Cited by 2,720Diabetes and associated disordersDiabetes Management and ResearchDiabetes Treatment and Management

Type 1 diabetes

Open access
Atkinson, Mark A, Eisenbarth, George S, Michels, Aaron W·2014·The Lancet

Abstract

Over the past decade, knowledge of the pathogenesis and natural history of type 1 diabetes has grown substantially, particularly with regard to disease prediction and heterogeneity, pancreatic pathology, and epidemiology. Technological improvements in insulin pumps and continuous glucose monitors help patients with type 1 diabetes manage the challenge of lifelong insulin administration. Agents that show promise for averting debilitating disease-associated complications have also been identified. However, despite broad organisational, intellectual, and fiscal investments, no means for preventing or curing type 1 diabetes exists, and, globally, the quality of diabetes management remains uneven. This Seminar discusses current progress in epidemiology, pathology, diagnosis, and treatment of type 1 diabetes, and prospects for an improved future for individuals with this disease.

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Registry

Crossref · 10.1016/s0140-6736(13)60591-7

Cites

250 of 250 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

103 of 163 cited sources checked · 39 supported · 5 flagged · accuracy not yet measured

  • Premisecitation

    A third to half of Hispanic and African American children seem to have a form of type 1 diabetes without islet autoantibodies, and with pancreatic histology showing a lack of islets and complete loss of β cells-ie, pseudoatrophic islets.

    “For example, a third to half of Hispanic and African American children seem to have a form of type 1 diabetes without islet autoantibodies, and with pancreatic histology showing a lack of islets and complete loss of β cells—ie, pseudoatrophic islets.42”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [42] Gianani, 2010, Dimorphic histopathology of long-standing childhood-onset diabetes, Diabetologia source

      The Introduction (page unavailable) reports approximately 15%, not one-third to one-half, of children presenting with new-onset diabetes as autoantibody-negative in association with Hispanic and African-American ancestry. More decisively, the Results and Discussion (pages unavailable) say the two African-American and one Hispanic donors with the distinct pattern retained beta cells in every islet; they did not have the insulin-deficient islets described in the claim. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    In Finland, Germany, and Norway, annual increases in incidence of type 1 diabetes of 2·4%, 2·6%, and 3·3%, respectively, have been reported.

    “In Finland, Germany, and Norway, annual increases in incidence of 2·4%, 2·6%, and 3·3%, respectively, have been reported.16,19,20”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [16] Patterson, 2009, Incidence trends for childhood type 1 diabetes in Europe during 1989–2003 and predicted new cases 2005–20: a multicentre prospective registration study, Lancet source

      The Results table reports a 2·7% annual increase for the two Finnish regions studied, not the claimed 2·4%. It also reports 3·7% and 4·7% for the two German centres and 1·3% for the Norwegian counties, rather than the other figures in the sentence. These are centre-level estimates, not whole-country estimates. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [19] Thunander, 2008, Incidence of type 1 and type 2 diabetes in adults and children in Kronoberg, Sweden, Diabetes Res Clin Pract source
    • cites [20] Ehehalt, 2012, Prediction model for the incidence and prevalence of type 1 diabetes in childhood and adolescence: evidence for a cohort-dependent increase within the next two decades in Germany, Pediatr Diabetes source

      The citation appears to be offered for the German figure. The Results (p. 15) report an average annual increase of 4.4% in the Baden-Württemberg childhood type 1 diabetes registry during 1987–2006, not 2.6%. The Discussion (page unavailable) repeats 4.4%; the paper does not establish the claimed 2.6% German rate. (LLM, conf=0.85)

      Checked by a reasoning model — may be wrong.

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  • Premisecitation

    The fusion protein CTLA4-Ig (abatacept) preserved stimulated C-peptide concentration for only 9 months despite continuous intravenous administration for 2 years.

    “For example, the fusion protein CTLA4-Ig (abatacept) preserved stimulated C-peptide concentration for only 9 months despite continuous intravenous administration for 2 years.138”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [138] Orban, 2011, Co-stimulation modulation with abatacept in patients with recent-onset type 1 diabetes: a randomised, double-blind, placebo-controlled trial, Lancet source

      The Results report an estimated 9.6-month delay in C-peptide decline, not preservation lasting only nine months. The Discussion says the difference from placebo was maintained throughout the two years of abatacept administration, despite a subsequent parallel decline in both groups. The supplied passages do not give page numbers. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    The lack of firm diagnostic criteria for LADA, including retrospective criteria and similarities between patients with type 1 diabetes and LADA, have stunted enthusiasm for adopting it as a novel category for diabetes.

    “The lack of firm diagnostic criteria for LADA, including retrospective criteria and similarities between patients with type 1 diabetes and LADA, have stunted enthusiasm for adopting it as a novel category for diabetes.40”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [40] Gale, 2005, Latent autoimmune diabetes in adults: a guide for the perplexed, Diabetologia source
  • Premisecitation

    Type 1A (autoimmune) diabetes accounts for the 70-90% of patients with type 1 disease that have immunological, self-reactive autoantibodies.

    “leading to proposed classifications of type 1A (autoimmune) diabetes,41 for the 70–90% of patients with type 1 disease that have immunological, self-reactive autoantibodies”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Eisenbarth, 2007, Update in type 1 diabetes, J Clin Endocrinol Metab source

      The classification section identifies type 1A as immune-mediated diabetes and anti-islet autoantibodies as its best distinguishing markers. It says approximately 90% of newly diagnosed patients with type 1A diabetes have one or more measured autoantibodies; it does not say that 70–90% of all patients with type 1 diabetes have autoantibodies or belong to the type 1A category. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims. 58
  • Classified as probably not a substantial claim. 61
  • The quote only partly states this claim. 1
  • May combine two claims.

    Premisecitation

    Recent data suggest that although most patients with longstanding type 1 diabetes have few β cells, if any, there is evidence for β-cell regeneration in infants and very young children, but not in adolescents or adults.

    “Recent data suggest that although most patients with longstanding type 1 diabetes have few β cells, if any, there is evidence for β-cell regeneration in infants and very young children (but not in adolescents or adults).51,52”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [51] Gregg, 2012, Formation of a human beta-cell population within pancreatic islets is set early in life, J Clin Endocrinol Metab source

      The paper reports a burst of β-cell proliferation in the first two years of normal life, with little growth thereafter (Abstract; page unavailable). It does not establish regeneration in patients with longstanding type 1 diabetes or address how many β cells those patients retain. It also reports rare β-cell neogenesis in adolescents and adults, so the claim’s categorical exclusion of those ages is not supported. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [52] Keenan, 2010, Residual insulin production and pancreatic ß-cell turnover after 50 years of diabetes: Joslin Medalist Study, Diabetes source

      The Discussion (page unavailable in our copy) says β-cells can be replenished despite prolonged autoimmune stress and reports evidence of β-cell proliferation in people with type 1 diabetes for over 50 years. That is contrary to the claim that regeneration does not occur in adults. The paper does not establish the claimed contrast with infants and very young children. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Type 1 diabetes is one of the most common chronic diseases of childhood.

    “Although type 1 diabetes can be diagnosed at any age, it is one of the most common chronic diseases of childhood.4”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [4] Gale, 2005, Type 1 diabetes in the young: the harvest of sorrow goes on, Diabetologia source

      The paper’s main text (page unavailable) discusses childhood-onset type 1 diabetes and reports rising incidence in Europe. It does not say whether type 1 diabetes is among the most common chronic diseases of childhood; searches for that phrase and for childhood disease prevalence found no comparison with other diseases. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Not all patients with type 1 diabetes have immunological characteristics, leading to proposed classifications of type 1A (autoimmune) diabetes and type 1B (idiopathic) diabetes.

