scholarly journals Whole-Slide Image Analysis of Human Pancreas Samples to Elucidate the Immunopathogenesis of Type 1 Diabetes Using the QuPath Software

2021 ◽  
Vol 8 ◽  
Author(s):  
Paola S. Apaolaza ◽  
Peristera-Ioanna Petropoulou ◽  
Teresa Rodriguez-Calvo

Type 1 diabetes is a chronic disease of the pancreas characterized by the loss of insulin-producing beta cells. Access to human pancreas samples for research purposes has been historically limited, restricting pathological analyses to animal models. However, intrinsic differences between animals and humans have made clinical translation very challenging. Recently, human pancreas samples have become available through several biobanks worldwide, and this has opened numerous opportunities for scientific discovery. In addition, the use of new imaging technologies has unraveled many mysteries of the human pancreas not merely in the presence of disease, but also in physiological conditions. Nowadays, multiplex immunofluorescence protocols as well as sophisticated image analysis tools can be employed. Here, we described the use of QuPath—an open-source platform for image analysis—for the investigation of human pancreas samples. We demonstrate that QuPath can be adequately used to analyze whole-slide images with the aim of identifying the islets of Langerhans and define their cellular composition as well as other basic morphological characteristics. In addition, we show that QuPath can identify immune cell populations in the exocrine tissue and islets of Langerhans, accurately localizing and quantifying immune infiltrates in the pancreas. Therefore, we present a tool and analysis pipeline that allows for the accurate characterization of the human pancreas, enabling the study of the anatomical and physiological changes underlying pancreatic diseases such as type 1 diabetes. The standardization and implementation of these analysis tools is of critical importance to understand disease pathogenesis, and may be informative for the design of new therapies aimed at preserving beta cell function and halting the inflammation caused by the immune attack.

2004 ◽  
Vol 50 (3) ◽  
pp. 37-41
Author(s):  
M. A. Orlovskii ◽  
Yu. M. Kolesnik ◽  
A. V. Abramov

The impact of multiple peripheral (intraperitoneal) and central (intracerebroventricular) administrations of cholecystokinin 26-33 (CCK-8) octapeptide on the function of a- and /3- cells of the islets of Langerhans was studied in investigations made on normal rats and rats with experimental streptosotocine-induced type 1 diabetes mellitus. Insulin in /З-cells and glucagon in а-cells were found by indirect immunofluorescence. Both routes of administration to normal animals were shown to lead to the suppressed secretion of insulin with decreased food intake. At the same time the central administration of CCK-8, unlike the peripheral one, caused a sig­nificant (p < 0.05) rise in the level of glycemia and enhanced glucagon production in а-cells, while the administrations of the peptide to diabetic animals resulted a significant increase in the blood concentration of insulin (p < 0.05), to the lower level of glycemia (p < 0.05) and to suppressed polyphagia (p < 0.01), which is associated with the activation of /З-cell function and with the suppression of the pathologically high activity of а-cells. The established facts suggest that neuroendocrine interactions are impaired in diabetes mellitus and confirm the previously made suggestions that cholecystokinin plays an important role in the pathogenesis of this disease.


Biomedicines ◽  
2021 ◽  
Vol 9 (1) ◽  
pp. 42
Author(s):  
Jamie L. Felton ◽  
Holly Conway ◽  
Rachel H. Bonami

Islet autoantibodies are the primary biomarkers used to predict type 1 diabetes (T1D) disease risk. They signal immune tolerance breach by islet autoantigen-specific B lymphocytes. T-B lymphocyte interactions that lead to expansion of pathogenic T cells underlie T1D development. Promising strategies to broadly prevent this T-B crosstalk include T cell elimination (anti-CD3, teplizumab), B cell elimination (anti-CD20, rituximab), and disruption of T cell costimulation/activation (CTLA-4/Fc fusion, abatacept). However, global disruption or depletion of immune cell subsets is associated with significant risk, particularly in children. Therefore, antigen-specific therapy is an area of active investigation for T1D prevention. We provide an overview of strategies to eliminate antigen-specific B lymphocytes as a means to limit pathogenic T cell expansion to prevent beta cell attack in T1D. Such approaches could be used to prevent T1D in at-risk individuals. Patients with established T1D would also benefit from such targeted therapies if endogenous beta cell function can be recovered or islet transplant becomes clinically feasible for T1D treatment.


Diabetes ◽  
2019 ◽  
Vol 68 (Supplement 1) ◽  
pp. 294-OR
Author(s):  
GUY S. TAYLOR ◽  
KIERAN SMITH ◽  
JADINE SCRAGG ◽  
AYAT BASHIR ◽  
RICHARD A. ORAM ◽  
...  

Diabetes ◽  
2020 ◽  
Vol 69 (Supplement 1) ◽  
pp. 1917-P
Author(s):  
LINGYU ZHANG ◽  
YUWEN SHI ◽  
YITING HUANG ◽  
QIZHEN HU ◽  
YAO QIN ◽  
...  

2020 ◽  
Vol 21 (5) ◽  
pp. 1598 ◽  
Author(s):  
Johnny Ludvigsson

Autoantigen treatment has been tried for the prevention of type 1 diabetes (T1D) and to preserve residual beta-cell function in patients with a recent onset of the disease. In experimental animal models, efficacy was good, but was insufficient in human subjects. Besides the possible minor efficacy of peroral insulin in high-risk individuals to prevent T1D, autoantigen prevention trials have failed. Other studies on autoantigen prevention and intervention at diagnosis are ongoing. One problem is to select autoantigen/s; others are dose and route. Oral administration may be improved by using different vehicles. Proinsulin peptide therapy in patients with T1D has shown possible minor efficacy. In patients with newly diagnosed T1D, subcutaneous injection of glutamic acid decarboxylase (GAD) bound to alum hydroxide (GAD-alum) can likely preserve beta-cell function, but the therapeutic effect needs to be improved. Intra-lymphatic administration may be a better alternative than subcutaneous administration, and combination therapy might improve efficacy. This review elucidates some actual problems of autoantigen therapy in the prevention and/or early intervention of type 1 diabetes.


2010 ◽  
Vol 34 (2) ◽  
pp. 127-135 ◽  
Author(s):  
Christian Pfleger ◽  
Guido Meierhoff ◽  
Hubert Kolb ◽  
Nanette C. Schloot

Science ◽  
2021 ◽  
Vol 373 (6554) ◽  
pp. 510-516
Author(s):  
Jeffrey A. Bluestone ◽  
Jane H. Buckner ◽  
Kevan C. Herold

Type 1 diabetes (T1D) is an autoimmune disease in which T cells attack and destroy the insulin-producing β cells in the pancreatic islets. Genetic and environmental factors increase T1D risk by compromising immune homeostasis. Although the discovery and use of insulin have transformed T1D treatment, insulin therapy does not change the underlying disease or fully prevent complications. Over the past two decades, research has identified multiple immune cell types and soluble factors that destroy insulin-producing β cells. These insights into disease pathogenesis have enabled the development of therapies to prevent and modify T1D. In this review, we highlight the key events that initiate and sustain pancreatic islet inflammation in T1D, the current state of the immunological therapies, and their advantages for the treatment of T1D.


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