Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2021 Mar 1.
Published in final edited form as: Lancet Diabetes Endocrinol. 2020 Jan 29;8(3):249–256. doi: 10.1016/S2213-8587(20)30022-X

Inadequate β-cell mass is essential for the pathogenesis of type 2 diabetes

Gordon C Weir 1, Jason Gaglia 1, Susan Bonner-Weir Joslin 1
PMCID: PMC7098467  NIHMSID: NIHMS1563345  PMID: 32006519

Abstract

For patients with type 1 diabetes, it is accepted among the scientific community that there is a marked reduction in β-cell mass; however, with type 2 diabetes, there is disagreement as to whether this reduction in mass occurs in every case. Some have argued that β-cell mass in some patients with type 2 diabetes is normal and that the cause of the hyperglycaemia in these patients is a functional abnormality of insulin secretion. In this Personal View, we argue that a deficient β-cell mass is essential for the development of type 2 diabetes. The main point is that there are enormous (≥10 fold) variations in insulin sensitivity and insulin secretion in the general population, with a very close correlation between these two factors for any individual. Although β-cell mass cannot be accurately measured in living patients, it is highly likely that it too is highly correlated with insulin sensitivity and secretion. Thus, our argument is that a person with type 2 diabetes can have a β-cell mass that is the same as a person without type 2 diabetes, but because they are insulin resistant, the mass is inadequate and responsible for their diabetes. Because the abnormal insulin secretion of diabetes is caused by dysglycaemia and can be largely reversed with glycaemic control, it is a less serious problem than the reduction in β-cell mass, which is far more difficult to restore.


The relationship between β-cell mass and function is important for understanding the normal metabolic state and pathogenesis of diabetes. Clearly the hyperglycemia of both type 1 and 2 diabetes (T1D and T2D) results from the failure of β cells to provide enough insulin. With T1D β cells are depleted by autoimmune killing and with T2D there is a combination of insufficient β-cell mass and function to meet the demands of insulin resistance. While some have downplayed the importance of loss of β-cell mass 13, we think it is of critical importance. A fundamental point is that β-cell mass of an individual with T2D may be in the “normal” range but still be insufficient, which results in climbing blood glucose levels that have adverse effects on β cells, this process being called glucotoxicity 48. Fortunately, the effects of glucotoxicity can be largely reversed by normalization of glucose levels with treatment. However, the only way in which β-cell mass can currently be restored in either T1D or T2D is by pancreas or islet transplantation. The goal of this perspective is to explore the relationships between β-cell mass and function and to explain why deficiency of mass is so important to the pathogenesis of diabetes.

The trap of thinking that β-cell mass is normal in T2D

β-cell mass in human pancreas can be measured by volumetric morphometry and roughly consists of 250 thousand to one million pancreatic islets or around 250 million to one billion β cells 9,10. In a study of 52 non-diabetic adult humans β-cell mass varied considerably ranging from 0.25 to 1.5 gm 11. When measured in in either obese of non-obese T2D, there is also great variation and considerable overlap with the non-diabetic controls, but β-cell mass as a group in T2D is clearly lower 1113. Because of the overlap of the groups, some conclude that many people with T2D have a normal β-cell mass. However, we argue that this conclusion is incorrect, in that a given β-cell mass in T2D may be within the range of non-diabetic subjects, but it is not normal for that individual. A way to understand this is to appreciate the huge variability of insulin sensitivity and insulin secretion in a normal population. The insulin sensitivity index (Si; x 10−5 min−1/pM) can vary between 2 and 20 (Figure 1) 14. Likewise, fasting plasma insulin levels in the same population can vary between 20 and 200 pM. In spite of this remarkable variation, fasting plasma glucose levels are normally maintained within a very narrow range of about 70–90 mg/dl, this being largely driven by the β-cell set-point for secretion. Although we cannot yet measure β-cell mass in living subjects, one can predict that insulin sensitivity, secretion and β-cell mass are well correlated in a normal non-diabetic population.

Figure 1. The relationship between S1 and fasting insulin.

Figure 1.

Study of 55 males and 38 females, shown by best fit relationship for the 5th, 25th, 75th and 95th percentiles. This demonstrates the marked variations in insulin sensitivity and fasting insulin levels in a non-diabetic population. Yet, there is an obvious correlation with insulin levels rising as insulin sensitivity decreases. Reproduced from Kahn et al. 14 with permission from the American Diabetes Association.

Let us consider several examples. An individual who is insulin sensitive with a low β-cell mass can produce enough insulin to avoid diabetes, and someone with insulin resistance from any of a variety of causes can avoid diabetes because they have a high enough β-cell mass to produce sufficient insulin. What then accounts for the large differences in β-cell mass? There is good reason to think that insulin resistance is the cause of the increased mass, which probably takes place earlier in life when there is more growth potential 15. Thus, we can guess that a child with insulin resistance will have a better capacity for increasing β-cell mass than an individual who may have been thin and active early in life, but then became sedentary and obese later in life. Diabetes then develops when β-cell mass is inadequate for whatever degree of insulin sensitivity is present. This inadequate β-cell mass could result from insufficient expansion of β-cell mass or increased rate of β-cell death. There must be some people who have reduced capacity for β cell expansion early in life due to genetic and other factors such as intrauterine growth retardation and childhood illness. Others are likely to have an increased rate of β cell death relative to birth that is caused by a great variety of possibilities including ER stress, IAPP toxic oligomers, inflammation, oxidative stress, glucotoxicity, “overwork”, etc. The importance of lipotoxicity has recently be called into question 16. Questions have also been raised about whether transdifferentiation of α cells to β cells significantly influences β-cell mass 1720, but these need further study. Taking all of this together, many with T2D will indeed have a β-cell mass that overlaps with the normal range, but for each of those individuals with hyperglycemia the mass is insufficient.

