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Gogoi G, Singh SD, Koch D, Kalyan E, Boro RR, Devi A, Mahanta HJ, Bharali P. Leveraging environmental microbial indicators in wastewater for data-driven disease diagnostics. Front Bioeng Biotechnol 2024; 12:1508964. [PMID: 39654826 PMCID: PMC11625583 DOI: 10.3389/fbioe.2024.1508964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 11/12/2024] [Indexed: 12/12/2024] Open
Abstract
Introduction Wastewater-based surveillance (WBS) is an emerging tool for monitoring the spread of infectious diseases, such as SARS-CoV-2, in community settings. Environmental factors, including water quality parameters and seasonal variations, may influence the prevalence of viral particles in wastewater. This study aims to explore the relationships between these factors and the incidence of SARS-CoV-2 across 28 monitoring sites, spanning different seasons and water strata. Methods Samples were collected from 28 sites, accounting for seasonal and spatial (surface and intermediate water layers) variations. Key physicochemical parameters, heavy metals, and minerals were measured, and viral presence was detected using RT-qPCR. After data preprocessing, correlation analyses identified 19 relevant environmental parameters. Unsupervised learning algorithms, including K-means and K-medoid clustering, were employed to categorize the data into four distinct clusters, revealing patterns of viral positivity and environmental conditions. Results Cluster analysis indicated that seasonal variations and water quality characteristics significantly influenced SARS-CoV-2 positivity rates. The four clusters demonstrated distinct associations between environmental factors and viral prevalence, with certain clusters correlating with higher viral loads in specific seasons. The clustering patterns varied across sample sites, reflecting the diverse environmental conditions and their influence on viral detection. Discussion The findings underscore the critical role of environmental factors, such as water quality and seasonality, in shaping the dynamics of SARS-CoV-2 prevalence in wastewater. These insights provide a deeper understanding of the complex interplay between environmental contexts and disease spread. By utilizing WBS and advanced data analysis techniques, this study offers a robust framework for future research aimed at enhancing public health surveillance and interventions.
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Affiliation(s)
- Gayatri Gogoi
- Centre for Infectious Diseases, Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Sarangthem Dinamani Singh
- Centre for Infectious Diseases, Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Devpratim Koch
- Centre for Infectious Diseases, Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Emon Kalyan
- Centre for Infectious Diseases, Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
| | - Rashmi Rani Boro
- Centre for Infectious Diseases, Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
| | - Aradhana Devi
- Materials Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
| | - Hridoy Jyoti Mahanta
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat, India
| | - Pankaj Bharali
- Centre for Infectious Diseases, Biological Sciences and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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TORTORA R, TEBALA GD, SURICO G, CELANI F, FIORENTINO A. Oncological disease during the pandemic COVID-19: the solution is the "net". Minerva Med 2022; 113:221-222. [DOI: 10.23736/s0026-4806.21.07335-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Majano SB, Lyratzopoulos G, Rachet B, de Wit NJ, Renzi C. Do presenting symptoms, use of pre-diagnostic endoscopy and risk of emergency cancer diagnosis vary by comorbidity burden and type in patients with colorectal cancer? Br J Cancer 2022; 126:652-663. [PMID: 34741134 PMCID: PMC8569047 DOI: 10.1038/s41416-021-01603-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 09/06/2021] [Accepted: 10/13/2021] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Cancer patients often have pre-existing comorbidities, which can influence timeliness of cancer diagnosis. We examined symptoms, investigations and emergency presentation (EP) risk among colorectal cancer (CRC) patients by comorbidity status. METHODS Using linked cancer registration, primary care and hospital records of 4836 CRC patients (2011-2015), and multivariate quantile and logistic regression, we examined variations in specialist investigations, diagnostic intervals and EP risk. RESULTS Among colon cancer patients, 46% had at least one pre-existing hospital-recorded comorbidity, most frequently cardiovascular disease (CVD, 18%). Comorbid versus non-comorbid cancer patients more frequently had records of anaemia (43% vs 38%), less frequently rectal bleeding/change in bowel habit (20% vs 27%), and longer intervals from symptom-to-first relevant test (median 136 vs 74 days). Comorbid patients were less likely investigated with colonoscopy/sigmoidoscopy, independently of symptoms (adjusted OR = 0.7[0.6, 0.9] for Charlson comorbidity score 1-2 and OR = 0.5 [0.4-0.7] for score 3+ versus 0. EP risk increased with comorbidity score 0, 1, 2, 3+: 23%, 35%, 33%, 47%; adjusted OR = 1.8 [1.4, 2.2]; 1.7 [1.3, 2.3]; 3.0 [2.3, 4.0]) and for patients with CVD (adjusted OR = 2.0 [1.5, 2.5]). CONCLUSIONS Comorbid individuals with as-yet-undiagnosed CRC often present with general rather than localising symptoms and are less likely promptly investigated with colonoscopy/sigmoidoscopy. Comorbidity is a risk factor for diagnostic delay and has potential, additionally to symptoms, as risk-stratifier for prioritising patients needing prompt assessment to reduce EP.
