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1.
Mod Pathol ; 37(1): 100376, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37926423

ABSTRACT

The current stratification of tumor nodules in colorectal cancer (CRC) staging is subjective and leads to high interobserver variability. In this study, the objective assessment of the shape of lymph node metastases (LNMs), extranodal extension (ENE), and tumor deposits (TDs) was correlated with outcomes. A test cohort and a validation cohort were included from 2 different institutions. The test cohort consisted of 190 cases of stage III CRC. Slides with LNMs and TDs were annotated and processed using a segmentation algorithm to determine their shape. The complexity ratio was calculated for every shape and correlated with outcomes. A cohort of 160 stage III CRC cases was used to validate findings. TDs showed significantly more complex shapes than LNMs with ENE, which were more complex than LNMs without ENE (P < .001). In the test cohort, patients with the highest sum of complexity ratios had significantly lower disease-free survival (P < .01). When only the nodule with the highest complexity was considered, this effect was even stronger (P < .001). This maximum complexity ratio per patient was identified as an independent prognostic factor in the multivariate analysis (hazard ratio, 2.47; P < .05). The trends in the validation cohort confirmed the results. More complex nodules in stage III CRC were correlated with significantly worse disease-free survival, even if only based on the most complex nodule. These results suggest that more complex nodules reflect more invasive tumor biology. As most of the more complex nodules were diagnosed as TDs, we suggest providing a more prominent role for TDs in the nodal stage and include an objective complexity measure in their definition.


Subject(s)
Colorectal Neoplasms , Humans , Prognosis , Neoplasm Staging , Colorectal Neoplasms/pathology , Disease-Free Survival , Proportional Hazards Models , Retrospective Studies , Lymph Nodes/pathology
2.
J Pathol ; 261(1): 19-27, 2023 09.
Article in English | MEDLINE | ID: mdl-37403270

ABSTRACT

Tumor budding (TB) is a strong biomarker of poor prognosis in colorectal cancer and other solid cancers. TB is defined as isolated single cancer cells or clusters of up to four cancer cells at the invasive tumor front. In areas with a large inflammatory response at the invasive front, single cells and cell clusters surrounding fragmented glands are observed appearing like TB. Occurrence of these small groups is referred to as pseudobudding (PsB), which arises due to external influences such as inflammation and glandular disruption. Using a combination of orthogonal approaches, we show that there are clear biological differences between TB and PsB. TB is representative of active invasion by presenting features of epithelial-mesenchymal transition and exhibiting increased deposition of extracellular matrix within the surrounding tumor microenvironment (TME), whereas PsB represents a reactive response to heavy inflammation where increased levels of granulocytes within the surrounding TME are observed. Our study provides evidence that areas with a strong inflammatory reaction should be avoided in the routine diagnostic assessment of TB. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Neoplasms , Humans , Epithelial-Mesenchymal Transition , Inflammation , United Kingdom , Tumor Microenvironment
3.
J Pathol ; 261(4): 401-412, 2023 12.
Article in English | MEDLINE | ID: mdl-37792663

ABSTRACT

Both lymph node metastases (LNMs) and tumour deposits (TDs) are included in colorectal cancer (CRC) staging, although knowledge regarding their biological background is lacking. This study aimed to compare the biology of these prognostic features, which is essential for a better understanding of their role in CRC spread. Spatially resolved transcriptomic analysis using digital spatial profiling was performed on TDs and LNMs from 10 CRC patients using 1,388 RNA targets, for the tumour cells and tumour microenvironment. Shotgun proteomics identified 5,578 proteins in 12 different patients. Differences in RNA and protein expression were analysed, and spatial deconvolution was performed. Image-based consensus molecular subtype (imCMS) analysis was performed on all TDs and LNMs included in the study. Transcriptome and proteome profiles identified distinct clusters for TDs and LNMs in both the tumour and tumour microenvironment segment, with upregulation of matrix remodelling, cell adhesion/motility, and epithelial-mesenchymal transition (EMT) in TDs (all p < 0.05). Spatial deconvolution showed a significantly increased abundance of fibroblasts, macrophages, and regulatory T-cells (p < 0.05) in TDs. Consistent with a higher fibroblast and EMT component, imCMS classified 62% of TDs as poor prognosis subtype CMS4 compared to 36% of LNMs (p < 0.05). Compared to LNMs, TDs have a more invasive state involving a distinct tumour microenvironment and upregulation of EMT, which are reflected in a more frequent histological classification of TDs as CMS4. These results emphasise the heterogeneity of locoregional spread and the fact that TDs should merit more attention both in future research and during staging. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Colorectal Neoplasms , Transcriptome , Humans , Lymphatic Metastasis , Extranodal Extension , Proteomics , Prognosis , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , RNA , Tumor Microenvironment
4.
Mod Pathol ; 36(9): 100233, 2023 09.
Article in English | MEDLINE | ID: mdl-37257824

