inhibitor (CDK4/6i), could induce senescence in normal fibroblasts in a DNA damage‐independent mechanism [53]. These fibroblasts exhibited MDM2 destabilisation and sustained p21Cip1/Waf1 expression, which resulted in the promotion of melanoma growth and enhanced immunosuppression [53].

Key examples of therapy‐induced SASP. Many cancer therapy modalities induce senescence and associated SASP, and these can influence treatment efficacy in various ways. Chemotherapy (purple box): Nacarelli et al. (2020) showed that platinum‐based chemotherapy induces cellular senescence, which can promote the formation of cancer stem cells, eventually promoting tumour relapse [9]. Treatment with the NAMPT inhibitor FK866 suppressed these cancer stem cells, preventing outgrowth of cisplatin‐treated epithelial ovarian cancer cells. Radiation (green box): Laberge et al. (2015) showed that rapamycin (an mTOR inhibitor) prevented NFκB‐driven pro‐inflammatory SASP that is induced by radiation treatment of prostate cancer cells and fibroblasts, therefore inhibiting tumour progression [36]. Immunotherapy (blue box): Däbritz et al. (2016) used a CD20‐targeting monoclonal antibody to sensitise B‐cell lymphoma cells to senescence induction alongside chemotherapy [60]. This resulted in reinforcement of senescence and enhancement of immune cell action [60]. Targeted therapy (yellow box): Guan et al. (2017) showed that prolonged exposure to palbociclib, a CDK4/6 inhibitor (CDK4/6i), could induce senescence in normal fibroblasts in a DNA damage‐independent mechanism [53]. These fibroblasts exhibited MDM2 destabilisation and sustained p21Cip1/Waf1 expression, which resulted in the promotion of melanoma growth and enhanced immunosuppression [53]. Incidental senescence due to systemic treatments can foster a SASP‐rich TME, which can not only potentiate tumorigenesis [5, 27, 53], but can also generate a multitude of side effects in normal tissues. These alterations in adjacent nontransformed tissue can cause reduced therapeutic efficacy in the short term [16, 54, 55], while also impacting quality‐of‐life (QoL) parameters in the long term [56]. For example, development of chronic inflammation via signalling molecules such as IL‐1A, IL‐6, IL‐8, CCL2 and CXCL is common in cancer patients, and consequences of systemic chemotherapy delivery are similar to those seen in ageing populations, such as frailty and insulin resistance [25]. As many of these cytokines also closely overlap with the SASP, it is possible that TIS is partly responsible for these adverse QoL side effects. Supporting this, Demaria et al. (2017) showed that treatment with a range of chemotherapy drugs, such as paclitaxel, Dox, temozolomide and cisplatin, induced a SASP in stromal host cells [18]. In this study, the authors utilised a transgenic mouse model (p16‐3MR) where host senescent cells can be tracked using a reporter gene under control of the senescence‐sensitive p16INK4a promoter and additionally can also be eliminated by administering ganciclovir (GCV) [18]. They showed that chemotherapy‐induced senescence can promote cardiac dysfunction, bone marrow suppression, inflammation, frailty and fatigue, mirroring common side effects observed in human cancer patients when administered chemotherapy [18]. When these mice were orthotopically implanted with PyMT (polyoma middle tumour‐antigen) breast cancer cells and treated with Dox, those receiving the GCV dose to eliminate host senescent cells had significantly increased survival and decreased lung and liver metastases compared to Dox‐only controls, indicating that senescent host cells were pivotal to these protumorigenic processes [18]. Furthermore, Baar et al. (2017) showed that therapeutically targeting senescent cells in preclinical mouse models of Dox‐induced senescence can have the off‐target effect of improving liver function [57]. Strikingly, even after transcription and protein synthesis, anticancer treatments can influence SASP factor functionality. For example, the manipulation of the glycosylation state of secreted proteins has also been implicated in the chemotherapy‐induced secretome. In gastric cancer, Wu et al. (2016) identified that Dox‐ and vincristine‐resistant cancer cells secreted proteins which were uniquely glycosylated compared to parental lines using a glycosite enrichment mass spectrometry protocol [58]. These alterations in post‐translational modification add another layer of complexity to the characterisation of the chemotherapy‐induced secretome and could be used to better predict drug resistance in patients [58]. Other studies have also shown that reduction of senescent cells can potentially induce normalising effects on adjacent tissues and organs [57]. Although radiation therapy is generally a more targeted approach, it can still induce senescence in local adjacent cells, in addition to tumour cells. For example, Laberge et al. (2015) showed that multiple prostate and breast cancer lines, as well as fibroblasts, exhibit SASP after treatment with radiation [36] (Fig. 2, see green box). In this study, the authors showed that this was mTOR‐dependent, as treatment with rapamycin (an mTOR inhibitor) resulted in reduced cytokine levels, particularly those driven by NFκB signalling [36] (Fig. 2, see green box). Importantly, rapamycin inhibited prostate tumour growth in vivo via suppression of senescent fibroblasts (Fig. 2, see green box). Similarly, Sharma et al. (2016) reported that radiation exposure activates ADAM17 in non‐small cell lung cancer, resulting in the secretion of multiple SASP‐related factors, including ALCAM (activated leukocyte cell adhesion molecule) and amphiregulin, resulting in enhanced growth factor signalling and increased cytotoxicity in animal models [59]. Overall, having a more comprehensive understanding of SASP activation in chemotherapy‐ and radiation‐treated cancer cells and the TME will allow for the development of more tailored therapies, according to the patient’s response. If treatment can be precisely regulated to benefit not just survival, but also the patient’s treatment experience by reducing some of the extreme side effects as discussed, it will be beneficial for a wide‐reaching population of cancer patients.

