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. 2023 Feb 10;15(4):1130. doi: 10.3390/cancers15041130

Resistance to Antibody-Drug Conjugates Targeting HER2 in Breast Cancer: Molecular Landscape and Future Challenges

Lorenzo Guidi 1,2, Gloria Pellizzari 1,2, Paolo Tarantino 1,2,3,4, Carmine Valenza 1,2, Giuseppe Curigliano 1,2,*
Editor: Catherine Tomasetto
PMCID: PMC9954056  PMID: 36831473

Abstract

Simple Summary

Human epidermal growth factor receptor 2 (HER2)-positive metastatic breast cancer (mBC) represents a subgroup of breast cancer characterized by an aggressive behaviour and a particular sensitiveness to HER2-targeted agents. Because of the frequent occurrence of acquired resistance to anti-HER2 therapy, novel agents were investigated, including antibody-drug conjugates (ADCs). ADCs represent an emerging class of anticancer agents consisting of a humanized monoclonal antibody bounded to a cytotoxic drug by a molecular linker. HER2-positive mBC represents the first solid tumor in which ADCs, like Trastuzumab emtansine (T-DM1) and Trastuzumab deruxtecan (T-DXd), demonstrated to improve clinical outcomes compared to prior standards of care. Nonetheless, despite their effectiveness, resistance to T-DM1 and T-DXd still occurs in most of the patients treated with these ADCs, warranting an improved understanding of the mechanisms underlying resistance. This review aims to describe the emerging mechanisms of resistance to ADCs targeting HER2, highlighting the potential strategies to overcome resistance and further improve clinical outcomes of patients with metastatic breast cancer.

Abstract

The treatment of HER2-positive metastatic breast cancer (mBC) with Trastuzumab emtansine (T-DM1) and Trastuzumab deruxtecan (T-DXd), two antibody-drug conjugates (ADCs) targeting HER2, is burdened by progression of disease related to the acquisition of mechanisms of resistance. Resistance to T-DM1 is caused by the decrease of HER2 expression, the alteration of intracellular trafficking, the impairment of lysosome functions, the drug expulsion through efflux pumps and the activation of alternative signal pathways. Instead, the decrease of HER2 expression and SLX4 loss of function mutations represent the first evidences of mechanisms of resistance to T-DXd, according to the results of DAISY trial. Several strategies are under evaluation to overcome resistances to anti-HER2 ADCs and improve clinical outcomes in patients progressing on these agents: combinations with tyrosine kinase inhibitors, statins, immune checkpoint inhibitors and synthetic DNA-damaging agents are emerging as promising approaches. Furthermore, novel anti-HER2 ADCs with innovative structures and mechanisms of action are in development, in the attempt to further improve the activity and tolerability of currently available agents.

Keywords: HER2-positive breast cancer, antibody-drug conjugates, trastuzumab emtansine, trastuzumab deruxtecan, mechanisms of resistance

1. Introduction

Breast cancer (BC) represents the leading cancer for incidence and mortality in women, with 287,000 estimated new cases and 43,000 deaths in 2022 in United States [1,2]. Human epidermal growth factor receptor 2 (HER2)-positive BC accounts for approximately 15–20% of BCs and is associated with an aggressive phenotype, high recurrence rates and inferior survival outcomes, if left untreated [3].

The poor prognosis of this BC subtype was significantly improved with the advent of monoclonal antibodies (mAb) targeting HER2, namely trastuzumab and pertuzumab, and small molecules like tyrosine kinase inhibitors (TKI), such as lapatinib, tucatinib and neratinib. These agents demonstrated a clinical benefit in terms of progression/disease free survival (PFS/DFS) and overall survival (OS). However, most of patients with HER2-positive metastatic BC (mBC) develop resistance to HER2-directed therapies and experience progression of disease (PD) [3,4].

In order to delay the occurrence of resistance generation and to further improve clinical outcomes, new agents incorporating the HER2-targeted antitumor properties of trastuzumab with the cytotoxic activity of chemotherapy were developed, namely antibody-drug conjugates (ADCs) [5].

ADCs are an evolving class of anticancer drugs consisting of a humanized mAb binding a tumor associated-antigen, conjugated to a cytotoxic drug (payload) by a molecular linker; the canonical model of ADC action posits the following: binding of the mAb to the target antigen, subsequent internalization and, finally, linker breakdown and intracellular payload release. ADCs can be conceived of as prodrugs, which in many cases require processing and metabolism by the target cells before their end activity can be fully realized. Upon administration, the ADC formulation contains three major circulating components: the conjugate (which constitutes the overwhelming fraction), naked antibodies and free payload molecules [6].

Efficacy of ADCs depends on each of these elements and their specific features [7].

mAbs incorporated in ADCs are mainly based on the igG1 isotype because of its higher immunogenic properties and easier production if compared to the other igG2 and igG4 subtypes [8]; the drug to antibody ratio (DAR) is usually between 2 and 8.

Linkers affect all pharmacokinetic properties of ADCs and can be cleavable or noncleavable; non-cleavable linkers are more stable and are cleaved only by the complete proteolytic degradation of the ADC in lysosomes [9]. Instead, cleavable linkers release the payload in response to tumor-associated factors, such as acid pH (acid-labile linkers), reduction-oxidation conditions (disulfide-linkers), abundance of proteolytic enzymes (protease-cleavable linkers), allowing the diffusion of the payload through neighbouring cells not expressing the target (bystander effect) [10].

Lastly, payloads derive from DNA-damaging agents (duocarmazine), antimicrotubule compounds (mertansine, vedotin, amberstatin) or topoisomerase inhibitors (deruxtecan, govitecan), and are characterized by an extremely unfavourable therapeutic index, if administered systemically as free drugs [8].

Trastuzumab emtansine (T-DM1) was the first ADC approved in solid tumors in 2013 [11], in particular, in patients with HER2-positive mBC [12], according to the OS benefit demonstrated in a clinical trial enrolling patients progressing on trastuzumab and chemotherapy; it is an ADC targeting HER2, conjugated through a non-cleavable linker to an anti-microtubule compound (mertansine or DM1), with a DAR of 3.5 and it is characterized by a multiple mechanism of action, from the selective deliver of the payload to HER2 signalling inhibition and antibody dependent cell-mediated cytotoxicity (ADCC) mediated by trastuzumab [13,14].

By that time, the progressive transition from non-cleavable to cleavable linkers, the optimization of Abs structures and the improvement of DAR, leaded to the development of new generations of anti-HER2 ADCs in mBC, among whom Trastuzumab deruxtecan (T-DXd) first received the Food and Drug Administration (FDA) and European Medicines Agency (EMA) approval [15]. T-DXd is an anti-HER2 ADC characterized by a DAR of 8, a cleavable linker and a topoisomerase inhibitor (deruxtecan) as payload; it demonstrated to provide an OS benefit in patients with mBC both HER2-positive and HER2low, which is defined by HER2 immunohistochemistry (IHC) score of 1+ or 2+ with absence of HER2 amplification at in situ hybridization (ISH) test [16,17,18].

To date, many other clinical trials are testing novel anti-HER2 ADCs (Figure 1). They include: Trastuzumab Duocarmazine (SYD985), which is formed by the conjugation of trastuzumab to the alkylating agent duocarmycin mediated by a cleavable linker with a DAR of 2.8:1; Disitamab Vedotin (RC48-ADC), 101 which is characterised by the conjugation of the anti-HER2 mAb disitamab to the synthetic antineoplastic agent monomethyl auristatin E (MMAE), an anti-microtubule agent, with a DAR of 4; XMT-1522 (TAK-522), a new generation ADC targeting different HER2 epitopes than trastuzumab, whose development was recently halted due to safety issues; ARX788, a next-generation site-specific anti-HER2 which is conjugated with amberstatine, an anti-microtubule agent, among others [7,19,20,21,22].

However, despite this revolution in the treatment of HER2-positive mBC, patients eventually experience PD also under ADCs, due to the occurrence of acquired mechanisms of resistance to the mAb, the payload or both [23]. The molecular landscape of resistance mechanisms to these agents is very heterogeneous and has not still been fully depicted; in fact, T-DXd was granted by FDA for accelerated approval on December 2019 [24].

This narrative review aims at summarizing the known and emerging resistance mechanisms to anti-HER2 ADCs, and at highlighting the most promising approaches to overcome resistance.

