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1.
Ann Intern Med ; 135(9): 825-34, 2001 Nov 06.
Artículo en Inglés | MEDLINE | ID: mdl-11694107

RESUMEN

Medicine has traditionally focused on relieving patient symptoms. However, in developed countries, maintaining good health increasingly involves management of such problems as hypertension, dyslipidemia, and diabetes, which often have no symptoms. Moreover, abnormal blood pressure, lipid, and glucose values are generally sufficient to warrant treatment without further diagnostic maneuvers. Limitations in managing such problems are often due to clinical inertia-failure of health care providers to initiate or intensify therapy when indicated. Clinical inertia is due to at least three problems: overestimation of care provided; use of "soft" reasons to avoid intensification of therapy; and lack of education, training, and practice organization aimed at achieving therapeutic goals. Strategies to overcome clinical inertia must focus on medical students, residents, and practicing physicians. Revised education programs should lead to assimilation of three concepts: the benefits of treating to therapeutic targets, the practical complexity of treating to target for different disorders, and the need to structure routine practice to facilitate effective management of disorders for which resolution of patient symptoms is not sufficient to guide care. Physicians will need to build into their practice a system of reminders and performance feedback to ensure necessary care.


Asunto(s)
Competencia Clínica/normas , Atención al Paciente/normas , Enfermedad Crónica , Protocolos Clínicos , Diabetes Mellitus/terapia , Educación Médica Continua , Adhesión a Directriz , Conocimientos, Actitudes y Práctica en Salud , Humanos , Hiperlipidemias/terapia , Hipertensión/terapia , Cooperación del Paciente , Médicos/normas , Guías de Práctica Clínica como Asunto , Administración de la Práctica Médica/normas
2.
Arch Intern Med ; 161(13): 1653-9, 2001 Jul 09.
Artículo en Inglés | MEDLINE | ID: mdl-11434798

RESUMEN

BACKGROUND: Although hypoglycemia is the most common complication of intensive diabetes therapy, there is little information about risk factors for hypoglycemia in patients with type 2 diabetes mellitus. OBJECTIVE: To determine the prevalence and predisposing factors for hypoglycemia in patients with type 2 diabetes. METHODS: Retrospective, cross-sectional analysis set in an outpatient specialty diabetes clinic. We included those patients who had baseline and follow-up visits from April 1 through October 31, 1999. Hypoglycemia was defined as typical symptoms relieved by eating, and/or blood glucose level of less than 60 mg/dL (<3.3 mmol/L). Univariate and multivariate logistic regression were used to determine the contributions to hypoglycemia of age, sex, diabetes duration, body mass index (calculated as weight in kilograms divided by the square of height in meters), fasting plasma glucose level, glycosylated hemoglobin (HbA(1c)) level, type of therapy, and previous episodes at the follow-up visit. RESULTS: We studied 1055 patients. Prevalence of hypoglycemic symptoms was 12% (9/76) for patients treated with diet alone, 16% (56/346) for those using oral agents alone, and 30% (193/633) for those using any insulin (P<.001). Severe hypoglycemia occurred in only 5 patients (0.5%), all using insulin. Multiple logistic regression analysis demonstrated that insulin therapy, lower HbA(1c) level at follow-up, younger age, and report of hypoglycemia at the baseline visit were independently associated with increased prevalence of hypoglycemia. There were no significant predictors of severe hypoglycemia. CONCLUSIONS: Mild hypoglycemia is common in patients with type 2 diabetes undergoing aggressive diabetes management, but severe hypoglycemia is rare. Concerns about hypoglycemia should not deter efforts to achieve tight glycemic control in most patients with type 2 diabetes.


Asunto(s)
Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/terapia , Dieta para Diabéticos , Hipoglucemia/etiología , Hipoglucemiantes/efectos adversos , Glucemia , Índice de Masa Corporal , Estudios Transversales , Femenino , Georgia/epidemiología , Hemoglobina Glucada , Humanos , Hipoglucemia/epidemiología , Modelos Logísticos , Masculino , Persona de Mediana Edad , Prevalencia , Estudios Retrospectivos , Factores de Riesgo
3.
Arch Intern Med ; 161(10): 1295-300, 2001 May 28.
Artículo en Inglés | MEDLINE | ID: mdl-11371257

