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DeLano FA, Schmid-Schönbein GW. Aging by autodigestion. PLoS One 2024; 19:e0312149. [PMID: 39418235 PMCID: PMC11486419 DOI: 10.1371/journal.pone.0312149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 10/01/2024] [Indexed: 10/19/2024] Open
Abstract
The mechanism that triggers the progressive dysregulation of cell functions, inflammation, and breakdown of tissues during aging is currently unknown. We propose here a previously unknown mechanism due to tissue autodigestion by the digestive enzymes. After synthesis in the pancreas, these powerful enzymes are activated and transported inside the lumen of the small intestine to which they are compartmentalized by the mucin/epithelial barrier. We hypothesize that this barrier leaks active digestive enzymes (e.g. during meals) and leads to their accumulation in tissues outside the gastrointestinal tract. Using immune-histochemistry we provide evidence in young (4 months) and old (24 months) rats for significant accumulation of pancreatic trypsin, elastase, lipase, and amylase in peripheral organs, including liver, lung, heart, kidney, brain, and skin. The mucin layer density on the small intestine barrier is attenuated in the old and trypsin leaks across the tip region of intestinal villi with depleted mucin. The accumulation of digestive enzymes is accompanied in the same tissues of the old by damage to collagen, as detected with collagen fragment hybridizing peptides. We provide evidence that the hyperglycemia in the old is accompanied by proteolytic cleavage of the extracellular domain of the insulin receptor. Blockade of pancreatic trypsin in the old by a two-week oral treatment with a serine protease inhibitor (tranexamic acid) serves to significantly reduce trypsin accumulation in organs outside the intestine, collagen damage, as well as hyperglycemia and insulin receptor cleavage. These results support the hypothesis that the breakdown of tissues in aging is due to autodigestion and a side-effect of the fundamental requirement for digestion.
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Affiliation(s)
- Frank A. DeLano
- Shu Chien-Gene Ley Department of Bioengineering, Center for Autodigestion Innovation, University of California San Diego, La Jolla, California, United States of America
| | - Geert W. Schmid-Schönbein
- Shu Chien-Gene Ley Department of Bioengineering, Center for Autodigestion Innovation, University of California San Diego, La Jolla, California, United States of America
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Blockade of Stellate Ganglion Remediates Hemorrhagic Shock-Induced Intestinal Barrier Dysfunction. J Surg Res 2019; 244:69-76. [PMID: 31279996 DOI: 10.1016/j.jss.2019.06.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 04/13/2019] [Accepted: 06/04/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Acute hemorrhage-induced excessive excitation of sympathetic-adrenal-medullary system (SAS) leads to gut hypoperfusion and barrier dysfunction, which is a critical event during hemorrhagic shock-induced multiple organ injury. Stellate ganglion blockade (SGB) has been widely used for suppression of sympathetic-adrenal-medullary system in the clinical practice. However, whether SGB improves intestinal barrier function after hemorrhagic shock remains unclear. Here, we hypothesized that the implementation of SGB restores intestinal barrier function and reduces gut injury. MATERIALS AND METHODS Male rats received the SGB pretreatment and underwent hemorrhagic shock followed by resuscitation. The 96-h survival rate, intestinal permeability and morphology, D-lactic acid concentration and diamine oxidase activity in plasma, and expressions of F-actin, Claudin-1, and E-cadherin in intestinal tissues were observed. RESULTS Pretreatment with SGB significantly enhances the 96-h survival rate in rats subjected to hemorrhagic shock (from 8.3% to 66.7%). Hemorrhagic shock reduced the coverage scale of intestinal mucus and intestinal villus width and height, enhanced the intestinal permeability to fluorescein isothiocyanate-dextran 4 and D-lactic acid concentration in plasma, and decreased the expressions of F-actin, Claudin-1, and E-Cadherin in intestinal tissue. These hemorrhagic shock-induced adverse effects were abolished by SGB treatment. CONCLUSIONS SGB treatment has a beneficial effect during hemorrhagic shock, which is associated with the improvement of intestine barrier function. SGB may be considered as a new therapeutic strategy for treatment of hemorrhagic shock.
