1
|
Cicek V, Orhan AL, Saylik F, Sharma V, Tur Y, Erdem A, Babaoglu M, Ayten O, Taslicukur S, Oz A, Uzun M, Keser N, Hayiroglu MI, Cinar T, Bagci U. Predicting Short-Term Mortality in Patients With Acute Pulmonary Embolism With Deep Learning. Circ J 2025; 89:602-611. [PMID: 39617426 DOI: 10.1253/circj.cj-24-0630] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/01/2025]
Abstract
BACKGROUND Accurate prediction of short-term mortality in patients with acute pulmonary embolism (PE) is critical for optimizing treatment strategies and improving patient outcomes. The Pulmonary Embolism Severity Index (PESI) is the current reference score used for this purpose, but it has limitations regarding predictive accuracy. Our aim was to develop a new short-term mortality prediction model for PE patients based on deep learning (DL) with multimodal data, including imaging and clinical/demographic data. METHODS AND RESULTS We developed a novel multimodal deep learning (mmDL) model using contrast-enhanced multidetector computed tomography scans combined with clinical and demographic data to predict short-term mortality in patients with acute PE. We benchmarked various machine learning architectures, including XGBoost, convolutional neural networks (CNNs), and Transformers. Our cohort included 207 acute PE patients, of whom 53 died during their hospital stay. The mmDL model achieved an area under the receiver operating characteristic curve (AUC) of 0.98 (P<0.001), significantly outperforming the PESI score, which had an AUC of 0.86 (P<0.001). Statistical analysis confirmed that the mmDL model was superior to PESI in predicting short-term mortality (P<0.001). CONCLUSIONS Our proposed mmDL model predicts short-term mortality in patients with acute PE with high accuracy and significantly outperforms the current standard PESI score.
Collapse
Affiliation(s)
- Vedat Cicek
- Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University
| | - Ahmet Lutfullah Orhan
- Sultan II Abdülhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University
| | - Faysal Saylik
- Van Training and Research Hospital, Department of Cardiology, Health Sciences University
| | - Vanshali Sharma
- Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University
| | - Yalcin Tur
- Department of Computer Science, Stanford University
| | - Almina Erdem
- Sultan II Abdülhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University
| | - Mert Babaoglu
- Sultan II Abdülhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University
| | - Omer Ayten
- Sultan II Abdülhamid Han Training and Research Hospital, Department of Pulmonary Medicine, Health Sciences University
| | - Solen Taslicukur
- Department of Cardiology, Istanbul Education and Research Hospital
| | - Ahmet Oz
- Department of Cardiology, Istanbul Education and Research Hospital
| | - Mehmet Uzun
- Sultan II Abdülhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University
| | - Nurgul Keser
- Sultan II Abdülhamid Han Training and Research Hospital, Department of Cardiology, Health Sciences University
| | - Mert Ilker Hayiroglu
- Department of Cardiology, Dr. Siyami Ersek Cardiovascular and Thoracic Surgery Research and Training Hospital
| | - Tufan Cinar
- Department of Medicine, University of Maryland
| | - Ulas Bagci
- Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University
| |
Collapse
|
2
|
Ballas C, Sfairopoulos D, Samara I, Lakkas L, Kardakari O, Konstantinidis A, Naka KK, Michalis LK, Katsouras CS. Pulmonary Embolism in the Elderly: From Symptoms to Speckle Tracking Echocardiography. J Cardiovasc Dev Dis 2024; 12:15. [PMID: 39852293 PMCID: PMC11765710 DOI: 10.3390/jcdd12010015] [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: 11/15/2024] [Accepted: 12/30/2024] [Indexed: 01/26/2025] Open
Abstract
(1) Background: There are little data about the differences in clinical and echocardiographic characteristics between elderly (aged ≥ 65 years) and younger patients with acute pulmonary embolism (PE). (2) Methods: Consecutive patients diagnosed with PE in a tertiary hospital were identified. Clinical characteristics, biomarkers and transthoracic echocardiography indices including right ventricular free wall longitudinal strain (RV-FWLS) were recorded. (3) Results: Of 200 patients enrolled, 19 patients had high-risk PE and were excluded from the study. Compared to younger patients, elderly patients with PE had less frequently pain and typical symptoms and more often were hospitalized due to another reason before the PE diagnosis. The elderly had higher values of D-dimer, high-sensitivity troponin I and brain natriuretic peptide (BNP). Echocardiographic differences were noted and the elderly had lower values of pulmonary vascular acceleration time, RV E/A ratio and lower tricuspid annular plane systolic excursion/pulmonary artery systolic pressure ratio. The RV-FWLS index did not show a statistically significant difference in distribution between age groups ≥ 65 and <65 years old. The RV diameter was similar across all age groups. (4) Conclusions: The elderly have differences compared with younger patients with PE regarding the mode of presentation, the values of biomarkers like D-dimer, BNP and troponins and some echocardiographic indices of RV affection.
Collapse
Affiliation(s)
- Christos Ballas
- Department of Cardiac Surgery, University Hospital of Ioannina, 455 00 Ioannina, Greece;
| | - Dimitrios Sfairopoulos
- First Department of Cardiology, University Hospital of Ioannina, 455 00 Ioannina, Greece;
| | - Ioanna Samara
- Service de Cardiologie, Hôpitaux du Pays du Mont Blanc, 747 00 Sallanches, France;
| | - Lampros Lakkas
- Department of Physiology, Faculty of Medicine, University of Ioannina, 451 10 Ioannina, Greece;
| | - Olga Kardakari
- Second Department of Cardiology, University Hospital of Ioannina, 455 00 Ioannina, Greece; (O.K.); (K.K.N.); (L.K.M.)
| | - Athanasios Konstantinidis
- Respiratory Department, University Hospital of Ioannina, Respiratory Medicine, 455 00 Ioannina, Greece;
| | - Katerina K. Naka
- Second Department of Cardiology, University Hospital of Ioannina, 455 00 Ioannina, Greece; (O.K.); (K.K.N.); (L.K.M.)
| | - Lampros K. Michalis
- Second Department of Cardiology, University Hospital of Ioannina, 455 00 Ioannina, Greece; (O.K.); (K.K.N.); (L.K.M.)