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Affiliation(s)
- Sara Benitez Majano
- Inequalities in Cancer Outcomes Network (ICON) Group, Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel St, Bloomsbury, London, WC1E 7HT, UK
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare & Outcomes (ECHO) Research Group, Department of Behavioural Science and Health, Institute of Epidemiology & Health Care, University College London, London, WC1E 7HB, UK
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network (ICON) Group, Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel St, Bloomsbury, London, WC1E 7HT, UK
| | - Niek J de Wit
- University Medical Center, Utrecht University, Julius Center for Health Sciences and Primary Care, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Cristina Renzi
- Epidemiology of Cancer Healthcare & Outcomes (ECHO) Research Group, Department of Behavioural Science and Health, Institute of Epidemiology & Health Care, University College London, London, WC1E 7HB, UK.
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COVID-19-Related Knowledge and Practices of Cancer Patients and Their Anxiety and Depression During the Early Surge Phase of the Pandemic: A Cross-sectional Online Survey. Disaster Med Public Health Prep 2022; 17:e73. [PMID: 35094745 DOI: 10.1017/dmp.2021.341] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE We aimed to investigate the coronavirus disease 2019 (COVID-19)-related knowledge and practices of cancer patients and to assess their anxiety- and depression-related to COVID-19 during the early surge phase of the pandemic. METHODS An online questionnaire survey of cancer patients was conducted from February 10-29, 2020. Knowledge and practices related to COVID-19 were assessed using a custom-made questionnaire. The Hospital Anxiety and Depression Scale was used to assess the presence of anxiety and depression, with scores beyond 7 indicating anxiety or depressive disorder. Univariate and multiple linear regression analyses were used to identify the high-risk groups according to the level of knowledge, practices, anxiety, and depression scores. RESULTS A total of 341 patients were included. The rate of lower level of knowledge and practices was 49.9% and 18.8%, respectively. Education level of junior high school degree or lower showed a significant association with lower knowledge score (β: -3.503; P < 0.001) and lower practices score (β: -2.210; P < 0.001) compared to the education level of college degree and above. The prevalence of anxiety and depression among the respondents was 17.6% and 23.2%, respectively. A higher depression score was associated with older age, marital status of the widowed, and lower level of education, knowledge score, and practices score (P < 0.05). CONCLUSIONS Targeted COVID-19-related education interventions are required for cancer patients with a lower level of knowledge to help improve their practices. Interventions are also required to address the anxiety and depression of cancer patients.
