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1.
Surg Oncol Clin N Am ; 33(1): 111-132, 2024 01.
Article in English | MEDLINE | ID: mdl-37945137

ABSTRACT

The adoption of minimally invasive techniques for hepatocellular resection has progressively increased in North America. Cumulative evidence has demonstrated improved surgical outcomes in patients who undergo minimally invasive hepatectomy. In this review, the authors' approach and methodology to minimally invasive robotic liver resection for hepatocellular carcinoma is discussed.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Robotic Surgical Procedures , Robotics , Humans , Carcinoma, Hepatocellular/surgery , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/surgery , Liver Neoplasms/pathology , Robotic Surgical Procedures/methods , Operative Time
4.
Transplant Direct ; 7(8): e731, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34291153

ABSTRACT

BACKGROUND: Graft versus host disease (GVHD) is an uncommon but highly morbid complication of intestinal transplantation (ITx). In this study, we reviewed our 17-y experience with GVHD focusing on factors predicting GVHD occurrence and survival. METHODS: Retrospective review of 271 patients who received 1 or more ITx since program inception in 2003 with survival analysis using Cox proportional hazard modeling. RESULTS: Of 271 patients, 28 developed GHVD 34 (18-66) d after ITx presenting with rash or rash with fever in 26, rectosigmoid disease in 1, and hemolysis in 1; other sites, mainly rectosigmoid colon, were involved in 13. Initial skin biopsy demonstrated classic findings in 6, compatible findings in 14, and no abnormalities in 2. Additional sites of GVHD later emerged in 14. Of the 28 patients, 16 died largely from sepsis, the only independent hazard for death (hazard ratio [HR], 37.4181; P = 0.0008). Significant (P < 0.0500) independent hazards for occurrence of GVHD in adults were pre-ITx functional intestinal failure (IF) (HR, 15.2448) and non-IF diagnosis (HR, 20.9952) and early post-ITx sirolimus therapy (HR, 0.0956); independent hazards in children were non-IF diagnosis (HR, 4.3990), retransplantation (HR, 4.6401), donor:recipient age ratio (HR, 7.3190), and graft colon omission (HR, 0.1886). Variant transplant operation was not an independent GVHD hazard. CONCLUSIONS: Initial diagnosis of GVHD after ITx remains largely clinical, supported but not often confirmed by skin biopsy. Although GVHD risk is mainly recipient-driven, changes in donor selection and immunosuppression practice may reduce incidence and improve survival.

5.
J Pediatr Gastroenterol Nutr ; 71(5): 617-623, 2020 11.
Article in English | MEDLINE | ID: mdl-33093368

ABSTRACT

OBJECTIVES: Intestinal transplantation is an option for permanent intestinal failure with parenteral nutrition intolerance. We sought to determine long-term intestinal graft survival in pediatric patients at our center and to identify factors influencing survival. METHODS: Retrospective chart review of 86 patients transplanted between 2003 and 2013, targeting potential explanatory variables related to demographics, perioperative factors, and postoperative complications. RESULTS: Intestinal graft survival was 71% and 65% after 5 and 10 years, respectively. Five-year graft survival was attained in 79% of patients with a history of anatomic intestinal failure compared with 45% with functional intestinal failure (P = 0.0055). Compared with nonsurvival, 5-year graft survival was also associated with reduced incidences of graft-versus-host disease (2% vs 16%, P = 0.0237), post-transplant lymphoproliferative disorder (3% vs 24%, P = 0.0067), and de novo donor-specific antibodies (19% vs 57%, P = 0.0451) plus a lower donor-recipient weight ratio (median 0.727 vs 0.923, P = 0.0316). Factors not associated with 5-year intestinal graft survival included graft rejection of any severity and inclusion of a liver graft. Factors associated with graft survival at 10 years were similar to those at 5 years. CONCLUSIONS: In our experience, outcomes in pediatric intestinal transplantation have improved substantially for anatomic but not functional intestinal failure. Graft survival depends on avoidance of severe infectious and immunological complications including GVHD, whereas inclusion of a liver graft provides no obvious survival benefit. Reduced success with functional intestinal failure may reflect inherently increased susceptibility to complications in this group.


