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Prevalence and risk factors of diabetes mellitus among elderly patients in the Lugu community 被引量:1
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作者 Li-Zhen Zhao Wei-Min Li Ying Ma 《World Journal of Diabetes》 SCIE 2024年第4期638-644,共7页
BACKGROUND Age is a significant risk factor of diabetes mellitus(DM).With the develop of population aging,the incidence of DM remains increasing.Understanding the epidemiology of DM among elderly individuals in a cert... BACKGROUND Age is a significant risk factor of diabetes mellitus(DM).With the develop of population aging,the incidence of DM remains increasing.Understanding the epidemiology of DM among elderly individuals in a certain area contributes to the DM interventions for the local elderly individuals with high risk of DM.AIM To explore the prevalence of DM among elderly individuals in the Lugu community and analyze the related risk factors to provide a valid scientific basis for the health management of elderly individuals.METHODS A total of 4816 elderly people who came to the community for physical examination were retrospectively analyzed.The prevalence of DM among the elderly was calculated.The individuals were divided into a DM group and a non-DM group according to the diagnosis of DM to compare the differences in diastolic blood pressure(DBP)and systolic blood pressure(SBP),fasting blood glucose,body mass index(BMI),waist-to-hip ratio(WHR)and incidence of hypertension(HT),coronary heart disease(CHD),and chronic kidney disease(CKD).RESULTS DM was diagnosed in 32.70%of the 4816 elderly people.The BMI of the DM group(25.16±3.35)was greater than that of the non-DM group(24.61±3.78).The WHR was 0.90±0.04 in the non-DM group and 0.90±0.03 in the DM group,with no significant difference.The left SBP and SBP in the DM group were 137.9 mmHg±11.92 mmHg and 69.95 mmHg±7.75 mmHg,respectively,while they were 126.6 mmHg±12.44 mmHg and 71.15 mmHg±12.55 mmHg,respectively,in the non-DM group.These findings indicate higher SBP and lower DBP in DM patients than in those without DM.In the DM group,1274 patients were diagnosed with HT,accounting for 80.89%.Among the 3241 non-DM patients,1743(53.78%)were hypertensive and 1498(46.22%)were nonhypertensive.The DM group had more cases of HT than did the non-DM group.There were more patients with CHD or CKD in the DM group than in the non-DM group.There were more patients who drank alcohol more frequently(≥3 times)in the DM group than in the non-DM group.CONCLUSION Older adults in the Lugu community are at a greater risk of DM.In elderly individuals,DM is closely related to high BMI and HT,CHD,and CKD.Physical examinations should be actively carried out for elderly people to determine their BMI,SBP,DBP,and other signs,and sufficient attention should be given to abnormalities in the above signs before further diagnosis. 展开更多
关键词 diabetes mellitus Type 2 diabetes mellitus ELDERLY risk factors
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Prevalence and Risk Factors of Stroke in Inpatients with Type 2 Diabetes Mellitus in China
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作者 Zuo-ling XIE Chen-chen WANG +3 位作者 Xi HUANG Zheng WANG Hai-yan SHANGGUAN Shao-hua WANG 《Current Medical Science》 SCIE CAS 2024年第4期698-706,共9页
Objective The prevalence and the cluster characteristics of risk factors of stroke were assessed in a Chinese diabetic population.Methods Clinical data of 30693 inpatients who were diagnosed with type 2 diabetes melli... Objective The prevalence and the cluster characteristics of risk factors of stroke were assessed in a Chinese diabetic population.Methods Clinical data of 30693 inpatients who were diagnosed with type 2 diabetes mellitus(T2DM)and admitted between 2013 and 2018 were retrospectively analyzed.The age-standardized prevalence of stroke was estimated using the 2010 Chinese population census data,and risk factors were analyzed by multiple imputation and regression.Results The crude and standardized prevalence rates of stroke in patients with T2DM were 34.4%and 21.5%,respectively,and 85.2%of the stroke patients had ischemic stroke.Nearly half of the patients who experienced stroke had clusters of more than 4 risk factors.Compared with no-risk-factor clustering,the risk of stroke significantly increased 3-4 times in the presence of more than 4 risk-factor clusters(P<0.001).Hypertension was the most common major risk factor for ischemic stroke[odds ratio(OR),2.34;95%confidence interval(CI),2.18-2.50]and hemorrhagic stroke(OR,3.68;95%CI 2.95-4.59;P<0.001).Moreover,a 1-standard-deviation increase in fasting blood glucose(FBG)was significantly negatively correlated with ischemic stroke risk,and the same change in FBG was significantly associated with an 8%increased risk of hemorrhagic stroke.Conclusion The prevalence of stroke in patients with T2DM is rather high,and the clustering of risk factors is associated with the development of stroke in T2DM patients.Risk factors differ in different stroke subtypes.Identifying risk factors for a specific high-risk group is necessary. 展开更多
关键词 type 2 diabetes mellitus STROKE PREVALENCE risk factor CLUSTER
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Prevalence of Microvascular Complications and Associated Risk Factors among Diabetes Mellitus Patients Attending Nyeri County Referral Hospital, Kenya: A Cross-Sectional Study
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作者 Rachael Ireri Gideon Kikuvi +1 位作者 Susan Mambo Betsy C. Rono Cheriro 《Open Journal of Epidemiology》 2024年第3期444-458,共15页