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Primo BDAA, Dantas CKD, Ferreira CWS. Impactos da COVID-19 nos atendimentos fisioterapêuticos a mulheres com câncer de mama. FISIOTERAPIA EM MOVIMENTO 2022. [DOI: 10.1590/fm.2022.35605.0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Resumo Introdução: A COVID-19 trata-se de uma situação de emergência de saúde pública de importância interna-cional, cujo espectro clínico é diverso. Levando em consideração as medidas de prevenção ao coronavírus e as recomendações das autoridades de saúde, surge a preocupação de como estão os atendimentos fisiotera-pêuticos a mulheres com câncer de mama, já que sua descontinuidade pode favorecer o aparecimento de complicações, prejuízos na funcionalidade, na qualidade de vida e na realização de tratamentos complementares. Objetivo: Avaliar os impactos da pandemia de COVID-19 na continuidade dos atendimentos fisioterapêuticos a mulheres com câncer de mama. Métodos: Trata-se de uma pesquisa transversal. Os dados foram coletados por meio de questionário on-line e a população foi composta por fisioterapeutas que atuam em território brasileiro. Resultados: De um total de 40 participantes, 20% relataram não ter sofrido alteração na rotina de trabalho, 48% tiveram a carga horária reduzida, 12% sofreram aumento de carga horária, enquanto 25% foram realocadas de setor para prestar assistência aos acometidos pela COVID-19. Vinte por cento dos atendimentos foram suspensos, sendo os locais com maior continuidade na assistência os de internação hospitalar (40%) e ambulatórios (42%). Quanto ao número de mulheres atendidas antes da pandemia em comparação ao número durante o período de restrição, houve uma queda de 72%. Conclusão: Verificou-se suspensão da maior parte dos atendimentos, no entanto, em sua maioria, a continuidade da assistência foi garantida através de teleatendimento. Não obstante, os entrevistados relataram piora clínica no quadro das mulheres após o período de suspensão do tratamento.
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Primo BDAA, Dantas CKD, Ferreira CWS. Impacts of COVID-19 on physiotherapy care for women with breast cancer. FISIOTERAPIA EM MOVIMENTO 2022. [DOI: 10.1590/fm.2022.35605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Abstract Introdution: COVID-19 has been declared a public health emergency of international concern by the World Health Organization, with a diverse clinical spectrum. Given the coronavirus prevention measures and recommendations from health authorities, there is a concern about how physiotherapy care is provided to women with breast cancer. The discontinuity of care may favor the emergence of complications, and compromise functionality, quality of care and the provision of complementary treatments. Objective: To assess the impacts of the COVID-19 pandemic on the continuity of physiotherapy care for women with breast cancer. Methods: This is a cross-sectional study. Data were collected through an online questionnaire and the population was composed of physiotherapists, of both sexes, who work in Brazil. Results: Twenty percent of the 40 participants reported no change in their work routine, 48% had their workload reduced, 12% had an increased workload, 25% were relocated to provide assistance to patients affected by COVID-19, and 20% of consultations were suspended. The greatest continuity of care was seen in hospital admissions (40%) and outpatient clinics (42%). The number of women cared for before the pandemic compared to during the restriction period declined by 72%. Conclusion: Most consultations were suspended; however, in most cases, continuity of care was guaranteed through telerehabilitation. Nevertheless, the interviewees reported clinical worsening in women after treatment was interrupted.
