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Larrosa JM, Martínez-de-la-Casa JM, Giménez Gómez R, Goñi FJ, Milla E, Pazos M, Perucho Martínez S, Urcola Carrera JA. XEN-45 in the management of early glaucoma surgery: A national Delphi consensus study. Arch Soc Esp Oftalmol (Engl Ed) 2024; 99:98-108. [PMID: 38216051 DOI: 10.1016/j.oftale.2024.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 10/29/2023] [Indexed: 01/14/2024]
Abstract
BACKGROUND AND OBJECTIVE Recommendations on general glaucoma management and the use of early minimally invasive and microincisional surgeries are limited. This study aimed to establish consensus regarding glaucoma management, focusing on the XEN-45 gel stent implant. METHODS A Delphi consensus-driven process was used. The scientific committee led the study, identified the expert panel, and participated in elaborating the questionnaire. Fifty-one panelists were invited to complete, on a nine-point Likert scale, an 89-item questionnaire covering three topic blocks. Two Delphi rounds were performed. Consensus was achieved if ≥66.6% of panelists reached agreement or disagreement. RESULTS Panelists agreed on 84 items related to the patients' quality of life, the therapeutic algorithm and patient profile, and surgical and pre- and post-operative management. Panelists agreed on the suitability of XEN stent implants to treat glaucoma at different stages and for different patient profiles: young patients, elderly or with significant comorbidities, and with myopic glaucoma, patients who failed previous surgeries, and with previous poor post-operative experience. XEN surgery was considered a therapeutic step prior to classic filtering surgery and a possible first surgical option in elderly patients with comorbidities and uncontrolled intraocular pressure. XEN surgery allows the patient to return to routine daily activities faster than conventional filtering surgeries and to reduce and/or eliminate topical treatments. CONCLUSIONS This Delphi-driven consensus resulted in a series of general recommendations for glaucoma management, including those related to patient quality of life, therapeutic algorithm, and patient profile, and specific ones regarding the use of XEN stent gel surgery.
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Affiliation(s)
- J M Larrosa
- Hospital Universitario Miguel Servet, Zaragoza, Spain; Instituto de Investigaciones Sanitarias de Aragón, Zaragoza, Spain
| | - J M Martínez-de-la-Casa
- Hospital Clínico San Carlos, Madrid, Spain; Facultad de Medicina, Universidad Complutense, Madrid, Spain.
| | | | - F J Goñi
- Departamento de Oftalmología, Hospital de Mollet del Vallès, Mollet del Vallès, Barcelona, Spain
| | - E Milla
- Unidad de Glaucoma, Hospital Clínic de Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - M Pazos
- Unidad de Glaucoma, Hospital Clínic de Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - S Perucho Martínez
- Hospital de Fuenlabrada, Madrid, Spain; Facultad de Medicina, Universidad Rey Juan Carlos, Madrid, Spain
| | - J A Urcola Carrera
- Servicio de Oftalmología, Hospital Universitario Araba, Vitoria-Gasteiz, Spain; Departamento de Dermatología, Oftalmología y Otorrinolaringología, Universidad del País Vasco, Leioa, Spain
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Moriano C, Bellido-Pastrana D, San Román Gutiérrez C, Rodríguez E. Evolution of diagnosis and treatment for lupus nephritis in Spain. Nefrologia 2023; 43:668-675. [PMID: 38246809 DOI: 10.1016/j.nefroe.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 12/28/2022] [Indexed: 01/23/2024] Open
Abstract
Lupus nephritis (LN) is a serious manifestation of systemic lupus erythematosus that can lead to end-stage renal disease. Many clinical and prognostic data on which our therapeutic decisions are based come from international cohorts, which have important ethnic and prognostic differences. To identify clinical and prognostic data from patients with LN in Spain, we undertook a bibliographic search of NL-related papers by Spanish authors and published in national and international journals between 2005 and 2022. According to the selected references, renal biopsy is not only essential for LN diagnosis but its repetition can be useful for the follow-up. Regarding LN treatment, standard strategy consists of an induction phase and a maintenance phase. However, as new drugs have been released, a new paradigm of treatment in a single, continuing and personalized phase has been proposed.