The immunomodulatory roles of SASP in the context of immunotherapy

As immunotherapy is a relatively new modality in cancer treatment, few studies have investigated how senescence, and the associated SASP, is implicated in its therapeutic mechanisms. Nevertheless, there are a few indications that immunotherapy can drive TIS. For example, Däbritz et al. (2016) reported that rituximab, a CD20‐targeting monoclonal antibody, elevated intracellular reactive oxygen species (ROS) in B‐cell lymphoma, inducing and enhancing a SASP programme in these cells [60] (Fig. 2, see blue box). In this study, SASP was shown to sensitise these cells to the chemotherapy drugs Dox and vincristine, resulting in a pro‐inflammatory network that not only reinforced senescent behaviour, but also improved immune cell clearing [60] (Fig. 2, see blue box). As it stands, it is still unclear how prominent the SASP phenomenon is following immunotherapy as a stand‐alone treatment, with further research required. The majority of evidence in this area has focussed on targeting senescent cells induced by first‐line treatments, to then enhance the efficacy of immunotherapy. For example, Zhao et al. (2020) revealed that ovarian cancer cells exposed to cisplatin underwent a SASP that was dependent on topoisomerase 1‐DNA covalent cleavage complex (TOP1cc). Knockdown of HMGB2, which stabilises TOP1cc, resulted in decreased efficacy of anti‐PD‐1 blockade, suggesting that this signalling axis plays a key role in checkpoint efficacy [61]. Hao et al. (2020) then built upon these results by combining cisplatin with a topoisomerase 1 (TOP1) inhibitor, which promotes the formation of TOP1cc by sequestering the complex on the DNA. This combination therapy boosted the SASP, thereby sensitising the ovarian cells to anti‐PD‐1 treatment, which resulted in increased infiltration of activated T cells and dendritic cells (DCs) [62]. Furthermore, Jerby‐Arnon and colleagues (2018) used single‐cell RNA sequencing (sc‐RNAseq) to identify an anti‐PD‐1‐resistant population in melanoma [63]. From here, they found that CDK4/6 inhibition reversed this resistant phenotype by inducing components of SASP, therefore enhancing the effectiveness of checkpoint blockade [63]. It is important to note that, although SASP can be immunostimulatory in some cellular contexts, there are also many settings where SASP can instead drive an immunosuppressive phenotype. For example, in Pten‐null prostate tumours, activation of the JAK2/STAT3 signalling pathway promotes a senescent phenotype where secretion of pro‐inflammatory cytokines such as CXCL1/CXCL2, IL‐6 and macrophage colony‐stimulating factor (M‐CSF) recruits myeloid‐derived suppressor cells to the tumour site, thereby inhibiting effective cytotoxic T‐cell responses [37]. Combination of a JAK2 inhibitor with chemotherapy inhibited this SASP pro‐inflammatory network, increasing infiltration of T cells and decreasing tumour burden [37]. Interestingly, the immunosuppressive effects of the SASP are not only localised to the primary tumour. For example, Luo et al. (2016) reported that senescent osteoblasts secreting IL‐6 increased local bone resorption, thereby fostering a prometastatic niche in the bone of breast cancer patients, driving metastatic outgrowth [64]. This group later found that the IL‐6 secreted by senescent stromal cells can recruit myeloid‐derived suppressor cells, inhibiting effective antitumour T‐cell responses [14]. It is clear that, in settings where SASP induces an immunosuppressive phenotype, ablation of these senescent cells could help stimulate antitumour immune responses. Recently, chimeric antigen receptor (CAR) T cells against a broad senescent cell marker, urokinase‐type plasminogen activator receptor (uPAR), have been utilised to ablate senescent cells during liver fibrosis and lung adenocarcinomas, exhibiting increased survival and decreased associated toxicities, and have exciting implications for the ablation of protumorigenic senescent cells in other cancer types [65]. Cancer cell‐derived lysosomes, although not strictly a SASP component, can also have an immunomodulatory effect in the TME, reducing efficacy of immunotherapy in melanoma. This was shown by Satana‐Magal et al. (2020): tumour‐infiltrating DCs, which usually enhance cytotoxic T‐cell‐mediated cancer killing, were progressively depleted in mouse models of melanoma [66]. The authors established that the DCs were undergoing apoptosis due to their uptake of cancer cell lysosomes, which resulted in incomplete clearance of melanoma lesions and reduced immunotherapy efficacy [66]. This study highlights the diversity of cancer cell secretions in the context of therapy resistance for emerging anticancer therapies such as immunotherapy. As the SASP plays a fundamental immunomodulatory role in many cancer types, further understanding and manipulation of this phenotype might represent an important step towards enhancing the efficacy of immunotherapy and could also help explain the variation in patient response often found in the clinical setting.