ABSTRACT

Tumor budding (TB), the presence of single cells or small clusters of up to 4 tumor cells at the invasive front of colorectal cancer (CRC), is a proven risk factor for adverse outcomes. International definitions are necessary to reduce interobserver variability. According to the current international guidelines, hotspots at the invasive front should be counted in hematoxylin and eosin (H&E)-stained slides. This is time-consuming and prone to interobserver variability; therefore, there is a need for computer-aided diagnosis solutions. In this study, we report an artificial intelligence-based method for detecting TB in H&E-stained whole slide images. We propose a fully automated pipeline to identify the tumor border, detect tumor buds, characterize them based on the number of tumor cells, and produce a TB density map to identify the TB hotspot. The method outputs the TB count in the hotspot as a computational biomarker. We show that the proposed automated TB detection workflow performs on par with a panel of 5 pathologists at detecting tumor buds and that the hotspot-based TB count is an independent prognosticator in both the univariate and the multivariate analysis, validated on a cohort of n = 981 patients with CRC. Computer-aided detection of tumor buds based on deep learning can perform on par with expert pathologists for the detection and quantification of tumor buds in H&E-stained CRC histopathology slides, strongly facilitating the introduction of budding as an independent prognosticator in clinical routine and clinical trials.


Subject(s)
Artificial Intelligence , Colorectal Neoplasms , Humans , Hematoxylin , Eosine Yellowish-(YS) , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/pathology , Diagnosis, Computer-Assisted
5.
Int J Cancer ; 149(6): 1266-1273, 2021 09 15.
Article in English | MEDLINE | ID: mdl-33990961

ABSTRACT

Umbilical metastases form a clinical challenge, especially when they represent the first sign of malignant disease and the primary tumor is unknown. Our study aims to generate insight into the origin and timing of umbilical metastasis, as well as patient survival, using population-based data. A nationwide review of pathology records of patients diagnosed with an umbilical metastasis between 1979 and 2015 was performed. Data was collected from the Nationwide Network and Registry of Histopathology and Cytopathology (PALGA) and the Netherlands Cancer Registry. Kaplan-Meier analyses and log-rank testing were used to estimate overall survival and a Cox proportional hazard model was used to determine multivariable hazard ratios. A total of 806 patients with an umbilical metastasis were included. There were 210 male (26.1%) and 596 female (73.9%) patients. Distribution of umbilical metastases was different between male and female patients due to the high incidence of umbilical metastases originating from the ovaries in females. They most frequently originated from the ovaries in female patients (38.8%) and from the colon in male patients (43.8%). In 18% of cases no primary tumor could be identified. Prognosis after diagnosis of an umbilical metastasis was dismal with a median survival of 7.9 months (95% confidence interval 6.7-9.1). The origin of the primary tumor was an independent prognostic factor for overall survival. In conclusion, umbilical metastases relatively rare, mainly originating from intraabdominal primary tumors. Survival is dependent on the origin of the primary tumor and poor overall survival rates warrant early recognition.