Microvascular complications are one of the major causes of morbidity and mortality worldwide among patients with diabetes mellitus (DM). More than 50% of Nyeri County Referral Hospital (NCRH) admissions result from no... Microvascular complications are one of the major causes of morbidity and mortality worldwide among patients with diabetes mellitus (DM). More than 50% of Nyeri County Referral Hospital (NCRH) admissions result from non-communicable diseases (NCDs) and over 55% of hospital deaths are attributable to NCDs. In Kenya, Nyeri County has the highest prevalence of diabetes mellitus compared to other counties. This study therefore sought to assess the prevalence of microvascular complications and the associated risk factors among patients attending Nyeri County Referral Hospital in Kenya. A hospital-based cross-sectional study was conducted on 314 DM patients on follow-up at NCRH from August 2022 to October 2022. Data were analyzed using STATA version 17. Univariate and multivariate logistic regression analyses are used to determine the risk factors associated with Microvascular complications of DM. Among the 314 participants with DM, 58% were females. The overall prevalence of Microvascular complications (MVCs) is 36.62%. Diabetic peripheral neuropathy was the most frequent complication (27.4%). Inadequate physical exercise was a risk factor for all MVCs. Age, marital status, and level of education were risk factors for neuropathy while smoking and alcohol intake were risk factors for nephropathy. Non-smokers were 98% less likely to have nephropathy (OR = 0.024;95% CI 0.003 - 0.145). The odds of those who exercise once weekly getting retinopathic complications reduced by 83% (OR = 0.18, 95% CI 0.049 - 0.398) compared to those who exercise daily. The findings highlight the implication of lifestyle factors in the development of MVCs among DM patients. Therefore, benefits of microvascular complications prevention should thus be factored into the management of patients with diabetes mellitus. 展开更多
关键词 diabetes mellitus Microvascular Complications risk factors RETINOPATHY NEUROPATHY NEPHROPATHY
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Modifiable factors mediating the effects of educational attainment on gestational diabetes mellitus: A two-step Mendelian randomization study
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作者 Ming-Yue Ma Ya-Song Zhao 《World Journal of Clinical Cases》 SCIE 2024年第26期5937-5945,共9页
BACKGROUND Although there is currently a wealth of evidence to indicate that maternal educational attainment is associated with gestational diabetes mellitus(GDM),the specific modifiable risk factors that mediate the ... BACKGROUND Although there is currently a wealth of evidence to indicate that maternal educational attainment is associated with gestational diabetes mellitus(GDM),the specific modifiable risk factors that mediate the causal relationship between these two variables have yet to be identified.AIM To identify the specific modifiable risk factors that mediate the causal relationship between the level of maternal education and GDM.METHODS Mendelian randomization(MR)was conducted using data from genome-wide association studies of European populations.We initially performed a two-sample MR analysis using data on genetic variants associated with the duration of education as instruments,and subsequently adopted a two-step MR approach using metabolic and lifestyle factors as mediators to examine the mechanisms underlying the relationship between the level of maternal education and risk of developing GDM.In addition,we calculated the proportions of total causal effects mediated by identified metabolic and lifestyle factors.RESULTS A genetically predicted higher educational attainment was found to be associated with a lower risk of developing GDM(OR:0.71,95%CI:0.60-0.84).Among the metabolic factors assessed,four emerged as potential mediators of the education-GDM association,which,ranked by mediated proportions,were as follows:Waist-to-hip-ratio(31.56%,95%CI:12.38%-50.70%),body mass index(19.20%,95%CI:12.03%-26.42%),high-density lipoprotein cholesterol(12.81%,95%CI:8.65%-17.05%),and apolipoprotein A-1(7.70%,95%CI:4.32%-11.05%).These findings proved to be robust to sensitivity analyses.CONCLUSION Our findings indicate a causal relationship between lower levels of maternal education and the risk of developing GDM can be partly explained by adverse metabolic profiles. 展开更多
关键词 Educational status Gestational diabetes mellitus METABOLISM Lifestyle factors Mendelian randomization analysis
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Diabetes mellitus and prostate cancer risk:A mendelian randomization analysis 被引量:1
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作者 Jian-Xu Yuan Qing Jiang Sheng-Jie Yu 《World Journal of Diabetes》 SCIE 2023年第12期1839-1848,共10页
BACKGROUND Some studies have directed towards an association between diabetes mellitus(DM)and prostate cancer(PCa);however,this specific relationship remains inconclusive.In recent years,Mendelian randomization(MR)has... BACKGROUND Some studies have directed towards an association between diabetes mellitus(DM)and prostate cancer(PCa);however,this specific relationship remains inconclusive.In recent years,Mendelian randomization(MR)has become a widely used analytical method for inferring epidemiological causes.AIM To investigated the potential relationship between DM and PCa using MR.METHODS We downloaded relevant data on"diabetes"and"PCa"from the IEU OpenGWAS project database,performed three different methods to conduct MR,and carried out sensitivity analysis for verification.RESULTS The results indicated that DM was an independent risk factor for PCa.The odds ratio(OR)values obtained using the inverse variance weighted method in this study were as follows:OR=1.018(95%confidence interval:1.004-1.032),P=0.014.CONCLUSION We found that DM could increase the incidence rate of PCa. 展开更多
关键词 Prostate cancer diabetes mellitus Mendelian randomization analysis risk factors Genome-wide association study
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Effects of vitamin D supplementation on glucose and lipid metabolism in patients with type 2 diabetes mellitus and risk factors for insulin resistance 被引量:1
