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Chiarella LS, Huelsboemer L, Diatta F, Klimitz FJ, Kammien AJ, Kochen A, Boroumand S, Allam O, Kauke-Navarro M, Pomahac B. The Five-Item Modified Frailty Index Predicts Adverse Surgical Outcomes in Patients Undergoing Mastectomy. Ann Surg Oncol 2025:10.1245/s10434-025-17105-2. [PMID: 40342005 DOI: 10.1245/s10434-025-17105-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 02/17/2025] [Indexed: 05/11/2025]
Abstract
BACKGROUND The 5-item modified Frailty Index (mFI-5) is a clinical tool to predict adverse outcomes in surgical patients by assessing five comorbidities: diabetes, hypertension, congestive heart failure, chronic obstructive pulmonary disease, and dependent functional status. It helps to evaluate postoperative complication risks, recovery time, and overall survival, particularly in frail patients undergoing oncological and gynecological surgeries. METHODS This retrospective cohort study analyzed American College of Surgeons, National Surgical Quality Improvement Program data from adult female patients undergoing mastectomy procedures without reconstruction between 2017 and 2022. Patients were selected based on Current-Procedural-Terminology codes, excluding incomplete or non-breast-related cases. Preoperative, perioperative, and 30-day postoperative data were analyzed using logistic and linear regression models, with the mFI-5 cutoff set at 2. RESULTS Between 2017 and 2022, 860 patients underwent mastectomies at Yale Healthcare Network; 19% (n = 163) had mFI score ≥2. High-risk patients (mFI ≥2) were significantly older (66.32 ± 10.83 years) and had a higher body mass index (33.69 ± 7.73, both p < 0.001). Surgical complications occurred in 11.98% of patients, with a higher rate in the high-risk group (22.7% vs. 9.5%, p < 0.001). Adjusted multivariate logistic regression showed an increased risk of complications in frail patients (aOR 2.66; [1.60-4.43], p < 0.001). Although slight reductions in hospital stay and surgery duration were observed for high-risk patients, these differences were not significant. Sensitivity analysis confirmed higher odds of complications, including acute kidney failure (odds ratio [OR] 9.01) and pneumonia (OR 4.10). CONCLUSIONS The mFI-5 is a robust tool for predicting surgical complications in patients undergoing mastectomy, particularly those with multiple comorbidities.
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Affiliation(s)
- Laetitia S Chiarella
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
- Department of Plastic Surgery, University Hospital Muenster, Muenster, Germany
| | - Lioba Huelsboemer
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Fortunay Diatta
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Felix J Klimitz
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
- Department of Hand, Plastic and Reconstructive Surgery, Burn Center, BG Trauma Center Ludwigshafen, Plastic- and Hand Surgery, University of Heidelberg, Ludwigshafen, Germany
| | - Alexander J Kammien
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Alejandro Kochen
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Sam Boroumand
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Omar Allam
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Martin Kauke-Navarro
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Bohdan Pomahac
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale New Haven Hospital, Yale School of Medicine, New Haven, CT, USA.
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Dong X, Zhang X, Hu F, Yang S, Hong Z, Geng Q. Association of frailty with adverse outcomes in surgically treated geriatric patients with hip fracture: A meta-analysis and trial sequential analysis. PLoS One 2024; 19:e0305706. [PMID: 38905251 PMCID: PMC11192356 DOI: 10.1371/journal.pone.0305706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 06/04/2024] [Indexed: 06/23/2024] Open
Abstract
OBJECTIVE Some studies have associated frailty and prognostic outcomes in geriatric hip fracture patients, but whether frailty can predict postoperative outcomes remains controversial. This review aims to assess the relationship between frailty and adverse postoperative outcomes in geriatric patients with hip fracture. METHODS Based on electronic databases, including PubMed, Embase, Web of Science, Cumulative Index to Nursing and Allied Health Literature, the Cochrane Library, Chinese National Knowledge Infrastructure, and WanFang Data, we systematically searched for studies that investigated the association between frailty and adverse outcomes among patients aged 60 or over after hip fracture surgery. Stata 17.0 and Trial Sequential Analysis viewer software were used to obtain pooled estimates and verify whether the sample size was sufficient and the evidence robust. RESULTS Twenty-one studies involving 49,196 patients were included for quantitative analysis. Compared with nonfrail patients, frail patients had a higher risk of inpatient mortality (risk ratio [RR] = 1.93, 95% confidence interval [CI]: 1.66-2.23), 30-day mortality (RR = 2.13, 95% CI: 1.23-3.70), and 1-year mortality (RR = 2.44, 95% CI: 1.47-4.04). Frailty can significantly predict postoperative complications (RR = 1.76, 95% CI: 1.38-2.23), including delirium, pneumonia, cardiac complications, urinary tract infection, and surgical site infection; the association between frailty and deep venous thrombosis/pulmonary embolism and acute kidney injury needs further analysis. Trial sequential analysis showed that the findings regarding mortality were reliable and robust. CONCLUSION This meta-analysis provides detailed information indicating that frailty is a substantial predictor of mortality and selected postoperative complications.