Subject(s)
Graft Rejection , Liver Transplantation , Child , Graft Rejection/prevention & control , Graft Survival , Humans , Infant , Intestines , Retrospective Studies
6.
Curr Opin Organ Transplant ; 24(2): 212-218, 2019 04.
Article in English | MEDLINE | ID: mdl-30694995

ABSTRACT

PURPOSE OF REVIEW: In this review, we appraise the current status of donor-specific antibody (DSA) monitoring and treatment in the literature and highlight the current challenges in DSA management for the intestine transplant community. RECENT FINDINGS: Sensitizing events are common in patients referred for intestinal transplant, as these patients universally are repeatedly exposed to immune activation and inflammatory events. Both preformed and de novo DSA have been shown to increase rejection and graft loss in intestine recipients. Avoidance of preformed DSA with the use of virtual crossmatch (VXM) and antibody monitoring protocols to detect and treat de novo DSA may improve intestine transplant outcomes. There is no consensus on the clinical and pathologic criteria that are required to diagnose antibody-mediated rejection (AMR) in the intestine recipient. Therefore, many clinicians treat AMR based on the coincidence of DSA and acute biopsy-proven rejection. Inclusion of the liver in the intestine allograft appears to be immunologically protective in the setting of DSA with improved outcomes and a higher rate of preformed DSA clearance. Critically, DSA has been linked to chronic rejection and poor long-term outcomes in the intestine recipient. SUMMARY: On the basis of increasing evidence in the intestine transplant literature, it appears that avoidance of preformed DSA and aggressive monitoring and treatment of de novo DSA is a key to long-term survival following intestine transplantation.


Subject(s)
Graft Rejection/immunology , Graft Survival/immunology , Intestinal Diseases/surgery , Intestines/transplantation , Isoantibodies/immunology , Organ Transplantation/methods , Tissue Donors/statistics & numerical data , Allografts , Graft Rejection/epidemiology , Graft Rejection/prevention & control , Humans , Organ Transplantation/adverse effects , Treatment Outcome
7.
Ann Transl Med ; 6(20): 409, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30498736

ABSTRACT

Solid organ transplantation (SOT) has emerged from an experimental approach in the 20th century to now being an established and practical definitive treatment option for patients with end-organ dysfunction. The evolution of SOT has seen the field progress rapidly over the past few decades with incorporation of a variety of solid organs-liver, kidney, pancreas, heart, and lung-into the donor pool. New advancements in surgical technique have allowed for more efficient and refined multi-organ procurements with minimal complications and decreased ischemic injury events. Additionally, immunosuppression therapy has also seen advancements with the expansion of immunosuppressive protocols to dampen the host immune response and improve short and long-term graft survival. However, the field of SOT faces new barriers, most importantly the expanding demand for SOT that is outpacing the current supply. Allocation protocols have been developed in an attempt to address these concerns. Other avenues for SOT are also being explored to increase the donor pool, including split-liver donor transplants, islet cell implantation for pancreas transplants, and xenotransplantation. The future of SOT is bright with exciting new research being explored to overcome current obstacles.

8.
Case Rep Urol ; 2018: 8768549, 2018.
Article in English | MEDLINE | ID: mdl-29854553

ABSTRACT

Page kidney, a rare phenomenon whereby external compression of renal parenchyma can induce hypertension, can be caused by subcapsular hematoma following renal transplant biopsy. Surgical intervention is often warranted to salvage the transplant kidney. This is a case report of a patient with acute T-cell-mediated rejection and no other risk factors for postprocedural bleeding that developed Page kidney. The patient had no signs or symptoms for >24 hours from the time of biopsy, underscoring the need for awareness of this rare but potentially catastrophic complication of renal transplant biopsies.

