Understanding ADC Drug Resistance Mechanisms

Understanding ADC Drug Resistance Mechanisms

Understanding ADC Drug Resistance Mechanisms

Understanding ADC Drug Resistance Mechanisms

1. Mechanism of ADC Action

Antibody-drug conjugates (ADC) (Click to enter the database to search for global ADC drug information) enter the body, the antibody part binds to the targeted antigen on the surface of tumor cells, tumor cells will endocytose the ADC molecule. Among them, some can bind to Fc receptors in the endosome, thus some ADC is transported to the cell surface and released into the extracellular space through FcRn-mediated transcytosis, while other ADC-antigen complexes enter lysosomes, where enzymes or the acidic environment can degrade ADC, thus releasing cytotoxic chemicals that damage DNA or prevent tumor cell division, thereby achieving the purpose of killing tumor cells.

Understanding ADC Drug Resistance Mechanisms
2. Reasons for ADC Resistance

Any component of the ADC structure can become abnormal or lead to the development of resistance under periodic treatment stress.ADC’s resistance mechanisms may include: excessive ADC exposure; downregulation, deletion, or mutation of target antigen genes; loss of internalization pathways; decreased lysosomal proteolytic function; mutations of lysosomal transport proteins; cell cycle arrest; abnormal expression of drug efflux transporters; activation of downstream signaling pathways; dysregulation of apoptosis, etc.

Understanding ADC Drug Resistance Mechanisms
Mechanism of ADC action and possible reasons for resistance

Image source: Resistance to Antibody–Drug Conjugates. Cancer Res 1 May 2018; 78 (9): 2159–2165.

Understanding ADC Drug Resistance Mechanisms
3. Antigen-Related Resistance

Repeated exposure to ADC can induce tumor cells to develop resistance. For example: repeated exposure to anti-HER2 Trastuzumab-emtansine (T-DM1)(click to view drug details), will make HER2-positive breast cancer cell lines develop resistance to T-DM1. This is also the current routine experimental method for constructing ADC-resistant mouse models.

Understanding ADC Drug Resistance Mechanisms

Cell toxicity characteristics of parental cells and resistant cells treated with TM-ADC and pure drug DM1-SMe

Image source: Mol Cancer Ther. 2015 Apr;14(4):952-63.doi: 10.1158/1535-7163.MCT-14-0862. Epub 2015 Feb 2. PMID: 25646013

Ironically, high antigen expression may also reduce ADC effectiveness. This mainly occurs in Gemtuzumab ozogamicin (Mylotarg®), where high CD33 antigen load in peripheral blood is an independent adverse prognostic factor. Gemtuzumab intravenous infusion leads to complete saturation of CD33 in peripheral blood, which is significantly lower than the saturation of CD33 in the corresponding peripheral blood samples (>>90%) compared to the saturation of CD33 in the bone marrow (40-90%). Clearly, high CD33 antigen load in the blood depletes Gemtuzumab, thus limiting its penetration into the bone marrow. This may also be the reason why Gemtuzumab ozogamicin only induces remission in about 30% of relapsed AML patients.

Understanding ADC Drug Resistance MechanismsUnderstanding ADC Drug Resistance Mechanisms

Image source: High CD33-antigen loads in peripheral blood limit the efficacy of gemtuzumab ozogamicin (Mylotarg) treatment in acute myeloid leukemia patients. Leukemia. 2004 May;18(5):983-8. doi: 10.1038/sj.leu.2403350. PMID: 15029214.

Truncation of the antigen extracellular domain or masking of extracellular matrix components may be related to HER2(click to enter the mini-program to search for global drug data on HER2) resistance mechanisms to trastuzumab. Tumor subgroups that overexpress HER2 also express p95HER2, a truncated receptor with kinase activity. In samples from 46 HER2-overexpressing late-stage breast cancer patients receiving trastuzumab treatment, immunofluorescence assessment of p95HER2 expression showed a direct correlation with trastuzumab resistance (P = .029, calculated using two-sided chi-square test).

Understanding ADC Drug Resistance Mechanisms

Image source: Expression of p95HER2, a truncated form of the HER2 receptor, and response to anti-HER2 therapies in breast cancer. J Natl Cancer Inst. 2007 Apr 18;99(8):628-38. doi: 10.1093/jnci/djk134.

The presence of antigen ligands may affect sensitivity to ADC. Studies have shown that ligands that promote HER2 heterodimerization with HER3 and HER4 (such as neuregulin NRG-1β) can weaken the efficacy of T-DM1. The effect of NRG-1β on T-DM1 activity in HER2-amplified breast cancer cell lines (as shown in the figure below).A, BT-474, SK-BR-3, and ZR-75-30: NRG-1β (2 nmol/L) nearly completely inhibits T-DM1 activity (left).The right figure shows the dose-dependent reduction of T-DM1 activity by NRG-1β.

Understanding ADC Drug Resistance Mechanisms

Image source: Dual targeting of HER2-positive cancer with trastuzumab emtansine and pertuzumab: critical role for neuregulin blockade in antitumor response to combination therapy. Clin Cancer Res. 2014 Jan 15;20(2):456-68. doi:10.1158/1078-0432.CCR-13-0358. Epub 2013 Oct 4. PMID: 24097864.

