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Yin Y, Tong C, Zhu H, Wu J. Outcomes of Surgery for Patients With Coexisting Heart and Lung Disease: A Retrospective Study. J Surg Res 2025; 307:53-61. [PMID: 39985908 DOI: 10.1016/j.jss.2025.01.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 01/03/2025] [Accepted: 01/26/2025] [Indexed: 02/24/2025]
Abstract
INTRODUCTION The optimal surgical approach and the associated adverse outcomes in patients with lung cancer and heart disease remain unknown. This study was designed to explore the potential influence of simultaneous or staged surgery on the perioperative and oncological outcomes of these patients. MATERIALS AND METHODS This retrospective study analyzed 158 patients who underwent cardiac and thoracic surgery between January 2016 and December 2021. The patients were divided into two groups according to the timing of surgery: simultaneous and staged. Perioperative and oncologic outcomes between the two groups were compared using 1:1 propensity score matching analysis and Kaplan-Meier analysis. RESULTS In the 50 patients (72% male, mean age 60.9 ± 11.7 y) of the simultaneous surgery group, 10 (20%) developed tumor metastasis or recurrence and 6 (12%) died from tumor metastasis. In the staged surgery group, with 108 patients (75% male, mean age 66.1 ± 8.4 y), 18 (16.7%) developed tumor metastasis or recurrence, and 8 (7.4%) died. There was no significant difference in overall survival or progression-free survival between the groups. Compared with the staged surgery group, the simultaneous surgery group had a higher incidence of pulmonary infection (3.7% versus 18.0%; P = 0.002), longer operative time (173.9 ± 104.4 versus 295.6 ± 77.1 min; P < 0.001), increased intraoperative blood loss (89.2 ± 53.1 versus 386.0 ± 207.0 mL; P < 0.001), and a prolonged hospital stay (7.0 ± 3.1 versus 16.5 ± 6.1 d; P < 0.001). CONCLUSIONS For patients with concurrent lung cancer and heart disease, staged surgery holds certain advantages when it comes to postoperative complications. Further researches are still needed to verify these findings.
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Affiliation(s)
- Yibo Yin
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Chaoyang Tong
- Department of Anesthesiology, Shanghai Children's Medical Center, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Hongwei Zhu
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China.
| | - Jingxiang Wu
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China; Outcomes Research Consortium, Cleveland, Ohio.
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Bhargavan R, Philip FA, KM JK, Augustine P, Thomas S. Comparison of Modified Frailty Index, Clinical Frailty Scale, ECOG Score, and ASA PS Score in Predicting Postoperative Outcomes in Cancer Surgery: A Prospective Study. Indian J Surg Oncol 2024; 15:938-945. [PMID: 39555367 PMCID: PMC11564707 DOI: 10.1007/s13193-024-01995-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 06/19/2024] [Indexed: 11/19/2024] Open
Abstract
Multiple pre-operative risk assessment scores are available for risk stratification of cancer patients undergoing surgery. This is the first study comparing commonly used preoperative risk assessment tools of Eastern Cooperative Oncology Group Performance Scale (ECOG) and American Society of Anaesthesiologists Physical Status Scale (ASA PS) with frailty scores of Modified Frailty Index (MFI) and Clinical Frailty Scale (CFS). This is a prospective observational study of adult cancer patients undergoing oncosurgery in a tertiary cancer center over one year. Pre-operative risk stratification was done using CFS, MFI, ASA PS, and ECOG scales. All patients were followed up postoperatively for 30 days, and complications were documented. Univariate and multivariate analyses were performed. p value of ≤0.05 was considered significant. Of the 4107 patients studied, 12.6% had prolonged hospitalization, 6.1% had morbidity, 0.9% had readmission, and mortality was 0.6%. ASA PS, ECOG, and CFS were significantly associated with prolonged hospitalization, morbidity, and mortality. MFI was significantly associated with prolonged hospitalization and morbidity. No score could predict readmission. On multivariate analysis, morbidity and readmission were significantly associated with neoadjuvant therapy (p=0.001), mortality with emergency surgery (p=0.001), and prolonged hospitalization with stage III and IV cancer (p=0.001). In adult patients undergoing oncosurgery, ASA PS, ECOG, and CFS are predictors of prolonged hospitalization, morbidity, and mortality. MFI is predictive of prolonged hospitalization and morbidity. None of the studied pre-operative risk scores predict readmission. Newer predictive tools with cancer-specific factors are required for better risk stratification of cancer patients undergoing surgery.