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Tark A, Kamalumpundi V, Song J, Chae S, Stone PW, Gilbertson-White S, Buck H. A Review of Web-Based COVID-19 Resources for Palliative Care Clinicians, Patients, and Their Caregivers. J Hosp Palliat Nurs 2021; 23:316-322. [PMID: 33605646 PMCID: PMC8265238 DOI: 10.1097/njh.0000000000000755] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Palliative and end-of-life care has been pushed to the forefront of medical care during the pandemic caused by the coronavirus-2019 (COVID-19). Palliative care organizations have responded to the growing demand for the rapid dissemination of research, clinical guidance, and instructions for care to clinicians, patients with COVID-19, and their caregivers by creating COVID-19 resource Web pages. Here, end users can access resources that can be updated in real time. These Web pages, however, can be variable in what resources they offer and for whom they are designed for (clinicians, patients, caregivers). Therefore, this project was conducted to consolidate these resources via summary tables of specific contents available through each Web page grouped by palliative care domains (eg, care discussion and planning, communication, symptom management, care access) and to identify the target audience. This environmental scan was conducted by compiling a comprehensive list of COVID-19 resource Web pages of palliative care organizations generated by reviewing previously published research studies and consulting with palliative care research experts. Snowballing techniques were used to identify resource Web pages not captured in the initial scan. Two reviewers independently evaluated eligible Web pages for content via a form developed for the study, and Cohen κ statistic was calculated to ensure interrater reliability. The final κ statistic was 0.76. Of the 24 websites screened, 15 websites met our eligibility criteria. Among the eligible resource Web pages, most (n = 12, 80%) had specific target audiences and care settings, whereas the rest presented information targeted to all audiences. Although 11 Web pages offered resources that addressed all 4 domains, only 1 Web page conveyed all 12 subdomains. We recommend the use of this guide to all frontline clinicians who require guidance in clinically managing patients with COVID-19 receiving palliative care and/or end-of-life care.
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Price S, Spencer A, Zhang X, Ball S, Lyratzopoulos G, Mujica-Mota R, Stapley S, Ukoumunne OC, Hamilton W. Trends in time to cancer diagnosis around the period of changing national guidance on referral of symptomatic patients: A serial cross-sectional study using UK electronic healthcare records from 2006-17. Cancer Epidemiol 2020; 69:101805. [PMID: 32919226 PMCID: PMC7480981 DOI: 10.1016/j.canep.2020.101805] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 07/24/2020] [Accepted: 08/25/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND UK primary-care referral guidance describes the signs, symptoms, and test results ("features") of undiagnosed cancer. Guidance revision in 2015 liberalised investigation by introducing more low-risk features. We studied adults with cancer whose features were in the 2005 guidance ("Old-NICE") or were introduced in the revision ("New-NICE"). We compared time to diagnosis between the groups, and its trend over 2006-2017. METHODS Clinical Practice Research Datalink records were analysed for adults with incident myeloma, breast, bladder, colorectal, lung, oesophageal, ovarian, pancreatic, prostate, stomach or uterine cancers in 1/1/2006-31/12/2017. Cancer-specific features in the year before diagnosis were used to create New-NICE and Old-NICE groups. Diagnostic interval was time between the index feature and diagnosis. Semiparametric varying-coefficient analyses compared diagnostic intervals between New-NICE and Old-NICE groups over 1/1/2006-31/12/2017. RESULTS Over all cancers (N = 83,935), median (interquartile range) Old-NICE diagnostic interval rose over 2006-2017, from 51 (20-132) to 64 (30-148) days, with increases in breast (15 vs 25 days), lung (103 vs 135 days), ovarian (65·5 vs 100 days), prostate (80 vs 93 days) and stomach (72·5 vs 102 days) cancers. Median New-NICE values were consistently longer (99, 40-212 in 2006 vs 103, 42-236 days in 2017) than Old-NICE values over all cancers. After guidance revision, New-NICE diagnostic intervals became shorter than Old-NICE values for colorectal cancer. CONCLUSIONS Despite improvements for colorectal cancer, scope remains to reduce diagnostic intervals for most cancers. Liberalised investigation requires protecting and enhancing cancer-diagnostic services to avoid their becoming a rate-limiting step in the diagnostic pathway.
