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INNOSC Theranostics and
            Pharmacological Sciences                                           Precision medicine and beyond in oncology




            Table 2. (Continued)
            Drug name  Target    Biomarker  Clinical use  Method of   Adverse effects  Sample   Reference  Combination
                                                        detection                 size
            Tisotumab  Transcription  N/A  Cervical cancer Biopsy+flow   Anemia, diarrhea,  142 patients Vergote
                       factor                        cytometry    nausea, and           et al.  76
                                                                  thrombocytopenia
            Atezolizumab  PDL1   N/A      Kidney, bladder,  Biopsy+flow   Diarrhea,   410 patients Oaknin
                                          transitional   cytometry  arthralgia,         et al.  77
                                          epithelial,             pyrexia, rash,
                                          breast, and             hypothyroidism,
                                          cervical cancer,        hyperthyroidism,
                                          HCC                     constipation,
                                                                  myalgia, infusion
                                                                  reaction
            Sintilimab  PD-1     TMB,     Hodgkin    Serum        Pneumonia,   146 patients Zhang   Sintilimab+
                                 circulating  lymphoma,           diarrhea, colitis,    et al.  78  bevacizumab
                                 tumor DNA HCC                    hepatitis, nephritis,
                                                                  endocrine disease,
                                                                  infection reactions,
                                                                  rashes
            Durvalumab  PDL1     N/A      SCLC, HCC,  Serum       Febrile      805 patients Al-Salama
                                                                  neutropenia,          et al.  79
                                                                  anemia,
                                                                  leukopenia,
                                                                  thrombocytopenia,
                                    +
            Tremelimumab CTLA-4  CD4 ,    Melanoma,   Biopsy+flow   Increased LFTs,   332 patients Kelley et al.    Tremelimumab+
                                 CD8 +    HCC, PDAC  cytometry    diarrhea, increased   80       gemcitabine
                                                                  lipase, and amylase
            Note: N/A refers to not available.
            Abbreviations: ALL: Acute lymphoblastic leukemia; c-MET: Cellular-mesenchymal epithelial transition factor; CRC: Colorectal cancer;
            CTLA-4: Cytotoxic T-lymphocyte-associated protein 4; DLBCL: Diffuse large B-cell lymphoma; EGFR: Epidermal growth factor receptor;
            GCC: Guanylyl cyclase C; HCC: Hepatocellular carcinoma; KRAS: Kirsten rat sarcoma virus; LFTs: Liver function tests; NSCLC: Non-small cell lung
            cancer; PD-1: Programmed cell death protein 1; PDAC: Pancreatic ductal adenocarcinoma; SCLC: Small-cell lung cancer; TMB: Tumor mutational
            burden; VEGFR: Vascular endothelial growth factor receptor.

            time (median of 9.1 months) for PDAC, suggesting that   superior clinical benefits compared to sorafenib when
            chemotherapy and immunotherapy combinations are a   combined with bevacizumab. 89
            promising direction for further investigation, rather than   In  addition,  ADCs,  the  novel  agents  designed  to
            relying on immunotherapy alone. 85                 deliver cytotoxic drugs into tumors, can further increase

              Adjunct therapy combining VEGFR2 inhibitors and   the efficacy of targeted therapies (Figure 2). The structure
            PD-1/PDL1 inhibitors has become an important strategy   of ADC includes monoclonal antibodies that recognize
            to treat HCC. For example, atezolizumab-bevacizumab   specific markers expressed by tumor cells, linked to
            has recently been approved by the FDA to treat HCC.    monoclonal antibodies with cytotoxic drugs that induce
                                                         86
            However, resistance to atezolizumab-bevacizumab,   tumor cell death upon binding. Among several biomarkers,
            such as high  HES1 (transcriptional target of NOTCH   tumor mutational burden is currently the most widely
            pathway) expression, has been observed in clinical   accepted. 90,91  While efficacy is remarkably stronger,
            settings, highlighting the need for alternative therapeutic   combination regimens generally induce stronger Grade 3
            strategies.  First-line camrelizumab plus apatinib   adverse events than single monoclonal antibody therapy;
                    87
            (VEGFR2 inhibitor) has shown remarkable efficacy and   the most common side effects include hypertension and
            has since been used as a first-line therapy for unresectable   palmar-plantar erythrodysesthesia syndrome.
            HCC in a Phase 3 trial.  In addition, camrelizumab and   Numerous molecular targets have been identified
                               74
            apatinib are employed in a Phase I trial for advanced gastric   in HCC, and targeting them may enhance the efficacy
            cancer, and they showed favorable clinical outcomes with   of ADCs. For instance, in an HCC mouse model,
            an overall response rate of 76.5%.  Sintilimab has shown   diacylglycerol kinase gamma was found to promote tumor
                                       88

            Volume 8 Issue 3 (2025)                         43                          doi: 10.36922/ITPS025140018
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