| | - Christos S. Katsouras
- First Department of Cardiology, University Hospital of Ioannina, 455 00 Ioannina, Greece;
- Faculty of Medicine, School of Health Sciences, University of Ioannina, 451 10 Ioannina, Greece
| |
Collapse
|
3
|
Beotra E, Ngian VJJ, Tran F, Hsu K, O’Rourke F, Ong BS. Management and Outcomes of Pulmonary Embolism in the Oldest-Old. Int J Gen Med 2024; 17:4485-4491. [PMID: 39372133 PMCID: PMC11456274 DOI: 10.2147/ijgm.s475403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 09/10/2024] [Indexed: 10/08/2024] Open
Abstract
Background Treatment for pulmonary embolism has expanded to include Direct Oral Anticoagulants (DOACs). The incidence of pulmonary-embolism (PE) in "oldest-old" age group (≥85 years) is rapidly increasing, but there is limited research on its management and clinical outcomes. Aim To examine the differences in management and outcomes in those aged ≥85 years compared to other age groups. Methods We performed a retrospective cohort-study of 373 consecutive patients with pulmonary embolism confirmed on imaging by Computed Tomography Pulmonary Angiogram (CTPA) or Ventilation Perfusion (VQ) Scan at a principal referral hospital in Sydney, Australia. Data collected include clinical and demographic data, Charlson comorbidity index, treatment type and outcomes including complications, recurrent venous thromboembolism, and mortality. Results Across the age groups, DOACS were prescribed to 53.4% (n=199) of patients. In oldest-old patients with PE, LMWH bridging to warfarin was the most frequently prescribed treatment, used in 46.2% (n=18, 95% CI: 30.8%-61.5%, p=0.003) of these patients. The mortality rate for patients on LMWH was 13.9% (n=5, 95% CI: 4.2%-37.5%, p=0.553). Overall, major bleeding incidents were rare, occurring in just 1.7% (n=4, 95% CI: 0.4%-3.3%) of patients, with no significant differences in outcomes across age groups. Conclusion DOACs are increasingly used as the treatment modality of choice in atrial fibrillation but are less well studied in pulmonary embolism, particularly in oldest-old patients. We found that the safety and efficacy profile of DOACs in pulmonary embolism treatment is similar across the age groups. Our study does not support any change in treatment protocols of PE in the oldest old, but further studies are required to confirm our findings.
Collapse
Affiliation(s)
- Eishan Beotra
- South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Vincent J J Ngian
- South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
- Department of Ambulatory Medicine and Medical Assessment Unit, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
- Department of Aged Care, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
| | - Fiona Tran
- South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
- Department of Ambulatory Medicine and Medical Assessment Unit, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
- Department of Aged Care, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
| | - Kelvin Hsu
- South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
- Department of Respiratory Medicine, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
| | - Fintan O’Rourke
- South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
- Department of Aged Care, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
| | - Bin S Ong
- South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
- Department of Ambulatory Medicine and Medical Assessment Unit, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
- Department of Aged Care, Bankstown-Lidcombe Hospital, South Western Sydney Local Health District, Sydney, NSW, Australia
| |
Collapse
|
4
|
Zhou X, Yang Y, Zhai Z, Wang D, Lei J, Xu X, Ji Y, Yi Q, Chen H, Hu X, Liu Z, Mao Y, Zhang J, Shi J, Zhang Z, Wu S, Gao Q, Tao X, Xie W, Wan J, Zhang Y, Zhang S, Zhen K, Zhang Z, Fang B, Wang C. Clinical characteristics and mortality predictors among very old patients with pulmonary thromboembolism: a multicenter study report. BMC Pulm Med 2024; 24:26. [PMID: 38200493 PMCID: PMC10782748 DOI: 10.1186/s12890-023-02824-7] [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: 10/15/2023] [Accepted: 12/20/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Clinical characteristics of patients with pulmonary thromboembolism have been described in previous studies. Although very old patients with pulmonary thromboembolism are a special group based on comorbidities and age, they do not receive special attention. OBJECTIVE This study aims to explore the clinical characteristics and mortality predictors among very old patients with pulmonary thromboembolism in a relatively large population. DESIGN AND PARTICIPANTS The study included a total of 7438 patients from a national, multicenter, registry study, the China pUlmonary thromboembolism REgistry Study (CURES). Consecutive patients with acute pulmonary thromboembolism were enrolled and were divided into three groups. Comparisons were performed between these three groups in terms of clinical characteristics, comorbidities and in-hospital prognosis. Mortality predictors were analyzed in very old patients with pulmonary embolism. KEY RESULTS In 7,438 patients with acute pulmonary thromboembolism, 609 patients aged equal to or greater than 80 years (male 354 (58.1%)). There were 2743 patients aged between 65 and 79 years (male 1313 (48%)) and 4095 patients aged younger than 65 years (male 2272 (55.5%)). Patients with advanced age had significantly more comorbidities and worse condition, however, some predisposing factors were more obvious in younger patients with pulmonary thromboembolism. PaO2 < 60 mmHg, eGFR < 60 mL/min/1.73m2, malignancy, anticoagulation as first therapy were mortality predictors for all-cause death in very old patients with pulmonary thromboembolism. The analysis found that younger patients were more likely to have chest pain, hemoptysis (the difference was statistically significant) and dyspnea triad. CONCLUSION In very old population diagnosed with pulmonary thromboembolism, worse laboratory results, atypical symptoms and physical signs were common. Mortality was very high and comorbid conditions were their features compared to younger patients. PaO2 < 60 mmHg, eGFR < 60 mL/min/1.73m2 and malignancy were positive mortality predictors for all-cause death in very old patients with pulmonary thromboembolism while anticoagulation as first therapy was negative mortality predictors.