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作者 Li-Jie Sun Ji-Xuan Lu +2 位作者 Xin-Yu Li Tian-Sheng Zheng Xiao-Rong Zhan 《World Journal of Diabetes》 SCIE 2023年第10期1514-1523,共10页
BACKGROUND Type 2 diabetes mellitus(T2DM)is a chronic metabolic disease featured by insulin resistance(IR)and decreased insulin secretion.Currently,vitamin D deficiency is found in most patients with T2DM,but the rela... BACKGROUND Type 2 diabetes mellitus(T2DM)is a chronic metabolic disease featured by insulin resistance(IR)and decreased insulin secretion.Currently,vitamin D deficiency is found in most patients with T2DM,but the relationship between vitamin D and IR in T2DM patients requires further investigation.AIM To explore the risk factors of IR and the effects of vitamin D supplementation on glucose and lipid metabolism in patients with T2DM.METHODS Clinical data of 162 T2DM patients treated in First Affiliated Hospital of Harbin Medical University between January 2019 and February 2022 were retrospectively analyzed.Based on the diagnostic criteria of IR,the patients were divided into a resistance group(n=100)and a non-resistance group(n=62).Subsequently,patients in the resistance group were subdivided to a conventional group(n=44)or a joint group(n=56)according to the treatment regimens.Logistic regression was carried out to analyze the risk factors of IR in T2DM patients.The changes in glucose and lipid metabolism indexes in T2DM patients with vitamin D deficiency were evaluated after the treatment.RESULTS Notable differences were observed in age and body mass index(BMI)between the resistance group and the non-resistance group(both P<0.05).The resistance group exhibited a lower 25-hydroxyvitamin D_(3)(25(OH)D_(3))level,as well as notably higher levels of 2-h postprandial blood glucose(2hPG),fasting blood glucose(FBG),and glycosylated hemoglobin(HbA1c)than the non-resistance group(all P<0.0001).Additionally,the resistance group demonstrated a higher triglyceride(TG)level but a lower high-density lipoprotein-cholesterol(HDL-C)level than the non-resistance group(all P<0.0001).The BMI,TG,HDL-C,25(OH)D_(3),2hPG,and HbA1c were found to be risk factors of IR.Moreover,the posttreatment changes in levels of 25(OH)D_(3),2hPG,FBG and HbA1c,as well as TG,total cholesterol,and HDL-C in the joint group were more significant than those in the conventional group(all P<0.05).CONCLUSION Patients with IR exhibit significant abnormalities in glucose and lipid metabolism parameters compared to the noninsulin resistant group.Logistic regression analysis revealed that 25(OH)D_(3)is an independent risk factor influencing IR.Supplementation of vitamin D has been shown to improve glucose and lipid metabolism in patients with IR and T2DM. 展开更多
关键词 Vitamin D Type 2 diabetes mellitus Glucose and lipid metabolism Insulin resistance risk factors
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Risk factors of concurrent urinary sepsis in patients with diabetes mellitus comorbid with upper urinary tract calculi
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作者 Jian-Jie Gou Chao Zhang +1 位作者 Hai-Song Han Hong-Wei Wu 《World Journal of Diabetes》 SCIE 2023年第9期1403-1411,共9页
BACKGROUND Urinary sepsis is frequently seen in patients with diabetes mellitus(DM)complicated with upper urinary tract calculi(UUTCs).Currently,the known risk factors of urinary sepsis are not uniform.AIM To analyze ... BACKGROUND Urinary sepsis is frequently seen in patients with diabetes mellitus(DM)complicated with upper urinary tract calculi(UUTCs).Currently,the known risk factors of urinary sepsis are not uniform.AIM To analyze the risk factors of concurrent urinary sepsis in patients with DM complicated with UUTCs by logistic regression.METHODS We retrospectively analyzed 384 patients with DM complicated with UUTCs treated in People’s Hospital of Jincheng between February 2018 and May 2022.The patients were screened according to the inclusion and exclusion criteria,and 204 patients were enrolled.The patients were assigned to an occurrence group(n=78)and a nonoccurrence group(n=126).Logistic regression was adopted to analyze the risk factors for urinary sepsis,and a risk prediction model was established.RESULTS Gender,age,history of lumbago and abdominal pain,operation time,urine leukocytes(U-LEU)and urine glucose(U-GLU)were independent risk factors for patients with concurrent urinary sepsis(P<0.05).Risk score=0.794×gender+0.941×age+0.901×history of lumbago and abdominal pain-1.071×operation time+1.972×U-LEU+1.541×U-GLU.The occurrence group had notably higher risk scores than the nonoccurrence group(P<0.0001).The area under the curve of risk score for forecasting concurrent urinary sepsis in patients was 0.801,with specificity of 73.07%,sensitivity of 79.36%and Youden index of 52.44%.CONCLUSION Sex,age,history of lumbar and abdominal pain,operation time,ULEU and UGLU are independent risk factors for urogenic sepsis in diabetic patients with UUTC. 展开更多
关键词 diabetes mellitus Upper urinary tract calculi Urinary sepsis risk factors risk prediction model Logistic regression Concurrent urinary sepsis
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Prevalence, Risk Factors, and Awareness of Chronic Kidney Disease among Diabetes Mellitus and Hypertensive Individuals at the Buea Regional Hospital, Cameroon
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作者 Patience Nformi Ndapkwi Elisabeth Zeuko’o Menkem +8 位作者 Oteh Njockawoh Mpey Eleonore Ngounou Woquan Sama Luma Watching Djakissam Erastus Nembo Nembu Jackson Seukep Armel Francis Désiré Bomba Taksinkou Denis Teuwafeu Fabrice Fekam Boyom 《Journal of Biosciences and Medicines》 2023年第4期260-277,共18页