Arguments are also made that individuals with T2D with reduced β-cell mass at autopsy do not really have a reduced number of β cells as some β cells are not identified because they are dedifferentiated and depleted of insulin content 1,2. Thus, they are not identified with immunostaining for insulin and are therefore considered to be “empty” β cells. However, the weight of evidence indicates that such islet cells that do not contain insulin or other hormones are few in number, being in the range of 1–3%, thus not having a significant effect on measured β-cell volume 21,22. Another weakness of the empty β-cell argument is that islets are reduced in size in T2D 23, which is what would be expected with preferential loss of β cells, but not if β cells had simply lost their insulin content.

Another issue is whether there is enough reduction in insulin content of β cells to be rate-limiting for secretion. This has been studied with the conclusion that the insulin content per gram of human pancreas in T2D is reduced by only about 30% 11,24, which should have little if any impact on secretion.

Then taking the argument further that people with T2D have a problem with β-cell function but not with mass begs the question of how do the β cells become dysfunctional and dedifferentiated? Abundant data indicates that inadequate mass comes first, which allows glucose levels to rise, thereby subjecting β cells to the abnormal glucose environment that causes glucotoxicity with its accompanying phenotypic changes and impaired insulin secretion 4,6. We are not aware of any alternative mechanism that would cause the impaired function. Increased demand caused by worsening insulin resistance does not provide a good explanation because as long as glucose levels are controlled β cells continue to have very good secretory function 25,26. Questions are raised about intrinsic β-cell defects that might exist independently of hyperglycemia. Many of the GWAS genes linked to T2D are related to β-cell function 27, but with the exception of a few types of MODY 28 we are not aware of these being associated with markedly disrupted GSIS as long as glucose values remain in the truly normal range. Thus, the β-cell functional changes of both types 1 and 2 diabetes appear to be largely driven by glucotoxicity rather than by genetics.

Variability of β-cell function as it relates to mass

For any individual with a given β-cell mass, we know that the chronic output of insulin can vary greatly. Just increasing carbohydrate intake for three days will increase insulin secretion 29 and creating insulin resistance by giving nicotinic acid for two weeks will do the same 30, yet in neither situation would there be a meaningful increase in β-cell mass. With the insulin resistance of obesity, a given β-cell mass chronically secretes more insulin. β-cell mass as determined from study of cadaver pancreases is increased in obese subjects, but only modestly, with estimates being only about 20–50% more than that of normal weight individuals 11,12,31. Yet, the rate of insulin secretion over a 24-hour period is 100% more than normal 25,26.

Glucotoxicity is another example of how insulin secretion from a given mass of β cells can vary enormously. We know that even very modest elevations in glucose are associated with and probably cause obliteration of first-phase glucose-stimulated insulin secretion and with further increases in glucose there is a marked loss of insulin secretion in response to not only glucose alone but also to glucose potentiation of insulin secretion by other secretagogues such as arginine or isoproterenol 4,3236. Fortunately, the effects of glucotoxicity are largely reversible. We know that insulin secretion can be rapidly and dramatically improved after gastric bypass 37 as well as by aggressive insulin treatment of T2D 38. We also know that insulin secretion is greatly improved when individuals with new-onset T1D enter a partial remission or “honeymoon” phase 39.

To understand variability of secretion, β-cell heterogeneity must also be considered. This heterogeneity has been studied for many years 40,41, but is now much better understood 4247. We can now appreciate that at any chronological age of a person or animal, there are β cells that are young, old, senescent or dying and that the proportions of these change over time. Not only do β cells differ, but islets do as well. Thus, in human islets the overall ratio of β cells to α cells has been reported to be 2.4/1 but there can be great variability between islets, with some islets consisting mostly of α cells or, vice versa, mostly of β cells 48,49. In addition, there can be great variation of aging markers between islets; for example, in old mice the aging marker insulin-like growth factor receptor 1 (IGFR1) can be present as determined by immunostaining in most of the β-cells in one islet and completely absent in β cells in another islet from the same pancreatic section 42. It seems likely that secretion from these different kinds of β cells will vary considerably.

The increased secretion driven by insulin resistance could mean that most β cells increase their insulin secretion but in addition, that there is probably a group of less active cells that are recruited. In rats, a population of inactive islets have been identified using markers of hypoxia that might be considered “sleeping islets” 50,51. When demand for secretion was increased by partial pancreatectomy, some of these islets became better oxygenated and functional, and when demand was reduced, the number of these less active islets increased. For technical reasons it has not been possible to show that this phenomenon is occurring in humans.

Expansion of β-cell mass: Replication and neogenesis

In early life insulin secretion must increase to meet the demands of growing organs that require insulin. While increased insulin secretion from existing cells can contribute to this demand, expansion of β-cell mass is required, and this results from a combination of β-cell neogenesis and self-duplication 6,15,52. We think the neogenesis comes mainly from the normal growth of the pancreas, such that when new pancreatic lobes form they contain new islets 53. When there is increased demand from the insulin resistance in rodents, the increase in β-cell mass appears to come mainly from self-replication. This can best be appreciated by studies of db/db mice 54, Zucker Diabetic Fatty (ZDF) rats 55, and from the genetic induction of insulin resistance in mice by such maneuvers as knocking out insulin receptors in the liver 56. Support for the key contribution of self-replication comes from the impressive increase in islet size due mainly to increased β-cell numbers without similar expansion of other islet cell types such as α cells. The capacity of β cells to replicate has been studied mostly in relatively young rodents, so we must be careful about extrapolations to human. Nonetheless, we know that, as is the case for rodents 57,58, the potential for replication in humans falls with age 15. Yet it has become clear that a low level of replication continues later in life59,60 and the expansion of beta cell growth in adult humans is supported by increased relative volume of beta cells and increased islet size in in non-diabetic subjects with insulin resistance 61.