Subject(s)
Colonic Neoplasms/epidemiology , Ovarian Neoplasms/epidemiology , Sister Mary Joseph's Nodule/epidemiology , Sister Mary Joseph's Nodule/secondary , Adult , Aged , Aged, 80 and over , Colonic Neoplasms/mortality , Female , Humans , Incidence , Kaplan-Meier Estimate , Male , Middle Aged , Mortality , Netherlands/epidemiology , Ovarian Neoplasms/mortality , Prognosis , Proportional Hazards Models , Sex Characteristics , Sister Mary Joseph's Nodule/mortality , Survival Rate , Young Adult
6.
Histopathology ; 78(5): 749-758, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33098683

ABSTRACT

AIMS: RNF43 is suggested to be involved in the serrated pathway towards colorectal cancer and encodes a transmembrane Ring-type E3 ubiquitin ligase that negatively regulates the Wnt pathway. This study aimed to elucidate the role of RNF43 gene variants in serrated polyposis syndrome (SPS) and serrated polyps. METHODS AND RESULTS: Three cohorts were tested. The first cohort included germline DNA of 26 SPS patients tested for pathogenic variants in RNF43 by Sanger sequencing all exons. In the second cohort we tested somatic DNA for RNF43 mutations from sporadic serrated lesions: 25 hyperplastic polyps, 35 sessile serrated lesions and 38 traditional serrated adenomas (TSA). In the third cohort we investigated RNF43 mutations in 49 serrated polyps and 60 conventional adenomas from 40 patients with Lynch syndrome. No germline RNF43 pathogenic variants were detected in our SPS cohort. In sporadic colorectal lesions we detected RNF43 deleterious frameshift mutations in three TSA and one SSL. The RNF43 mutations in previously described homopolymeric hot-spots were detected in microsatellite-instable (MSI) polyps and the other RNF43 mutations in microsatellite-stable (MSS) serrated polyps. RNF43 hot-spot mutations were discovered in seven serrated polyps and 12 conventional adenomas from Lynch patients. CONCLUSION: Truncating germline RNF43 mutations are uncommon in SPS patients. Somatic mutations in RNF43 were found in sporadic TSA and SSL and both serrated polyps and adenomas from Lynch syndrome patients, suggesting that they do not develop early in the pathway to CRC and are not specific for serrated polyp subtypes.


Subject(s)
Colonic Neoplasms , Colonic Polyps , Colorectal Neoplasms, Hereditary Nonpolyposis , Ubiquitin-Protein Ligases , Adult , Aged , Cohort Studies , Colon/pathology , Colonic Neoplasms/diagnosis , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Colonic Polyps/diagnosis , Colonic Polyps/genetics , Colonic Polyps/pathology , Colorectal Neoplasms/etiology , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/pathology , DNA Mutational Analysis , Diagnosis, Differential , Female , Humans , Male , Microsatellite Instability , Middle Aged , Mutation , Ubiquitin-Protein Ligases/analysis , Ubiquitin-Protein Ligases/genetics , Wnt Signaling Pathway
7.
Mod Pathol ; 33(4): 722-733, 2020 04.
Article in English | MEDLINE | ID: mdl-31695154

ABSTRACT

The origin of primary mucinous ovarian tumors is unknown. We explore the hypothesis that they originate from either Brenner tumors or teratomas and examine differences between the tumors that arise in these settings. A total of 104 Brenner tumor-associated mucinous tumors and 58 teratoma-associated mucinous tumors were analyzed. Immunohistochemistry for 21 antigens and fluorescence in situ hybridization for ERBB2 and MYC were performed. Genome-wide copy number analysis and mutation analysis for 56 cancer-related genes was carried out on a subset of mucinous ovarian tumors and their complementary Brenner tumor or teratoma. Patients with teratoma-associated mucinous tumors were significantly younger than patients with Brenner tumor-associated mucinous tumors (43 vs. 61 years). During progression from cystadenoma to atypical proliferative mucinous (borderline) tumor to carcinoma expression of typical gastrointestinal markers was increased in both Brenner tumor-associated and teratoma-associated mucinous tumors. Brenner tumor-associated mucinous tumors showed more frequently calcifications and Walthard cell nests, rarely expressed SATB2 and showed more often co-deletion of CDKN2A and MTAP. Teratoma-associated mucinous tumors were characterized by mucinous stromal dissection, SATB2 expression and RNF43 mutations. Other frequent mutations in both Brenner tumor-associated and teratoma-associated mucinous tumors were TP53 and KRAS mutations. Based on identical mutations or copy number profiles clonal relationships were indicated in two mucinous tumors and their associated Brenner tumor. Teratomas and Brenner tumors give rise to different subtypes of mucinous ovarian tumors. Subsequent progression pathways are comparable since both Brenner tumor-associated and teratoma-associated mucinous tumors develop a gastrointestinal immunophenotype during progression and show early mutations in KRAS and TP53. Teratoma-associated mucinous tumors may more closely resemble true gastrointestinal tumors, indicated by their expression of SATB2 and the presence of RNF43 mutations.


