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Becoming a patient-centered medical home: a 9-year transition for a network of Federally Qualified Health Centers

Calman, Neil S; Hauser, Diane; Weiss, Linda; Waltermaurer, Eve; Molina-Ortiz, Elizabeth; Chantarat, Tongtan; Bozack, Anne
PURPOSE/OBJECTIVE:The patient-centered medical home (PCMH) model has great potential for optimizing the care of chronically ill patients, yet there is much to be learned about various implementations of this model and their impact on patient care processes and outcomes. METHODS:We examined changes in patterns of health care use in a network of Federally Qualified Health Centers throughout a 9-year period of practice transformation that included recognition of all centers by the National Committee for Quality Assurance (NCQA) as Level 3 PCMH practices. We analyzed deidentified data from electronic health records for the period 2003 to 2011 to identify patterns of service use for all 4,595 patients with diabetes. We also examined a subsample of 545 patients who were in care throughout the study period to track improvement in glycated hemoglobin levels as a clinical measure over time. RESULTS:Through the transition to a PCMH, the mean number of encounters with outreach, diabetes educators, and psychosocial services increased for all diabetic patients; virtually all patients had visits with a primary care clinician, but the mean number of visits decreased slightly. Among patients in the subsample, mean annual levels of glycated hemoglobin decreased steadily during the 9-year study period, mainly driven by a reduction in patients having baseline levels exceeding 9%. CONCLUSIONS:This retrospective study conducted in a real-world setting using electronic health record data demonstrates a shift in resource use by diabetic patients from the primary care clinician to other members of the care team. The findings suggest that PCMH implementation has the potential to alter processes of care and improve outcomes of care, especially among those with higher disease burden.
PMCID:3707249
PMID: 23690389
ISSN: 1544-1717
CID: 5899542

HIV-Related Stigma as a Mediator of the Relation Between Multiple-Minority Status and Mental Health Burden in an Aging HIV-Positive Population

Storholm, Erik David; Halkitis, Perry N; Kupprat, Sandra A; Hampton, Melvin C; Palamar, Joseph J; Brennan-Ing, Mark; Karpiak, Stephen
Cross-sectional analyses of 904 diverse men and women aged 50 years and older living with HIV in New York City were conducted to examine the unique experiences and needs of aging HIV-positive individuals. Using Minority Stress Theory and Syndemic Theory as guiding paradigms, the authors documented the mental health burdens of the sample with regard to depression, loneliness, and diminished psychological well-being and examined how multiple-minority status and HIV-related stigma explained these burdens. Mediation modeling demonstrated that the effects of minority stressors on mental health burden were mediated by HIV-related stigma. The mediation was significant for the overall sample and for the male subsample. Results suggest that to fully address the mental health burdens experienced by aging HIV-positive individuals, we must continue to address mental health burdens directly, and at the same time, look beyond the psychiatric symptoms to address the structural inequities faced by individuals based on their multiple-minority status.
PMCID:10010679
PMID: 36919144
ISSN: 1538-1501
CID: 5866292

The cross-cultural sensitivity of the Strengths and Difficulties Questionnaire (SDQ): a comparative analysis of Gujarati and British children

Kumar, Manasi; Fonagy, Peter
The purpose of this study was to investigate whether the Strengths and Difficulties Questionnaire (SDQ) may be considered a reliable measure of child behaviour, social functioning and adjustment in an Indian Gujarati context. The sample comprised 351 children who were classified as coming from a 'poverty' or 'non-poverty' background. The means and standard deviations for the SDQ total and five behavioural scales, as rated by children themselves, were first calculated for the entire Gujarati sample, then for the poverty and non-poverty subgroups. The SDQ did prove to be an appropriate measure for behavioural assessment. Its cross-cultural sensitivity was ascertained by comparing it against a British normative population. Small effect sizes were seen in the Emotional subscale scores and scores for total difficulties, and medium and large effect sizes on the Prosocial and Peer subscales, respectively, with greater difficulties experienced by the Indian Gujarati sample than their British counterparts.
PMCID:6735099
PMID: 31507729
ISSN: 1749-3676
CID: 5831892

