1
|
Zhou H, Zhu X, Zhang Y, Xu W, Li S. The incremental value of aspartate aminotransferase/alanine aminotransferase ratio combined with CURB-65 in predicting treatment outcomes in hospitalized adult community-acquired pneumonia patients with type 2 diabetes mellitus. BMC Pulm Med 2025; 25:26. [PMID: 39825277 PMCID: PMC11742778 DOI: 10.1186/s12890-025-03488-1] [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: 02/23/2024] [Accepted: 01/07/2025] [Indexed: 01/20/2025] Open
Abstract
BACKGROUND The features of community-acquired pneumonia (CAP) patients with type 2 diabetes mellitus (T2DM) differ from those without. This study aims to spot a routinely tested parameter with discriminative, predictive and prognostic value to enhance CURB-65's prognostic accuracy in CAP patients with T2DM. METHODS We retrospectively studied consecutive CAP patients from 2020 to 2021, comparing laboratory parameters between patients with and without T2DM. Receiver operating characteristic (ROC) curve analysis, univariate and multivariate logistic regression were used to identify key parameters. The area under the ROC curve (AUC), Fagan's nomogram, net reclassification improvement (NRI), and integrated discrimination improvement (IDI) evaluated the added predictive accuracy. RESULTS A total of 720 patients were included, comprising 180 diabetic CAP patients and 540 non-diabetic controls after matching for age, gender, and comorbidities through propensity score matching. In diabetic CAP patients, the aspartate aminotransferase/alanine aminotransferase (AST/ALT) ratio showed the highest AUC (0.676, 95% CI, 0.575-0.776) among laboratory parameters with different distributions between the groups. AST/ALT was also identified as an independent predictor of poor treatment outcome (OR = 3.672, 95% CI, 1.455-9.268, p = 0.006). Adding AST/ALT to CURB-65 slightly increased the AUC, but remarkably enhanced NRI and IDI (AUC, 0.756 vs. 0.782, p = 0.017; continuous NRI, 0.635, 95% CI, 0.304-0.966, p < 0.001; categorical NRI, 0.175, 95% CI, 0.044-0.307, p = 0.009; IDI, 0.043, 95% CI, 0.006-0.080, p = 0.021). An AST/ALT ratio of ≥ 1.625 conferred a 74% post-test probability of poor treatment outcome, while < 1.625 predicted 21%. AST/ALT also predicted outcomes for all the CAP patients enrolled (OR = 1.771, 95% CI, 1.231-2.549, p = 0.002). Predictive accuracy improved after incorporating AST/ALP into CURB-65 in these population (AUC, 0.615 vs. 0.645, p = 0.038; continuous NRI, 0.357, 95% CI, 0.196-0.517, p < 0.001; categorical NRI, 0.264, 95% CI, 0.151-0.376, p < 0.001; IDI, 0.019, 95% CI, 0.008-0.029, p < 0.001). CONCLUSIONS AST/ALT was identified as a discriminative, predictive and prognostic factor for CAP patients with T2DM. The integration of AST/ALT into CURB-65 enhanced outcome prediction for both diabetic and non-diabetic CAP patients.
Collapse
Affiliation(s)
- Huamei Zhou
- Department of Endocrinology, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China
| | - Xuelei Zhu
- Department of Endocrinology, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China
| | - Yi Zhang
- Department of Endocrinology, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China
| | - Wenjuan Xu
- Department of Respiratory and Critical Care Medicine, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China
| | - Shiqun Li
- Department of Public Health, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China.