RESUMEN

BACKGROUND: It is commonly believed that good glycemic control is hard to achieve in patients with diabetes mellitus and concurrent chronic illnesses. OBJECTIVE: To determine the impact of comorbidity on glycemic control at presentation and subsequent follow-up in patients with type 2 diabetes. METHODS: We studied 654 consecutive patients who presented to a diabetes clinic in 1997. Comorbidity was rated using the Chronic Disease Score (CDS) index, which is a validated, weighted score that takes into account the patient's age, sex, and classes of medications. Univariate and multivariate linear regressions were used to determine the contribution of age, body mass index (calculated as weight in kilograms divided by the square of height in meters), diabetes duration, type of therapy, and CDS to initial hemoglobin A(1c) (HbA(1c)) level. A similar analysis was performed for the 169 patients with follow-up HbA(1c) levels 6 months after presentation. RESULTS: Patients were 90% African American, and 66% female, with average age of 53 years. Average diabetes duration was 5 years; body mass index, 33; HbA(1c) level, 8.8%; and CDS, 1121 (range, 232-7953). At presentation, patients with higher CDSs tended to be older and to have a lower HbA(1c) level, but multivariate linear regression showed that receiving pharmacological therapy, younger age, and having a lower C-peptide level were the only significant contributors to HbA(1c) level. In the 169 follow-up patients, presenting characteristics were not significantly different from those of the full cohort: average initial HbA(1c) level was 8.8%; CDS, 1073. Their HbA(1c) level at 6 months averaged 7.5% and the CDS had no significant impact on their follow-up HbA(1c) level. CONCLUSION: Comorbidity does not appear to limit achievement of good glycemic control in patients with type 2 diabetes.


Asunto(s)
Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/epidemiología , Hemoglobina Glucada/análisis , Hipoglucemiantes/uso terapéutico , Distribución por Edad , Glucemia/análisis , Enfermedades Cardiovasculares/epidemiología , Enfermedad Crónica , Comorbilidad , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/metabolismo , Angiopatías Diabéticas/epidemiología , Neuropatías Diabéticas/epidemiología , Femenino , Estudios de Seguimiento , Enfermedades Gastrointestinales/epidemiología , Humanos , Infecciones/epidemiología , Modelos Lineales , Masculino , Persona de Mediana Edad , Análisis Multivariante , Obesidad/epidemiología , Prevalencia , Medición de Riesgo , Sensibilidad y Especificidad , Distribución por Sexo , Estadísticas no Paramétricas
4.
Diabetes Care ; 24(2): 209-15, 2001 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-11213867

RESUMEN

OBJECTIVE: HbA1c levels can be reduced in populations of diabetic patients, but some individuals may exhibit little improvement. To search for reasons underlying differences in HbA1c outcome, we analyzed patients managed in an outpatient diabetes clinic. RESEARCH DESIGN AND METHODS: African-Americans with type 2 diabetes were categorized as responders, intermediate responders or poor responders according to their HbA1c level after 1 year of care. Logistical regression was used to determine baseline characteristics that distinguished poor responders from responders. Therapeutic strategies were examined for each of the response categories. RESULTS: The 447 patients had a mean age and disease duration of 58 and 5 years, respectively, and BMI of 32 kg/m2. Overall, the mean HbA1c level fell from 9.6 to 8.1% after 12 months. Mean HbA1c levels improved from 8.8 to 6.2% in responders, and from 9.5 to 7.9% in intermediate responders. In poor responders, the average HbA1c level was 10.8% on presentation and 10.9% at 1 year. The odds of being a poor responder were significantly increased with longer disease duration, higher initial HbA1c level, and greater BMI. Although doses of oral agents and insulin were significantly higher among poor responders at most visits, the acceleration of insulin therapy did not occur until late in the follow-up period. CONCLUSIONS: Clinical diabetes programs need to devise methods to identify patients who are at risk for persistent hyperglycemia. Whereas patient characteristics explain some heterogeneity of HbA1c outcome (and may aid in earlier identification of patients who potentially may not respond to conventional treatment), insufficient intensification of therapy may also be a component underlying the failure to achieve glycemic goals.


Asunto(s)
Atención Ambulatoria , Población Negra , Diabetes Mellitus Tipo 2/terapia , Resultado del Tratamiento , Población Urbana , Adulto , Anciano , Presión Sanguínea , Índice de Masa Corporal , Péptido C/sangre , Colesterol/sangre , Diabetes Mellitus Tipo 2/sangre , Dieta , Femenino , Hemoglobina Glucada/análisis , Humanos , Hipoglucemiantes/administración & dosificación , Hipoglucemiantes/uso terapéutico , Insulina/administración & dosificación , Insulina/uso terapéutico , Modelos Logísticos , Masculino , Persona de Mediana Edad , Compuestos de Sulfonilurea/uso terapéutico , Triglicéridos/sangre
5.
Diabetes Care ; 23(6): 820-5, 2000 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-10841003

