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COMMON PART


Project Number18-15-00061

Project titleIdentification of factors that affect efficacy of HER2 targeted therapy for breast cancer patients and development of antitumor drug that block HER ligands.

Project LeadBuzdin Anton

AffiliationShemyakin - Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences,

Implementation period 2018 - 2020  extension for 2021 - 2022

PROJECT EXTENSION CARD

Research area 05 - FUNDAMENTAL RESEARCH IN MEDICINE, 05-310 - Personalized medicine

KeywordsBreast cancer, oncology, epidermal growth factor receptor, HER2, EGFR, tyrosin kinase receptors, prognostic test, biomarkers, chemotherapy, target anticancer drugs, growth factors, targeted therapy, transcriptome analysis, blood serum, recombinant proteins


 

PROJECT CONTENT


Annotation
The HER/HER receptor family is made up of four structurally related receptor tyrosine kinases.In humans, these include: EGFR (HER1), HER2 (Neu), HER3, and HER4.Several growth factors are known to be able to bind receptors and to activate them, named HER ligands. Approximately 20% of all breast cancers (BC) have gene amplification or overexpression (or both) of human epidermal growth factor receptor 2 (HER2). A therapeutic approach has been developed to block receptor activity, HER2-targeted drugs. Several humanized monoclonal antibodies were developed to target extracellular receptor domains. For therapy of BC with HER2 overexpression (HER2-positive or HER2+BC) antibodies trastuzumab (Herceptin), ado-trastuzumab emtansine (Kadcyla) and pertuzumab (Perjeta), were approved as well as tyrosin-kinase inhibitor lapatinib (Tykerb). Hundreds of thousands of BC patients take these drugs; their annual sales are billions of dollars. At the same time, not all women with tumors expressing high levels of HER2 respond to trastuzumab. If trastuzumab is used as monotherapy, an objective response rate is estimated at 20 to 35%; if trastuzumab is combined with chemotherapy – at 50 to 65%. We are intent to study intra- and extracellular factors that affect tumour response on the HER2-targeted drugs treatment; we are intent to elucidate molecular mechanisms of the tumour resistance to HER2-targeted drugs. Our objective is to develop tests aimed to predict the patient response on HER2-targeted drugs used for BC HER2+. We expect, patient pre-screening based on the proposed test will lead to the increased response rate of HER2-targeted cure and will greatly decrease failure of the targeted therapy. 1) HER ligands and HER2-targeted drugs have the same target, while exert an opposite impact on the receptor. While patient is treated by HER2-targeted therapy, the drugs are being able to withstand endogenous HER ligands which are present in human body. Earlier we have shown that HER ligands affect an anti-proliferative effect of HER2-targeted drugs in vitro. Moreover, we have demonstrated association between high HER ligands concentration and results of the targeted therapy using samples of 25 lung cancer patients. Others demonstrated this possibility in clinic for Erbitux treatment. We are intent to measure concentration of six known HER ligands in patients’ blood by ELISA technique. It is known that concentration of each ligand can differ between patients as much as 1000-fold. We are intent to study the correlation between HER ligands concentration in patients’ peripheral blood with the patients’ response on the targeted therapy with trastuzumab. The basic idea of the proposed approach is using the decreased endogenous HER ligands level of patients relative to the threshold level as criteria for the HER2-targeted cure. Thresholds for the ligand concentrations will be determined in this study. 2) Our study will demonstrate that HER ligands can be used as targets for the novel approach to the BC therapy. This approach consists of targeting soluble HER ligands by drugs that temporary decrease the whole-body ligands concentration. Such decrease in HER ligands concentration will render HER-targeted drugs more effective in its anti-tumour activity. We are intent to produce a recombinant protein that bind HER ligands specifically. We will measure how human serum influence an inhibitory effect of HER-targeted drugs erlotinib, gefitinib and lapatinib on the cell growth for lines originated from BC and lung cancer in the presence and absence of the recombinant protein. We propose to use of the recombinant protein as antitumor therapy for the cure of BC and lung cancer in combination with tyrosine kinase inhibitors. Of note, now HER-targeted therapy is not employed for the lung cancer treatment in 85% of cases in consequence of its low efficacy. 3) Tumour response on the targeted therapy can be affected by variety of factors (proteins or metabolites) present in patient body. As these factors affect anti-proliferative action of the drugs during the patient treatment, it seems to be possible that they will be able to affect anti-proliferative action of the drug on the cultivated cells in vitro. Thus, we believe that the negative effect of the patient’s blood on the targeted drug efficacy can be rapidly and cost-effectively estimated before administration of the time-consuming and expensive therapy course. We are intent to measure the inhibitor impact of anticancer drug trastuzumab on the growth of the BC-originated cell lines in the presence of the patient’s serum. If serum does not essentially affect inhibitory effect of trastuzumab on the clonogenity, one can predict that tumour progression will be effectively inhibited by this drug. Our preliminary experiments have shown that human serum decreases the anti-proliferative impact of targeted drugs. The basic idea of the proposed approach is using the decreased influence of patient sera on the drug inhibitory effect relative to average population level as criteria for the HER2-targeted cure. We are intent to measure anti-proliferative action of trastuzumab in the presence of the blood samples of HER2-positive BC patients with known tumour response on the trastuzumab treatment. Our aim is to check if inhibitory effect of patient’s sera on the anti-proliferative action of trastuzumab in vitro is correlated with trastuzumab therapy results. 4) More and more new targeted drugs are proposed by pharmaceutical companies and novel molecular diagnostics methods are highly demanded. We are intent to perform transcriptome profiling of BC tumour samples. Recently we developed a new bioinformatic method for the processing of gene expression data leading to quantitative characterization of cellular signaling and metabolic pathways activities (www.oncofinder.com). We will employ this method to find out how pathways activity profiles correlates with clinical results of HER2-targeted therapy. Analysis of molecular mechanisms of cancer cell response to the therapy must help doctors to choose the right medicine for effective BC treatment and, hopefully helps researchers to find ways to overcome tumour resistance to targeted drugs.