| |
Collapse
|
2
|
Gadsby-Davis K, Garner N, Ergin BD, Dhatariya K, Hornberger M. The Impact of Comorbid Dementia and Diabetes Mellitus on Hospital Patients' Outcomes: A Systematic Review and Meta-analysis. Diabetes Ther 2025; 16:103-120. [PMID: 39607601 PMCID: PMC11759732 DOI: 10.1007/s13300-024-01672-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 11/11/2024] [Indexed: 11/29/2024] Open
Abstract
INTRODUCTION Previous reviews have demonstrated that dementia and diabetes mellitus, separately, can worsen the hospital outcomes of patients. Unfortunately, there are no systematic evaluations regarding the hospital outcomes of patients with dementia and diabetes mellitus as a comorbidity. Therefore, our review aimed to determine any differences in hospital length of stay, hospital mortality, and hospital readmission between patients with the comorbidity and patients without. METHODS Searches were conducted of Medline, CINHAL, EMBASE, PsychINFO, Web of Science and Google Scholar for original studies. All studies were quality assessed using the Joanna Briggs Institute critical appraisal tools. Where possible, studies were pooled in a meta-analysis to generate odds ratios (OR) with 95% confidence intervals (CI). RESULTS Sixteen studies were included in this review. When comparing patients with the comorbidity to patients with dementia, the difference in length of stay was inconclusive, and there was no difference in the odds of hospital mortality (OR = 0.98, 95% CI 0.91-1.06). However, patients with the comorbidity had increased odds of 30-day readmission compared to patients with dementia alone (OR = 1.20, 95% CI 1.14-1.26). When comparing patients with the comorbidity to patients with diabetes, those with the comorbidity had a longer length of stay and but no difference in the odds of hospital mortality (OR = 1.48, 95% CI 0.84-2.62). Additionally, those with the comorbidity may have worse readmission outcomes than those with diabetes alone. CONCLUSIONS Our findings suggest that patients with comorbid dementia and diabetes mellitus may have worse hospital outcomes. Therefore, we recommend further research to assess these patients' hospital outcomes to resolve the discrepancies found.
Collapse
Affiliation(s)
- Kieran Gadsby-Davis
- Norwich Medical School, University of East Anglia, Norwich Research Park, NR4 7TJ, UK
| | - Nikki Garner
- Norwich Medical School, University of East Anglia, Norwich Research Park, NR4 7TJ, UK
| | - Busra Donat Ergin
- Norwich Medical School, University of East Anglia, Norwich Research Park, NR4 7TJ, UK
| | - Ketan Dhatariya
- Norwich Medical School, University of East Anglia, Norwich Research Park, NR4 7TJ, UK
- Elsie Bertram Diabetes Centre, Norfolk and Norwich University Hospitals NHS Foundation Trust, Colney Lane, Norwich, UK
| | - Michael Hornberger
- Norwich Medical School, University of East Anglia, Norwich Research Park, NR4 7TJ, UK.
| |
Collapse
|
3
|
Yu XL, Zhou LY, Huang X, Li XY, Pan QQ, Wang MK, Yang JS. Urgent call for attention to diabetes-associated hospital infections. World J Diabetes 2024; 15:1683-1691. [PMID: 39192868 PMCID: PMC11346093 DOI: 10.4239/wjd.v15.i8.1683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/14/2024] [Accepted: 06/07/2024] [Indexed: 07/25/2024] Open
Abstract
In this editorial, we discuss the recent article by Zhao et al published in the World Journal of Diabetes, which highlights the importance of recognizing the risk indicators associated with diabetes mellitus (DM). Given the severe implications of healthcare-associated infections (HAIs) in hospitalized individuals- such as heightened mortality rates, prolonged hospitalizations, and increased costs- we focus on elucidating the connection between DM and nosocomial infections. Diabetic patients are susceptible to pathogenic bacterial invasion and subsequent infection, with some already harboring co-infections upon admission. Notably, DM is an important risk factor for nosocomial urinary tract infections and surgical site infections, which may indirectly affect the occurrence of nosocomial bloodstream infections, especially in patients with DM with poor glycemic control. Although evidence regarding the impact of DM on healthcare-associated pneumonias remains inconclusive, attention to this potential association is warranted. Hospitalized patients with DM should prioritize meticulous blood glucose management, adherence to standard operating procedures, hand hygiene pra-ctices, environmental disinfection, and rational use of drugs during hospitalization. Further studies are imperative to explore the main risk factors of HAIs in patients with DM, enabling the development of preventative measures and mitigating the occurrence of HAIs in these patients.