Collapse
Affiliation(s)
- Xia Zhou
- Shijingshan Teaching Hospital of Capital Medical University, Shijingshan Hospital, Capital Medical University, BeijingBeijing, China
| | - Yuanhua Yang
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
| | - Zhenguo Zhai
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China.
| | - Dingyi Wang
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Jieping Lei
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Xiaomao Xu
- Department of Pulmonary and Critical Care Medicine, Beijing Hospital, Beijing, China
| | - Yingqun Ji
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Qun Yi
- Department of Pulmonary and Critical Care Medicine, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Hong Chen
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaoyun Hu
- Department of Pulmonary and Critical Care Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zhihong Liu
- Fuwai Hospital, Chinese Academy of Medical Science, National Center for Cardiovascular Diseases, Beijing, China
| | - Yimin Mao
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, China
| | - Jie Zhang
- Department of Pulmonary and Critical Care Medicine, The Second Hospital of Jilin University, Changchun, China
| | - Juhong Shi
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Zhu Zhang
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
- Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Sinan Wu
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Qian Gao
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Xincao Tao
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Wanmu Xie
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Jun Wan
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Data and Project Management Unit, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Yunxia Zhang
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
| | - Shuai Zhang
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
| | - Kaiyuan Zhen
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Peking University China-Japan Friendship School of Clinical Medicine, Beijing, China
| | - Zhonghe Zhang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Baomin Fang
- Department of Pulmonary and Critical Care Medicine, Beijing Hospital, Beijing, China
| | - Chen Wang
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, Chinese Academy of Medical Sciences, China-Japan Friendship Hospital, No.2 East Yinghua Road, Beijing, 100029, China
- Chinese Academy of Medical Sciences and Peking Union Medical College, Peking Union Medical College, Beijing, China
- Department of Respiratory Medicine, Capital Medical University, Beijing, China
| |
Collapse
|
5
|
Alalawneh M, Rachid O, Abdallah I, Mahfouz A, Elewa H, Danjuma MIM, Mohamed AE, Awaisu A. Trends in prescribing and outcomes in obese versus non-obese patients receiving rivaroxaban therapy: an observational study using real-world data. Eur J Clin Pharmacol 2023; 79:1675-1685. [PMID: 37816816 PMCID: PMC10663176 DOI: 10.1007/s00228-023-03572-7] [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: 06/17/2023] [Accepted: 09/17/2023] [Indexed: 10/12/2023]
Abstract
PURPOSE To investigate real-world prescribing trends and clinical outcomes based on body mass index (BMI) categorization in patients who received rivaroxaban therapy. METHODS This was a retrospective cohort study involving all patients who received rivaroxaban therapy across all Hamad Medical Corporation (HMC) hospitals from 2015 to 2020. RESULTS The number of patients initiated on rivaroxaban therapy significantly increased from 152 (3.3%) in 2015 to 1342 (28.9%) in 2020 (p <0.001). Within BMI categories, a similar increasing trend was observed in underweight, normal, and overweight patients, while from 2018 to 2020, there was a decreasing trend in rivaroxaban prescribing in all obese classes. The prevalence rate of all-cause mortality differed significantly between the BMI groups, with the highest mortality being among morbidly obese patients (BMI ≥ 40 kg/m2) (p< 0.001). On the other hand, no significant differences were found between the BMI groups in terms of bleeding, pulmonary embolism, deep vein thrombosis and stroke incidences. Multivariate logistic regression analyses showed that the likelihood of all-cause mortality was significantly higher in overweight and all categories of obese patients compared to underweight patients: overweight (OR: 5.3, 95% CI: 2.3-11.9, p< 0.001); obese class 1 (OR: 5.4, 95% CI: 2.3 - 12.2, p< 0.001); obese class 2 (OR: 6.5, 95% CI: 2.7 - 15.6, p< 0.001); and obese class 3 (OR: 3.7, 95% CI: 1.6 - 8.7, p = 0.003). CONCLUSIONS Rivaroxaban prescribing has significantly increased over the years across general population, with a noticeable decline in obese population during the last few years (from 2018 onwards). Furthermore, an appreciable association was evident between all-cause mortality and BMI of these patients.
Collapse
Affiliation(s)
- Majdoleen Alalawneh
- College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Ousama Rachid
- College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Ibtihal Abdallah
- Clinical Pharmacy Services, Hamad General Hospital, Hamad Medical Corporation, P.O. Box 3050, Doha, Qatar
| | - Ahmed Mahfouz
- Pharmacy Department, Heart Hospital, Hamad Medical Corporation, P.O. Box 3050, Doha, Qatar
| | - Hazem Elewa
- College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Mohammed Ibn-Mas'ud Danjuma
- Department of Internal Medicine, Hamad General Hospital, Hamad Medical Corporation, P.O. Box 3050, Doha, Qatar
- College of Medicine, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Asmaa Ezzeldin Mohamed
- Clinical Pharmacy Services, Hamad General Hospital, Hamad Medical Corporation, P.O. Box 3050, Doha, Qatar
| | - Ahmed Awaisu
- College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.
| |
Collapse
|
6
|
Arrington-Sanders R, Connell NT, Coon D, Dowshen N, Goldman AL, Goldstein Z, Grimstad F, Javier NM, Kim E, Murphy M, Poteat T, Radix A, Schwartz A, St Amand C, Streed CG, Tangpricha V, Toribio M, Goldstein RH. Assessing and Addressing the Risk of Venous Thromboembolism Across the Spectrum of Gender Affirming Care: A Review. Endocr Pract 2023; 29:272-278. [PMID: 36539066 PMCID: PMC10081942 DOI: 10.1016/j.eprac.2022.12.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 12/01/2022] [Accepted: 12/10/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE Accumulating evidence demonstrates that gender affirming hormone therapy (GAHT) improves mental health outcomes in transgender persons. Data specific to the risks associated with GAHT for transgender persons continue to emerge, allowing for improvements in understanding, predicting, and mitigating adverse outcomes while informing discussion about desired effects. Of particular concern is the risk of venous thromboembolism (VTE) in the context of both longitudinal GAHT and the perioperative setting. Combining what is known about the risk of VTE in cisgender individuals on hormone therapy (HT) with the evidence for transgender persons receiving HT allows for an informed approach to assess underlying risk and improve care in the transgender community. OBSERVATIONS Hormone formulation, dosing, route, and duration of therapy can impact thromboembolic risk, with transdermal estrogen formulations having the lowest risk. There are no existing risk scores for VTE that consider HT as a possible risk factor. Risk assessment for recurrent VTE and bleeding tendencies using current scores may be helpful when assessing individual risk. Gender affirming surgeries present unique perioperative concerns, and certain procedures include a high likelihood that patients will be on exogenous estrogens at the time of surgery, potentially increasing thromboembolic risk. CONCLUSIONS AND RELEVANCE Withholding GAHT due to potential adverse events may cause negative impacts for individual patients. Providers should be knowledgeable about the management of HT in transgender individuals of all ages, as well as in the perioperative setting, to avoid periods in which transgender individuals are off GAHT. Treatment decisions for both anticoagulation and HT should be individualized and tailored to patients' overall goals and desired outcomes, given that the physical and mental health benefits of gender affirming care may outweigh the risk of VTE.
