Histological correlation between different centers using the skin explant model to predict graft-versus-host disease following bone marrow transplantation

Segmentation of epidermal tissue with histopathological damage in images of haematoxylin and eosin stained human skin

Background

Digital image analysis has the potential to address issues surrounding traditional histological techniques including a lack of objectivity and high variability, through the application of quantitative analysis. A key initial step in image analysis is the identification of regions of interest. A widely applied methodology is that of segmentation. This paper proposes the application of image analysis techniques to segment skin tissue with varying degrees of histopathological damage. The segmentation of human tissue is challenging as a consequence of the complexity of the tissue structures and inconsistencies in tissue preparation, hence there is a need for a new robust method with the capability to handle the additional challenges materialising from histopathological damage.

Methods

A new algorithm has been developed which combines enhanced colour information, created following a transformation to the L*a*b* colourspace, with general image intensity information. A colour normalisation step is included to enhance the algorithm’s robustness to variations in the lighting and staining of the input images. The resulting optimised image is subjected to thresholding and the segmentation is fine-tuned using a combination of morphological processing and object classification rules. The segmentation algorithm was tested on 40 digital images of haematoxylin & eosin (H&E) stained skin biopsies. Accuracy, sensitivity and specificity of the algorithmic procedure were assessed through the comparison of the proposed methodology against manual methods.

Results

Experimental results show the proposed fully automated methodology segments the epidermis with a mean specificity of 97.7%, a mean sensitivity of 89.4% and a mean accuracy of 96.5%. When a simple user interaction step is included, the specificity increases to 98.0%, the sensitivity to 91.0% and the accuracy to 96.8%. The algorithm segments effectively for different severities of tissue damage.

Conclusions

Epidermal segmentation is a crucial first step in a range of applications including melanoma detection and the assessment of histopathological damage in skin. The proposed methodology is able to segment the epidermis with different levels of histological damage. The basic method framework could be applied to segmentation of other epithelial tissues.

Immune reconstitution and graft-versus-host reactions in rat models of allogeneic hematopoietic cell transplantation

Allogeneic hematopoietic cell transplantation (alloHCT) extends the lives of thousands of patients who would otherwise succumb to hematopoietic malignancies such as leukemias and lymphomas, aplastic anemia, and disorders of the immune system. In alloHCT, different immune cell types mediate beneficial graft-versus-tumor (GvT) effects, regulate detrimental graft-versus-host disease (GvHD), and are required for protection against infections. Today, the “good” (GvT effector cells and memory cells conferring protection) cannot be easily separated from the “bad” (GvHD-causing cells), and alloHCT remains a hazardous medical modality. The transplantation of hematopoietic stem cells into an immunosuppressed patient creates a delicate environment for the reconstitution of donor blood and immune cells in co-existence with host cells. Immunological reconstitution determines to a large extent the immune status of the allo-transplanted host against infections and the recurrence of cancer, and is critical for long-term protection and survival after clinical alloHCT. Animal models continue to be extremely valuable experimental tools that widen our understanding of, for example, the dynamics of post-transplant hematopoiesis and the complexity of immune reconstitution with multiple ways of interaction between host and donor cells. In this review, we discuss the rat as an experimental model of HCT between allogeneic individuals. We summarize our findings on lymphocyte reconstitution in transplanted rats and illustrate the disease pathology of this particular model. We also introduce the rat skin explant assay, a feasible alternative to in vivo transplantation studies. The skin explant assay can be used to elucidate the biology of graft-versus-host reactions, which are known to have a major impact on immune reconstitution, and to perform genome-wide gene expression studies using controlled combinations of minor and major histocompatibility between the donor and the recipient.

Expression profiling of major histocompatibility and natural killer complex genes reveals candidates for controlling risk of graft versus host disease

Background

The major histocompatibility complex (MHC) is the most important genomic region that contributes to the risk of graft versus host disease (GVHD) after haematopoietic stem cell transplantation. Matching of MHC class I and II genes is essential for the success of transplantation. However, the MHC contains additional genes that also contribute to the risk of developing acute GVHD. It is difficult to identify these genes by genetic association studies alone due to linkage disequilibrium in this region. Therefore, we aimed to identify MHC genes and other genes involved in the pathophysiology of GVHD by mRNA expression profiling.

