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Record W2884635364 · doi:10.1111/1753-0407.12831

Talks and tweets from the ADA

2018· editorial· en· W2884635364 on OpenAlexaboutno aff
Zachary T. Bloomgarden

Bibliographic record

VenueJournal of Diabetes · 2018
Typeeditorial
Languageen
FieldMedicine
TopicDiabetes Treatment and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineDiabetes mellitusHyperinsulinemiaDyslipidemiaInsulin resistanceDiseaseGerontologyFamily medicineInternal medicineEndocrinology

Abstract

fetched live from OpenAlex

Every year at the American Diabetes Association (ADA) annual meeting, thousands of presentations are made. This year's 78th Scientific Session took place from 22 to 26 June in Orlando, Florida. I have attended (nearly) every year from 1978, and wrote several hundred articles summarizing various sessions over nearly two decades in the “Perspectives on the News” column in Diabetes Care. How, I wondered, could I give the readers of the Journal of Diabetes a sense of the fascinating breadth of information and understanding gleaned over the 5-day period? Here's an approach: a summary of my @zbloomgarden “tweets” of posters and of my notes from the meeting, recognizing that any such summary must be woefully incomplete. (Note, abstracts referred to below [numbers in parentheses] can be viewed at https://plan.core-apps.com/tristar_ada18/abstracts [accessed 3 August 2018]; many actual posters are available at https://ada.scientificposters.com/epsWelcome.cfm [accessed 3 August 2018]). Barbara Corkey (Boston University, Boston, MA, USA) made the important point that although diabetes is the end result of multiple pathogenic abnormalities, it is incorrect to consider obesity, hypertension, insulin resistance, hyperinsulinemia, decreased insulin clearance, dyslipidemia, inflammation, non-alcoholic fatty liver disease, or any one of the myriad of interrelated factors as being “primary”; rather, one should think of all these factors as having the potential to “cause each other”. And, bringing together diabetes pathogenesis and cardiovascular disease (CVD), Lim et al. (Abstract 455) found that among >1000 people with diabetes, the levels of branched-chain amino acids (which have been shown to track with insulin resistance) predict subsequent heart failure. In an interesting study (Abstract 296-LB), leptin levels were measured in 1064 obese people, and the leptin analog metreleptin was administered to those in the lowest leptin tertile. Among this lower third, those with the lowest baseline leptin had substantial weight loss, suggesting that in a (small) subset of people with obesity this may be a reasonable therapeutic approach. In a perhaps more practical study (Abstract 298-LB), a meal replacement approach was more effective than a food-based diet over 1 year, with 10.3% vs 5.5% weight loss and with diabetes resolution in approximately one-third versus one-fifth of subjects. There may be a genetic basis to glucose–HbA1c mismatch, with some people being “high glycators” and others “low glycators”, a not uncommon issue in diabetes (Abstract 183-LB). Bernard Zinman (Mount Sinai Hospital, Toronto, Canada) addressed this in a symposium on diabetic kidney disease, first reviewing evidence from Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC)1, 2 and from Action in Diabetes and Vascular Disease: Preterax and Diamicron MR Controlled Evaluation (ADVANCE)3, 4 that better glycemic control particularly tracks with improved renal outcome over the long-term in post-trial follow-up. HbA1c (affected by anemia and renal insufficiency), fructosamine (affected by hemoglobin, uric acid, and bilirubin), and glycated albumin (affected by hypoalbuminemia and proteinuria) are ultimately indirect approaches, suggesting that continuous glucose monitoring may be the optimal approach in determining overall glycemia as well as hypoglycemia frequency. Edgar Peters (VU University Medical Center, Amsterdam, Netherlands) spoke at a symposium on the diabetic foot, asking whether 6 weeks is a sufficient duration of antibiotic treatment for osteomyelitis, and noting that an elevation in the sedimentation rate may persist for much longer periods, and may serve as a more useful biomarker than C-reactive protein (CRP) and procalcitonin in guiding the duration of antibiotic treatment, given the potential for adverse outcome associated with recurrence after antibiotic discontinuation. Two fascinating debates at the ADA addressed aspects of diabetic nephropathy. Peter Rossing (Steno Diabetes Center, Gentofte, Denmark) argued for and Robert Nelson (National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, AZ, USA) argued against the question of whether albuminuria in the absence of hypertension should be treated with angiotensin-converting enzyme inhibitors (ACEi) or angiotensin receptor blockers (ARB). Rossing pointed out that it is clear that such treatment is of benefit with blood pressure (BP) >140/90 mmHg, and noted that the time from microalbuminuria to end-stage renal disease (ESRD) may exceed 15–20 years, beyond the