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Hu M, Tan R, Lu C, Zhou T, Wang Q, Liu T. Unveiling shared therapeutic targets and pathological pathways between coronary artery disease and major depressive disorder through bioinformatics analysis. Sci Rep 2024; 14:29365. [PMID: 39592804 PMCID: PMC11599718 DOI: 10.1038/s41598-024-80920-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 11/22/2024] [Indexed: 11/28/2024] Open
Abstract
Coronary artery disease (CAD) is a predominant cardiovascular condition influenced by risk factors, with an emphasis on major depressive disorder (MDD). However, the shared mechanisms and therapeutic targets for CAD and MDD remain incompletely comprehended. Functional enrichment analyses were conducted to investigate the pathways associated with the differentially expressed genes (DEGs) in the CAD and MDD datasets. Hub genes were identified utilizing the Protein-Protein Interaction network and Cytoscape software. The single sample gene set variation analysis was applied to assess immune cell infiltration in the CAD and MDD datasets. Weighted gene co-expression network analysis and molecular biological experiments were executed to evaluate these hub genes. Molecular docking was conducted to identify drug candidates targeting these hub genes. The overlapping DEGs between the CAD and MDD datasets were mainly enriched in the Herpes simplex virus 1 infection and the NF-kappa B signaling pathways. CDC42, NDUFB3, and TXN were validated within the eigengenes of the blue module, which exhibited a significant association with the CAD phenotype. The drug candidate GS-9620 was identified as a potential protective agent against both disorders. In conclusion, CDC42, NDUFB3, and TXN held potential as molecular biomarkers and therapeutic targets for the simultaneous treatment of CAD and MDD.
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Affiliation(s)
- Mengyun Hu
- Department of Nursing, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei Province, China
| | - Rong Tan
- Department of Nursing, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei Province, China
| | - Caihong Lu
- Clinical Skills Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei Province, China
| | - Ting Zhou
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Qin Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei Province, China.
- Hubei Province Key Laboratory of Molecular Imaging, Tongji Medical College, Union Hospital, Huazhong University of Science and Technology, Wuhan, 430022, Hubei Province, China.
| | - Tao Liu
- Department of Cardiovascular Medicine, Wuhan Red Cross Hospital, Wuhan, 430015, Hubei Province, China.
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Lam JO, Leyden WA, Leong TK, Horberg MA, Reynolds K, Ambrosy AP, Avula HR, Hechter RC, Towner WJ, Vupputuri S, Go AS, Silverberg MJ. Variation in Heart Failure Risk by HIV Severity and Sex in People With HIV Infection. J Acquir Immune Defic Syndr 2022; 91:175-181. [PMID: 36094484 PMCID: PMC9471068 DOI: 10.1097/qai.0000000000003032] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/16/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND HIV is an independent risk factor for heart failure (HF). However, the association of HIV severity with incident HF and the potential interaction with sex are incompletely understood. SETTING Integrated health care system. METHODS We conducted a cohort study of people with HIV (PWH) and matched people without HIV (PWoH), all aged ≥ 21 years and with no previous HF. Poisson regression was used to compare incident HF by HIV status, with PWH stratified by severity of HIV infection [defined by recent (<6 months) CD4 count, nadir CD4 count, or recent HIV RNA level]. Models were adjusted for sociodemographic characteristics, substance use, and HF risk factors. Analyses were conducted for men and women combined, then by sex. RESULTS The study included 38,868 PWH and 386,569 PWoH (mean baseline age = 41.0 ± 10.8 years; 88% men). Compared with PWoH, incident HF risk was higher among PWH with lower recent CD4 [200-499 cells/µL, adjusted rate ratio (aRR) = 1.82, 95% confidence interval (CI) = 1.50 to 2.21 and <200 cells/µL, aRR = 3.26 (2.47 to 4.30)] and a low nadir CD4 [<200 cells/µL, aRR = 1.56 (1.37 to 1.79)] but not among PWH with normal CD4 [≥500 cells/µL, aRR = 1.14 (0.90 to 1.44)]. Higher incident HF risk was observed among PWH at all HIV RNA levels, with greater HF risk at higher HIV RNA levels. The excess HF risk associated with low CD4 (recent or nadir) and high HIV RNA was stronger among women than men (P interactions=0.05, 0.08, and 0.01, respectively). CONCLUSIONS Given the association of HIV severity with HF, optimizing HIV treatment and management may be important for HF prevention among PWH.