Understanding ADC Drug Resistance Mechanisms

4. Defects in Internalization and Transport to the Lysosome Pathway

After binding to the target, the antibody is internalized into the cell. Endocytosis can occur through different internalization pathways, such as clathrin-mediated (CME), caveolin-mediated, and clathrin-caveolin-independent endocytosis. It has been reported that CME is the central route used by various ADCs.

Caveolin-mediated endocytosis is a new Trastuzumab-emtansine(T-DM1) resistance mechanism. Figure E shows that N87-TM (T-DM1 resistant N87 cells) are rich in intracellular caveolin proteins and internalize trastuzumab-ADC through caveolin-mediated endocytosis. Figure F shows that over time, N87-TM cells exhibit enhanced colocalization of trastuzumab and CAV1. As T-DM1 is metabolized in lysosomes, the lysosomal colocalization of trastuzumab is reduced in N87-TM cells, thus resulting in poor delivery efficiency of T-DM1 to the lysosome.
Understanding ADC Drug Resistance Mechanisms
Image source: Caveolae-Mediated Endocytosis as a Novel Mechanism of Resistance to Trastuzumab Emtansine (T-DM1). Mol Cancer Ther. 2018 Jan;17(1):243-253. doi: 10.1158/1535-7163.MCT-17-0403. Epub 2017 Oct 20. PMID: 29054985.
Understanding ADC Drug Resistance Mechanisms
5. Lysosomal Dysfunction
1. High lysosomal pH leads to impaired proteolytic activity

ADC needs to reach the lysosome, and then the cytotoxic agent is released through chemical or enzymatic cleavage. In cells that have developed resistance to T-DM1 after long-term exposure to the drug, it has been observed that T-DM1 accumulates in lysosomes. In these cells, the drug reaches the lysosomal compartment, but proteolytic activity is lower than that in sensitive cells. This defect is due to elevated lysosomal pH, which in turn inhibits lysosomal protease activity.

To evaluate whether T-DM1 is in an acidic environment within the lysosome, researchers cloned three gradually resistant cell lines C#1, C#3, and C#6, and labeled T-DM1 with pHrodo (a red fluorescent dye that is almost non-fluorescent at neutral pH but fluoresces in acidic environments). Fluorescence accumulation was observed in BT474 and C#6 cells (Figure 7A). In contrast, fluorescence signals were much weaker in C#1 and C#3 cells.
Next, the activity of cathepsin B was measured. The activity of cathepsin B in C#6 was similar to that in wild-type BT474 cells (Figure 7C). In contrast, significantly reduced cathepsin B activity was observed in clones C#1 and C#3.
In summary, the above data indicate that the higher lysosomal pH in C#1 and C#3 may lead to impaired overall proteolytic activity, preventing full cleavage of T-DM1.
Understanding ADC Drug Resistance MechanismsImage source: Resistance to the Antibody-Drug Conjugate T-DM1 Is Based in a Reduction in Lysosomal Proteolytic Activity. Cancer Res. 2017 Sep 1;77(17):4639-4651. doi: 10.1158/0008-5472.CAN-16-3127. Epub 2017 Jul 7. PMID: 28687619.
2. Impairment of lysosomal transport proteins

Another mechanism of resistance to ADC is related to the transport of cytotoxic agents from the lysosomal lumen to the cytoplasm. This is associated with ADCs that have non-cleavable linkers, where the metabolism of the ADC releases the linker-cytotoxic agent attached to amino acid residues. The lysosomal membrane is impermeable to these metabolites and requires a transport mechanism to move them from the lysosomal lumen to the cytoplasm.

To identify potential lysosomal transport proteins, Hamblett and colleagues used an anti-CD70-maytansine-based ADC for phenotypic shRNA screening. This screening identified the lysosomal membrane protein SLC46A3, whose genetic knockdown inhibited the potency of various maytansine-based non-cleavable ADCs, including T-DM1. In contrast, the transport efficacy of non-cleavable ADCs carrying structurally different MMAF was not affected by SLC46A3 knockdown.

Understanding ADC Drug Resistance Mechanisms

Functional impact of SLC46A3 on lysine-MCC-DM1 concentration

Image source: SLC46A3 Is Required to Transport Catabolites of Non-cleavable Antibody Maytansine Conjugates from the Lysosome to the Cytoplasm. Cancer Res. 2015 Dec 15;75(24):5329-40. doi: 10.1158/0008-5472.CAN-15-1610. Epub 2015 Dec 2. PMID: 26631267.

Understanding ADC Drug Resistance Mechanisms
6. Drug Efflux Pumps

Due to overexpression of ATP-binding cassette transporters (ABC), drugs are expelled from cells, inhibiting the cytotoxic effects of anticancer agents, which is a major cause of multidrug resistance (MDR) in human malignancies. These drug efflux pumps may also lead to resistance to ADCs, as many cytotoxic agents are substrates for ABC transporters.