2. Mechanisms of Resistance to T-DM1

The mechanism of action of T-DM1 involves both the IgG1 backbone, which induces antibody-dependent cellular cytotoxicity (ADCC) through the fragment crystallisable (Fc) and PI3K/AKT signalling inhibition by HER2 binding with the fragment antigen-binding (Fab), and the mertansine, a microtubule disrupting agent which is released in the cytosol, where determines cell cycle arrest in G2/M phases and cell death [25].

Therefore, the mechanisms of resistance to T-DM1 can be attributed to the antibody or the payload, and can be shared with trastuzumab or anti-microtubules agents (e.g., taxanes) [14]; however, the evidences of activity and efficacy to T-DM1 in patients progressing on trastuzumab and taxanes highlights that ADCs cannot be reduced to the mere sum of their components.

Mechanisms of resistance to T-DM1 can be classified as receptor-related, highlighting the importance of target accessibility, or intracellular, underlying the pivotal role of each process after the internalization, namely the presence of drug efflux pumps and the complex regulation of the intracellular signalling pathways [14].

Furthermore, resistance can be primary or acquired. Primary resistance to TDM-1 seems to be relatively infrequent, both in patients pre-treated with trastuzumab containing regimens and in naïve patients. Instead, acquired resistance is common: in fact, most of patients that initially benefit from the treatment eventually experience a PD [4,26].

2.1. Receptor Related Mechanisms of Resistance to T-DM1

Since HER2 expression is needed for T-DM1 activity, decreased levels or structural alterations of this receptor after prolonged exposure to the drug was supposed to be an important mechanism of resistance. In fact, under the selective pressure caused by T-DM1 exposure, cells with higher HER2 expression are more easily eliminated despite while those with lower expression of HER2 receptor are subjected to a more favourable clonal evolution [27]. Even previous treatment targeting HER2 play a role in HER2 expression, as emerged from the worse outcomes of patients treated with TDM-1 after the combination of trastuzumab and pertuzumab.

Even the heterogeneity in HER2 expression both intralesional and between primary tumor and distant metastases may be associated to inferior outcomes of TDM-1 therapy, as observed in the subgroup of patients enrolled in the KRISTINE trial with early locoregional progression, whose diseases were characterized by a more heterogeneous HER2 expression [28].

Additionally, the expression of truncated forms of HER2 receptor (p95HER2) and membrane-associated mucin (MUC4) are known to determine trastuzumab resistance, respectively through the absence of the subdomain IV and the masking of HER2, as well as the mutations of the kinase domain of HER2.

All these mechanisms, even if not fully proved for TDM-1, are likely to contribute to the development of resistance to trastuzumab-based ADCs [29,30,31].

2.2. Intracellular Mechanisms of Resistance to T-DM1

The intracellular concentration of T-DM1 and its subsequent cytotoxic activity depend on the endocytic uptake of this agent.

In a preclinical model, TDM-1 resistant cells showed to internalize HER2 receptor in vesicles marked with of caveolin-1 (CAV1), the major structural protein of cholesterol-rich caveolae, required for endocytic transport. CAV1 overexpression demonstrated to negatively correlate with membrane HER2 expression and to affect trastuzumab-tumor binding; this was associated to reduced lysosomal colocalization and a consequent decreased sensitivity to TDM-1. In fact, in a preclinical model, the colocalization of CAV1 and T-DM1 was demonstrated to correlate with a decreased response to T-DM1, assuming CAV1 as a potential predictive biomarker of resistance to T-DM1 or other non-cleavable linker ADCs [32,33,34,35].

On the contrary, the overexpression of endophilin A2 (Endo A2), another protein involved in clathrin-independent endocytosis, seems to be associated to poor prognosis but to confer an increased sensitivity to trastuzumab and TDM-1 [36].

HER2 receptor, once internalized, is characterized by and extremely rapid recycling, which may affect the TDM-1 efficacy by reducing the amount of ADCs driven to lysosomes and subsequently released in the cytoplasm [37]. A recent preclinical study supported this hypothesis, correlating the HER2 recycling rate to lower intracellular TDM-1 levels [38].

Moreover, HER2 receptors undergo to proteolytic degradation in lysosome or proteasome. In fact, the inhibitors of the chaperone Heat Shock Protein 90 (HSP90), like 17-allyl-aminodemethoxy-geldanamycin (17-AAG), when combined to trastuzumab, demonstrated to down-regulate the HER2 expression by increasing its degradation. Hence, a faster or more efficacy elimination of HER2 receptor may affect HER2 expression rates and eventually the sensitivity to T-DM1 [39].

Furthermore, as the cleavage of the linker and the subsequent release of TDM-1 metabolites require the lysosome activity, an increased lysosome pH or a defective lysosome-to-cytosol transport activity may be involved in acquired resistance. For example, the loss or the silencing of LSC46A3, a gene encoding for a membrane protein involved in the transport of TDM-1 metabolites outside the lysosomes, was demonstrated to be associated to acquired resistance to TDM-1 in in vitro models [40].

As demonstrated for many chemotherapeutical agents, also mertansine metabolites are a substrate of p-Glycoprotein (MDR1), an active efflux transporter whose higher expression or activity is associated to poor response to chemotherapy, because of the lower intracellular concentrations of drugs. In fact, in vitro inhibition of MDR1 resulted in reversal of resistance to TDM-1 [40].

The activation of downstream pathways, such as PI3K/AKT, is a well-known mechanism of resistance to trastuzumab and is mainly related to PIK3CA mutations and loss of PTEN. An exploratory analysis from EMILIA trial evaluated the correlations between PTEN protein expression or PIK3CA mutations and TDM-1 efficacy, confirming that previous trastuzumab-based treatments enhanced the signalling throw this pathway (PIK3CA mutations were associated to worse outcomes in patients from control arm receiving lapatinib plus capecitabine), but that the benefit derived from TDM-1 was still substantial (T-DM1 appeared to be effective in both PI3KCA-mutated and wild-type tumors).

Furthermore, also the loss of PTEN, present in almost 50% of mBC, contributes to the resistance phenotype and seems to be associated to worse outcomes of trastuzumab-based regimens, including TDM-1 [40].

Moreover, the PI3K/AKT pathway can be activated also by HER2/HER3 heterodimerization; in fact, higher expressions of HER3 receptor and its ligand, neuregulin (NRG1), were observed in TDM-1 resistant cells [41].

Lastly, defects in cyclin B1, a key factor for T-DM1-induced cell-cycle arrest during the G2/M transition, were observed in cells resistant to TDM-1, while sensitive cells showed higher levels of this protein.

Other potential mechanisms and pathways potentially involved in resistance to T-DM1 and not fully evaluated comprise: EGFR overexpression, STAT3 activation, ROR2 overexpression, altered forms of tubulin βIII and mutations of tubulins in general [40].

3. Emerging Mechanisms of Resistance to T-DXd: The DAISY Trial

T-DXd has recently emerged as a novel option in the management of patients with HER2-positive mBC, in second line setting, and with HER2low mBC progressing on at least one line of chemotherapy [18,42]. However, many aspects about T-DXd mechanism of action and resistance remain still unclear. First evidences came from results of DAISY trial [43].

The DAISY trial was the first study aiming at investigating the T-DXd mechanisms of action and resistance; it was a phase II, multicenter, open-label trial (NCT04132960) enrolling patients with HER2 positive (n = 72), HER2low (n = 74) or HER2-zero (n = 40) mBC, grouped in three parallel cohorts. T-DXd was administered at the dosage of 5.4 mg/kg q3w upon PD or unacceptable toxicity. The primary endpoint was the best objective response (BOR); secondary endpoints included PFS and duration of response (DOR) for patients presenting an objective response evaluated on the Full Analysis Set (FAS) and per cohort; the following were evaluated as exploratory objectives: T-DXd distribution, modulation of immune cells by T-DXd, dynamic of HER2 expression before and after T-DXd administration, development of predictors of response, identification of mechanisms of primary and secondary resistance. Therefore, in order to identify potential mechanisms of resistance to T-DXd, tumor biopsies were assessed at baseline and at progression, performing a whole exome sequencing (WES) analysis [43].

Most of patients were heavily pre-treated: 53% of them had received 5 or more lines of therapy in metastatic setting. BOR rates were 71%, 37.5% and 30% in the three cohorts, respectively. After a median follow-up of 15.6 months, median PFSs were respectively 11.1, 6.7 and 4.2 months [43].

