Wilfred Y. Fujimoto’s research while affiliated with University of Washington and other places

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Publications (321)


Long-term effects and effect heterogeneity of lifestyle and metformin interventions on type 2 diabetes incidence over 21 years in the US Diabetes Prevention Program randomised clinical trial
  • Article

April 2025

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61 Reads

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2 Citations

The Lancet Diabetes & Endocrinology

William C Knowler

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Lindsay Doherty

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Sharon L Edelstein

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[...]

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Joel Zonszein






Association of Metformin With the Development of Age-Related Macular Degeneration

December 2022

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261 Reads

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14 Citations

Jama Ophthalmology

Importance Age-related macular degeneration (AMD) is a leading cause of blindness with no treatment available for early stages. Retrospective studies have shown an association between metformin and reduced risk of AMD. Objective To investigate the association between metformin use and age-related macular degeneration (AMD). Design, Setting, and Participants The Diabetes Prevention Program Outcomes Study is a cross-sectional follow-up phase of a large multicenter randomized clinical trial, Diabetes Prevention Program (1996-2001), to investigate the association of treatment with metformin or an intensive lifestyle modification vs placebo with preventing the onset of type 2 diabetes in a population at high risk for developing diabetes. Participants with retinal imaging at a follow-up visit 16 years posttrial (2017-2019) were included. Analysis took place between October 2019 and May 2022. Interventions Participants were randomly distributed between 3 interventional arms: lifestyle, metformin, and placebo. Main Outcomes and Measures Prevalence of AMD in the treatment arms. Results Of 1592 participants, 514 (32.3%) were in the lifestyle arm, 549 (34.5%) were in the metformin arm, and 529 (33.2%) were in the placebo arm. All 3 arms were balanced for baseline characteristics including age (mean [SD] age at randomization, 49 [9] years), sex (1128 [71%] male), race and ethnicity (784 [49%] White), smoking habits, body mass index, and education level. AMD was identified in 479 participants (30.1%); 229 (14.4%) had early AMD, 218 (13.7%) had intermediate AMD, and 32 (2.0%) had advanced AMD. There was no significant difference in the presence of AMD between the 3 groups: 152 (29.6%) in the lifestyle arm, 165 (30.2%) in the metformin arm, and 162 (30.7%) in the placebo arm. There was also no difference in the distribution of early, intermediate, and advanced AMD between the intervention groups. Mean duration of metformin use was similar for those with and without AMD (mean [SD], 8.0 [9.3] vs 8.5 [9.3] years; P = .69). In the multivariate models, history of smoking was associated with increased risks of AMD (odds ratio, 1.30; 95% CI, 1.05-1.61; P = .02). Conclusions and Relevance These data suggest neither metformin nor lifestyle changes initiated for diabetes prevention were associated with the risk of any AMD, with similar results for AMD severity. Duration of metformin use was also not associated with AMD. This analysis does not address the association of metformin with incidence or progression of AMD.


Fig. 1 Changes in DPP and DPPOS participants 2018 WCRF/AICR Scores over time, by treatment group 1 . AICR, American Institute for Cancer Research; DPP, Diabetes Prevention Program; DPPOS, Diabetes Prevention Program Outcomes Study; WCRF, World Cancer Research Fund. 1 Data shown are mean±SEM. The results are unadjusted for covariates. 2018 WCRF/AICR Scores were calculated at years 0, 1, 5, 6, 9, and 15 by the three DPP treatment groups. Triangles = placebo group, circles = Metformin group, squares = intensive lifestyle group
The 2018 World Cancer Research Fund (WCRF)/American Institute for Cancer Research (AICR) score and diabetes risk in the Diabetes Prevention Program Outcomes Study (DPPOS)
  • Article
  • Full-text available