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Affiliation(s)
- Clara Moriano
- Servicio de Reumatología, Hospital Universitario de León, León, Spain
| | - David Bellido-Pastrana
- Servicio de Medicina Interna, Hospital General Universitario de Ciudad Real, Ciudad Real, Spain
| | | | - Eva Rodríguez
- Servicio de Nefrología, Hospital del Mar, Barcelona, Spain.
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Tardy AL, Marguet S, Costantino H, Stewart A, Mackie D, Saba G, Amand C. Profile and quality of life of the adult population in good health according to the level of vitality: European NHWS cross sectional analysis. BMC Public Health 2023; 23:1061. [PMID: 37277779 DOI: 10.1186/s12889-023-15754-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 04/13/2023] [Indexed: 06/07/2023] Open
Abstract
BACKGROUND The World Health Organization's definition of health highlights the importance of mental and physical wellbeing and not only disease state. However, lack of awareness on the burden of impaired vitality and its impact on the quality of life of the general healthy population prevents healthcare providers from delivering appropriate solutions and advice. This study aims to better characterize this population in Europe and identify the profile and the health reported outcomes associated with impaired vitality. METHODS This retrospective observational study included National Health and Wellness Survey (NHWS) data collected in healthy participants aged 18-65 years from five European Union countries in 2018. Socio-demographic and lifestyle characteristics, comorbidities, attitudes towards healthcare systems, Patient Activation Measure, health-related quality of life outcomes (EQ-5D), and work productivity and activity impairment were analysed according to SF-12 vitality score subgroups (≥ 60, 50- < 60, 40- < 50, < 40). RESULTS A total of 24,295 participants were enrolled in the main analysis. Being a female, younger, having a lower income and being obese or having sleep and mental disorders was associated with an increased risk of impaired vitality. This was associated with a higher consumption of healthcare resources along with having a weak patient-physician relationship. Participants who were disengaged in the self-management of their health were 2.6 times more likely to have a low level of vitality. For participants in the lowest vitality group, odds of mobility problems increased by 3.4, impairment of usual activity by 5.8, increased of pain and discomfort by 5.6 and depression and anxiety by 10.3, compared with participants in the highest vitality group. Also, odds of presenteeism increased by 3.7, overall work impairment by 3.4 and daily activity losses by 7.1. CONCLUSION Evidence-based trends facilitate the identification of a healthy population with impaired vitality in real-world practice. This study highlights the actual burden of low vitality on daily life activities, particularly on mental health and reduced work productivity. Additionally, our results underline the importance of self-engagement in the management of vitality impairment and highlights the need to implement strategies to address this public health concern in the affected population (HCP-patient communication, supplements, meditation).
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Affiliation(s)
| | | | | | - Andrew Stewart
- Science Hub, Sanofi Consumer Healthcare Cambridge, Cambridge, MA, USA
| | | | | | - Caroline Amand
- Science Hub, Sanofi Consumer Healthcare, Gentilly, France.
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Ooi ZY, Mohd Ghazali NA, Nik Zahari NJ, Chan HK, Md Noor N, Harun NL, Abu Bakar MF, Abdul Muin MR. Patient profile and antibiotic use in a dedicated upper respiratory tract infection clinic based in a primary healthcare setting during COVID-19 pandemic in Malaysia: A cross sectional study. Malays Fam Physician 2022; 17:74-83. [PMID: 36606160 PMCID: PMC9809438 DOI: 10.51866/oa.38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
INTRODUCTION Upper respiratory tract infection (URTI) is commonly encountered at the primary care level. Its management is particularly challenging due to the similarity of its symptoms to coronavirus disease 2019 (COVID-19) infection. Our study evaluated the profiles and antibiotic use of patients seeking care from a dedicated community-based URTI clinic during the COVID-19 pandemic. METHOD A cross-sectional study was conducted. Data were obtained from the medical records of patients visiting the URTI clinic at the Alor Setar Primary Healthcare Centre between March and April 2020. RESULTS Overall, 587/4388 (13.3%) patients received treatment at the URTI clinic. Most patients were male (60.6%) and aged between 20 and 39 years (35.5%). Their most common symptoms were cough (68.4%), fever (31.6%), runny nose (24.6%), and sore throat (24.1%). Most patients were diagnosed with acute nasopharyngitis (52.5%), acute pharyngitis (18.6%), or acute tonsillitis (5.3%). The symptomatic medication prescription rate was 96.5%. Only 26 of the 435 patients diagnosed with URTI received antibiotics, yielding an antibiotic use rate of only 6.0% for URTI relative to overall drug use. Acute tonsillitis was more common in children <12 years old (p<0.001), while a cough and runny nose were more commonly indicative of acute nasopharyngitis than other conditions (p<0.001). Sore throat was more likely to be a symptom of acute pharyngitis (p<0.001) and acute tonsillitis (p<0.001). CONCLUSION Despite the challenges faced during the COVID-19 pandemic, the findings suggest that patients with URTI-like symptoms were properly managed, and the rate of antibiotic usage remained reasonable.