Subject(s)
Adenocarcinoma, Mucinous/genetics , Biomarkers, Tumor/genetics , Brenner Tumor/genetics , Cystadenoma, Mucinous/genetics , Ovarian Neoplasms/genetics , Teratoma/genetics , Adenocarcinoma, Mucinous/chemistry , Adenocarcinoma, Mucinous/pathology , Adult , Baltimore , Biomarkers, Tumor/analysis , Brenner Tumor/chemistry , Brenner Tumor/pathology , Cystadenoma, Mucinous/chemistry , Cystadenoma, Mucinous/pathology , Databases, Factual , Disease Progression , Female , Gene Dosage , Genetic Predisposition to Disease , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Matrix Attachment Region Binding Proteins/analysis , Middle Aged , Mutation , Netherlands , Ovarian Neoplasms/chemistry , Ovarian Neoplasms/pathology , Phenotype , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Receptor, ErbB-2/genetics , Teratoma/chemistry , Teratoma/pathology , Transcription Factors/analysis , Tumor Suppressor Protein p53/genetics
8.
Histopathology ; 75(3): 394-404, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31044440

ABSTRACT

AIMS: Outcomes of colorectal cancer (CRC) treatment and survival have steadily improved during the past decades, accompanied by an increased risk of developing second primary tumours and metastatic tumours at unusual sites. Metastatic CRC can show mucosal colonisation, thereby mimicking a second primary tumour. This potential confusion could lead to incorrect diagnosis and consequently inadequate treatment of the patient. The aim of this study was to differentiate between metastatic CRC and a second primary (gallbladder cancer, GBC) using a combination of standard histopathology and molecular techniques. METHODS AND RESULTS: Ten consecutive patients with both CRC and GBC were identified in our region using the Dutch National Pathology Archive (PALGA). Two patients served as negative controls. Histology of GBC was reviewed by nine pathologists. A combination of immunohistochemistry, microsatellite analysis, genomewide DNA copy number analysis and targeted somatic mutation analysis was used to aid in differential diagnosis. In two patients, CRC and GBC were clonally related, as confirmed by somatic mutation analysis. For one case, this was confirmed by genomewide DNA copy number analysis. However, in both cases, pathologists initially considered the GBC as a second primary tumour. CONCLUSIONS: Metastatic CRC displaying mucosal colonisation is often misinterpreted as a second primary tumour. A combination of traditional histopathology and molecular techniques improves this interpretation, and lowers the risk of inadequate treatment.


Subject(s)
Adenocarcinoma/secondary , Biomarkers, Tumor/analysis , Colorectal Neoplasms/pathology , Gallbladder Neoplasms/secondary , Adenocarcinoma/diagnosis , Adenocarcinoma/genetics , Aged , Aged, 80 and over , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/genetics , DNA Mutational Analysis , Diagnosis, Differential , Female , Gallbladder Neoplasms/diagnosis , Gallbladder Neoplasms/genetics , Humans , Male , Middle Aged
10.
Genome Res ; 22(6): 1128-38, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22466170

ABSTRACT

Cross-talk between DNA methylation and histone modifications drives the establishment of composite epigenetic signatures and is traditionally studied using correlative rather than direct approaches. Here, we present sequential ChIP-bisulfite-sequencing (ChIP-BS-seq) as an approach to quantitatively assess DNA methylation patterns associated with chromatin modifications or chromatin-associated factors directly. A chromatin-immunoprecipitation (ChIP)-capturing step is used to obtain a restricted representation of the genome occupied by the epigenetic feature of interest, for which a single-base resolution DNA methylation map is then generated. When applied to H3 lysine 27 trimethylation (H3K27me3), we found that H3K27me3 and DNA methylation are compatible throughout most of the genome, except for CpG islands, where these two marks are mutually exclusive. Further ChIP-BS-seq-based analysis in Dnmt triple-knockout (TKO) embryonic stem cells revealed that total loss of CpG methylation is associated with alteration of H3K27me3 levels throughout the genome: H3K27me3 in localized peaks is decreased while broad local enrichments (BLOCs) of H3K27me3 are formed. At an even broader scale, these BLOCs correspond to regions of high DNA methylation in wild-type ES cells, suggesting that DNA methylation prevents H3K27me3 deposition locally and at a megabase scale. Our strategy provides a unique way of investigating global interdependencies between DNA methylation and other chromatin features.