September 2022

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124 Reads

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1 Citation

BMC Nutrition

Background The 2018 World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) 3rd expert report highlights up-to-date Cancer Prevention Recommendations that may reduce burdens of many chronic diseases, including diabetes. This study examined if following a lifestyle that aligns with the recommendations – assessed via the 2018 WCRF/AICR Score – was associated with lower risk of type 2 diabetes in high-risk adults participating in the Diabetes Prevention Program Outcomes Study (DPPOS). Methods The Diabetes Prevention Program (DPP) randomized adults at high risk for diabetes to receive a lifestyle intervention (ILS), metformin (MET) or a placebo (PLB) (mean: 3.2 years), with additional follow-up in DPPOS for 11 years (mean: 15 years total). 2018 WCRF/AICR Scores included seven components: body weight, physical activity, plant-based foods, fast foods, red and processed meat, sugar-sweetened beverages, and alcohol; the optional breastfeeding component was excluded. Scores ranged 0-7 points (with greater scores indicating greater alignment with the recommendations) and were estimated at years 0, 1, 5, 6, 9, and 15 ( N =3,147). Fasting glucose and HbA1c were measured every six months and oral glucose tolerance tests were performed annually. Adjusted Cox proportional hazard ratios (HRs) and 95% confidence intervals (CIs) were used to examine the association of both Score changes from years 0-1 and time-dependent Score changes on diabetes risk through DPP and year 15. Results Scores improved within all groups over 15 years ( p <0.001); ILS Scores improved more than MET or PLB Scores after 1 year ( p <0.001). For every 1-unit improvement from years 0-1, there was a 31% and 15% lower diabetes risk in ILS (95% CI: 0.56-0.84) and PLB (95% CI: 0.72-0.97) through DPP, and no significant association in MET. Associations were greatest among American Indian participants, followed by non-Hispanic White and Hispanic participants. Score changes from years 0-1 and time-dependent Score changes in ILS and PLB remained associated with lower risk through year 15. Conclusions Score improvements were associated with long-term, lower diabetes risk among high-risk adults randomized to ILS and PLB, but not MET. Future research should explore impact of the Score on cancer risk. Trial registration Diabetes Prevention Program: NCT00004992 ; Diabetes Prevention Program Outcomes Study: NCT00038727

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Risk Factors for the Development of Retinopathy in Prediabetes and Type 2 Diabetes: The Diabetes Prevention Program Experience

August 2022

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111 Reads

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25 Citations

Diabetes Care

OBJECTIVE To determine glycemic and nonglycemic risk factors that contribute to the presence of diabetic retinopathy (DR) before and after the onset of type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS During the Diabetes Prevention Program (DPP) and DPP Outcome Study (DPPOS), we performed fundus photography over time in adults at high risk for developing T2D, including after they developed diabetes. Fundus photographs were graded using the Early Treatment Diabetic Retinopathy Study (ETDRS) grading system, with DR defined as typical lesions of DR (microaneurysms, exudates, hemorrhage, or worse) in either eye. RESULTS By DPPOS year 16 (∼20 years after random assignment into DPP), 24% of 1,614 participants who had developed T2D and 14% of 885 who remained without diabetes had DR. In univariate analyses, using results from across the entire duration of follow-up, American Indian race was associated with less frequent DR compared with non-Hispanic White (NHW) race, and higher HbA1c, fasting and 2-h plasma glucose levels during an oral glucose tolerance test, weight, and history of hypertension, dyslipidemia, and smoking, but not treatment group assignment, were associated with more frequent DR. On multivariate analysis, American Indian race was associated with less DR compared with NHW (odds ratio [OR] 0.36, 95% CI 0.20–0.66), and average HbA1c was associated with more DR (OR 1.92, 95% CI 1.46–1.74 per SD [0.7%] increase in HbA1c). CONCLUSIONS DR may occur in adults with prediabetes and early in the course of T2D. HbA1c was an important risk factor for the development of DR across the entire glycemic range from prediabetes to T2D.