duration of existing clinical trials, leading to the question of what constitutes a normal BP, what situations should be considered high risk, for which 130/80 mmHg is the current ADA goal, and whether a normal BP may constitute masked hypertension under certain circumstances, further noting that BP lowering does not track well with the albuminuria-lowering effect of ACEi/ARB. Nelson suggested that relevant outcomes are renal failure, CVD, and cardiovascular (CV) mortality, but not microalbuminuria, pointing out that microalbuminuria may regress in association with lower BP, but also with lower levels of glycemia and lipids, and noting studies in which ACEi and ARB did not lead to improvement in albuminuria, and even in which ARB were associated with worse renal outcome, arguing that until biomarkers are found to show which patients with microalbuminuria benefit from treatment he would not use such agents. Dick de Zeeuw (University of Groningen, Groningen, The Netherlands) argued that albuminuria should be considered a therapeutic target, noting its association with endothelial dysfunction and its independent association with both CV and renal outcomes, and pointing to the relationship between albuminuria and endothelial glycocalyx, with evidence that sulodexide restores glycocalyx and reduces albuminuria. However, Merlin Thomas (The University of Melbourne, Melbourne, Vic., Australia) espoused the viewpoint that “the target is never albuminuria”, a surrogate that one would not expect to itself be a determinant of the benefit of a given treatment approach, making points that albuminuria is more of a symptom than a cause of renal disease, that the evidence shows benefits of ACEi/ARB rather than of specific albuminuria targets, and that there is at least the concern that maximally lowering albuminuria (e.g. with dual ACEi and ARB, or even with these plus a mineralocorticoid antagonist) may have a safety risk of increasing the likelihood of worsening renal function, particularly in people whose baseline renal function is severely compromised. The excitement of the recognition that sodium–glucose cotransporter 2 (SGLT2) inhibitors, glucagon-like peptide 1 receptor agonists (GLP1-RA), and thiazolidinediones are associated with CV benefit in diabetic people with existing CVD has led to new concepts of treatment. As Sanjay Kaul (Cedars-Sinai Medical Center, Los Angeles, CA, USA) commented, it would be hard to imagine “going back” to introducing new diabetes treatment approaches without CV outcome trials (CVOTs). Such trials in people with existing CVD require approximately 15 000 person-years of exposure. There is now recognition of heart failure, as well as atrial fibrillation and sudden death, as important additional CV outcomes, and there is intriguing evidence of potential for nephroprotection with SGLT2 inhibitors, as well as perhaps with incretin-based treatments. Kaul also noted, “we really have yet to study the low-risk population”, but there is a major issue: because of their much lower event rates, CVOTs for all people with type 2 diabetes mellitus (T2DM), rather than just those with existing CVD, may need more than a fourfold increase in numbers of enrollees, and following tens of thousands of people with diabetes for a decade would be a massive undertaking. An interesting suggestion made by Steven Marso (University of Texas Southwestern Medical Center, Dallas, TX, USA) was to consider enrollment of patients with a positive coronary calcium score, a group at intermediary risk. Other markers for such studies may include microalbuminuria and elevation in CRP. A fascinating subgroup analysis of the Exenatide Study of Cardiovascular Event Lowering (EXSCEL) Trial of once weekly exenatide used propensity matching to assess CV outcomes among those of the 7396 placebo-treated participants who received an SGLT2 inhibitor compared with those not so treated, finding a 21% lower rate of major adverse cardiovascular events (MACE), 50% lower all-cause mortality, and significant improvement rather than reduction in estimated glomerular filtration rate (eGFR; Abstract 130-LB). An implication: if some 10% of those receiving placebo but fewer of those receiving exenatide received these agents (additional treatment presumably being given for those needing better glycemic control), then part of any CV benefit of exenatide q.w. may have been masked. At a symposium on digital approaches to implementing knowledge from the National Diabetes Education Program, Ann Albright (Centers for Disease Control and Prevention, Atlanta, GA, USA), Linda Siminerio (University of Pittsburgh, Pittsburgh, PA, USA), John Piette (University of Michigan, Ann Arbor, MI, USA), and Athena Philis-Tsmikas (The Whittier Institute for Diabetes, La Jolla, CA, USA) reflected on various digital approaches, representing a continuum from mobile technology, texting, and emailing to a full “virtual lifestyle change program” based on “wearables”, apps, and coaches. Such approaches appear to have been effective in open-label uncontrolled studies of patients with diabetes in poor