Subject(s)
Chromatin Immunoprecipitation/methods , Chromatin/genetics , CpG Islands , DNA Methylation , Histones/metabolism , Sequence Analysis, DNA/methods , Animals , Cell Line , Cell Line, Tumor , Chromatin/drug effects , Colonic Neoplasms/genetics , Embryonic Stem Cells/physiology , Epigenesis, Genetic , Gene Knockout Techniques , Genomics/methods , Humans , Lysine/metabolism , Mice , Sulfites/pharmacology
11.
PLoS Genet ; 8(2): e1002499, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22319459

ABSTRACT

Non-coding transcription can trigger histone post-translational modifications forming specialized chromatin. In fission yeast, heterochromatin formation requires RNAi and the histone H3K9 methyltransferase complex CLRC, composed of Clr4, Raf1, Raf2, Cul4, and Rik1. CLRC mediates H3K9 methylation and siRNA production; it also displays E3-ubiquitin ligase activity in vitro. DCAFs act as substrate receptors for E3 ligases and may couple ubiquitination with histone methylation. Here, structural alignment and mutation of signature WDxR motifs in Raf1 indicate that it is a DCAF for CLRC. We demonstrate that Raf1 promotes H3K9 methylation and siRNA amplification via two distinct, separable functions. The association of the DCAF Raf1 with Cul4-Rik1 is critical for H3K9 methylation, but dispensable for processing of centromeric transcripts into siRNAs. Thus the association of a DCAF, Raf1, with its adaptor, Rik1, is required for histone methylation and to allow RNAi to signal to chromatin.


Subject(s)
Chromosomal Proteins, Non-Histone/genetics , DNA-Binding Proteins/genetics , Histones/genetics , Proto-Oncogene Proteins c-raf/genetics , RNA, Small Interfering/genetics , Schizosaccharomyces pombe Proteins/genetics , Schizosaccharomyces/genetics , Cdc20 Proteins , Cell Cycle Proteins/genetics , Chromatin Assembly and Disassembly , Heterochromatin/genetics , Histone-Lysine N-Methyltransferase/genetics , Humans , Methylation , Methyltransferases/genetics , Multiprotein Complexes/genetics , Mutation , Protein Processing, Post-Translational , Schizosaccharomyces/metabolism , Structural Homology, Protein , Ubiquitin-Protein Ligases/genetics , Ubiquitination
12.
Blood ; 120(19): 4038-48, 2012 Nov 08.
Article in English | MEDLINE | ID: mdl-22983443

ABSTRACT

ERG and FLI1 are closely related members of the ETS family of transcription factors and have been identified as essential factors for the function and maintenance of normal hematopoietic stem cells. Here genome-wide analysis revealed that both ERG and FLI1 occupy similar genomic regions as AML1-ETO in t(8;21) AMLs and identified ERG/FLI1 as proteins that facilitate binding of oncofusion protein complexes. In addition, we demonstrate that ERG and FLI1 bind the RUNX1 promoter and that shRNA-mediated silencing of ERG leads to reduced expression of RUNX1 and AML1-ETO, consistent with a role of ERG in transcriptional activation of these proteins. Finally, we identify H3 acetylation as the epigenetic mark preferentially associated with ETS factor binding. This intimate connection between ERG/FLI1 binding and H3 acetylation implies that one of the molecular strategies of oncofusion proteins, such as AML1-ETO and PML-RAR-α, involves the targeting of histone deacetylase activities to ERG/FLI1 bound hematopoietic regulatory sites. Together, these results highlight the dual importance of ETS factors in t(8;21) leukemogenesis, both as transcriptional regulators of the oncofusion protein itself as well as proteins that facilitate AML1-ETO binding.