Targeted cancer therapies can induce a detrimental SASP

Targeted kinase inhibitors for specific oncogenic drivers are an emerging area within oncology and have been shown to be clinically effective in some settings; however, complete tumour remission is rare due to development of chemoresistance or adverse effects [67]. For example, hyperactivity of the cyclin‐dependent kinase proteins (CDKs) is often observed in cancer, as it allows the cells to pass through the cell cycle at an accelerated rate [68]. In the past two decades, CDK4/6 inhibitors (CDK4/6i) have offered promising opportunities for normalising the continual proliferative capabilities of malignant cells. By initiating cell cycle arrest at the G1 phase, CDK4/6i have been shown to effectively block the normal function of CDK4 and CDK6, thereby halting the transition into S phase, which allows the cell to cycle [69]. As their primary goal is to halt the cell cycle, CDK4/6i can induce a transient senescence of cancer cells [70], and therefore, their ability to produce a damaging SASP must be considered. Stemming from their original work in 2009 [32], Guan et al. (2017) recently showed that prolonged exposure to palbociclib, a CDK4/6i, could induce senescence in normal fibroblasts in a DNA damage‐independent mechanism [53] (Fig. 2, see yellow box). They showed that senescent fibroblasts harboured an increased degradation of Mdm2, promoting downregulation of p53, while also holding elevated p21Cip1/Waf1 expression, the cumulation of which they suggest triggers senescence and activates the pro‐inflammatory SASP (Fig. 2, see yellow box). In vivo, the senescent fibroblasts aided tumorigenesis in four genetically distinct lines of melanoma [53]. Although the authors referred to this DNA damage‐independent mechanism in a previous publication [71], further work should be considered regarding this noncanonical senescence pathway to confirm that the protumorigenic effects of the CDK4/6i‐induced SASP are truly causative of this transcriptional signature activity. More recently, Wang et al. (2020) have shown that abemaciclib and palbociclib did indeed induce senescence in resident fibroblasts but did not induce the NFκB‐mediated and pro‐inflammatory SASP [72]. This again was the result of a DNA damage‐independent mechanism, and the authors showed that the SASP from some of the senescent fibroblasts lacked the normal pro‐inflammatory phenotype and instead was driven by p53 transcriptional activity instead of NFκB, which produced an independent programme that the authors termed ‘PASP’ [72]. The PASP‐only expressing cells, in this circumstance, were reported to be cleared more quickly by the immune system than the NFκB‐driven SASP cells (named ‘NASP’), thereby removing the possibility of detrimental effects of senesced nonmalignant cells, reported in previous studies [53]. This study may challenge the previously established dogma that senescence of nonmalignant cells always contributes to enhanced tumorigenesis and also brings to light that distinct phenotypes of the SASP can be driven by differing transcriptional programmes. Other kinase inhibitors have also been implicated in inducing a detrimental SASP. For example, Obenauf et al. (2015) found that treatment with kinase inhibitors against BRAF, ALK (anaplastic lymphoma kinase) or EGFR mutations significantly modulates the secretome of drug‐sensitive cancer cells. This drug‐altered secretome paradoxically creates a tumour microenvironment which supports inhibitor‐resistant cancer cell clones, promoting tumour progression [54]. Interestingly, Mastri et al. (2018) reported that a VEGFR tyrosine kinase inhibitor can induce a ‘transient pseudosenescent secretory’ phenotype in cancer cells, which have become resistant to the treatment. Once treatment is halted, these cells drive significant rebound growth at both primary and metastatic sites in preclinical models [73]. Similarly, Wang et al. (2019) reported that fibroblast growth factor receptor (FGFR) inhibitor resistance in lung cancer is initially mediated by the cancer cell secretome activating STAT3 signalling; however, they also showed that this resistance could be enhanced via interactions with both fibroblasts and macrophages [74]. Rho‐associated protein kinase (ROCK) inhibitors have recently been reported to improve chemotherapy delivery and reduce metastases in cancers such as pancreas and breast [75, 76, 77]. Interestingly, Niklander et al. (2020) found that the ROCK inhibitor Y‐27632 could decrease activity of several factors within the pro‐inflammatory SASP, without altering cell cycle arrest in oral dysplastic keratinocytes [78]. The authors show that this is mediated by IL‐1 inhibition from Y‐27632, which in turn regulated the secretion of protumorigenic SASP components such as IL‐6 and IL‐8 [78]. This study therefore offers an interesting insight into, and highlights a potential added benefit of, ROCK inhibition: the reduced production of pro‐inflammatory and protumorigenic IL‐6 and IL‐8. On the whole, kinase therapies offer new hope for improving responses in specific cancers by tailoring the antitumorigenic effects to known molecular mechanisms occurring within that cancer. Less is known about the consequences of kinase‐therapy‐induced senescence and associated SASP, and more work will be required to understand the apparent cancer type‐ and therapy‐driven differences.