Background: Kidney failure, cardiovascular disease, and early mortality are just a few of the major negative effects of chronic renal disease, a serious global health issue. The considerable financial and public healt... Background: Kidney failure, cardiovascular disease, and early mortality are just a few of the major negative effects of chronic renal disease, a serious global health issue. The considerable financial and public health burden associated with chronic kidney disease can be lessened by raising awareness and adopting better practices for its impact, prevention, and early identification. Objective: In this study, individuals with hypertension and diabetes were evaluated for their knowledge of chronic kidney disease, its prevalence, and its risk factors. Method: It was a hospital-based cross-sectional study conducted on adult (>18 years) patients with diabetes mellitus and hypertension. Each participant provided written informed consent before having their data collected through interviews, medical information, and blood samples for CKD screening. The CKD epidemiology collaboration (CKD-EPI) equation was used to calculate the glomerular filtration rate (GFR) from serum creatinine, and CKD was determined using the estimated GFR (e-GFR). To find independent CKD factors, multivariate logistic regression was employed, with a p-value of 0.05 being regarded as statistically significant. This was accomplished using SPSS (Statistical Program for Social Sciences) version 22.0, IBM Corp., Armonk, NY. Result: A total of 156 participants took part in the study among which 95 (60.9%) were male, most of the participants 82 (52.6%) were aged between 51 - 70 years (mean 59.42 ± 11.007), 76 (48.7%) were unemployed and 97 (62.2%) were single. Overall, the knowledge score of participants on CKD was 65.4% for good knowledge and 34.6% for poor or inadequate knowledge of CKD. More than half of the participants (60%) had chronic kidney disease. Among these, the greatest proportion of CKD patients were those who were hypertensive (88.2%) followed by those who were both hypertensive and diabetic (70.7%). Conclusion: There is poor management of CKD in the South West Region of Cameroon which has contributed greatly to the progression of CKD and increases in the mortality rate. 展开更多
关键词 Chronic Kidney Disease PREVALENCE risk factors HYPERTENSION diabetes mellitus
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Risk factors for new onset diabetes mellitus after liver transplantation: A meta-analysis 被引量:17
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作者 Da-Wei Li Tian-Fei Lu +4 位作者 Xiang-Wei Hua Hui-Juan Dai Xiao-Lan Cui Jian-Jian Zhang Qiang Xia 《World Journal of Gastroenterology》 SCIE CAS 2015年第20期6329-6340,共12页
AIM: To determine the risk factors for new-onset diabetes mellitus(NODM) after liver transplantation by conducting a systematic review and meta-analysis.METHODS: We electronically searched the databases of MEDLINE, EM... AIM: To determine the risk factors for new-onset diabetes mellitus(NODM) after liver transplantation by conducting a systematic review and meta-analysis.METHODS: We electronically searched the databases of MEDLINE, EMBASE and the Cochrane Library from January 1980 to December 2013 to identify relevant studies reporting risk factors for NODM after liver transplantation. Two authors independently assessed the trials for inclusion and extracted the data. Discrepancies were resolved in consultation with a third reviewer. All statistical analyses were performed with the Rev Man5.0 software(The Cochrane Collaboration, Oxford, United Kingdom). Pooled odds ratios(OR) or weighted mean differences(WMD) with 95% confidence intervals(CIs) were calculated using either a fixed effects or a random effects model, based on the presence(I2 < 50%) or absence(I2 > 50%) of significant heterogeneity. RESULTS: Twenty studies with 4580 patients were included in the meta-analysis, all of which were retrospective. The meta-analysis identified the following significant risk factors: hepatitis C virus(HCV) infection(OR = 2.68; 95%CI: 1.92-3.72); a family history of diabetes(OR = 1.69, 95%CI: 1.09-2.63, P < 0.00001); male gender(OR = 1.53; 95%CI: 1.24-1.90; P < 0.0001); impaired fasting glucose(IFG; OR = 3.27; 95%CI: 1.84-5.81; P < 0.0001); a family history of diabetes(OR = 1.69; 95%CI: 1.09-2.63; P = 0.02); use of tacrolimus(OR = 1.34; 95%CI: 1.03-1.76; P = 0.03) and body mass index(BMI)(WMD = 1.19, 95%CI: 0.69-1.68, P < 0.00001). Other factors, such as hepatitis B virus infection and alcoholism, were not found to be associated with the incidence of NODM.CONCLUSION: The study showed that HCV infection, IFG, a family history of diabetes, male gender, tacrolimus and BMI are risk factors for NODM after liver transplantation. 展开更多
关键词 diabetes mellitus META-analysis risk factor Liver TRANSPLANTATION HEPATITIS C virus
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Prevalence, risk factors, and BRAF mutation of colorectal sessile serrated lesions among Vietnamese patients 被引量:1
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作者 Nhu Thi Hanh Vu Huy Minh Le +4 位作者 Diem Thi-Ngoc Vo Hoang Anh Vu Nhan Quang Le Dung Dang Quy Ho Duc Trong Quach 《World Journal of Clinical Oncology》 2024年第2期290-301,共12页
BACKGROUND Sessile serrated lesions(SSLs)are considered precancerous colorectal lesions that should be detected and removed to prevent colorectal cancer.Previous studies in Vietnam mainly investigated the adenoma path... BACKGROUND Sessile serrated lesions(SSLs)are considered precancerous colorectal lesions that should be detected and removed to prevent colorectal cancer.Previous studies in Vietnam mainly investigated the adenoma pathway,with limited data on the serrated pathway.AIM To evaluate the prevalence,risk factors,and BRAF mutations of SSLs in the Vietnamese population.METHODS This is a cross-sectional study conducted on patients with lower gastrointestinal symptoms who underwent colonoscopy at a tertiary hospital in Vietnam.SSLs were diagnosed on histopathology according to the 2019 World Health Organi-zation classification.BRAF mutation analysis was performed using the Sanger DNA sequencing method.The multivariate logistic regression model was used to determine SSL-associated factors.RESULTS There were 2489 patients,with a mean age of 52.1±13.1 and a female-to-male ratio of 1:1.1.The prevalence of SSLs was 4.2%[95%confidence interval(CI):3.5-5.1].In the multivariate analysis,factors significantly associated with SSLs were age≥40[odds ratio(OR):3.303;95%CI:1.607-6.790],male sex(OR:2.032;95%CI:1.204-3.429),diabetes mellitus(OR:2.721;95%CI:1.551-4.772),and hypertension(OR:1.650,95%CI:1.045-2.605).The rate of BRAF mutations in SSLs was 35.5%.CONCLUSION The prevalence of SSLs was 4.2%.BRAF mutations were present in one-third of SSLs.Significant risk factors for SSLs included age≥40,male sex,diabetes mellitus,and hypertension. 展开更多