A different distribution of T-DXd was observed between the cohorts: HER2 IHC 0 samples showed a lower T-DXd distribution than HER2-positive samples (p = 0.05). Furthermore, HER2 overexpressing areas showed an enrichment of serotonin and G-protein coupled receptor signalling after T-DXd administration; conversely, interferon alpha pathway was enriched in HER2-negative areas [43].

As far as potential mechanisms of resistance to T-DXd, driver alterations were identified in at least 3% of samples and those founded in baseline samples were associated with upfront resistance. However, 6% (5/88) of patients presented an ERBB2 hemizygous deletion at baseline and four of them did not respond to T-DXd.

IHC for HER2 was assessed both in baseline and PD samples, and a decrease of HER2 expression at PD, as secondary resistance mechanism, was found in 65% (13/20) of patients.

Genomic alterations were assessed by WES in 20 PD samples, half of whom were matched with baseline biopsies. Interestingly, mutations of SLX4 gene, encoding a DNA-repair protein which regulate the endonucleases, were detected in 20% (4/20) of PD biopsies; half of them were acquired and the other 2 missed the matched baseline samples to perform the WES [44].

According to this evidence, BC cell lines depleted for SLX4 were treated with DXd for 5 days and, interestingly, a higher quantity of DXd was required to kill them. Therefore, SLX4 loss of function mutations could mediate resistance to the anti-topoisomerase 1 (TOP1) activity of the payload (deruxtecan) [43].

In conclusion, the decrease of HER2 expression and SLX4 loss of function mutations represent the first evidences of mechanisms of resistance to T-DXd.

4. Novel Combination Strategies to Overcome or Prevent Resistance

Many strategies are under evaluation to overcome or prevent resistances to anti-HER2 ADCs and increase clinical outcomes in patients progressing on these agents; the most promising approaches include combinations of ADCs with TKI, statins, immune checkpoint inhibitors (ICIs) and synthetic DNA-damaging agents (Table 1, Figure 1).

Table 1.

Ongoing clinical trials evaluating combinations of antibody-drug conjugates to overcome or prevent resistances in HER2-positive breast cancer.

Treatment NCT Number Ph. Patients Study Design Endpoints
ADCs + TKIs
T-DM1 + lapatinib NCT02073916 Ib HER2+ mBC T-DM1 + Lapatinib + nab-paclitaxel Safety
T-DM1 + tucatinib NCT01983501 I HER2+ mBC T-DM1 + Tucatinib Safety
T-DM1 + neratinib NCT02236000 Ib/II HER2+ mBC T-DM1 + Neratinib Safety, ORR
T-DM1 + lapatinib NCT02073487 II HER2+ BC Neoadjuvant T-DM1 + Lapatinib followed by Abraxane vs. Trastuzumab + Pertuzumab Followed by Paclitaxel pCR, RCB
T-DM1 + neratinib NCT05388149 II MRD+ HER2+ BC T-DM1 + Neratinib ctDNA clearence
T-DXd + tucatinib NCT04539938 II HER2+ mBC T-DXd + Tucatinib ORR
T-DM1 + tucatinib NCT03975647 III HER2+ mBC Tucatinib/Placebo + T-DM1 PFS, OS
T-DM1 + tucatinib NCT04457596 III High risk HER2+ BC Tucatinib/ Placebo + T-DM1 iDFS
ADCs + ICIs
T-DM1 + pembrolizumab NCT03032107 Ib HER2+ mBC Pembrolizumab + T-DM1 Safety
T-DM1 + atezolizumab NCT02605915 Ib HER2+ BC Atezolizumab + T-DM1 vs. (Atezolizumab + Trastuzumab + Pertuzumab ± Docetaxel) Safety
T-DM1 + utomilumab NCT03364348 Ib HER2+ mBC Utomilumab + T-DM1 vs. Utomilumab + Trastuzumab Safety, ORR
T-DXd + Durvalumab NCT04556773 Ib HER2low mBC T-DXd + Durvalumab Safety, ORR
T-DXd + Nivolumab NCT03523572 Ib HER2+ mBC T-DXd + Nivolumab Safety, ORR
T-DXd + pembrolizumab NCT04042701 Ib mBC T-DXd + Pembrolizumab Safety, ORR
T-DM1 + atezolizumab NCT02924883 II HER2+ mBC T-DM1 + Atezolizumab/placebo PFS, OS, ORR
T-DM1 + atezolizumab NCT04740918 III HER2+ PDL1+ mBC T-DM1 + Atezolizumab/placebo PFS, OS
ADCs + DNA-damaging agents
T-DXd + Ceralasertib NCT04704661 I/Ib HER2+ solid tumors Ceralasertib + T-DXd Safety

Keys: ADCs, antibody-drug conjugates; ctDNA, circulating tumor DNA; HER2, human epidermal growth factor receptor 2; ICI, immune checkpoint inhibitor; iDFS, invasive disease-free survival; mBC, metastatic breast cancer; ORR, overall response rate; OS, overall survival; pCR, pathological complete response; PD-L1, programmed death ligand 1; PFS, progression free survival; Ph, phase; T-DM1, trastuzumab emtansine; T-DXd: trastuzumab deruxtecan; TKIs: tyrosine kinase inhibitors.

Figure 1.

Figure 1

Combination approaches under evaluation to overcome resistance to anti-HER2 antibody-drug conjugates. Keys: ADC, antibody-drug conjugate; ATRi, ataxia telangiectasia and Rad3-related protein inhibitor; BC, breast cancer; Chk1i, checkpoint kinase 1 inhibitor; HER2, human epidermal growth factor receptor 2; ICI, immune-checkpoint inhibitor; mAb, monoclonal antibody; PARPi, PolyADP-Ribose Polymerase-1 inhibitor; PD-1, programmed death 1 protein; TKI, tyrosine kinase inhibitor; TOP1, topoisomerase 1. Created with BioRender.com.

4.1. Tyrosine Kinase Inhibitors and ADCs

In order to overcome resistances related to the decrease of HER2 expression or HER2 mutations [41,45], and, subsequently, to modulate the internalization of HER2 receptor, there is a rational to combine drugs acting on the extra- and intracellular domains of HER2 receptor, respectively mAbs/ADCs and TKIs.

Among the TKIs, the irreversible HER2 inhibitor neratinib showed good results in patients refractory to trastuzumab therapy in both the adjuvant [46] and metastatic settings in a phase II trial [47]. This led to the evaluation of neratinib plus T-DM1 in a phase 1b study in patients pre-treated with trastuzumab, pertuzumab and taxanes [48]. Promising signals of activity emerged. Furthermore, on circulating free DNA (cfDNA)-based baseline analyses, the decrease of HER2 levels and the occurrence of HER2 truncated forms (p95HER2) emerged as the main mechanism of resistance to dual blockade with trastuzumab and pertuzumab.

Moreover, since the combination of irreversible TKIs and ADCs has shown to increase the internalisation of the receptor and the subsequent uptake of the ADCs’ payload, the synergistic combination of a TKI with T-DXd may facilitate drug internalisation and overcome resistances related to the decrease of HER2 expression. To date, several studies are ongoing (Table 1) [49].

4.2. Statins and ADCs

As previously described, the alteration of T-DM1 internalization through the increase of CAV1 may represent a possible mechanism of resistance to T-DM1 [33]. According to preclinical evidences demonstrating the role of statins in CAV1 inhibition, their potential role in the subsequent prevention of HER2 internalization was evaluated; in fact, a recent in vitro study demonstrated a significant correlation between lovastatin intake and increased cell plasma membrane-bound HER2, as well as an improved sensitivity to trastuzumab in HER2-positive gastric cancer [50]. In order to investigate whether these results might be observed in the clinic, retrospective analyses has been recently conducted in a cohort of 164 patients with HER2-positive mBC who received T-DM1; interesting results has been reported with a median PFS of 14 months (95% confidence interval [CI], 3.5–24 months) in patients using statin compared to 5.4 months (95%CI, 3.9–7.0 months) in those who had no record of statin use (p = 0.1). In summary, these findings make statins as a potential therapeutic partner for anti-HER2 ADCs. Further studies are needed to better define the role of this association also in HER2-low setting [51].

