SlideShare a Scribd company logo
1 of 24
Compartment-specific MicroRNA Expression Profiles
in Colorectal Cancer
Supervisors: Dr. TL Chan, Prof. SY Leung
Department of Pathology,
The University of Hong Kong
Jackie Lau
Epithelial stem cells within human colon crypts
Confocal imaging of human colon crypts
Putative intestinal stem cell marker
Musashi-1 (green) expression
Brittan & Wright (2004) Gut
Epithelial stem cell-pericryptal
microenvironment (stem cell niche) interaction
is crucial for homeostatic balance between
epithelial cell self-renewal, cell division, cell
differentiation and lineage determination
Blanpain et al. (2007) Cell
Spradling et al. (2001) Nature
Modified from Spradling et al. (2001) Nature
Gene expression analysis of human colonic epithelial cell differentiation
Kosinski & Li et al. (2007) PNAS; Li et al. (2009) Gastroenterology
 Identified > 900 cDNA clones differentially expressed between top and basal crypts
in normal human colons
 Many involved in molecular pathways common to intestinal epithelial cell
development and neoplastic transformation
Modified from Kosinski & Li et al. (2007) PNAS
Resemblance between stem cell and cancer
 Immortality
 Self-renewal, clonal and heterogeneous properties
 Signals from surrounding microenvironment
 Common signaling pathways for regulation:
Wnt, Bone morphogenetic protein (BMP), Notch, Hedgehog
Colorectal Cancer (CRC)
 Tumor cells demonstrate “crypt-progenitor phenotype”, i.e.
phenotypic resemblance to basal crypt
 Deregulation of multiple signaling pathways mediating normal
intestinal epithelial development
Li, V.S. Profiling of gene expression changes in human colon crypt maturation and study on their dysregulation
in tumorigenesis. PhD Thesis, The University of Hong Kong: Hong Kong, January 2008.
Project Aim
Based on the hypothesis that perturbation of normal colon
maturation during tumorigenesis is cell type-dependent, the
present study aims to investigate compartment-specific microRNA
(miRNA) expression in normal human colons with tumor
counterparts.
Experimental methodology I
 Real-time quantitative reverse transcription (qRT)-PCR
TaqMan® Human MicroRNA Array Set v2.0 Low Density Array (LDA)
 Global expressions of 677 human miRNAs (miRBase v10)
 Duplicate quantification for each sample
Frozen colonic tissues
 Tumors
 Normal counterparts: microdissection-partitioned into
enrichments in whole mucosa, epithelium, stroma, top crypt
and basal crypt
Crypt isolation from Stromal fraction
Protocol modified by Dr. Helen Yan from our lab based on Strater et al. (1996)
Gastroenterology; Whitehead et al. (1999) Gastroenterology; Hofmann et al. (2007)
Gastroenterology
Microdissection into Samples enriched in: whole mucosa*, top crypt, basal crypt*
* Mucularis mucosae and muscles removed
Kosinski & Li et al. (2007) PNAS; Li et al. (2009) Gastroenterology
Top Crypt harvested Basal Crypt harvested
* Muscularis mucosa and muscles excluded
Experimental methodology II
 Individual qRT-PCR validation of miRNAs differentially
expressed across different compartments
TaqMan® MicroRNA Assay, Human
 Triplicate quantification for each sample
Formalin-fixed, paraffin-embedded (FFPE) tissues
 Tumors
 Normal counterparts: microdissection-partitioned into
enrichments in whole mucosa, top crypt and basal crypt
Note: Concordance between qRT-PCR data from frozen tissues vs
parallel FFPE samples in published reports and in-house data
Results
qRT-PCR detection for Purity of isolated Crypts and Stroma in Normal Colons
Relative quantification by Comparative Ct method Livak & Schmittgen (2001) Methods
Obtained “near-mesenchyme-free Crypts” &
“near-epithelium-free Stroma” fractions
Perreault & Beaulieu
(1998) Exp. Cell Res.
Reproducibility between LDA Duplicates
R² = 0.970
15
20
25
30
35
40
45
15 20 25 30 35 40 45
Replicate2Ct
Replicate 1 Ct
Ct values of all miRNAs on TaqMan® Human MicroRNA Array Set v2.0
Selection of Endogenous Control for Normalization
15
20
25
30
35
RNU6B
RNU48
RNU44
RNU43
RNU24
MammU6
Ct values of Endogenous Controls
AverageCt
Samples