    “However, not all patients with type 1 diabetes have these characteristics, leading to proposed classifications of type 1A (autoimmune) diabetes,41 for the 70–90% of patients with type 1 disease that have immunological, self-reactive autoantibodies, and type 1B (idiopathic) diabetes, representing the remainder whose specific pathogenesis remains unclear.42”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [41] Eisenbarth, 2007, Update in type 1 diabetes, J Clin Endocrinol Metab source
    • cites [42] Gianani, 2010, Dimorphic histopathology of long-standing childhood-onset diabetes, Diabetologia source

      The Introduction reports that about 15% of children presenting with new-onset diabetes produce no islet autoantibodies, and the Discussion says the causes of some other forms of childhood-onset diabetes need further study. The paper does not identify this entire remainder as type 1B (idiopathic) diabetes; it also discusses other possible forms, including type 2 and monogenic diabetes. No page numbers are available in our copy. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Age at symptomatic onset of type 1 diabetes is no longer a restricting factor.

    “Historically, type 1 diabetes was largely considered a disorder in children and adolescents, but this opinion has changed over the past decade, so that age at symptomatic onset is no longer a restricting factor.3”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [3] Leslie, 2010, Predicting adult-onset autoimmune diabetes: clarity from complexity, Diabetes source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A 2011 study of adult-onset type 1 diabetes suggested that autoimmune type 1 diabetes in children and adults differs by just a few age-dependent genetic effects.

    “A 2011 study of adult-onset type 1 diabetes suggested that autoimmune type 1 diabetes in children and adults differs by just a few age-dependent genetic effects;48”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [48] Howson, 2011, Genetic analysis of adult-onset autoimmune diabetes, Diabetes source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In 2009, the American Diabetes Association modified their guidelines for diabetes diagnosis to include glycated haemoglobin (HbA1C) of 6·5% or higher.

    “In 2009, the American Diabetes Association modified their guidelines for diabetes diagnosis to include glycated haemoglobin (HbA1C; a test that averages blood glucose concentrations over 3 months) of 6·5% or higher.35”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [35] 2009, International Expert Committee report on the role of the A1C assay in the diagnosis of diabetes, Diabetes Care source

      The Recommendations and conclusions section recommends diagnosing diabetes at A1C ≥6.5%. But the opening section says the report represents the International Expert Committee’s views, not necessarily those of the American Diabetes Association, and invites professional organizations to consider its recommendations. It does not establish that the ADA modified its guidelines in 2009. (LLM, conf=0.89)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    If 5-15% of adults diagnosed with type 2 diabetes actually have type 1 disease, perhaps as many as 50% of actual type 1 diabetes cases are misdiagnosed as type 2, meaning that the number of cases of type 1 disease is vastly underestimated.

    “if this is the case, perhaps as many as 50% of actual type 1 diabetes cases are misdiagnosed as type 2, meaning that the number of cases of type 1 disease is vastly underestimated.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [36] Tuomi, 2005, Type 1 and type 2 diabetes: what do they have in common?, Diabetes source

      The ‘Latent Autoimmune Diabetes in Adults’ section (pp. S40–S45) reports LADA in some adults diagnosed with type 2 diabetes, including prevalence estimates of 4.2–13.2% in specified Caucasian populations. It does not estimate that 50% of actual type 1 cases are diagnosed as type 2 or conclude that type 1 case counts are vastly underestimated. Its discussion also treats LADA as heterogeneous, rather than equating every LADA case with type 1 diabetes. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Incidence of type 1 diabetes in Estonia is less than one-third of the incidence in Finland, although the two countries are separated by less than 120 km.

    “For example, incidence in Estonia is less than one-third of the incidence in Finland, although the two countries are separated by less than 120 km.17”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [17] Podar, 2001, Increasing incidence of childhood-onset type I diabetes in 3 Baltic countries and Finland 1983–1998, Diabetologia source

      The Results report mean childhood-onset type 1 diabetes incidence of 11.2 in Estonia and 37.7 in Finland during 1983–1998, making Estonia’s rate less than one-third of Finland’s. The passages found do not state that the countries are separated by less than 120 km. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Both the concept of autoimmune destruction and the concept that remaining β cells are incapable of regeneration have been debated.

    “Both of these concepts of pathogenesis of type 1 diabetes have been debated.50,51”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [50] Butler, 2007, The replication of beta cells in normal physiology, in disease and for therapy, Nat Clin Pract Endocrinol Metab source
    • cites [51] Gregg, 2012, Formation of a human beta-cell population within pancreatic islets is set early in life, J Clin Endocrinol Metab source

      The passage labeled Abstract (page unavailable) reports occasional β-cell neogenesis in adults, which bears on the idea that β cells cannot regenerate. But the study examined normal human pancreases, not remaining β cells in type 1 diabetes, and our copy does not address whether autoimmune destruction is debated. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Genetic changes or more children being born from mothers with type 1 diabetes cannot solely explain the rapid rates of increased incidence of type 1 diabetes.

    “Genetic changes or more children being born from mothers with type 1 diabetes cannot solely explain such rapid rates of increased incidence.22”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [22] Soltesz, 2007, Worldwide childhood type 1 diabetes incidence—what can we learn from epidemiology?, Pediatr Diabetes source

      The 'Temporal trends in incidence' section reports rising childhood type 1 diabetes incidence, and 'Childhood type 1 diabetes' offers environmental and lifestyle factors as potential explanations. This supports the broader point that genetics alone need not explain the increase, but the paper does not address whether an increase in births to mothers with type 1 diabetes could explain it. Page numbers were unavailable in our copy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In many countries, the rise in incidence of type 1 diabetes has fluctuated, although Sweden has recently seen incidence rates plateau.

    “In many countries, the rise in incidence of type 1 diabetes has fluctuated, although Sweden has recently seen incidence rates plateau.12”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [12] Berhan, 2011, Thirty years of prospective nationwide incidence of childhood type 1 diabetes: the accelerating increase by time tends to level off in Sweden, Diabetes source

      The Results (Generalized additive models; page unavailable) report that Swedish childhood type 1 diabetes incidence leveled off during the last seven years studied. The paper also describes rising incidence in many countries and short-term variation, but it does not establish that the rise fluctuated in many countries. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Type 1 diabetes is generally thought to be precipitated by an immune-associated, if not directly immune-mediated, destruction of insulin-producing pancreatic β cells.

    “Type 1 diabetes is generally thought to be precipitated by an immune-associated, if not directly immune-mediated, destruction of insulin-producing pancreatic β cells.1,2”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [1] Todd, 2010, Etiology of type 1 diabetes, Immunity source
    • cites [2] Bluestone, 2010, Genetics, pathogenesis and clinical interventions in type 1 diabetes, Nature source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Type 1B (idiopathic) diabetes represents the remainder of type 1 diabetes cases whose specific pathogenesis remains unclear.

    “and type 1B (idiopathic) diabetes, representing the remainder whose specific pathogenesis remains unclear.42”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [42] Gianani, 2010, Dimorphic histopathology of long-standing childhood-onset diabetes, Diabetologia source

      The Introduction (page unavailable) says most childhood-onset diabetes is immune-mediated type 1A and identifies other, less well-characterised forms. The Discussion (page unavailable) calls for further study of the causes of a distinct histological pattern. Neither passage identifies those cases as type 1B (idiopathic) or says they constitute the remainder of type 1 diabetes cases. (LLM, conf=0.79)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Increases in incidence of type 1 diabetes have not occurred equally across all age groups; in Europe, the most substantial increases have been in children younger than 5 years of age.

    “Increases in incidence have not occurred equally across all age groups; in Europe, the most substantial increases have been noted in children younger than 5 years of age.5,21”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [5] Harjutsalo, 2008, Time trends in the incidence of type 1 diabetes in Finnish children: a cohort study, Lancet source
    • cites [21] 2006, Incidence and trends of childhood type 1 diabetes worldwide 1990–1999, Diabet Med source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Type 1 diabetes is most common in Finland (>60 cases per 100 000 people each year) and Sardinia (around 40 cases per 100 000 people each year).