Senolytics and senostatics: targeting and utilising the SASP

Considering the potential risk of accumulating protumorigenic senescent cells, novel mechanisms to selectively target senescent cancer cells following treatment are now being researched. Moreover, the concept of synthetic lethality [79], also known as the ‘two‐step’ approach, has gained traction in recent times, with growing evidence exploring the idea of inducing vulnerability in cancer cells to then eliminate them with a second agent [80]. Following TIS, second‐line therapies can target senescent cells by two methods: (a) selectively killing the senescent cells and therefore removing the possibility of the SASP impacting tumorigenesis; or (b) directly targeting and inhibiting the SASP‐related factors, thereby reducing the potential for toxic reactions in the TME [81, 82]. These exciting therapeutic approaches, known under the broad terms of senolytics and senostatics, respectively, will be discussed further below (and summarised in Table 1).
Table 1

Summary table of senolytic and senostatic drugs currently being utilised to target SASP in various cancers. BCL‐2, B‐cell lymphoma 2; EOC, epithelial ovarian cancer; FBP1, fructose‐bisphosphatase 1; HCC, hepatocellular carcinoma; HNSCC, head and neck squamous cell carcinoma; NAMPT, nicotinamide phosphoribosyltransferase; PARP, poly(ADP‐ribose) polymerase; TNBC, triple‐negative breast cancer; TOP1, topoisomerase 1; uPAR, urokinase‐type plasminogen activator receptor.