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Fatty Acid Saturation of Albumin Used in Resuscitation Fluids Modulates Cell Damage in Shock: in vitro Results Using a Novel Technique to Measure Fatty Acid Binding Capacity. Shock 2018; 48:449-458. [PMID: 28328710 DOI: 10.1097/shk.0000000000000865] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The use of albumin for resuscitation has not proven as beneficial in human trials as expected from numerous animal studies. One explanation could be the practice of adding fatty acid (FA) during manufacture of pharmaceutical albumin. During ischemia, unbound free FAs (FFA) in the circulation could potentially induce cellular damage. We hypothesized that albumins with higher available binding capacities (ABC) for FFAs may prevent that damage. Therefore, we developed a technique to measure ABC, determined if pharmaceutical human serum albumin (HSA) has decreased ABC compared with FA-free bovine serum albumin (BSA), and if binding capacity would affect hemolysis when blood is mixed with exogenous FFA at levels similar to those observed in shock. The new assay used exogenous oleic acid (OA), glass fiber filtration, and a FFA assay kit. RBC hemolysis was determined by mixing 0 to 5 mM OA with PBS, HSA, FA-free BSA, or FA-saturated BSA and measuring plasma hemoglobin after incubation with human blood. 5% HSA contained 4.7±0.2 mM FFA, leaving an ABC of 5.0 ± 0.6 mM, compared with FA-free BSAs ABC of 7.0 ± 1.3 mM (P < 0.024). Hemolysis after OA was reduced with FA-free BSA but increased with FA-saturated BSA. HSA provided intermediate results. 25% solutions of FA-free BSA and HSA were more protective, while 25% FA-saturated BSA was more damaging than 5% solutions. These findings suggest that increased FA saturation may reverse albumin's potential benefit to lessen cellular damage and may explain, at least in part, its failure in human trauma studies.
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Peoc’h K, Nuzzo A, Guedj K, Paugam C, Corcos O. Diagnosis biomarkers in acute intestinal ischemic injury: so close, yet so far. ACTA ACUST UNITED AC 2017; 56:373-385. [DOI: 10.1515/cclm-2017-0291] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Accepted: 07/21/2017] [Indexed: 12/20/2022]
Abstract
Abstract
Acute intestinal ischemic injury (i3) is a life-threatening condition with disastrous prognosis, which is currently difficult to diagnose at the early stages of the disease; a rapid diagnosis is mandatory to avoid irreversible ischemia, extensive bowel resection, sepsis and death. The overlapping protein expression of liver and gut related to the complex physiopathology of the disease, the heterogeneity of the disease and its relative rarity could explain the lack of a useful early biochemical marker of i3. Apart from non-specific biological markers of thrombosis, hypoxia inflammation, and infection, several more specific biomarkers in relation with the gut barrier dysfunction, the villi injury and the enterocyte mass have been used in the diagnosis of acute i3. It includes particularly D-lactate, intestinal fatty acid-binding protein (FABP) and citrulline. Herein, we will discuss leading publications concerning these historical markers that point out the main limitations reagrding their use in routine clinical practice. We will also introduce the first and limited results arising from omic studies, underlying the remaining effort that needs to be done in the field of acute i3 biological diagnosis, which remains a challenge.
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Affiliation(s)
- Katell Peoc’h
- Biochimie Clinique, Hôpital Beaujon , Université Paris Diderot, UFR de Médecine Xavier Bichat and APHP, HUPNVS, DHU Unity , Clichy , France
- INSERM, UMRs 1149, CRI , Université Paris Diderot , Paris , France , Phone: +33 (0)1 40 87 54 36
| | - Alexandre Nuzzo
- SURVI, Hôpital Beaujon, APHP, HUPNVS, DHU Unity , Clichy , France
- Gastroenterologie, Hôpital Beaujon, APHP, HUPNVS , Clichy , France
| | - Kevin Guedj
- SURVI, Hôpital Beaujon, APHP, HUPNVS, DHU Unity , Clichy , France
- INSERM, UMRs 1148, LVTS , Paris , France
| | - Catherine Paugam
- Anesthésie Réanimation, Hôpital Beaujon , Université Paris Diderot, UFR de Médecine Xavier Bichat and APHP, HUPNVS , Clichy , France
| | - Olivier Corcos
- SURVI, Hôpital Beaujon, APHP, HUPNVS, DHU Unity , Clichy , France
- Gastroenterologie, Hôpital Beaujon, APHP, HUPNVS , Clichy , France
- INSERM, UMRs 1148, LVTS , Paris , France
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Schmid-Schönbein GW. The autodigestion hypothesis: Proteolytic receptor cleavage in rheological and cardiovascular cell dysfunction1. Biorheology 2017; 53:179-191. [PMID: 28269737 PMCID: PMC5389039 DOI: 10.3233/bir-17131] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Transformation of circulating leukocytes from a dormant into an activated state with changing rheological properties leads to a major shift of their behavior in the microcirculation. Low levels of pseudopod formation or expression of adhesion molecules facilitate relatively free passage through microvessels while activated leukocytes with pseudopods and enhanced levels of adhesion membrane proteins become trapped in microvessels, attach to the endothelium and migrate into the tissue. The transformation of leukocytes into an activated state is seen in many diseases. While mechanisms for activation due to infections, tissue trauma, as well as non-physiological biochemical or biophysical exposures are well recognized, the mechanisms for activation in many diseases have not been conclusively liked to these traditional mechanisms and remain unknown. We summarize our recent evidence suggesting a major and surprising role of digestive enzymes in the small intestine as root causes for leukocyte activation and microvascular disturbances. During normal digestion of food digestive enzymes are compartmentalized in the lumen of the intestine by the mucosal epithelial barrier. When permeability of this barrier increases, these powerful degrading enzymes leak into the wall of the intestine and into the systemic circulation. Leakage of digestive enzymes occurs for example in physiological shock and multi-organ failure. Entry of digestive enzymes into the wall of the small intestine leads to degradation of the intestinal tissue in an autodigestion process. The digestive enzymes and tissue/food fragments generate not only activate leukocytes but also cause numerous cell dysfunctions. For example, proteolytic destruction of membrane receptors, plasma proteins and other biomolecules occurs. We conclude that escape of digestive enzymes from the intestinal track serves as a major source of cell dysfunction, morbidity and even mortality, including abnormal leukocyte activation seen in rheological studies.