9.
Am J Transplant ; 18(6): 1312-1320, 2018 06.
Article in English | MEDLINE | ID: mdl-29498797

ABSTRACT

Intestinal failure (IF)-associated liver disease (IFALD) is widely recognized as a lethal complication of long-term parenteral nutrition. The pathophysiology of IFALD is poorly understood but appears to be multifactorial and related to the inflammatory state in the patient with IF. Visceral transplant for IFALD includes variants of intestine, liver, or combined liver-intestine allografts. Graft selection for an individual patient depends on the etiology of IF, abdominal and vascular anatomy, severity of IFALD, and potential for intestinal rehabilitation. The past decade has witnessed dramatic improvement in the management of IFALD, principally due to improved lipid emulsion formulations and the multidisciplinary care of the patient with IF. As the recognition and treatment of IFALD continue to improve, the requirement of liver-inclusive visceral grafts appears to be decreasing, representing a paradigm shift in the care of the patient with IF. This review highlights the current indications, graft selection, and outcomes of visceral transplantation for IFALD.


Subject(s)
Intestinal Diseases/surgery , Liver Diseases/complications , Viscera/transplantation , Humans , Intestinal Diseases/complications , Liver Diseases/physiopathology , Parenteral Nutrition
10.
J Inflamm (Lond) ; 9(1): 34, 2012 Sep 25.
Article in English | MEDLINE | ID: mdl-23009382

ABSTRACT

BACKGROUND: Hemorrhagic shock results in systemic activation of the immune system and leads to ischemia-reperfusion injury. Lymphocytes have been identified as critical mediators of the early innate immune response to ischemia-reperfusion injury, and immunomodulation of lymphocytes may prevent secondary immunologic injury in surgical and trauma patients. METHODS: Yorkshire swine were anesthetized and underwent a grade III liver injury with uncontrolled hemorrhage to induce hemorrhagic shock. Experimental groups were treated with a lymphocyte depletional agent, porcine polyclonal anti-thymocyte globulin (PATG) (n = 8) and compared to a vehicle control group (n = 9). Animals were observed over a 3 day survival period. Circulating lymphocytes were examined with FACS analysis for CD3/CD4/CD8, and central lymphocytes with mesenteric lymph node and spleen staining for CD3. Circulating and lung tissue16 infiltrating neutrophils were measured. Circulating CD3 lymphocytes in the blood and in central lymphoid organs (spleen/lymph node) were stained and evaluated using FACS analysis. Immune-related gene expression from liver tissue was quantified using RT-PCR. RESULTS: The overall survival was 22% (2/9) in the control and 75% (6/8) in the PATG groups, p = 0.09; during the reperfusion period (following hemorrhage) survival was 25% (2/8) in the control and 100% (6/6) in the PATG groups, p = 0.008. Mean blood loss and hemodynamic profiles were not significantly different between the experimental and control groups. Circulating CD3+CD4+ lymphocytes were significantly depleted in the PATG group compared to control. Lymphocyte depletion in the setting of hemorrhagic shock also significantly decreased circulating and lung tissue infiltrating neutrophils, and decreased expression of liver ischemia gene expression. CONCLUSIONS: Lymphocyte manipulation with a depletional (PATG) strategy improves reperfusion survival in experimental hemorrhagic shock using a porcine liver injury model. This proof of principle study paves the way for further development of immunomodulation approaches to ameliorate secondary immune injury following hemorrhagic shock.