Drug nameTargetEffectReferences
Senolytics
ABT‐263 (Navitoclax)BLC‐2 inhibitor↓ HCC tumour growth following FBP1 loss via SASP inhibition[44, 85, 86]
↓ PARP inhibitor induced senescent cells in ovarian and breast cancer
↓ Metastatic burden by targeting TIMP1‐deficient senescent cells in prostate cancer
GX15‐070 (Obatoclax)BCL‐2 inhibitor↑ Apoptosis of senescent cells induced by BET inhibition in TNBC[84, 87]
↓ Senescent cells induced by BMI1 inhibition enhancing tumour killing in DIPG
uPAR CAR T cellsuPAR↓ Senescent cells extending lung adenocarcinoma survival.[65]
Senostatics
DasatinibSRC‐family protein‐tyrosine kinase inhibitor↓ HCC tumour growth following FBP1 loss via SASP inhibition[44]
FK866/GMX1778NAMPT inhibitor↓ Senescent‐associated cancer stem cell outgrowth in EOC[9, 46]
IrinotecanTOP1 inhibitor↑ SASP in ovarian cancer sensitising cells to anti‐PD‐1 therapy[62]
MetforminGluconeogenesis inhibition↓ mTOR and STAT3 pathway signalling in response to a CDK4/6 inhibitor repressing the stemness of HNSCC cancer cells.[89]
NVP‐BSK805JAK2 inhibitor↓ SASP in Pten‐deficient prostate tumours leading to increased CD8 activity[36]
RapamycinmTOR inhibitor↓ Senescent fibroblasts in prostate cancer inhibiting tumour growth[35]
SertralineSerotonin reuptake inhibitor↓ mTOR signalling in HCC senescent cells causing apoptosis and reduction of tumour growth[90]
Y‐27632ROCK inhibitor↓ IL‐6 and IL‐8 production from senescent oral keratinocytes[78]
Summary table of senolytic and senostatic drugs currently being utilised to target SASP in various cancers. BCL‐2, B‐cell lymphoma 2; EOC, epithelial ovarian cancer; FBP1, fructose‐bisphosphatase 1; HCC, hepatocellular carcinoma; HNSCC, head and neck squamous cell carcinoma; NAMPT, nicotinamide phosphoribosyltransferase; PARP, poly(ADP‐ribose) polymerase; TNBC, triple‐negative breast cancer; TOP1, topoisomerase 1; uPAR, urokinase‐type plasminogen activator receptor. Senescent cells are able to persist without cell death, partly due to an upregulation of anti‐apoptotic network pathways [83], and as such, many senolytic studies involve targeting the B‐cell lymphoma 2 (BCL‐2) family, which regulates cell apoptosis to enhance senescent cancer cell killing. For example, GX15‐070 (obatoclax mesylate), a BCL‐2 inhibitor, was shown to improve bromodomain and extraterminal protein inhibitors (BETi) in TNBC [84]. Similarly, another BCL‐2 inhibitor, ABT‐263 (Navitoclax), was reported to eliminate senescent cells and enhance the efficacy of olaparib, a poly(ADP‐ribose) polymerase (PARP) inhibitor, in both breast and ovarian cancer cell lines [85]. Furthermore, in a preclinical model of prostate cancer, TIMP1 loss, a pan‐matrix metalloproteinase inhibitor, was reported to promote metastasis in senescent tumours [86]. When targeting TIMP1‐deficient senescent tumour cells with ABT‐263, the authors showed that the metastatic potential was significantly reduced. Moreover, docetaxel treatment, which is standard chemotherapy for prostate cancer, perpetrated TIS and exacerbated metastasis in TIMP1‐deficient cancer cells, but this reaction could be rescued with ABT‐263, thereby reducing metastatic events [86]. Balakrishnan et al. (2020) have recently used obatoclax, a BH3 mimetic, in diffuse intrinsic pontine glioma (DIPG), an aggressive paediatric brain tumour. Due to an epigenomic mutation of H3K27M that is characteristic of the disease, increased expression of a polycomb complex protein, BMI1, causes cancer cells to senesce and drive the SASP [87]. By inhibiting BMI1 using a small molecule inhibitor and combining this with obatoclax, the authors showed significant improvement in survival and tumour regression [87]. Delay to tumour regrowth was sustained after drugs were removed, suggesting that this dual therapy could have long‐term benefits. This study highlights an exciting senolytic therapy option for a normally fatal childhood brain tumour. This preclinical work also supports an ongoing clinical trial in which a BMI1 small molecule inhibitor (PTC596) is being used in combination with radiotherapy, which was started without substantial in vivo research (NCT03605550). Similarly, Ruscetti et al. (2020) showed that treatment with CDK4/6i triggered the production of pro‐angiogenic SASP factors such as VEGF, basic FGF (bFGF), PDGFα and β, as well as multiple MMPs, resulting in vascular remodelling in preclinical models of PDAC [20]. In this study, the authors showed that this enhanced gemcitabine chemotherapy delivery to the tumours, while also enhancing cytotoxic T‐cell infiltration [20]. Then, due to this improved immunogenicity, the efficacy of checkpoint blockade via anti‐PD‐1 was enhanced, increasing overall survival [20]. However, although this study provides strong rationale for combining SASP‐inducing therapies with other treatment modalities, such as chemotherapy and/or immunotherapy, layering treatments in this manner will likely increase the risk of toxicity in cancer patients, with further research required to elucidate whether this is a viable therapeutic route within the clinic. It is important to remember that, although senescence does play a role in these detrimental effects after cancer therapy, it has also evolved to accompany humans as they age. Recent work has shown that senescent cells may remain biologically functional in some situations, such as in pancreatic β‐cells, where senescent cells increase secretion of insulin to compensate for decreased proliferation [88]. Therefore, the use of senolytic therapy should be considered with caution, and much more research is needed prior to application in humans. A more moderate approach may be instead to modulate factors secreted by senescent cells through the use of senostatics. However, as previously discussed, the SASP shares many overlapping secreted factors that have important physiological functions. As such, many researchers are now working to identify a more precise SASP. For example, in a large‐scale small interfering RNA (siRNA) screen for regulators of SASP, Georgilis et al. (2018) identified 50 genes, including splicing factor PTBP1, whose depletion prevents the protumorigenic effects of SASP, such as NFκB‐driven inflammation, without impacting senescence growth arrest [19]. This study highlights that targeting specific aspects of SASP may be the key to exploiting this complex reaction, especially when the malignancy is driven by inflammation [19]. Regulating the activity of the SASP has also been shown to be effective in head and neck squamous cell carcinoma (HNSCC) by repurposing the hyperglycaemic drug metformin [89]. In this study, Hu et al. (2020) demonstrate that the efficacy of a CDK4/6i (LY2835219) can be potentiated by administering it in combination with metformin. LY2835219 successfully prevented cell cycling into S phase, whereas metformin inhibited mTOR and STAT3 pathways that are normally upregulated in the SASP by senescent HNSCC cells following CDK4/6 inhibition [89]. Furthermore, the synergistic effect of combining the drugs resulted in a more efficient cell cycle arrest than when LY2835219 was administered alone and, when combined, reduced the expression of several pro‐inflammatory proteins known to be within the SASP and to aid tumorigenesis, such as IL‐6, IL‐8 and CXCL2 [89]. Overall, the authors showed that, by regulating the SASP following CDK4/6 inhibition, the stemness of the cancer cells could be repressed via the IL‐6‐STAT3 axis. Similarly, Wang et al. (2019) reported that targeting liver cancer cells with CDC7, a DNA‐replication kinase, followed by sertraline, a commonly prescribed antidepressant, enhanced cancer cell death. In this study, targeting CDC7 induced senescence and the associated SASP, after which sertraline triggered apoptosis via suppressed mTOR signalling [90]. These studies are exciting examples of a growing field where FDA‐approved drugs are repurposed in other disease settings. Considering the long journey to developing FDA‐approved drugs, this offers new hope for a fast‐tracked approach to cancer therapy.