Expected results
The objective of this proposal is to study intra- and extracellular factors that affect tumour response on the HER2-targeted drugs treatment. BC is the most frequently diagnosed cancer and the leading cause of cancer death in females worldwide. In 2013, there were approx. 67 000 (85 per 100,000 women per year) new cases of breast cancer diagnosed and 23 000 cancer deaths in Russia [Злокачественные новообразования в России в 2015 году, под ред. А.Д. Карпина, В.В. Старинского, Г.В. Петровой, Москва, 2017.]. Approximately 20% of all breast cancers have gene amplification or overexpression (or both) of HER2, HER2+ BC. A therapeutic approach has been developed to block receptor activation, HER2-targeted drugs. For therapy of HER2+ BC antibodies trastuzumab are commonly used; usually it is applied in combination with chemotherapy. Objective response rate of HER2-targeted therapy combination with chemotherapy is evaluated at 30-65% [Baselga J, Manikhas A, Cortes J, Llombart A, Roman L, Semiglazov VF, et al. Phase III trial of nonpegylated liposomal doxorubicin in combination with trastuzumab and paclitaxel in HER2-positive metastatic breast cancer. Annals of oncology: official journal of the European Society for Medical Oncology / ESMO. 2014;25(3):592–598]. That is to say, these high-priced drugs bring no benefit to a half of patients. In the framework of this project, we will study mechanisms of tumour resistance and develop test-systems for selection of BC patients for the HER2-targeted drugs treatment. Far not all the HER2+ BC patients are treated with targeted drugs as subventions for purchasing of these expansive drugs are limited. Our objective is to establish an objective criterion for the trastuzumab chargeless prescription. Many efforts world-wide are directed towards understanding how activation of intracellular signaling pathways links with the machinery that controls fundamental cellular processes and cancer development. Modern experimental technologies make it possible to determine complete transcriptome profiles of biosamples, which increases productivity of such efforts. Our studies will be a part of this mainstream research. Originality of our approach is a method of the data proceeding. We developed a new bioinformatic method termed OncoFinder that for the first time enables quantitative measuring of the activity of intracellular signaling pathways basing on transcriptomic data. Clinically annotated biological materials to be collected include blood samples and biopsies. Samples will be obtained from HER2+ BC patients with known trastuzumab treatment outcomes. For the collected tissue samples (corresponding to minimum 40 individual patients) the transcriptome profiling will be performed using hybridization with high-density customized microarrays (CustomArray platform, USA). The data on the gene expression will be processed using bioinformatic method OncoFinder. As a result we obtain a list of intracellular signaling and metabolic pathways whose activity is characteristic of the individual patient. Associative analysis could show how pathway activity profile is correlated with BC treatment outcome of the trastuzumab therapy. We hope to reveal intracellular signaling and metabolic pathways whose activity can serve as predictor for the tumor response on the trastuzumab therapy. This knowledge is also important for understanding of molecular mechanisms of tumour resistance to trastuzumab treatment and is suitable for possible clinical applications. Tumour transcriptome profiling permit to acquire knowledge of molecular mechanisms of signal transduction launched by the cellular receptors and has an extreme scientific significance. We study the mechanisms of cellular resistance to the HER2-targeted drugs. Studies on the relation between receptors’ inhibition/activation, signaling pathways activities and cancer progression is a rapidly developing area of medicine and biology. We are intent to study extracellular factors in the patient blood that could influence cancer progression and affect targeted therapy efficacy. Search for reliable prognostic markers for tumour progression and for tumour response to the targeted drugs therapy is strong objective worldwide. HER ligands specifically bind receptors; binding induces receptor activation and autophosphorylation that leads to the launch of the intracellular signaling cascades [Izrailita J, Bermana H, Dattid A. High throughput kinase inhibitor screens reveal TRB3 and MAPK/ERK/ TGFβ pathways as fundamental Notch regulators in breast cancer.(2013) Proc Natl Acad Sci U S A 110:1714–9].. HER2-targeted drugs block ligand binding (antibodies) to receptor or inhibit receptor autophosphorylation (tyrosine kinase inhibitors) [Baker, A. et al., Notch-EGFR/HER2 bidirectional crosstalk in breast cancer Front. Oncol.,(2014) 12:234-52]. Thus, HER2-targeted drugs action is opposite to the action of the HER ligands. We suggest that high endogenous ligand concentration decreases anti-tumour impact of HER2-targeted drugs. For some HER ligands we have already demonstrated a correlation between ligand concentration and targeted therapy results of the lung cancer. Our preliminary results show that each ligand, EGF, TGF-alpha and HB-EGF, blocks cell growth inhibition effect of receptor-targeted drugs, erlotinib, lapatinib and trastuzumab. We are intent to analyze blood sera samples of a hundred HER2+ BC patients with known objective response on the trastuzumab therapy. For HER ligand we will find how the objective response rate depends on the serum ligand concentration. To reach this goal we will measure by ELISA technique sample concentrations of the following six ligands (shown to be most important HER ligands for BC progression): EGF, TGF-alpha, amphiregulin, HB-EGF, betacellulin, and epiregulin. Based on the results of measurements we will find ligands which concentrations in sera significantly affect the therapy outcome and we will determine