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Affiliation(s)
- Geert W Schmid-Schönbein
- Department of Bioengineering, The Institute of Engineering in Medicine, University of California San Diego, La Jolla, CA, USA
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Abstract
It has been previously shown that intestinal proteases translocate into the circulation during hemorrhagic shock and contribute to proteolysis in distal organs. However, consequences of this phenomenon have not previously been investigated using high-throughput approaches. Here, a shotgun label-free quantitative proteomic approach was utilized to compare the peptidome of plasma samples from healthy and hemorrhagic shock rats to verify the possible role of uncontrolled proteolytic activity in shock. Plasma was collected from rats after hemorrhagic shock (HS) consisting of 2-h hypovolemia followed by 2-h reperfusion, and from healthy control (CTRL) rats. A new two-step enrichment method was applied to selectively extract peptides and low molecular weight proteins from plasma, and directly analyze these samples by tandem mass spectrometry. One hundred twenty-six circulating peptides were identified in CTRL and 295 in HS animals. Ninety-six peptides were present in both conditions; of these, 57 increased and 30 decreased in shock. In total, 256 peptides were increased or present only in HS confirming a general increase in proteolytic activity in shock. Analysis of the proteases that potentially generated the identified peptides suggests that the larger relative contribution to the proteolytic activity in shock is due to chymotryptic-like proteases. These results provide quantitative confirmation that extensive, system-wide proteolysis is part of the complex pathologic phenomena occurring in hemorrhagic shock.
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Abstract
There is currently no effective treatment for multiorgan failure following shock other than supportive care. A better understanding of the pathogenesis of these sequelae to shock is required. The intestine plays a central role in multiorgan failure. It was previously suggested that bacteria and their toxins are responsible for the organ failure seen in circulatory shock, but clinical trials in septic patients have not confirmed this hypothesis. Instead, we review here evidence that the digestive enzymes, synthesized in the pancreas and discharged into the small intestine as requirement for normal digestion, may play a role in multiorgan failure. These powerful enzymes are nonspecific, highly concentrated, and fully activated in the lumen of the intestine. During normal digestion they are compartmentalized in the lumen of the intestine by the mucosal epithelial barrier. However, if this barrier becomes permeable, e.g. in an ischemic state, the digestive enzymes escape into the wall of the intestine. They digest tissues in the mucosa and generate small molecular weight cytotoxic fragments such as unbound free fatty acids. Digestive enzymes may also escape into the systemic circulation and activate other degrading proteases. These proteases have the ability to clip the ectodomain of surface receptors and compromise their function, for example cleaving the insulin receptor causing insulin resistance. The combination of digestive enzymes and cytotoxic fragments leaking into the central circulation causes cell and organ dysfunction, and ultimately may lead to complete organ failure and death. We summarize current evidence suggesting that enteral blockade of digestive enzymes inside the lumen of the intestine may serve to reduce acute cell and organ damage and improve survival in experimental shock.