6 TaqMan® MicroRNA Assay endogenous controls on each LDA set
RNU48
 Lowest Ct variation across samples
 Ct values within reasonable range (21 – 25)
Statistical Analysis of LDA data
TM4: MeV (MultiExperiment Viewer) v4.4 Saeed et al. (2003) Biotechniques
 Multiple statistical and computational algorithms identified distinct miRNA
expression patterns across compartments
 Citical p-value = 0.01
 75% amongst 29 miRNAs described to be associated with CRC show
agreement in T:N expression ratio to published data
 Sensitivity and reliability of high-throughput LDA detection
miRNA expression profiles
documented in CRC
Lu et al. (2005) Nature
Bandres et al. (2006) Mol. Cancer
Schetter et al. (2009) JAMA
Aslam et al. (2009) Br. J. Surg.
In silico Target Prediction and Functional Enrichment Analysis
28 miRNAs D.E. between Top vs Basal crypts
Pathways involved in intestinal epithelial development along colon crypt axis
Candidate miRNAs for Individual qRT-PCR validation
Results collectively suggest D.E. miRNA list
 High concordance with published data
 High involvement in intestinal epithelial development
and CRC tumorigenesis
Selected 5 candidate miRNAs with robustness across various statistical
and functional analyses
Formalin-fixed, paraffin-embedded (FFPE) tissues
 42 Normal vs CRC Tumor pairs
 16 Top vs Basal Crypt pairs (Normal)
Individual qRT-PCR validation of 5 candidate miRNAs
42 Normal vs Tumor pairs of FFPE Colonic tissues
miR-A miR-B miR-C miR-D miR-E
Individual qRT-PCR validation of 5 candidate miRNAs
16 Top vs Basal Crypt pairs (Normal)
* Log2 Fold Expression calibrated to Whole mucosa counterparts
miR-A miR-B miR-C miR-D miR-E
Conclusion
 Protocols developed for isolation of compartments and high-
throughput detection effective, as evident in data reproducibility and
concordance with literature
 Fundamental support for a hierarchy of miRNA expression along the
colonic proliferation-differentiation axis
 Foundation to identify candidate marker miRNAs that define colonic
epithelial stem/progenitor cell niche
 Based on resemblance between stem cell and cancer, such miRNA
markers may constitute targets for mutation and malignant
transformation, thus provide novel way to elucidate clonal origin of CRC
Current Work
 Characterization of candidate miRNAs in CRC cell lines and a larger
number of clinical samples
 Functional Studies in CRC lines
Knockdown/Overexpression of candidate miRNAs
 To elucidate biological roles of miRNAs
Monitoring phenotypic changes (cell proliferation, cell
differentiation, apoptosis) in transfected cells
 Validate bioinformatically predicted mRNA targets
Acknowledgement
Department of Pathology, HKU
Dr. Chris TL Chan
Prof. SY Leung
Dr. Helen HN Yan
Miss Annie SY Chan
Miss Grace Cheng
Dr. Vivian Li
Department of Pathology,
St. Paul’s Hospital
Prof. ST Yuen
Department of Surgery, HKU
Prof. WL Law
Large intestine: Mucosa and Musculature in Humans
Adopted from Encyclopedia Britannica (http://www.britannica.com/eb/art-68639)
Why miRNA?
 Gene expression profile – done
Kosinski & Li et al. (2007) Gene expression patterns of human colon tops and basal crypts and BMP antagonists
as intestinal stem cell niche factors. PNAS, 104(39):15418-23.
Li et al. (2009) Frequent inactivation of axon guidance molecule RGMA in human colon cancer through genetic
and epigenetic mechanisms. Gastroenterology, 137:176-187.
 Diagnostic and prognostic potential of miRNAs implicated in
pathogenesis of CRC, either as oncogenes or tumor suppressors.
 Potential to regulate multiple target genes or potentially an entire
pathway; networks of several different miRNAs may act cooperatively
in the translational regulation of individual mRNAs to elicit a
biological phenotype
TaqMan® Human MicroRNA LDA
 Fresh Tumors  Flash freeze  Cryosectioning
 Fresh Normal counterparts
 Crypt isolation from Stromal fraction
 Flash freeze  Cryosectioning  Microdissection into
Samples enriched in: whole mucosa*, top crypt, basal crypt*
* Mucularis mucosae and muscles removed
Experimental methodology – Sample preparation