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Affiliation(s)
- Rexeena Bhargavan
- Department of Surgical Services, Regional Cancer Centre Thiruvananthapuram (Trivandrum), Medial College Complex, Kerala, 695011 India
| | - Frenny Ann Philip
- Department of Anaesthesiology, Regional Cancer Centre Thiruvananthapuram (Trivandrum), Medial College Complex, Kerala, 695011 India
| | - Jagathnath Krishna KM
- Department of Epidemiology and Biostatistics, Regional Cancer Centre Thiruvananthapuram (Trivandrum), Medial College Complex, Kerala, 695011 India
| | - Paul Augustine
- Department of Surgical Services, Regional Cancer Centre Thiruvananthapuram (Trivandrum), Medial College Complex, Kerala, 695011 India
| | - Shaji Thomas
- Department of Surgical Services, Regional Cancer Centre Thiruvananthapuram (Trivandrum), Medial College Complex, Kerala, 695011 India
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Bryce Y, Hsu M, White C, Gonzalez-Aguirre A, Friedman A, Latzman J, Moskowitz CS. Peripheral Arterial Disease is Associated With Higher Rates of Hospital Encounters and Mortality in Cancer Patients: A Retrospective Study Conducted at a Tertiary Cancer Center. Curr Probl Cancer 2023; 47:101015. [PMID: 37743212 DOI: 10.1016/j.currproblcancer.2023.101015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 08/27/2023] [Accepted: 08/29/2023] [Indexed: 09/26/2023]
Abstract
Cancer and peripheral arterial disease (PAD) have overlapping risk factors and common genetic predispositions. The concomitant effects of PAD and cancer on patients have not been well studied. The objective of this retrospective study is to evaluate outcomes of cancer patients with PAD. A query was made into Memorial Sloan Kettering Cancer Center's database to assess outcome of patients with and without the diagnosis of PAD (using ICD 9 and 10 codes). Inclusion criteria were patients diagnosed with lung, colon, prostate, bladder, or breast cancer between January 1, 2013 and December 12, 2018. A total of 77,014 patients were included in this cohort. 1,426 patients (1.8%, 95% CI 1.8-1.9) carried a diagnosis of PAD. PAD diagnosis was most prevalent in bladder cancer (4.7%, 95% CI 4.1-5.2) and lung cancer patients (4.6%, 95% CI 4.2-4.9). In regression models adjusted for cancer diagnosis, age at cancer diagnosis, stage, diabetes, hyperlipidemia, hypertension, coronary artery disease, cerebrovascular disease, smoking, and BMI > 30, patients with PAD had significantly higher odds of UCC admissions (OR 1.50, 95%CI 1.32-1.70, P < 0.001), inpatient admissions (OR 1.32, 95%CI 1.16-1.50, P < 0.001), and ICU admissions (OR 1.64, 95%CI 1.31-2.03, P < 0.001). After adjusting for all these same factors, patients with PAD had a 13% higher risk of dying relative to patients without PAD (HR 1.13, 95% CI 1.04-1.22, P = 0.003). Cancer patients with PAD had higher risks of ICU stays, UCC visits, inpatient admissions, and mortality compared to cancer patients without PAD even when adjusting for CAD, stroke, other comorbidities, cancer diagnosis, and cancer stage.