Collapse
Affiliation(s)
- Xue-Lu Yu
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Li-Yun Zhou
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Xiao Huang
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Xin-Yue Li
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Qing-Qing Pan
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Ming-Ke Wang
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Ji-Shun Yang
- Medical Care Center, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| |
Collapse
|
4
|
Ding HF, Li F, Xu YX, Wang F, Ding ZY. Changes in inflammatory markers and efficacy analysis of continuous subcutaneous insulin infusion in senior patients with type 2 diabetes mellitus hospitalized with community-acquired pneumonia: a randomized controlled trial. Eur Geriatr Med 2024; 15:519-525. [PMID: 38194052 DOI: 10.1007/s41999-023-00915-6] [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: 07/10/2023] [Accepted: 12/07/2023] [Indexed: 01/10/2024]
Abstract
OBJECTIVE The purpose of this study is to analyze the changes in inflammatory markers and efficacy in the treatment of senior patients with type 2 diabetes mellitus (T2DM) and community-acquired pneumonia with continuous subcutaneous insulin infusion (CSII). METHODS A total of 105 senior patients with T2DM and community-acquired pneumonia, were randomly divided into two groups, viz., treatment group and control group-52 patients in the treatment group were treated with CSII, and 53 patients in the control group with multiple daily insulin injections (MDI). The changes in fasting blood glucose, postprandial blood glucose, total number of white blood cells, neutrophils, percentage of neutrophils, lymphocytes, percentage of lymphocytes, C-reactive protein, serum amyloid A, procalcitonin, interleukin-6 indexes, and the improvement in clinical outcome between the two groups were compared on the 5th and the 10th day of treatment. RESULTS In the treatment group, there were 52 patients with an average age of (73.7 ± 8.5) years, which included 28 males and 24 females. In the control group, there were 53 patients, with 27 males and 26 females, with an average age of (74.8 ± 8.8) years. On the 5th and the 10th day of the treatment, the fasting blood glucose, postprandial blood glucose, total number of white blood cells, neutrophils, percentage of neutrophils, lymphocytes, percentage of lymphocytes, C-reactive protein, serum amyloid A, procalcitonin and interleukin-6 of the treatment group were better than that of the control group (P < 0.05). The use of CSII was associated with a higher probability of a prompt recovery (P < 0.05). CONCLUSION The administration of CSII in the treatment of senior patients with T2DM and community-acquired pneumonia can effectively control fasting and postprandial blood glucose, significantly reduce the levels of inflammatory markers, and improve infection treatment efficacy.
Collapse
Affiliation(s)
- Huan-Fa Ding
- Department of Endocrinology, Qingdao The Eighth People's Hospital, No.84 of Fengshan Road, Licang District, Qingdao, 266103, China.
| | - Fen Li
- Department of Nephrology, Qingdao The Eighth People's Hospital, Qingdao, 266103, China
| | - Yu-Xia Xu
- Department of Outpatient, Qingdao The Eighth People's Hospital, Qingdao, 266103, China
| | - Fang Wang
- Department of Endocrinology, Qingdao The Eighth People's Hospital, No.84 of Fengshan Road, Licang District, Qingdao, 266103, China
| | - Zhao-Yong Ding
- Department of Respiratory and Critical Care Medicine, Qingdao The Eighth People's Hospital, Qingdao, 266103, China
| |
Collapse
|
5
|
Zhao H, Zhao Y, Yan N, Wang Y, Li W, Zhao J, Xu Y, Tang H, Liu X. Metagenomic next-generation sequencing of bronchoalveolar lavage fluid in non-severe and severe pneumonia patients. J Microbiol Methods 2023; 215:106848. [PMID: 37871727 DOI: 10.1016/j.mimet.2023.106848] [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: 02/13/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 10/25/2023]
Abstract
Metagenomic next-generation sequencing (mNGS) is widely used as a more promising technology than conventional tests. However, its clinical utility in the context of bronchoalveolar lavage fluid (BALF) samples for discriminating between non-severe and severe pneumonia is not well established. Thus, this study aimed to investigate the diagnostic performance of mNGS on BALF samples from 100 individuals suspected of pneumonia, and compared it with conventional microbiological tests (CMT) of BALF samples and the final clinical diagnosis. Twenty-seven cases of non-severe pneumonia and 73 cases of severe pneumonia patients were finally clinically diagnosed. Among 100 cases, diagnostic performance of mNGS and culture showed a significant difference; 65 cases had the same sample types, of which 25 cases were diagnosed as positive by mNGS only (38.46%) and 1 was diagnosed as positive by culture only (1.54%). Moreover, 24 cases were diagnosed positive in both mNGS and culture (36.92%) and 15 cases tested negative in both mNGS and culture (23.08%). Among 35 cases, 28 out of 35 cases were diagnosed as positive by mNGS, while only 4 out of 35 cases were diagnosed as positive by the indirect immunofluorescence method (IIFT). In addition, the positive rate of mNGS was higher than that of culture in cases regardless of prior antibiotic exposure. Mixed pathogens were found to be significantly more prevalent in severe pneumonia patients than in non-severe pneumonia patients. Importantly, among 38 cases who were diagnosed solely by mNGS, 25 patients experienced an improved outcome after physicians changed the therapy according to the mNGS results. In conclusion, the results showed that mNGS of BALF represents a potentially effective tool for detection of mixed pathogens in severe pneumonia.