Future perspectives

Many chemotherapeutic agents are successful in tackling cancer by inflicting high levels of DNA damage, but only recently have we begun to understand the secondary and often opposing effects of these treatments. Senescence and the associated SASP can affect not only malignant cells, but also cells within the TME, which have been shown to be detrimental in several preclinical models of cancer. Aside from assisting in tumorigenesis, the SASP has also been shown to affect other unwanted side effects of chemotherapies. For example, Dox‐treated fibroblasts became senescent and secreted SASP factors associated with haemostasis, where activated platelets produced harmful blood clots [91]. Furthermore, evidence from the past decade is collectively highlighting that the SASP is a particularly diverse phenomenon that can be manipulated depending on the stressor‐derived transcriptional driver and the cell that it is occurring in. In particular, studies have recently shown that there are highly pro‐inflammatory SASPs that promote the secretion of protumorigenic factors such as IL‐1A and IL‐6 and less inflammatory SASPs that promote the clearance of senescent cells by the immune system, by secreting factors such as TGF‐β [31]. Novel investigations are now pursuing the idea of either clearing senescent and SASP‐producing cells or equilibrating the activity of specific SASP factors by pharmacological inhibition in combination with primary anticancer therapies. This remains a difficult but important area of research, as we are still learning of the protective elements of the SASP after TIS and eliminating all SASP‐related factors might impact other physiological functions, such as wound healing [92]. Overall, the research of senotherapies is an extremely promising area of cancer pharmacology that may in the future reduce the adverse effects of senescence and the SASP following cancer therapy.