Subject(s)
Core Binding Factor Alpha 2 Subunit/metabolism , Epigenesis, Genetic , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Oncogene Proteins, Fusion/metabolism , Proto-Oncogene Protein c-fli-1/metabolism , Trans-Activators/metabolism , Acetylation , Antigens, CD34/metabolism , Binding Sites , Cell Transformation, Neoplastic/genetics , Chromosomes, Human, Pair 21 , Chromosomes, Human, Pair 8 , Gene Expression Regulation, Leukemic , Hematopoietic Stem Cells/metabolism , Histones/metabolism , Humans , Nucleotide Motifs , Protein Binding , Proto-Oncogene Proteins c-ets/metabolism , RNA Interference , RUNX1 Translocation Partner 1 Protein , Transcriptional Regulator ERG , Translocation, Genetic
13.
Hum Pathol ; 145: 34-41, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38367815

ABSTRACT

The biological mechanisms and potential clinical impact of heterotopic ossification (HO) in colorectal neoplasms are not fully understood. This study investigates the clinicopathological characteristics of colorectal neoplasms associated with HO and examines the potential role of the bone morphogenetic protein (BMP) pathway in development of HO. An artificial intelligence (AI) based classification of colorectal cancers (CRC) exhibiting HO and their association with consensus molecular subtypes (CMS) is performed. The study included 77 cases via the Dutch nationwide Pathology databank. Immunohistochemistry for BMP2, SMAD4, and Osterix was performed. An AI algorithm assessed the tumour-stroma ratio to approximate the CMS. A literature search yielded 96 case reports, which were analysed and compared with our cases for clinicopathological parameters. HO was more frequently observed in our cohort in traditional serrated adenomas (25%), tubulovillous adenomas (25%) and juvenile polyps (25%), while in the literature it was most often seen in juvenile polyps (38.2%) and inflammatory polyps (29.4%). In both cohorts, carcinomas were mostly conventional (>60%) followed by mucinous and serrated adenocarcinomas. Higher expression of BMP2, SMAD4, and Osterix was observed in tumour and/or stromal cells directly surrounding bone, indicating activation of the BMP pathway. The tumour-stroma analysis appointed >50% of the cases to the mesenchymal subtype (CMS4) (59%). HO has a predilection for serrated and juvenile/inflammatory polyps, mucinous and serrated adenocarcinomas. BMP signalling is activated and seems to play a role in formation of HO in colorectal neoplasms. In line with TGFß/BMP pathway activation associated with CMS4 CRC, HO seems associated with CMS4.


Subject(s)
Adenocarcinoma , Adenoma , Carcinoma , Colonic Polyps , Colorectal Neoplasms , Ossification, Heterotopic , Humans , Colonic Polyps/pathology , Artificial Intelligence , Adenoma/pathology , Colorectal Neoplasms/pathology , Intestinal Polyps
14.
EMBO J ; 28(24): 3832-44, 2009 Dec 16.
Article in English | MEDLINE | ID: mdl-19942857

ABSTRACT

The formation of heterochromatin at the centromeres in fission yeast depends on transcription of the outer repeats. These transcripts are processed into siRNAs that target homologous loci for heterochromatin formation. Here, high throughput sequencing of small RNA provides a comprehensive analysis of centromere-derived small RNAs. We found that the centromeric small RNAs are Dcr1 dependent, carry 5'-monophosphates and are associated with Ago1. The majority of centromeric small RNAs originate from two remarkably well-conserved sequences that are present in all centromeres. The high degree of similarity suggests that this non-coding sequence in itself may be of importance. Consistent with this, secondary structure-probing experiments indicate that this centromeric RNA is partially double-stranded and is processed by Dicer in vitro. We further demonstrate the existence of small centromeric RNA in rdp1Delta cells. Our data suggest a pathway for siRNA generation that is distinct from the well-documented model involving RITS/RDRC. We propose that primary transcripts fold into hairpin-like structures that may be processed by Dcr1 into siRNAs, and that these siRNAs may initiate heterochromatin formation independent of RDRC activity.