    “Type 1 diabetes is most common in Finland (>60 cases per 100 000 people each year) and Sardinia (around 40 cases per 100 000 people each year).16”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [16] Patterson, 2009, Incidence trends for childhood type 1 diabetes in Europe during 1989–2003 and predicted new cases 2005–20: a multicentre prospective registration study, Lancet source

      The Results table (page not available in our copy) shows high childhood type 1 diabetes incidence in two Finnish regions, but its highest reported rate is 52.6 per 100,000, not over 60. The paper does not report a rate for Sardinia, and its rates concern children aged 0–14 rather than people of all ages. (LLM, conf=0.85)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Subtypes of type 2 diabetes in children are poorly characterised, particularly in minority populations in the USA.

    “similarly, subtypes of type 2 diabetes in children are poorly characterised, particularly in minority populations in the USA.44”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [44] Dabelea, 2007, Incidence of diabetes in youth in the United States, JAMA source

      The Comment section reports that some US youth clinically diagnosed with type 2 diabetes had positive autoantibodies and says their role among minority youth requires further exploration. This supports uncertainty about one aspect of type 2 diabetes in minority children, but does not establish the broader claim that its subtypes generally are poorly characterised. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Other factors that complicate diagnosis of type 1 diabetes include the growing problem of obesity, difficulties in health-care provider recognition of disease, and increasingly diverse genetic admixtures due to migration and social changes.

    “Other factors that complicate diagnosis of type 1 diabetes include the growing problem of obesity (both childhood and adult), difficulties in health-care provider recognition of disease, and increasingly diverse genetic admixtures due to migration and social changes.45–47”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [45] Wilkin, 2009, The accelerator hypothesis: a review of the evidence for insulin resistance as the basis for type I as well as type II diabetes, Int J Obes (Lond) source
    • cites [46] Soderstrom, 2012, Being born in Sweden increases the risk for type 1 diabetes—a study of migration of children to Sweden as a natural experiment, Acta Paediatr source
    • cites [47] Puett, 2012, Neighborhood context and incidence of type 1 diabetes: the SEARCH for Diabetes in Youth study, Health Place source

      The Introduction discusses type 1 diabetes incidence, genetics and environmental factors, while the Study design describes how cases were identified and validated; neither addresses obstacles to diagnosis. Searches for obesity, provider recognition and genetic admixture due to migration found no passage linking them to diagnostic difficulty in our copy. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A plethora of environmental influences have been purported to affect the epidemiology of type 1 diabetes, with infant and adolescent diets, vitamin D and vitamin D pathway constituents, and viruses receiving the most focus.

    “A plethora of environmental influences have been purported to affect the epidemiology of type 1 diabetes,25 with infant and adolescent diets,26 vitamin D and vitamin D pathway constituents,27–29 and viruses receiving the most focus.30,31”
    Quote in the paperNot a substantial claim3 of 5 sources checked
    • cites [25] Maclaren, 1992, Is insulin-dependent diabetes mellitus environmentally induced?, N Engl J Med source
    • cites [26] Knip, 2010, Infant feeding and the risk of type 1 diabetes, Am J Clin Nutr source
    • cites [27] Svoren, 2009, Significant vitamin D deficiency in youth with type 1 diabetes mellitus, J Pediatr source

      The Methods and Results (page unavailable) show that this study measured vitamin D status in youth who already had type 1 diabetes, supporting vitamin D as a topic of research in this population. It does not examine whether vitamin D or its pathway constituents influence the incidence or epidemiology of type 1 diabetes; the diet and virus portions have separate citations. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [28] Blanton, 2011, Reduced serum vitamin D-binding protein levels are associated with type 1 diabetes, Diabetes source
    • cites [29] Cooper, 2011, Inherited variation in vitamin D genes is associated with predisposition to autoimmune disease type 1 diabetes, Diabetes source
  • May combine two claims.

    Interpretationcitation

    Disease heterogeneity is an important aspect of type 1 diabetes, and suggests a role for genetics, age at disease onset, and intensity of disease management on the ability to retain β-cell function.

    “Thus, disease hetero geneity is an important asp of type 1 diabetes, and suggests a role for genetics, age at disease onset, and intensity of disease management on the ability to retain β-cell”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [84] Keenan, 2010, Residual insulin production and pancreatic ss-cell turnover after 50 years of diabetes: Joslin Medalist Study, Diabetes source

      The Results and Discussion (page unavailable in our copy) show substantial variation in residual C-peptide and associate higher levels with HLA genotype, later age at onset, and better glycemic control. They do not assess the intensity of disease management or establish that management intensity affects retention of β-cell function; glycemic control is not the same measure. (LLM, conf=0.85)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In Mozambique, the life expectancy for a newly diagnosed child with type 1 diabetes is 7 months.

    “For example, in Mozambique, the life expectancy for a newly diagnosed child with type 1 diabetes is 7 months.123”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [123] Beran, 2005, Access to care for patients with insulin-requiring diabetes in developing countries: case studies of Mozambique and Zambia, Diabetes Care source

      In “Estimates of prevalence and prognosis” (Table 2; page not specified), the paper estimates 0.6 years—about seven months—for a child aged 0–14 with insulin-requiring diabetes in rural Mozambique. The claim omits the rural restriction: the paper’s national estimate for that age group is 3.5 years. The table also does not specify newly diagnosed children with type 1 diabetes. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
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    Premisecitation

    These autoantibodies can appear as early as 6 months of age, with a peak incidence before 2 years of age in genetically susceptible individuals; thus, they are present months to years before symptomatic onset.

    “These autoantibodies can appear as early as 6 months of age, with a peak incidence before 2 years of age in genetically susceptible individuals;66 thus, they are present months to years before symptomatic onset.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [66] Ziegler, 2012, Age-related islet autoantibody incidence in offspring of patients with type 1 diabetes, Diabetologia source

      The Results and Discussion report peak autoantibody incidence from 9 months to 2 years in genetically at-risk children. The claim that autoantibodies can appear as early as 6 months is not established by this study: the Discussion reports no seroconversion at 3 or 6 months in the BABYDIET cohort, while cautioning that its size cannot rule out occurrence then. The citation precedes the sentence’s concluding inference about symptomatic onset, so that inference is not part of the attributed claim. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    A trial comparing a sensor-augmented pump with multiple daily injection therapy showed significant improvement in HbA1C reduction with less hypoglycaemia in the sensor-augmented pump cohort.

    “A trial comparing a sensor-augmented pump with multiple daily injection therapy showed significant improvement in HbA1C reduction with less hypoglycaemia in the sensor-augmented pump cohort.88,94”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [88] Bergenstal, 2010, Effectiveness of sensor-augmented insulin-pump therapy in type 1 diabetes, N Engl J Med source

      The Results report a significantly greater HbA1c reduction with sensor-augmented pump therapy. But the Adverse Events section says hypoglycemia measures were similar between groups, and the Results report no significant difference in severe hypoglycemia rates; the claim of less hypoglycaemia is not supported. Page numbers were unavailable in our copy. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [94] 2011, Sensor-augmented pump therapy for A1C reduction (STAR 3) study: results from the 6-month continuation phase, Diabetes Care source

      The Abstract Conclusions report greater A1C reductions with sensor-augmented pump therapy than with multiple daily injections. The Results do not support the claim of less hypoglycaemia: in the continuation phase, severe hypoglycaemia rates were not significantly different between the continuing-pump and crossover groups. Our copy does not establish a lower hypoglycaemia rate for the pump cohort versus the injection cohort. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    A study in Finland identified 230 infants with a first-degree relative with type 1 diabetes, and randomly assigned infants to receive a hydrolysed infant formula or conventional formula whenever breast milk was not available during the first 6-8 months of life.

    “A study in Finland128 identified 230 infants with a first-degree relative with type 1 diabetes, and randomly assigned infants to receive a hydrolysed infant formula or conventional formula whenever breast milk was not available during the first 6–8 months of life.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [128] Knip, 2010, Dietary intervention in infancy and later signs of beta-cell autoimmunity, N Engl J Med source
  • May combine two claims.