RESUMEN

OBJECTIVE: To develop a prediction rule that will identify patients who will require pharmacological therapy within 6 months of first presentation to a diabetes clinic. RESEARCH DESIGN AND METHODS: Among the patients who came to the Grady Diabetes Clinic between 1991 and 1997, we randomized 557 frequent attenders to a development group and 520 frequent attenders to a validation group. Using multiple logistical regression, we derived a prediction rule in the development group to project whether patients would require pharmacological intervention to achieve HbA1c levels <7% after 6 months. The utility of the prediction rule was then confirmed in the validation group and tested prospectively on an additional group of 93 patients who presented from 1997 to 1998. Performance of the prediction rule was assessed using receiver operating characteristic (ROC) curves. RESULTS: The rule (-4.469 + 1.932 x sulfonylurea Rx + 1.334 x insulin Rx + 0.196 x duration + 0.468 x fasting glucose, where "Rx" indicates a prescription) predicted the need for pharmacological intervention in the development group (P < 0.0001). Use of insulin or sulfonylurea therapy at presentation, duration of diabetes, and fasting glucose levels were significant predictors of the future need for pharmacological management. The prediction rule also performed well in the validation group (positive predictive value 90%, correlation between predicted and observed need for medical management 0.99). ROC curves confirmed the value of the prediction rule (area under the curves was 0.91 for the development group, 0.85 for the validation group, and 0.81 for the prospective group). CONCLUSIONS: Early identification of individuals who will require pharmacological intervention to achieve national standards for glycemic control can be achieved with high probability, thus allowing for more efficient management of diabetes.


Asunto(s)
Negro o Afroamericano , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Hipoglucemiantes/uso terapéutico , Población Urbana/estadística & datos numéricos , Población Negra , Georgia/epidemiología , Humanos , Insulina/uso terapéutico , Persona de Mediana Edad , Oportunidad Relativa , Probabilidad , Pronóstico , Curva ROC , Reproducibilidad de los Resultados , Compuestos de Sulfonilurea/uso terapéutico , Factores de Tiempo
6.
Diabetes Care ; 23(3): 319-24, 2000 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-10868858

RESUMEN

OBJECTIVE: To analyze lipid profiles from a large sample of African-American patients with type 2 diabetes who receive care at an urban outpatient diabetes clinic. RESEARCH DESIGN AND METHODS: Fasting serum lipid profiles of 4,014 African-Americans and 328 Caucasians with type 2 diabetes were retrieved from a computerized registry. American Diabetes Association criteria were applied to classify LDL cholesterol, HDL cholesterol, and triglyceride (TG) levels into risk categories. The proportion of patients who had none, one, two, and three lipoprotein concentrations outside of recommended clinical targets was examined. Multiple logistical regression analyses were performed to determine the influence of sex and race on the probability of having a lipid level outside of the recommended target. RESULTS: The percentages of African-Americans with high-, borderline-, and low-risk LDL cholesterol concentrations were 58, 26, and 16%, respectively, and the percentages for Caucasians were 54, 29, and 16%, respectively (P = 0.51). For HDL cholesterol, 41, 33, and 26% of African-Americans were in the high-, borderline-, and low-risk categories, respectively, compared with 73, 18, and 9% of Caucasians, respectively (P < 0.0001). Nearly 81% of African-Americans had TG concentrations that were in the low-risk category compared with only 50% of Caucasians. More women than men had high-risk LDL and HDL cholesterol profiles. The most common pattern of dyslipidemia was an LDL cholesterol level above target combined with an HDL cholesterol level below target, which was detected in nearly 50% of African-Americans and 42% of Caucasians. African-Americans had lower odds of having an HDL cholesterol or TG level outside of target. African-American women, compared to men, had greater probabilities of having abnormal levels of LDL and HDL, but a lower likelihood of having a TG level above goal. CONCLUSIONS: In a large sample of urban type 2 diabetic patients receiving care at a diabetes treatment program, race and sex differences in serum lipid profiles were present. Because hypertriglyceridemia was rare among African-American subjects, interventions will need to focus primarily on improving their LDL and HDL cholesterol levels. Further studies are required regarding how to best adapt these observed differences into more effective strategies to optimize lipid levels for this population of diabetic patients and to determine whether similar patterns of dyslipidemia occur in other clinical settings.


Asunto(s)
Población Negra , Diabetes Mellitus Tipo 2/complicaciones , Hiperlipidemias/complicaciones , Hiperlipidemias/epidemiología , Negro o Afroamericano , Glucemia/análisis , Colesterol/sangre , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Comparación Transcultural , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/epidemiología , Femenino , Georgia/epidemiología , Hemoglobina Glucada/análisis , Humanos , Hiperlipidemias/sangre , Masculino , Persona de Mediana Edad , Factores de Riesgo , Factores Sexuales , Triglicéridos/sangre , Población Urbana , Población Blanca
7.
Diabetes Care ; 22(10): 1617-20, 1999 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-10526724