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Affiliation(s)
- Zhi Yin Ooi
- MD (UNIMAS), Klinik Kesihatan Taman Universiti, Jalan Kebudayaan 28, Taman Universiti, Johor Bahru, Johor, Malaysia.
| | | | - Nang Juniza Nik Zahari
- MB BCh BAO (IRELAND), Doc of Fam Med (UKM), Klinik Kesihatan Bandar Alor Setar, Aras 1 Blok A, Darul Aman Highway, Alor Setar, Kedah, Malaysia
| | - Huan Keat Chan
- MSc (USM), Clinical Research Centre, Hospital Sultanah Bahiyah, Km 6, Jln Langgar, Bandar, Alor Setar, Kedah, Malaysia
| | - Norsiah Md Noor
- MBBS (MAL), M.MED (FAMILY MEDICINE) UKM, Klinik Kesihatan Bandar Alor Setar, Aras 1 Blok A, Darul Aman Highway, Alor Setar, Kedah, Malaysia
| | - Noor Liani Harun
- MBBS (UM), Doc of Fam Med (UKM), Klinik Kesihatan Bandar Alor Setar, Aras 1 Blok A, Darul Aman Highway, Alor Setar, Kedah, Malaysia
| | - Mohd Firdaus Abu Bakar
- MBBS (IIUM), Klinik Kesihatan Bandar Alor Setar, Aras 1 Blok A, Darul Aman Highway, Alor Setar, Kedah, Malaysia
| | - Mohd Redhuan Abdul Muin
- MB BCh BAO (IRELAND), Klinik Kesihatan Bandar Alor Setar, Aras 1 Blok A, Darul Aman Highway, Alor Setar, Kedah, Malaysia
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Mohd Ghazi A, Teoh CK, Abdul Rahim AA. Patient profiles on outcomes in patients hospitalized for heart failure: a 10-year history of the Malaysian population. ESC Heart Fail 2022; 9:2664-2675. [PMID: 35652407 PMCID: PMC9288813 DOI: 10.1002/ehf2.13992] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 04/14/2022] [Accepted: 05/08/2022] [Indexed: 11/15/2022] Open
Abstract
Aims Heart failure (HF) affects an estimated 38 million people worldwide and is the leading cause of hospitalization among adults and the elderly. Evidence suggests that there may be regional and ethnic differences in the prevalence, outcomes and management of HF. The aim of this study was to understand the disease burden and treatment patterns of patients hospitalized for HF in multi‐ethnic Malaysia. Methods and results A retrospective, non‐interventional study was conducted utilizing 10 years of medical records from the National Heart Institute Malaysia (IJN) from 1 January 2009 to 31 December 2018. Of the 4739 patients in the IJN database, 3923 were eligible and were included in this analysis. The study recorded a high male prevalence (72.3%) with a mean age of 62.0 (±13.26) years. The 30‐day and 1‐year rehospitalization rate was 6.8% and 24.7%, respectively. In‐hospital mortality was 7.2% with 27.0% due to cardiovascular causes and 14.2% non‐cardiovascular causes. The 30‐day and 1‐year rehospitalization rates were significantly higher in patients with lower systolic blood pressure (SBP, P < 0.001 and P = 0.002), diastolic blood pressure (DBP, P < 0.001 and P = 0.017), sodium (P < 0.001 and P = 0.029) and estimated glomerular filtration rate (eGFR, P < 0.001 and P = 0.002) and higher urea (P < 0.001 for both), serum creatinine (P < 0.001 and P = 0.003), and uric acid (P < 0.001 for both), respectively. Risk of hospitalization within 1 year varied significantly by ethnicity and was relatively higher in Indian (28.3%), followed by Malay (24.4%) and Chinese (21.9%; P = 0.008). In‐hospital mortality within 1‐year post‐index date was higher in patients with lower weight (P = 0.002), body mass index (P = 0.009), SBP (P < 0.001), DBP (P < 0.001), sodium (P < 0.001), eGFR (P < 0.001) and higher heart rate (P = 0.039), urea (P < 0.001), serum potassium (P = 0.038), serum creatinine (P < 0.001), and uric acid (P < 0.001). In‐hospital mortality within 1‐year post‐index date was also higher in patients with severe or end‐stage chronic kidney disease (CKD) compared with mild/moderate CKD (P < 0.001) and in patients with HF with reduced ejection fraction (HFrEF) compared with those with mid‐range or preserved ejection fraction (P < 0.001). The most commonly prescribed HF medications at discharge were loop diuretics (89.2%), β‐blockers (68.5%), mineralocorticoid receptor antagonists (56.2%), angiotensin‐converting enzyme inhibitors (31.5%), and angiotensin receptor blockers (20.8%). Conclusions This study provides a greater understanding of the characteristics, treatment patterns, and outcome of hospitalized HF patients in a leading referral centre in Malaysia and will aid the implementation of meaningful interventions to improve patient outcome for HF patients.