Preventive dental care among New York City children, 2009

Norton, Jennifer M; Jasek, John P; Kaye, Katherine
This study aims to describe the prevalence of preventive dental care among New York City (NYC) children, including disparities by race/ethnicity or poverty and to identify health care utilization factors associated with these outcomes. Data were obtained from the 2009 NYC Child Community Health Survey. Descriptive statistics were calculated for preventive dental visits in the past 12 months among children aged 2-12 years (n = 2,435) and receipt of sealants among children aged 6-12 years (n = 1,416). Multivariable logistic regression was used to compute adjusted prevalence ratios (aPRs). One in four (23.3 %) NYC children aged 2-12 years, including 57.3 % of 2-3-year olds, had no preventive dental visit in the past 12 months. Lack of preventive visits was more prevalent among Asian/Pacific Islander children compared with non-Hispanic white children (aPR 1.42 [95 % CI 1.07-1.89]), and among children living in poorer households compared with wealthier households (aPR 1.47 [95 % CI 1.13-1.92]). Two-thirds (64.5 %) of children aged 6-12 years never had sealants. Compared with non-Hispanic white children, Asian/Pacific Islander (aPR 1.26 [95 % CI 1.01-1.56]), non-Hispanic black (aPR 1.24 [95 % CI 1.06-1.46]), and Hispanic (aPR 1.21 [95 % CI 1.04-1.41]) children were more likely not to have sealants, as were children without a personal health care provider compared with children with a provider (aPR 1.33 [95 % CI 1.14-1.56]). Disparities in preventive dental care exist by race/ethnicity, poverty, and health care utilization. Personal health care providers may improve children's oral health by linking them to preventive dental care and promoting sealant application.
PMID: 23468320
ISSN: 1573-3610
CID: 5678072

Troponin T and N-terminal pro-B-type natriuretic peptide: a biomarker approach to predict heart failure risk--the atherosclerosis risk in communities study

Nambi, Vijay; Liu, Xiaoxi; Chambless, Lloyd E; de Lemos, James A; Virani, Salim S; Agarwal, Sunil; Boerwinkle, Eric; Hoogeveen, Ron C; Aguilar, David; Astor, Brad C; Srinivas, Pothur R; Deswal, Anita; Mosley, Thomas H; Coresh, Josef; Folsom, Aaron R; Heiss, Gerardo; Ballantyne, Christie M
BACKGROUND:Among the various cardiovascular diseases, heart failure (HF) is projected to have the largest increases in incidence over the coming decades; therefore, improving HF prediction is of significant value. We evaluated whether cardiac troponin T (cTnT) measured with a high-sensitivity assay and N-terminal pro-B-type natriuretic peptide (NT-proBNP), biomarkers strongly associated with incident HF, improve HF risk prediction in the Atherosclerosis Risk in Communities (ARIC) study. METHODS:Using sex-specific models, we added cTnT and NT-proBNP to age and race ("laboratory report" model) and to the ARIC HF model (includes age, race, systolic blood pressure, antihypertensive medication use, current/former smoking, diabetes, body mass index, prevalent coronary heart disease, and heart rate) in 9868 participants without prevalent HF; area under the receiver operating characteristic curve (AUC), integrated discrimination improvement, net reclassification improvement (NRI), and model fit were described. RESULTS:Over a mean follow-up of 10.4 years, 970 participants developed incident HF. Adding cTnT and NT-proBNP to the ARIC HF model significantly improved all statistical parameters (AUCs increased by 0.040 and 0.057; the continuous NRIs were 50.7% and 54.7% in women and men, respectively). Interestingly, the simpler laboratory report model was statistically no different than the ARIC HF model. CONCLUSIONS:cTnT and NT-proBNP have significant value in HF risk prediction. A simple sex-specific model that includes age, race, cTnT, and NT-proBNP (which can be incorporated in a laboratory report) provides a good model, whereas adding cTnT and NT-proBNP to clinical characteristics results in an excellent HF prediction model.
PMCID:4208068
PMID: 24036936
ISSN: 1530-8561
CID: 5582842