4.3. Immune-Checkpoint Inhibitors and ADCs

The immune-stimulating effect related to the payload cytotoxicity led to investigate the combinations of immunotherapy and anti-HER2 ADCs. In particular, the combination of T-DM1 with ICIs showed greater signals of efficacy than T-DM1 monotherapy in patients pre-treated with trastuzumab, suggesting a potential enhancement of the immune system by conjugated maytansanoid [52].

Anti-TOP1 payloads, such as deruxtecan or govitecan, could stimulate both innate and adaptive immune response because of their DNA damage mediated effect; different mechanisms have been described, including cyclic GMP-AMP synthase (cGAS)/STING signalling pathway activation [53], DNA damage-induced antigen presentation via tumor cell MHC class I molecules [54], and DNA damage-induced release of tumor microvescicles [55]. Specifically, T-DXd demonstrated to increase immune-cells and to enhance PD-L1 and MHC class I expression on tumor cells in mouse models [56]; however slight results emerged in human cell lines affected by HER2-positive gastric cancer, where T-DXd demonstrated to provide only a modest upregulation of MHC I and CXCL9/10/11 [57]. According to this biological rationale, many trials are investigating the combination of T-DXd with ICIs (Table 1).

4.4. DNA-Damaging Agents and ADCs

Another possibility to enhance the cytotoxic effect of anti-TOP1 payloads may be the combination with other drugs sensitizing cells to DNA-damaging, such as PolyADP-Ribose Polymerase-1 (PARP) inhibitors [58], which demonstrated to halt DNA stabilization with a potential synergic role. Some investigation trials are ongoing (Table 1).

Other combination strategies may involve the inhibition of ATM–Chk2 and ATR–Chk1 pathways, two kinase signalling cascades activated by DNA double-strand and single-strand breaks, respectively [59]. In recent studies conducted in in vitro and xenograft models [60], the inhibition of ATR and Chk1 demonstrated to sensitize cancer cells to TOP1 inhibitors; according to these biological evidences many trials are investigating the combination of antibodies conjugated with anti-TOP1 and Chk1 or ATR inhibitors (Table 1).

5. Next Generation ADCs to Overcome or Prevent Resistances

In order to further improve clinical outcomes in patients with HER2-positive or HER2low mBC, many next generation ADCs, composed by different target and payloads, are currently under development (Table 1).

Trastuzumab duocarmazine (SYD985) demonstrated highly in vitro effectiveness in killing cancer cells expressing different levels of HER2, through a bystander killing of HER2-negative cells, and a superiority to T-DM1, with a 10–70-fold increase in potency in BC patient-derived xenografts models [61]. Furthermore, the objective response rate of 40% emerged in heavily treated patients with HER2-positive mBC led to Trastuzumab duocarmazine fast-designation approval from FDA in January 2018 [62]; results from the cohort of patients with HER2low (n = 47) were also encouraging, with an objective response achieved in 28% of patients with hormone receptor-positive mBC. The phase 3 trial TULIP evaluated the efficacy Trastuzumab duocarmazine versus physician’s choice chemotherapy in patients with HER2-positive mBC pre-treated with at least two anti-HER2 regimens, including T-DM1; despite a benefit in median PFS (7.0 vs. 4.9 months; HR 0.64, 95% CI: 0.49–0.84; p = 0.002), many safety concerns emerged and 35% (vs. 10%) of patients discontinued the treatment because of adverse events [63].

Disitamab vedotin showed promising results in HER2low setting and is currently being investigated in a HER2low mBC population versus chemotherapy in a phase III trial (NCT04400695) [64].

Furthermore, in preclinical studies, Zanidatamab zodovotin, a novel bispecific-ADC targeting 2 different HER2 epitopes and conjugated to an anti-microtubule agent by a cleavable linker, demonstrated to determine HER2 receptor clustering, rapid receptor internalization, inhibition of recycling, and lysosomal degradation [65]. These mechanisms could be useful in order to overcome acquired mechanisms of resistance to anti-HER2 ADCs. Zanidatamab zodovotin is currently being studied in a phase I trial (NCT03821233) and preliminary results demonstrated encouraging responses in heavily pretreated patients with HER2-positive solid cancers [66].

As far as targets other than HER2, HER3 overexpression seems to be associated to resistance to anti-HER2 agents (both trastuzumab and T-DM1) [41]; in fact, HER3 inhibition demonstrated to overcome the acquired trastuzumab resistance in HER2-positive gastric cancer-derived xenograft [67]. According to these data, there is a strong preclinical rationale to evaluate anti-HER3 agents, and in particular anti-HER3 ADCs, such as Patritumab deruxtecan, in patients progressing to anti-HER2 ADCs with HER3-high mBC. Interestingly, in a small subgroup of 14 heavily pre-treated patients with HER2-positive HER3-high mBC, Patritumab deruxtecan showed important signals of activity, with an objective response rate of 43% and a disease control rate of 93% [68]. An ongoing single arm phase 2 clinical trial (NCT04699630) aims at recruiting 120 pre-treated patients with HER2-positive HER3-high mBC and at evaluating the activity of this promising ADC [69].

6. Current Issues and Future Challenges

As stated, many novel agents, including ADCs, and combination approaches are emerging as promising strategies for the treatment of patients with HER2-positive or HER2low mBC. For example, T-DXs showed an ever-progressive improvement of clinical outcomes in third- and second-line settings, in DESTINY-Breast02 and 03 clinical trials, respectively [70].

The positioning in ever-earlier lines of novel ADCs raises the issue about the efficacy of older agents in later lines, after a PD on more effective therapies. For example, the efficacy of T-DM1, pertuzumab or lapatinib after T-DXd is not fully understood and should be prospectively evaluated, also considering the rate of intrinsic subtype switch of HER2-positive mBC under the selective pressure of anti-HER2 therapies. For example, the dual HER2 blockade with neoadjuvant trastuzumab, lapatinib and paclitaxel in patients with PAM50 HER2-enriched early BC demonstrated to induce low-proliferative Luminal A phenotype [71]. However, in the last update of DESTINY-Breast03 clinical trial, promising signals in terms of PFS to the subsequent therapy (PFS2) emerged (40 vs. 26 months; hazard ratio [HR]: 0.47; 95%CI: 0.35–0.62), highlighting that T-DXd may not negatively impact on the efficacy of subsequent treatments (35% of patients from T-DXd arm received T-DM1) [70].

In order to optimize the repositioning of older agents, and to prioritize the development of all these emerging agents and strategies, a huge effort to identify biomarkers of response and resistance is required. For example, loss of function neurofibromatosis 1 (NF1) mutations, which account for about 8% of mBC, are associated with microtubule dysfunction; in fact, chromosome alignment defects and multipolar spindle formations were founded in NF1-mutant cellular models of HER2-positive BC [72,73]. According to this preclinical evidence, it has been demonstrated that response to T-DM1 was significantly increased in NF1 knockout models (IC50 ~0.3 vs. 1.6 μg/mL in NF1-WT); this sensitization was not observed with other ADCs and was reproducible with mertansine alone, suggesting a pharmacologically relevant NF1 activity on microtubules. Therefore, there is as strong preclinical rationale to investigate T-DM1 and ADCs with anti-microtubule as payload in patients with HER2-positive NF1-mutant BC progressing on T-DXd.

Importantly, as far as resistance, the mere transfer of resistance mechanisms and biomarkers of older agents (e.g., trastuzumab or pertuzumab) to novel drugs (e.g., T-DXd) should be avoided. In fact, for example, the downstream MAPK or PI3K alterations emerged as mechanisms of resistance to trastuzumab and pertuzumab, but not to T-DM1 and T-DXd [74]. Therefore, a continuous effort of combination of preclinical data and clinical evidences is needed in order to identify further intrinsic and extrinsic mechanisms of resistance, and to better understand the interactions between overexpressed tumor cell pathways and tumor microenvironment [4].

Once identified in preclinical and clinical setting, biomarkers of resistance should be assessed in terms of analytical validity and draggability. In order to better depict the spatial heterogeneity of drug-resistance in metastatic setting, samples should be acquired by both tissue and liquid biopsies, preferably with a multiple-time point and longitudinal approach. Furthermore, prospective studies are needed for the assessment of a biomarker clinical validity, and, finally, the demonstration its clinical utility requires clinical trials using the biomarker status for patient selection or patient stratification [75].