11.
J Orthop Trauma ; 26(11): e204-13, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22588530

ABSTRACT

OBJECTIVE: Heterotopic ossification (HO) develops frequently after modern high-energy penetrating war injuries. The purpose of this prospective study was to identify and characterize the unique cytokine and chemokine profile associated with the development of HO as it pertained to the systemic inflammatory response after penetrating combat-related trauma. METHODS: Patients with high-energy penetrating extremity wounds were prospectively enrolled. Surgical debridement along with the use of a pulse lavage and vacuum-assisted-closure device was performed every 48-72 hours until definitive wound closure. Wound bed tissue biopsy, wound effluent, and serum were collected before each debridement. Effluent and serum were analyzed for 22 relevant cytokines and chemokines. Tissue was analyzed quantitatively for bacterial colonization. Correlations between specific wound and patient characteristics were also analyzed. The primary clinical outcome measure was the formation of HO as confirmed by radiographs at a minimum of 2 months of follow-up. RESULTS: Thirty-six penetrating extremity war wounds in 24 patients were investigated. The observed rate of HO in the study population was 38%. Of the 36 wounds, 13 (36%) demonstrated HO at a minimum follow-up of 2 months. An elevated injury severity score was associated with the development of HO (P = 0.006). Wound characteristics that correlated with the development of HO included impaired healing (P = 0.005) and bacterial colonization (P < 0.001). Both serum (interleukin-6, interleukin-10, and MCP-1) and wound effluent (IP-10 and MIP-1α) cytokine and chemokine bioprofiles were individually associated and suggestive of the development of HO (P < 0.05). CONCLUSIONS: A severe systemic and wound-specific inflammatory state as evident by elevated levels of inflammatory cytokines, elevated injury severity score, and bacterial wound colonization is associated with the development of HO. These findings suggest that the development of HO in traumatic combat-related wounds is associated with a hyper-inflammatory systemic response to injury. LEVEL OF EVIDENCE: Prognostic Level II. See Instructions for Authors for a complete description of levels of evidence.


Subject(s)
Blast Injuries/immunology , Cytokines/immunology , Inflammation/immunology , Ossification, Heterotopic/immunology , Warfare , Wounds, Penetrating/immunology , Blast Injuries/blood , Cytokines/blood , Female , Humans , Inflammation/blood , Male , Ossification, Heterotopic/blood , Wounds, Penetrating/blood , Young Adult
12.
PLoS One ; 7(4): e34224, 2012.
Article in English | MEDLINE | ID: mdl-22558085

ABSTRACT

The inflammatory response to severe traumatic injury results in significant morbidity and mortality. Lymphocytes have recently been identified as critical mediators of the early innate immune response to ischemia-reperfusion injury. Experimental manipulation of lymphocytes following hemorrhagic shock may prevent secondary immunologic injury in surgical and trauma patients. The objective of this study is to evaluate the lymphocyte sequestration agent FTY720 as an immunomodulator following experimental hemorrhagic shock in a swine liver injury model. Yorkshire swine were anesthetized and underwent a grade III liver injury with uncontrolled hemorrhage to induce hemorrhagic shock. Experimental groups were treated with a lymphocyte sequestration agent, FTY720, (n = 9) and compared to a vehicle control group (n = 9). Animals were observed over a 3 day survival period after hemorrhage. Circulating total leukocyte and neutrophil counts were measured. Central lymphocytes were evaluated with mesenteric lymph node and spleen immunohistochemistry (IHC) staining for CD3. Lung tissue infiltrating neutrophils were analyzed with myeloperoxidase (MPO) IHC staining. Relevant immune-related gene expression from liver tissue was quantified using RT-PCR. The overall survival was 22.2% in the vehicle control and 66.7% in the FTY720 groups (p = 0.081), and reperfusion survival (period after hemorrhage) was 25% in the vehicle control and 75% in the FTY720 groups (p = 0.047). CD3(+) lymphocytes were significantly increased in mesenteric lymph nodes and spleen in the FTY720 group compared to vehicle control, indicating central lymphocyte sequestration. Lymphocyte disruption significantly decreased circulating and lung tissue infiltrating neutrophils, and decreased expression of liver immune-related gene expression in the FTY720 treated group. There were no observed infectious or wound healing complications. Lymphocyte sequestration with FTY720 improves survival in experimental hemorrhagic shock using a porcine liver injury model. These results support a novel and clinically relevant lymphocyte immunomodulation strategy to ameliorate secondary immune injury in hemorrhagic shock.