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Affiliation(s)
- Sarah Price
- University of Exeter Medical School, Room 1.20 College House, St Luke's Campus, University of Exeter, Exeter, Devon, EX1 2LU, UK.
| | - Anne Spencer
- Health Economics Group, University of Exeter, Exeter, UK.
| | - Xiaohui Zhang
- University of Exeter Business School, University of Exeter, Exeter, UK.
| | - Susan Ball
- National Institute for Health Research (NIHR) Applied Research Collaboration (ARC) South West Peninsula, University of Exeter, Exeter, UK.
| | | | | | - Sal Stapley
- University of Exeter Medical School, University of Exeter, Exeter, UK.
| | - Obioha C Ukoumunne
- National Institute for Health Research (NIHR) Applied Research Collaboration (ARC) South West Peninsula, University of Exeter, Exeter, UK.
| | - Willie Hamilton
- University of Exeter Medical School, University of Exeter, Exeter, UK.
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Wang YH, Bychkov A, Chakrabarti I, Jain D, Liu Z, He S, Hanum SF, Bakrin I, Templo F, Nguyen T, Kumarasinghe P, Jung CK, Kakudo K, Chen CC. Impact of the COVID-19 pandemic on cytology practice: An international survey in the Asia-Pacific region. Cancer Cytopathol 2020; 128:895-904. [PMID: 32931161 DOI: 10.1002/cncy.22354] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/07/2020] [Accepted: 08/19/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND The purpose of the current study was to examine the impact of coronavirus disease 2019 (COVID-19) on various aspects of cytology practice in the Asia-Pacific region. METHODS An online questionnaire was distributed to cytopathology laboratories in 24 Asia-Pacific countries to explore the impact of restrictive measures on access to health care, use of general and personal protective equipment (PPE), and changes in cytology workflow and workload from February to April 2020. RESULTS A total of 167 cytopathology laboratories from 24 countries responded to the survey; the majority reported that restrictive measures that limited the accessibility of health care services had been implemented in their cities and/or countries (80.8%) and their hospitals (83.8%). The respondents noted that COVID-19 had an impact on the cytologic workflow as well as the workload. Approximately one-half of the participants reported the implementation of new biosafety protocols (54.5%) as well as improvements in laboratory facilities (47.3%). Rearrangement or redeployment of the workforce was reported in 53.3% and 34.1% of laboratories, respectively. The majority of the respondents reported a significant reduction (>10%) in caseload associated with both gynecological (82.0%) and nongynecological specimens (78.4%). Most laboratories reported no significant change in the malignancy rates of both gynecological (67.7%) and nongynecological specimens (58.7%) compared with the same period in 2019. CONCLUSIONS The results of the survey demonstrated that the COVID-19 pandemic resulted in a significant reduction in the number of cytology specimens examined along with the need to implement new biosafety protocols. These findings underscore the need for the worldwide standardization of biosafety protocols and cytology practice.
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Affiliation(s)
- Yeh-Han Wang
- Department of Anatomic Pathology, Taipei Institute of Pathology, Taipei, Taiwan
- Institute of Public Health, National Yang-Ming University, Taipei, Taiwan
- College of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Andrey Bychkov
- Department of Pathology, Kameda Medical Center, Kamogawa, Japan
- Department of Pathology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | | | - Deepali Jain
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Zhiyan Liu
- Department of Pathology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Shurong He
- Department of Pathology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | | | - Ikmal Bakrin
- Department of Pathology, Faculty of Medicine and Health Sciences, Putra Malaysia University, Serdang, Malaysia
| | - Felipe Templo
- Division of Laboratory Medicine, Philippine Heart Center, Quezon City, Philippines
| | - Truong Nguyen
- Department of Pathology, Cho Ray Hospital, Ho Chi Minh, Vietnam
| | - Priyanthi Kumarasinghe
- Department of Anatomical Pathology, PathWest, Perth, Western Australia, Australia
- School of Pathology and Laboratory Medicine, University of Western Australia, Perth, Western Australia, Australia
| | - Chan Kwon Jung
- Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Kennichi Kakudo
- Department of Pathology and Thyroid Disease Center, Izumi City General Hospital, Izumi, Japan
| | - Chien-Chin Chen
- Department of Pathology, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi, Taiwan
- Department of Cosmetic Science, Chia Nan University of Pharmacy and Science, Tainan, Taiwan
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