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Abstract
Lower extremity peripheral artery disease, or often simply called peripheral artery disease (PAD), is a common cardiovascular disease, as coronary artery disease is. Atherosclerotic disease of the arteries of the lower extremity, or arteriosclerosis obliterans, accounts for the vast majority of PAD today. Rest pain, nonhealing ulcers, and gangrenes associated with chronic ischemia (i.e., Fontaine stage III and IV or Rutherford category 4 to 6) are referred to as chronic limb-threatening ischemia (CLTI), formally called critical limb ischemia (CLI). This narrative review focuses on atherosclerotic PAD, especially CLTI, mainly highlighting its link with diabetes mellitus (DM). This article will first overview the clinical impact of DM in patients with symptomatic PAD and that of symptomatic PAD in patients with DM, followed by the clinical features of CLTI, which will be discussed from a viewpoint of its prognosis, patient profile, onset, and seasonality. DM poses a great clinical impact on CLTI, and vice versa. Patient profile appears different between DM patients complicated with CLTI and the general population with DM. Furthermore, although CLTI is pathologically rooted in atherosclerosis as is acute coronary syndrome (ACS), CLTI has considerably different clinical features compared with ACS. CLTI has an extremely poor prognosis even after revascularization, and there is ample room for improvement in terms of its prognosis. Some measures might be needed in healthcare and clinical settings before revascularization: e.g., DM control and regular ischemia risk evaluation before CLTI onset, proper diagnosis at CLTI onset, and prompt referral to a vascular specialist after CLTI onset, although its evidence is still scanty. Piling up evidence of patients with CLTI, by patients with CLTI, and for patients with CLTI is needed.
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Affiliation(s)
- Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Suita, Japan
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Demir S, Tutuncu M, Uzunkopru C, Gumus H, Sen S, Gunduz T, Dogan IG, Cinar BP, Incirli SU, Tutuncu M, Mavi K, Yuksel S, Togrol RE, Kocaman AS, Siva A. A comprehensive assessment of patient experience and disease-related awareness in multiple sclerosis: A questionnaire-based nation-wide survey in Turkey. Mult Scler Relat Disord 2021; 52:103005. [PMID: 34000682 DOI: 10.1016/j.msard.2021.103005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 04/22/2021] [Accepted: 04/29/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Comprehensive assessment of multiple sclerosis (MS) patients in terms of patient profile, clinical and disease-related factors has great epidemiological value. This study aimed to evaluate patient experience and disease-related awareness in MS patients through a nation-wide survey in Turkey Methods: A total of 1379 MS patients participated in this cross-sectional questionnaire survey conducted between November 2018 and December 2018. The online questionnaire form included items on sociodemographic, disease-related, first-admission, treatment and follow up characteristics as well as the disability status. RESULTS Patients were diagnosed at median 28.0 years of age, while the average time from admission to diagnosis and time from diagnosis to treatment were 1.2 years and 2.5 months, respectively. Neurology (45.4%) and ophthalmology (23.3%) were the most common clinics for the first admission, while numbness-weakness in lower and upper extremities (37.6%) and double vision-visual problems (30.6%) were the most common symptoms on initial admission. Treatment was initiated after the diagnosis in 1213(88.0%) patients, while 166 (12.0%) patients were treatment-naïve. Treatment discontinuation, treatment switch and use of alternative treatment methods were reported by 31.3%, 49.3% and 22.8% of patients, respectively. The ophthalmology admissions (with double vision or visual problems) were associated with the shortest time from presentation to diagnosis as compared with neurosurgery and internal medicine admissions (median 1.0 vs. 3.0 and 4.0 months, p<0.001). The neurology admissions (with numbness-weakness in extremities) were associated with more prompt (median 0.3 vs. 0.5 months, p=0.032) and more frequent onset of treatment after diagnosis (64.5% vs. 2.2% to 15.2%, p<0.001). Time from presentation to diagnosis was longer in patients aged >50 years (median 6.0 months vs. 2.0 months, p<0.001), in patients using alternative medicine (median 3.0 months vs. 1 month, p=0.001) and in patients admitted to a non-MS-center (median 3.0 months vs. 2.0 months, p=0.002). Median (min-max) age at diagnosis was significantly lower in patients with vs. without treatment discontinuation for any reason (26.0(10-56) vs. 29.0(3-60) years, p<0.001) and treatment switching (27.0(5-93) vs. 30.0(3-60) years, p<0.001). CONCLUSIONS In conclusion, our findings revealed higher likelihood of earlier diagnosis and earlier treatment in patients admitted to an MS-center and in those presenting with ocular problems and sensory-motor deficits, respectively. Our findings also emphasize the association of older patient age with higher likelihood of diagnostic delay, and increased likelihood of treatment discontinuation for any reason and/or treatment switching in case of older patient age, younger age at diagnosis and diagnostic delay. In this regard, our findings highlight the need for improved awareness among patients as well as clinicians on initial manifestations of MS to enable admission or referral to an MS-center and to prevent delay in diagnosis, particularly for onset symptoms other than ocular or sensory-motor characteristics.
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Affiliation(s)
- Serkan Demir
- Department of Neurology, University of Health Sciences Sehit Prof. Dr. Ilhan Varank Sancaktepe Research and Training Hospital, Istanbul, Turkey.
| | - Melih Tutuncu
- Department of Neurology, Istanbul University Cerrahpasa University Faculty of Medicine, Istanbul, Turkey.
| | - Cihat Uzunkopru
- Department of Neurology, Katip Celebi University Faculty of Medicine, Izmir, Turkey.
| | - Haluk Gumus
- Department of Neurology, Selcuk University Faculty of Medicine, Konya, Turkey.
| | - Sedat Sen
- Department of Neurology, Ondokuz Mayis University Faculty of Medicine, Samsun, Turkey.
| | - Tuncay Gunduz
- Department of Neurology Istanbul, University Istanbul Faculty of Medicine, Istanbul, Turkey.
| | - Ipek Gungor Dogan
- Department of Neurology, University of Health Sciences Sehit Prof. Dr. Ilhan Varank Sancaktepe Research and Training Hospital, Istanbul, Turkey.
| | - Bilge Piri Cinar
- Department of Neurology, Zonguldak Bulent Ecevit University Faculty of Medicine, Zonguldak, Turkey.
| | - Sila Usar Incirli
- Department of Neurology, Burhan Nalbantoglu State Hospital, Lefkosia, Northern Cyprus.
| | - Mesude Tutuncu
- Department of Neurology, University of Health Sciences Bakirkoy Mental Health and Neurology Training and Research Hospital, Istanbul, Turkey.
| | - Kamil Mavi
- Novartis Pharmaceuticals, Istanbul, Turkey.
| | | | - Rifat Erdem Togrol
- Department of Neurology, Sultan Abdulhamid Han Training and Research Hospital, Istanbul, Turkey.
| | - Ayse Sagduyu Kocaman
- Department of Neurology, Acibadem University Faculty of Medicine, Istanbul, Turkey.
| | - Aksel Siva
- Department of Neurology, Istanbul University Cerrahpasa University Faculty of Medicine, Istanbul, Turkey.