the thresholds for the concentrations of each ligand. We will develop a test-system that includes measurement of HER ligands concentration by ELISA technique in the peripheral blood serum of patient and estimation criteria for tumour response rate to the HER2-targeted therapy. Estimation criteria include thresholds for ligand concentration (or a threshold for a combination of several ligand concentrations). If patient serum contains concentrations of HER ligands that exceed the threshold, then the patient must NOT be treated with HER-targeted drugs because the probability this drug will help is very low. Prediction of HER2-targeted therapy efficacy may be important for tens of thousands of HER2-positive BC patients only in Russia. We estimate a number of the patients with revealed HER2-positive BC as 80 thousand in Russia. Patent application based on our study results will be prepared as the test-system utilization has a commercial value for efficacy prediction of HER2-targeted drugs that are already on the marked as well as for development of novel drugs. We expect that our study could be a basis for development of novel methods to help doctors to choose the right medicine for BC treatment. Personalized therapy in BC will improve quality of life, disease-free and overall survival and to decrease treatment cost. Tumour response on the targeted therapy can be affected by variety of factors (proteins or metabolites) present in patient body. Our study takes into account numerous factors in patient’s serum that can affect the therapy results, not only HER ligands. Again, we are intent to analyze blood sera samples of a hundred HER2+ BC patients with known objective response on the trastuzumab therapy. We will measure cell clonogenity for cell lines, originated from BC and expressing HER2 (examples are MDA-MB-453, SK-BR-3, BT-474, ZR-75 versus MCF7 or T-47D) in the presence of trastuzumab and sera. In this way we will determine how the inhibitory impact of HER2-targeted drug is affected by the blood sera in vitro. As a result we will find a correlation between the sera influence on cell clonogenity in the presence of trastuzumab and the objective response rate to the trastuzumab therapy. Thus, as a result of the proposed studies we will find how clinical outcome of the HER2-targeted therapy of HER2-positive breast cancer depends on 1) signaling and metabolic pathway activity in the tumour cells, 2) concentration of HER ligands in the patient serum, 3) trastuzumab anti-proliferative effect inhibition by the patient serum in vitro (clonogenity of BC-originated cell lines). Potentially, all three studies can be employed to develop test-systems for HER2-targeted therapy outcome prediction before the therapy administration. Test-system based on ELISA technique can be immediately used in clinic as ELISA is a routine technique in the majority of clinics. For clonogenity analysis, samples must be delivered in specialized labs. Although this test is easy-to-perform and cost-effective (cost of this test is about 1500 rubbles, comparable with ELISA). . Factors associated with clinical outcome (biomarkers) in patient’s blood is very important for any research that concerns anti-tumour therapy. Predictive biomarkers can be used for patient selection to increase tumour response rate. Tumour sequencing revealed changes in gene-drivers of somatic cells that cause cell transformation and tumour progression. For lung cancer it was demonstrated that targeted therapy is successful only for tumors with mutant targeted gene, EGFR (HER1) that render EGFR active even in the absence of HER ligands. This finding led to the test-system development and resulted in the increase of tumour response to targeted drugs treatment from 12 to 70%, while patient population to be treated with targeted drugs decreased from practically 100 % to 10 – 15%. As a result, the targeted therapy for the lung cancer treatment is prescribed now only for the tumors bearing activating EGFR mutations. Thus, this promising therapeutic method is not available for 85% of lung cancer patients. Here, we propose a therapeutic approach based on the temporary decrease of the HER ligands’ concentration. We believe that this approach essentially increase HER-targeted therapy efficacy for this major cohort of patients and renders targeted therapy available for these patients. We are intent to produce recombinant protein that specifically binds HER ligands. We will investigate how human blood serum influence an inhibitory impact of HER targented drugs erlotinib, gefitinib, and lapatinib on the cell proliferation for the cell lines originated from BC and lung cancer in the presence or absence of aforementioned recombinant protein. The produced recombinant protein can be used as anti-tumor drug for BC and lung cancer cure in combination with tyrosine kinase inhibitors. Patent application based on our study results and developed test-systems will be prepared as the test-system utilization has a commercial value. We expect that patient pre-screening based on the proposed tests will lead to the increased response rate of HER2-targeted cure and will greatly decrease failure of the targeted therapy. Thus, it will be possible to reduce the burdens of illness and reduce the healthcare cost saving hundreds million of the dollars only in Russia. Expensive targeted drugs will be prescribed to the patients that will benefit from therapy. The clinical trials of the new targeted drugs could use the proposed tests for patients’ selection to obtain better results; drugs will be accepted faster by physicians and society to save human lives. We hope that recombinant protein that we are intent to produce for decrease of HER ligand concentration will be applicable for the lung cancer cure as well as for BC treatment. Results of this study can be applied in medicine (diagnostics), pharmacology (novel anticancer drugs development), and in biotechnology (test-system production).