    Premisecitation

    When comparing the safety and efficacy of overnight closed-loop delivery of insulin with conventional insulin-pump therapy in adults with type 1 diabetes, closed-loop delivery improved overnight control of glycaemia and reduced the risk of nocturnal hypoglycaemia.

    “when comparing the safety and efficacy of overnight closed-loop delivery of insulin with conventional insulin-pump therapy in adults with type 1 diabetes, closed-loop delivery improved overnight control of glycaemia and reduced the risk of nocturnal hypoglycaemia.98,99”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [98] Garg, 2012, Reduction in duration of hypoglycemia by automatic suspension of insulin delivery: the in-clinic ASPIRE study, Diabetes Technol Ther source
    • cites [99] Buckingham, 2010, Prevention of nocturnal hypoglycemia using predictive alarm algorithms and insulin pump suspension, Diabetes Care source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Lipid and metabolite profiles can serve as markers for impending type 1 diabetes; these markers include decreased phosphatidylcholine at birth, and reduced triglycerides and antioxidant ether phospholipids followed by increased proinflammatory lysophosphatidylcholine several months before seroconversion to autoantibody positivity.

    “Lipid and metabolite profiles can also serve as markers for impending type 1 diabetes; these markers include decreased phosphatidylcholine at birth, and reduced triglycerides and antioxidant ether phospholipids followed by increased proinflammatory lysophosphatidylcholine several months before seroconversion to auto antibody positivity.70”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [70] Oresic, 2008, Dysregulation of lipid and amino acid metabolism precedes islet autoimmunity in children who later progress to type 1 diabetes, J Exp Med source
  • May combine two claims.

    Premisecitation

    A randomised controlled trial in adults with type 1 diabetes reported lower HbA1C concentrations with sensor-augmented pump therapy than with injection therapy, and a greater proportion of patients reaching the targeted levels of HbA1C.

    “A randomised controlled trial in adults with type 1 diabetes reported lower HbA1C concentrations with sensor-augmented pump therapy than with injection therapy, and a greater proportion of patients reaching the targeted levels of HbA1C.88”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [88] Bergenstal, 2010, Effectiveness of sensor-augmented insulin-pump therapy in type 1 diabetes, N Engl J Med source
  • May combine two claims.

    Premisecitation

    Metabolic changes in the natural history of type 1 diabetes are marked by decreased early C-peptide response at least 2 years before onset, increased glucose fluctuations as an individual approaches onset, and an overall linear rise, with a last-minute surge, in plasma glucose in the months before onset.

    “Metabolic changes in the natural history of type 1 diabetes are marked by decreased early C-peptide response at least 2 years before onset,80 increased glucose fluctuations as an individual approaches onset,81 and an overall linear rise, with a last-minute surge, in plasma glucose in”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [80] Sosenko, 2010, Trends of earlier and later responses of C-peptide to oral glucose challenges with progression to type 1 diabetes in diabetes prevention trial-type 1 participants, Diabetes Care source

      Split into 3 atoms — 1 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [81] Sosenko, 2010, Glucose excursions between states of glycemia with progression to type 1 diabetes in the diabetes prevention trial-type 1 (DPT-1), Diabetes source
    • cites [82] Ferrannini, 2010, Progression to diabetes in relatives of type 1 diabetic patients: mechanisms and mode of onset, Diabetes source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    HLA class II show the strongest association with type 1 diabetes, where haplotypes DRB1*0401-DQB1*0302 and DRB1*0301-DQB1*0201 confer the greatest susceptibility, and DRB1*1501 and DQA1*0102-DQB1*0602 provide disease resistance.

    “Of the many HLA types, HLA class II show the strongest association with type 1 diabetes, where haplotypes DRB1*0401-DQB1*0302 and DRB1*0301-DQB1*0201 confer the greatest susceptibility, and DRB1*1501 and DQA1*0102-DQB1*0602 provide disease resistance.74”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [74] Erlich, 2008, HLA DR-DQ haplotypes and genotypes and type 1 diabetes risk: analysis of the type 1 diabetes genetics consortium families, Diabetes source

      The Results (page not provided) place both named susceptibility haplotypes among the most susceptible and identify DRB1*1501-DQA1*0102-DQB1*0602 as highly protective. But DRB1*0405-DQA1*0301-DQB1*0302 has a higher reported odds ratio than either named susceptibility haplotype, so the claim that those two confer the greatest susceptibility overstates the risk ranking. The passages also do not compare the strength of class II associations with other HLA classes. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Leptin might benefit type 1 diabetes therapy via its ability to reverse a catabolic state through suppression of hyperglucagonaemia.

    “Leptin, the adipocyte hormone, might also benefit type 1 diabetes therapy via its ability to reverse a catabolic state through suppression of hypergluca-gonaemia.103”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [103] Oral, 2012, Leptin for type 1 diabetes: coming onto stage to be (or not?), Pediatr Diabetes source
  • May combine two claims.

    Premisecitation

    GLP-1 might prove beneficial, with studies noting that this incretin decreased peak postprandial glucose by 45% regardless of residual β-cell function.

    “GLP-1 might also prove beneficial, with studies noting that this incretin decreased peak postprandial glucose by 45% regardless of residual β-cell function.101”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [101] Kielgast, 2011, Antidiabetic actions of endogenous and exogenous GLP-1 in type 1 diabetic patients with and without residual beta-cell function, Diabetes source
  • May combine two claims.

    Premisecitation

    Not all individuals with anti-β-cell autoimmunity progress to overt disease; less than 5% who express a single type 1 diabetes-associated autoantibody progress.

    “Not all individuals with anti-β-cell autoimmunity progress to overt disease (less than 5% who express a single type 1 diabetes-associated autoantibody progress41), for reasons unknown.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Eisenbarth, 2007, Update in type 1 diabetes, J Clin Endocrinol Metab source

      The Prediction section (page unavailable) says that having at least two islet autoantibodies is highly predictive of progression, supporting the distinction between autoantibody expression and overt diabetes. It does not give a progression rate for people with a single autoantibody, so the claimed figure of less than 5% is unsupported. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Two studies have provided cost estimates specifically for type 1 diabetes, proposing an annual figure of $14·4-14·9 billion in the USA.

    “However, two studies have provided cost estimates specifically for type 1 diabetes, proposing an annual figure of $14·4–14·9 billion in the USA.104,105”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [104] Dall, 2009, Distinguishing the economic costs associated with type 1 and type 2 diabetes, Popul Health Manag source
    • cites [105] Tao, 2010, Estimating the cost of type 1 diabetes in the US: a propensity score matching method, PLoS One source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A recent report found that after myocardial infarction, patients with type 1 diabetes express antibodies to cardiac proteins, whereas patients with type 2 diabetes do not.

    “a finding that might be explained by a recent report that, after myocardial infarction, patients with type 1 diabetes express antibodies to cardiac proteins, whereas patients with type 2 diabetes do not.111”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [111] Gottumukkala, 2012, Myocardial infarction triggers chronic cardiac autoimmunity in type 1 diabetes, Sci Transl Med source

      The Results section ('Discovery of a PIA syndrome in human T1D patients'; page not provided) reports cardiac autoantibodies in 15/18 post-MI patients with type 1 diabetes, supporting that part of the claim. It also reports them in 3/20 post-MI patients with type 2 diabetes, so the assertion that those patients do not express such antibodies is too absolute. (LLM, conf=0.92)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Although it is often stated that symptoms occur when 90-95% of β cells are lost, diagnosis of type 1 diabetes can occur when roughly two-thirds of the islets are devoid of insulin-producing cells.