关键词 Colorectal cancer Sessile serrated lesion BRAF mutation risk factors diabetes mellitus Hypertension
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Risk Factors for Lower Extremity Amputation among Diabetic Patients with Diabetic Foot Gangrene in ATBUTH, Bauchi
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作者 Stephen Yusuf Shaphat Shuaibu Ibrahim +3 位作者 Abubakar Musa Yusuf Aliyu Salihu Friday Titus Nyako Ngwan David Wujika 《Open Journal of Orthopedics》 2024年第9期391-403,共13页
Background: Diabetic mellitus was described as an evolving global epidemic of the twenty-first century, due to the exponential rise in the number of people with the condition. Lower extremity amputation is one of the ... Background: Diabetic mellitus was described as an evolving global epidemic of the twenty-first century, due to the exponential rise in the number of people with the condition. Lower extremity amputation is one of the common complications of diabetes. With increase in the number of people with diabetes there will also be increase in the number of diabetics going for lower extremity amputation, increasing both the financial as well as psychologic burden of treatment. Methodology: A prospective cross-sectional study of all diabetic patients going for lower extremity amputation will be done. All the patients with advanced diabetic foot syndrome needing lower extremity amputation are enrolled (Wagener stage IV and V), both through the clinic and emergency center. Informed consent is obtained from the patient after which data are collected using a structured questionnaire. All the investigation results of the patients were also documented. Data collected are analyzed using the SPSS version 29. Chi-square and student t-test were used to measure significant relationship between the variables at 95% confident interval. Results: Within the period of study, which extends from 1st January 2022 to 1st of January 2024, a total of 171 patients were recruited. All diabetic patients with diabetic foot Wagener grade IV and V who presented to the clinic or emergency department were enrolled in the study. We found a significant relationship between gender, previous procedure on the affected limb or amputation of the contralateral limb, knowledge of foot care among diabetics and risk of amputation. There was, however, no statistically significant relationship between. There is no statistically significance relationship between the level of education, occupation, presence of co-morbidity with the risk of amputation among diabetic patients with foot syndrome. Conclusion: Previous lower limb procedure/amputation, male gender, paucity of knowledge on foot care, prolonged duration of the disease and method of treatment are important risk factors for the risk of amputation among diabetic patients with diabetic foot syndrome. 展开更多
关键词 diabetes mellitus Lower Limb AMPUTATION risk factors REHABILITATION
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Establishment and evaluation of a risk prediction model for gestational diabetes mellitus 被引量:1
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作者 Qing Lin Zhuan-Ji Fang 《World Journal of Diabetes》 SCIE 2023年第10期1541-1550,共10页
BACKGROUND Gestational diabetes mellitus(GDM)is a condition characterized by high blood sugar levels during pregnancy.The prevalence of GDM is on the rise globally,and this trend is particularly evident in China,which... BACKGROUND Gestational diabetes mellitus(GDM)is a condition characterized by high blood sugar levels during pregnancy.The prevalence of GDM is on the rise globally,and this trend is particularly evident in China,which has emerged as a significant issue impacting the well-being of expectant mothers and their fetuses.Identifying and addressing GDM in a timely manner is crucial for maintaining the health of both expectant mothers and their developing fetuses.Therefore,this study aims to establish a risk prediction model for GDM and explore the effects of serum ferritin,blood glucose,and body mass index(BMI)on the occurrence of GDM.AIM To develop a risk prediction model to analyze factors leading to GDM,and evaluate its efficiency for early prevention.METHODS The clinical data of 406 pregnant women who underwent routine prenatal examination in Fujian Maternity and Child Health Hospital from April 2020 to December 2022 were retrospectively analyzed.According to whether GDM occurred,they were divided into two groups to analyze the related factors affecting GDM.Then,according to the weight of the relevant risk factors,the training set and the verification set were divided at a ratio of 7:3.Subsequently,a risk prediction model was established using logistic regression and random forest models,and the model was evaluated and verified.RESULTS Pre-pregnancy BMI,previous history of GDM or macrosomia,hypertension,hemoglobin(Hb)level,triglyceride level,family history of diabetes,serum ferritin,and fasting blood glucose levels during early pregnancy were determined.These factors were found to have a significant impact on the development of GDM(P<0.05).According to the nomogram model’s prediction of GDM in pregnancy,the area under the curve(AUC)was determined to be 0.883[95%confidence interval(CI):0.846-0.921],and the sensitivity and specificity were 74.1%and 87.6%,respectively.The top five variables in the random forest model for predicting the occurrence of GDM were serum ferritin,fasting blood glucose in early pregnancy,pre-pregnancy BMI,Hb level and triglyceride level.The random forest model achieved an AUC of 0.950(95%CI:0.927-0.973),the sensitivity was 84.8%,and the specificity was 91.4%.The Delong test showed that the AUC value of the random forest model was higher than that of the decision tree model(P<0.05).CONCLUSION The random forest model is superior to the nomogram model in predicting the risk of GDM.This method is helpful for early diagnosis and appropriate intervention of GDM. 展开更多