The Effect of Interventions to Prevent Type 2 Diabetes on the Development of Diabetic Retinopathy: The DPP/DPPOS Experience

May 2022

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112 Reads

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8 Citations

Diabetes Care

OBJECTIVE To determine whether interventions that slow or prevent the development of type 2 diabetes in those at risk reduce the subsequent prevalence of diabetic retinopathy. RESEARCH DESIGN AND METHODS The Diabetes Prevention Program (DPP) randomized subjects at risk for developing type 2 diabetes because of overweight/obesity and dysglycemia to metformin (MET), intensive lifestyle intervention (ILS), or placebo (PLB) to assess the prevention of diabetes. During the DPP and DPP Outcome Study (DPPOS), we performed fundus photography over time on study participants, regardless of their diabetes status. Fundus photographs were graded using the Early Treatment Diabetic Retinopathy Study grading system, with diabetic retinopathy defined as typical lesions of diabetic retinopathy (microaneurysms, exudates, or hemorrhage, or worse) in either eye. RESULTS Despite reduced progression to diabetes in the ILS and MET groups compared with PLB, there was no difference in the prevalence of diabetic retinopathy between treatment groups after 1, 5, 11, or 16 years of follow-up. No treatment group differences in retinopathy were found within prespecified subgroups (baseline age, sex, race/ethnicity, baseline BMI). In addition, there was no difference in the prevalence of diabetic retinopathy between those exposed to metformin and those not exposed to metformin, regardless of treatment group assignment. CONCLUSION Interventions that delay or prevent the onset of type 2 diabetes in overweight/obese subjects with dysglycemia who are at risk for diabetes do not reduce the development of diabetic retinopathy for up to 20 years.


Citations (77)


... They are frequently described as lipotoxic bioactive lipids that accumulate in the plasma of obese and insulin resistant individuals [62][63][64][65][66]. In various cohorts across different countries, plasma levels of Cer16:0, Cer18:0, Cer20:0 and Cer22:0 have been linked to insulin resistance, HOMA-IR, β-cell function (HOMA-%S), incident diabetes and Matsuda index, and pro-inflammatory cytokines in individuals with CVD, as well as increased CVD incidence [67][68][69][70][71][72][73][74][75]. Unexpectedly, a 2018 study by Razquin et al. reported an inverse correlation between ceramides and T2D in two different cohorts [76,77]. ...

Reference:

Fecal Dysosmobacter spp. concentration is linked to plasma lipidome in insulin-resistant individuals with overweight, obesity and metabolic syndrome
Associations of plasma sphingolipids with measures of insulin sensitivity, β-cell function, and incident diabetes in Japanese Americans
  • Citing Article
  • October 2023

Nutrition Metabolism and Cardiovascular Diseases

... Although there are mixed results, several retrospective studies have shown an association between metformin use and decreased risk of AMD. [28][29][30][31][32] An exploratory prospective study of metformin's effect on progression for GA in patients without diabetes (n = 66) was completed in 2023, but no statistical difference was seen. Limitations of the study included limited enrolment (planned for n = 100 to detect 33% reduction). ...

Association of Metformin With the Development of Age-Related Macular Degeneration
  • Citing Article
  • December 2022

Jama Ophthalmology

... Interestingly, unlike other low-risk lifestyle scores, the WCRF/AICR score does not consider the overall diet as a single component and enables to evaluate of the synergy between nutritional components. Higher 2018 WCRF/AICR scores have been prospectively associated with cancer and CVD mortality in older adults [14] and also with the risk of T2D [15]. ...

The 2018 World Cancer Research Fund (WCRF)/American Institute for Cancer Research (AICR) score and diabetes risk in the Diabetes Prevention Program Outcomes Study (DPPOS)

BMC Nutrition

... Nel Diabetes Prevention Program (DPP), il 7,9% dei partecipanti con prediabete all'inizio dello studio, che non avevano sviluppato diabete al termine dello stesso, presentava segni iniziali di retinopatia [18], suggerendo che questa complicanza possa manifestarsi per livelli di glicemia a digiuno e HbA1c inferiori a quelli suggeriti dall'ADA per la diagnosi di diabete mellito. Anche la microalbuminuria mostra una prevalenza più elevata nelle persone con prediabete; nel National Health and Nutrition Examination Survey, il 17% dei partecipanti con IFG presentava malattia renale cronica (eGFR <60 ml/min e/o microalbuminuria), rispetto al 10% delle persone con normoglicemia [19]. ...