    “Although it is often stated that symptoms occur when 90–95% of β cells are lost, diagnosis of type 1 diabetes can occur when roughly two-thirds of the islets are devoid of insulin-producing cells.61,62”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [61] Foulis, 1984, The pancreas in recent-onset type 1 (insulin-dependent) diabetes mellitus: insulin content of islets, insulitis and associated changes in the exocrine acinar tissue, Diabetologia source

      The Patients section says nine children died within 24 hours of diagnosis, and the Results and Discussion report many insulin-deficient islets in their pancreases. But the available Table 1 text does not provide usable counts, and no passage establishes that roughly two-thirds of islets lacked insulin-producing cells at diagnosis. The Discussion’s separate “two-thirds” figure describes the A-cell composition of insulin-deficient islets, not the proportion of islets affected. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [62] Willcox, 2009, Analysis of islet inflammation in human type 1 diabetes, Clin Exp Immunol source
  • May combine two claims.

    Premisecitation

    Pramlintide has been shown to reduce postprandial hyperglycaemia, bodyweight, insulin dosage, and HbA1C concentrations, and to reduce postprandial glucagon and glucose excursions and slow gastric emptying.

    “The hormone pramlintide has been shown to reduce postprandial hyperglycaemia, bodyweight, insulin dosage, and HbA1C concentrations, and to reduce postprandial glucagon and glucose excursions and slow gastric emptying.102”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [102] Ryan, 2009, Review of pramlintide as adjunctive therapy in treatment of type 1 and type 2 diabetes, Drug Des Devel Ther source
  • May combine two claims.

    Premisecitation

    Although endogenous insulin secretion is typically low, maintenance is important since it is associated with less retinopathy and less severe hypoglycaemia at later stages of the disease.

    “Although this endogenous secretion is typically low, maintenance is important since it is associated with less retinopathy and less severe hypoglycaemia at later stages of the disease.86”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [86] Steffes, 2003, Beta-cell function and the development of diabetes-related complications in the diabetes control and complications trial, Diabetes Care source

      The paper reports that sustained C-peptide (and thus insulin) secretion was associated with less retinopathy and fewer episodes of severe hypoglycemia in DCCT participants with type 1 diabetes (p. 1). It does not establish those associations specifically at later stages of disease; its discussion notes that most patients eventually lose β-cell function (p. 4). (LLM, conf=0.80)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Individuals with type 1 diabetes have a ten-times higher risk for cardiovascular events than age-matched non-diabetic populations.

    “Individuals with type 1 diabetes have a ten-times higher risk for cardiovascular events (eg, myocardial infarction, stroke, angina, and the need for coronary-artery revascularisation) than age-matched non-diabetic populations.107”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [107] Orchard, 2006, Type 1 diabetes and coronary artery disease, Diabetes Care source

      In “The Magnitude of the Problem” (page not available), the review reports a tenfold or greater increase in coronary heart disease mortality compared with U.S. national data. It also reports elevated coronary-event rates in people with type 1 diabetes, but does not establish a tenfold risk for the broader set of cardiovascular events listed in the citing sentence compared with age-matched people without diabetes. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    This mechanism might help explain the differing rates of progression to type 1 diabetes in adults versus children, where only minor variations in genetic susceptibility have been noted.

    “This mechanism might help explain the differing rates of progression to type 1 diabetes in adults versus children, where only minor variations in genetic susceptibility have been noted.48”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [48] Howson, 2011, Genetic analysis of adult-onset autoimmune diabetes, Diabetes source
  • May combine two claims.

    Premisecitation

    Islet-cell transplantation depends on overcoming recurrent autoimmunity and averting alloimmunity.

    “Similarly, islet-cell transplantation depends on overcoming recurrent autoimmunity and averting alloimmunity.153”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [153] Vendrame, 2010, Recurrence of type 1 diabetes after simultaneous pancreas-kidney transplantation, despite immunosuppression, is associated with autoantibodies and pathogenic autoreactive CD4 T-cells, Diabetes source

      The Conclusions and Discussion describe recurrent autoimmunity as a cause of graft loss despite immunosuppression. The Results also document rejection of a second pancreas graft, supporting the need to avert alloimmune rejection. However, the patients received pancreas-kidney transplants, not islet-cell transplants, so the claim extends the clinical finding to a different transplant setting. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationcitation

    Islet transplantation remains an experimental procedure, with ongoing research focusing on new methods using biomaterials, immune modulation, site of delivery, improved vascularisation, and more.

    “Therefore, islet transplantation remains an experimental procedure, with ongoing research focusing on new methods using biomaterials (eg, encapsulation), immune modulation, site of delivery, improved vascularisation, and more.151”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [151] Gibly, 2011, Advancing islet transplantation: from engraftment to the immune response, Diabetologia source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Despite decades of investigation, the mechanisms by which β cells are eliminated or selectively destroyed (apart from antigen-specific immune responses) remain unclear.

    “Despite decades of investigation, the mechanisms by which β cells are eliminated or selectively destroyed (apart from antigen-specific immune responses) remain unclear.55”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [55] Atkinson, 2011, How does type 1 diabetes develop?: the notion of homicide or beta-cell suicide revisited, Diabetes source

      The section on β-cell ‘suicide’ describes several possible contributors to selective destruction, including cytokine sensitivity and ER stress, while the section on immune-mediated destruction says multiple elimination pathways may operate together. The paper supports the idea that the process is not fully resolved, but it does not say that mechanisms apart from antigen-specific immune responses are simply unknown. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In the past 5 years, interest in reversal of type 1 diabetes has grown.

    “In the past 5 years, interest in reversal of type 1 diabetes has grown.134”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [134] Greenbaum, 2011, Persistence is the twin sister of excellence: an important lesson for attempts to prevent and reverse type 1 diabetes, Diabetes source

      The main text (page unavailable) describes expanding therapeutic approaches and pharmaceutical involvement, and Table 1 lists large trials seeking to reverse type 1 diabetes. This supports growing interest, but the paper describes developments over roughly a decade rather than establishing the claimed five-year period. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    To achieve progress with islet-cell transplantation, investigators are focusing on xenotransplantation, encapsulation, novel sites for cell delivery, and development of surrogate insulin-producing cells.

    “To achieve progress with islet-cell transplantation, investigators are focusing on xenotransplantation, encapsulation, novel sites for cell delivery (eg, eye), and development of surrogate insulin-producing cells.151”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [151] Gibly, 2011, Advancing islet transplantation: from engraftment to the immune response, Diabetologia source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The terms type 1A and type 1B diabetes are not commonly used.

    “Despite knowledge gains that could allow for adopting this new set of terminologies for subgrouping cases of type 1 diabetes, the terms type 1A and type 1B diabetes are not commonly used;”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Diagnosis of diabetes has historically included fasting blood glucose higher than 7 mmol/L (126 mg/dL), any blood glucose of 11·1 mmol/L (200 mg/dL) or higher with symptoms of hyperglycaemia, or an abnormal 2-hour glucose-tolerance test.

    “Diagnosis of diabetes has historically included fasting blood glucose higher than 7 mmol/L (126 mg/dL), any blood glucose of 11·1 mmol/L (200 mg/dL) or higher with symptoms of hyperglycaemia, or an abnormal 2 horal glucose-tolerance test.34”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [34] 2012, Diagnosis and classification of diabetes mellitus, Diabetes Care

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Over the past decade, knowledge of the pathogenesis and natural history of type 1 diabetes has grown substantially, particularly regarding disease prediction and heterogeneity, pancreatic pathology, and epidemiology.

    “Over the past decade, knowledge of the pathogenesis and natural history of type 1 diabetes has grown substantially, particularly with regard to disease prediction and heterogeneity, pancreatic pathology, and epidemiology.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Despite efforts to standardise diagnosis of type 1 diabetes, the causes and typology remain unclear.

    “Despite efforts to standardise diagnosis of type 1 diagnosis, the causes and typology remain unclear.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Another dogma is that in patients with longstanding type 1 diabetes, the pancreas is devoid of insulin-producing cells and the remaining β cells are incapable of regeneration.

    “Another dogma is that in patients with longstanding disease, the pancreas is devoid of insulin-producing cells and the remaining β cells are incapable of regeneration.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Globally, the quality of diabetes management remains uneven.