 

REPORTS


Annotation of the results obtained in 2020
We studied influence of human blood serum on the cell growth for tumor-originated cell lines BT-474, SK-BR-3, A431, A549 in absence of drugs. For BT-474 cell line, we found that cell clonogenity does not changed significantly in the presence of 62 serum samples while in the presence of 35 samples growth was inhibited. In contrast, cell clonogenity of SK-BR-3 was significantly increased in the presence of human blood serum for all samples, 2,67-fold in average. In average, samples of healthy donors have the same influence on clonogenity as samples of BC patients. We found 5-fold variation of SK-BR-3 cell clonogenity among serum samples in the presence of lapatinib for 102 patients’ samples. All samples tested significantly decrease trastuzumab inhibition of SK-BR-3 cell clonogenity, 2,74-fold in average. Blood serum significantly decreases EGFR targeted drugs, erlotinib and cetuximab, inhibition of A431 cell growth. We show that serum fractions depleted with immunoglobulins (using Protein G agarose) completely retain this activity. Immunoglobulin fraction has no such activity. We show that first ellution fraction of G25 column, which contains proteins larger than 5 kDa, reveals small influence on erlotinib inhibitory impact. The second elution fraction retains inhibitory activity. We performed HER-ligand concentration measurements for 25 human serum samples. EGF concentration in human serum correlates with serum ability to increase colony formation of SK-BR-3 cells in the presence of trastuzumab, correlation is 0.55; for lapatinib this correlation is 0.7. We completed ELISA measurements of six HER ligands and association studies between ligand’s concentration and results of the therapy were performed. EGF concentration in patients’ blood serum can serve as a prognostic factor for the trastuzumab therapy: the lower the concentration of EGF, the greater the chance of success of therapy. A431, A549, H1975 cell clonogenity was measured in the presence of soluble affinity purified hEGFR ectodomain, EGFR-targeted drugs erlotinib and gefitinib, and human serum samples. BT-474 cell clonogenity was measured in the presence hEGFR ectodomain, trastuzumab, and human serum samples. Presence of EGF (the most abandoned EGFR ligand in blood) as well as human blood serum in the growth medium limits inhibitory impact of erlotinib on the cell growth. Thus, we expected than hEGFR ectodomain binds EGFR ligands present in human blood serum and increases erlotinib and gefitinib inhibitory impact on the cell growth. Our studies demonstrate than the presence of soluble ectodomain does not influence inhibitory impact of targeted drugs. To overcome this obstacle an alternative approach was envisaged: hEGFR ectodomain was immobilized on the affinity column. We obtained human blood serum depleted with EGFR ligands using this column. We found that this depleted serum does not influence inhibitory impact of HER-targeted drugs in the same degree as the initial serum does. We have shown that cell sensitivity to HER-targeted drugs is drastically limited if EGF is present in growth media. We measured A431 clonogenity in a wide range of cetuximab (0-100 µg/ml) and EGF (0-500 000 pg/ml) concentrations. At cetuximab concentration from 6 to 20 µg/ml colony formation was interrupted; however, colony formation was restored to non-drug level in the presence of 1000-10 000 pg/ml EGF. We demonstrated that at EGF concenctration of 1000 pg/ml, which is close to physiological concentration in human peripheral blood, cetuximab IC50 is 3 µg/ml, which is 60 times higher than cetuximab IC50 without EGF. We performed the first correlation study of RNA sequencing and immunohistochemistry-measured expression profiles for the clinically actionable biomarker genes in FFPE cancer tissue samples. For 39 breast cancer (BC) and 19 lung cancer (LC) RNA sequencing profiles obtained for formalin-fixed paraffin-embedded (FFPE) tissue samples. We demonstrated