Collapse
Affiliation(s)
- Hongqin Zhao
- Department of Pulmonary and Critical Care Medicine, Heze Municipal Hospital, Heze 274000, Shandong Province, China
| | - Yanhong Zhao
- Department of Pulmonary and Critical Care Medicine, Heze Municipal Hospital, Heze 274000, Shandong Province, China
| | - Nana Yan
- Department of Pulmonary and Critical Care Medicine, Heze Municipal Hospital, Heze 274000, Shandong Province, China
| | - Yu Wang
- Department of Pulmonary and Critical Care Medicine, Heze Municipal Hospital, Heze 274000, Shandong Province, China
| | - Wushuang Li
- Shanghai Biotecan Pharmaceuticals Co., Ltd., 180 Zhangheng Road, Shanghai 201204, China; Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China
| | - Jiangman Zhao
- Shanghai Biotecan Pharmaceuticals Co., Ltd., 180 Zhangheng Road, Shanghai 201204, China; Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China
| | - Yue Xu
- Shanghai Biotecan Pharmaceuticals Co., Ltd., 180 Zhangheng Road, Shanghai 201204, China; Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China
| | - Hui Tang
- Shanghai Biotecan Pharmaceuticals Co., Ltd., 180 Zhangheng Road, Shanghai 201204, China; Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China; Department of Interventional and Vascular Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai 200092, China.
| | - Xunchao Liu
- Department of Pulmonary and Critical Care Medicine, Heze Municipal Hospital, Heze 274000, Shandong Province, China.
| |
Collapse
|
6
|
Tsoumani E, Carter JA, Salomonsson S, Stephens JM, Bencina G. Clinical, economic, and humanistic burden of community acquired pneumonia in Europe: a systematic literature review. Expert Rev Vaccines 2023; 22:876-884. [PMID: 37823894 DOI: 10.1080/14760584.2023.2261785] [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: 07/25/2023] [Accepted: 09/19/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Community-acquired pneumonia (CAP) is an infectious lung inflammation contracted outside the hospital. CAP is a leading cause of death among young children, elderly, and immunocompromised persons. Incidence can reach 14 cases/1,000 adults. Up to 50% of cases require inpatient hospitalization. Mortality is 0.7/1,000 cases or 4 million deaths per year. We sought to summarize multi-dimensional burden of CAP for selected European countries. METHODS We conducted a systematic literature review of literature published from 2011 to 2021 whereby we sought information pertaining to the epidemiologic, clinical, economic, and humanistic burden of CAP. Findings were summarized descriptively. RESULTS CAP incidence in Europe is variable, with the highest burden among those of advanced age and with chronic comorbidities. Etiology is primarily bacterial infection with Streptococcus pneumoniae being the most frequently implicated. Direct medical costs are primarily attributable to inpatient stay, which is exacerbated among high-risk populations. Higher mortality rates are associated with increasing age, the need for inpatient hospitalization, and antibiotic resistance. CONCLUSIONS A better understanding of CAP is needed, specifically the economic and quality of life burden on patients and caregivers. We recommend further assessments using population-level and real-world data employing consistent disease definitions.