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Affiliation(s)
- Yolanda Bryce
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY.
| | - Meier Hsu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Charlie White
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.
| | | | - Adie Friedman
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY.
| | - Jonathan Latzman
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY.
| | - Chaya S Moskowitz
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.
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Lange SA, Schliemann C, Engelbertz C, Feld J, Makowski L, Gerß J, Dröge P, Ruhnke T, Günster C, Reinecke H, Köppe J. Survival of Patients with Acute Coronary Syndrome and Hematologic Malignancies-A Real-World Analysis. Cancers (Basel) 2023; 15:4966. [PMID: 37894332 PMCID: PMC10605274 DOI: 10.3390/cancers15204966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/08/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND The impact of the encounter between coronary heart disease (CHD) and cancer, and in particular hematologic malignancies (HM), remains poorly understood. OBJECTIVE The aim of this analysis was to clarify how HM affects the prognosis of acute coronary syndrome (ACS). We analyzed German health insurance data from 11 regional Ortskrankenkassen (AOK) of patients hospitalized for ACS between January 2010 and December 2018, matched by age, sex and all comorbidities for short- and long-term survival and major adverse cardiac events (MACE). RESULTS Of 439,716 patients with ACS, 2104 (0.5%) also had an HM. Myelodysplastic/myeloproliferative disorders (27.7%), lymphocytic leukemias (24.8%), and multiple myeloma (22.4%) predominated. These patients were about 6 years older (78 vs. 72 years *). They had an ST-segment elevation myocardial infarction (STEMI, 18.2 vs. 34.9% *) less often and more often had a non-STEMI (NSTEMI, 81.8 vs. 65.1% *). With the exception of dyslipidemia, these patients had more concomitant and previous cardiovascular disease and a worse NYHA stage. They were less likely to undergo coronary angiography (65.3 vs. 71.6% *) and percutaneous coronary intervention (PCI, 44.3 vs. 52.0% *), although the number of bleeding events was not relevantly increased (p = 0.22). After adjustment for the patients' risk profile, the HM was associated with reduced long-term survival. However, this was not true for short-term survival. Here, there was no difference in the STEMI patients, * p < 0.001. CONCLUSION Survival in ACS and HM is significantly lower, possibly due to the avoidance of PCI because of a perceived increased risk of bleeding.
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Affiliation(s)
- Stefan A. Lange
- Department of Cardiology I—Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, D-48149 Muenster, Germany; (C.E.); (L.M.); (H.R.)
| | - Christoph Schliemann
- Department of Medicine A, University Hospital Muenster, D-48149 Muenster, Germany;
| | - Christiane Engelbertz
- Department of Cardiology I—Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, D-48149 Muenster, Germany; (C.E.); (L.M.); (H.R.)
| | - Jannik Feld
- Institute of Biostatistics and Clinical Research, University of Muenster, D-48149 Muenster, Germany; (J.F.); (J.G.); (J.K.)
| | - Lena Makowski
- Department of Cardiology I—Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, D-48149 Muenster, Germany; (C.E.); (L.M.); (H.R.)
| | - Joachim Gerß
- Institute of Biostatistics and Clinical Research, University of Muenster, D-48149 Muenster, Germany; (J.F.); (J.G.); (J.K.)
| | - Patrik Dröge
- AOK Research Institute (WIdO), D-10178 Berlin, Germany; (P.D.); (C.G.)
| | - Thomas Ruhnke
- AOK Research Institute (WIdO), D-10178 Berlin, Germany; (P.D.); (C.G.)
| | - Christian Günster
- AOK Research Institute (WIdO), D-10178 Berlin, Germany; (P.D.); (C.G.)
| | - Holger Reinecke
- Department of Cardiology I—Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, D-48149 Muenster, Germany; (C.E.); (L.M.); (H.R.)
| | - Jeanette Köppe
- Institute of Biostatistics and Clinical Research, University of Muenster, D-48149 Muenster, Germany; (J.F.); (J.G.); (J.K.)