high (Spearman’s rho 0.65–0.798) and statistically significant (p < 0.00004) correlations between the RNA sequencing and immunohistochemical measurements for HER2/ERBB2, ER/ESR1 and PGR genes in BC, and for PDL1 gene in LC; AUC were 0.963 for HER2, 0.921 for ESR1, 0.912 for PGR, and 0.922 for PDL1. These results show that RNA sequencing provides reliable measurements of the expression biomarkers in FFPE cancer samples. NCT03521245 was initiated to identify additional gene expression and molecular pathway activation response biomarkers to trastuzumab treatment in metastatic or recurrent HER2+ BC. Using RNA sequencing gene expression in 23 formalin-fixed, paraffin embedded HER2+ BC tissue blocks from patients who either responded or not responded to trastuzumab treatment was profiled. Differentially regulated genes and molecular pathways were identified in the groups of trastuzumab responders and non-responders. These results were next compared with the 42 previously published BC trastuzumab responder and non-responder RNA sequencing profiles from the clinical trials NCT00513292 and NCT00353483. No correlation was observed between the response status and the expression levels of ERBB2 gene in the HER2 positive BC samples. Analysis of the differentially expressed genes and molecular pathways in the combined dataset revealed 15/27 commonly up/down regulated genes and 15/25 pathways, respectively. However, only the intersection of molecular pathways upregulated in trastuzumab responders vs non-responders was statistically significantly enriched compared to the random expectation model. A classifier built using the most significantly upregulated molecular pathway - cAMP Pathway Protein Retention - demonstrated the best performance for prediction of the HER2+ BC response to trastuzumab for both our experimental and previously reported data. This pathway also predicted time to recurrence in the combined dataset with Log-rank p-value 0.041 for both our experimental and previously reported data. We used a similar approach for formalin-fixed paraffin-embedded (FFPE) tissue samples of gastric cancer. HER2-positive gastric cancer cure includes trastuzumab treatment for HER2-positive cases. For recurrent disease, there are several alternative options including ramucirumab, a monoclonal therapeutic antibody that inhibits VEGF-mediated tumor angiogenesis by binding with VEGFR2. However, overall response rate following ramucirumab or its combinations is 30%-80% of the patients, suggesting that personalization of drug prescription is needed. We obtained RNA sequencing profiles for 15 advanced gastric cancer patients linked with data on clinical response to ramucirumab targeted therapy. Three genes showed differential expression in the tumors for responders versus non-responders: CHRM3, LRFN1, and TEX15. Of them, CHRM3 was up-regulated in the responders. We simulated ramucirumab efficiency and compared output model results with actual tumor response data. An agreement was observed between predicted and real clinical outcomes (AUC ≥ 0.7). These results suggest that transcriptome analysis, and particularly, RNA sequencing may be used to personalize the prescription of ramucirumab. We performed RNA sequencing for the cells treated with human blood serum, trastuzumab, or EGF for HER2+ BC tumor originated cell lines. We show that SK-BR-3 clonogenity increases in the presence of human blood serum as well as an activation of molecular pathways related to cell adhesion and cell mobility. The most activated by trastuzumab intracellular pathways in BT-474 cells were revealed. We demonstrate that pathway activation level is drastically decreased when both, EGF and trastuzumab, are present in the growth media. At the same time, EGF decreases trastuzumab impact on cell proliferation. Also we demonstrate that human blood serum, which inhibits BT-474 cell growth, strikingly activates intracellular pathways responsible for chromatin condensation and transcription regulation.