Conflict of interest

The authors declare no conflict of interest.
  91 in total

1.  SASP mediates chemoresistance and tumor-initiating-activity of mesothelioma cells.

Authors:  C Canino; F Mori; A Cambria; A Diamantini; S Germoni; G Alessandrini; G Borsellino; R Galati; L Battistini; R Blandino; F Facciolo; G Citro; S Strano; P Muti; G Blandino; M Cioce
Journal:  Oncogene       Date:  2011-10-24       Impact factor: 9.867

2.  Stromal Senescence By Prolonged CDK4/6 Inhibition Potentiates Tumor Growth.

Authors:  Xiangnan Guan; Kyle M LaPak; Rebecca C Hennessey; Christina Y Yu; Reena Shakya; Jianying Zhang; Christin E Burd
Journal:  Mol Cancer Res       Date:  2016-12-30       Impact factor: 5.852

3.  An essential role for senescent cells in optimal wound healing through secretion of PDGF-AA.

Authors:  Marco Demaria; Naoko Ohtani; Sameh A Youssef; Francis Rodier; Wendy Toussaint; James R Mitchell; Remi-Martin Laberge; Jan Vijg; Harry Van Steeg; Martijn E T Dollé; Jan H J Hoeijmakers; Alain de Bruin; Eiji Hara; Judith Campisi
Journal:  Dev Cell       Date:  2014-12-11       Impact factor: 12.270

4.  Protocols to detect senescence-associated beta-galactosidase (SA-betagal) activity, a biomarker of senescent cells in culture and in vivo.

Authors:  Florence Debacq-Chainiaux; Jorge D Erusalimsky; Judith Campisi; Olivier Toussaint
Journal:  Nat Protoc       Date:  2009       Impact factor: 13.491

5.  The autophagy-senescence connection in chemotherapy: must tumor cells (self) eat before they sleep?

Authors:  Rachel W Goehe; Xu Di; Khushboo Sharma; Molly L Bristol; Scott C Henderson; Kristoffer Valerie; Francis Rodier; Albert R Davalos; David A Gewirtz
Journal:  J Pharmacol Exp Ther       Date:  2012-08-27       Impact factor: 4.030

Review 6.  Senescent Cells in Cancer Therapy: Friends or Foes?

Authors:  Boshi Wang; Jaskaren Kohli; Marco Demaria
Journal:  Trends Cancer       Date:  2020-05-29

7.  Senescent tumor cells lead the collective invasion in thyroid cancer.

Authors:  Young Hwa Kim; Yong Won Choi; Jeonghun Lee; Euy Young Soh; Jang-Hee Kim; Tae Jun Park
Journal:  Nat Commun       Date:  2017-05-10       Impact factor: 14.919

8.  PTBP1-Mediated Alternative Splicing Regulates the Inflammatory Secretome and the Pro-tumorigenic Effects of Senescent Cells.

Authors:  Athena Georgilis; Sabrina Klotz; Christopher J Hanley; Nicolas Herranz; Benedikt Weirich; Beatriz Morancho; Ana Carolina Leote; Luana D'Artista; Suchira Gallage; Marco Seehawer; Thomas Carroll; Gopuraja Dharmalingam; Keng Boon Wee; Marco Mellone; Joaquim Pombo; Danijela Heide; Ernesto Guccione; Joaquín Arribas; Nuno L Barbosa-Morais; Mathias Heikenwalder; Gareth J Thomas; Lars Zender; Jesús Gil
Journal:  Cancer Cell       Date:  2018-07-09       Impact factor: 31.743

9.  Exploiting interconnected synthetic lethal interactions between PARP inhibition and cancer cell reversible senescence.