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Affiliation(s)
- Jennifer O Lam
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Wendy A Leyden
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Michael A Horberg
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - Andrew P Ambrosy
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- Department of Cardiology, Kaiser Permanente Northern California, San Francisco Medical Center, San Francisco, CA
| | - Harshith R Avula
- Department of Cardiology, Dublin Medical Offices, Kaiser Permanente Northern California, Dublin, CA
- Department of Cardiology, Walnut Creek Medical Center, Kaiser Permanente Northern California, Walnut Creek, CA
| | - Rulin C Hechter
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - William J Towner
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; and
| | - Suma Vupputuri
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
- Departments of Epidemiology, Biostatistics, and Medicine, University of California, San Francisco, San Francisco, CA
| | - Michael J Silverberg
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
- Departments of Epidemiology, Biostatistics, and Medicine, University of California, San Francisco, San Francisco, CA
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Malayala S, Adhikari R, Vasireddy D, Atluri P, Bali A. Medically underserved areas and International Medical Graduates (IMGs) in the United States: challenges during the COVID-19 era. J Community Hosp Intern Med Perspect 2021; 11:457-463. [PMID: 34211648 PMCID: PMC8221155 DOI: 10.1080/20009666.2021.1915548] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
Background: Given that nearly a quarter of the US physician workforce are international medical graduates (IMGs), many of whom remain on temporary work visas for prolonged periods due to processing delays, the pandemic has posed unique challenges to these frontline workers and has arbitrarily limited our physician workforce. Methods: This is cross-sectional survey data obtained from IMGs on temporary work visas pertaining to their role in healthcare, impact of visa-related restrictions on their professional and personal lives was sent to the participants. Results: A total of 2630 IMGs responded to the survey. Most of the respondents (1493, 56.8%) were physicians in active practice, with Internal Medicine (1684, 65.7%) being the predominant specialty encountered. 64.1% were practicing in Medically Underserved Areas (MUA) or Health Professional Shortage Areas (HPSA), with 45.6% practicing in a rural area. Nearly 89% of respondents had been involved with direct care of COVID-19 patients, with 63.7% assuming administrative responsibilities for COVID-19 preparedness. 261 physicians (11.5%) were subject to quarantine, while 28 (1.2%) reported a confirmed COVID-19 infection. 93% physicians expressed inability to serve in COVID-19 surge areas due to visa-related restrictions, while 57% had been approached by recruiters due to staffing shortages. 72% physicians reported that their families would be at risk for deportation in case of their disability or death. Most respondents (98.8%) felt that permanent resident status would help alleviate the above concerns. Conclusion: A significant proportion of the US physician workforce is adversely impacted by work-based visa restrictions and processing backlog. Mitigating these restrictions could significantly bolster the current physician workforce and prove beneficial in our response to the COVID-19 pandemic.