Subject(s)
Immunity, Innate/immunology , Immunosuppressive Agents/pharmacology , Liver/pathology , Lymphocytes/immunology , Propylene Glycols/pharmacology , Shock, Hemorrhagic/veterinary , Sphingosine/analogs & derivatives , Swine Diseases/drug therapy , Swine Diseases/immunology , Analysis of Variance , Animals , DNA Primers/genetics , Female , Fingolimod Hydrochloride , Gene Expression Regulation/immunology , Immunohistochemistry , Immunosuppressive Agents/therapeutic use , Lymph Nodes/immunology , Male , Neutrophils/immunology , Peroxidase , Real-Time Polymerase Chain Reaction , Shock, Hemorrhagic/drug therapy , Shock, Hemorrhagic/immunology , Shock, Hemorrhagic/pathology , Sphingosine/pharmacology , Spleen/immunology , Swine
13.
Surg Infect (Larchmt) ; 12(5): 351-7, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21936666

ABSTRACT

BACKGROUND: Modern combat- or blast-related injuries are characterized by devastatingly massive zones of injury that violate soft tissue, bone, and neurovascular structures. In our translational research program, we have determined that healing of traumatic combat wounds is dependent on the immune response. Although the majority of combat wounds are not critically colonized with bacteria, there exists a correlation between critical colonization and the concentration of inflammatory cytokines and chemokines measured in wound effluent or patient serum. METHODS: Patients with penetrating extremity wounds sustained during combat operations were studied prospectively, being followed for 30 days after definitive wound closure. Surgical debridement was repeated every 48-72 h until wound closure at the discretion of the attending surgeon. Serum, wound effluent, and wound bed tissue biopsy were collected at each debridement. Serum and wound effluent were analyzed with a multiplex assay for cytokines, chemokines, and inflammatory proteases, whereas wound tissue was assessed for microbial colonization via quantitative cultures. Correlations between serum and effluent cytokines and chemokines and the degree of tissue colonization were evaluated. RESULTS: Samples from 154 debridements in 38 wounds from 25 male patients were investigated. Many of the patients sustained multi-system trauma (mean Injury Severity Score 21±12 points) and were critically ill (mean Acute Physiology and Chronic Health Evaluation II score 7±5 points). Healing failure occurred in 23.7% of wounds. A marked inflammatory profile, including increased serum and wound effluent cytokines and chemokines, was associated with the extent of critical colonization. CONCLUSIONS: The correlation between systemic and local inflammatory cytokines and quantitative culture suggests that the interplay between the systemic response to injury and the local wound environment is a determinant of outcome. This relationship remains ill defined and requires further investigation in both clinical and pre-clinical studies. A biomarker panel reflective of colonization may provide clinically useful, objective criteria indicating when wound closure is appropriate for successful healing.


Subject(s)
Bacterial Infections/diagnosis , Inflammation/pathology , Wound Infection/diagnosis , Wounds, Penetrating/complications , Adult , Bacterial Infections/immunology , Bacterial Infections/pathology , Biopsy , Cytokines/analysis , Debridement , Exudates and Transudates/chemistry , Humans , Inflammation/immunology , Male , Serum/chemistry , Warfare , Wound Infection/immunology , Wound Infection/pathology , Wounds, Penetrating/surgery
16.
Vascular ; 18(6): 367-70, 2010.
Article in English | MEDLINE | ID: mdl-20979926

ABSTRACT

The surgical management of aortic aneurysms in kidney transplant patients is a difficult clinical scenario where preservation of the kidney allograft during aortic cross-clamping is paramount. We describe a novel technique for renal protection during abdominal aortic aneurysm repair with in situ oxygenated pump perfusion of the transplanted kidney. A percutaneous approach is used for common femoral artery and vein cannulation and a cardiopulmonary bypass circuit to provide retrograde oxygenated pump perfusion to the transplanted kidney. This technique allows adequate kidney perfusion during warm ischemia and minimizes morbidity by using a percutaneous access technique.