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Affiliation(s)
- Xiaomeng Dong
- Department of 2 Operating Room, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
| | - Xiuguo Zhang
- Department of Nursing, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
| | - Fang Hu
- Department of 2 Operating Room, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
| | - Shuhong Yang
- Department of 2 Operating Room, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
| | - Zengchao Hong
- Department of 2 Operating Room, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
| | - Qian Geng
- Department of Nursing, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
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Yang Y, Yang H, Diao Z, Liu X, Yao L, Wang L, Shi X, Li X, Ma Q. Frailty and Adverse Outcomes After SARS-CoV-2 Infection in Elderly Patients on Maintenance Hemodialysis: A Cohort Study. Clin Interv Aging 2023; 18:1937-1948. [PMID: 38020450 PMCID: PMC10680487 DOI: 10.2147/cia.s429226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 11/18/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose Frailty is an important geriatric syndrome associated with aging and adverse events, especially in patients with severe infection. To help guide prognosis for elderly patients undergoing maintenance hemodialysis (MHD) who experience acute infection, this study investigated whether baseline (pre-infection) frailty may be associated with adverse outcomes in elderly patients undergoing MHD who suffer SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) infection. Patients and Methods Patients (aged ≥60 y) receiving MHD had been assessed for overall frailty and the 5 frailty components based on the Fried Frailty Phenotype scale within 3 months prior to SARS-CoV-2 infection. Results There were 59 and 98 patients in the frail and non-frail groups, respectively. Three months after SARS-CoV-2 infection, 21 (13.4%) and 45 (28.7%) patients had died or were in hospital. The multivariate COX proportional risk model suggested that the all-cause mortality rate in patients judged overall frail or with low activity was significantly higher compared with that of the non-frail (P = 0.049; 0.003). The multivariate logistic regression analysis showed that hospitalization 3 months after SARS-CoV-2 infection was associated with both overall frailty and low activity (OR 2.276, 95% CI: 1.034-5.010, P = 0.041; OR 2.809, 95% CI: 1.311-6.020, P = 0.008, respectively). Conclusion Overall frailty and specifically low activity were significantly associated with all-cause mortality and hospitalization in this elderly MHD population after SARS-CoV-2 infection. Early assessment of frailty and effective interventions are recommended to improve the prognosis of patients receiving MHD who are at higher risk of acute infection.
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Affiliation(s)
- Yifan Yang
- Department of Geriatrics, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Huayu Yang
- Department of Geriatrics, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Zongli Diao
- Department of Nephrology, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Xu Liu
- Department of Nephrology, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Lan Yao
- Department of Geriatrics, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Liyan Wang
- Department of Nephrology, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Xiaotian Shi
- Department of Geriatrics, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Xu Li
- Department of Geriatrics, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Qing Ma
- Department of Geriatrics, Beijing Friendship Hospital, Capital Medical University, Beijing, People’s Republic of China
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Shang N, Li Q, Liu H, Li J, Guo S. Erector spinae muscle-based nomogram for predicting in-hospital mortality among older patients with severe community-acquired pneumonia. BMC Pulm Med 2023; 23:346. [PMID: 37710218 PMCID: PMC10500910 DOI: 10.1186/s12890-023-02640-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 09/07/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND No multivariable model incorporating erector spinae muscle (ESM) has been developed to predict clinical outcomes in older patients with severe community-acquired pneumonia (SCAP). This study aimed to construct a nomogram based on ESM to predict in-hospital mortality in patients with SCAP. METHODS Patients aged ≥ 65 years with SCAP were enrolled in this prospective observational study. Least absolute selection and shrinkage operator and multivariable logistic regression analyses were used to identify risk factors for in-hospital mortality. A nomogram prediction model was constructed. The predictive performance was evaluated using the concordance index (C-index), calibration curve, net reclassification improvement (NRI), integrated discrimination improvement (IDI), and decision curve analysis. RESULTS A total of 490 patients were included, and the in-hospital mortality rate was 36.1%. The nomogram included the following independent risk factors: mean arterial pressure, peripheral capillary oxygen saturation, Glasgow Coma Scale score (GCS), lactate, lactate dehydrogenase, blood urea nitrogen levels, and ESM cross-sectional area. Incorporating ESM into the base model with other risk factors significantly improved the C-index from 0.803 (95% confidence interval [CI], 0.761-0.845) to 0.836 (95% CI, 0.798-0.873), and these improvements were confirmed by category-free NRI and IDI. The ESM-based nomogram demonstrated a high level of discrimination, good calibration, and overall net benefits for predicting in-hospital mortality compared with the combination of confusion, urea, respiratory rate, blood pressure, and age ≥ 65 years (CURB-65), Pneumonia Severity Index (PSI), Acute Physiology and Chronic Health Evaluation II (APACHEII), and Sequential Organ Failure Assessment (SOFA). CONCLUSIONS The proposed ESM-based nomogram for predicting in-hospital mortality among older patients with SCAP may help physicians to promptly identify patients prone to adverse outcomes. TRIAL REGISTRATION This study was registered at www.chictr.org.cn (registration number Chi CTR-2300070377).
