Saeed Khodayari has a total of 33 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Single-Cell Transcriptomics for Unlocking Personalized Cancer Immunotherapy: Toward Targeting the Origin of Tumor Development Immunogenicity

    by Saeed Khodayari, Hamid Khodayari, Elnaz Saeedi, Habibollah Mahmoodzadeh, Alireza Sadrkhah, Karim Nayernia

    Cancer immunotherapy is a promising approach for treating malignancies through the activation of anti-tumor immunity. However, the effectiveness and safety of immunotherapy can be limited by tumor complexity and heterogeneity, caused by the diverse molecular and cellular features of tumors and their microenvironments. Undifferentiated tumor cell niches, which we refer to as the “Origin of Tumor Development” (OTD) cellular population, are believed to be the source of these variations and cellular heterogeneity. From our perspective, the existence of distinct features within the OTD is expected to play a significant role in shaping the unique tumor characteristics observed in each patient. Single-cell transcriptomics is a high-resolution and high-throughput technique that provides insights into the genetic signatures of individual tumor cells, revealing mechanisms of tumor development, progression, and immune evasion. In this review, we explain how single-cell transcriptomics can be used to develop personalized cancer immunotherapy by identifying potential biomarkers and targets specific to each patient, such as immune checkpoint and tumor-infiltrating lymphocyte function, for targeting the OTD. Furthermore, in addition to offering a possible workflow, we discuss the future directions of, and perspectives on, single-cell transcriptomics, such as the development of powerful analytical tools and databases, that will aid in unlocking personalized cancer immunotherapy through the targeting of the patient’s cellular OTD.


  • Breast tumor metastasis following filgrastim administration due to the SDF-1/CXCR4 pathway

    by Solmaz Khalighfard, Vahid Khori, Ebrahim Esmati, Farahnazsadat Ahmadi, Taghi Amiriani, Amirhoushang Poorkhani, Somayeh Sadani, Saeed Khodayari, Hamid Khodayari, Mohammad Reza Kalhori, et al.

    Filgrastim, a recombinant type of granulocyte-colony stimulating factor (G-CSF), has a high potential to manage chemotherapy-induced leukopenia. It can increase stromal cell-derived factor 1 (SDF-1) which may stimulate C-X-C chemokine receptor type 4 (CXCR4) to migrate bone marrow-derived stem/progenitor cells to the bloodstream. Here, we aimed to investigate in vitro and in vivo effects of filgrastim on cell migration, invasion, and metastasis. A lentivirus vector of the anti-CXCR4 receptor was first used for the CXCR4 knockout. Effects of filgrastim on cell proliferation and migration were then investigated on 4T1 cells by Transwell migration and wound healing assay. At last, the effects of filgrastim on cell metastasis and the possible involved mechanisms have been investigated in a metastatic murine breast tumor. The knockout of the CXCR4 receptor could lead to a decrease in cell proliferation, migration, and invasion of the 4T1 cells. Filgrastim could directly target SDF-1 and upregulate the expression of the CXCR4 receptor. The knockout of the CXCR4 receptor reduced cell metastasis in an animal model of breast cancer. CXCR4 receptor stimulation by the filgrastim-affected pathways is a conserved evolutionary response that could increase cancer cell proliferation and consequent cell metastasis. Our results suggest that the activation of the CXCR4 receptor is a conserved evolutionary response that can increase cell proliferation, migration, and consequent metastasis. It seems that filgrastim may increase the chance of cancer cell metastasis in people continuously receiving it to increase the number of neutrophils. Graphical Abstract Filgrastim induces the SDF-1/CXCR4 axis on tumor cell growth. SDF-1 and its receptor CXCR4 are vital targets for filgrastim. The CXCR4 can stimulate the PI3K/AKT, NF-κB, and JAK/STAT signaling pathways. The SDF-1/CXCR4 pathway promotes cell chemotaxis and proliferation via MAPKs signaling. It also enhances cell survival, proliferation, and angiogenesis, increasing tumor cell metastasis. The STAT3-mediated inflammation is essential for tumorigenesis processes, and Akt, Wnt, STAT3, and CXCR4 signaling pathways are all correlated. CXCR4 = C-X-C chemokine receptor type 4, SDF-1 = stromal-derived-factor-1, MAPK = mitogen activated protein kinase; NF-κB = nuclear factor-κB, PI3K = phosphoinositide 3-kinase, JAK = Janus kinase, STAT = signal transducer and activator of transcription, PLC = phospholipase C, PKC = Protein kinase C, GRK = G protein-coupled receptor kinase