Collapse
Affiliation(s)
- Renata Arrington-Sanders
- Division of Adolescent and Young Adult Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Nathan T Connell
- Division of Hematology, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Devin Coon
- Division of Plastic Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Departments of Plastic Surgery and Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nadia Dowshen
- Craig-Dalsimer Division of Adolescent Medicine, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Anna L Goldman
- Division of Endocrinology, Diabetes, and Hypertension, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Zil Goldstein
- Callen-Lorde Community Health Center, New York, NY; City University of New York Graduate School of Public Health & Health Policy, New York, New York
| | - Frances Grimstad
- Division of Gynecology, Department of Surgery, Boston Children's Hospital, Boston, Massachusetts; Department of Obstetrics, Gynecology, and Reproductive Biology, Harvard Medical School, Boston, Massachusetts
| | - Noelle Marie Javier
- Associate Professor, Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ellie Kim
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Martina Murphy
- Division of Hematology/Oncology, University of Florida College of Medicine, Gainesville, Florida
| | - Tonia Poteat
- Associate Professor of Social Medicine, Center for Health Equity Research, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Asa Radix
- Callen-Lorde Community Health Center, New York, New York
| | - Aviva Schwartz
- North American Thrombosis Forum, Brookline, Massachusetts
| | - Colt St Amand
- Department of Psychology, University of Houston, Houston, Texas; Department of Family Medicine, Mayo Clinic, Rochester, Minnesota
| | - Carl G Streed
- Assistant Professor of Medicine, Section of General Internal Medicine, Boston University Chobanian & Avedisian School of Medicine Center for Transgender Medicine and Surgery, Boston Medical Center, Boston, Massachusetts
| | - Vin Tangpricha
- Division of Endocrinology, Metabolism & Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA and the Atlanta VA Medical Center, Decatur, Georgia
| | - Mabel Toribio
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Robert H Goldstein
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
| |
Collapse
|
7
|
Barp M, Carneiro VSM, Malaquias SG, Pagotto V. Temporal trend in venous thromboembolism hospitalization rates in Brazilian older adults, 2010-2020. J Thromb Thrombolysis 2023; 55:156-165. [PMID: 36335519 DOI: 10.1007/s11239-022-02724-3] [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] [Accepted: 10/19/2022] [Indexed: 11/08/2022]
Abstract
Aging is one of the main risk factors for venous thromboembolism (VTE). Changes in prevention, diagnosis, and treatment strategies for this condition in recent years require an analysis of its rates in health services. The objective of this study was to analyze a temporal trend of hospitalizations for VTE in Brazilian older adults. This ecological time series study used data from the Hospital Information System (HIS) on VTE hospitalizations from 2010 to 2020, selecting admissions with the main diagnosis of pulmonary thromboembolism (PTE) (I.26.0, I.26.9) and deep vein thrombosis (DVT) (I.80.0, I80.1, I80.2, I80.3, I80.8, I80.9). Hospitalization rates were calculated for each year and the Prais-Winsten. In Brazil, the trend of hospitalizations for VTE decreased, with an annual percentage change of - 40.71 (confidence interval [CI] - 50.46; - 29.04). DVT decreased, with an annual percentage change of - 43.14 (95% confidence interval [CI] - 51.36; - 33.54). All Brazilian regions showed a downward trend in hospitalizations for VTE and DVT, except for the Northeast region, which remained stable. Conversely, the trend of hospitalizations for PTE showed an upward in Brazil, with an annual percentage change of 4.33 (95% CI 1.26; 7.48). An upward trend was observed in hospitalizations for PTE in the Northeast region, and a stationary trend was observed in the other regions. The results showed a downward trend in hospitalization rates for DVT and an upward trend for PTE. The study indicates regional differences in rates and trends.
Collapse
Affiliation(s)
- Milara Barp
- Graduate Program in Nursing, Faculty of Nursing, Federal University of Goiás, Goiânia, Goiás, Brazil.
| | | | | | - Valéria Pagotto
- Faculty of Nursing, Federal University of Goiás, Goiânia, Goiás, Brazil
| |
Collapse
|
8
|
Li J, Chen H, Liu M, Lin Z, Ren X, Wang Y, Zou X, Gu Z. A risk prediction model for evaluating thrombosis extension of muscle calf venous thrombosis after craniotomy. Front Surg 2022; 9:992576. [PMID: 36311954 PMCID: PMC9614109 DOI: 10.3389/fsurg.2022.992576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/26/2022] [Indexed: 11/05/2022] Open
Abstract
Objective To explore the risk factors of muscle calf venous thrombosis (MCVT) after craniotomy and construct a risk prediction model, so as to provide tool for evaluating the prognosis of MCVT after craniotomy. Methods Retrospective analysis was performed on the data of patients undergoing craniotomy complicated with MCVT from January 1, 2018 to December 31, 2020. A prediction model was established by Logistic regression, and the predictive efficacy of the model was tested by ROC curve. The accuracy of the risk model was evaluated by Hosmer-Lemeshow (H-L) test, and the model was verified internally by cross validation. Results Among the 446 patients who underwent craniotomy complicated with MCVT, 112 cases (25.11%) had thrombosis extension. D-dimer, Capirini scores, length of hospital stay, malignant tumor, fracture, use of dehydrating agents and hemostatic agents were independently related to thrombosis extension after craniotomy. The area under ROC curve (AUROC) of the prediction model was 0.918 (0.888, 0.942), and the sensitivity and specificity of the maximum Youden index were 85.3% and 78.2%, respectively. H-L test showed that the prediction model was accurate (χ2 = 12.426, P = 0.133). The internal verification results of the prediction model showed that the AUROC value of the prediction model is 0.892. Conclusion The prediction model has a good prediction efficacy on the prognosis of post-craniotomy patients complicated with MCVT, and can be used as a tool to evaluate the risk of thrombosis extension.