One can ask if glucose-driven β-cell hyperplasia can be found in humans during the progression to T1D but very few pancreases end up being available for the possibility to be properly studied. However, there was a very provocative report in 1907 of a 10-year old boy who died of diabetes 62. At autopsy while there was an overall decrease in beta cell volume per field, a population of islets was found that had a volume about double that measured in islets of 5 control subjects. We know that the destructive process of islet inflammation is very patchy in that the β-cells of some islets are completely destroyed while β cells in many other islets look perfectly normal 63. Thus it seems plausible that as overall β-cell volume fell the rising glucose levels could push “healthy” islets of a child to develop this β-cell hyperplasia. This concept is further supported by the study of pancreases from deceased subjects with T1D by Gepts in 1965 64. For subjects between the ages of 8–20 those with recent onset T1D (“acute juvenile diabetes”) had higher median islet area than non-diabetic controls, 8·8 ± 0·8 versus 5·5±0·9 μ2×103 (p= 0·013). Similar findings were observed by Maclean and Ogilvie 65 and Cecil 66.

In spite of earlier doubts by some, we now know that substantial postnatal islet neogenesis takes place 6,67. Pancreas growth in early life occurs partly through the formation of new lobes containing new islets. Neogenesis also occurs during pancreas regeneration as has been well documented with partial pancreatectomy studies in rodents 68, and It appears that many if not most of these new islets developed as new pancreatic lobes were forming 53. There are various other conditions in which neogenesis appears to be stimulated. In obese subjects there are increased numbers of insulin stained cells in the ducts and some can be found to have coalesced with a budding-like appearance 12. In addition, subjects with well-documented insulin resistance have increased numbers of cells in ducts with double-immunostaining for insulin and duct marker cytokeratin 19 (CK19) 61. Moreover, a study of pancreases from subjects with impaired glucose tolerance and newly diagnosed T2D reported both increased numbers of insulin positive cells in pancreatic ducts and of single or small clusters of cells double positive for insulin and glucagon or somatostatin 69. Pregnancy is associated with increased β-cell mass and there is evidence for a contribution from neogenesis 70,71. There is good reason to think that the increase in β-cell self-replication in response to insulin resistance is driven by glucose metabolism. It has been shown with in vitro experiments that glucose can stimulate replication 72 and a reduction in replication is found in high fat fed mice with heterozygous knockouts of glucokinase 73,74. However, the mechanisms responsible for enhanced neogenesis are poorly understood.

There is enormous interest in finding ways to regenerate β-cells either by stimulating replication or neogenesis. However, while there is exciting progress elucidating the mechanisms of β-cell replication 75 and the complexities of neogenesis 76, finding a path to the clinic remains challenging.

Correlation of β-cell mass with tests of insulin secretion and the concept of secretory reserve

Knowing that β cells have excess capacity for secretion fits with the concept of secretory reserve, this being secretion that can be employed when needed. This can be appreciated by employing the acute insulin response to arginine when glucose levels are acutely elevated (AIRmax), which in some but not all circumstances can be correlated with β-cell mass 77,78. In particular, AIRmax has been shown to correlate well with the number of islets required for successful islet auto transplants. However, it may be that the AIRmax only measures insulin release from an available secretory component. To develop the argument about secretory reserve, let us assume that a normal individual with 100% β-cell mass secretes insulin at 50% capacity and therefore has 50% in reserve, the response to AIRmax would come from this readily available 50% compartment. This situation may be very different for an individual with an auto-islet transplant, whose transplanted islets might have little or no reserve capacity because the number of islets available for autotransplants is usually marginal. This could mean their secretory reserve component is depleted. It also seems likely that as T1D progresses the increased pressure for insulin secretion from a declining β-cell mass would deplete this reserve (Figure 2).

Figure 2. Hypothetical secretory reserve concept.

Figure 2.

This figure depicts the activity of a hypothetical insulin secretory reserve compartment with changes that may occur with differences in insulin sensitivity or with a fall in β-cell mass with T1D. The β-cell mass of the Y-axis could represent either actual mass or effective mass, or a mixture thereof.

There are many situations in which the insulin secretory reserve compartment might be depleted. To meet the demands of insulin resistance insulin secretion is increased from a given mass of β cells through a combination of getting more secretion from less active cells and boosting secretion from already active cells. There must then be a point when recruitment is no longer possible, i.e., the secretory reserve is used up. Thus, in T2D insulin secretion is likely reduced by a combination of lost reserve and glucose toxicity from hyperglycemia. We know that glucose toxicity is largely reversible 38,79, perhaps best demonstrated in subjects with T2D who undergo gastric bypass surgery37, and we expect that β-cell reserve could be restored meaning that major benefits could be obtained by lowering blood glucose levels as can be achieved with the many treatment options now available.