Response to comments on: Selvin et al. sRAGE and risk of diabetes, cardiovascular disease, and death. Diabetes 2013;62:2116-2121 [Comment]

Selvin, Elizabeth; Coresh, Josef; Halushka, Marc K
PMID: 24065805
ISSN: 1939-327x
CID: 5582852

Genome-wide association analyses identify 18 new loci associated with serum urate concentrations

Köttgen, Anna; Albrecht, Eva; Teumer, Alexander; Vitart, Veronique; Krumsiek, Jan; Hundertmark, Claudia; Pistis, Giorgio; Ruggiero, Daniela; O'Seaghdha, Conall M; Haller, Toomas; Yang, Qiong; Tanaka, Toshiko; Johnson, Andrew D; Kutalik, Zoltán; Smith, Albert V; Shi, Julia; Struchalin, Maksim; Middelberg, Rita P S; Brown, Morris J; Gaffo, Angelo L; Pirastu, Nicola; Li, Guo; Hayward, Caroline; Zemunik, Tatijana; Huffman, Jennifer; Yengo, Loic; Zhao, Jing Hua; Demirkan, Ayse; Feitosa, Mary F; Liu, Xuan; Malerba, Giovanni; Lopez, Lorna M; van der Harst, Pim; Li, Xinzhong; Kleber, Marcus E; Hicks, Andrew A; Nolte, Ilja M; Johansson, Asa; Murgia, Federico; Wild, Sarah H; Bakker, Stephan J L; Peden, John F; Dehghan, Abbas; Steri, Maristella; Tenesa, Albert; Lagou, Vasiliki; Salo, Perttu; Mangino, Massimo; Rose, Lynda M; Lehtimäki, Terho; Woodward, Owen M; Okada, Yukinori; Tin, Adrienne; Müller, Christian; Oldmeadow, Christopher; Putku, Margus; Czamara, Darina; Kraft, Peter; Frogheri, Laura; Thun, Gian Andri; Grotevendt, Anne; Gislason, Gauti Kjartan; Harris, Tamara B; Launer, Lenore J; McArdle, Patrick; Shuldiner, Alan R; Boerwinkle, Eric; Coresh, Josef; Schmidt, Helena; Schallert, Michael; Martin, Nicholas G; Montgomery, Grant W; Kubo, Michiaki; Nakamura, Yusuke; Tanaka, Toshihiro; Munroe, Patricia B; Samani, Nilesh J; Jacobs, David R; Liu, Kiang; D'Adamo, Pio; Ulivi, Sheila; Rotter, Jerome I; Psaty, Bruce M; Vollenweider, Peter; Waeber, Gerard; Campbell, Susan; Devuyst, Olivier; Navarro, Pau; Kolcic, Ivana; Hastie, Nicholas; Balkau, Beverley; Froguel, Philippe; Esko, Tõnu; Salumets, Andres; Khaw, Kay Tee; Langenberg, Claudia; Wareham, Nicholas J; Isaacs, Aaron; Kraja, Aldi; Zhang, Qunyuan; Wild, Philipp S; Scott, Rodney J; Holliday, Elizabeth G; Org, Elin; Viigimaa, Margus; Bandinelli, Stefania; Metter, Jeffrey E; Lupo, Antonio; Trabetti, Elisabetta; Sorice, Rossella; Döring, Angela; Lattka, Eva; Strauch, Konstantin; Theis, Fabian; Waldenberger, Melanie; Wichmann, H-Erich; Davies, Gail; Gow, Alan J; Bruinenberg, Marcel; ,; Stolk, Ronald P; Kooner, Jaspal S; Zhang, Weihua; Winkelmann, Bernhard R; Boehm, Bernhard O; Lucae, Susanne; Penninx, Brenda W; Smit, Johannes H; Curhan, Gary; Mudgal, Poorva; Plenge, Robert M; Portas, Laura; Persico, Ivana; Kirin, Mirna; Wilson, James F; Mateo Leach, Irene; van Gilst, Wiek H; Goel, Anuj; Ongen, Halit; Hofman, Albert; Rivadeneira, Fernando; Uitterlinden, Andre