Subject(s)
Aortic Aneurysm, Abdominal/surgery , Blood Vessel Prosthesis Implantation , Extracorporeal Membrane Oxygenation , Kidney Transplantation , Kidney/blood supply , Kidney/surgery , Perfusion/methods , Renal Circulation , Aged , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/physiopathology , Aortography/methods , Cardiopulmonary Bypass , Constriction , Extracorporeal Membrane Oxygenation/instrumentation , Humans , Incidental Findings , Male , Perfusion/instrumentation , Tomography, X-Ray Computed , Transplantation, Homologous , Treatment Outcome
17.
J Mol Diagn ; 12(5): 653-63, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20688906

ABSTRACT

Transplant glomerulopathy (TG) is associated with rapid decline in glomerular filtration rate and poor outcome. We used low-density arrays with a novel probabilistic analysis to characterize relationships between gene transcripts and the development of TG in allograft recipients. Retrospective review identified TG in 10.8% of 963 core biopsies from 166 patients; patients with stable function were studied for comparison. The biopsies were analyzed for expression of 87 genes related to immune function and fibrosis by using real-time PCR, and a Bayesian model was generated and validated to predict histopathology based on gene expression. A total of 57 individual genes were increased in TG compared with stable function biopsies (P < 0.05). The Bayesian analysis identified critical relationships between ICAM-1, IL-10, CCL3, CD86, VCAM-1, MMP-9, MMP-7, and LAMC2 and allograft pathology. Moreover, Bayesian models predicted TG when derived from either immune function (area under the curve [95% confidence interval] of 0.875 [0.675 to 0.999], P = 0.004) or fibrosis (area under the curve [95% confidence interval] of 0.859 [0.754 to 0.963], P < 0.001) gene networks. Critical pathways in the Bayesian models were also analyzed by using the Fisher exact test and had P values <0.005. This study demonstrates that evaluating quantitative gene expression profiles with Bayesian modeling can identify significant transcriptional associations that have the potential to support the diagnostic capability of allograft histology. This integrated approach has broad implications in the field of transplant diagnostics.


Subject(s)
Bayes Theorem , Gene Expression , Kidney Diseases/etiology , Kidney Glomerulus/pathology , Kidney Transplantation/adverse effects , Probability , Adult , Glomerular Filtration Rate , Humans , Kidney Diseases/genetics , Middle Aged , Polymerase Chain Reaction
18.
Wound Repair Regen ; 18(4): 409-16, 2010.
Article in English | MEDLINE | ID: mdl-20546554

ABSTRACT

Soldiers wounded in modern warfare present with extensive and complicated acute wounds, confounded by an overwhelming inflammatory response. The pathophysiology of acute wounds is unknown and timing of wound closure remains subjective. Collagen gene expression profiles are presented for 24 patients. Impaired healing wounds showed a twofold decrease in the up-regulation of COL1A1 and COL3A1 genes in the beginning of the wound healing process, compared with normal healing wounds. By the final debridement, however, collagen gene expression profiles for normal and impaired healing wounds were similar for COL1A1 and COL3A1. In addition, Raman spectroscopic maps were collected of biopsy tissue sections, from the first and last debridements of 10 wounds collected from nine patients. Tissue components obtained for the debridement biopsies were compared to elucidate whether or not a wound healed normally. Raman spectroscopy showed a loss of collagen in five patients, indicated by a negative percent difference in the 1,665/1,445 cm(-1) band area ratios. Four healed patients showed an increased or unchanged collagen content. Here, we demonstrate the potential of Raman spectroscopic analysis of wound biopsies for classification of wounds as normal or impaired healing. Raman spectroscopy has the potential to noninvasively monitor collagen deposition in the wound bed, during surgical wound debridements, to help determine the optimal time for wound closure.