RESUMEN

OBJECTIVE: To determine whether health care providers appropriately identify patients with poor glycemic control and to investigate reasons why providers may fail to intensify therapy in these patients. RESEARCH DESIGN AND METHODS: Our management protocol calls for providers to advance diabetes therapy in patients with fasting plasma glucose levels > 7.8 mmol/l or random plasma glucose levels > 10.0 mmol/l. During a 3-month period, providers completed a questionnaire at the end of individual patient visits by asking whether the patient was well controlled and whether therapy was advanced. If therapy was not advanced in patients perceived to have poor control, providers were asked to provide a justification. RESULTS: Providers appropriately identified 88% of well-controlled patients and 94% of patients with poor glycemic control. Out of 1,144 patient visits, control was reported to be good in 508 and poor in 636. In these 636 visits, therapy was advanced in 490 but not in 146 visits. The dominant reasons for failure to intensify therapy were the perception by the provider that control was improving (34%) or the belief that the patient was not compliant with diet or medications (25%). Less common reasons included acute illness, patient refusal, and recurrent hypoglycemia. Based on fasting glucose levels, protocol adherence was 55% before the questionnaire, 64% during the questionnaire (P = 0.006), and 63% afterwards. CONCLUSIONS: Providers in a specialty diabetes clinic appropriately classified patients according to glycemic control and tended to intensify therapy when indicated in most poorly controlled patients. Provider self-survey of behavior and decision making may be an effective strategy to improve adherence to management protocols.


Asunto(s)
Negro o Afroamericano , Glucemia/metabolismo , Diabetes Mellitus/sangre , Diabetes Mellitus/terapia , Relaciones Médico-Paciente , Población Urbana/estadística & datos numéricos , Población Negra , Diabetes Mellitus/psicología , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/terapia , Dieta para Diabéticos , Ayuno , Femenino , Georgia , Humanos , Hipoglucemiantes/uso terapéutico , Insulina/uso terapéutico , Masculino , Persona de Mediana Edad , Negativa del Paciente al Tratamiento
8.
Diabetes Care ; 22(9): 1415-21, 1999 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-10480502

RESUMEN

OBJECTIVE: To assess the impact of rapid-turnaround HbA1c results on providers' clinical decision-making and on follow-up HbA1c levels. RESEARCH DESIGN AND METHODS: The research design was a randomized clinical trial in which rapid HbA1c results were made available to providers on even days of the month (rapid, n = 575), but delayed by 24 h on odd days (conventional, n = 563). Adjustment of therapy for patients with type 2 diabetes was considered appropriate if therapy was intensified for HbA1c values >7% or not intensified for HbA1c values < or =7%. A post-hoc analysis was also performed using patients (n = 574) who returned for follow-up 2-7 months later to ascertain the effect of rapid HbA1c availability on subsequent glycemic control. RESULTS: Rapid HbA1c availability resulted in more appropriate management compared with conventional HbA1c availability (79 vs. 71%, P = 0.003). This difference was due mainly to less frequent intensification when HbA1c levels were < or =7% (10 vs. 22%, P < 0.0001) and slightly to more frequent intensification for patients with HbA1c values >7% (67 vs. 63%, P = 0.33). For both groups, intensification was greatest for patients on insulin (51%) compared with patients on oral agents (35%) and diet alone (14%) (P < 0.0001). Regression analysis confirmed that providers receiving conventional HbA1c results were more likely to intensify therapy in patients who already had HbA1c levels < or =7%. Over 2-7 months of follow-up, HbA1c rose more in patients with conventional HbA1c results compared with rapid results (0.8 vs. 0.4%, P = 0.02). In patients with initial HbA1c >7%, rapid HbA1c results had a favorable impact on follow-up HbA1c independent of the decision to intensify therapy (P = 0.03). CONCLUSIONS: Availability of rapid HbA1c determinations appears to facilitate diabetes management. The more favorable follow-up HbA1c profile in the rapid HbA1c group occurs independently of the decision to intensify therapy, suggesting the involvement of other factors such as enhanced provider and/or patient motivation.


Asunto(s)
Población Negra/genética , Toma de Decisiones , Diabetes Mellitus Tipo 2/diagnóstico , Hemoglobina Glucada/metabolismo , Diabetes Mellitus Tipo 2/fisiopatología , Diabetes Mellitus Tipo 2/terapia , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Análisis de Regresión , Factores de Tiempo , Salud Urbana
9.
Diabetes Care ; 22(9): 1494-500, 1999 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-10480515

RESUMEN

OBJECTIVE: Diabetes care can be limited by clinical inertia-failure of the provider to intensify therapy when glucose levels are high. Although disease management programs have been proposed as a means to improve diabetes care, there are few studies examining their effectiveness in patient populations that have traditionally been underserved. We examined the impact of our management program in the Grady Diabetes Unit, which provides care primarily to urban African-American patients with type 2 diabetes. RESEARCH DESIGN AND METHODS: We assessed glycemic outcomes in patients with type 2 diabetes who had an intake evaluation between 1992 and 1996 and who were identified on the basis of compliance with keeping the recommended number of return visits. For 698 patients, we analyzed changes in HbA1c values between baseline and follow-up visits at 6 and 12 months, and the proportion of patients achieving a target value of < or =7.0% at 12 months. Since a greater emphasis on therapeutic intensification began in 1995, we also compared HbA1c values and clinical management in 1995-1996 with that of 1992-1994. RESULTS: HbA1c averaged 9.3% on presentation. After 12 months of care, HbA1c values averaged 8.2, 8.4, 8.5, 7.7, and 7.3% for the 1992-1996 cohorts, respectively, and were significantly lower compared with values on presentation (P < 0.0025); the average fall in HbA1c was 1.4%. The percentage of patients achieving a target HbA1c < or =7.0% improved progressively from 1993 to 1996, with 57% of the patients attaining this goal in 1996. Mean HbA1c after 12 months was 7.6% in 1995-1996, significantly improved over the level of 8.4% in 1992-1994 (P < 0.0001). HbA1c levels after 12 months of care were lower in 1995-1996 versus 1992-1994, whether patients were managed with diet alone, oral agents, or insulin (P < 0.02). Improved HbA1c in 1995-1996 versus 1992-1994 was associated with increased use of pharmacologic therapy CONCLUSIONS: Structured programs can improve glycemic control in urban African-Americans with diabetes. Self-examination of performance focused on overcoming clinical inertia is essential to progressive upgrading of care.