Collapse
Affiliation(s)
- Eleana Tsoumani
- MSD- Center for Observational and Real-world Evidence, Alimos, Greece
| | | | - Stina Salomonsson
- MSD- Center for Observational and Real-world Evidence, Stockholm, Sweden
| | | | - Goran Bencina
- MSD- Center for Observational and Real-world Evidence, Madrid, Spain
| |
Collapse
|
7
|
Hales C, Burnet L, Coombs M, Collins AM, Ferreira DM. Obesity, leptin and host defence of Streptococcus pneumoniae: the case for more human research. Eur Respir Rev 2022; 31:31/165/220055. [PMID: 36002169 DOI: 10.1183/16000617.0055-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 07/05/2022] [Indexed: 11/05/2022] Open
Abstract
Pneumococcal pneumonia is the leading cause of community-acquired pneumonia. Obesity is a risk factor for pneumonia. Host factors play a critical role in susceptibility to pulmonary pathogens and outcome from pulmonary infections. Obesity impairs innate and adaptive immune responses, important in the host defence against pneumococcal disease. One area of emerging interest in understanding the complex relationship between obesity and pulmonary infections is the role of the hormone leptin. There is a substantive evidence base supporting the associations between obesity, leptin, pulmonary infections and host defence mechanisms. Despite this, there is a paucity of research that specifically focuses on Streptococcus pneumoniae (pneumococcal) infections, which are the leading cause of community-acquired pneumonia hospitalisations and mortality worldwide. Much of the evidence examining the role of leptin in relation to S. pneumoniae infections has used genetically mutated mice. The purpose of this mini review is to explore the role leptin plays in the host defence of S. pneumoniae in subjects with obesity and posit an argument for the need for more human research.
Collapse
Affiliation(s)
- Caz Hales
- School of Nursing Midwifery and Health Practice, Faculty of Health, Victoria University of Wellington, Wellington, New Zealand .,Dept of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Laura Burnet
- School of Nursing Midwifery and Health Practice, Faculty of Health, Victoria University of Wellington, Wellington, New Zealand
| | - Maureen Coombs
- School of Nursing Midwifery and Health Practice, Faculty of Health, Victoria University of Wellington, Wellington, New Zealand
| | - Andrea M Collins
- Dept of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.,Liverpool University Foundation Hospital Trusts, Liverpool, UK
| | - Daniela M Ferreira
- Dept of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.,Oxford Vaccine Group, Dept of Paediatrics, University of Oxford, Oxford, UK
| |
Collapse
|
8
|
Yang T, Mei Q, Fang X, Zhu S, Wang Y, Li W, Pan A. Clinical Value of Metagenomics Next-Generation Sequencing in Bronchoalveolar Lavage Fluid for Patients with Severe Hospital-Acquired Pneumonia: A Nested Case–Control Study. Infect Drug Resist 2022; 15:1505-1514. [PMID: 35411157 PMCID: PMC8994607 DOI: 10.2147/idr.s356662] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/29/2022] [Indexed: 12/26/2022] Open
Abstract
Background Metagenomics next-generation sequencing (mNGS) is more efficient in identifying pathogens responsible for pneumonia. However, whether these patients ultimately benefit from this improvement remains unknown. Methods In this retrospective, nested, case–control study, patients with severe hospital-acquired pneumonia (HAP) who had undergone mNGS of bronchoalveolar lavage fluid while in our intensive care unit from March 2017 to December 2020 (n = 33) were matched in a ratio of 1 to 2 (n = 66) by sex, age, comorbidities, immune status, Acute Physiology and Chronic Health Evaluation II score, severity of pulmonary infection, and use of extracorporeal life support with patients who had undergone conventional microbiological testing only. The primary outcome was 90-day mortality; secondary outcomes being length of intensive care unit stay, duration of mechanical ventilation support, 7-day and 28-day mortality, and efficacy of treatment of pulmonary infection. Results In the CMT group, 17 patients (25.8%) had negative results, whereas only one (3.0%) had negative results in the mNGS group (P < 0.001). After receipt of microbiology results, antibiotics were altered in 23/33 patients (70.0%) in the mNGS group, but in only 29/66 (43.9%) in the CMT group (P = 0.016). Pulmonary infection-related findings improved in 20/33 patients (60.6%) in the mNGS group in the subsequent 7 days, but in only 25/66 (37.9%) in the CMT group (P = 0.032). However, the 28-day (33.3% vs 31.2%, P = 1.0) and 90-day (48.5% vs 45.5%, P = 0.78) mortality rates did not differ significantly between the two groups. These findings were supported by Cox-regression and Kaplan–Meier survival curve analyses. Conclusion mNGS is helpful in the treatment of severe HAP but does not improve medium or long-term survival rates, especially in patients with severe comorbidities.