    “and, globally, the quality of diabetes management remains uneven.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Technological improvements in insulin pumps and continuous glucose monitors help patients with type 1 diabetes manage lifelong insulin administration.

    “Technological improvements in insulin pumps and continuous glucose monitors help patients with type 1 diabetes manage the challenge of lifelong insulin administration.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    An immediate need for exogenous insulin replacement is a hallmark of type 1 diabetes, for which lifetime treatment is needed.

    “An immediate need for exogenous insulin replacement is also a hallmark of type 1 diabetes, for which lifetime treatment is needed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The incidence of type 1 diabetes varies with seasonal changes and birth month.

    “The incidence of type 1 diabetes varies with seasonal changes and birth month.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Type 1 diabetes is uncommon in China, India, and Venezuela (around 0·1 cases per 100 000 people each year).

    “By contrast, the disorder is uncommon in China, India, and Venezuela (around 0·1 cases per 100 000 people each year).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Polydipsia, polyphagia, and polyuria along with overt hyperglycaemia remain diagnostic hallmarks in children and adolescents, and to a lesser extent in adults.

    “Polydipsia, polyphagia, and polyuria (the classic trio of symptoms associated with disease onset) along with overt hyperglycaemia remain diagnostic hallmarks in children and adolescents, and to a lesser extent in adults.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    No means for preventing or curing type 1 diabetes exists.

    “However, despite broad organisational, intellectual, and fiscal investments, no means for preventing or curing type 1 diabetes exists”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    Most cases of type 1 diabetes represent an immune, if not autoimmune-mediated disorder, meaning patients often show features of an immunological contribution to disease pathogenesis.

    “Most cases of type 1 diabetes represent an immune, if not autoimmune-mediated disorder, meaning patients often show features of an immunological contribution to disease pathogenesis (eg, autoantibodies or genetic associations with genes controlling immune responses).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Type 1 diabetes is slightly more common in boys and men.

    “Whereas most autoimmune disorders disproportionately affect women, type 1 diabetes is slightly more common in boys and men.6”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6] Ostman, 2008, Gender differences and temporal variation in the incidence of type 1 diabetes: results of 8012 cases in the nationwide Diabetes Incidence Study in Sweden 1983–2002, J Intern Med source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Type 1 diabetes can be diagnosed at any age.

    “Although type 1 diabetes can be diagnosed at any age, it is one of the most common chronic diseases of childhood.4”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Agents that show promise for averting debilitating disease-associated complications have been identified.

    “Agents that show promise for averting debilitating disease-associated complications have also been identified.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    CD8+ T cells are the most predominant population within the insulitis lesion, followed by macrophages (CD68+), CD4+ T cells, B lymphocytes (CD20+), and plasma cells (CD138+).

    “In terms of potential pathogenic mechanisms, CD8+ T cells are the most predominant population within the insulitis lesion, followed by (in declining order) macrophages (CD68+), CD4+ T cells, B lymphocytes (CD20+), and plasma cells (CD138+).62”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [62] Willcox, 2009, Analysis of islet inflammation in human type 1 diabetes, Clin Exp Immunol source
  • May combine two claims.

    Premisecitation

    Insulin degludec might improve basal insulin administration in patients with type 1 diabetes, since it provides effective glycaemic control and reduces the risk of nocturnal hypoglycaemia.

    “Examples include insulin degludec (recently approved for use in the EU, although approval declined by the US Food and Drug Administration), an analogue that might improve basal insulin administration in patients with type 1 diabetes, since it provides effective glycaemic control and reduces the risk of nocturnal hypoglycaemia.100”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [100] Heller, 2012, Insulin degludec, an ultra-longacting basal insulin, versus insulin glargine in basal-bolus treatment with mealtime insulin aspart in type 1 diabetes (BEGIN Basal-Bolus Type 1): a phase 3, randomised, open-label, treat-to-target non-inferiority trial, Lancet source
  • May combine two claims.

    Premisecitation

    A meta-analysis has shown that insulin pumps lower HbA1C concentrations more than multiple daily injections in adults with type 1 diabetes, with similar rates of hypoglycaemia.

    “A meta-analysis has also shown that insulin pumps lower HbA1C concentrations more than multiple daily injections in adults with type 1 diabetes, with similar rates of hypoglycaemia.89”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [89] Yeh, 2012, Comparative effectiveness and safety of methods of insulin delivery and glucose monitoring for diabetes mellitus: a systematic review and meta-analysis, Ann Intern Med source
  • May combine two claims.

    Premisecitation

    FOXP3+ cells (regulatory T cells) and natural killer cells are rare in the insulitis lesion.

    “Surprisingly, FOXP3+ cells (ie, regulatory T cells; a population of intense research interest2) and natural killer cells are rare in this lesion.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [62] Willcox, 2009, Analysis of islet inflammation in human type 1 diabetes, Clin Exp Immunol source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Organisations such as the International Diabetes Federation, Life for a Child, Insulin for Life, and others are developing means to alleviate the disparity in insulin access.

    “Fortunately, organisations such as the International Diabetes Federation, Life for a Child, Insulin for Life, and others are developing means to alleviate this disparity.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Low-glucose suspend systems are currently available for clinical use in Europe, but remain in clinical trial testing in the USA.

    “Low-glucose suspend systems are currently available for clinical use in Europe, but remain in clinic trial testing in the USA.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Premisenone given

    The discovery of insulin in 1921-22 was clearly the most significant therapeutic event in the history of type 1 diabetes.

    “The discovery of insulin in 1921–22 was clearly the most significant therapeutic event in the history of type 1 diabetes;”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Nearly three decades have passed since the first immune-based therapies, using ciclosporin, were attempted to reverse type 1 diabetes.

    “Nearly three decades have passed since the first immune-based therapies, using ciclosporin, were attempted to reverse type 1 diabetes.125”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [125] Bach, 2011, A historical view from thirty eventful years of immunotherapy in autoimmune diabetes, Semin Immunol source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    The physical, social, and economic costs of type 1 diabetes are difficult to calculate, and attempts to quantify these variables typically do not distinguish between type 1 and type 2 disease.

    “The physical, social, and economic costs of type 1 diabetes are difficult to calculate, and attempts to quantify these variables typically do not distinguish between type 1 and type 2 disease.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationcitation

    Continuous glucose monitoring is most appropriate for highly motivated patients with type 1 diabetes who are willing to wear the monitoring device, and those with continuous poor control during intensive insulin therapy.

    “Therefore, continuous glucose monitoring is most appropriate for highly motivated patients with type 1 diabetes who are willing to wear the monitoring device, and those with continuous poor control during intensive insulin therapy.93”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [93] Ahmet, 2011, Prevalence of nocturnal hypoglycemia in pediatric type 1 diabetes: a pilot study using continuous glucose monitoring, J Pediatr source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisenone given

    Since type 1 diabetes is now a predictable disease, several large trials are investigating methods to prevent or delay the onset of disease.

    “Since type 1 diabetes is now a predictable disease, several large trials are investigating methods to prevent or delay the onset of disease.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Efforts are underway to combine insulin pumps and continuous glucose monitors with a computer algorithm-ie, an integrated closed-loop system, or artificial pancreas.

    “Efforts are underway to combine insulin pumps and continuous glucose monitors with a computer algorithm—ie, an integrated closed-loop system, or artificial pancreas (figure 5).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The nPOD effort attempts to extend investigations to the entire pancreas, rather than be limited by use of a biopsy sample.

    “Additionally, the nPOD effort attempts to extend investigations to the entire pancreas, rather than be limited by use of a biopsy sample.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Current sensor-augmented pump therapy uses each device independently, but integration of both systems is being investigated.

    “Although current sensor-augmented pump therapy uses each device independently, integration of both systems is being investigated.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Once a critical mass (not well defined) of β cells is destroyed, symptomatic onset occurs, and the need for exogenous insulin replacement begins.