control, but there are issues with adherence and with real-world implementation, particularly in integration with electronic medical records and in making the intervention meaningful to the patient. Specific interventions seem possible, such as assuring that a population of people with diabetes has retinal screening or foot examination, but texting medication and blood glucose self-monitoring reminders had limited long-term efficacy. Judith Fradkin (Division of Diabetes, Endocrinology, and Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD, USA) pointed out the interest of the National Institute of Diabetes and Digestive and Kidney Diseases in digital translational research, noting that funding is available for appropriate products (see https://grants.nih.gov/grants/guide/pa-files/PAR-17-178.html, accessed 3 August 2018). An interesting study showed that adding saxagliptin to dapagliflozin plus metformin substantially reduced genital tract fungal infection from approximately 5% to 3% of treated people, perhaps an approach for people with this side effect, although one that may simply be due to reduction in glycosuria because of lower glucose levels with the addition of the DPP-4 inhibitor (Abstract 1171). As a reminder that even minor degrees of renal insufficiency attenuate the glucose-lowering effect of SGLT2 inhibitors, a comparison of sitagliptin versus dapagliflozin showed HbA1c reductions of 0.51% versus 0.36% at baseline eGFR of 78 mL/min per 1.73 m2 and HbA1c 7.8% (Abstract 1142). Sitagliptin also showed benefit when continued after initiation of insulin treatment, leading to a 1.88% reduction in HbA1c, whereas administration of insulin with placebo led to a 1.42% reduction (Abstract 112-LB). A network meta-analysis of drugs given in combination with metformin showed that DPP-4 inhibitors, thiazolidinediones, and GLP-1RA were associated with 27%, 22%, and 25% lower CVD mortality than sulfonylureas, whereas neither meglitinides nor α-glucosidase inhibitors were associated with better outcome (Abstract 1239). A propensity score matching comparison of 7561 people receiving DPP-4 inhibitors with the same number receiving a sulfonylurea showed a 34% reduction in the likelihood of dementia (Abstract 195-LB). A propensity score-matched comparison of dapagliflozin with a DPP-4 inhibitor in the CVD-REAL2 study showed the former to be associated with 26%, 13%, 14%, and 18% lower likelihood of death, heart failure, myocardial infarction, and stroke, respectively (Abstract 124-LB). A 1-year study of 1550 people with type 1 diabetes mellitus (T1DM) receiving placebo or the SGLT1/2 inhibitor sotagliflozin at daily doses of 200 or 400 mg showed less severe hypoglycemia (7.4% vs 5.7% and 4.4%) and greater reduction in HbA1c (by 0.2% and 0.3%), but diabetic ketoacidosis (DKA) in 0.2% vs 2.9% and 3.8% (Abstract 5-LB). The use of SGLT2 inhibitors in T1DM was the topic of another symposium at the ADA, again showing greater DKA occurrence with dapagliflozin, with empagliflozin (apparently not with a very low 2.5-mg dose), and with the dual SGLT1/2 inhibitor sotagliflozin. A recent meta-analysis of 11 trials of 3523 T1DM people treated with an SGLT2 inhibitor versus placebo failed to show a significant reduction in severe or total hypoglycemia, but did show a 0.4% reduction in HbA1c and a 2.34-fold increase in DKA, occurring in 1.54% of those receiving the SGLT2 inhibitor compared with 0.46% of those receiving placebo.5 One must wonder whether this in itself offers a sufficiently great benefit: risk ratio. A more compelling possibility was raised by David Cherney (University of Toronto, Toronto, Canada): might a cardiovascular/renal prevention trial with an SGLT inhibitor in T1DM, improve the “tremendous morbidity/mortality [and] unmet need” in these patients? A 1-year study of 26 people with T1DM receiving liraglutide versus 20 receiving placebo showed a 0.5%–0.6% HbA1c reduction from a baseline of 7.8%, in association with weight loss and BP lowering, but without reduction in hypoglycemia (Abstract 3-LB). A comparison of insulin patch pumps with insulin pen treatment using mulitple daily injections showed no difference in glycemic response on continuous glucose monitoring (Abstract 73-LB). A comparison of a novel rapidly absorbed insulin aspart preparation with the currently used preparation in 1445 diabetic people showed a 16% reduction in nocturnal hypoglycemia, but no difference in daytime events (Abstract 96-LB). A new glucagon preparation administered by nasal spray was may soon be available (Abstract 138-LB), offering greater potential usefulness than the existing glucagon emergency kits. The ADA meeting ended with a symposium in which the writing group presented the 2018 ADA-EASD consensus report on therapeutic approaches to hyperglycemia in T2D. Judith Fradkin noted the benefits of glycemic control in averting symptomatic hyperglycemia, with evidence of a reduction in microvascular complications by 50%–75% with HbA1c of 7% vs 9% in the DCCT and by 25% with HbA1c of 7% vs 7.9% in the UK Prospective Diabetes Study (UKPDS), but