Methodology/Principal Findings

To reduce the complexity of the task, we used genetically well-defined rat inbred strains and a rat skin explant assay, an in-vitro-model of the graft versus host reaction (GVHR), to analyze the expression of MHC, natural killer complex (NKC), and other genes in cutaneous GVHR. We observed a statistically significant and strong up or down regulation of 11 MHC, 6 NKC, and 168 genes encoded in other genomic regions, i.e. 4.9%, 14.0%, and 2.6% of the tested genes respectively. The regulation of 7 selected MHC and 3 NKC genes was confirmed by quantitative real-time PCR and in independent skin explant assays. In addition, similar regulations of most of the selected genes were observed in GVHD-affected skin lesions of transplanted rats and in human skin explant assays.

Conclusions/Significance

We identified rat and human MHC and NKC genes that are regulated during GVHR in skin explant assays and could therefore serve as biomarkers for GVHD. Several of the respective human genes, including HLA-DMB, C2, AIF1, SPR1, UBD, and OLR1, are polymorphic. These candidates may therefore contribute to the genetic risk of GVHD in patients.

Antibodies to 60, 65 and 70 kDa heat shock proteins in pediatric allogeneic stem cell transplant recipients

Allogeneic SCT remains the only means of cure for many patients with various malignant disorders as well as non-malignant diseases. Infection together with severe aGvHD may result in a significant incidence of transplant-related morbidity and mortality. Current evidence suggests that hSPS represent major immunodominant antigens in many pathogens and therefore might play an important role in the pathogenesis of GvHD. We investigated the levels of total Ig, IgG and IgM isotype antibodies to rh-hsp60, recombinant Mycobacterium bovis hsp65 and stress-inducible rh-hsp70 in sera of pediatric patients undergoing SCT by using ELISA. We studied whether humoral immune responses to hSPS follow transplant-related complications, bacterial and fungal infection. Anti-hsp antibodies were detected in patients' sera before conditioning, over the course of conditioning and all the time post-transplant. We found no correlation between anti-hsp antibodies and the occurrence and severity of GvHD and/or other transplant-related complications like graft failure, hemorrhagic cystitis and capillary leakage syndrome. However, elevated anti-hsp antibodies involving IgM and IgG isotypes were found to be associated with bacterial and fungal infection depending on etiological agents. We demonstrated de novo humoral response to hSPS in a cohort of patients with actual infection caused by Klebsiella pneumoniae (anti-hsp60, anti-hsp65 and anti-hsp70), Pseudomonas aeruginosa (anti-hsp60, anti-hsp70) and Aspergillus fumigatus (anti-hsp65). We conclude that anti-hsp antibodies might be produced after SCT in relation to infection depending on etiological agents; however, transplant-related complications by themselves had a little impact.

Low incidence of severe acute graft-versus-host disease in children given haematopoietic stem cell transplantation from unrelated donors prospectively matched for HLA class I and II alleles with high-resolution molecular typing

We evaluated the outcome of 63 children given haematopoietic stem cell transplantation from unrelated donors (URD-HSCT) prospectively selected using DNA high-resolution typing of both HLA class I and class II loci. Thirty patient/donor pairs (48%) were fully matched. Among the others, HSCT was performed in the presence of one (n=22), two (n=9), or three (n=2) HLA disparities. Patients had either malignant (n=46) or non-malignant (n=17) disease. In all cases, graft-versus-host disease (GVHD) prophylaxis consisted of cyclospor-in A, short-term methotrexate and pretransplant anti-thymocyte globulin. The probability of haematopoietic recovery at day 100 was 97%. Two patients experienced primary graft failure. The cumulative probability of grades III-IV acute GVHD and of extensive chronic GVHD equalled 8 and 14%, respectively. A total of 12 patients died of transplant-related complications. The probability of transplant-related mortality (TRM) at 100 and 180 days was 10 and 15%, respectively, whereas the cumulative incidence of TRM was 22%. The probability of GVHD-related mortality equalled 6% at 2.5 years. The overall and disease-free survival rates were 67 and 65%, respectively. URD-HSCT with donor selection based on high-resolution HLA typing is associated with low incidence of both severe acute GVHD and graft failure. The observed outcome is comparable to that of children transplanted from HLA-identical siblings.