MDR1 activity is significantly correlated with patient prognosis. It has been observed that, compared to non-responders, AML primary cells responding to Gemtuzumab ozogamicin (GO) have significantly reduced MDR1 activity. Additionally, researchers have identified P-gp (ABCB1/MDR1) as a major driver of resistance to vc-MMAE-based conjugates. Flow cytometry (Figure A) and rhodamine 123 efflux assays (Figure B) confirmed the upregulation of P-gp. The surface expression of P-gp protein in BJAB.Luc-22R1.2 and WSU-22R1.1 cell lines was approximately 100 times higher than in parental cell lines. Furthermore, both cell lines lost the ability to retain rhodamine 123 signal, indicating P-gp mediated active efflux. Both cell lines restored their rhodamine 123 signal after treatment with P-gp inhibitors, further confirming P-gp functionality. Maytansine is also a substrate for drug transporters like MDR1, so resistance to ADCs like T-DM1 may also be related to MDR1 activity.
Understanding ADC Drug Resistance Mechanisms

Image source: A Novel Anti-CD22 Anthracycline-Based Antibody-Drug Conjugate (ADC) That Overcomes Resistance to Auristatin-Based ADCs. Clin Cancer Res. 2015 Jul 15;21(14):3298-306. doi: 10.1158/1078-0432.CCR-14-2035. Epub 2015 Apr 3. PMID: 25840969.

Understanding ADC Drug Resistance Mechanisms
7. Role of the Cell Cycle

Cyclin B is a cyclin involved in the G2-M transition, and silencing cyclin B leads to drug resistance. Studies have observed that in HER2+ breast cancer cells sensitive to T-DM1, the drug increases cyclin B, while this increase is not observed in cells that develop resistance to T-DM1. Researchers transfected cell lines with siRNA targeting cyclin B1 mRNA, finding that cyclin B1 levels were significantly lower than in si control; assessing cell viability revealed that silencing cyclin B1 induced significant resistance to T-DM1 in all three parental cell lines (Figure A).

Understanding ADC Drug Resistance Mechanisms
Image source: Defective Cyclin B1 Induction in Trastuzumab-emtansine (T-DM1) Acquired Resistance in HER2-positive Breast Cancer. Clin Cancer Res 15 November 2017; 23 (22): 7006–7019.
Understanding ADC Drug Resistance Mechanisms
8. Activation of Signaling Pathways

Activated PI3K/AKT signaling may generate ADC resistance. The small molecule allosteric inhibitor AKT MK-2206 makes resistant cells sensitive to gemtuzumab ozogamicin (GO) or free calicheamicin. A clinical study is currently exploring the safety and early signs of efficacy of T-DM1 in combination with PI3K inhibitors (NCT02038010)

Understanding ADC Drug Resistance Mechanisms
Image source: AKT signaling as a novel factor associated with in vitro resistance of human AML to gemtuzumab ozogamicin. PLoS One. 2013;8(1):e53518. doi:10.1371/journal.pone.0053518. Epub 2013 Jan 8. PMID: 23320091; PMCID: PMC3539972.
Understanding ADC Drug Resistance Mechanisms
9. Dysregulation of Apoptosis

Changes in apoptosis may also regulate sensitivity to ADC. Overexpression of anti-apoptotic proteins BCL-2 and BCL-X is associated with gemtuzumab ozogamicin (GO) resistance, and studies have shown that PK11195 can increase the expression of anti-apoptotic proteins and drug transporters in AML cells, enhancing GO cytotoxicity. It has been found that PK11195 can safely increase the anti-leukemia activity of GO in mouse models; additionally, Oblimersen selectively targets Bcl-2 mRNA, which has been shown in preclinical studies to enhance the apoptotic activity of various anti-leukemia drugs (including GO); in NHL cell lines, Dornan and colleagues found that the expression level of BCL-XL was associated with reduced sensitivity to anti-CD79b-valine-citrulline-MMAE. In vivo data show that the BCL-2 family inhibitor ABT-263 enhances the activity of ADCs.

Understanding ADC Drug Resistance Mechanisms
Image source: The peripheral benzodiazepine receptor ligand PK11195 overcomes different resistance mechanisms to sensitize AML cells to gemtuzumab ozogamicin. Blood. 2004 Jun 1;103(11):4276-84. doi: 10.1182/blood-2003-11-3825. Epub 2004 Feb 12. PMID: 14962898.
Understanding ADC Drug Resistance Mechanisms

10. Summary

Drug resistance remains a major issue in oncology, and the structure of ADC provides the possibility of modifying its components to develop new compounds capable of overcoming resistance. Aside from some well-described mechanisms (such as drug efflux pumps), little is known about the potential molecular mechanisms of resistance. Recent studies have described new potential resistance mechanisms related to the cell biology of ADCs, which provide insights for treating malignancies (click to view indications details). Future clinical development of ADCs may focus more on studying resistance mechanisms and screening the best drugs to maximize their therapeutic effects.

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Understanding ADC Drug Resistance Mechanisms

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