Asunto(s)
Población Negra/genética , Glucemia/metabolismo , Diabetes Mellitus Tipo 2/terapia , Índice de Masa Corporal , Diabetes Mellitus Tipo 2/genética , Femenino , Hemoglobina Glucada/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Sistema de Registros , Estudios Retrospectivos , Resultado del Tratamiento , Salud Urbana
10.
Am J Epidemiol ; 149(1): 55-63, 1999 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-9883794

RESUMEN

The pathogenesis, treatment, and outcomes of type 1 and type 2 diabetes differ. Current surveys derive population-based estimates of diabetes prevalence by type using limited clinical information and applying classification rules developed in white populations. How well these rules perform when deriving similar estimates in African American populations is unknown. For this study, data were collected on a group of African Americans with diabetes who enrolled at the Diabetes Unit of Grady Memorial Hospital in Atlanta, Georgia, from April 16, 1991, to November 1, 1996. The data were used to develop some simple classification rules for African Americans based on a classification tree and a logistic regression model. Sensitivities and specificities, in which fasting C-peptide was used as the gold standard, were determined for these rules and for two current rules developed in mostly white, non-Hispanic populations. Rules that yielded precise (minimum variance unbiased) estimates of the prevalence of type 1 diabetes were preferred. The authors found that a rule based on the logistic regression model was best for estimating type 1 prevalences ranging from 1% to 17%. They concluded that simple classification rules can be used to estimate prevalence of diabetes by type in African American populations and that the optimal rule differs somewhat from the current rules.


Asunto(s)
Población Negra , Diabetes Mellitus Tipo 1/epidemiología , Diabetes Mellitus Tipo 2/epidemiología , Adulto , Anciano , Péptido C/análisis , Diabetes Mellitus Tipo 1/clasificación , Diabetes Mellitus Tipo 2/clasificación , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Prevalencia
12.
Diabetes Care ; 21(4): 501-5, 1998 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-9571331

RESUMEN

OBJECTIVE: African-Americans have an increased prevalence of both diabetes and diabetes complications, creating an imperative for improved metabolic control. Because American Diabetes Association guidelines recommend that action be taken when HbA1c is > 8.0%, but access to rapid-turnaround HbA1c assays remains limited, we tested the utility of fasting and random plasma glucose cutoffs as indicators of HbA1c > 8.0%. RESEARCH DESIGN AND METHODS: Using receiver operating characteristics (ROC) analysis, we evaluated the sensitivity, specificity, and predictive value of fasting and random plasma glucose measurements in identifying an HbA1c > 8.0% (fasting n = 974, random n = 552). The population studied was predominantly African-American, middle-aged, and non-insulin-dependent. RESULTS: Fasting plasma glucose was a significant indicator of HbA1c > 8.0%, both in the whole group and in subgroups for diet, sulfonylureas, and insulin; the corresponding areas under the ROC curve were 0.87, 0.90, 0.87, and 0.84, respectively (all P < 0.0001). A fasting plasma glucose cutoff of > 9.2 mmol/l (165 mg/dl) provided a sensitivity of 80% and a specificity of 83% for the whole group and a 77% positive predictive value. Random plasma glucose was also a good indicator of HbA1c > 8.0%, both in the whole group and in subgroups for diet, sulfonylureas, and insulin; the corresponding areas under the ROC curve were 0.85, 0.91, 0.85, and 0.77, respectively (all P < 0.0001). A cutoff > 9.8 mmol/l (177 mg/dl) provided a sensitivity of 78% and a specificity of 77% for the whole group and a 78% positive predictive value. Overall, a plasma glucose > 11.1 mmol/l (200 mg/dl) identified an HbA1c > 8.0% with a predictive value of approximately 90% if done while fasting and a predictive value of approximately 80-85% if random. The utility of both fasting and random plasma glucose cutoffs was subsequently confirmed in a prospective study of another 2,309 and 1,396 patients, respectively. CONCLUSIONS: Although glucose levels cannot replace HbA1c determinations, measurement of fasting or random plasma glucose may be used during a clinic visit to identify poorly controlled type 2 patients with reasonable certainty and allow timely patient education and therapeutic intervention.