Evidence that the tipping point for β-cell mass is about 50%: Lessons from T2D and partial pancreatectomies

We know from multiple autopsy studies that of both lean and obese subjects with T2D have a reduction of β-cell mass in the range of 40–60% 1113. These data fit very well with what we have learned from partial pancreatectomies in humans and animals. There is no precise magic number for how much β-cell mass must be lost to develop diabetes, but if β-cell mass is 75% of normal, normoglycemia is maintained but when mass is 25% of normal, hyperglycemia can be expected. We have found that removing 90% of a pancreas of a young rat is a borderline situation in that at 14 weeks after the surgery, some of the rats are clearly diabetic while others have glucose values only slightly higher than normal, representing a rat equivalent of impaired glucose tolerance 80. We have found that there is substantial β-cell regeneration in these rats such that β-cell mass 10–12 weeks after the surgery is about 40% of normal 68. In dogs, surgical removal of 50% of the pancreas also resulted in glucose intolerance 81, which fits with 50% loss of β-cell mass being an approximate tipping point. In a baboon study with varying degrees of diabetes induced by streptozocin, in vivo measures of β-cell function were markedly impaired when 40–50% of the β-cell mass was still present 33. There have been a number of hemi-pancreas transplants done in humans such that individual donate about 50% of their pancreas to a recipient with T1D, but it has become clear that the donors have increased risk of developing diabetes. A follow-up study published in 2008 evaluated 15 donors who had hemi-pancreatectomies at the University of Minnesota between 1997 and 2003, with the finding that 43% had either glucose intolerance or diabetes 82. Another study followed 37 patients after removal of about 50% of their pancreases for either benign or malignant neoplasms and found similar results 83.

There is great interest in whether regeneration of the endocrine pancreas occurs after partial pancreatectomy in humans. We know that beta cell regeneration occurs in young rats after partial pancreatectomy, but this capacity might be lost with age. This question was studied in individuals who had follow-up surgery after partial pancreatectomies for neoplasms; there was no evidence that β-cell regeneration had taken place 84.

Another issue is whether removal of the head versus the tail makes a difference because of differing distributions of β-cells. The conclusion that the tail of the pancreas has more islets than the head in part stems from the fact that uncinate lobe, which originates from the embryonic ventral anlage, has pancreatic polypeptide (PP) rich islets with fewer β cells. However, the uncinate lobe accounts for only about 10% of the pancreas 85. The other 90% originates from the dorsal anlage, which includes that body and the tail. Studies of human pancreas indicate that the tail contains modestly more insulin per gram and a higher β-cell volume than the head 11,86.

What is the relationship between β-cell mass and function in the state of impaired glucose tolerance (IGT)?

The finding that obese individuals with impaired fasting glucose levels have a 40% reduction in β-cell mass 12 raises important questions about how this happens. A simple interpretation is that the increased demand caused by insulin resistance over many years has led to an unfavorable balance between rates of β-cell birth and death. We know that the stress of insulin resistance as elicited in mice by the insulin receptor antagonist S961 or a high fat diet leads to the appearance of markers of aging and senescence in β cells 42,43, although the association with cell death in this model has not yet been established. It will be difficult to use AIRmax or other tests of insulin secretion to obtain meaningful information about β-cell mass in IGT because there would be some glucotoxicity in play, even with very minor elevations in plasma glucose levels 32. It seems likely that the reserve component of secretion is at least partially depleted.

Understanding changes in β-cell mass and function during the progression to T1D

For a typical case of T1D anti-insulin antibodies might appear at about age 2 followed by intensification of the autoimmune process such that at age 13 during puberty frank hyperglycemia occurs. There are reasons to think that β-cell mass could be in the range of 50% of normal at that time point because some of these individuals enter a “honeymoon” period with very good glucose control that can last for a few months. Interestingly, insulin responses to AIRmax prior to decompensation and probably afterwards during the honeymoon appear to be not very different than normal 39,87. One way to explain this is that as β-cell mass gradually fell due to autoimmune destruction, there was increased pressure on the remaining β cells to secrete more insulin, which would come from both the hypothetical available component and the reserve component, although with time this reserve could be depleted. Thus, a subject on the cusp of developing hyperglycemia, but still normoglycemic, could have lost 50% of their β-cell mass but what is left would have no inactive reserve compartment. The residual cells would be fully active resulting in secretory responses similar to a non-diabetic subject.

How much β-cell mass is required for β-cell replacement therapy?

We now have considerable clinical experience with islets transplanted into the liver via the portal vein, yet only limited understanding of how much surviving β-cell mass is required to normalize glucose levels. Although techniques have improved enough so that insulin independence can more often be obtained with islets obtained from a single cadaver donor 88, there still is a major early loss of whatever number of β-cells are transplanted. Most of this loss is probably from hypoxic cell death which occurs within the first few days 89, and there is likely an additional significant contribution from the immediate blood-mediated immune response (IBMIR) 90. These successful single donor transplants are usually achieved when recipients are small and insulin sensitive. Over the past 15 years people achieving insulin-independence typically had glucose values that were in the IGT range 91, which was in marked contrast to subjects receiving whole pancreas transplants, who typically have full correction of their glycemic control. Therefore, for most people who are insulin-independent with islet transplants, we can say that their functional β-cell mass is borderline, yet we can only speculate about their volumetric β-cell mass. Insulin secretion from transplant recipients with insulin-independence at the University of Pennsylvania was evaluated with AIRmax with the finding that responses were still only about 50% that of controls 92.

While we know that transplanted islets can function well in various locations, with the best studied being liver, kidney and muscle, work is still underway to understand how their function differs from islets at home in their native pancreas. However, based on a large experience with human and animal transplants, we can assume that islets in a transplant site function only modestly less well than those in the pancreas. We can also expect that what we have learned about reserve capacity for islets in the pancreas will be more-or-less the same for islets in a transplant site. Therefore, whether transplanting cadaveric islets or islet cells derived from stem cells, the best results should be obtained if the volume of β cells in a transplant site is large enough to have reserve capacity. It seems unrealistic to expect any meaningful capacity for β-cell expansion, but having insulin secretory reserve should extend the longevity of graft function.