Collapse
Affiliation(s)
- Juhua Li
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China,Correspondence: Zejuan Gu Juhua Li
| | - Huayu Chen
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Mei Liu
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zheng Lin
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xingzhen Ren
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ying Wang
- Department of Neurosurgery, Children's Hospital of Nanjing Medical University, Nanjing, China
| | - Xingchen Zou
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zejuan Gu
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China,Correspondence: Zejuan Gu Juhua Li
| |
Collapse
|
9
|
Shen J, Casie Chetty S, Shokouhi S, Maharjan J, Chuba Y, Calvert J, Mao Q. Massive external validation of a machine learning algorithm to predict pulmonary embolism in hospitalized patients. Thromb Res 2022; 216:14-21. [DOI: 10.1016/j.thromres.2022.05.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 05/26/2022] [Accepted: 05/30/2022] [Indexed: 10/18/2022]
|
10
|
Karny-Epstein N, Abuhasira R, Grossman A. Current use of D-dimer for the exclusion of venous thrombosis in hospitalized patients. Sci Rep 2022; 12:12376. [PMID: 35859105 PMCID: PMC9300739 DOI: 10.1038/s41598-022-16515-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 07/11/2022] [Indexed: 01/14/2023] Open
Abstract
D-dimer assay’s utility for excluding venous thromboembolism (VTE) in hospitalized patients is debatable. We aimed to assess the current use of D-dimer as a diagnostic tool for excluding VTE in hospitalized patients and examine a mandatory age-adjusted D-dimer (AADD) threshold for diagnostic imaging. Retrospective cohort study between 2014 to 2019 that included patients from medical and surgical wards with a positive AADD result drawn during their hospitalization. The outcomes were determining a D-dimer threshold requiring further evaluation and assessing the prognostic value of D-dimer in predicting clinically relevant VTE in hospitalized patients. The cohort included 354 patients, 56% of them underwent definitive diagnostic imaging, and 7.6% were diagnosed with VTE after a positive AADD within 90 days of follow-up. Mortality rates were higher in patients diagnosed with VTE (33.3% vs. 15.9%, p = 0.03). Patients with pneumonia and other infectious etiologies were less likely to be further evaluated by definitive imaging (p = 0.001). Patients with a respiratory complaint (p = 0.02), chest pain (p < 0.001), or leg swelling (p = 0.01) were more likely to undergo diagnostic imaging. Patients with D-dimer levels > X2 the AADD were at increased risk of VTE [OR 3.87 (1.45–10.27)]. At 90 days of follow-up, no excess mortality was observed for patients without diagnostic evaluation following elevated AADD. D-dimer may be used in hospitalized patients to exclude VTE using the traditional AADD thresholds, with a high negative predictive value. D-dimer levels > X2 the AADD usually mandates further diagnostic imaging, while lower levels, probably do not require additional workup, with a sensitivity of almost 80% and no excess mortality.
Collapse
Affiliation(s)
- Nitzan Karny-Epstein
- Internal Medicine B, Rabin Medical Center, Beilinson Campus, Jabotinsky 39 St., Petah-Tikva, Israel. .,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Ran Abuhasira
- Internal Medicine B, Rabin Medical Center, Beilinson Campus, Jabotinsky 39 St., Petah-Tikva, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Alon Grossman
- Internal Medicine B, Rabin Medical Center, Beilinson Campus, Jabotinsky 39 St., Petah-Tikva, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| |
Collapse
|
11
|
Risk factors of pulmonary embolism in the elderly patients: a retrospective study. Aging Clin Exp Res 2022; 34:1133-1137. [PMID: 35001332 DOI: 10.1007/s40520-021-02031-6] [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: 09/10/2021] [Accepted: 11/12/2021] [Indexed: 11/01/2022]
Abstract
AIM We aimed to summarize the clinical feature and risk factors of patients suffering from pulmonary embolism (PE) in the elderly patients, and explore the change in D-dimer after anti-coagulant therapy. METHODS A total of 426 patients with PE admitted from August 2012 to January 2019 in the Cangzhou Central Hospital were analyzed in this retrospective study. A comparison of clinical features and risk factors was conducted between the elderly group and non-elderly groups. Blood levels of D-dimer, C-reactive protein (CRP), tumor necrosis factor-α and interferon-γ were measured before and 3 days after anti-coagulant therapy in two groups. RESULTS The most important risk factor for the elderly patients was stroke, while for non-elderly patients was deep vein thrombosis (DVT). After anti-coagulant therapy, the decreasing level of D-dimer and CRP showed statistically significant differences between the two groups. Between the elderly and non-elderly groups, the main clinical manifestations were similar. The risk factors of elderly patients were chronic obstructive pulmonary disease, malignant tumor, DVT and stroke. After anti-coagulant therapy, the content of D-dimer was lower than 3 days ago. CONCLUSION Blood levels of D-dimer and CRP may be potent screening markers for PE especially among elderly patients.
Collapse
|
12
|
AKÇA HŞ, ÖZDEMİR S, ALGIN A, ALTUNOK İ. Comparison of geriatric pulmonary embolism severity index (G-PESI) with PESI and s-PESI in predicting prognosis and mortality. JOURNAL OF HEALTH SCIENCES AND MEDICINE 2022. [DOI: 10.32322/jhsm.1070588] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
|
13
|
Differences in clinical and echocardiographic variables and mortality predictors among older patients with pulmonary embolism. Aging Clin Exp Res 2021; 33:2223-2230. [PMID: 33999379 DOI: 10.1007/s40520-021-01882-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 05/03/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND An increase in short-term mortality can be found among older patients with hemodynamically stable acute pulmonary embolism (APE) who have signs of right ventricular (RV) dysfunction. AIMS This study was designed to assess whether any difference exists among clinical, laboratory, electrocardiography and echocardiography parameters between older and younger patients diagnosed with APE. METHODS The study sample included a total of 635 patients with confirmed APE who were divided into two groups of older (65 years and older) and younger (younger than 65 years) individuals. Comparisons were performed between these groups in terms of clinical, predisposing factors and laboratory, electrocardiographic and echocardiographic parameters. RESULTS Analyses of 295 (46.4%) older and 340 (53.6%) younger patients diagnosed with APE were performed. Female sex, Pulmonary Embolism Severity Index score and baseline creatinine levels were higher in the older group. Also, the frequency of atrial fibrillation, RV outflow tract parasternal long-axis proximal diameter, RV end-diastolic diameter (RV-EDD) basal (apical four-chamber) and RV systolic pressure were significantly greater in older patients with APE. A total of 30 (4.7%) deaths were observed during the in-hospital period [21 (7.1%) older vs 9 (2.6%) younger patients; p < 0.01]. In the multivariate logistic regression analysis, age, white blood cell count (WBC), left ventricular ejection fraction (LVEF), RV-EDD basal and tricuspid annular plane systolic excursion (TAPSE) of less than 16 mm were found to be independently associated with in-hospital mortality. CONCLUSION Older patients might experience greater rates of RV dilatation, RV dysfunction and atrial fibrillation during APE. In addition to age; elevated WBC, low LVEF, increased RV-EDD basal and TAPSE of less than 16 mm were independent predictors of mortality among study population.