However, the high speed of new drug development does not allow all these questions to be answered with post-hoc prospective validations of biomarkers. Therefore, there is an urgent need to further enhance the translational backbone of clinical trials and to share the results of biomarker analyses with the same speed as drug development [76]. In this regard, a major effort to identify and validate surrogate endpoints to accelerate not only drug approval but also biomarker analysis for patient selection is required.

7. Conclusions

In conclusion, despite the advent of anti-HER2 ADCs represented an important therapeutic breakthrough in patients with HER2-positive and HER2low mBC, their benefit is limited because of the occurrence of acquired and de novo resistances. Therefore, a further effort to overcome resistance through novel strategies and approaches is required. DAISY trial paved the way in the study of T-DXd mechanisms of action and resistance, providing encouraging but still inconclusive results. In addition, intriguing preclinical data led to several clinical studies evaluating possible therapeutic combinations to enhance ADC efficacy, and overcome or prevent resistances. Finally, novel emerging ADCs, such as Trastuzumab duocarmazine, Disitamab vedotin and Zanidatamab zodovotin, demonstrated promising signals of activity in both HER2-positive and HER2low setting.

The next challenge will be the definition of a treatment algorithm including all these emerging agents and combination approaches. In this regard, there is an urgent need to identify the most promising biomarkers of resistance and response to anti-HER2 ADCs, by longitudinal sampling of tissue and liquid biopsies, and, subsequently, to validate their clinical utility in prospective clinical trials.

Abbreviations

HER2, epidermal growth factor receptor 2; HER3: epidermal growth factor receptor 3; PD, progression disease; ICI, immune checkpoint inhibitor; iDFS, invasive disease-free survival; mBC, metastatic breast cancer; ORR, overall response rate; OS, overall survival; pCR, pathological complete response; PD-L1, programmed death ligand 1; PFS, progression free survival; T-DM1, trastuzumab emtansine; T-DXd: trastuzumab deruxtecan; TKIs: tyrosine kinase inhibitors.

Author Contributions

Conceptualization, L.G., G.P. and C.V.; writing—original draft preparation, L.G., G.P. and C.V.; writing—review and editing, all authors; visualization, L.G. and C.V.; supervision, G.C. and P.T. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

GC received honoraria for speaker’s engagement: Roche, Seattle Genetics, Novartis, Lilly, Pfizer, Foundation Medicine, NanoString, Samsung, Celltrion, BMS, MSD; Honoraria for providing consultancy: Roche, Seattle Genetics, NanoString; Honoraria for participating in Advisory Board: Roche, Lilly, Pfizer, Foundation Medicine, Samsung, Celltrion, Mylan; Honoraria for writing engagement: Novartis, BMS; Honoraria for participation in Ellipsis Scientific Affairs Group; Institutional research funding for conducting phase I and II clinical trials: Pfizer, Roche, Novartis, Sanofi, Celgene, Servier, Orion, AstraZeneca, Seattle Genetics, AbbVie, Tesaro, BMS, Merck Serono, Merck Sharp Dome, Janssen-Cilag, Philogen, Bayer, Medivation, Medimmune. PT served as advisor/consultant for AstraZeneca. Other authors declare no conflict of interest.

Funding Statement

This research received no external funding.