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Liu J, Chen S, Zhou Y, Zheng X, Meng R, Tan N, Liu Y. Effect of cumulative radiation exposure from Coronary catheterization on lung cancer mortality. BMC Cancer 2023; 23:757. [PMID: 37582730 PMCID: PMC10426196 DOI: 10.1186/s12885-023-11231-4] [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: 04/20/2023] [Accepted: 07/26/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND Coronary catheterization (CC) procedure inevitably exposes patients with cardiovascular disease (CVD) to radiation, while cumulative radiation exposure may lead to higher risk of cancer. METHODS This multi-center, retrospective study was based on the CC procedure in Cardiorenal ImprovemeNt II cohort (CIN-II, NCT05050877) among five regional central tertiary teaching hospitals in China between 2007 and 2020. Patients without known cancer were stratified according to the times they received CC procedure. Baseline information from their last CC procedure was analyzed. Cox regression and Fine-Gray competing risk models were used to assess the relationship between cumulative radiation exposure from CC procedures and cancer-specific, all-cause and cardiovascular mortality. RESULTS Of 136,495 hospitalized survivors without cancer at baseline (mean age: 62.3 ± 11.1 years, 30.9% female), 116,992 patients (85.7%) underwent CC procedure once, 15,184 patients (11.1%) on twice, and 4,319 patients (3.2%) underwent CC procedure more than three times. During the median follow-up of 4.7 years (IQR: 2.5 to 7.4), totally 18,656 patients (13.7%) died after discharge, of which 617 (0.5%) died of lung cancer. Compared with the patients who underwent CC procedure once, the risk of lung cancer mortality increased significantly with the increase of the number of CC procedure (CC 2 times vs. 1 time: HR 1.42, 95% CI 1.13 to 1.78, P < 0.001; CC ≥ 3 times vs. 1 time: HR 1.64, 95%CI 1.13 to 2.39, P < 0.05). Similar results were observed in all-cause mortality and cardiovascular mortality, but not in other cancer-specific mortality. CONCLUSIONS Our data suggest that substantial proportion of CVD patients are exposed to multiple high levels of low-dose ionizing radiation from CC procedure, which is associated with an increased risk of cancer mortality in this population. TRIAL REGISTRATION ClinicalTrials.gov: NCT05050877; URL: http://www. CLINICALTRIALS gov ; 21/09/2021.
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Affiliation(s)
- Jin Liu
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Shiqun Chen
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Global Health Research Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science, Guangzhou, China
| | - Yang Zhou
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Xueyan Zheng
- Institute of Control and Prevention for Chronic Non-Infective Disease, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Ruilin Meng
- Institute of Control and Prevention for Chronic Non-Infective Disease, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China.
| | - Ning Tan
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China.
- School of Medicine, Guangdong Provincial People's Hospital, South China University of Technology, Guangzhou, China.
| | - Yong Liu
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China.
- School of Medicine, Guangdong Provincial People's Hospital, South China University of Technology, Guangzhou, China.
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Patel SR, Suero-Abreu GA, Ai A, Ramachandran MK, Meza K, Florez N. Inequity in care delivery in cardio-oncology: dissecting disparities in underrepresented populations. Front Oncol 2023; 13:1124447. [PMID: 37361603 PMCID: PMC10289233 DOI: 10.3389/fonc.2023.1124447] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 05/03/2023] [Indexed: 06/28/2023] Open
Abstract
It is well known that patients with cancer have a significantly higher cardiovascular mortality risk than the general population. Cardio-oncology has emerged to focus on these issues including risk reduction, detection, monitoring, and treatment of cardiovascular disease or complications in patients with cancer. The rapid advances in early detection and drug development in oncology, along with socioeconomic differences, racial inequities, lack of support, and barriers to accessing quality medical care, have created disparities in various marginalized populations. In this review, we will discuss the factors contributing to disparities in cardio-oncologic care in distinct populations, including Hispanic/Latinx, Black, Asian and Pacific Islander, indigenous populations, sex and gender minorities, and immigrants. Some factors that contribute to differences in outcomes in cardio-oncology include the prevalence of cancer screening rates, genetic cardiac/oncologic risk factors, cultural stressors, tobacco exposure rates, and physical inactivity. We will also discuss the barriers to cardio-oncologic care in these communities from the racial and socioeconomic context. Appropriate and timely cardiovascular and cancer care in minority groups is a critical component in addressing these disparities, and there need to be urgent efforts to address this widening gap.