关键词 Gestational diabetes mellitus Prediction model Model evaluation Random forest model NOMOGRAMS risk factor
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Diabetes mellitus: a “true” independent risk factor for hepatocellular carcinoma? 被引量:23
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作者 Gao, Chun Yao, Shu-Kun 《Hepatobiliary & Pancreatic Diseases International》 SCIE CAS 2009年第5期465-473,共9页
BACKGROUND:Diabetes mellitus(DM)is thought to be associated with an increased risk of hepatocellular carcinoma(HCC)in some published studies.However,can we draw the conclusion that DM is a'true'independent ris... BACKGROUND:Diabetes mellitus(DM)is thought to be associated with an increased risk of hepatocellular carcinoma(HCC)in some published studies.However,can we draw the conclusion that DM is a'true'independent risk factor for HCC based on these references? DATA SOURCES:MEDLINE and PubMed searches were conducted for published studies(between January 1966 and June 2009)to identify relevant articles using the keywords 'diabetes','insulin resistance'and'hepatocellular carcinoma',including'primary liver cancer'.Because of the very limited number of relevant articles most were reviewed. RESULTS:This systematic review was conducted from 4 aspects:(1)the significant synergy between DM,hepatitis virus infection,and heavy alcohol consumption in HCC; (2)the role of DM independently in HCC cases while other identified risk factors were controlled or excluded; (3)obesity,DM,and nonalcoholic fatty liver disease in HCC patients;and(4)the impact of DM for the prognosis or surgical treatment in HCC patients with DM.No consensus has been reached among these studies and it is too early to draw the conclusion that DM is a'true' independent risk factor for HCC. CONCLUSIONS:DM can be regarded as a risk factor for HCC.However,whether DM itself directly predisposes to HCC or whether it is a'true'independent risk factor remains unclear.Related issues should be clarified by more research. 展开更多
关键词 diabetes mellitus hepatocellular carcinoma risk factor
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Risk factors associated with retinal neovascularization of diabetic retinopathy in type 2 diabetes mellitus 被引量:16
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作者 Ze-Long Zhong Mei Han and Song Chen 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2011年第2期182-185,共4页
AIM: To evaluate the risk factors associated with retinal neovascularization of diabetic retinopathy in northern Chinese Han patients with type 2 diabetes mellitus (T2DM). METHODS: The clinical characteristics of 200 ... AIM: To evaluate the risk factors associated with retinal neovascularization of diabetic retinopathy in northern Chinese Han patients with type 2 diabetes mellitus (T2DM). METHODS: The clinical characteristics of 200 patients with proliferative diabetic retinopathy (PDR) and 100 age-matched healthy individuals were compared. The univariate and multivariate logistic regression analysis were performed in the patients with PDR. RESULTS: Fasting blood glucose (FBG), triglyceride (TG), total cholesterol (TC), blood urea nitrogen (BUN), uric acid (UA), white blood cell count (WBC), absolute neutrophil count, hematocrit (HCT) and mean platelet volume (MPV) and mean platelet volume (MPV) were all significantly higher in patients with PDR than in the control group (P<0.05). The univariate and multivariate logistic regression analysis showed that risk factors independently associated with retinal neovascularization of DR were duration of diabetes mellitus (OR=1.112; P=0.000), BUN (OR=1.277; P=0.000), smoking (OR=3.967; P=0.000) and MPV (OR=2.472; P=0.000). On the other hand, panretinal photocoagulation was associated with reduced risk of retinal neovascularization (OR=0.983; P=0.000). CONCLUSION: Preventing and controlling T2DM in terms of risk factors, including duration of diabetes, BUN, smoking and MPV, might offer novel approaches to prevent or delay the onset of retinal neovascularization in patients with PDR. 展开更多
关键词 diabetic retinopathy diabetes mellitus type 2 retinal neovascularization risk factors
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Risk factors for diabetic retinopathy in northern Chinese patients with type 2 diabetes mellitus 被引量:14
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作者 Zhi-Peng Yan Jing-Xue Ma 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2016年第8期1194-1199,共6页