Footnotes

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References

  • 1.Siegel R.L., Miller K.D., Jemal A. Cancer Statistics, 2019. CA Cancer J. Clin. 2019;69:7–34. doi: 10.3322/caac.21551. [DOI] [PubMed] [Google Scholar]
  • 2.Giaquinto A.N., Sung H., Miller K.D., Kramer J.L., Newman L.A., Minihan A., Jemal A., Siegel R.L. Breast Cancer Statistics, 2022. CA Cancer J. Clin. 2022;72:524–541. doi: 10.3322/caac.21754. [DOI] [PubMed] [Google Scholar]
  • 3.Choong G.M., Cullen G.D., O’Sullivan C.C. Evolving Standards of Care and New Challenges in the Management of HER2-positive Breast Cancer. CA Cancer J. Clin. 2020;70:355–374. doi: 10.3322/caac.21634. [DOI] [PubMed] [Google Scholar]
  • 4.Longley D., Johnston P. Molecular Mechanisms of Drug Resistance. J. Pathol. 2005;205:275–292. doi: 10.1002/path.1706. [DOI] [PubMed] [Google Scholar]
  • 5.Tarantino P., Carmagnani Pestana R., Corti C., Modi S., Bardia A., Tolaney S.M., Cortes J., Soria J., Curigliano G. Antibody–Drug Conjugates: Smart Chemotherapy Delivery across Tumor Histologies. CA Cancer J. Clin. 2022;72:165–182. doi: 10.3322/caac.21705. [DOI] [PubMed] [Google Scholar]
  • 6.Drago J.Z., Modi S., Chandarlapaty S. Unlocking the Potential of Antibody–Drug Conjugates for Cancer Therapy. Nat. Rev. Clin. Oncol. 2021;18:327–344. doi: 10.1038/s41571-021-00470-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Corti C., Giugliano F., Nicolò E., Ascione L., Curigliano G. Antibody–Drug Conjugates for the Treatment of Breast Cancer. Cancers. 2021;13:2898. doi: 10.3390/cancers13122898. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Criscitiello C., Morganti S., Curigliano G. Antibody–Drug Conjugates in Solid Tumors: A Look into Novel Targets. J. Hematol. Oncol. 2021;14:20. doi: 10.1186/s13045-021-01035-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Jain N., Smith S.W., Ghone S., Tomczuk B. Current ADC Linker Chemistry. Pharm. Res. 2015;32:3526–3540. doi: 10.1007/s11095-015-1657-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Hall E.J. The Bystander Effect. Health Phys. 2003;85:31–35. doi: 10.1097/00004032-200307000-00008. [DOI] [PubMed] [Google Scholar]
  • 11.Amiri-Kordestani L., Blumenthal G.M., Xu Q.C., Zhang L., Tang S.W., Ha L., Weinberg W.C., Chi B., Candau-Chacon R., Hughes P., et al. FDA Approval: Ado-Trastuzumab Emtansine for the Treatment of Patients with HER2-Positive Metastatic Breast Cancer. Clin. Cancer Res. 2014;20:4436–4441. doi: 10.1158/1078-0432.CCR-14-0012. [DOI] [PubMed] [Google Scholar]
  • 12.Krop I.E., Kim S.-B., Martin A.G., LoRusso P.M., Ferrero J.-M., Badovinac-Crnjevic T., Hoersch S., Smitt M., Wildiers H. Trastuzumab Emtansine versus Treatment of Physician’s Choice in Patients with Previously Treated HER2-Positive Metastatic Breast Cancer (TH3RESA): Final Overall Survival Results from a Randomised Open-Label Phase 3 Trial. Lancet Oncol. 2017;18:743–754. doi: 10.1016/S1470-2045(17)30313-3. [DOI] [PubMed] [Google Scholar]
  • 13.Díaz-Rodríguez E., Gandullo-Sánchez L., Ocaña A., Pandiella A. Novel ADCs and Strategies to Overcome Resistance to Anti-HER2 ADCs. Cancers. 2021;14:154. doi: 10.3390/cancers14010154. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Hunter F.W., Barker H.R., Lipert B., Rothé F., Gebhart G., Piccart-Gebhart M.J., Sotiriou C., Jamieson S.M.F. Mechanisms of Resistance to Trastuzumab Emtansine (T-DM1) in HER2-Positive Breast Cancer. Br. J. Cancer. 2020;122:603–612. doi: 10.1038/s41416-019-0635-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Beck A., Goetsch L., Dumontet C., Corvaïa N. Strategies and Challenges for the next Generation of Antibody–Drug Conjugates. Nat. Rev. Drug Discov. 2017;16:315–337. doi: 10.1038/nrd.2016.268. [DOI] [PubMed] [Google Scholar]
  • 16.Tarantino P., Hamilton E., Tolaney S.M., Cortes J., Morganti S., Ferraro E., Marra A., Viale G., Trapani D., Cardoso F., et al. HER2-Low Breast Cancer: Pathological and Clinical Landscape. J. Clin. Oncol. 2020;38:1951–1962. doi: 10.1200/JCO.19.02488. [DOI] [PubMed] [Google Scholar]
  • 17.Modi S., Jacot W., Yamashita T., Sohn J., Vidal M., Tokunaga E., Tsurutani J., Ueno N.T., Prat A., Chae Y.S., et al. Trastuzumab Deruxtecan in Previously Treated HER2-Low Advanced Breast Cancer. N. Engl. J. Med. 2022;387:9–20. doi: 10.1056/NEJMoa2203690. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Cortés J., Kim S.-B., Chung W.-P., Im S.-A., Park Y.H., Hegg R., Kim M.H., Tseng L.-M., Petry V., Chung C.-F., et al. Trastuzumab Deruxtecan versus Trastuzumab Emtansine for Breast Cancer. N. Engl. J. Med. 2022;386:1143–1154. doi: 10.1056/NEJMoa2115022. [DOI] [PubMed] [Google Scholar]
  • 19.Skidmore L., Sakamuri S., Knudsen N.A., Hewet A.G., Milutinovic S., Barkho W., Biroc S.L., Kirtley J., Marsden R., Storey K., et al. ARX788, a Site-Specific Anti-HER2 Antibody–Drug Conjugate, Demonstrates Potent and Selective Activity in HER2-Low and T-DM1–Resistant Breast and Gastric Cancers. Mol. Cancer Ther. 2020;19:1833–1843. doi: 10.1158/1535-7163.MCT-19-1004. [DOI] [PubMed] [Google Scholar]
  • 20.Eiger D., Agostinetto E., Saúde-Conde R., de Azambuja E. The Exciting New Field of HER2-Low Breast Cancer Treatment. Cancers. 2021;13:1015. doi: 10.3390/cancers13051015. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Clinicaltrials.gov A Study of RC48-ADC for the Treatment of Locally Advanced or Metastatic Breast Cancer with Low Expression of HER2. [(accessed on 21 December 2022)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04400695.
  • 22.Barroso-Sousa R., Tolaney S.M. Clinical Development of New Antibody–Drug Conjugates in Breast Cancer: To Infinity and Beyond. BioDrugs. 2021;35:159–174. doi: 10.1007/s40259-021-00472-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Coates J.T., Sun S., Leshchiner I., Thimmiah N., Martin E.E., McLoughlin D., Danysh B.P., Slowik K., Jacobs R.A., Rhrissorrakrai K., et al. Parallel Genomic Alterations of Antigen and Payload Targets Mediate Polyclonal Acquired Clinical Resistance to Sacituzumab Govitecan in Triple-Negative Breast Cancer. Cancer Discov. 2021;11:2436–2445. doi: 10.1158/2159-8290.CD-21-0702. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Food and Drug Administration FDA Approves Fam-Trastuzumab Deruxtecan-Nxki for Unresectable or Metastatic HER2-Positive Breast Cancer. [(accessed on 27 December 2022)]; Available online: https://www.fda.gov/drugs/resources-information-approved-drugs/fda-grants-regular-approval-fam-trastuzumab-deruxtecan-nxki-breast-cancer.
  • 25.Barok M., Tanner M., Köninki K., Isola J. Trastuzumab-DM1 Causes Tumour Growth Inhibition by Mitotic Catastrophe in Trastuzumab-Resistant Breast Cancer Cells in Vivo. Breast Cancer Res. 2011;13:R46. doi: 10.1186/bcr2868. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Verma S., Miles D., Gianni L., Krop I.E., Welslau M., Baselga J., Pegram M., Oh D.-Y., Diéras V., Guardino E., et al. Trastuzumab Emtansine for HER2-Positive Advanced Breast Cancer. N. Engl. J. Med. 2012;367:1783–1791. doi: 10.1056/NEJMoa1209124. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Venetis K., Crimini E., Sajjadi E., Corti C., Guerini-Rocco E., Viale G., Curigliano G., Criscitiello C., Fusco N. HER2 Low, Ultra-Low, and Novel Complementary Biomarkers: Expanding the Spectrum of HER2 Positivity in Breast Cancer. Front. Mol. Biosci. 2022;9:834651. doi: 10.3389/fmolb.2022.834651. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Metzger Filho O., Viale G., Trippa L., Li T., Yardley D.A., Mayer I.A., Abramson V.G., Arteaga C.L., Spring L., Waks A.G., et al. HER2 Heterogeneity as a Predictor of Response to Neoadjuvant T-DM1 plus Pertuzumab: Results from a Prospective Clinical Trial. J. Clin. Oncol. 2019;37:502. doi: 10.1200/JCO.2019.37.15_suppl.502. [DOI] [Google Scholar]