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Affiliation(s)
- Shruti Rajesh Patel
- Department of Medicine, Division of Oncology, Stanford University and Stanford Cancer Institute, Stanford, CA, United States
| | | | - Angela Ai
- Olive View-University of California, Los Angeles Medical Center, Los Angeles, CA, United States
| | - Maya K. Ramachandran
- Department of Medicine, Division of Oncology, Stanford University and Stanford Cancer Institute, Stanford, CA, United States
| | - Kelly Meza
- Dana Farber Cancer Institute, Boston, MA, United States
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Batko-Szwaczka A, Francuz T, Kosowska A, Cogiel A, Dudzińska-Griszek J, Wilczyński K, Hornik B, Janusz-Jenczeń M, Włodarczyk I, Wnuk B, Szołtysek J, Durmała J, Dulawa J, Szewieczek J. Predictors of Adverse Outcomes in Healthy Aging Adults: Coronary Artery Disease, Lower Educational Status and Higher P-Selectin Levels. Clin Interv Aging 2022; 17:1173-1185. [PMID: 35957925 PMCID: PMC9362850 DOI: 10.2147/cia.s363881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 07/02/2022] [Indexed: 11/29/2022] Open
Abstract
Background Societal aging – as a global demographic phenomenon – shows no indication of abating. As a result, the problem of age-associated disability and related long-term care is emerging as a major public health challenge. It is important that methods for identifying older adults at risk of adverse outcomes are implemented early. Methods The study group consisted of 145 individuals, 44.1% women, who were randomized from community-dwelling 60–74-year-old adults. A comprehensive geriatric assessment was supplemented with Fried frailty phenotype evaluation and blood tests (including adhesion molecules, matrix metalloproteinases and neurotrophic factors). A follow-up by phone call was made for at least 3 years after the initial examination. Composite endpoint (CE) included falls, hospitalization, institutionalization and death. Results Mean study group age was 66.5 ± 4.1 years (\documentclass[12pt]{minimal}
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\end{document}) and mean number of diseases was 3.7 ± 2.2. Functional status of the subjects was good, as indicated by high Barthel Index scores of 99.1 ± 2.4, MMSE scores of 29.0 ±1.5 and no frailty case. During a three-year follow-up, 71 participants (49.0%) experienced any CE-events. The Wilcoxon-Gehan test indicates that a higher probability of three-year CE completion was associated with an age >65 years (P = 0.006), coronary artery disease (CAD) (P = 0.008), 6-Minute Walk Test <432 m (P = 0.034), serum glucose >120 mg/dL (P = 0.047), serum cortisol >10 μg/dL (P = 0.011), leptin ≥15 ng/mL (P = 0.018), P-selectin ≥23 ng/mL (P = 0.006) and GDNF ≥20 pg/mL (P = 0.004). CAD (OR = 3.64, 95% CI = 1.53−8.69, P = 0.004), educational status (OR = 0.87, 95% CI = 0.77−0.98, P = 0.022) and P-selectin levels (OR = 1.07, 95% CI = 1.02−1.13, P = 0.013) were independent measures predicting three-year CE occurrence in multivariate logistic regression analysis adjusted for clinical and functional measures, and blood tests. Conclusion Coronary artery disease, poorer lower educational status and higher P-selectin levels were predictive of adverse outcomes in the community-dwelling healthy-aging early-old adults during three-year follow-up.