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Langness S, Costantini TW, Morishita K, Eliceiri BP, Coimbra R. Modulating the Biologic Activity of Mesenteric Lymph after Traumatic Shock Decreases Systemic Inflammation and End Organ Injury. PLoS One 2016; 11:e0168322. [PMID: 27977787 PMCID: PMC5158049 DOI: 10.1371/journal.pone.0168322] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 11/29/2016] [Indexed: 12/18/2022] Open
Abstract
Introduction Trauma/hemorrhagic shock (T/HS) causes the release of pro-inflammatory mediators into the mesenteric lymph (ML), triggering a systemic inflammatory response and acute lung injury (ALI). Direct and pharmacologic vagal nerve stimulation prevents gut barrier failure and alters the biologic activity of ML after injury. We hypothesize that treatment with a pharmacologic vagal agonist after T/HS would attenuate the biologic activity of ML and prevent ALI. Methods ML was collected from male Sprague-Dawley rats after T/HS, trauma-sham shock (T/SS) or T/HS with administration of the pharmacologic vagal agonist CPSI-121. ML samples from each experimental group were injected into naïve mice to assess biologic activity. Blood samples were analyzed for changes in STAT3 phosphorylation (pSTAT3). Lung injury was characterized by histology, permeability and immune cell recruitment. Results T/HS lymph injected in naïve mice caused a systemic inflammatory response characterized by hypotension and increased circulating monocyte pSTAT3 activity. Injection of T/HS lymph also resulted in ALI, confirmed by histology, lung permeability and increased recruitment of pulmonary macrophages and neutrophils to lung parenchyma. CPSI-121 attenuated T/HS lymph-induced systemic inflammatory response and ALI with stable hemodynamics and similar monocyte pSTAT3 levels, lung histology, lung permeability and lung immune cell recruitment compared to animals injected with lymph from T/SS. Conclusion Treatment with CPSI-121 after T/HS attenuated the biologic activity of the ML and decreased ALI. Given the superior clinical feasibility of utilizing a pharmacologic approach to vagal nerve stimulation, CPSI-121 is a potential treatment strategy to limit end organ dysfunction after injury.
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MESH Headings
- Acute Lung Injury/metabolism
- Acute Lung Injury/pathology
- Acute Lung Injury/prevention & control
- Animals
- Disease Models, Animal
- Hydrazones/therapeutic use
- Inflammation/metabolism
- Inflammation/pathology
- Inflammation/prevention & control
- Inflammation Mediators/metabolism
- Lymph/drug effects
- Lymph/immunology
- Lymph/metabolism
- Lymphatic Vessels/drug effects
- Lymphatic Vessels/metabolism
- Male
- Mesentery/drug effects
- Mesentery/immunology
- Mesentery/metabolism
- Mesentery/pathology
- Mice
- Mice, Inbred C57BL
- Rats
- Rats, Sprague-Dawley
- Shock, Hemorrhagic/complications
- Shock, Hemorrhagic/drug therapy
- Shock, Hemorrhagic/immunology
- Shock, Hemorrhagic/metabolism
- Shock, Traumatic/complications
- Shock, Traumatic/drug therapy
- Shock, Traumatic/immunology
- Shock, Traumatic/metabolism
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Affiliation(s)
- Simone Langness
- Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of Surgery, University of California, San Diego Health Sciences, San Diego, California, United States of America
| | - Todd W. Costantini
- Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of Surgery, University of California, San Diego Health Sciences, San Diego, California, United States of America
| | - Koji Morishita
- Division of Acute Critical Care and Disaster Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Brian P. Eliceiri
- Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of Surgery, University of California, San Diego Health Sciences, San Diego, California, United States of America
| | - Raul Coimbra
- Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of Surgery, University of California, San Diego Health Sciences, San Diego, California, United States of America
- * E-mail:
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Is Matrix Metalloproteinase-8 Activity in the Mucosal Barrier a Requirement for Leakage of Cecal Material in Peritonitis? Crit Care Med 2016; 44:854-5. [PMID: 26974453 DOI: 10.1097/ccm.0000000000001500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Alsaigh T, Chang M, Richter M, Mazor R, Kistler EB. In vivo analysis of intestinal permeability following hemorrhagic shock. World J Crit Care Med 2015; 4:287-295. [PMID: 26557479 PMCID: PMC4631874 DOI: 10.5492/wjccm.v4.i4.287] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 07/07/2015] [Accepted: 08/21/2015] [Indexed: 02/06/2023] Open
Abstract
AIM: To determine the time course of intestinal permeability changes to proteolytically-derived bowel peptides in experimental hemorrhagic shock.