  • 29.Zuo W.-J., Jiang Y.-Z., Wang Y.-J., Xu X.-E., Hu X., Liu G.-Y., Wu J., Di G.-H., Yu K.-D., Shao Z.-M. Dual Characteristics of Novel HER2 Kinase Domain Mutations in Response to HER2-Targeted Therapies in Human Breast Cancer. Clin. Cancer Res. 2016;22:4859–4869. doi: 10.1158/1078-0432.CCR-15-3036. [DOI] [PubMed] [Google Scholar]
  • 30.Arribas J., Baselga J., Pedersen K., Parra-Palau J.L. P95HER2 and Breast Cancer. Cancer Res. 2011;71:1515–1519. doi: 10.1158/0008-5472.CAN-10-3795. [DOI] [PubMed] [Google Scholar]
  • 31.Pályi-Krekk Z., Barok M., Isola J., Tammi M., Szöllo˝si J., Nagy P. Hyaluronan-Induced Masking of ErbB2 and CD44-Enhanced Trastuzumab Internalisation in Trastuzumab Resistant Breast Cancer. Eur. J. Cancer. 2007;43:2423–2433. doi: 10.1016/j.ejca.2007.08.018. [DOI] [PubMed] [Google Scholar]
  • 32.Mayor S., Pagano R.E. Pathways of Clathrin-Independent Endocytosis. Nat. Rev. Mol. Cell. Biol. 2007;8:603–612. doi: 10.1038/nrm2216. [DOI] [PubMed] [Google Scholar]
  • 33.Sung M., Tan X., Lu B., Golas J., Hosselet C., Wang F., Tylaska L., King L., Zhou D., Dushin R., et al. Caveolae-Mediated Endocytosis as a Novel Mechanism of Resistance to Trastuzumab Emtansine (T-DM1) Mol. Cancer Ther. 2018;17:243–253. doi: 10.1158/1535-7163.MCT-17-0403. [DOI] [PubMed] [Google Scholar]
  • 34.Indira Chandran V., Månsson A.-S., Barbachowska M., Cerezo-Magaña M., Nodin B., Joshi B., Koppada N., Saad O.M., Gluz O., Isaksson K., et al. Hypoxia Attenuates Trastuzumab Uptake and Trastuzumab-Emtansine (T-DM1) Cytotoxicity through Redistribution of Phosphorylated Caveolin-1. Mol. Cancer Res. 2020;18:644–656. doi: 10.1158/1541-7786.MCR-19-0856. [DOI] [PubMed] [Google Scholar]
  • 35.Pereira P.M.R., Sharma S.K., Carter L.M., Edwards K.J., Pourat J., Ragupathi A., Janjigian Y.Y., Durack J.C., Lewis J.S. Caveolin-1 Mediates Cellular Distribution of HER2 and Affects Trastuzumab Binding and Therapeutic Efficacy. Nat. Commun. 2018;9:5137. doi: 10.1038/s41467-018-07608-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Baldassarre T., Truesdell P., Craig A.W. Endophilin A2 Promotes HER2 Internalization and Sensitivity to Trastuzumab-Based Therapy in HER2-Positive Breast Cancers. Breast Cancer Res. 2017;19:110. doi: 10.1186/s13058-017-0900-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Austin C.D., de Mazière A.M., Pisacane P.I., van Dijk S.M., Eigenbrot C., Sliwkowski M.X., Klumperman J., Scheller R.H. Endocytosis and Sorting of ErbB2 and the Site of Action of Cancer Therapeutics Trastuzumab and Geldanamycin. Mol. Biol. Cell. 2004;15:5268–5282. doi: 10.1091/mbc.e04-07-0591. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Loganzo F., Tan X., Sung M., Jin G., Myers J.S., Melamud E., Wang F., Diesl V., Follettie M.T., Musto S., et al. Tumor Cells Chronically Treated with a Trastuzumab–Maytansinoid Antibody–Drug Conjugate Develop Varied Resistance Mechanisms but Respond to Alternate Treatments. Mol. Cancer Ther. 2015;14:952–963. doi: 10.1158/1535-7163.MCT-14-0862. [DOI] [PubMed] [Google Scholar]
  • 39.Raja S.M., Clubb R.J., Bhattacharyya M., Dimri M., Cheng H., Pan W., Ortega-Cava C., Lakku-Reddi A., Naramura M., Band V., et al. A Combination of Trastuzumab and 17-AAG Induces Enhanced Ubiquitinylation and Lysosomal Pathway-Dependent ErbB2 Degradation and Cytotoxicity in ErbB2-Overexpressing Breast Cancer Cells. Cancer Biol. Ther. 2008;7:1630–1640. doi: 10.4161/cbt.7.10.6585. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Li G., Guo J., Shen B.-Q., Yadav D.B., Sliwkowski M.X., Crocker L.M., Lacap J.A., Phillips G.D.L. Mechanisms of Acquired Resistance to Trastuzumab Emtansine in Breast Cancer Cells. Mol. Cancer Ther. 2018;17:1441–1453. doi: 10.1158/1535-7163.MCT-17-0296. [DOI] [PubMed] [Google Scholar]
  • 41.Schwarz L.J., Hutchinson K.E., Rexer B.N., Estrada M.V., Gonzalez Ericsson P.I., Sanders M.E., Dugger T.C., Formisano L., Guerrero-Zotano A., Red-Brewer M., et al. An ERBB1-3 Neutralizing Antibody Mixture with High Activity against Drug-Resistant HER2+ Breast Cancers with ERBB Ligand Overexpression. JNCI: J. Natl. Cancer Inst. 2017;109:dix065. doi: 10.1093/jnci/djx065. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Modi S., Saura C., Yamashita T., Park Y.H., Kim S.-B., Tamura K., Andre F., Iwata H., Ito Y., Tsurutani J., et al. Trastuzumab Deruxtecan in Previously Treated HER2-Positive Breast Cancer. N. Engl. J. Med. 2020;382:610–621. doi: 10.1056/NEJMoa1914510. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Mosele M.F., Lusque A., Dieras V., Deluche E., Ducoulombier A., Pistilli B., Bachelot T., Viret F., Levy C., Signolle N., et al. LBA1 Unraveling the Mechanism of Action and Resistance to Trastuzumab Deruxtecan (T-DXd): Biomarker Analyses from Patients from DAISY Trial. Ann. Oncol. 2022;33:S123. doi: 10.1016/j.annonc.2022.03.277. [DOI] [Google Scholar]
  • 44.Shah S., Kim Y., Ostrovnaya I., Murali R., Schrader K.A., Lach F.P., Sarrel K., Rau-Murthy R., Hansen N., Zhang L., et al. Assessment of SLX4 Mutations in Hereditary Breast Cancers. PLoS ONE. 2013;8:e66961. doi: 10.1371/journal.pone.0066961. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Scaltriti M., Rojo F., Ocaña A., Anido J., Guzman M., Cortes J., Di Cosimo S., Matias-Guiu X., Ramon y Cajal S., Arribas J., et al. Expression of P95HER2, a Truncated Form of the HER2 Receptor, and Response to Anti-HER2 Therapies in Breast Cancer. J. Natl. Cancer Inst. 2007;99:628–638. doi: 10.1093/jnci/djk134. [DOI] [PubMed] [Google Scholar]
  • 46.Chan A., Moy B., Mansi J., Ejlertsen B., Holmes F.A., Chia S., Iwata H., Gnant M., Loibl S., Barrios C.H., et al. Final Efficacy Results of Neratinib in HER2-Positive Hormone Receptor-Positive Early-Stage Breast Cancer from the Phase III ExteNET Trial. Clin. Breast Cancer. 2021;21:80–91.e7. doi: 10.1016/j.clbc.2020.09.014. [DOI] [PubMed] [Google Scholar]
  • 47.Burstein H.J., Sun Y., Dirix L.Y., Jiang Z., Paridaens R., Tan A.R., Awada A., Ranade A., Jiao S., Schwartz G., et al. Neratinib, an Irreversible ErbB Receptor Tyrosine Kinase Inhibitor, in Patients with Advanced ErbB2-Positive Breast Cancer. J. Clin. Oncol. 2010;28:1301–1307. doi: 10.1200/JCO.2009.25.8707. [DOI] [PubMed] [Google Scholar]
  • 48.Abraham J., Montero A.J., Jankowitz R.C., Salkeni M.A., Beumer J.H., Kiesel B.F., Piette F., Adamson L.M., Nagy R.J., Lanman R.B., et al. Safety and Efficacy of T-DM1 plus Neratinib in Patients with Metastatic HER2-Positive Breast Cancer: NSABP Foundation Trial FB-10. J. Clin. Oncol. 2019;37:2601–2609. doi: 10.1200/JCO.19.00858. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Li B.T., Michelini F., Misale S., Cocco E., Baldino L., Cai Y., Shifman S., Tu H.-Y., Myers M.L., Xu C., et al. HER2-Mediated Internalization of Cytotoxic Agents in ERBB2 Amplified or Mutant Lung Cancers. Cancer Discov. 2020;10:674–687. doi: 10.1158/2159-8290.CD-20-0215. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Pereira P.M.R., Mandleywala K., Monette S., Lumish M., Tully K.M., Panikar S.S., Cornejo M., Mauguen A., Ragupathi A., Keltee N.C., et al. Caveolin-1 Temporal Modulation Enhances Antibody Drug Efficacy in Heterogeneous Gastric Cancer. Nat. Commun. 2022;13:2526. doi: 10.1038/s41467-022-30142-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Liu B., Drago J.Z., Rao Y., Pereira P.R., Safonov A., Marra A., Ahmed M.S., Modi S., Reis-Filho J.S., Montemurro F., et al. Abstract 1787: Statin Therapy Enhances the Efficacy of HER2 Directed Antibody-Drug Conjugates in Breast Cancer. Cancer Res. 2022;82:1787. doi: 10.1158/1538-7445.AM2022-1787. [DOI] [Google Scholar]
  • 52.Müller P., Kreuzaler M., Khan T., Thommen D.S., Martin K., Glatz K., Savic S., Harbeck N., Nitz U., Gluz O., et al. Trastuzumab Emtansine (T-DM1) Renders HER2+ Breast Cancer Highly Susceptible to CTLA-4/PD-1 Blockade. Sci. Transl. Med. 2015;7:315ra188. doi: 10.1126/scitranslmed.aac4925. [DOI] [PubMed] [Google Scholar]