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Affiliation(s)
| | - Ramesh Adhikari
- Department of Pediatrics, Pediatric Group of Acadiana, Lafayette, USA
| | - Deepa Vasireddy
- Department of Medicine, Franciscan Health Lafayette East, Lafayette, USA
| | - Paavani Atluri
- Department of Medicine, Centra Southside Community Hospital, Farmville, USA
| | - Atul Bali
- Department of Medicine, Bay Area Hospital, Coos Bay, USA
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Malayala SV, Vasireddy D, Kadali RAK, Alur RS, Koushik K. Healthcare Access in Medically Underserved Areas During the COVID-19 Era: An International Medical Graduate Perspective From a Rural State. Cureus 2020; 12:e12254. [PMID: 33391960 PMCID: PMC7767844 DOI: 10.7759/cureus.12254] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Background Physician shortage and healthcare access are serious issues in rural states like Kentucky and further worsened during the coronavirus disease 2019 (COVID-19) pandemic. International Medical Graduates (IMGs) serve the underserved communities of Kentucky to fill in the physician gap. However, uncertainties surrounding immigration policies added significant challenges to physicians and the rural communities served by them during the pandemic. Methods A survey was created using the data collection platform "SurveyMonkey" and sent to IMG physicians practicing on a visa to understand their role and their immigration-related challenges. Only the physicians practicing in Kentucky were included in this study. Results It was found that 84% practice in primary care specialties like internal medicine, pediatrics, or family medicine, 92.9% practice in Medically Underserved Areas or Health Professional Shortage Areas, and 71.4% practice in rural settings. Also, 61.5% practice in a "frontline" COVID-19 specialty and 92.3% were involved in direct care of COVID-19 infected or suspected patients. Of the physicians, 88.5% were in an "immigration backlog"; 92.6% of them were the primary visa holders of their families and 88.9% expressed concern that their families face hardship if they have a disability during the pandemic. It was reported by 92.3% of them that visa-related restrictions limited them from providing additional coverage in these places. Conclusions Lack of physician access is a critical issue facing many rural states in America like Kentucky, and IMG physicians play a valuable role in taking care of this underserved population and fighting the COVID-19 pandemic. The challenges surrounding the immigration backlog are contributing to significant hardships and remain a hurdle to expand healthcare access to the rural and medically underserved communities.
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Affiliation(s)
| | | | | | - Ram Sanjeev Alur
- Internal Medicine, Marion Veterans Affairs Medical Center, Marion, USA
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Malayala SV, Raza A, Vanaparthy R. Gender-Based Differences in Abdominal Aortic Aneurysm Rupture: A Retrospective Study. J Clin Med Res 2020; 12:794-802. [PMID: 33447313 PMCID: PMC7781278 DOI: 10.14740/jocmr4376] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 10/31/2020] [Indexed: 12/04/2022] Open
Abstract
Background Annually, 5% of sudden deaths are due to abdominal aortic aneurysm (AAA) rupture. There is evidence suggesting that AAA ruptures have worse outcomes in females than males and the aneurysms rupture at a smaller size in females than in males. The United States Preventive Services Task Force (USPSTF) recommends a one-time ultrasound screening for males aged 65 - 75 years who ever smoked. There is insufficient evidence to screen females aged 65 - 75 years who ever smoked though there is evidence suggesting that AAAs rupture at a smaller size and have worse outcomes in females. The objective of this study is to compare the characteristics, mortality and morbidity of ruptured AAAs in females and males. Methods This is a retrospective review of 117 patients from two teaching institutions over a period of 6 years. A total of 39 parameters were compared between males and females including demographic variables, comorbidities like hypertension, dyslipidemia, cardiovascular diseases; previous history of AAA; medications, characteristics of aneurysm, type of surgery and its outcome; postoperative complications and long-term survival. Results The overall incidence of AAA rupture was higher in males (68%) than in females (32%). Females die from AAA rupture at a later age. There was a significant difference in the size of AAA rupture between females (mean = 7.4 cm, standard deviation (SD) = 2.0) and males (mean = 8.2 cm, SD = 1.8; P = 0.04). The probability to undergo surgery for ruptured AAA was significantly lower for females as compared to males (P = 0.03). Females had higher overall mortality (P = 0.001), postoperative mortality (P = 0.02), higher length of intensive care unit (ICU) stay, incidence of postoperative complications, use of vasopressors and use of ventilator. Conclusions Using a similar threshold of size of AAA for elective surgery for both males and females might not be appropriate. Further population-based studies are needed to warrant AAA screening for high-risk females owing to the higher morbidity and mortality.
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Affiliation(s)
| | - Ambreen Raza
- Department of Medicine, Bristol Hospital, Farmington, CT, USA
| | - Rachana Vanaparthy
- Department of Pulmonology, Oregon Health and Science University, Portland, OR, USA
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