Authors:  Hubert Fleury; Nicolas Malaquin; Véronique Tu; Sophie Gilbert; Aurélie Martinez; Marc-Alexandre Olivier; Alexandre Sauriol; Laudine Communal; Kim Leclerc-Desaulniers; Euridice Carmona; Diane Provencher; Anne-Marie Mes-Masson; Francis Rodier
Journal:  Nat Commun       Date:  2019-06-11       Impact factor: 14.919

Review 10.  Recent Advances in NAMPT Inhibitors: A Novel Immunotherapic Strategy.

Authors:  Ubaldina Galli; Giorgia Colombo; Cristina Travelli; Gian Cesare Tron; Armando A Genazzani; Ambra A Grolla
Journal:  Front Pharmacol       Date:  2020-05-12       Impact factor: 5.810

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  15 in total

Review 1.  Cellular Senescence in Aging, Tissue Repair, and Regeneration.

Authors:  Maria Shvedova; Rex Jeya Rajkumar Samdavid Thanapaul; Elizabeth L Thompson; Laura J Niedernhofer; Daniel S Roh
Journal:  Plast Reconstr Surg       Date:  2021-09-28       Impact factor: 5.169

Review 2.  The senescence-associated secretory phenotype in ovarian cancer dissemination.

Authors:  Jacob P Veenstra; Lucas Felipe Fernandes Bittencourt; Katherine M Aird
Journal:  Am J Physiol Cell Physiol       Date:  2022-05-18       Impact factor: 5.282

3.  IL1 Pathway in HPV-Negative HNSCC Cells Is an Indicator of Radioresistance After Photon and Carbon Ion Irradiation Without Functional Involvement.

Authors:  Dinesh Kumar Tiwari; Ricarda Hannen; Kristian Unger; Sibylla Kohl; Julia Heß; Kirsten Lauber; Florentine S B Subtil; Ekkehard Dikomey; Rita Engenhart-Cabillic; Ulrike Schötz
Journal:  Front Oncol       Date:  2022-04-22       Impact factor: 5.738

4.  Olaparib-Induced Senescence Is Bypassed through G2-M Checkpoint Override in Olaparib-Resistant Prostate Cancer.

Authors:  Alan P Lombard; Cameron M Armstrong; Leandro S D'Abronzo; Shu Ning; Amy R Leslie; Masuda Sharifi; Wei Lou; Christopher P Evans; Marc Dall'Era; Hong-Wu Chen; Xinbin Chen; Allen C Gao
Journal:  Mol Cancer Ther       Date:  2022-04-01       Impact factor: 6.009

5.  Detection of Cellular Senescence in Human Primary Melanocytes and Malignant Melanoma Cells In Vitro.

Authors:  Tom Zimmermann; Michaela Pommer; Viola Kluge; Chafia Chiheb; Susanne Muehlich; Anja-Katrin Bosserhoff
Journal:  Cells       Date:  2022-04-28       Impact factor: 7.666

Review 6.  Senescence-Associated Secretory Phenotype as a Hinge Between Cardiovascular Diseases and Cancer.

Authors:  Priyanka Banerjee; Sivareddy Kotla; Loka Reddy Velatooru; Rei J Abe; Elizabeth A Davis; John P Cooke; Keri Schadler; Anita Deswal; Joerg Herrmann; Steven H Lin; Jun-Ichi Abe; Nhat-Tu Le
Journal:  Front Cardiovasc Med       Date:  2021-10-20

7.  Dynamic Spatiotemporal Expression Pattern of the Senescence-Associated Factor p16Ink4a in Development and Aging.

Authors:  Hasan Safwan-Zaiter; Nicole Wagner; Jean-François Michiels; Kay-Dietrich Wagner
Journal:  Cells       Date:  2022-02-04       Impact factor: 6.600

Review 8.  Senotherapeutics in Cancer and HIV.

Authors:  Laura Sánchez-Díaz; Asunción Espinosa-Sánchez; José-Ramón Blanco; Amancio Carnero
Journal:  Cells       Date:  2022-04-04       Impact factor: 6.600

Review 9.  Immunosenescence, aging and successful aging.

Authors:  Yunan Wang; Chen Dong; Yudian Han; Zhifeng Gu; Chi Sun
Journal:  Front Immunol       Date:  2022-08-02       Impact factor: 8.786

10.  A risk model of 10 aging-related genes for predicting survival and immune response in triple-negative breast cancer.

Authors:  Xia Yang; Yanhua Sun; Xia Liu; Zhinong Jiang
Journal:  Cancer Med       Date:  2022-03-16       Impact factor: 4.711

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