  • Open Access

    MicroRNAs 7/17/155 As A Potential Breast Tumor Stemness miRNA Cluster: Detection of Breast Cancer Grade Specific miRNA-mRNA Interaction Network Inspiration from Mammary Gland Development

    by Saeed Khodayari, Hamid Khodayari, Haniyeh Jallali, Elnaz Saeedi, Ali Faryabi, Meghdad Yeganeh, Ahad Mohammadnejad, Amirnader Emami Razavi, Mohammad Dashtkoohi, Farimah Hadjilooei, et al.

    Background The process of breast tumor dedifferentiation is complex and unclear. The mechanism represents the origin of the genesis and development of high-grade breast stem cells. It seems that microRNAs have crucial regulatory functions in this complicated phenomenon. The main objective of this study is to identify a potential "breast tumor stemness miRNA cluster" using an in silico strategy and qRT-PCR validation guided by the molecular pattern of mammary gland development (MGD). Methods Microarray databases GEO and ArrayExpress were used to determine mRNA and microRNA expression in different grades of breast carcinoma (BC). Differential gene expression of mRNA (GSE29044) and miRNA (GSE4566) in three grades of BC was analyzed using GEO2R compared with normal tissue. The enrichment results revealed MGD -associated mechanisms and target mRNAs. Using the BC database, the interaction between target mRNAs and significantly altered miRNAs (PV ≤ 0.05) in each BC grade was found by miRNet. After confirming our results using the GSE26659 data, the expression of the target miRNAs in tissue samples (24 BC, 17 normal tissues) was examined by real-time PCR. miRwalk and the STRING database discovered the miRNAs of interest and mRNA networks. Results The MGD stages of puberty, pregnancy and lactation, and mammary gland epithelial development were significantly involved in the upregulated genes of GI and GII tumors. No significant upregulated MGD mechanisms were detected in GIII BC. In silico analysis revealed that miRs 7/17/155 had an upregulation pattern and miR-26a had a downregulation pattern. qPCR showed that the miRNAs 7/17/155 were significantly upregulated in GIII tumors (PV ≤ 0.05), while there were no notable changes in miR-26a. EGFR was the central node regulated by the miR 7/17/155 intermediate mRNA cluster. Conclusions Our results suggest that microRNAs 7/17/155 may be a potential cluster associated with formation of breast tumor stemness. This cluster can be used for the breast cancer dedifferentiation therapy or molecular classification of mammary tumor differentiation status.

  • Open Access

    Regulation of Long Non-Coding RNAs by Plant Secondary Metabolites: A Novel Anticancer Therapeutic Approach

    by Mohammad Reza Kalhori, Hamid Khodayari, Saeed Khodayari, Miko Vesovic, Gloria Jackson, Mohammad Hosein Farzaei, Anupam Bishayee

    Long non-coding RNAs (lncRNAs) are a class of non-coding RNAs that play an essential role in various cellular activities, such as differentiation, proliferation, and apoptosis. Dysregulation of lncRNAs serves a fundamental role in the progression and initiation of various diseases, including cancer. Precision medicine is a suitable and optimal treatment method for cancer so that based on each patient’s genetic content, a specific treatment or drug is prescribed. The rapid advancement of science and technology in recent years has led to many successes in this particular treatment. Phytochemicals are a group of natural compounds extracted from fruits, vegetables, and plants. Through the downregulation of oncogenic lncRNAs or upregulation of tumor suppressor lncRNAs, these bioactive compounds can inhibit metastasis, proliferation, invasion, migration, and cancer cells. These natural products can be a novel and alternative strategy for cancer treatment and improve tumor cells’ sensitivity to standard adjuvant therapies. This review will discuss the antineoplastic effects of bioactive plant secondary metabolites (phytochemicals) via regulation of expression of lncRNAs in various human cancers and their potential for the treatment and prevention of human cancers.