 

Publications

1. Borisov N, Sorokin M, Tkachev V, Garazha A, Buzdin A Cancer gene expression profiles associated with clinical outcomes to chemotherapy treatments BMC Medical Genomics, 13(Suppl 8):111 (year - 2020) https://doi.org/10.1186/s12920-020-00759-0

2. Dmitry Kamashev, Maksim Sorokin, Irina Kochergina, Aleksey Drobyshev, Uliana Vladimirova, Marianna Zolotovskaia, Igor Vorotnikov, Nina Shaban, Mikhail Raevskiy, Denis Kuzmin, Anton Buzdin Human blood serum can donor-specifically antagonize effects of EGFR-targeted drugs on squamous carcinoma cell growth HELIYON (Cell Press), - (year - 2021)

3. Marianna Zolotovskaia, Maxim Sorokin, Andrew Garazha, Nikolay Borisov, Anton Buzdin Molecular pathway analysis of mutation data for biomarkers discovery and scoring of target cancer drugs Methods in Molecular Biology, 2063:207-234 (year - 2020) https://doi.org/10.1007/978-1-0716-0138-9_16

4. Maxim Sorokin, Elena Poddubskaya, Madina Baranova, Alex Glusker, Lali Kogoniya, Ekaterina Markarova, Daria Allina, Maria Suntsova, Victor Tkachev, Andrew Garazha, Marina Sekacheva, Anton Buzdin RNA sequencing profiles and diagnostic signatures linked with response to ramucirumab in gastric cancer Cold Spring Harbor Molecular Case Studies, 6(2):a004945 (year - 2020) https://doi.org/10.1101/mcs.a004945

5. Maxim Sorokin, Kirill Ignatev, Elena Poddubskaya, Uliana Vladimirova, Nurshat Gaifullin, Dmitriy Lantsov, Andrew Garazha, Daria Allina, Maria Suntsova, Victoria Barbara, Anton Buzdin RNA Sequencing in Comparison to Immunohistochemistry for Measuring Cancer Biomarkers in Breast Cancer and Lung Cancer Specimens Biomedicines, May 9;8(5):114. (year - 2020) https://doi.org/10.3390/biomedicines8050114

6. Maxim Sorokin, Kirill Ignatev, Victoria Barbara, Alisa Muraveva, Maria Suntsova, Uliana Vladimirova, Nurshat Gaifullin, Dmitry Kamashev, Elena Poddubskaya, Anton Buzdin Molecular Pathway Activation Markers Are Associated with Efficacy of Trastuzumab Therapy in Metastatic HER2-Positive Breast Cancer Better than Individual Gene Expression Levels Biochemistry (Moscow), Jul;85(7):758-772 (year - 2020) https://doi.org/10.1134/S0006297920070044

7. Nicolas Borisov, Maxim Sorokin, Andrew Garazha, Anton Buzdin Quantitation of Molecular Pathway Activation Using RNA Sequencing Data Methods in Molecular Biology, 2063:189-206 (year - 2020) https://doi.org/10.1007/978-1-0716-0138-9_15

8. Victor Tkachev, Maxim Sorokin, Andrew Garazha, Nicolas Borisov, Anton Buzdin Oncobox method for scoring efficiencies of anticancer drugs based on gene expression data Methods in Molecular Biology, 2063:207-234 (year - 2020) https://doi.org/10.1007/978-1-0716-0138-9_16

9. Anton Buzdin, Ira Ida Skvortsova, Xinmin Li, Ye Wang Next Generation Sequencing Based Diagnostic Approaches in Clinical Oncology Frontiers in Oncology, - (year - 2021)


Annotation of the results obtained in 2018
The HER/HER transmembrane receptor family consists of four structurally related tyrosine kinases, including proteins EGFR and HER2. Several growth factors are known to be able to bind receptors and to activate them, named HER ligands. Approximately 20% of all human breast cancers (BC) overexpress epidermal growth factor receptor 2 (HER2). Since the beginning of 21st century, anti-EGFR and -HER2 target drugs became widely accepted in clinical practice, e.g. trastuzumab. They are administrated by hundreds of thousands of BC patients and their annual sales are billions of US dollars. However, not all women with tumors overexpressing HER2 respond to trastuzumab. If used as monotherapy, an objective response rate is estimated as 20-35%; if combined with chemotherapy – 50 to 65%. In this project, we investigate intra- and extracellular factors affecting tumor response on HER2-targeted drugs treatment. Our objective is to develop tests aimed to predict the BC patient response on HER2-targeted drugs to increase efficiency of their prescription and administration. In 2018, the following major results were obtained: 1) We started investigation of a hypothesis that concentration of HER ligands relates to the efficiency of HER2-specific anticancer therapy. Connection of HER ligands concentrations in a peripheral blood of BC patients with the efficiency of treatment will be investigated for the patients undergoing target therapy with anti-HER2 target drug trastuzumab. We measured concentrations of three HER ligands in human blood by enzyme-linked immunosorbent assay (ELISA). Our measurements in 100 mcl blood serum samples of ten female healthy volunteers have shown that concentrations of EGF and HB-EGF vary up to 18 and 7-fold, respectively. These rather high variations are congruent with our previous findings and with the literature data. 2) Tumour response on targeted therapy can be affected by variety of factors (proteins or metabolites) present in the patient’s body. As these factors affect anti-proliferative action of the drugs during the patient treatment, they also theoretically can affect anti-proliferative action of the drug on the cells cultured in vitro. Thus, we aimed to explore if an effect of the patient’s blood on the targeted drug efficacy on in vitro cultured cells can be rapidly tested even before administration of the time-consuming and expensive therapy course. According to the hypothesis tested, if serum does not essentially affect inhibitory effect of trastuzumab on the clonogenity, one can expect that tumour progression will be effectively inhibited by this drug. To investigate this hypothesis, we measured the inhibitory activities of anticancer drug trastuzumab on growth of the BC cell lines MCF7, ZR-75, SK-BR-3 and BT-474 in the presence of the human serum. We measured anti-proliferative action of trastuzumab on the cell clonogenity and proliferation for the indicated cell lines and estimated IC50 and IC10 trastuzumab concentration as well as action of the human sera. We formulated an essay protocol for the patient’s sera treatment. We also fractionated serum having a maximal impact on the trastuzumab inhibitory effect and found that such an impact was associated with in the high – molecular fraction of the serum.