Subject(s)
Centromere/ultrastructure , Gene Expression Regulation, Fungal , RNA, Small Interfering/metabolism , Schizosaccharomyces/physiology , Base Sequence , Centromere/metabolism , Heterochromatin/chemistry , Molecular Sequence Data , Multigene Family , Mutation , Nucleic Acid Conformation , RNA/chemistry , RNA/metabolism , RNA Interference , RNA, Double-Stranded/chemistry , RNA, Small Interfering/chemistry , Schizosaccharomyces/metabolism , Sequence Homology, Nucleic Acid
15.
APMIS ; 131(9): 472-479, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37418280

ABSTRACT

Virtual pathology education has shown to enhance the students' learning experience. At the Radboud University, an E-learning platform-called the "PathoDiscovery"-was developed and first used in a course about neoplasm development amongst first year (bio)medical sciences students. The PathoDiscovery incorporates high-power microscopic images, histological annotations, interactive questions and pre-programmed feedback.The objective of our study was to develop and evaluate the PathoDiscovery within the "Neoplasm" course focusing on student perceptions of usability and utility. For this study the online feedback on the PathoDiscovery that was obtained anonymously from (bio)medical students over two consecutive academic years was analyzed. The responses of the first year were used to make improvements. After the second year, the feedback of the two academic years was compared. The rating of the E-learning increased from 6.8 (n = 285) to 7.4 (n = 247) after implementation of feedback obtained in the first year. The students judged the structure as logical (90%). The content was considered easy or just right (57%), matched the learning objectives (76%), and contributed to knowledge development (78%). We conclude that the first experiences with the PathoDiscovery are positive for both students and lecturers; it is an example of a dynamic online learning tool that is easily adaptable and is well suited for a blended learning approach.


Subject(s)
Education, Distance , Students, Medical , Humans , Learning , Feedback , Education, Distance/methods , Internet
16.
Cancers (Basel) ; 15(7)2023 Mar 30.
Article in English | MEDLINE | ID: mdl-37046742

ABSTRACT

Tumor budding is a histopathological biomarker associated with metastases and adverse survival outcomes in colorectal carcinoma (CRC) patients. It is characterized by the presence of single tumor cells or small clusters of cells within the tumor or at the tumor-invasion front. In order to obtain a tumor budding score for a patient, the region with the highest tumor bud density must first be visually identified by a pathologist, after which buds will be counted in the chosen hotspot field. The automation of this process will expectedly increase efficiency and reproducibility. Here, we present a deep learning convolutional neural network model that automates the above procedure. For model training, we used a semi-supervised learning method, to maximize the detection performance despite the limited amount of labeled training data. The model was tested on an independent dataset in which human- and machine-selected hotspots were mapped in relation to each other and manual and machine detected tumor bud numbers in the manually selected fields were compared. We report the results of the proposed method in comparison with visual assessment by pathologists. We show that the automated tumor bud count achieves a prognostic value comparable with visual estimation, while based on an objective and reproducible quantification. We also explore novel metrics to quantify buds such as density and dispersion and report their prognostic value. We have made the model available for research use on the grand-challenge platform.

17.
EMBO Rep ; 11(2): 112-8, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20062003

ABSTRACT

RNA interference (RNAi) is widespread in eukaryotes and regulates gene expression transcriptionally or post-transcriptionally. In fission yeast, RNAi is tightly coupled to template transcription and chromatin modifications that establish heterochromatin in cis. Exogenous double-stranded RNA (dsRNA) triggers seem to induce heterochromatin formation in trans only when certain silencing proteins are overexpressed. Here, we show that green fluorescent protein (GFP) hairpin dsRNA allows production of high levels of Argonaute-associated small interfering RNAs (siRNAs), which can induce heterochromatin formation at a remote locus. This silencing does not require any manipulation apart from hairpin expression. In cells expressing a ura4(+)-GFP fusion gene, production of GFP siRNAs causes the appearance of ura4 siRNAs from the target gene. Production of these secondary siRNAs depends on RNA-dependent RNA polymerase Rdp1 (RDRP(Rdp1)) function and other RNAi pathway components. This demonstrates that transitivity occurs in fission yeast and implies that RDRP(Rdp1) can synthesize RNA from targeted RNA templates in vivo, generating siRNAs not homologous to the hairpin.