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Affiliation(s)
- Na Shang
- Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing, 100020, China
- Department of Emergency Medicine, Capital Medical University School of Rehabilitation Medicine, Beijing Bo'Ai Hospital, China Rehabilitation Research Center, Beijing, 100068, China
| | - Qiujing Li
- Department of Emergency Medicine, Capital Medical University, Beijing Shijitan Hospital, Beijing, 100038, China
| | - Huizhen Liu
- Department of Emergency Medicine, Capital Medical University School of Rehabilitation Medicine, Beijing Bo'Ai Hospital, China Rehabilitation Research Center, Beijing, 100068, China
| | - Junyu Li
- Department of Emergency Medicine, Capital Medical University School of Rehabilitation Medicine, Beijing Bo'Ai Hospital, China Rehabilitation Research Center, Beijing, 100068, China
| | - Shubin Guo
- Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing, 100020, China.
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Zhao H, Tu J, She Q, Li M, Wang K, Zhao W, Huang P, Chen B, Wu J. Prognostic significance of frailty in hospitalized elderly patients with community-acquired pneumonia: a retrospective cohort study. BMC Geriatr 2023; 23:308. [PMID: 37198576 DOI: 10.1186/s12877-023-04029-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 05/08/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Frailty is associated with poor prognosis in a wide range of illnesses. However, its prognostic implications for older patients with community-acquired pneumonia (CAP) are not adequately addressed. METHODS In this study, patients were classified into 3 groups according to the frailty index based on standard laboratory tests (FI-Lab) score: robust (FI-Lab < 0.2), pre-frail (FI-Lab 0.2-0.35), and frail (FI-Lab ≥ 0.35). The relationships between frailty and all-cause mortality and short-term clinical outcomes (length of stay, duration of antibiotic therapy, in-hospital mortality) were examined. RESULTS Finally, 1164 patients were included, the median age was 75 years (interquartile range: 69, 82), and 438 patients (37.6%) were women. According to FI-Lab, 261(22.4%), 395(33.9%), and 508(43.6%) were robust, pre-frail, and frail. After adjustment for confounding variables, frailty was independently associated with prolonged antibiotic treatment (p = 0.037); pre-frailty and frailty were independently associated with longer inpatient days (p < 0.05 for both). The risk of in-hospital mortality was independently increased in frail patients (HR = 5.01, 95% CI = 1.51-16.57, p = 0.008) but not pre-frail patients (HR = 2.87, 95% CI = 0.86-9.63, p = 0.088) compared to robust patients. During a median follow-up of 33.9 months (interquartile range: 32.8 to 35.1 months), 408 (35.1%) patients died, of whom 29 (7.1%) were robust, 112 (27.5%) were pre-frail, and 267 (65.9%) were frail. Compared to robust patients, frail and pre-frail were significantly associated with increased risk for all-cause death (HR = 4.29, 95%CI: 1.78-10.35 and HR = 2.42 95%CI: 1.01-5.82, respectively). CONCLUSIONS Frailty is common among older patients with CAP and is strongly associated with increased mortality, longer length of stay, and duration of antibiotics. A routine frail assessment at the admission of elderly patients with CAP is necessary as the first step for appropriate multidisciplinary interventions.