Collapse
Affiliation(s)
- Tianjun Yang
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
| | - Qing Mei
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
| | - Xiaowei Fang
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
| | - Shoujun Zhu
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
| | - Yinzhong Wang
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
| | - Wanli Li
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
| | - Aijun Pan
- Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui Province, 230001, People’s Republic of China
- Department of Intensive Care Unit, The Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui Province, 230001, People’s Republic of China
- Correspondence: Aijun Pan; Qing Mei, Department of Intensive Care Unit, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, No. 17, Lu Jiang Road, Hefei, Anhui Province, 230001, People’s Republic of China, Fax +86-551-62283114, Email ;
| |
Collapse
|
9
|
Huang D, He D, Gong L, Wang W, Yang L, Zhang Z, Shi Y, Liang Z. Clinical characteristics and risk factors associated with mortality in patients with severe community-acquired pneumonia and type 2 diabetes mellitus. Crit Care 2021; 25:419. [PMID: 34876193 PMCID: PMC8650350 DOI: 10.1186/s13054-021-03841-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 11/24/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The present study was performed to investigate the impacts of type 2 diabetes mellitus (T2DM) on severe community-acquired pneumonia (SCAP) and to develop a novel prediction model for mortality in SCAP patients with T2DM. METHODS This was a retrospective observational study conducted in consecutive adult patients with SCAP admitted to the intensive care unit (ICU) of West China Hospital, Sichuan University, China, between September 2011 and September 2019. The primary outcome was hospital mortality. A propensity score matching (PSM) analysis model with a 1:2 ratio was used for the comparisons of clinical characteristics and outcomes between T2DM and nondiabetic patients. The independent risk factors were identified via univariate and then multivariable logistic regression analysis and were then used to establish a nomogram. RESULTS In total, 1262 SCAP patients with T2DM and 2524 matched patients without T2DM were included after PSM. Patients with T2DM had longer ICU length of stay (LOS) (13 vs. 12 days, P = 0.016) and higher 14-day mortality (15% vs. 10.8%, P < 0.001), 30-day mortality (25.7% vs. 22.7%, P = 0.046), ICU mortality (30.8% vs. 26.5%, P = 0.005), and hospital mortality (35.2% vs. 31.0%, P = 0.009) than those without T2DM. In SCAP patients with T2DM, the independent risk factors for hospital mortality were increased numbers of comorbidities and diabetes-related complications; elevated C-reactive protein (CRP), neutrophil to lymphocyte ratio (NLR), brain natriuretic peptide (BNP) and blood lactate; as well as decreased blood pressure on admission. The nomogram had a C index of 0.907 (95% CI: 0.888, 0.927) in the training set and 0.873 (95% CI: 0.836, 0.911) in the testing set, which was superior to the pneumonia severity index (PSI, AUC: 0.809, 95% CI: 0.785, 0.833). The calibration curve and decision curve analysis (DCA) also demonstrated its accuracy and applicability. CONCLUSIONS SCAP patients with T2DM had worse clinical outcomes than nondiabetic patients. The nomogram has good predictive performance for hospital mortality and might be generally applied after more external validations.
Collapse
Affiliation(s)
- Dong Huang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China.,Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, NHC, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Dingxiu He
- Department of Emergency Medicine, The People's Hospital of Deyang, Deyang, Sichuan, China
| | - Linjing Gong
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China.,Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, NHC, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Wen Wang
- Chinese Evidence-Based Medicine Center and CREAT Group, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lei Yang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Zhongwei Zhang
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yujun Shi
- Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, NHC, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China.
| | - Zongan Liang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China.