Asunto(s)
Negro o Afroamericano , Glucemia/metabolismo , Diabetes Mellitus Tipo 1/sangre , Diabetes Mellitus Tipo 2/sangre , Ayuno , Hemoglobina Glucada/análisis , Cooperación del Paciente , Salud Urbana , Población Negra , Femenino , Humanos , Masculino , Persona de Mediana Edad , Distribución Aleatoria , Estudios Retrospectivos , Población Urbana
14.
Diabetes Educ ; 23(5): 563-8, 1997.
Artículo en Inglés | MEDLINE | ID: mdl-9355373

RESUMEN

Functional health literacy was assessed in 63 patients from the diabetes outpatient clinic, 20 from the general medicine clinic, and a total of 48 from two satellite medical clinics. All patients received a demographic questionnaire, visual screening, and the Test of Functional Health Literacy in Adults, an instrument with good validity and internal consistency used to measure the ability to read and understand medical instructions. Functional health literacy was adequate in only 47% of new patients at the diabetes clinic and only 25% of established patients at all sites. There were no significant differences in functional health literacy among established patients across all sites. Overall, patients' mean functional health literacy level was inadequate to marginal. Of the patients with inadequate functional health literacy, 43% denied difficulty in reading. Patient education strategies and materials are needed to address this important barrier to healthcare delivery.


Asunto(s)
Negro o Afroamericano/psicología , Diabetes Mellitus Tipo 2/etnología , Diabetes Mellitus Tipo 2/prevención & control , Escolaridad , Pacientes Ambulatorios/psicología , Educación del Paciente como Asunto/normas , Población Urbana , Adulto , Anciano , Femenino , Hospitales Municipales , Humanos , Masculino , Persona de Mediana Edad , Encuestas y Cuestionarios
15.
Diabetes Care ; 20(5): 698-703, 1997 May.
Artículo en Inglés | MEDLINE | ID: mdl-9135929

RESUMEN

OBJECTIVE: Staged diabetes management should permit glycemic goals to be attained in a timely manner, but the success of such an approach requires conformity by health care providers. To test performance, we analyzed the adherence of practitioners to a protocol for staged management of NIDDM patients. RESEARCH DESIGN AND METHODS: Records of patients treated at the Grady Memorial Hospital Diabetes Clinic were reviewed retrospectively over a 3-year period. For each patient, intensification of therapy was indicated if fasting plasma glucose was > 7.8 mmol/l and a prior HbA1c was > 7.0%. Protocols dictated a progression from dietary therapy alone to increasing dosages of sulfonylureas to increasing dosages of insulin. Patients were seen at bimonthly intervals. RESULTS: During the 3-year period, 1,051 patient visits met protocol criteria for intensification. Adherence to the protocol improved significantly in the 3rd year compared with the first 2 years (30, 31, and 47% adherence in the 1st, 2nd, and 3rd years, respectively). Patients treated with diet alone were significantly less likely to have their therapy intensified than patients on sulfonylureas or insulin (intensification rates 25, 41, and 47%, respectively). In the management of patients treated with diet alone, practitioners were reluctant to intensify therapy at early visits, but were more likely to do so later, 19% of patients beyond goal range at the 2-month visit were started on pharmacological therapy vs. 28% at the 4-month visit, and 39% at the 6-month visit (P < 0.01). In contrast, there was no significant difference in the frequency of therapy intensification between early and late visits for patients on sulfonylureas or insulin. Practitioners appeared to base the decision to intensify on the fasting plasma glucose level more than on the most recent HbA1c. Age did not appear to be a significant factor in the decision to intensify. CONCLUSIONS: Although staged management protocols constitute critical tools to achieve glycemic goals, the adherence of health care providers may be suboptimal. Special efforts may be needed to assure compliance.


Asunto(s)
Negro o Afroamericano , Diabetes Mellitus Tipo 2/psicología , Diabetes Mellitus Tipo 2/terapia , Cooperación del Paciente , Población Urbana , Glucemia/metabolismo , Diabetes Mellitus Tipo 2/sangre , Dieta para Diabéticos , Etnicidad , Femenino , Georgia , Hemoglobina Glucada/análisis , Humanos , Hipoglucemiantes/uso terapéutico , Insulina/uso terapéutico , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Compuestos de Sulfonilurea/uso terapéutico , Población Blanca
16.
Diabetes Educ ; 22(5): 488-92, 1996.
Artículo en Inglés | MEDLINE | ID: mdl-8936127

RESUMEN

Dietary therapy remains an integral part of diabetes management. The study objective was to identify potential barriers to dietary adherence among low-income, urban black patients with non-insulin-dependent diabetes. Forty-five patients participated in discussion group interviews that consisted of open-ended questions. Four problem areas were identified: habitual, economic, social, and conceptual. Most patients felt that the recommended meal plans were lacking in taste, and the cost of low-fat and sugar-free items was perceived as a major drawback. Lack of family support and family pressure to use fat-containing food seasoning were frequent problems. Participants had trouble following the food exchange system and analyzing food labels. Feedback suggested that dietary strategies may need to be revised to provide appropriate menus, identify low-cost foods, involve patients' families, and teach patients how to make healthy food choices. The discussion group approach was quick, simple, and could be easily translated to other settings.