Conclusion

After decades of study of the relationship between β-cell function and mass in humans and animals as they relate to diabetes we can conclude that β-cell dysfunction is important but largely reversible. However, insufficient β-cell mass continues to be a more daunting problem.

Acknowledgements

Research by the authors has been supported by grants from the NIH (R01 DK110390 and P30 DK036836 Joslin Diabetes Research Center [DRC]), and the Diabetes Research and Wellness Foundation. JG is recipient of a JDRF Early Career Patient Oriented Research Award 5-ECR-2016-186-A-N. We appreciate helpful advice provided by discussions with Drs. Jean-Claude Henquin and Peter in ‘t Veld.

Footnotes

Declaration of interests

GCW is on the Scientific Advisory Board of Beta O2 Technologies, Ltd. JG reports personal fees from Semma Therapeutics. These have no relation to the current paper.

References

  • 1.Talchai C, Xuan S, Lin HV, Sussel L, Accili D. Pancreatic beta Cell Dedifferentiation as a Mechanism of Diabetic beta Cell Failure. Cell 2012; 150(6): 1223–34. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Cinti F, Bouchi R, Kim-Muller JY, et al. Evidence of beta-Cell Dedifferentiation in Human Type 2 Diabetes. The Journal of clinical endocrinology and metabolism 2016; 101(3): 1044–54. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Meier JJ, Bonadonna RC. Role of reduced beta-cell mass versus impaired beta-cell function in the pathogenesis of type 2 diabetes. Diabetes care 2013; 36 Suppl 2: S113–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Bensellam M, Jonas JC, Laybutt DR. Mechanisms of beta-cell dedifferentiation in diabetes: recent findings and future research directions. The Journal of endocrinology 2018; 236(2): R109–r43. [DOI] [PubMed] [Google Scholar]
  • 5.Weir GC, Bonner-Weir S. Five stages of evolving beta-cell dysfunction during progression to diabetes. Diabetes 2004; 53 Suppl 3: S16–21. [DOI] [PubMed] [Google Scholar]
  • 6.Weir GC, Bonner-Weir S. Islet beta cell mass in diabetes and how it relates to function, birth, and death. Ann N Y Acad Sci 2013; 1281: 92–105. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Haythorne E, Rohm M, van de Bunt M, et al. Diabetes causes marked inhibition of mitochondrial metabolism in pancreatic beta-cells. Nature communications 2019; 10(1): 2474. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Shyr ZA, Wang Z, York NW, Nichols CG, Remedi MS. The role of membrane excitability in pancreatic beta-cell glucotoxicity. Scientific reports 2019; 9(1): 6952. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Olehnik SK, Fowler JL, Avramovich G, Hara M. Quantitative analysis of intra- and inter-individual variability of human beta-cell mass. Scientific reports 2017; 7(1): 16398. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Poudel A, Fowler JL, Zielinski MC, Kilimnik G, Hara M. Stereological analyses of the whole human pancreas. Scientific reports 2016; 6: 34049. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Rahier J, Guiot Y, Goebbels RM, Sempoux C, Henquin JC. Pancreatic beta-cell mass in European subjects with type 2 diabetes. Diabetes, obesity & metabolism 2008; 10 Suppl 4: 32–42. [DOI] [PubMed] [Google Scholar]
  • 12.Butler AE, Janson J, Bonner-Weir S, Ritzel R, Rizza RA, Butler PC. Beta-cell deficit and increased beta-cell apoptosis in humans with type 2 diabetes. Diabetes 2003; 52(1): 102–10. [DOI] [PubMed] [Google Scholar]
  • 13.Yoon KH, Ko SH, Cho JH, et al. Selective beta-cell loss and alpha-cell expansion in patients with type 2 diabetes mellitus in Korea. The Journal of clinical endocrinology and metabolism 2003; 88(5): 2300–8. [DOI] [PubMed] [Google Scholar]
  • 14.Kahn SE, Prigeon RL, McCulloch DK, et al. Quantification of the relationship between insulin sensitivity and beta-cell function in human subjects. Evidence for a hyperbolic function. Diabetes 1993; 42(11): 1663–72. [DOI] [PubMed] [Google Scholar]
  • 15.Gregg BE, Moore PC, Demozay D, et al. Formation of a Human beta-Cell Population within Pancreatic Islets Is Set Early in Life. The Journal of clinical endocrinology and metabolism 2012; 97(9): 3197–206. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Weir GC. Glucolipotoxicity, beta-Cells, and Diabetes: The Emperor Has No Clothes. Diabetes 2019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Thorel F, Nepote V, Avril I, et al. Conversion of adult pancreatic alpha-cells to beta-cells after extreme beta-cell loss. Nature 2010; 464(7292): 1149–54. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.van der Meulen T, Mawla AM, DiGruccio MR, et al. Virgin Beta Cells Persist throughout Life at a Neogenic Niche within Pancreatic Islets. Cell metabolism 2017; 25(4): 911–26.e6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Ben-Othman N, Vieira A, Courtney M, et al. Long-Term GABA Administration Induces Alpha Cell-Mediated Beta-like Cell Neogenesis. Cell 2017; 168(1–2): 73–85.e11. [DOI] [PubMed] [Google Scholar]