| |
Collapse
|
10
|
Lopez-de-Andres A, Lopez-Herranz M, Hernandez-Barrera V, de-Miguel-Diez J, de-Miguel-Yanes JM, Carabantes-Alarcon D, Albaladejo-Vicente R, Villanueva-Orbaiz R, Jimenez-Garcia R. Sex Differences in Hospital-Acquired Pneumonia among Patients with Type 2 Diabetes Mellitus Patients: Retrospective Cohort Study using Hospital Discharge Data in Spain (2016-2019). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182312645. [PMID: 34886368 PMCID: PMC8656727 DOI: 10.3390/ijerph182312645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 11/26/2021] [Accepted: 11/29/2021] [Indexed: 11/27/2022]
Abstract
(1) Background: To analyze the incidence, clinical characteristics, use of procedures, and in-hospital outcomes in patients who developed pneumonia during their hospital admission according to sex and to the presence of type 2 diabetes mellitus (T2DM). (2) Methods: Retrospective cohort study using data from the Spanish National Hospital Discharge Database. Hospital-acquired pneumonia (HAP) was classed as non-ventilator HAP and ventilator-associated pneumonia (VAP). Separate analyses were performed for men and women with and without T2DM. Population subgroups were compared using propensity score matching. (3) Results: HAP was identified in 38,814 patients (24.07% with T2DM). The adjusted incidence of HAP was higher in patients with T2DM (both sexes) (IRR 1.28; 95% CI 1.25–1.31). The incidence of HAP was higher in men with T2DM than in women with T2DM (adjusted-IR 1.47; 95% CI 1.41–1.53). The incidence of HAP among T2DM patients increased over time. In-hospital mortality (IHM) was around 28% irrespective of T2DM status and sex. After adjusting for confounders and sex, VAP was associated to higher IHM among patients with T2DM (OR 2.09; 95% CI 1.7–2.57). (4) Conclusions: T2DM is associated with a higher risk of HAP, whose incidence increased over time. Men with T2DM have an almost 50% higher risk of HAP than women with T2DM. The probability of dying in the hospital was not associated with sex or T2DM.
Collapse
Affiliation(s)
- Ana Lopez-de-Andres
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (R.A.-V.); (R.V.-O.); (R.J.-G.)
| | - Marta Lopez-Herranz
- Physiotherapy and Podology Nursing Department, Faculty of Nursing, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Correspondence:
| | - Valentin Hernandez-Barrera
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, 28922 Madrid, Spain;
| | - Javier de-Miguel-Diez
- Respiratory Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Universidad Complutense de Madrid, 28040 Madrid, Spain;
| | - Jose M. de-Miguel-Yanes
- Internal Medicine Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Universidad Complutense de Madrid, 28040 Madrid, Spain;
| | - David Carabantes-Alarcon
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (R.A.-V.); (R.V.-O.); (R.J.-G.)
| | - Romana Albaladejo-Vicente
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (R.A.-V.); (R.V.-O.); (R.J.-G.)
| | - Rosa Villanueva-Orbaiz
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (R.A.-V.); (R.V.-O.); (R.J.-G.)
| | - Rodrigo Jimenez-Garcia
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (R.A.-V.); (R.V.-O.); (R.J.-G.)
| |
Collapse
|
11
|
Lopez-de-Andres A, Jimenez-Garcia R, Hernandez-Barrera V, de Miguel-Diez J, de Miguel-Yanes JM, Carabantes-Alarcon D, Zamorano-Leon JJ, Sanz-Rojo S, Lopez-Herranz M. Sex-Related Disparities in the Incidence and Outcomes of Community-Acquired Pneumonia among Type 2 Diabetes Patients: A Propensity Score-Matching Analysis Using the Spanish National Hospital Discharge Database for the Period 2016-2019. J Clin Med 2021; 10:3975. [PMID: 34501421 PMCID: PMC8432254 DOI: 10.3390/jcm10173975] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 12/19/2022] Open
Abstract
(1) Background: To analyze incidence, clinical characteristics, procedures, and in-hospital outcomes among patients hospitalized with community-acquired pneumonia (CAP) according to the presence of T2DM in Spain (2016-2019) and to assess the role of gender among those with T2DM. (2) Methods: Using the Spanish National Hospital Discharge Database, we estimated hospitalized CAP incidence. Propensity score matching was used to compare population subgroups. (3) Results: CAP was coded in 520,723 patients, of whom 140,410 (26.96%) had T2DM. The hospitalized CAP incidence was higher in patients with T2DM (both sexes) (IRR 4.25; 95% CI 4.23-4.28). The hospitalized CAP incidence was higher in men with T2DM than in women with T2DM (IRR 1.46; 95% CI 1.45-1.47). The hospitalized CAP incidence among T2DM patients increased over time; however, the in-hospital mortality (IHM) decreased between 2016 and 2019. IHM was higher among non-T2DM men and women than matched T2DM men and women (14.23% and 14.22% vs. 12.13% and 12.91%; all p < 0.001, respectively), After adjusting for confounders, men with T2DM had a 6% higher mortality risk than women (OR 1.06; 95% CI 1.02-1.1). (4) Conclusions: T2DM is associated with a higher hospitalized CAP incidence and is increasing overtime. Patients hospitalized with CAP and T2DM have lower IHM. Male sex is a significant risk factor for mortality after CAP among T2DM patients.