Asunto(s)
Negro o Afroamericano/psicología , Diabetes Mellitus Tipo 2/dietoterapia , Diabetes Mellitus Tipo 2/etnología , Dieta para Diabéticos , Cooperación del Paciente , Pobreza , Salud Urbana , Conducta Alimentaria/etnología , Femenino , Grupos Focales , Conocimientos, Actitudes y Práctica en Salud , Humanos , Masculino , Persona de Mediana Edad
17.
Am J Med ; 101(1): 25-33, 1996 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-8686711

RESUMEN

OBJECTIVE: Management of type II diabetes is difficult, particularly in urban populations with limited resources and access to care. To evaluate the effectiveness of structured care delivered by non-physician providers, patients were studied prospectively for 6 months in a municipal hospital diabetes clinic. DESIGN AND METHODS: The population was approximately 90% African American and had median known diabetes duration of approximately 1 year, 54% had incomes below the Federal Poverty Guideline. Primary management was provided by nurse-practitioners and dietitians, and primary outcome measures were hemoglobin A1c (HbA1c), fasting plasma glucose, and changes in body weight. RESULTS: Responses were analyzed in 325 new patients returning for visits at 2, 4, 6, and 12 months; metabolic profiles at presentation were similar to those of subjects who missed intervening visits. Lean patients largely continued on pharmacologic therapy and improved HbA1c from 9.4% to 7.4% at 2 months (P < 0.001), remained stable through 6 months, then rose to 7.9% at 1 year. Obese patients (71%) received dietary instruction. Weaning of pharmacologic therapy was attempted for the first 2 months, resulting in a decline of HbA1c from 9.6% to 8.0% (P < 0.001), with 70% treated with diet alone. In the obese, HbA1c continued to decrease through 6 months (7.7%). Thereafter, providers saw patients at their own discretion and intensified therapy as needed. Although by 1 year, HbA1c had risen to only 8.2%, some patients required reinstitution of pharmacologic therapy; 59% were on diet alone. While 52% lost 4 lb or more (mean 9.3) by 2 months, little additional weight was lost. Interestingly, glycemic control was improved both in those who lost > or = 8.5 lb in the first 2 months (HbA1c 9.6% to 8.1% at 12 months), and in those who gained weight (HbA1c 10.2% to 8.2%). In the obese patients using pharmacologic agents at presentation, 35% were able to discontinue oral agents or insulin by 1 year, with good glycemic control (HbA1c < 8%). For patients who were initially on diet alone, a fasting plasma glucose > 177 mg/dL predicted the need for pharmacologic therapy with 97% certainty. CONCLUSIONS: In urban African American patients, nonpharmacologic management of type II diabetes substantially improves metabolic control; decreases in HbA1c are comparable in those who do and do not lose weight. Therapy managed by nonphysician providers can be an effective cornerstone of diabetes care in this socioeconomically disadvantaged population.


Asunto(s)
Negro o Afroamericano/estadística & datos numéricos , Diabetes Mellitus Tipo 2/terapia , Dietética , Enfermeras Practicantes/estadística & datos numéricos , Servicio Ambulatorio en Hospital , Población Negra , Glucemia/metabolismo , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/economía , Diabetes Mellitus Tipo 2/metabolismo , Femenino , Georgia , Hemoglobina Glucada/metabolismo , Hospitales Municipales , Humanos , Renta , Masculino , Persona de Mediana Edad , Obesidad/complicaciones , Servicio Ambulatorio en Hospital/economía , Servicio Ambulatorio en Hospital/estadística & datos numéricos , Pobreza , Estudios Prospectivos , Resultado del Tratamiento , Salud Urbana , Pérdida de Peso , Recursos Humanos
18.
Diabetes Care ; 18(7): 955-61, 1995 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-7555556