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Affiliation(s)
- Agnieszka Batko-Szwaczka
- Department of Geriatrics, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
- Correspondence: Agnieszka Batko-Szwaczka, Department of Geriatrics, Faculty of Health Sciences in Katowice, Medical University of Silesia, Poniatowskiego 15, Katowice, 40-055, Poland, Tel +48323598239, Fax +48322059483, Email
| | - Tomasz Francuz
- Department of Biochemistry, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Agnieszka Kosowska
- Department of Biochemistry, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Anna Cogiel
- Department of Geriatrics, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Joanna Dudzińska-Griszek
- Department of Geriatrics, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Krzysztof Wilczyński
- Department of Geriatrics, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Beata Hornik
- Department of Internal Nursing, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Magdalena Janusz-Jenczeń
- Department of Internal Nursing, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Iwona Włodarczyk
- Department of Internal Nursing, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Bartosz Wnuk
- Department of Rehabilitation, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Joanna Szołtysek
- Department of Rehabilitation, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Jacek Durmała
- Department of Rehabilitation, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Jan Dulawa
- Department of Internal Medicine and Metabolic Diseases, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Jan Szewieczek
- Department of Geriatrics, Faculty of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
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Ahmadloo S, Ling KH, Fazli A, Larijani G, Ghodsian N, Mohammadi S, Amini N, Hosseinpour Sarmadi V, Ismail P. Signature pattern of gene expression and signaling pathway in premature diabetic patients uncover their correlation to early age coronary heart disease. Diabetol Metab Syndr 2022; 14:107. [PMID: 35906673 PMCID: PMC9336005 DOI: 10.1186/s13098-022-00878-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 07/21/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Coronary Heart Disease (CHD) is the leading cause of death in industrialized countries. There is currently no direct relation between CHD and type 2 diabetes mellitus (T2D), one of the major modifiable risk factors for CHD. This study was carried out for genes expression profiling of T2D associated genes to identify related biological processes/es and modulated signaling pathway/s of male subjects with CHD. METHOD the subjects were divided into four groups based on their disease, including control, type 2 diabetes mellitus (T2D), CHD, and CHD + T2D groups. The RNA was extracted from their blood, and RT2 Profiler™ PCR Array was utilized to determine gene profiling between groups. Finally, the PCR Array results were validated by using Q-RT-PCR in a more extensive and independent population. RESULT PCR Array results revealed that the T2D and T2D + CHD groups shared 11 genes significantly up-regulated in both groups. Further analysis showed that the mRNA levels of AKT2, IL12B, IL6, IRS1, IRS2, MAPK14, and NFKB1 increased. Consequently, the mRNA levels of AQP2, FOXP3, G6PD, and PIK3R1 declined in the T2D + CHD group compared to the T2D group. Furthermore, in silico analysis indicated 36 Gene Ontology terms and 59 signaling pathways were significantly enriched in both groups, which may be a culprit in susceptibility of diabetic patients to CHD development. CONCLUSION Finally, the results revealed six genes as a hub gene in altering various biological processes and signaling pathways. The expression trend of these identified genes might be used as potential markers and diagnostic tools for the early identification of the vulnerability of T2D patients to develop premature CHD.
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Affiliation(s)
- Salma Ahmadloo
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
- Vaccination Department, Pasteur Institute of Iran, Tehran, Iran
| | - King-Hwa Ling
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
- Genetics and Regenerative Medicine Research Center, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Ahmad Fazli
- Department of Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Ghazaleh Larijani
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Nooshin Ghodsian
- Department of Biomedical Engineering, University of British Columbia, Vancouver, Canada
| | - Sanaz Mohammadi
- Faculty of Biological Science and Technology, Shahid Beheshti University, Tehran, Iran
| | - Naser Amini
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- Institutes of Regenerative Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Vahid Hosseinpour Sarmadi
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran.
- Institutes of Regenerative Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran.
| | - Patimah Ismail
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
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