  • 20.Hudish LI, Reusch JE, Sussel L. beta Cell dysfunction during progression of metabolic syndrome to type 2 diabetes. The Journal of clinical investigation 2019; 129(10): 4001–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Butler AE, Dhawan S, Hoang J, et al. beta-Cell Deficit in Obese Type 2 Diabetes, a Minor Role of beta-Cell Dedifferentiation and Degranulation. The Journal of clinical endocrinology and metabolism 2016; 101(2): 523–32. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Moin ASM, Butler AE. Alterations in Beta Cell Identity in Type 1 and Type 2 Diabetes. Curr Diab Rep 2019; 19(9): 83. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Westermark P, Wilander E. The influence of amyloid deposits on the islet volume in maturity onset diabetes mellitus. Diabetologia 1978; 15: 417–21. [DOI] [PubMed] [Google Scholar]
  • 24.Henquin JC, Ibrahim MM, Rahier J. Insulin, glucagon and somatostatin stores in the pancreas of subjects with type-2 diabetes and their lean and obese non-diabetic controls. Scientific reports 2017; 7(1): 11015. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Camastra S, Manco M, Mari A, et al. beta-cell function in morbidly obese subjects during free living: long-term effects of weight loss. Diabetes 2005; 54(8): 2382–9. [DOI] [PubMed] [Google Scholar]
  • 26.Polonsky KS, Given BD, VanCauter E. Twenty-four hour profiles and pulsatile patterns of insulin section in normal and obese subjects. JClinInvest 1988; 81: 442–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Xue A, Wu Y, Zhu Z, et al. Genome-wide association analyses identify 143 risk variants and putative regulatory mechanisms for type 2 diabetes. Nature communications 2018; 9(1): 2941. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Sanyoura M, Philipson LH, Naylor R. Monogenic Diabetes in Children and Adolescents: Recognition and Treatment Options. Curr Diab Rep 2018; 18(8): 58. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Chen M, Halter JB, Porte D, Jr. The role of dietary carbohydrate in the decreased glucose tolerance of the elderly. Journal of the American Geriatrics Society 1987; 35(5): 417–24. [DOI] [PubMed] [Google Scholar]
  • 30.Kahn SE, Beard JC, Schwartz MW, et al. Increased beta-cell secretory capacity as mechanism for islet adaptation to nicotinic acid-induced insulin resistance. Diabetes 1989; 38(5): 562–8. [DOI] [PubMed] [Google Scholar]
  • 31.Kloppel G, Lohr M, Habich K, Oberholzer M, Heitz PU. Islet pathology and the pathogenesis of type 1 and type 2 diabetes mellitus revisited. SurvSynthPatholRes 1985; 4: 110–25. [DOI] [PubMed] [Google Scholar]
  • 32.Brunzell JD, Robertson RP, Lerner RL, et al. Relationships between fasting plasma glucose levels and insulin secretion during intravenous glucose tolerance tests. JClinEndocrinolMetab 1976; 42: 222–9. [DOI] [PubMed] [Google Scholar]
  • 33.McCulloch DK, Koerker DJ, Kahn SE, Bonner-Weir S, Palmer JP. Correlations of in vivo B-cell function tests with B-cell mass and pancreatic insulin content in streptozocin-administered baboons. Diabetes 1991; 40: 673–9. [DOI] [PubMed] [Google Scholar]
  • 34.Ward WK, Bolgiano DC, McKnight B, Halter JB, Porte D Jr. Diminished B cell secretory capacity in patients with noninsulin-dependent diabetes mellitus. JClinInvest 1984; 74: 1318–28. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Ward WK, Wallum BJ, Beard JC, Taborsky GJ Jr., Porte D Jr. Reduction of glycemic potentiation: sensitive indicator of B-cell loss in partially pancreatectomized dogs. Diabetes 1988; 37: 723–9. [DOI] [PubMed] [Google Scholar]
  • 36.Nauck MA, Meier JJ. The incretin effect in healthy individuals and those with type 2 diabetes: physiology, pathophysiology, and response to therapeutic interventions. The lancet Diabetes & endocrinology 2016; 4(6): 525–36. [DOI] [PubMed] [Google Scholar]
  • 37.Polyzogopoulou EV, Kalfarentzos F, Vagenakis AG, Alexandrides TK. Restoration of euglycemia and normal acute insulin response to glucose in obese subjects with type 2 diabetes following bariatric surgery. Diabetes 2003; 52(5): 1098–103. [DOI] [PubMed] [Google Scholar]
  • 38.Garvey WT, Olefsky JM, Griffin J, Hamman RF, Kolterman OG. The effect of insulin treatment on insulin secretion and insulin action in type II diabetes mellitus. Diabetes 1985; 34: 222–34. [DOI] [PubMed] [Google Scholar]
  • 39.Couri CE, Oliveira MC, Stracieri AB, et al. C-peptide levels and insulin independence following autologous nonmyeloablative hematopoietic stem cell transplantation in newly diagnosed type 1 diabetes mellitus. JAMA 2009; 301(15): 1573–9. [DOI] [PubMed] [Google Scholar]
  • 40.Pipeleers DG. Heterogeneity in pancreatic b-cell population. Diabetes 1992; 41: 777–81. [DOI] [PubMed] [Google Scholar]
  • 41.Salomon D, Meda P. Heterogeneity and contact regulation of hormones secretion by individual B-cells. ExpCellRes 1986; 162: 507–20. [DOI] [PubMed] [Google Scholar]
  • 42.Aguayo-Mazzucato C, van Haaren M, Mruk M, et al. beta Cell Aging Markers Have Heterogeneous Distribution and Are Induced by Insulin Resistance. Cell metabolism 2017; 25(4): 898–910.e5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Aguayo-Mazzucato C, Andle J, Lee TB, Jr., et al. Acceleration of beta Cell Aging Determines Diabetes and Senolysis Improves Disease Outcomes. Cell metabolism 2019; 30(1): 129–42.e4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Bader E, Migliorini A, Gegg M, et al. Identification of proliferative and mature beta-cells in the islets of Langerhans. Nature 2016; 535(7612): 430–4. [DOI] [PubMed] [Google Scholar]