 

Publications

1. A.Buzdin, M.Sorokin, A.Garazha, E.Sekacheva, E.Kim, N.Zhukov, Y.Wang, X.Li, S.Kar, C.Hartmann, A.Samii, A.Giese, N.Borisov Molecular pathway activation - New type of biomarkers for tumor morphology and personalized selection of target drugs. Seminars in Cancer Biology, 53:110-124 (year - 2018) https://doi.org/10.1016/j.semcancer.2018.06.003

2. V.Tkachev, M.Sorokin, A.Mescheryakov, A.Simonov, A.Garazha, A.Buzdin, I.Muchnik, N.Borisov FLOating-Window Projective Separator (FloWPS): a data trimming tool for support vector machines (SVM) to improve robustness of the classifier Frontiers in Genetics, - (year - 2018)

3. М.Золотовская, M.Сорокин, С.Румянцев, Н.Борисов, А.Буздин Pathway instability is an effective new mutation-based type of cancer biomarkers. Frontiers in Oncology, - (year - 2018)


Annotation of the results obtained in 2019
The HER/HER transmembrane receptor family consists of four tyrosine kinases, including proteins EGFR and HER2/neu. Several growth factors are known to be able to bind receptors and to activate them, named HER ligands. Approximately 20% of all human breast cancers (BC) overexpress epidermal growth factor receptor 2 (HER2). Since the beginning of 21st century, anti-EGFR and -HER2 target drugs became widely accepted in clinical practice, e.g. trastuzumab, erlotinib, and lapatinib. If used as monotherapy, an objective response rate is estimated as 20-35%; if combined with chemotherapy – 50 to 65%. In this project, we investigate intra- and extracellular factors affecting tumor response on HER-targeted drugs treatment as well as molecular mechanisms of the drug resistance. Our objective is to develop tests aimed to predict the BC patient response on HER2-targeted drugs to increase efficiency of their prescription and administration. In 2018, the following major results were obtained: 1) We investigate the hypothesis that concentration of HER ligands relates to the efficiency of HER2-specific anticancer therapy. We evaluated the concentrations of six HER ligands in human blood by means of ELISA. Our measurements in 100 mcl blood serum samples of ten female healthy volunteers have shown that concentrations of EGF and HB-EGF vary up to 18 and 7-fold, respectively. These rather high variations are congruent with our previous findings and with the literature data. Doing this to the blood serum of 50 HER2-positive patients and healthy female donors, we demonstrated the high variability of ligand concentration among profiled individuals. The epiregulin concentration ranges from 0 to 2322pg/mL (average 490 pg/mL, median 149 pg/mL). EGF concentration ranges from 239 to 1260 pg/mL (average 526 pg/mL, median 432 pg/mL). HB-EGF concentration ranges from 19,3 to 1099 pg/mL (average 111 pg/mL, median 38,9 pg/mL). TGF-alpha concentration ranges from 0 to 126 pg/mL (average 18,1 pg/mL, median 4,1 pg/mL). Significant ligand concentration variations are in agreement with both our preliminary findings and the published data. The relationship of HER ligand concentrations and the patients` clinical response to trastuzumab therapy will be investigated upon acquiring clinical data for all samples tested. 2) We have purified recombinant extracellular EGFR domain to be employed for reducing the HER-ligand concentrations. We demonstrated that the clonogenity of drug-treated cells decreases in response to the treatment by recombinant protein. 3) Tumor response on targeted therapy can be affected by variety of factors present in the patient’s body. As these factors affect anti-proliferative action of the drugs during the patient treatment, they also theoretically can affect anti-proliferative action of the drug on the cells cultured in vitro. Thus, we aimed to explore if an effect of the patient’s blood on the targeted drug efficacy on in vitro cultured cells can be rapidly tested even before administration of the time consuming and expensive therapy course. According to the hypothesis tested, if serum does not essentially affect inhibitory effect of trastuzumab on the clonogenity, one can expect that tumour progression will be effectively inhibited by this drug. To investigate this hypothesis, we measured the inhibitory activities of anticancer drugs, trastuzumab and lapatinib on growth of cell lines sensitive to these drugs (BT-474 and SK-BR-3) in the presence of the human serum of breast cancer patients and healthy individuals. We measured anti-proliferative action of trastuzumab on the cell clonogenity and found that even at concentration as low as 1.25% human serum essentially alters cell clonogenity in the presence of the drug. For the cell line BT-474 we have shown that in the presence of human serum cell clonogenity decreases to 10 – 60% of the initial level. In contrast, for the cell line SK-BR-3 we obtained that in the presence of human serum cell clonogenity was increased as high as 1 – 1.7 folds. 4) In a course of investigation one patient`s serum was found to suppress the BT-474 cells growth in concentration as low as 0,5%. We have shown that such an antiproliferative activity was due to an effect of serum immunoglobulins.