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González Astorga B, Salvà Ballabrera F, Aranda Aguilar E, Élez Fernández E, García-Alfonso P, González Flores E, Vera García R, Fernández Montes A, López Muñoz AM, Salud Salvia A. Patient profiles as an aim to optimize selection in the second line setting: the role of aflibercept. Clin Transl Oncol 2021; 23:1520-8. [PMID: 33630242 DOI: 10.1007/s12094-021-02568-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Accepted: 02/02/2021] [Indexed: 12/24/2022]
Abstract
Colorectal cancer is the second leading cause of cancer-related death worldwide. For metastatic colorectal cancer (mCRC) patients, it is recommended, as first-line treatment, chemotherapy (CT) based on doublet cytotoxic combinations of fluorouracil, leucovorin, and irinotecan (FOLFIRI) and fluorouracil, leucovorin, and oxaliplatin (FOLFOX). In addition to CT, biological (targeted agents) are indicated in the first-line treatment, unless contraindicated. In this context, most of mCRC patients are likely to progress and to change from first line to second line treatment when they develop resistance to first-line treatment options. It is in this second line setting where Aflibercept offers an alternative and effective therapeutic option, thought its specific mechanism of action for different patient’s profile: RAS mutant, RAS wild-type (wt), BRAF mutant, potentially resectable and elderly patients. In this paper, a panel of experienced oncologists specialized in the management of mCRC experts have reviewed and selected scientific evidence focused on Aflibercept as an alternative treatment.
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Yavari A, Rajabzadeh A, Abdali-Mohammadi F. Profile-based assessment of diseases affective factors using fuzzy association rule mining approach: A case study in heart diseases. J Biomed Inform 2021; 116:103695. [PMID: 33549658 DOI: 10.1016/j.jbi.2021.103695] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 12/15/2020] [Accepted: 02/01/2021] [Indexed: 10/22/2022]
Abstract
The existing data mining solutions to identify risk factors associated with diseases are burdened with quite a few shortcomings. They usually use crisp partitions for numerical features and also do not use patient-specific profiles. These shortcomings create limitations for solving real problems. Discretizing a numerical feature through crisp partitions can also generate substantial partitioning errors, particularly for features whose values are closer to crisp boundaries. Since the normal range of each numerical feature varies according to the age, gender, and medical conditions of the patients, then ignoring these differences can undermine the accuracy of the extracted itemsets and rules. This paper presents a profile-based fuzzy association rule mining (PB-FARM) approach for the assessment of risk factors highly correlated with diseases. The proposed approach has three phases. Phase I involves creating profiles for patients based on their age, gender, and medical conditions, to determine a normal range of each numerical feature. Then fuzzy partitioning is done for all features (namely, numerical and categorical), and consequently, a structure, called FirstScan, is created. In Phase II, the FirstScan structure is utilized to mine for large fuzzy k-itemsets. Ultimately, in Phase III, the given k-itemsets are employed to generate fuzzy rules for associations between risk factors and diseases. To evaluate the performance of the proposed method the Z-Alizadeh Sani coronary artery disease (CAD) dataset, containing 303 records and 54 features, was used. The results show a positive correlation between typical chest pain and old age with the incidence of CAD. The comparisons made in this study showed that, firstly, the proposed algorithm has a higher partitioning accuracy than other methods, and secondly, it has a reasonably short execution time.
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Affiliation(s)
- Ali Yavari
- Department of Electrical and Computer Engineering, Razi University, Kermanshah, Iran.
| | - Amir Rajabzadeh
- Department of Electrical and Computer Engineering, Razi University, Kermanshah, Iran.