G; Imboden, Medea; von Eckardstein, Arnold; Cucca, Francesco; Nagaraja, Ramaiah; Piras, Maria Grazia; Nauck, Matthias; Schurmann, Claudia; Budde, Kathrin; Ernst, Florian; Farrington, Susan M; Theodoratou, Evropi; Prokopenko, Inga; Stumvoll, Michael; Jula, Antti; Perola, Markus; Salomaa, Veikko; Shin, So-Youn; Spector, Tim D; Sala, Cinzia; Ridker, Paul M; Kähönen, Mika; Viikari, Jorma; Hengstenberg, Christian; Nelson, Christopher P; ,; ,; ,; ,; Meschia, James F; Nalls, Michael A; Sharma, Pankaj; Singleton, Andrew B; Kamatani, Naoyuki; Zeller, Tanja; Burnier, Michel; Attia, John; Laan, Maris; Klopp, Norman; Hillege, Hans L; Kloiber, Stefan; Choi, Hyon; Pirastu, Mario; Tore, Silvia; Probst-Hensch, Nicole M; Völzke, Henry; Gudnason, Vilmundur; Parsa, Afshin; Schmidt, Reinhold; Whitfield, John B; Fornage, Myriam; Gasparini, Paolo; Siscovick, David S; Polašek, Ozren; Campbell, Harry; Rudan, Igor; Bouatia-Naji, Nabila; Metspalu, Andres; Loos, Ruth J F; van Duijn, Cornelia M; Borecki, Ingrid B; Ferrucci, Luigi; Gambaro, Giovanni; Deary, Ian J; Wolffenbuttel, Bruce H R; Chambers, John C; März, Winfried; Pramstaller, Peter P; Snieder, Harold; Gyllensten, Ulf; Wright, Alan F; Navis, Gerjan; Watkins, Hugh; Witteman, Jacqueline C M; Sanna, Serena; Schipf, Sabine; Dunlop, Malcolm G; Tönjes, Anke; Ripatti, Samuli; Soranzo, Nicole; Toniolo, Daniela; Chasman, Daniel I; Raitakari, Olli; Kao, W H Linda; Ciullo, Marina; Fox, Caroline S; Caulfield, Mark; Bochud, Murielle; Gieger, Christian
Elevated serum urate concentrations can cause gout, a prevalent and painful inflammatory arthritis. By combining data from >140,000 individuals of European ancestry within the Global Urate Genetics Consortium (GUGC), we identified and replicated 28 genome-wide significant loci in association with serum urate concentrations (18 new regions in or near TRIM46, INHBB, SFMBT1, TMEM171, VEGFA, BAZ1B, PRKAG2, STC1, HNF4G, A1CF, ATXN2, UBE2Q2, IGF1R, NFAT5, MAF, HLF, ACVR1B-ACVRL1 and B3GNT4). Associations for many of the loci were of similar magnitude in individuals of non-European ancestry. We further characterized these loci for associations with gout, transcript expression and the fractional excretion of urate. Network analyses implicate the inhibins-activins signaling pathways and glucose metabolism in systemic urate control. New candidate genes for serum urate concentration highlight the importance of metabolic control of urate production and excretion, which may have implications for the treatment and prevention of gout.
PMID: 23263486
ISSN: 1546-1718
CID: 5582532

No racial differences in the association of glycated hemoglobin with kidney disease and cardiovascular outcomes