 

Publications

1. D. E. Kamashev, T. V. Rakitina, D. V. Matyushkina, D. V. Evsyutina, A. A. Vanyushkina, Yu. K. Agapova, V. E. Anisimova, A. L. Drobyshev, I. O. Butenko, O. V. Pobeguts, and G. Y. Fisunov ИЗМЕНЕНИЕ ПРОТЕОМНОГО ПРОФИЛЯ E. COLI ПРИ УДАЛЕНИИ ГЕНОВ, КОДИРУЮЩИХ ГИСТОНОПОДОБНЫЙ БЕЛОК HU: ПО ДАННЫМ ДИФФЕРЕНЦИАЛЬНОГО ДВУМЕРНОГО ГЕЛЬ-ЭЛЕКТРОФОРЕЗА БИООРГАНИЧЕСКАЯ ХИМИЯ, Vol. 45, No. 5, pp. 524–533. (year - 2019) https://doi.org/10.1134/S1068162019050029

2. Nikitin D, Garazha A, Sorokin M, Penzar D, Tkachev V, Markov A, Gaifullin N, Borger P, Poltorak A, Buzdin A Retroelement-Linked Transcription Factor Binding Patterns Point to Quickly Developing Molecular Pathways in Human Evolution Cells, 6;8(2). pii: E130 (year - 2019) https://doi.org/10.3390/cells8020130

3. Suntsova M, Gaifullin N, Allina D, Reshetun A, Li X, Mendeleeva L, Surin V, Sergeeva A, Spirin P, Prassolov V, Morgan A, Garazha A, Sorokin M, Buzdin A. Atlas of RNA sequencing profiles for normal human tissues Scientific Data, 6(1):36 (year - 2019) https://doi.org/10.1038/s41597-019-0043-4

4. Zolotovskaia MA, Sorokin MI, Emelianova AA, Borisov NM, Kuzmin DV, Borger P, Garazha AV, Buzdin AA Pathway Based Analysis of Mutation Data Is Efficient for Scoring Target Cancer Drugs Frontiers in Pharmacology, 10:1 (year - 2019) https://doi.org/10.3389/fphar.2019.00001

5. Borisov N, Buzdin A New Paradigm of Machine Learning (ML) in Personalized Oncology: Data Trimming for Squeezing More Biomarkers From Clinical Datasets Frontiers in Oncology, 17;9:658 (year - 2019) https://doi.org/10.3389/fonc.2019.00658

6. Buzdin A, Sorokin M, Poddubskaya E, Borisov N High-Throughput Mutation Data Now Complement Transcriptomic Profiling: Advances in Molecular Pathway Activation Analysis Approach in Cancer Biology Cancer Informatics, 18:1176935119838844 (year - 2019) https://doi.org/10.1177/1176935119838844

7. Daniil Nikitin, Maxim Sorokin, Victor Tkachev, Andrew Garazha, Alexander Markov, Anton Buzdin RetroSpect, a New Method of Measuring Gene Regulatory Evolution Rates Using Co-mapping of Genomic Functional Features with Transposable Elements Evolution, Origin of Life, Concepts and Methods. Издательство Springer, Cham, pp 85-111 (year - 2019) https://doi.org/10.1007/978-3-030-30363-1_5