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Fajnkuchen F, Delyfer MN, Conrath J, Baillif S, Mrejen S, Srour M, Bellamy JP, Dupas B, Lecleire-Collet A, Meillon C, Bonicel P, Hobeika M, Giocanti-Aurégan A. Expectations and fears of patients with diabetes and macular edema treated by intravitreal injections. Acta Diabetol 2020; 57:1081-1091. [PMID: 32274583 DOI: 10.1007/s00592-020-01513-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 03/06/2020] [Indexed: 01/19/2023]
Abstract
AIMS Clinical outcomes of diabetic macular edema (DME) have been widely described, but data on diabetic retinopathy perceptions by diabetes patients are limited. The aim of this survey was to explore the lived experience, knowledge, fears and expectations about disease, and treatment in patients with diabetes and macular edema treated with intravitreal injections (IVTI) and to characterize patient profiles. METHODS Cross-sectional survey including a preliminary qualitative phase (20 patients with DME, treated or treatment-naive, 5 female and 15 male, age 36-74 years) followed by a quantitative survey (116 patients treated with IVTI for DME). Data ASKIA Analyze (version 5.3.3.5) was used for descriptive statistics, and R software (version 3.4.1) for multiple correspondence analysis. RESULTS The qualitative phase identified the wording used by patients and information helpful to propose modalities of response in the quantitative phase. In the quantitative survey (116 patients, mean age 66.6 years), most patients were treated with anti-vascular endothelial growth factor. Overall, 71.9% reported that the disease negatively affected their daily activities and 33.1% considered that regular visits to the ophthalmologist were disrupting their life. Treatment expectations differed significantly between patients in terms of disease experience (visit and injection schedules), fears and feelings, and relationship with physicians, allowing three patient profiles to be identified: "Worried" patients (n = 45) felt isolated and were worried about the need for repeated treatment and possible side effects. They were mainly active men aged < 60 with type I diabetes (T1D) and DME diagnosed for > 2 years; "Curious" patients (n = 21) experienced insufficient support and requested more information on their disease and existing treatments. They were mainly single women aged 60-69 years; "Passive" patients (n = 50) felt sufficiently informed by their ophthalmologist and were not concerned by DME. They were older (mean age: 70 years) and mainly type 2 diabetic men. CONCLUSIONS Patients with diabetes and macular edema treated with IVTI form a heterogeneous group regarding fears and expectations. Different patient profiles were identified and need to be confirmed in larger studies. A better understanding of psychological profiles may optimize compliance of diabetic patients.
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Affiliation(s)
- Franck Fajnkuchen
- Ophthalmology Department, Hôpital Avicenne and University Paris 13, Bobigny, Paris, France
- Centre d'Imagerie et de Laser, 11 rue Antoine Bourdelle, 75015, Paris, France
| | - Marie-Noëlle Delyfer
- Department of Ophthalmology, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - John Conrath
- Centre Monticelli Paradis d'Ophtalmologie, Marseille, France
| | | | - Sarah Mrejen
- Centre d'Imagerie et de Laser, 11 rue Antoine Bourdelle, 75015, Paris, France
- Department of Ophthalmology, XV-XX Ophthalmology National Hospital Center, Paris, France
| | - Mayer Srour
- Department of Ophthalmology, Centre Hospitalier Intercommunal de Créteil, Université de Paris Est Créteil, Créteil, France
| | | | - Benedicte Dupas
- Ophthalmology Department, Hôpital Lariboisière, Université Paris 7, Paris, France
| | | | - Cyril Meillon
- Department of Ophthalmology, University Hospital, Dijon, France
| | - Pierre Bonicel
- Department of Ophthalmology, Orléans Hospital, Orléans, France
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Gethin G, Vellinga A, Tawfick W, O'Loughlin A, McIntosh C, Mac Gilchrist C, Murphy L, Ejiugwo M, O'Regan M, Cameron A, Ivory JD. The profile of patients with venous leg ulcers: A systematic review and global perspective. J Tissue Viability 2020; 30:78-88. [PMID: 32839066 DOI: 10.1016/j.jtv.2020.08.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 08/05/2020] [Accepted: 08/05/2020] [Indexed: 01/24/2023]
Abstract
BACKGROUND A holistic profile that includes demographic, medical history and wound characteristics of individuals with venous leg ulceration is lacking. Lack of such a profile negatively impacts the ability to develop interventions to improve patient outcomes. OBJECTIVES To describe the profile of the patient population with venous leg ulceration from published observational (non-interventional) studies and to identify gaps in the knowledge base for future research in this area. METHODS A systematic review of observational studies that included more than 50 patients, from any world region, of any age and in any care setting. RESULTS twenty studies, involving 3395 patients, from all world regions met our criteria. Demographic characteristics were well reported and showed a female to male ratio of 1.2:1, average age of 47-65 years, high levels of co-morbidities including hypertension (53-71%) and diabetes (16-20%), and only one study reporting ethnicity. When reported, approximately 4-30% had high levels of depression. The average wound size was 18.6-43.39 cm2; mean wound duration was 13.8-65.5 months, mean number of recurrences was four. No study reported on demographic factors plus medical history plus wound characteristics together. CONCLUSION a comprehensive, holistic profile of the population with VLU is lacking. There is a critical need for more comprehensive profiling to enable the development of targeted interventions to improve outcomes.