AIM: To investigate the prevalence and risk factors of diabetic retinopathy (DR) in northern Chinese patients with type 2 diabetes mellitus (T2DM). METHODS: This retrospective cross-sectional study was performed betwe... AIM: To investigate the prevalence and risk factors of diabetic retinopathy (DR) in northern Chinese patients with type 2 diabetes mellitus (T2DM). METHODS: This retrospective cross-sectional study was performed between May 2011 and April 2012. A total of 1100 patients (male/female, 483/617) were included in this study. DR was defined following the Early Treatment Diabetic Retinopathy Study (ETDRS) severity scale. All included patients accepted a comprehensive ophthalmic examination including retinal photographs. Logistic regression models were used to estimate odds ratios (ORs) and 95% confidence interval (CI) after adjusting for age and gender. RESULTS: Retinopathy was present in 307 patients with a prevalence of 27.9%. In univariate logistic analysis, presence of DR was associated with longer duration of diabetes (OR, 5.70; 95% CI, 2.91-12.56), higher concentration of fasting blood glucose (OR, 12.94; 95% CI, 2.40-67.71), higher level of glycosylated hemoglobin HbA1c (OR, 5.50; 95% CI, 3.78-11.97) and insulin treatment (OR, 6.99; 95%Cl, 1.39-35.12). The lifestyle of patients with T2DM including smoking, alcohol consumption and regular exercise seemed not associated with the development of DR. CONCLUSION: Our study suggests that fasting serum glucose concentration, HbA1c level, duration of diabetes and insulin treatment are potential risk factors for DR in northern Chinese patients with T2DM, while the lifestyle of included patients seems not associated with DR. 展开更多
关键词 diabetic retinopathy type 2 diabetes mellitus risk factors LIFESTYLE
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Epidemiological characteristics and risk factors of diabetic retinopathy in type 2 diabetes mellitus in Shandong Peninsula of China 被引量:11
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作者 Zhao-Dong Du Li-Ting Hu +3 位作者 Gui-Qiu Zhao Yan Ma Zhan-Yu Zhou and Tao Jiang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2011年第2期202-206,共5页
AIM: To determine the epidemiological characteristics and estimate the risk factors of diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM) in Shandong Peninsula of China. METHODS: The cases of T... AIM: To determine the epidemiological characteristics and estimate the risk factors of diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM) in Shandong Peninsula of China. METHODS: The cases of T2DM admitted to Affiliated Hospital of Medical College of Qingdao University, Shandong Province, China, from January 2006 to December 2010 were retrospectively reviewed. The epidemiological characteristics of DR were estimated. The cases were divided into two groups according to degrees of retinopathy: non-DR group and DR group. Logistic regression analysis was used to study the related risk factors of DR. RESULTS: The prevalence of DR in patients with T2DM was 25.08% (834/3326). There was significant difference between the average age for men (59.08 +/- 15.43 years) and for women (62.92 +/- 18.19 years, P=0.0021). The majority of DR occurred in women (female: male ratio=1.76:1, P<0.0001). The incidence rate of DR in urban (489/834) was higher than that in rural area (345/834, P<0.0001). In 834 DR patients, the mean duration of T2DM was 8.90 +/- 4.15 years (range: 0-16 years); 440 people (52.76%) had received varying degrees of health education about prevention and primary care of DM; and 473 people (56.71%) suffered from other DM complications confirmed at the same time. In addition, the incidence rate of monocular (551/3326) and binocular retinopathy (283/3326) were statistically different (P<0.0001). Factors associated (p<0.05) with the presence of DR included old age, lower health educational level, intraocular surgery history, longer duration of T2DM, accompanying with other DM complications, no standard treatment procedure, lower body mass index (BMI) and higher fasting plasma glucose (FPG), glycated hemoglobin A(1)C (HbA(1)C), urine albumin (UA), total cholesterol (TC), low-density-lipoprotein cholesterol (LDL-C). The risk factors (P<0.05) independently associated with the presence of DR were: longer duration of T2DM, lower health educational level, higher FPG, higher UA, lower BMI and higher IC. CONCLUSION: DR is highly prevalent in the patients with T2DM in Shandong Peninsula of China. Besides blood glucose, many factors are associated with the present and development of DR. 展开更多
关键词 diabetic retinopathy type 2 diabetes mellitus risk factors
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Is diabetes mellitus a risk factor for pancreatic cancer? 被引量:3
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作者 Raffaele Pezzilli Nico Pagano 《World Journal of Gastroenterology》 SCIE CAS 2013年第30期4861-4866,共6页
The relationship between diabetes mellitus and the risk of pancreatic cancer has been a matter of study for a long period of time.The importance of this topic is due to two main causes:the possible use of recent onset... The relationship between diabetes mellitus and the risk of pancreatic cancer has been a matter of study for a long period of time.The importance of this topic is due to two main causes:the possible use of recent onset diabetes as a marker of the disease and,in particular,as a specific marker of pancreatic cancer,and the selection of a population at risk for pancreatic cancer.Thus,we decided to make an in-depth study of this topic;thus,we carried out an extensive literature search in order to re-assess the current knowledge on this topic.Even if diabetes is found a decade before the appearance of pancreatic cancer as reported in meta-analytic studies,we cannot select those patients already having non detectable pancreatic cancer,at least with the imaging and biological techniques available today.We believe that more studies are necessary in order to definitively identify diabetes mellitus as a risk factor for pancreatic cancer taking into consideration that approximately 10 years are needed to diagnose symptomatic pancreatic cancer.At present,the answer to the as to whether diabetes and pancreatic cancer comes first similar to the adage of the chicken and the egg is that diabetes is the egg. 展开更多
关键词 diabetes mellitus Obesity PANCREATIC NEOPLASMS risk factors Clinical studies
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Pre-existing diabetes mellitus increases the risk of gastric cancer:A meta-analysis 被引量:16