  • 53.Marinello J., Arleo A., Russo M., Delcuratolo M., Ciccarelli F., Pommier Y., Capranico G. Topoisomerase I Poison-Triggered Immune Gene Activation Is Markedly Reduced in Human Small-Cell Lung Cancers by Impairment of the CGAS/STING Pathway. Br. J. Cancer. 2022;127:1214–1225. doi: 10.1038/s41416-022-01894-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Yatim N., Cullen S., Albert M.L. Dying Cells Actively Regulate Adaptive Immune Responses. Nat. Rev. Immunol. 2017;17:262–275. doi: 10.1038/nri.2017.9. [DOI] [PubMed] [Google Scholar]
  • 55.Meldolesi J. Extracellular Vesicles, News about Their Role in Immune Cells: Physiology, Pathology and Diseases. Clin. Exp. Immunol. 2019;196:318–327. doi: 10.1111/cei.13274. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Iwata T.N., Ishii C., Ishida S., Ogitani Y., Wada T., Agatsuma T. A HER2-Targeting Antibody-Drug Conjugate, Trastuzumab Deruxtecan (DS-8201a), Enhances Antitumor Immunity in a Mouse Model. Mol. Cancer Ther. 2018;17:1494–1503. doi: 10.1158/1535-7163.MCT-17-0749. [DOI] [PubMed] [Google Scholar]
  • 57.Nakajima S., Mimura K., Matsumoto T., Thar Min A.K., Ito M., Nakano H., Neupane P., Kanke Y., Okayama H., Saito M., et al. The Effects of T-DXd on the Expression of HLA Class I and Chemokines CXCL9/10/11 in HER2-Overexpressing Gastric Cancer Cells. Sci. Rep. 2021;11:16891. doi: 10.1038/s41598-021-96521-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Bryant H.E., Petermann E., Schultz N., Jemth A.S., Loseva O., Issaeva N., Johansson F., Fernandez S., McGlynn P., Helleday T. PARP Is Activated at Stalled Forks to Mediate Mre11-Dependent Replication Restart and Recombination. EMBO J. 2009;28:2601–2615. doi: 10.1038/emboj.2009.206. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Smith J., Mun Tho L., Xu N., Gillespie D.A. The ATM-Chk2 and ATR-Chk1 Pathways in DNA Damage Signaling and Cancer. Adv. Cancer Res. 2010;108:73–112. doi: 10.1016/B978-0-12-380888-2.00003-0. [DOI] [PubMed] [Google Scholar]
  • 60.Bjornsti M.A., Kaufmann S.H. Topoisomerases and Cancer Chemotherapy: Recent Advances and Unanswered Questions. F1000Research. 2019;8:1–18. doi: 10.12688/f1000research.20201.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Dokter W., Ubink R., van der Lee M., van der Vleuten M., van Achterberg T., Jacobs D., Loosveld E., van den Dobbelsteen D., Egging D., Mattaar E., et al. Preclinical Profile of the HER2-Targeting ADC SYD983/SYD985: Introduction of a New Duocarmycin-Based Linker-Drug Platform. Mol. Cancer Ther. 2014;13:2618–2629. doi: 10.1158/1535-7163.MCT-14-0040-T. [DOI] [PubMed] [Google Scholar]
  • 62.Banerji U., van Herpen C.M.L., Saura C., Thistlethwaite F., Lord S., Moreno V., Macpherson I.R., Boni V., Rolfo C., de Vries E.G.E., et al. Trastuzumab Duocarmazine in Locally Advanced and Metastatic Solid Tumours and HER2-Expressing Breast Cancer: A Phase 1 Dose-Escalation and Dose-Expansion Study. Lancet Oncol. 2019;20:1124–1135. doi: 10.1016/S1470-2045(19)30328-6. [DOI] [PubMed] [Google Scholar]
  • 63.Saura Manich C., Shaughness J.O., Aftimos P.G., van den Tweel E., Oesterholt M., Escrivá-de-Romaní S.I., Quenel Tueux N., Tan T.J., Lim J.S., Ladoire S., et al. LBA15-Primary Outcome of the Phase III SYD985.002/TULIP Trial Comparing [Vic-]Trastuzumab Duocarmazine to Physician’s Choice Treatment in Patients with Pre-Treated HER2-Positive Locally Advanced or Metastatic Breast Cancer. Ann. Oncol. 2021;32:S1283–S1346. doi: 10.1016/j.annonc.2021.08.2088. [DOI] [Google Scholar]
  • 64.Wang J., Liu Y., Zhang Q., Feng J., Fang J., Chen X., Han Y., Li Q., Zhang P., Yuan P., et al. RC48-ADC, a HER2-Targeting Antibody-Drug Conjugate, in Patients with HER2-Positive and HER2-Low Expressing Advanced or Metastatic Breast Cancer: A Pooled Analysis of Two Studies. J. Clin. Oncol. 2021;39:1022. doi: 10.1200/JCO.2021.39.15_suppl.1022. [DOI] [Google Scholar]
  • 65.Li J.Y., Perry S.R., Muniz-Medina V., Wang X., Wetzel L.K., Rebelatto M.C., Hinrichs M.J.M., Bezabeh B.Z., Fleming R.L., Dimasi N., et al. A Biparatopic HER2-Targeting Antibody-Drug Conjugate Induces Tumor Regression in Primary Models Refractory to or Ineligible for HER2-Targeted Therapy. Cancer Cell. 2016;29:117–129. doi: 10.1016/j.ccell.2015.12.008. [DOI] [PubMed] [Google Scholar]
  • 66.Jhaveri K., Han H., Dotan E., Oh D.-Y., Ferrario C., Tolcher A., Lee K.-W., Liao C.-Y., Kang Y.-K., Kim Y.H., et al. 460MO Preliminary Results from a Phase I Study Using the Bispecific, Human Epidermal Growth Factor 2 (HER2)-Targeting Antibody-Drug Conjugate (ADC) Zanidatamab Zovodotin (ZW49) in Solid Cancers. Ann. Oncol. 2022;33:S749–S750. doi: 10.1016/j.annonc.2022.07.589. [DOI] [Google Scholar]
  • 67.Zhang M., Li B., Liao H., Chen Z., Huang W., Yang J., Ge S., Li Z., Shen L., Zhang C., et al. Targeting HER3 or MEK Overcomes Acquired Trastuzumab Resistance in HER2-Positive Gastric Cancer-Derived Xenograft. Cell Death Discov. 2022;8:478. doi: 10.1038/s41420-022-01259-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Krop I.E., Masuda N., Mukohara T., Takahashi S., Nakayama T., Inoue K., Iwata H., Toyama T., Yamamoto Y., Hansra D.M., et al. Results from the Phase 1/2 Study of Patritumab Deruxtecan, a HER3-Directed Antibody-Drug Conjugate (ADC), in Patients with HER3-Expressing Metastatic Breast Cancer (MBC) J. Clin. Oncol. 2022;40:1002. doi: 10.1200/JCO.2022.40.16_suppl.1002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Clinicaltrials.gov A Study of U3-1402 in Subjects with Metastatic Breast Cancer. [(accessed on 19 December 2022)]; Available online: https://clinicaltrials.gov/ct2/show/NCT04699630.
  • 70.Hurvitz S.A., Hegg R., Chung W.-P., Im S.-A., Jacot W., Ganju V., Chiu J.W.Y., Xu B., Hamilton E., Madhusudan S., et al. Trastuzumab Deruxtecan versus Trastuzumab Emtansine in Patients with HER2-Positive Metastatic Breast Cancer: Updated Results from DESTINY-Breast03, a Randomised, Open-Label, Phase 3 Trial. Lancet. 2022;401:105–117. doi: 10.1016/S0140-6736(22)02420-5. [DOI] [PubMed] [Google Scholar]
  • 71.Brasó-Maristany F., Griguolo G., Pascual T., Paré L., Nuciforo P., Llombart-Cussac A., Bermejo B., Oliveira M., Morales S., Martínez N., et al. Phenotypic Changes of HER2-Positive Breast Cancer during and after Dual HER2 Blockade. Nat. Commun. 2020;11:385. doi: 10.1038/s41467-019-14111-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Duso B.A., Dorronzoro E.G., Tini G., de Filippo M.R., Bonetti E., Ippolito M.R., Soriani C., D’Amico P., Rodighiero S., Curigliano G., et al. Abstract P5-13-04: NF1 Mutations Render HER2+ Breast Cancer Highly Sensitive to T-DM1 by Altering Microtubule Dynamics. Cancer Res. 2022;82:P5-13-04. doi: 10.1158/1538-7445.SABCS21-P5-13-04. [DOI] [Google Scholar]
  • 73.Pearson A., Proszek P., Pascual J., Fribbens C., Shamsher M.K., Kingston B., O’Leary B., Herrera-Abreu M.T., Cutts R.J., Garcia-Murillas I., et al. Inactivating NF1 Mutations Are Enriched in Advanced Breast Cancer and Contribute to Endocrine Therapy Resistance. Clin. Cancer Res. 2020;26:608–622. doi: 10.1158/1078-0432.CCR-18-4044. [DOI] [PubMed] [Google Scholar]
  • 74.Ferraro E., Safonov E., Chen Y., White C., Marra A., Ahmed M., Acevedo B., Dang C.T., Modi S., Solit D., et al. Efficacy of HER2 ADCs against HER2 Inhibitor Resistance Alterations in the PI3K and MAPK Pathways in HER2-Positive Breast Cancer. San Antonio Breast Cancer Symposium; Philadelphia, PA, USA: 2022. p. P4-02-01. Poster Session. [Google Scholar]
  • 75.Liefaard M.C., Lips E.H., Wesseling J., Hylton N.M., Lou B., Mansi T., Pusztai L. American Society of Clinical Oncology Educational Book. American Society of Clinical Oncology; Alexandria, VA, USA: 2021. The Way of the Future: Personalizing Treatment Plans Through Technology; pp. 12–23. [DOI] [PubMed] [Google Scholar]
  • 76.Buyse M., Sargent D.J., Grothey A., Matheson A., de Gramont A. Biomarkers and Surrogate End Points—The Challenge of Statistical Validation. Nat. Rev. Clin. Oncol. 2010;7:309–317. doi: 10.1038/nrclinonc.2010.43. [DOI] [PubMed] [Google Scholar]

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