Collapse
|
14
|
Panahi L, Udeani G, Horseman M, Weston J, Samuel N, Joseph M, Mora A, Bazan D. Review of Medical Therapies for the Management of Pulmonary Embolism. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:110. [PMID: 33530544 PMCID: PMC7912594 DOI: 10.3390/medicina57020110] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/11/2021] [Accepted: 01/13/2021] [Indexed: 12/12/2022]
Abstract
Traditionally, the management of patients with pulmonary embolism has been accomplished with anticoagulant treatment with parenteral heparins and oral vitamin K antagonists. Although the administration of heparins and oral vitamin K antagonists still plays a role in pulmonary embolism management, the use of these therapies are limited due to other options now available. This is due to their toxicity profile, clearance limitations, and many interactions with other medications and nutrients. The emergence of direct oral anticoagulation therapies has led to more options now being available to manage pulmonary embolism in inpatient and outpatient settings conveniently. These oral therapeutic options have opened up opportunities for safe and effective pulmonary embolism management, as more evidence and research is now available about reversal agents and monitoring parameters. The evolution of the pharmacological management of pulmonary embolism has provided us with better understanding regarding the selection of anticoagulants. There is also a better understanding and employment of anticoagulants in pulmonary embolism in special populations, such as patients with liver failure, renal failure, malignancy, and COVID-19.
Collapse
Affiliation(s)
- Ladan Panahi
- Department of Pharmacy Practice, Texas A&M Rangel College of Pharmacy, 1010 W Ave B, Kingsville, TX 78363, USA; (M.H.); (J.W.); (N.S.); (M.J.); (A.M.); (D.B.)
| | - George Udeani
- Department of Pharmacy Practice, Texas A&M Rangel College of Pharmacy, 1010 W Ave B, Kingsville, TX 78363, USA; (M.H.); (J.W.); (N.S.); (M.J.); (A.M.); (D.B.)
| | | | | | | | | | | | | |
Collapse
|
15
|
Polo Friz H, Orenti A, Brambilla M, Caleffi A, Pezzetti V, Cavalieri d'Oro L, Giannattasio C, Vighi G, Cimminiello C, Boracchi P. Short and long-term mortality in elderly patients with suspected not confirmed pulmonary embolism. Eur J Intern Med 2020; 73:36-42. [PMID: 31708362 DOI: 10.1016/j.ejim.2019.10.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 10/14/2019] [Accepted: 10/22/2019] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Most patients evaluated for suspected pulmonary embolism(PE) conclude the Emergency Department(ED) work-up with a diagnosis of PE not confirmed(PE excluded;PE-E). We aimed to investigate the clinical features, short and long-term mortality, and prognostic factors for death in elderly with PE-E, and to compare these figures with those of patients with PE confirmed(PE-C). METHODS Consecutive patients ≥65 years old evaluated in the ED for clinically suspected hemodynamically stable acute PE were included in this retrospective cohort study. RESULTS Study population: 657 patients with suspected PE, PE-C:162(24.65%). When compared with PE-C, patients with PE-E presented a higher prevalence of chronic cardiopulmonary disease (17.37% vs 8.02%, p = 0.003), a lower prevalence of pulse rate >110 (13.13% vs 25.93%; p<0.001), of arterial oxygen saturation <90% (16.16% vs. 25.93%; p = 0.007) and of hospitalized patients (52.93% vs 98.15%; p < 0.001). Thirty-day, 90-day, 1-year, 2-year and 5-year overall mortality was 8.83%, 15.98%, 23.59%, 29.68%, and 51.09%, respectively, differences between PE-E and PE-C non statistically significant. Among patients with PE-E, multivariate analysis showed that simplified Pulmonary Embolism Severity Index score>0 was associated with higher short and long-term mortality (30-day:HR:5.31,p = 0.029; 5 year:HR:2.18, p < 0.001), meanwhile comorbidity (Charlson Comorbidity Index>0) only with higher long-term mortality (30-day: HR:1.60, p = 0.342; 5 year: HR:1.41, p = 0.038). CONCLUSION In real world haemodinamically stable elderly patients evaluated in the ED for suspected PE, short and long-term mortality was markedly high regardless whether PE was confirmed or excluded. At the time to set management and follow up strategies, elderly patients with PE excluded should not be considered a low-risk population.
Collapse
Affiliation(s)
- Hernan Polo Friz
- Internal Medicine, Medical Department, Vimercate Hospital, ASST di Vimercate, Vimercate, Italy; Research and Study Center of the Italian Society of Angiology and Vascular Pathology (Società Italiana di Angiologia e Patologia Vascolare, SIAPAV), Milan, Italy.
| | - Annalisa Orenti
- Department of Clinical Sciences and Community Health, Laboratory of Medical Statistics, Epidemiology and Biometry G. A. Maccacaro, University of Milan, Milan, Italy
| | - Mattia Brambilla
- Internal Medicine, Medical Department, Vimercate Hospital, ASST di Vimercate, Vimercate, Italy
| | - Alessandro Caleffi
- Internal Medicine, Medical Department, Carate Hospital, ASST di Vimercate, Carate, Italy
| | - Valentina Pezzetti
- Internal Medicine, Medical Department, Vimercate Hospital, ASST di Vimercate, Vimercate, Italy
| | | | - Cristina Giannattasio
- School of Medicine Department, Milano-Bicocca University and Cardiologia IV, Dipartimento A. De Gasperis, Ospedale Niguarda Ca Granda, Milan, Italy
| | - Giuseppe Vighi
- Internal Medicine, Medical Department, Vimercate Hospital, ASST di Vimercate, Vimercate, Italy
| | - Claudio Cimminiello
- Research and Study Center of the Italian Society of Angiology and Vascular Pathology (Società Italiana di Angiologia e Patologia Vascolare, SIAPAV), Milan, Italy
| | - Patrizia Boracchi
- Department of Clinical Sciences and Community Health, Laboratory of Medical Statistics, Epidemiology and Biometry G. A. Maccacaro, University of Milan, Milan, Italy
| |
Collapse
|
16
|
Song ZK, Cao H, Wu H, Wei Q, Tang M, Yang S, Liu Y, Qin L. Current status of rivaroxaban in elderly patients with pulmonary embolism (Review). Exp Ther Med 2020; 19:2817-2825. [PMID: 32256765 PMCID: PMC7086161 DOI: 10.3892/etm.2020.8559] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 01/22/2020] [Indexed: 01/14/2023] Open
Abstract
Acute pulmonary embolism (PE) occurs with a high incidence rate in elderly patients, demonstrating complex clinical manifestations, as well as a difficult anticoagulant treatment strategy. Currently, there is limited understanding of the selection criteria for anticoagulant treatment in elderly patients with PE. In fact, the vitamin K antagonist warfarin, a commonly prescribed anticoagulant, has multiple disadvantages, including a narrow therapeutic range, unpredictable pharmacokinetics, multiple food and drug interactions and genetic polymorphisms resulting in poor response to this therapy; therefore, routine laboratory monitoring is required. Most elderly patients with PE fail to adhere to the treatment regimen or even discontinue it, and clinicians are equally hesitant to initiate oral anticoagulants in elderly patients with PE. This leads to a dilemma regarding the use of anticoagulation therapies and a worse prognosis for the patients. Rivaroxaban, a direct Xa factor inhibitor, has demonstrated considerable practical and clinical advantages, exhibits fast-start action pharmacokinetic and pharmacodynamic characteristics, and has an enhanced predictable anticoagulant effect with fewer drug-drug interactions. Based on randomized controlled trials and real-world clinical practice, rivaroxaban has also been recognized as a safe and effective anticoagulant, and these advantages have improved the therapeutic compliance of elderly patients with PE. Thus, this review focused on the current status of rivaroxaban treatment for elderly patients with PE, and described its significance in changing the current anticoagulation treatment regimens for patients. It is expected that rivaroxaban will become a good choice for the treatment of PE in elderly patients.