RESUMEN

OBJECTIVE: African-Americans with diabetes have an increased risk of endstage renal disease, but underlying mechanisms are poorly understood. We undertook this study to evaluate prevalence and risk factors for renal disease in an African-American population with diabetes. RESEARCH DESIGN AND METHODS: We measured urine albumin excretion in 578 consecutive patients presenting for the first time to the Grady Memorial Hospital Diabetes Unit in Atlanta, GA. The unit serves an urban population that is predominantly African-American; 85% of patients have non-insulin-dependent diabetes mellitus (NIDDM). Subjects provided 24-h and/or approximately 3-h urine collections for measurement of albumin and creatinine. RESULTS: Correlation of the albumin/creatinine ratio (micrograms/mg) with the 24-h albumin excretion rate was 0.89 (P < 0.001, n = 123). Although the median duration of diabetes was only 1 year, among all subjects, the estimated prevalence of microalbuminuria (30-300 mg albumin/24 h) was 25% and that of nephropathy ( > 300 mg albumin/24 h) was 11%. Among African-Americans with NIDDM (n = 466), the estimated prevalence of microalbuminuria was 24% and that of nephropathy was 12%; prevalence remained high (25 and 5%, respectively) among 219 patients with < 1 year known duration of diabetes. Metabolic control was not associated with disease. However, among all subjects with NIDDM, the odds ratio for nephropathy among subjects with disease duration > 5 years compared with those with disease duration < 1 year was 4.65 (95% confidence interval [CI] 2.24-9.79), and the odds ratio for nephropathy among subjects with hypertension compared with those without hypertension was 2.64 (CI 1.42-4.93). Odds ratios were comparable among African-Americans with NIDDM. Trends were similar but less significant for subjects with microalbuminuria. CONCLUSIONS: Albuminuria can be identified reliably and conveniently by the albumin/creatinine ratio in brief urine collections. In our patients, clinically significant albuminuria occurred in 36% of persons at first presentation. Since increased risk was associated with hypertension and control of hypertension can slow progression of renal disease, screening for albuminuria and treatment of hypertension should be aggressive in urban populations of African-Americans with diabetes.


Asunto(s)
Albuminuria/epidemiología , Población Negra , Diabetes Mellitus Tipo 1/fisiopatología , Diabetes Mellitus Tipo 2/fisiopatología , Nefropatías Diabéticas/epidemiología , Población Urbana/estadística & datos numéricos , Negro o Afroamericano/estadística & datos numéricos , Creatinina/orina , Diabetes Mellitus Tipo 1/orina , Diabetes Mellitus Tipo 2/orina , Angiopatías Diabéticas/fisiopatología , Angiopatías Diabéticas/orina , Femenino , Georgia/epidemiología , Humanos , Hipertensión/fisiopatología , Hipertensión/orina , Masculino , Persona de Mediana Edad , Prevalencia , Reproducibilidad de los Resultados , Factores de Riesgo , Caracteres Sexuales
19.
Am J Clin Nutr ; 50(1): 19-29, 1989 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-2502005

RESUMEN

Control, low-protein, low-calorie, and low-protein-plus-low-calorie diets were fed to 37, 14, 8, and 16 infant squirrel monkeys, respectively, from ages 2-8 wk. The deficient diets were planned to prevent growth and were designed to examine the short- and long-term effects of defined nutritional restrictions on body weight, food intake, hematocrit, plasma albumin, growth hormone, and cortisol concentrations. During the restriction period, plasma albumin levels were significantly decreased in both groups with a protein restriction component: plasma cortisol levels were significantly increased only in the low protein and low calorie groups. No significant group differences were observed for hematocrit or plasma growth hormone. Results of this study indicate that 1) energy restriction did not seem to modify the protein requirement for weight maintenance and 2) animals fed low-protein diets, even in the face of growth failure, have a mechanism for wasting energy.


Asunto(s)
Ingestión de Energía , Trastornos del Crecimiento/etiología , Desnutrición Proteico-Calórica/complicaciones , Factores de Edad , Animales , Peso Corporal , Proteínas en la Dieta/administración & dosificación , Modelos Animales de Enfermedad , Ingestión de Alimentos , Femenino , Trastornos del Crecimiento/sangre , Hormona del Crecimiento/sangre , Hematócrito , Hidrocortisona/sangre , Masculino , Desnutrición Proteico-Calórica/sangre , Saimiri
20.
Am J Clin Nutr ; 46(6): 941-8, 1987 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-3120570

RESUMEN

The responses of albumin and transferrin to selective nutritional interventions were assessed in 31 infant monkeys. Diets were restricted in protein, calories, or both from age 2 to 8 wk (study A) or protein alone from age 4 to 24 wk (study B)--in both cases to prevent growth. Transferrin levels in study A were significantly lower than control in all three restricted groups whereas albumin levels were decreased only in both low-protein groups. In study B albumin and transferrin concentrations were significantly decreased during the first 12 wk of intervention. A sharp recovery in the transferrin concentrations, however, was observed when a minimal increase in protein intake was allowed in the latter portion of the study. It appears that the response of albumin is linked to amino acid availability whereas the response of transferrin is influenced by variables such as acute dietary manipulation and rate of growth, among others. The value of these indices as single predictors of nutritional status is questioned.


Asunto(s)
Desnutrición Proteico-Calórica/sangre , Albúmina Sérica/metabolismo , Transferrina/metabolismo , Factores de Edad , Animales , Peso Corporal , Proteínas en la Dieta/administración & dosificación , Ingestión de Energía , Femenino , Hematócrito , Masculino , Saimiri
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