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作者 Jae Moon Yoon Ki Young Son +2 位作者 Chun Sick Eom Daniel Durrance Sang Min Park 《World Journal of Gastroenterology》 SCIE CAS 2013年第6期936-945,共10页
AIM:To systematically assess the association between diabetes and incidence of gastric cancer.METHODS:We searched MedLine (PubMed),EMBASE,and the Cochrane Library without any limitations with respect to publication da... AIM:To systematically assess the association between diabetes and incidence of gastric cancer.METHODS:We searched MedLine (PubMed),EMBASE,and the Cochrane Library without any limitations with respect to publication date or language,we also searched the references of qualifying articles.Casecontrol studies and cohort studies comparing the risk of gastric cancer between diabetic patients and control subjects were included.We excluded studies reporting only standardized incidence ratios without control groups and those that investigated only mortality but not incidence.Seventeen studies met our criteria,and the qualities of these studies were assessed using theNewcastle-Ottawa Quality Assessment Scale.We performed a meta-analysis of pre-existing diabetes and gastric cancer incidence using the DerSimonian-Laird method for random-effects.For subgroup analyses,we separated the studies by study type,region,sex and method to determine confounding factors and reliability.We also conducted subgroup analyses to examine the effects of smoking,Helicobacter pylori (H.pylori) infection,and cancer site.Publication bias was evaluated using Begg's test.RESULTS:A random-effects model meta-analysis showed an increased gastric cancer risk in diabetic patients [relative risk (RR)=1.19;95%CI:1.08-1.31].Subgroup analyses indicated that this result persisted in cohort studies (RR=1.20;95%CI:1.08-1.34),in studies on populations of both Western (RR=1.18;95%CI:1.03-1.36) and Eastern countries (RR=1.19;95%CI:1.02-1.38),in a female subgroup (RR=1.24;95%CI:1.01-1.52),and in highly qualified studies (RR=1.17;95%CI:1.05-1.31).Moreover,these results persisted when the analysis was confined to studies adjusted for well-known gastric cancer risk factors such as smoking (RR=1.17;95%CI:1.01-1.34) and H.pylori infection (RR=2.35;95%CI:1.24-4.46).CONCLUSION:Pre-existing diabetes mellitus may increase the risk of gastric cancer by approximately 19%.This effect seems to be unrelated to geographical region. 展开更多
关键词 Disease association diabetes mellitus GASTRIC cancer Incidence risk META-analysis
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Prevalence of High Non-high-density Lipoprotein Cholesterol and Associated Risk Factors in Patients with Diabetes Mellitus in Jilin Province,China:A Cross-sectional Study 被引量:1
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作者 HE Huan ZHEN Qing +10 位作者 LI Yong KOU Chang Gui TAO Yu Chun WANG Chang Joseph Sam Kanu LU Yu Ping YU Ming Xi ZHANG Hui Ping YU Ya Qin LI Bo LIU Ya Wen 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2016年第7期534-538,共5页
Dyslipidemia is a risk factor for cardiovascular diseases(CVDs)in patients with diabetes,and non-high-density lipoprotein cholesterol(non-HDL-C)is a better predictor of CVDs than low-density lipoprotein cholestero... Dyslipidemia is a risk factor for cardiovascular diseases(CVDs)in patients with diabetes,and non-high-density lipoprotein cholesterol(non-HDL-C)is a better predictor of CVDs than low-density lipoprotein cholesterol(LDL-C)in patients with diabetes.Therefore,we aimed to investigate the distribution of non-HDL-C and the prevalence of high non-HDL-C level in Chinese patients with diabetes mellitus and identify the 展开更多
关键词 HDL Prevalence of High Non-high-density Lipoprotein Cholesterol and Associated risk factors in Patients with diabetes mellitus in Jilin Province China HIGH
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Holistic Evaluation of the Morbidity Due to Diabetes Mellitus Type 2 and Its Main Risk Factors in the State of San Luis Potosi, Mexico
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作者 Gaytán-Hernández Darío Domínguez-Cortinas Gabriela +1 位作者 Mejía-Saavedra José de Jesús Márquez-Mireles Leonardo Ernesto 《Journal of Diabetes Mellitus》 2015年第1期36-47,共12页
Objective: To evaluate the morbidity due to diabetes mellitus type 2 within the State of San Luis Potosí, México, through a strong methodology, through which the multivariate relations were identified of the... Objective: To evaluate the morbidity due to diabetes mellitus type 2 within the State of San Luis Potosí, México, through a strong methodology, through which the multivariate relations were identified of the main social and environmental determiners in the disease, thus managing to quantify their respective levels of responsibility. Material and Methods: This evaluation began as a hypothesis of a multicasual theoretical model on diabetes mellitus and its main determining factors, which was analyzed through the application of multivariate exploratory statistical methodologies and confirmed as it is the case of the principal components analysis and the structural equation models. Results: Three components were extracted that explain the 96% of the total variance of the indicators;the main risk factors which were identified in the first component were, the use of the car, age, homes with TV use, urban life and feminine population;the indicators from the second and third component have little influence in the impact of the disease. Conclusions: the study shows the usefulness of the model for the analysis and prioritization of the environmental and social determiners of the disease, information that could sustain the design of public guidelines for the prevention and control of the analyzed disease. 展开更多
关键词 diabetes mellitus risk factors MULTIVARIATE analysis
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