Collapse
Affiliation(s)
- Zi-Kai Song
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Hongyan Cao
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Haidi Wu
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Qi Wei
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Minglong Tang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Shuo Yang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Yang Liu
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| | - Ling Qin
- Department of Cardiology, The First Hospital of Jilin University, Changchun, Jilin 130000, P.R. China
| |
Collapse
|
17
|
Damluji AA, Forman DE, van Diepen S, Alexander KP, Page RL, Hummel SL, Menon V, Katz JN, Albert NM, Afilalo J, Cohen MG. Older Adults in the Cardiac Intensive Care Unit: Factoring Geriatric Syndromes in the Management, Prognosis, and Process of Care: A Scientific Statement From the American Heart Association. Circulation 2020; 141:e6-e32. [DOI: 10.1161/cir.0000000000000741] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Longevity is increasing, and more adults are living to the stage of life when age-related biological factors determine a higher likelihood of cardiovascular disease in a distinctive context of concurrent geriatric conditions. Older adults with cardiovascular disease are frequently admitted to cardiac intensive care units (CICUs), where care is commensurate with high age-related cardiovascular disease risks but where the associated geriatric conditions (including multimorbidity, polypharmacy, cognitive decline and delirium, and frailty) may be inadvertently exacerbated and destabilized. The CICU environment of procedures, new medications, sensory overload, sleep deprivation, prolonged bed rest, malnourishment, and sleep is usually inherently disruptive to older patients regardless of the excellence of cardiovascular disease care. Given these fundamental and broad challenges of patient aging, CICU management priorities and associated decision-making are particularly complex and in need of enhancements. In this American Heart Association statement, we examine age-related risks and describe some of the distinctive dynamics pertinent to older adults and emerging opportunities to enhance CICU care. Relevant assessment tools are discussed, as well as the need for additional clinical research to best advance CICU care for the already dominating and still expanding population of older adults.
Collapse
|
18
|
Comparison of seven prognostic tools to identify low-risk pulmonary embolism in patients aged <50 years. Sci Rep 2019; 9:20064. [PMID: 31882805 PMCID: PMC6934558 DOI: 10.1038/s41598-019-55213-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 11/23/2019] [Indexed: 11/21/2022] Open
Abstract
In young patients with acute pulmonary embolism (PE), the predictive value of currently available prognostic tools has not been evaluated. Our objective was to compare prognostic value of 7 available tools (GPS, PESI, sPESI, Prognostic Algorithm, PREP, shock index and RIETE) in patients aged <50 years. We used the RIETE database, including PE patients from 2001 to 2017. The major outcome was 30-day all-cause mortality. Of 34,651 patients with acute PE, 5,822 (17%) were aged <50 years. Of these, 83 (1.4%) died during the first 30 days. Number of patients deemed low risk with tools was: PREP (95.9%), GPS (89.6%), PESI (87.2%), Shock index (70.9%), sPESI (59.4%), Prognostic algorithm (58%) and RIETE score (48.6%). The tools with a highest sensitivity were: Prognostic Algorithm (91.6%; 95% CI: 85.6–97.5), RIETE score (90.4%; 95%CI: 84.0–96.7) and sPESI (88%; 95% CI: 81–95). The RIETE, Prognostic Algorithm and sPESI scores obtained the highest overall sensitivity estimates for also predicting 7- and 90-day all-cause mortality, 30-day PE-related mortality, 30-day major bleeding and 30-day VTE recurrences. The proportion of low-risk patients who died within the first 30 days was lowest using the Prognostic Algorithm (0.2%), RIETE (0.3%) or sPESI (0.3%) scores. In PE patients less 50 years, 30-day mortality was low. Although sPESI, RIETE and Prognostic Algorithm scores were the most sensitive tools to identify patients at low risk to die, other tools should be evaluated in this population to obtain more efficient results.
Collapse
|
19
|
Ackerly I, Klim S, McFarlane J, Kelly AM. Diagnostic utility of an age-specific cut-off for d-dimer for pulmonary embolism assessment when used with various pulmonary embolism risk scores. Intern Med J 2018; 48:465-468. [PMID: 29623992 DOI: 10.1111/imj.13753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 07/25/2017] [Accepted: 07/29/2017] [Indexed: 11/28/2022]
Abstract
This retrospective cohort study compared the diagnostic utility (sensitivity, specificity and negative predictive value (NPV)) of the age-times-10 adjusted d-dimer cut-off used in combination with the original and simplified Well's pulmonary embolism (PE) scores and the original and simplified revised Geneva scores to identify patients in whom PE is classified as unlikely according to each score. The PE risk scores performed similarly with high sensitivity (97.6, 97.1, 96.9 and 97.1% respectively) and NPV (99.3, 99.3, 99.2 and 99.2% respectively). Each missed only one PE. The age-times-10 age-adjusted d-dimer assay cut-off performed similarly with each of the clinical risk scores tested with high sensitivity and NPV.