Subject(s)
Gene Silencing , Inverted Repeat Sequences , RNA, Small Interfering/biosynthesis , RNA/physiology , Schizosaccharomyces/genetics , Gene Expression Regulation, Fungal , Green Fluorescent Proteins/genetics , Heterochromatin/genetics , Heterochromatin/metabolism , Inverted Repeat Sequences/physiology , Organisms, Genetically Modified , RNA/chemistry
18.
Virchows Arch ; 480(6): 1201-1209, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35357569

ABSTRACT

BACKGROUND: Metastases to the gallbladder (GBm) are rare and pose a unique diagnostic challenge because they can mimic a second primary tumor. This study aimed to gain insight into the clinicopathological and epidemiological characteristics of GBm. METHODS: A comprehensive literature review was performed (literature cohort) and compared with a nationwide cohort of GBm patients diagnosed between 1999 and 2015 in the Netherlands, collected via two linked registries (population cohort). Overall survival (OS) was estimated by Kaplan-Meier. Hazard ratios were determined by a Cox proportional hazard model. RESULTS: The literature cohort and population cohort consisted of 225 and 291 patients, respectively. In the literature cohort, melanoma was the most frequent origin (33.8%), while colorectal cancer was the most frequent origin in the population cohort (23.7%). Prognosis was poor with median OS ranging from 6.0 to 22.5 months in the literature and population cohorts, respectively. Age, timing of GBm (synchronous/metachronous) and primary tumor origin were independent prognostic factors for OS. DISCUSSION: Metastases to the gallbladder are rare and carry a poor prognosis. Differences between both cohorts can be attributable to the biased reporting of tumor types that are more easily recognized as GBm because of distinct histological features.


Subject(s)
Melanoma , Neoplasms, Second Primary , Gallbladder , Humans , Melanoma/secondary , Proportional Hazards Models , Retrospective Studies
19.
NPJ Precis Oncol ; 6(1): 83, 2022 Nov 05.
Article in English | MEDLINE | ID: mdl-36335173

ABSTRACT

Gallbladder cancer (GBC) is a rare, highly aggressive malignancy with a 5-year survival rate of 5-10% in advanced cases, highlighting the need for more effective therapies. The aim of this study was to identify potentially actionable therapeutic targets for GBC. Specimens and clinicopathological data of 642 GBC patients, diagnosed between 2000 and 2019 were collected using the Dutch Pathology Registry (PALGA) and the Netherlands Cancer Registry. All cases were histologically reviewed and a subset was subjected to a comprehensive next generation sequencing panel. We assessed mutations and gene amplifications in a panel of 54 actionable genes, tumor-mutational burden (TMB), and microsatellite instability (MSI). Additionally, the entire cohort was screened for HER2, PD-L1, pan-TRK, and p53 expression with immunohistochemistry. Histopathological subtypes comprised biliary-type adenocarcinoma (AC, 69.6%), intestinal-type AC (20.1%) and other subtypes (10.3%). The median total TMB was 5.5 mutations/Mb (range: 0-161.1) and 17.7% of evaluable cases had a TMB of >10 mutations/Mb. MSI was observed in two cases. Apart from mutations in TP53 (64%), tumors were molecularly highly heterogeneous. Half of the tumors (50%) carried at least one molecular alteration that is targetable in other tumor types, including alterations in CDKN2A (6.0% biallelically inactivated), ERBB2 (9.3%) and PIK3CA (10%). Immunohistochemistry results correlated well with NGS results for HER2 and p53: Pearson r = 0.82 and 0.83, respectively. As half of GBC patients carry at least one potentially actionable molecular alteration, molecular testing may open the way to explore targeted therapy options for GBC patients.

20.
Methods ; 52(3): 232-6, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20542119

ABSTRACT

MethylCap-seq is a robust procedure for genome-wide profiling of DNA methylation. The approach consists of the capture of methylated DNA using the MBD domain of MeCP2, and subsequent next-generation sequencing of eluted DNA. Elution of the captured methylated DNA is done in steps using a salt gradient, which stratifies the genome into fractions with different CpG density. The enrichment reached within the individual eluates allows for cost-effective deep sequence coverage. The profiles together yield a detailed genome-wide map of methylated regions and readily allows detection of DNA methylation in known and novel regions. Here, we describe principles and details of the MethylCap-seq procedure using different sources of starting material.


Subject(s)
DNA Methylation , DNA/metabolism , Genome, Human/genetics , Methyl-CpG-Binding Protein 2/metabolism , Cell Line, Tumor , DNA/chemistry , Humans , Polymerase Chain Reaction/methods , Sequence Analysis, DNA/methods
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