Subject(s)
Military Personnel , Spectrum Analysis, Raman/methods , Warfare , Wound Healing/physiology , Wounds, Penetrating/pathology , Wounds, Penetrating/physiopathology , Adult , Afghan Campaign 2001- , Biopsy , Collagen Type I/physiology , Collagen Type I, alpha 1 Chain , Collagen Type III/physiology , Debridement , Extracellular Matrix/physiology , Female , Gene Expression Regulation/physiology , Humans , Iraq War, 2003-2011 , Male , Multivariate Analysis , Statistics, Nonparametric , United States , Up-Regulation/physiology , Wounds, Penetrating/classification , Wounds, Penetrating/therapy
19.
J Surg Res ; 159(2): 633-9, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20056248

ABSTRACT

BACKGROUND: Matrix metalloproteinases (MMPs) are crucial in the inflammatory and remodeling phases of wound healing. We previously reported the correlation between pro-inflammatory cytokines and timing of successful combat-wound closure. We now extend our studies to investigate the correlation between wound-remodeling MMP expression and wound healing. METHODS: Thirty-eight wounds in 25 patients with traumatic extremity combat wounds were prospectively studied. Surgical debridement with vacuum-assisted closure (VAC) device application was repeated every 48 to 72h until surgical wound closure. Wound effluent and patient serum were collected at each wound debridement and analyzed for five matrix metalloproteinases using the Luminex multiplex system; Millipore Corp, Billerica, MA. The primary outcome was wound healing within 30 d of definitive wound closure. Impairment was defined as delayed wound closure (>21 d from injury) or wound dehiscence. MMP expression was compared between impaired and normal healing wounds. RESULTS: Elevated levels of serum MMP-2 and MMP-7 and reduced levels of effluent MMP3 were seen in impaired wounds (n = 9) compared with wounds that healed (n = 29; P<0.001). Receiver operating characteristic (ROC) curve analysis yielded area-under-the-curve (AUC) of 0.744, 0.783, and 0.805, respectively. CONCLUSIONS: Impaired wound healing is characterized by pro-inflammatory MMP-2 and MMP-7. Serum and effluent concentrations of MMP-2, MMP-3, and MMP-7 can effectively predict the outcome of traumatic war wounds and can potentially provide decision-supportive, objective evidence for the timing of wound closure.


Subject(s)
Matrix Metalloproteinases/genetics , Wound Healing/physiology , Wounds and Injuries/enzymology , Adolescent , Adult , Amputation, Surgical/statistics & numerical data , Debridement , Female , Humans , Male , Matrix Metalloproteinase 2/genetics , Matrix Metalloproteinase 3/genetics , Matrix Metalloproteinase 7/genetics , Military Medicine/methods , Prospective Studies , Wounds and Injuries/genetics , Wounds and Injuries/surgery , Wounds, Penetrating/enzymology , Young Adult
20.
J Multidiscip Healthc ; 3: 125-35, 2010 Aug 16.
Article in English | MEDLINE | ID: mdl-21197361

ABSTRACT

BACKGROUND: Graphical probabilistic models have the ability to provide insights as to how clinical factors are conditionally related. These models can be used to help us understand factors influencing health care outcomes and resource utilization, and to estimate morbidity and clinical outcomes in trauma patient populations. STUDY DESIGN: Thirty-two combat casualties with severe extremity injuries enrolled in a prospective observational study were analyzed using step-wise machine-learned Bayesian belief network (BBN) and step-wise logistic regression (LR). Models were evaluated using 10-fold cross-validation to calculate area-under-the-curve (AUC) from receiver operating characteristics (ROC) curves. RESULTS: Our BBN showed important associations between various factors in our data set that could not be developed using standard regression methods. Cross-validated ROC curve analysis showed that our BBN model was a robust representation of our data domain and that LR models trained on these findings were also robust: hospital-acquired infection (AUC: LR, 0.81; BBN, 0.79), intensive care unit length of stay (AUC: LR, 0.97; BBN, 0.81), and wound healing (AUC: LR, 0.91; BBN, 0.72) showed strong AUC. CONCLUSIONS: A BBN model can effectively represent clinical outcomes and biomarkers in patients hospitalized after severe wounding, and is confirmed by 10-fold cross-validation and further confirmed through logistic regression modeling. The method warrants further development and independent validation in other, more diverse patient populations.

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