    “Once a critical mass (not well defined) of β cells is destroyed, symptomatic onset occurs, and the need for exogenous insulin replacement begins.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Premisecitation

    Of the remaining loci, only those for the insulin VNTR, PTPN22, CTLA4, and IL2RA are associated with odds ratios greater than 1·1.

    “Of the remaining loci, only those for the insulin VNTR, PTPN22, CTLA4, and IL2RA are associated with odds ratios greater than 1·1.75”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [75] Polychronakos, 2011, Understanding type 1 diabetes through genetics: advances and prospects, Nat Rev Genet source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Cardiovascular disease is becoming a more common macrovascular complication as individuals with type 1 diabetes live longer.

    “Cardiovascular disease is becoming a more common macrovasular complication as individuals with in type 1 diabetes live longer.106”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [106] Melendez-Ramirez, 2010, Complications of type 1 diabetes, Endocrinol Metab Clin North Am source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Inequalities in the availability of technologies to reduce complications, improve quality of life, and improve diabetes management raise ethical concerns.

    “Inequalities in the availability of technologies to reduce complications, improve quality of life, and improve diabetes manage ment (eg, HbA1C testing and blood-glucose monitoring) also raise ethical concerns.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    This classification seems appropriate in view of the ongoing disease processes and the near certainty that such individuals will eventually become symptomatic (insulin dependent).

    “This classification seems appropriate in view of the ongoing disease processes and the near certainty that such individuals will eventually become symptomatic (insulin dependent).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A model originally posed in 1986, updated in 2001, and modified subsequently, poses that individuals are born with various degrees of genetic susceptibility for type 1 diabetes.

    “A model originally posed in 1986,77 updated in our 2001 article,78 and modified subsequently, poses that individuals are born with various degrees of genetic susceptibility for type 1 diabetes.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [77] Eisenbarth, 1986, Type I diabetes mellitus. A chronic autoimmune disease, N Engl J Med source
    • cites [78] Atkinson, 2001, Type 1 diabetes: new perspectives on disease pathogenesis and treatment, Lancet source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisereasoning

    This model has stood the test of time, but some modifications should be considered due to knowledge gains.

    “Although this model has stood the test of time, some modifications should be considered due to knowledge gains (figure 4).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Many practical and intellectual advances have been made since the first immune-based therapies, including improved metabolic testing, better understanding of disease pathogenesis, and availability of immune markers.

    “Many practical and intellectual advances have been made since then, including improved metabolic testing, better understanding of disease pathogenesis, and availability of immune markers.126”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [126] van Belle, 2011, Type 1 diabetes: etiology, immunology, and therapeutic strategies, Physiol Rev source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The risk for microvascular complications, including retinopathy, nephropathy, and neuropathy, decreases with intensive insulin therapy.

    “The risk for microvascular complications, including retinopathy, nephropathy, and neuropathy, decreases with intensive insulin therapy.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Over the past 5 years, several large clinical trials have advanced the prediction and prevention of microvascular complications.

    “Over the past 5 years, several large clinical trials have advanced the prediction and prevention of microvascular complications (table 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Preserving insulin secretion after disease onset is increasingly a therapeutic goal, and can involve intensive insulin therapy, mechanical technologies, or immune intervention to disrupt β-cell destruction.

    “Therefore, preserving insulin secretion after disease onset is increasingly a therapeutic goal, and can involve intensive insulin therapy, mechanical technologies, or, as in several trials, immune intervention to disrupt β-cell destruction.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Symptomatic onset happens after a silent phase that lasts for months to many years, which could, in genetically susceptible individuals with multiple autoantibodies, be considered asymptomatic type 1 diabetes.

    “This symptomatic onset happens after a silent phase that lasts for months to many years, that could, in genetically susceptible individuals with multiple autoantibodies, be considered asymptomatic type 1 diabetes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Efforts to prevent or cure type 1 diabetes are now done via large collaborative networks, with rigorous mechanistic assays and uniform protocols.

    “Efforts to prevent or cure type 1 diabetes are now done via large collaborative networks (eg, NIH TrialNet, Immune Tolerance Network, and Islet Cell Transplantation Consortium), with rigorous mechanistic assays and uniform protocols.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Type 1 diabetes is clearly a polygenic disorder, with nearly 40 loci (so far) known to affect disease susceptibility.

    “Type 1 diabetes is clearly a polygenic disorder, with nearly 40 loci (so far) known to affect disease susceptibility.72”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [72] Concannon, 2009, Genetics of type 1A diabetes, N Engl J Med source
  • May combine two claims.

    Premisecitation

    Tamborlane and colleagues reported that a real-time continuous glucose monitoring system decreased the amount of time spent in hypoglycaemia (<4 mmol/L [70 mg/dL]) and lowered HbA1C when used by patients an average of 6 days a week.

    “Tamborlane and colleagues91 reported that a real-time continuous glucose monitoring system decreased the amount of time spent in hypoglycaemia (<4 mmol/L [70 mg/dL]) and lowered HbA1C when used by patients an average of 6 days a week.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [91] Tamborlane, 2008, Continuous glucose monitoring and intensive treatment of type 1 diabetes, N Engl J Med source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The Pittsburgh Epidemiology of Diabetes Complications study of type 1 diabetes reported cardiovascular events in adult patients younger than 40 years of age to be 1% per year, and three times higher in individuals older than 55 years.

    “The Pittsburgh Epidemiology of Diabetes Complications study108 of type 1 diabetes reported cardiovascular events in adult patients younger than 40 years of age to be 1% per year, and three times higher in individuals older than 55 years.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [108] Maser, 1991, Cardiovascular disease and arterial calcification in insulin-dependent diabetes mellitus: interrelations and risk factor profiles. Pittsburgh Epidemiology of Diabetes Complications Study-V, Arterioscler Thromb source
  • May combine two claims.

    Interpretationreasoning

    These results imply that single-agent immunosuppression alone might be insufficient to completely control the autoimmune destruction of β cells, or that more specific and targeted therapies are needed.

    “These results imply that single-agent immunosuppression alone might be insufficient to completely control the autoimmune destruction of β cells, or that more specific and targeted therapies are needed.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisenone given

    In addition to preserving production of C-peptide, a key goal is to induce immune tolerance against β cells and thereby halt autoimmune destruction.

    “In addition to preserving production of C-peptide, a key goal is to induce immune tolerance against β cells and thereby halt autoimmune destruction.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Despite the advances in type 1 diabetes research and therapy, some researchers and clinicians are disappointed by a perceived lack of progress.

    “Despite the advances in type 1 diabetes research and therapy, some researchers and clinicians are disappointed by a perceived lack of progress.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Combination therapies that target several pathogenic pathways and improve β-cell viability might be needed to preserve endogenous insulin production in patients with type 1 diabetes.

    “Combination therapies that target several pathogenic pathways and improve β-cell viability might be needed to preserve endogenous insulin production in patients with type 1 diabetes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Other phase 2 studies of immune modulators showed evidence of therapeutic efficacy in settings of recent-onset type 1 diabetes; however, even with continued use, most did not show durable effects.

    “Other phase 2 studies of immune modulators showed evidence of therapeutic efficacy in settings of recent-onset type 1 diabetes; however, even with continued use, most did not show durable effects.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Knowledge voids that have long existed for type 1 diabetes remain today.

    “Knowledge voids that have long existed for type 1 diabetes, unfortunately, remain today.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Efforts are underway to assign specific phenotypes to genotypes and to improve understanding of the genetic risk for type 1 diabetes by genotyping at multiple susceptibility loci.

    “Efforts are underway to assign specific phenotypes to genotypes, and to improve understanding of the genetic risk for type 1 diabetes by genotyping at multiple susceptibility loci.154”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [154] Winkler, 2012, A strategy for combining minor genetic susceptibility genes to improve prediction of disease in type 1 diabetes, Genes Immun source
    • Rests on an assumption: Although many genotypic associations with type 1 diabetes exist, the specific phenotypes resulting from these genetic influences are largely unknown.
  • May combine two claims.