Selvin, Elizabeth; Rawlings, Andreea M; Bergenstal, Richard M; Coresh, Josef; Brancati, Frederick L
OBJECTIVE:There is debate regarding the clinical significance of well-established racial differences in HbA1c. We compared the associations of diabetes diagnostic categories for HbA1c and fasting glucose with clinical outcomes in black and white persons in the community. RESEARCH DESIGN AND METHODS/METHODS:We conducted a prospective cohort analysis of participants without diabetes or cardiovascular disease from the Atherosclerosis Risk in Communities study. We examined the associations of clinical categories of HbA1c (<5.7%, 5.7-6.4%, ≥6.5%) and fasting glucose (<100, 100-125, ≥126 mg/dL) with outcomes separately among 2,484 black and 8,593 white participants and tested for race interactions. RESULTS:Baseline characteristics differed significantly in blacks compared with whites, including HbA1c (5.8 vs. 5.4%; P<0.001). During 18 years of follow-up, there were trends of increased risk of kidney disease, fatal and nonfatal coronary heart disease, and stroke across categories of HbA1c in both blacks and whites. The adjusted hazard ratios for each outcome across categories of HbA1c were similar in blacks and whites (P for interaction>0.05) except for all-cause mortality. Patterns of association were similar, but weaker, for fasting glucose. HbA1c and fasting glucose both were more strongly associated with all-cause mortality in whites compared with blacks, largely explained by racial differences in the rate of cardiovascular deaths. CONCLUSIONS:HbA1c is a risk factor for vascular outcomes and mortality in both black and white adults. Patterns of association for HbA1c were similar to or stronger than those for fasting glucose. With respect to long-term outcomes, our findings support a similar interpretation of HbA1c in blacks and whites for diagnosis and treatment of diabetes mellitus.
PMID: 23723353
ISSN: 1935-5548
CID: 5582692

A stable definition of chronic kidney disease improves knowledge and patient care [Comment]

Coresh, Josef; Levey, Andrew S; Levin, Adeera; Stevens, Paul
PMID: 24048299
ISSN: 1756-1833
CID: 5582772

Cystatin C versus creatinine in determining risk based on kidney function

Shlipak, Michael G; Matsushita, Kunihiro; Ärnlöv, Johan; Inker, Lesley A; Katz, Ronit; Polkinghorne, Kevan R; Rothenbacher, Dietrich; Sarnak, Mark J; Astor, Brad C; Coresh, Josef; Levey, Andrew S; Gansevoort, Ron T; ,
BACKGROUND:Adding the measurement of cystatin C to that of serum creatinine to determine the estimated glomerular filtration rate (eGFR) improves accuracy, but the effect on detection, staging, and risk classification of chronic kidney disease across diverse populations has not been determined. METHODS:We performed a meta-analysis of 11 general-population studies (with 90,750 participants) and 5 studies of cohorts with chronic kidney disease (2960 participants) for whom standardized measurements of serum creatinine and cystatin C were available. We compared the association of the eGFR, as calculated by the measurement of creatinine or cystatin C alone or in combination with creatinine, with the rates of death (13,202 deaths in 15 cohorts), death from cardiovascular causes (3471 in 12 cohorts), and end-stage renal disease (1654 cases in 7 cohorts) and assessed improvement in reclassification with the use of cystatin C. RESULTS:In the general-population cohorts, the prevalence of an eGFR of less than 60 ml per minute per 1.73 m(2) of body-surface area was higher with the cystatin C-based eGFR than with the creatinine-based eGFR (13.7% vs. 9.7%). Across all eGFR categories, the reclassification of the eGFR to a higher value with the measurement of cystatin C, as compared with creatinine, was associated with a reduced risk of all three study outcomes, and reclassification to a lower eGFR was associated with an increased risk. The net reclassification improvement with the measurement of cystatin C, as compared with creatinine, was 0.23 (95% confidence interval [CI], 0.18 to 0.28) for death and 0.10 (95% CI, 0.00 to 0.21) for end-stage renal disease. Results were generally similar for the five cohorts with chronic kidney disease and when both creatinine and cystatin C were used to calculate the eGFR. CONCLUSIONS:The use of cystatin C alone or in combination with creatinine strengthens the association between the eGFR and the risks of death and end-stage renal disease across diverse populations. (Funded by the National Kidney Foundation and others.).
PMID: 24004120
ISSN: 1533-4406
CID: 5582762