Risk Factors for the Development of Retinopathy in Prediabetes and Type 2 Diabetes: The Diabetes Prevention Program Experience
  • Citing Article
  • August 2022

Diabetes Care

... In DPP, for example, medication-related gastrointestinal symptoms are mentioned in the text but not included in the tables. Participants who were unable to continue metformin due to adverse reactions are mentioned in the text, but these adverse events do not seem to be included in the analysis (White et al., 2022). ...

The Effect of Interventions to Prevent Type 2 Diabetes on the Development of Diabetic Retinopathy: The DPP/DPPOS Experience
  • Citing Article
  • May 2022

Diabetes Care

... To address this quantification challenge, several surrogate indices have been developed to serve as alternative estimators for assessing VAT quantity. Some of these indices are strictly anthropometric, such as the body mass index (BMI) and waist circumference (WC) [18,[20][21][22], and others incorporate additional characteristics such as demographic data (e.g., age, sex), plasma biomarkers (e.g., glucose, cholesterol, and amino acids) and bioelectrical impedance analysis (BIA) parameters [23][24][25][26][27][28]. However, compared to the numerous surrogate indices of VAT area, estimations of VAT proportion and changes in VAT area and proportion are lacking [4,29]. ...

Plasma amino acid profile, a biomarker for visceral adipose tissue that can substitute for waist circumference in Japanese Americans
  • Citing Article
  • November 2021

Obesity Research & Clinical Practice

... Higher HDL-c levels are associated with a lower risk of cardiovascular disease, thus positioning HDL-c as a "protective factor" for health (18). The signi cant association between HDL-c levels and VAT volume suggests that HDL-c not only plays a pivotal role in lipid metabolism but may also profoundly in uence lipolysis and adipose tissue health (19,20). The predictive value of HDL-c is linked to its multiple roles in reverse cholesterol transport, anti-in ammatory effects, and insulin sensitivity regulation (21). ...

Lower High-Density Lipoprotein Cholesterol Concentration Is Independently Associated with Greater Future Accumulation of Intra-Abdominal Fat

Endocrinology and Metabolism

... In this regard, numerous genetic association studies have been conducted to identify the genetic basis of MetS as a way to elucidate the molecular biological background of disease (Lind, 2019;Oh et al., 2020). Because MetS is a combination of metabolic risk factors, including obesity, dyslipidemia, insulin resistance, and elevated blood pressure (Kong and Cho, 2019), there have been efforts to identify the genetic factors for MetSrelated diseases and quantitative traits (QTs) in addition to genetic studies of MetS (Wan et al., 2021). Furthermore, MetS-related traits may share genetic etiologies with each other. ...

Genome-wide association analysis of metabolic syndrome quantitative traits in the GENNID multiethnic family study

Diabetology & Metabolic Syndrome

... For example, individuals with Crohn's disease or intestinal tuberculosis exhibit significantly higher ratios of VAT to SAT or total fat [20]. VAT plays a key role in the secretion of pro-inflammatory cytokines, including interleukin-6 (IL-6), as well as hormones like leptin and adiponectin, particularly in the context of systemic inflammation [21,22]. Reducing VAT through interventions such as fasting has been shown to alleviate lowgrade chronic inflammation linked to excessive visceral adiposity [23]. ...

Leptin and Adiponectin Concentrations Independently Predict Future Accumulation of Visceral Fat in Nondiabetic Japanese Americans

... Описано нижче значення індексу інсуліночутливості Gutt у пацієнтів з ожирінням, надвагою та абдомінальним ожирінням після стандартизації за статтю, віком, тривалістю ЦД, за ІМТ та кількістю вісцерального жиру в абдомінальній ділянці, визначеного біоімпедансним методом [14]. Щобільше, з досліджених 20 індексів вуглеводного метаболізму, індекси тканинної інсуліночутливості Cederholm і Gutt краще передбачали ЦД [15]. ...

Comparison of twenty indices of insulin sensitivity in predicting type 2 diabetes in Japanese Americans: The Japanese American Community Diabetes Study
  • Citing Article
  • September 2020

Journal of Diabetes and its Complications