METHODS: We injected fluorescently-conjugated casein protein into the small bowel of anesthetized Wistar rats prior to induction of experimental hemorrhagic shock. These molecules, which fluoresce when proteolytically cleaved, were used as markers for the ability of proteolytically cleaved intestinal products to access the central circulation. Blood was serially sampled to quantify the relative change in concentration of proteolytically-cleaved particles in the systemic circulation. To provide spatial resolution of their location, particles in the mesenteric microvasculature were imaged using in vivo intravital fluorescent microscopy. The experiments were then repeated using an alternate measurement technique, fluorescein isothiocyanate (FITC)-labeled dextrans 20, to semi-quantitatively verify the ability of bowel-derived low-molecular weight molecules (< 20 kD) to access the central circulation.
RESULTS: Results demonstrate a significant increase in systemic permeability to gut-derived peptides within 20 min after induction of hemorrhage (1.11 ± 0.19 vs 0.86 ± 0.07, P < 0.05) compared to control animals. Reperfusion resulted in a second, sustained increase in systemic permeability to gut-derived peptides in hemorrhaged animals compared to controls (1.2 ± 0.18 vs 0.97 ± 0.1, P < 0.05). Intravital microscopy of the mesentery also showed marked accumulation of fluorescent particles in the microcirculation of hemorrhaged animals compared to controls. These results were replicated using FITC dextrans 20 [10.85 ± 6.52 vs 3.38 ± 1.11 fluorescent intensity units (× 105, P < 0.05, hemorrhagic shock vs controls)], confirming that small bowel ischemia in response to experimental hemorrhagic shock results in marked and early increases in gut membrane permeability.
CONCLUSION: Increased small bowel permeability in hemorrhagic shock may allow for systemic absorption of otherwise retained proteolytically-generated peptides, with consequent hemodynamic instability and remote organ failure.
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Shen X, Du J, Zhao Y, Guan W. Phosphatase Wip1 as a new therapeutic target for intestinal ischemia-reperfusion injury. Expert Rev Clin Immunol 2014; 10:1591-5. [DOI: 10.1586/1744666x.2014.975211] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Altshuler AE, Lamadrid I, Li D, Ma SR, Kurre L, Schmid-Schönbein GW, Penn AH. Transmural intestinal wall permeability in severe ischemia after enteral protease inhibition. PLoS One 2014; 9:e96655. [PMID: 24805256 PMCID: PMC4013012 DOI: 10.1371/journal.pone.0096655] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Accepted: 04/10/2014] [Indexed: 01/13/2023] Open
Abstract
In intestinal ischemia, inflammatory mediators in the small intestine's lumen such as food byproducts, bacteria, and digestive enzymes leak into the peritoneal space, lymph, and circulation, but the mechanisms by which the intestinal wall permeability initially increases are not well defined. We hypothesize that wall protease activity (independent of luminal proteases) and apoptosis contribute to the increased transmural permeability of the intestine's wall in an acutely ischemic small intestine. To model intestinal ischemia, the proximal jejunum to the distal ileum in the rat was excised, the lumen was rapidly flushed with saline to remove luminal contents, sectioned into equal length segments, and filled with a tracer (fluorescein) in saline, glucose, or protease inhibitors. The transmural fluorescein transport was determined over 2 hours. Villi structure and epithelial junctional proteins were analyzed. After ischemia, there was increased transmural permeability, loss of villi structure, and destruction of epithelial proteins. Supplementation with luminal glucose preserved the epithelium and significantly attenuated permeability and villi damage. Matrix metalloproteinase (MMP) inhibitors (doxycycline, GM 6001), and serine protease inhibitor (tranexamic acid) in the lumen, significantly reduced the fluorescein transport compared to saline for 90 min of ischemia. Based on these results, we tested in an in-vivo model of hemorrhagic shock (90 min 30 mmHg, 3 hours observation) for intestinal lesion formation. Single enteral interventions (saline, glucose, tranexamic acid) did not prevent intestinal lesions, while the combination of enteral glucose and tranexamic acid prevented lesion formation after hemorrhagic shock. The results suggest that apoptotic and protease mediated breakdown cause increased permeability and damage to the intestinal wall. Metabolic support in the lumen of an ischemic intestine with glucose reduces the transport from the lumen across the wall and enteral proteolytic inhibition attenuates tissue breakdown. These combined interventions ameliorate lesion formation in the small intestine after hemorrhagic shock.
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Affiliation(s)
- Angelina E. Altshuler
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
- * E-mail:
| | - Itze Lamadrid
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
| | - Diana Li
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
| | - Stephanie R. Ma
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
| | - Leena Kurre
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
| | - Geert W. Schmid-Schönbein
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
| | - Alexander H. Penn
- Department of Bioengineering, The Institute of Engineering in Medicine, University Of California San Diego, La Jolla, California, United States of America
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