Collapse
Affiliation(s)
- Ana Lopez-de-Andres
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (J.J.Z.-L.); (S.S.-R.)
| | - Rodrigo Jimenez-Garcia
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (J.J.Z.-L.); (S.S.-R.)
| | - Valentin Hernandez-Barrera
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Alcorcón, 28922 Madrid, Spain;
| | - Javier de Miguel-Diez
- Respiratory Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Universidad Complutense de Madrid, 28040 Madrid, Spain;
| | - Jose M. de Miguel-Yanes
- Internal Medicine Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Universidad Complutense de Madrid, 28040 Madrid, Spain;
| | - David Carabantes-Alarcon
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (J.J.Z.-L.); (S.S.-R.)
| | - Jose J. Zamorano-Leon
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (J.J.Z.-L.); (S.S.-R.)
| | - Sara Sanz-Rojo
- Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.L.-d.-A.); (D.C.-A.); (J.J.Z.-L.); (S.S.-R.)
| | - Marta Lopez-Herranz
- Nursing Department, Faculty of Nursing, Physiotherapy and Podology, Universidad Complutense de Madrid, 28040 Madrid, Spain;
| |
Collapse
|
12
|
Yang X, Xing Y, Xia K, Zhao W. Relationships between peripheral reactive hyperemia index with coronary plaque burden and prognosis in patients with unstable angina pectoris complicated with type 2 diabetes mellitus. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:655. [PMID: 33987353 PMCID: PMC8106013 DOI: 10.21037/atm-21-657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background Coronary plaque burden (CPB) is an important prognostic factor in patients with unstable angina pectoris (UAP). Our current study aims to investigate the relationships between peripheral reactive hyperemia index (RHI) with CPB and prognosis in patients with UAP complicated with type 2 diabetes mellitus (T2DM). Methods The clinical data of 187 UAP-T2DM patients who were treated in our center from June 2017 to January 2019 were retrospectively collected. RHI, CPB, and other clinical features were measured. The patients were followed up for 18 months and then divided into an adverse cardiovascular event (ACE) group (n=71, with ACEs) and a control group (n=116, without ACEs). The differences in RHI, CPB, and other clinical features between these two groups were compared, and the potential correlation between RHI and CPB was analyzed. Results Compared with the control group, the ACE group had significantly lower RHI (1.21±0.32 vs. 1.59±0.35, P=0.000) and left ventricular ejection fraction (LVEF) (42.92%±7.78% vs. 48.90%±6.76%, P=0.000) and a significantly higher left ventricular myocardial mass index (2.67±0.87 vs. 2.27±0.49 mg/g, P=0.000), carotid intima-media thickness (1.65±0.34 vs. 1.51±0.32 mm, P=0.000), number of coronary plaques (3.98±0.53 vs. 3.32±0.38, P=0.000), non-calcified plaque volume (32.89±12.56 vs. 22.58±9.97 mm3, P=0.000), calcified plaque volume (4.89±1.29 vs. 3.88±1.05 mm3, P=0.000), non-calcified plaque burden (5.70%±1.60% vs. 3.18%±1.08%, P=0.000), and calcified plaque burden (0.90%±0.22% vs. 0.65%±0.19%, P=0.000). Pearson linear correlation analysis showed that peripheral RHI was negatively correlated with plaque number, non-calcified plaque volume, calcified plaque volume, non-calcified plaque burden, and calcified plaque burden in patients with UAP complicated with T2DM (all P<0.05). Conclusions Decreased peripheral RHI is associated with ACEs and CPB in patients with UAP complicated with T2DM.
Collapse
Affiliation(s)
- Xiyan Yang
- Heart Center, Beijing Chaoyang Hospital, Capital Medical University & Beijing Key Laboratory of Hypertension, Beijing, China
| | - Yu Xing
- Heart Center, Beijing Chaoyang Hospital, Capital Medical University & Beijing Key Laboratory of Hypertension, Beijing, China
| | - Kun Xia
- Heart Center, Beijing Chaoyang Hospital, Capital Medical University & Beijing Key Laboratory of Hypertension, Beijing, China
| | - Wenshu Zhao
- Heart Center, Beijing Chaoyang Hospital, Capital Medical University & Beijing Key Laboratory of Hypertension, Beijing, China
| |
Collapse
|