    Premisecitation

    Nicotinamide and intranasal insulin have not been shown to delay or prevent diabetes onset.

    “Other agents used for secondary prevention, nicotinamide and intranasal insulin, have not been shown to delay or prevent diabetes onset.132,133”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [132] Gale, 2004, European Nicotinamide Diabetes Intervention Trial (ENDIT): a randomised controlled trial of intervention before the onset of type 1 diabetes, Lancet source
    • cites [133] Näntö-Salonen, 2008, Nasal insulin to prevent type 1 diabetes in children with HLA genotypes and autoantibodies conferring increased risk of disease: a double-blind, randomised controlled trial, Lancet source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Many of the limitations for islet transplantation hold true for another promising area, the use of stem cells as insulin-producing surrogates for β cells.

    “Many of the limitations for islet transplantation hold true for another promising area, the use of stem cells as insulin-producing surrogates for β cells.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A post-hoc analysis suggested that individuals with high titre insulin autoantibodies benefited from oral insulin treatment-it was estimated that diabetes onset was delayed as much as 5 years.

    “but a post-hoc analysis suggested that individuals with high titre insulin autoantibodies benefited from treatment—it was estimated that diabetes onset was delayed as much as 5 years.131”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [131] Skyler, 2005, Effects of oral insulin in relatives of patients with type 1 diabetes: the Diabetes Prevention Trial—Type 1, Diabetes Care source
99 of 99
  • The paper relies on this without support.

    A limited donor pool is a hurdle for islet-cell transplantation.

    “Additional hurdles for islet-cell transplantation include a limited donor pool and the need for chronic immunosuppression (or a method to induce long-term immunological tolerance) to allow for functional engraftment.”
  • The paper relies on this without support.

    The need for chronic immunosuppression (or a method to induce long-term immunological tolerance) is a hurdle for islet-cell transplantation to allow for functional engraftment.

    “Additional hurdles for islet-cell transplantation include a limited donor pool and the need for chronic immunosuppression (or a method to induce long-term immunological tolerance) to allow for functional engraftment.”
  • The paper relies on this without support.

    Although many genotypic associations with type 1 diabetes exist, the specific phenotypes resulting from these genetic influences are largely unknown.

    “An additional complication arises from the fact that although many genotypic associations with the disease exist, the specific phenotypes resulting from these genetic influences are largely unknown.”
  • The paper relies on this without support.

    Earlier interventions in animal models of type 1 diabetes seem to be more efficacious.

    “This concept is based on studies in animal models of type 1 diabetes, where earlier interventions seem to be more efficacious, and the belief that intervention before a critical threshold of remnant β-cell mass is lost would avoid several sequelae that are often present at symptomatic onset (eg, glucose toxicity, stress response, etc).”
  • The authors state this as an assumption.

    Intervention before a critical threshold of remnant β-cell mass is lost would avoid several sequelae that are often present at symptomatic onset.

    “This concept is based on studies in animal models of type 1 diabetes, where earlier interventions seem to be more efficacious, and the belief that intervention before a critical threshold of remnant β-cell mass is lost would avoid several sequelae that are often present at symptomatic onset (eg, glucose toxicity, stress response, etc).”
  • The paper relies on this without support.

    Type 1 diabetes begins long before symptomatic onset.

    “Additional modifications that could improve the applicability of type 1 diabetes research include changes in clinical trial design (eg, adaptive trial design),156 identifying more practical therapies (in terms of finance and delivery of public health care), better defining disease heterogeneity,147 utilising animal models of type 1 diabetes more effectively,127 and applying the concept that type 1”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Sustained near-normoglycemia is associated with fewer chronic complications and better quality of life in people with type 1 diabetes.

    “sustained near-normoglycemia is associated with fewer chronic complications and better quality of life [1,2,3].”

    From Does Resistant Starch Formed by Cooling Pasta Decrease the Postprandial Glycemic Response in Type 1 Diabetes? A Randomized Single-Blind Crossover Study (2026) · cites this paper as [2]

    The Burden of type 1 diabetes section says achieving normoglycaemia is an important goal, especially for avoiding complications; its Complications subsection reports fewer cardiovascular and microvascular complications with intensive treatment. The Access to insulin subsection mentions technologies that improve quality of life, but does not establish that sustained near-normoglycaemia itself is associated with better quality of life. Page numbers are unavailable in our copy. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • Type 1 diabetes results from destruction of insulin-producing pancreatic beta cells due to an immune-associated or environmental insult.

    “Destruction of the insulin-producing pancreatic beta cells due to an immune-associated or environmental insult results in type 1 diabetes [5].”

    From Recent Experimental Studies of Maternal Obesity, Diabetes during Pregnancy and the Developmental Origins of Cardiovascular Disease (2022) · cites this paper as [5]

    The Introduction describes type 1 diabetes as generally precipitated by immune-associated destruction of insulin-producing pancreatic β cells. The Natural history section says environmental influences might affect the onset and continuation of β-cell autoimmunity, but does not establish a separate environmental insult as a cause of β-cell destruction. The citing sentence presents that alternative more definitively than the source does. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • Type 1 diabetes mellitus is an autoimmune disorder in which immune cells destroy insulin-producing β-cells of the pancreas, resulting in little to no insulin production.

    “Type 1 diabetes mellitus (T1DM) is an autoimmune disorder in which immune cells destroy insulin-producing β-cells of the pancreas, resulting in little to no insulin production1.”

    From The epidemiology of type 1 diabetes mellitus in older adults (2025) · cites this paper as [1]

    The Introduction describes type 1 diabetes as generally thought to involve immune-associated destruction of insulin-producing pancreatic β cells, supporting the claim’s main mechanism. But the Diagnosis section says most—not all—cases are immune-mediated and distinguishes an idiopathic subtype; the categorical description of all T1DM as autoimmune overstates the source. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • T1D is more 'severe' than T2D, as ~90% of beta-cells are destroyed by autoimmunity, which results in vastly reduced insulin levels.

    “T1D is more “severe” than T2D, as ~90% of beta-cells are destroyed by autoimmunity, which results in vastly reduced insulin levels.108”
  • Type 1 diabetes results from selective destruction of beta cells by immune cells infiltrating the islets of Langerhans.

    “a consensus model has emerged in which type 1 diabetes is envisaged to result from the selective destruction of beta cells by immune cells infiltrating the islets of Langerhans [1–3, 8, 9].”

Cites

Flagged first, then by citations

1 of the 251 references couldn’t be matched to a known paper.

Research works printed but not linked: 1

  1. Keenan, 2010, Residual insulin production and pancreatic ss-cell turnover after 50 years of diabetes: Joslin Medalist Study, Diabetes, 59, 2846, 10.2337/db10-0676 · DOI · Paper page

Cited by

Sorted by citations

Authors
Atkinson, M. A., Eisenbarth, G. S., & Michels, A. W.
Affiliations
University of Florida Health (US)
Corresponding author
Atkinson, Mark A
Venue
The Lancet
Publisher
Elsevier BV
Published
2014-01
Volume
383
Issue
9911
Pages
69-82
ISSN
  • 0099-5355 (ISSN-L)
  • 0140-6736
OpenAlex
W2062573090
Cited by
2,713
References
251
Citations by year
2026: 162 · 2025: 206 · 2024: 242 · 2023: 228 · 2022: 241 · 2021: 257 · 2020: 242 · 2019: 209 · 2018: 220 · 2017: 181 · 2016: 140 · 2015: 142 · 2014: 82 · 2013: 36 · 2012: 27
FWCI
83.78
Type
journal article
Language
en
Open access
Locations
  • The Lancet (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
Keywords
type 1 diabetes, pathogenesis, natural history (disease), disease heterogeneity, disease prediction, pancreatic pathology, insulin pump, continuous glucose monitoring
MeSH terms
Diabetes Mellitus, Type 1, Humans, Hypoglycemic Agents, Insulin

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-27.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-27.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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