  • 45.Theis FJ, Lickert H. A map of beta-cell differentiation pathways supports cell therapies for diabetes. Nature 2019; 569(7756): 342–3. [DOI] [PubMed] [Google Scholar]
  • 46.Dorrell C, Schug J, Canaday PS, et al. Human islets contain four distinct subtypes of beta cells. Nature communications 2016; 7: 11756. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Johnston NR, Mitchell RK, Haythorne E, et al. Beta Cell Hubs Dictate Pancreatic Islet Responses to Glucose. Cell metabolism 2016; 24(3): 389–401. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Henquin JC, Rahier J. Pancreatic alpha cell mass in European subjects with type 2 diabetes. Diabetologia 2011; 54(7): 1720–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Wang X, Misawa R, Zielinski MC, et al. Regional differences in islet distribution in the human pancreas--preferential beta-cell loss in the head region in patients with type 2 diabetes. PloS one 2013; 8(6): e67454. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Olsson R, Carlsson PO. A low-oxygenated subpopulation of pancreatic islets constitutes a functional reserve of endocrine cells. Diabetes 2011; 60(8): 2068–75. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Weir GC, Bonner-Weir S. Sleeping islets and the relationship between beta-cell mass and function. Diabetes 2011; 60(8): 2018–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Chintinne M, Stange G, Denys B, et al. Contribution of postnatally formed small beta cell aggregates to functional beta cell mass in adult rat pancreas. Diabetologia 2010; 53(11): 2380–8. [DOI] [PubMed] [Google Scholar]
  • 53.Li WC, Rukstalis JM, Nishimura W, et al. Activation of pancreatic-duct-derived progenitor cells during pancreas regeneration in adult rats. J Cell Sci 2010; 123(Pt 16): 2792–802. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Kjorholt C, Akerfeldt MC, Biden TJ, Laybutt DR. Chronic hyperglycemia, independent of plasma lipid levels, is sufficient for the loss of beta-cell differentiation and secretory function in the db/db mouse model of diabetes. Diabetes 2005; 54(9): 2755–63. [DOI] [PubMed] [Google Scholar]
  • 55.Lee Y, Hirose H, Ohneda M, Johnson JH, McGarry JD, Unger RH. Beta-cell lipotoxicity in the pathogenesis of non-insulin-dependent diabetes mellitus of obese rats: impairment in adipocyte-beta-cell relationships. Proceedings of the National Academy of Sciences of the United States of America 1994; 91(23): 10878–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Michael MD, Kulkarni RN, Postic C, et al. Loss of insulin signaling in hepatocytes leads to severe insulin resistance and progressive hepatic dysfunction. Molecular cell 2000; 6(1): 87–97. [PubMed] [Google Scholar]
  • 57.Tellez N, Vilaseca M, Marti Y, Pla A, Montanya E. beta-Cell dedifferentiation, reduced duct cell plasticity, and impaired beta-cell mass regeneration in middle-aged rats. American journal of physiology Endocrinology and metabolism 2016; 311(3): E554–63. [DOI] [PubMed] [Google Scholar]
  • 58.Kushner JA. The role of aging upon beta cell turnover. The Journal of clinical investigation 2013; 123(3): 990–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Caballero F, Siniakowicz K, Hollister-Lock J, et al. Birth and death of human beta-cells in pancreases from cadaver donors, autopsies, surgical specimens, and islets transplanted into mice. Cell Transplant 2014; 23(2): 139–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Sharma RB, Darko C, Zheng X, Gablaski B, Alonso LC. DNA Damage Does Not Cause BrdU Labeling of Mouse or Human beta-Cells. Diabetes 2019; 68(5): 975–87. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Mezza T, Muscogiuri G, Sorice GP, et al. Insulin resistance alters islet morphology in nondiabetic humans. Diabetes 2014; 63(3): 994–1007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.MacCallum WG. Hypertrophy of the Islands of Langerhans in Diabetes Mellitus. The American Journal of Medical Sciences 1907; 133: 432 [Google Scholar]
  • 63.In’t Veld P Insulitis in human type 1 diabetes: The quest for an elusive lesion. Islets 2011; 3(4): 131–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Gepts W Pathological anatomy of the pancreas in juvenile diabetes. Diabetes 1965; 14: 619–33. [DOI] [PubMed] [Google Scholar]
  • 65.Maclean N, Ogilvie RF. Observations on the pancreatic islet tissue of young diabetic subjects. Diabetes 1959; 8(2): 83–91. [DOI] [PubMed] [Google Scholar]
  • 66.Cecil RL. On hypertrophy and regneration of the islands of Langerhans The Journal of experimental medicine 1911; 14(5): 500–19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Bonner-Weir S, Aguayo-Mazzucato C, Weir GC. Dynamic development of the pancreas from birth to adulthood. Ups J Med Sci 2016; 121(2): 155–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Bonner-Weir S, Trent DF, Weir GC. Partial pancreatectomy in the rat and subsequent defect in glucose-induced insulin release. The Journal of clinical investigation 1983; 71(6): 1544–53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Yoneda S, Uno S, Iwahashi H, et al. Predominance of beta-cell neogenesis rather than replication in humans with an impaired glucose tolerance and newly diagnosed diabetes. The Journal of clinical endocrinology and metabolism 2013; 98(5): 2053–61. [DOI] [PubMed] [Google Scholar]
