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Eurasian Journal of Medicine and
            Oncology
                                                                           Key signaling proteins in cardiovascular disease


            play important roles in the CVD pathway. 31-33  Understanding   extensively studied in genetics and medicine. This study
            the functions and dysregulation of these genes is crucial in   identified several key proteins, including transforming
            comprehending  the  underlying  mechanisms  of  various   growth factor-beta 1 (TGF-β1), apolipoprotein E (APOE),
            cardiovascular disorders.  As shown in  Table 3, proteins   nitric oxide synthase 3 (NOS3), plasminogen activator-
            identified as successful therapeutic targets accounted for the   tissue type (PLAT), interleukin 6 (IL6), tumor necrosis
            highest percentage at 9%, while apoptosis-related proteins   factor (TNF), glycogen synthase kinase 3 beta (GSK3B),
            and oncogenes each contributed 1.8%. In addition, tumor   matrix metalloproteinase 9 (MMP9), and angiotensinogen
            suppressor genes were associated with 0.9% of the proteins,   (AGT) (Table 4). These proteins have been associated with
            highlighting their role in CVD pathways.           several important functions, including inflammation,
                                                               cardiovascular health, neurodegeneration, and overall
            3.3. Investigating common functions of proteins    disease risk.
            involved in CVD pathways
                                                                 Among the proteins analyzed, approximately 55.5%
            Proteins commonly found in CVD pathways play important   (5 proteins) were determined to be essential, and another
            functions in diverse biological processes and have been   55.5% (5 proteins) were involved in signaling. In addition,

            Table 2. Distribution of proteins associated with growth regulation and MAPK cascade signaling, encompassing both positive
            and negative signals
            Categorization of pathways in CVDs  Essential  Signaling  Growth  Cell cycle  MAPK cascade  Positive signaling  Negative signaling
            Heart attacks              8 (31%)  10 (38%)  3 (11.5%)  2 (7.6%)  6 (30%)  6 (30%)     2 (7.6%)
            Hypertension               11 (13%)  15 (18%)  6 (7%)  5 (5.9%)  7 (8.3%)  7 (8.3%)     7 (8.3%)
            Average percentage         19 (17%)  25 (22.7%)  9 (8%)  7 (6.3%)  13 (11.8%)  13 (11.8%)  9 (8%)
            Abbreviations: CVDs: Cardiovascular diseases; MAPK: Mitogen-activated protein kinase.

            Table 3. Distribution of proteins associated with programmed cell death (positive and negative), oncogene activation, and tumor
            suppresion
            Categorization of   Programmed   Positive     Negative   Oncogenes  Tumor suppressor   Successful
            pathways in CVDs   cell death    signaling    signaling                 genes       therapeutic target
            Heart attacks       1 (3.8%)     0 (0.0%)     0 (0.0%)    0 (0.0%)     0 (0.0%)        4 (15.3%)
            Hypertension        1 (1.1%)     0 (0.0%)     0 (0.0%)    2 (2.3%)     1 (1.1%)        6 (7.1%)
            Average percentage  2 (1.8%)     0 (0.0%)     0 (0.0%)    2 (1.8%)     1 (0.9%)        10 (9%)


            Table 4. Distribution of proteins commonly found in the CVD pathway
            Categorization of   Common  Essential  Signaling Growth  Cell   MAPK   Positive   Negative   Apoptosis  Successful
            pathways in CVDs  proteins                   cycle  cascade  signaling  signaling  therapeutic target
            Heart attacks,   TGF-β1                                                          
            hypertension
                          APOE                                                               
                          NOS3                                                              
                          PLAT                                                               
                          IL6                                                                
                          TNF                                                               
                          GSK3B                                                             
                          MMP9                                                               

                          AGT                                                                
            Abbreviations: AGT: Angiotensinogen; APOE: Apolipoprotein E; CVDs: Cardiovascular diseases; GSK3B: Glycogen synthase kinase 3 beta;
            IL6: Interleukin 6; MAPK: Mitogen-activated protein kinase; MMP9: Matrix metalloproteinase 9; NOS3: Nitric oxide synthase 3; PLAT: Plasminogen
            activator-tissue type; TGF-β1: Transforming growth factor beta 1; TNF: tumor necrosis factor.


            Volume 9 Issue 1 (2025)                        162                              doi: 10.36922/ejmo.8086
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