with greater benefit with reduction from higher levels of HbA1c. She pointed out that there is, however, uncertainty regarding macrovascular benefits of glycemic control in T2DM, and that these benefits appear to emerge slowly while adverse effects can be seen earlier, necessitating that risks and benefits be balanced, considering patient preferences. She noted that although HbA1c is the major tool used in assessment of glycemic control, with anemia or chronic kidney disease there may be discrepancies between HbA1c and glycemia, and that self-monitoring of blood glucose (SMBG) is useful for self-management with insulin treatment, although of more limited benefit outside insulin treatment with additional cost, while she considered the role of newer technologies not to have been established. Deborah Wexler (Massachusetts General Hospital, Boston, MA, USA) introduced the truly novel aspect of the consensus report, the recommendation that the presence of CVD is the major determinant of treatment recommendation: GLP-1RA are favored if atherosclerotic CVD predominates, in the order of liraglutide > semaglutide > exenatide q.w., or considering the SGLT2 inhibitor empagliflozin (interestingly, pioglitazone was not mentioned here despite the evidence of benefit in CVOTs); and SGLT2 inhibitors are recommended if heart failure predominates, and if the eGFR is adequate, with the recommendation to use GLP-1RA at lower eGFR levels, while avoiding thiazolidinediones. The potential renal benefits of SGLT2 inhibitors and liraglutide (based on its effect on albuminuria) were mentioned. Walter Kernan (Yale University, New Haven, CT, USA) further reviewed therapeutic options, mentioning among other points that long-acting insulin preparations may be associated with less hypoglycemia than neutral protamine Hagedorn (NPH) insulin, but that the former may not be better for all patients. Geltrude Mingrone (Catholic University, Rome, Italy) noted several disadvantages of SGLT2 inhibitors, in particular the increase in low-density lipoprotein cholesterol and the increase in amputation rates with canagliflozin and ertugliflozin, and opined that GLP-1RA “probably do not increase risk for pancreatitis…nor pancreatic cancer at least in the short term”. David D'Allessio (Duke University, Durham, NC, USA) gave the committee's recommendation “that metformin remain the initial drug…but there is the new data and new alternatives…[although] the safety, efficacy and costs continue to weigh”. He suggested considering initial combination treatment if a > 1% reduction in HbA1c is desired, reminded the audience that CV risk “be considered upfront” but “for the other 80%…need to minimize hypoglycemia…[and consider] issues of body weight”, with issues of cost leading to the use of metformin, then a sulfonylurea and/or a thiazolidinedione, in either order. Chantal Mathieu (University Hospital Gasthuisberg, Leuven, Belgium) opined that “the evidence now is strong enough” for combined use of GLP-1RA and insulin, whether as separate agents or in fixed-ratio premixed formulations, with consideration to adding an SGLT2 inhibitor, recognizing the risk of DKA with overly aggressive insulin down-titration and in the setting of surgery and other stress situations. John Buse (University of North Carolina, Chapel Hill, NC, USA) ended the session with some “knowledge gaps”, in developing approaches to personalization of treatment, in considering whether metformin's role as foundational treatment is just “a quirk of history”, in the use of SGLT2 inhibitors and GLP-1RA in primary prevention, and in whether they may have additive CVD benefit, in determining the appropriate use of SMBG and of continuous glucose monitoring, and a myriad of other fascinating questions. Diabetes of [accessed 3 August 3 August Barbara University, Boston, MA, Sinai Hospital, Toronto, Control and Complications of Diabetes Interventions in Diabetes and Vascular Disease: Preterax and Diamicron MR Controlled Edgar University Medical Center, Amsterdam, Diabetes Center, Gentofte, Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, AZ, mmHg, de of Groningen, Groningen, The University of Melbourne, Melbourne, Vic., Medical Center, Los Angeles, CA, outcome of Texas Southwestern Medical Center, Dallas, TX, Study of Cardiovascular Event Diabetes Education Ann for Disease Control and Prevention, Atlanta, GA, of Pittsburgh, Pittsburgh, PA, of Michigan, Ann Arbor, MI, Whittier Institute for Diabetes, La Jolla, CA, of Diabetes, Endocrinology, and Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD, accessed 3 August mg of Toronto, Toronto, Prospective Diabetes General Hospital, Boston, MA, University, New Haven, CT, University, Rome, University, Durham, NC, Hospital Gasthuisberg, Leuven, of North Carolina, Chapel Hill, NC,

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.219
Threshold uncertainty score0.523

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.244
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2018
Admission routes1
Has abstractyes

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