Collapse
Affiliation(s)
- Imogen Ackerly
- Western Health and Joseph Epstein Centre for Emergency Medicine Research at Western Health, Sunshine Hospital, Melbourne, Victoria, Australia
| | - Sharon Klim
- Joseph Epstein Centre for Emergency Medicine Research at Western Health, Melbourne, Victoria, Australia
| | - James McFarlane
- Department of Emergency Medicine, Footscray Hospital, Melbourne, Victoria, Australia
| | - Anne-Maree Kelly
- Joseph Epstein Centre for Emergency Medicine Research at Western Health, Melbourne, Victoria, Australia.,Department of Medicine, Melbourne Medical School - Western Precinct, The University of Melbourne, Melbourne, Victoria, Australia
| |
Collapse
|
20
|
Jenkins V, Gaunt T, Bawa G. An unusual presentation of silent pulmonary embolism. Br J Hosp Med (Lond) 2018; 79:48-49. [PMID: 29315049 DOI: 10.12968/hmed.2018.79.1.48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Victoria Jenkins
- FY1 Doctor, Department of Geriatric Medicine, Queens Hospital, Barking Havering and Redbridge University Hospitals NHS Trust, London RM7 0AG
| | - Trevor Gaunt
- Specialist Registrar in Clinical Radiology, Department of Radiology, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich
| | - Gursharan Bawa
- Consultant in Anaesthesia and Intensive Care Medicine, Department of Anaesthesia, Barking Havering and Redbridge University Hospitals NHS Trust, London
| |
Collapse
|
21
|
Ma Y, Huang J, Wang Y, Wu T, Cai D, Liu Y, Wu Q, Hui J, Shi Y. Comparison of the Wells score with the revised Geneva score for assessing pretest probability of pulmonary embolism in hospitalized elderly patients. Eur J Intern Med 2016; 36:e18-e19. [PMID: 27650507 DOI: 10.1016/j.ejim.2016.09.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 09/07/2016] [Accepted: 09/07/2016] [Indexed: 01/09/2023]
Affiliation(s)
- Yuxia Ma
- Department of Internal Medicine, Cangzhou Central Hospital, Cangzhou, China.
| | - Jiale Huang
- Department of Cardiology, East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yuliang Wang
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Tongwei Wu
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Danxian Cai
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yanna Liu
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Qijing Wu
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jialiang Hui
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yan Shi
- Department of Emergency, The Affiliated Huai'an Hospital of Xuzhou Medical University, Huai'an, China; Department of Emergency, The Second People's Hospital of Huai'an, Huai'an, China.
| |
Collapse
|
22
|
Johnson SA, Eleazer GP, Rondina MT. Pathogenesis, Diagnosis, and Treatment of Venous Thromboembolism in Older Adults. J Am Geriatr Soc 2016; 64:1869-78. [PMID: 27556937 DOI: 10.1111/jgs.14279] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Older adults have a significantly greater risk of venous thromboembolism (VTE), including deep vein thrombosis and pulmonary embolism, than younger adults. The cause of this greater risk is thought to be multifactorial, including age-related changes in hemostatic factors and greater comorbid conditions and hospitalizations, but is not completely understood. Moreover, VTE remains underrecognized in older adults and may present atypically. Thus, a low index of clinical suspicion is essential when evaluating older adults with possible VTE. Despite this underrecognition in older adults, the diagnostic approach remains similar for all age groups and includes estimation of pretest probability, measurement of the D-dimer, and imaging. Antithrombotic agents are the mainstay of VTE treatment and, when used appropriately, substantially reduce VTE recurrence and complications. The approval of novel oral anticoagulants (NOACs), including dabigatran, rivaroxaban, apixaban, and edoxaban, provide clinicians with new therapeutic options. In some individuals, NOACs may offer advantages over warfarin, including fewer drug interactions, more-predictable anticoagulation, and lower risk of bleeding. Nevertheless, anticoagulation of VTE in older adults should always be performed cautiously, because age is a risk factor for bleeding complications. Identifying modifiable bleeding risk factors and balancing the risks of VTE recurrence with hemorrhage are important considerations when using anticoagulants in older adults.
Collapse
Affiliation(s)
- Stacy A Johnson
- Department of Internal Medicine, George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah.,Department of Internal Medicine, Eccles Institute of Human Genetics, University of Utah Health Sciences Center, Salt Lake City, Utah
| | - G Paul Eleazer
- Department of Internal Medicine, George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah
| | - Matthew T Rondina
- Department of Internal Medicine, George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah. .,Department of Internal Medicine, Eccles Institute of Human Genetics, University of Utah Health Sciences Center, Salt Lake City, Utah. .,Molecular Medicine Program, Eccles Institute of Human Genetics, University of Utah Health Sciences Center, Salt Lake City, Utah.
| |
Collapse
|
23
|
Chicangana G, Zapata L, Gómez JC, Zuluaga JP. Trombólisis sistémica exitosa en un paciente con tromboembolismo pulmonar masivo, luego de reanimación cardiocerebropulmonar prolongada. Informe de caso. COLOMBIAN JOURNAL OF ANESTHESIOLOGY 2016. [DOI: 10.1016/j.rca.2016.02.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
|
24
|
Successful systemic thrombolysis in a patient with massive pulmonary thromboembolism after prolonged cardio pulmonary and cerebral resuscitation. Case report. COLOMBIAN JOURNAL OF ANESTHESIOLOGY 2016. [DOI: 10.1016/j.rcae.2016.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
|
25
|
Successful systemic thrombolysis in a patient with massive pulmonary thromboembolism after prolonged cardio pulmonary and cerebral resuscitation. Case report☆. COLOMBIAN JOURNAL OF ANESTHESIOLOGY 2016. [DOI: 10.1097/01819236-201644030-00011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
|
26
|
Global Emergency Medicine Journal Club: A Social Media Discussion About the Age-Adjusted D-Dimer Cutoff Levels to Rule Out Pulmonary Embolism Trial. Ann Emerg Med 2015; 65:604-13. [DOI: 10.1016/j.annemergmed.2015.02.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Indexed: 11/18/2022]
|
27
|
Is It Time to Raise the Bar? Age-Adjusted D-dimer Cutoff Levels for Excluding Pulmonary Embolism. Ann Emerg Med 2014; 64:678-83. [DOI: 10.1016/j.annemergmed.2014.07.450] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|