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Affiliation(s)
- G Gethin
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland.
| | - A Vellinga
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - W Tawfick
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - A O'Loughlin
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - C McIntosh
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - C Mac Gilchrist
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - L Murphy
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - M Ejiugwo
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - M O'Regan
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - A Cameron
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
| | - J D Ivory
- National University of Ireland, Galway, Ireland; Alliance for Research & Innovation in Wounds (ARIW), Ireland
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Ito Y, Van Schyndle J, Nishimura T, Sugitani T, Kimura T. Characteristics of Patients with Diabetes Initiating Sodium Glucose Co-transporter-2 Inhibitors (SGLT2i): Real-World Results from Three Administrative Databases in Japan. Diabetes Ther 2019; 10:549-562. [PMID: 30730037 PMCID: PMC6437244 DOI: 10.1007/s13300-019-0577-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION The aim of this study was to evaluate the characteristics of new users of sodium glucose co-transporter-2 inhibitors (SGLT2i) in comparison with those of new users of other oral antidiabetic drugs (OADs) using data retrieved from three administrative databases in Japan. METHODS This study included adult patients from each database who started an OAD between 2014 and 2017. Outpatients who started SGLT2i therapy were included in the SGLT2i cohort. The remaining outpatients were grouped according to the OAD class of their earliest initial prescription after no use of the index OAD during the 6-month pre-index period. Diabetes-related complications were evaluated using the Diabetes Complication Severity Index. RESULTS In total, 176,355 patients in the hospital-based administrative database (H-dataset), 98,361 in the pharmacy claims database (P-dataset) and 37,786 in the insurance claims database (I-dataset) were analyzed. In the H-dataset, SGLT2i users, compared with users of other OADs, tended to be younger (mean age at index: 57.7 vs. 60.3-69.2 years) and to have a higher prevalence of hypercholesterolemia (73.5 vs. 55.2-71.4%), a higher mean body weight (74.4 vs. 60.5-70.8 kg), a higher body mass index (27.6 vs. 23.5-26.4 kg/m2) and a higher glycated hemoglobin level (8.4 vs. 7.4-8.1%). There were no distinct differences in the prevalence of complications between SGLT2i users and users of other OADs in the H-dataset. Similar trends were noted in the other datasets. CONCLUSION Patients initiating SGLT2i therapy differed in several characteristics from new users of other OADs. SGLT2i were prescribed more frequently to younger patients, those at increased cardiovascular risk or those with poorer glycemic control. FUNDING Astellas Pharma Inc., Tokyo, Japan.
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Nakayama M, Inoue R. Implementation and Effect of a Novel Electronic Medical Record Format for Patient Allergy Information. Stud Health Technol Inform 2018; 247:51-55. [PMID: 29677921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Adverse drug events (ADEs) are critical. Approximately 10% of fatal ADEs are believed to be allergic reactions. Therefore, sharing patient allergy information is beneficial to medical staff members in avoiding potentially lethal complications. We previously performed a nationwide study of patient allergy information in Japanese hospitals. The report showed that most of the responding hospitals needed a standard format for reporting the information. To establish this, we implemented a novel format for recording patient allergy information into the hospital information system at Tohoku University Hospital; this format was created through vigorous discussion among medical staff members with a variety of specialties, including doctors, nurses, pharmacists, nutritionists, and medical safety managers. In this study, we followed the amount of inputted allergy information and the number of incidents involving medication after implementation. The amount of allergy information inputted increased slightly. Although incidents involving medication also increased slightly, ADEs due to allergy significantly decreased. We believe that our findings will be useful in helping to determine the optimal characteristics of drug allergy information and to improve the dissemination of information regarding potential allergens and subsequent ADEs.
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Affiliation(s)
- Masaharu Nakayama
- Medical Informatics, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Ryusuke Inoue
- Medical IT Center, Tohoku University Hospital, Miyagi, Japan
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