  • 70.Toselli C, Hyslop CM, Hughes M, Natale DR, Santamaria P, Huang CT. Contribution of a non-beta-cell source to beta-cell mass during pregnancy. PloS one 2014; 9(6): e100398. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Butler AE, Cao-Minh L, Galasso R, et al. Adaptive changes in pancreatic beta cell fractional area and beta cell turnover in human pregnancy. Diabetologia 2010; 53(10): 2167–76. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Schuppin GT, Bonner-Weir S, Montana E, Kaiser N, Weir GC. Replication of adult pancreatic-beta cells cultured on bovine corneal endothelial cell extracellular matrix. In Vitro Cell Dev Biol Anim 1993; 29A(4): 339–44. [DOI] [PubMed] [Google Scholar]
  • 73.Terauchi Y, Takamoto I, Kubota N, et al. Glucokinase and IRS-2 are required for compensatory beta cell hyperplasia in response to high-fat diet-induced insulin resistance. The Journal of clinical investigation 2007; 117(1): 246–57. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Porat S, Weinberg-Corem N, Tornovsky-Babaey S, et al. Control of pancreatic beta cell regeneration by glucose metabolism. Cell metabolism 2011; 13(4): 440–9. [DOI] [PubMed] [Google Scholar]
  • 75.Karakose E, Ackeifi C, Wang P, Stewart AF. Advances in drug discovery for human beta cell regeneration. Diabetologia 2018; 61(8): 1693–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Rezanejad H, Ouziel-Yahalom L, Keyzer CA, et al. Heterogeneity of SOX9 and HNF1beta in Pancreatic Ducts Is Dynamic. Stem cell reports 2018; 10(3): 725–38. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Robertson RP, Raymond RH, Lee DS, et al. Arginine Is Preferred to Glucagon for Stimulation Testing of beta-cell Function. American journal of physiology Endocrinology and metabolism 2014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Robertson RP. Islet transplantation for type 1 diabetes, 2015: what have we learned from alloislet and autoislet successes? Diabetes care 2015; 38(6): 1030–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Weng J, Li Y, Xu W, et al. Effect of intensive insulin therapy on beta-cell function and glycaemic control in patients with newly diagnosed type 2 diabetes: a multicentre randomised parallel-group trial. Lancet (London, England) 2008; 371(9626): 1753–60. [DOI] [PubMed] [Google Scholar]
  • 80.Laybutt DR, Glandt M, Xu G, et al. Critical reduction in beta-cell mass results in two distinct outcomes over time. Adaptation with impaired glucose tolerance or decompensated diabetes. J Biol Chem 2003; 278(5): 2997–3005. [DOI] [PubMed] [Google Scholar]
  • 81.Matveyenko AV, Veldhuis JD, Butler PC. Mechanisms of impaired fasting glucose and glucose intolerance induced by an approximate 50% pancreatectomy. Diabetes 2006; 55(8): 2347–56. [DOI] [PubMed] [Google Scholar]
  • 82.Kumar AF, Gruessner RW, Seaquist ER. Risk of glucose intolerance and diabetes in hemipancreatectomized donors selected for normal preoperative glucose metabolism. Diabetes care 2008; 31(8): 1639–43. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Menge BA, Schrader H, Breuer TG, et al. Metabolic consequences of a 50% partial pancreatectomy in humans. Diabetologia 2009; 52(2): 306–17. [DOI] [PubMed] [Google Scholar]
  • 84.Menge BA, Tannapfel A, Belyaev O, et al. Partial pancreatectomy in adult humans does not provoke beta-cell regeneration. Diabetes 2008; 57(1): 142–9. [DOI] [PubMed] [Google Scholar]
  • 85.Stefan Y, Orci L, Malaisse-Lagae F, Perrelet A, Patel Y, Unger RH. Quantitation of endocrine cell content in the pancreas of nondiabetic and diabetic humans. Diabetes 1982; 31: 694–700. [DOI] [PubMed] [Google Scholar]
  • 86.Gersell DJ, Gingerich RL, Greider MH. Regional distribution and concentration of pancreatic polypeptide in the human and canine pancreas. Diabetes 1979; 28(1): 11–5. [PubMed] [Google Scholar]
  • 87.Hao W, Woodwyk A, Beam C, Bahnson HT, Palmer JP, Greenbaum CJ. Assessment of beta Cell Mass and Function by AIRmax and Intravenous Glucose in High-Risk Subjects for Type 1 Diabetes. The Journal of clinical endocrinology and metabolism 2017; 102(12): 4428–34. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Hering BJ, Clarke WR, Bridges ND, et al. Phase 3 Trial of Transplantation of Human Islets in Type 1 Diabetes Complicated by Severe Hypoglycemia. Diabetes care 2016; 39(7): 1230–40. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Davalli AM, Scaglia L, Zangen DH, Hollister J, Bonner-Weir S, Weir GC. Vulnerability of islets in the immediate posttransplantation period. Diabetes 1996; 45: 1161–7. [DOI] [PubMed] [Google Scholar]
  • 90.Johansson H, Lukinius A, Moberg L, et al. Tissue factor produced by the endocrine cells of the islets of Langerhans is associated with a negative outcome of clinical islet transplantation. Diabetes 2005; 54(6): 1755–62. [DOI] [PubMed] [Google Scholar]
  • 91.Ryan EA, Paty BW, Senior PA, et al. Five-year follow-up after clinical islet transplantation. Diabetes 2005; 54(7): 2060–9. [DOI] [PubMed] [Google Scholar]
  • 92.Rickels MR, Liu C, Shlansky-Goldberg RD, et al. Improvement in beta-cell secretory capacity after human islet transplantation according to the CIT07 protocol. Diabetes 2013; 62(8): 2890–7. [DOI] [PMC free article] [PubMed] [Google Scholar]

RESOURCES