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Affiliation(s)
- Hongye Zhao
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China
- Department of General Practice, The First People's Hospital of Lianyungang, Lianyungang Clinical College of Nanjing Medical Unversity, Lianyungang, 222000, China
| | - Junlan Tu
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Quan She
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China
| | - Min Li
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China
| | - Kai Wang
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China
| | - Weihong Zhao
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China
| | - Peng Huang
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Bo Chen
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China.
| | - Jianqing Wu
- Jiangsu Provincial Key Laboratory of Geriatrics, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Jiangsu, 210029, Nanjing, P.R. China.
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Hori S, Yamamoto Y, Ushida K, Shirai Y, Shimizu M, Kato Y, Shimizu A, Momosaki R. Impact of Frailty Risk on Oral Intake and Length of Hospital Stay in Older Patients with Pneumonia: A Historical Cohort Study. J Clin Med 2022; 12:jcm12010077. [PMID: 36614878 PMCID: PMC9821132 DOI: 10.3390/jcm12010077] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/18/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
The aim of this study was to examine the association between frailty risk and outcomes in older patients with pneumonia. For this purpose, the JMDC multi-center database was used, and a historical cohort study was conducted to examine the association between the Hospital Frailty Risk Score (HFRS) and oral intake prognosis and length of hospital stay in older patients hospitalized with pneumonia. Patients were classified into low-risk (HFRS < 5), intermediate-risk (HFRS = 5−15), and high-risk (HFRS > 15) groups based on their HFRS scores, and outcomes were defined as the number of days from admission to the start of oral intake and length of hospital stay. A total of 98,420 patients with pneumonia (mean age 82.2 ± 7.2) were finally included. Of these patients, 72,207 (73.4%) were in the low-risk group, 23,136 (23.5%) were in the intermediate-risk group, and 3077 (3.1%) were in the high-risk group. The intermediate- and high-risk groups had a higher number of days to the start of oral intake than the low-risk group (intermediate-risk group: coefficient 0.705, 95% confidence interval [CI] 0.642−0.769; high-risk group: coefficient 0.889, 95% CI 0.740−1.038). In addition, the intermediate- and high-risk groups also had longer hospital stays than the low-risk group (intermediate-risk group: coefficient 5.743, 95% CI 5.305−6.180; high-risk group: coefficient 7.738, 95% CI 6.709−8.766). Overall, we found that HFRS is associated with delayed initiation of oral intake and prolonged hospital stay in older patients with pneumonia. Therefore, evaluation based on HFRS could be helpful in making clinical decisions regarding the selection of feeding strategies and when to discharge older patients with pneumonia.
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Affiliation(s)
- Shinsuke Hori
- Department of Rehabilitation, Mie University Hospital, Tsu 514-8507, Japan
| | - Yoshinori Yamamoto
- Department of Rehabilitation, Mie University Hospital, Tsu 514-8507, Japan
- Department of Rehabilitation Medicine, Mie University Graduate School of Medicine, Tsu 514-8507, Japan
| | - Kenta Ushida
- Department of Rehabilitation, Mie University Hospital, Tsu 514-8507, Japan
- Department of Rehabilitation Medicine, Mie University Graduate School of Medicine, Tsu 514-8507, Japan
| | - Yuka Shirai
- Department of Rehabilitation Medicine, Mie University Graduate School of Medicine, Tsu 514-8507, Japan
- Department of Nutrition, Hamamatsu Medicine University Hospital, Hamamatsu 431-3192, Japan
| | - Miho Shimizu
- Department of Rehabilitation, Mie University Hospital, Tsu 514-8507, Japan
| | - Yuki Kato
- Department of Rehabilitation, Mie University Hospital, Tsu 514-8507, Japan
| | - Akio Shimizu
- Department of Health Science, Faculty of Health and Human Development, The University of Nagano, Nagano 380-8525, Japan
| | - Ryo Momosaki
- Department of Rehabilitation Medicine, Mie University Graduate School of Medicine, Tsu 514-8507, Japan
- Correspondence: ; Tel.: +81-59-232-1111
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Huang S, Wang Y, Chen L, Chen X. Use of a frailty index based upon routine laboratory data to predict complication and mortality in older community-acquired pneumonia patients. Arch Gerontol Geriatr 2022; 101:104692. [DOI: 10.1016/j.archger.2022.104692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/19/2022] [Accepted: 03/20/2022] [Indexed: 11/17/2022]
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