More Related Content

What's hot

2000 weinberg. hallsmarcks of cancer new generation
2000 weinberg. hallsmarcks of cancer new generation2000 weinberg. hallsmarcks of cancer new generation
2000 weinberg. hallsmarcks of cancer new generationNatalia Muñoz Roa
 
SCT60103 - Chemotherapy
SCT60103 - Chemotherapy SCT60103 - Chemotherapy
SCT60103 - Chemotherapy KaiXuan Lim
 
Animal models in developmental therapeitocs
Animal models in developmental therapeitocsAnimal models in developmental therapeitocs
Animal models in developmental therapeitocsDr.Bhavin Vadodariya
 
SCT60103 Group 2 Presentation
SCT60103 Group 2 PresentationSCT60103 Group 2 Presentation
SCT60103 Group 2 PresentationShinYiLow
 
Genes and Tissue Culture Assignment Presentation (Group 3)
Genes and Tissue Culture Assignment Presentation (Group 3)Genes and Tissue Culture Assignment Presentation (Group 3)
Genes and Tissue Culture Assignment Presentation (Group 3)Lim Ke Wen
 
Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...
Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...
Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...Enrique Moreno Gonzalez
 
SCT60103 Group 4 Assignment
SCT60103 Group 4 AssignmentSCT60103 Group 4 Assignment
SCT60103 Group 4 AssignmentSheryn Yeo
 
Transcriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDFTranscriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDFJanaya Shelly
 
Therapeutic Strategies to Target the Cellular Transformation Process for Canc...
Therapeutic Strategies to Target the Cellular Transformation Process for Canc...Therapeutic Strategies to Target the Cellular Transformation Process for Canc...
Therapeutic Strategies to Target the Cellular Transformation Process for Canc...Shu Shyan Lee
 
Characterizing the Microbiome of Neonates and Infants to explore associations...
Characterizing the Microbiome of Neonates and Infants to explore associations...Characterizing the Microbiome of Neonates and Infants to explore associations...
Characterizing the Microbiome of Neonates and Infants to explore associations...QIAGEN
 
Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...
Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...
Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...Gul Muneer
 
Gene & Tissue Culture: Presentation (Group 4)
Gene & Tissue Culture: Presentation (Group 4)Gene & Tissue Culture: Presentation (Group 4)
Gene & Tissue Culture: Presentation (Group 4)Su Shen Lim
 
Una revisión de los conocimientos fundamentales de la biología de la célula. ...
Una revisión de los conocimientos fundamentales de la biología de la célula. ...Una revisión de los conocimientos fundamentales de la biología de la célula. ...
Una revisión de los conocimientos fundamentales de la biología de la célula. ...Universidad Popular Carmen de Michelena
 
Mouse models of colorectal cancer
Mouse models of colorectal cancerMouse models of colorectal cancer
Mouse models of colorectal cancerRekha Jalandra
 
Femoral Head Bone vs Acetabular Subchondral Bone: Selecting the Optimal Anat...
Femoral Head Bone vs Acetabular Subchondral Bone:  Selecting the Optimal Anat...Femoral Head Bone vs Acetabular Subchondral Bone:  Selecting the Optimal Anat...
Femoral Head Bone vs Acetabular Subchondral Bone: Selecting the Optimal Anat...remedypublications2
 

What's hot (20)

Nrneph.2014.170
Nrneph.2014.170Nrneph.2014.170
Nrneph.2014.170
 
2000 weinberg. hallsmarcks of cancer new generation
2000 weinberg. hallsmarcks of cancer new generation2000 weinberg. hallsmarcks of cancer new generation
2000 weinberg. hallsmarcks of cancer new generation
 
SCT60103 - Chemotherapy
SCT60103 - Chemotherapy SCT60103 - Chemotherapy
SCT60103 - Chemotherapy
 
Animal models in developmental therapeitocs
Animal models in developmental therapeitocsAnimal models in developmental therapeitocs
Animal models in developmental therapeitocs
 
SCT60103 Group 2 Presentation
SCT60103 Group 2 PresentationSCT60103 Group 2 Presentation
SCT60103 Group 2 Presentation
 
Genes and Tissue Culture Assignment Presentation (Group 3)
Genes and Tissue Culture Assignment Presentation (Group 3)Genes and Tissue Culture Assignment Presentation (Group 3)
Genes and Tissue Culture Assignment Presentation (Group 3)
 
Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...
Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...
Sox2 suppresses the invasiveness of breast cancer cells via a mechanism that ...
 
SCT60103 Group 4 Assignment
SCT60103 Group 4 AssignmentSCT60103 Group 4 Assignment
SCT60103 Group 4 Assignment
 
Transcriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDFTranscriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDF
 
Therapeutic Strategies to Target the Cellular Transformation Process for Canc...
Therapeutic Strategies to Target the Cellular Transformation Process for Canc...Therapeutic Strategies to Target the Cellular Transformation Process for Canc...
Therapeutic Strategies to Target the Cellular Transformation Process for Canc...
 
Cord tissuegoldstandardarticle
Cord tissuegoldstandardarticleCord tissuegoldstandardarticle
Cord tissuegoldstandardarticle
 
urology 2013
urology 2013urology 2013
urology 2013
 
Characterizing the Microbiome of Neonates and Infants to explore associations...
Characterizing the Microbiome of Neonates and Infants to explore associations...Characterizing the Microbiome of Neonates and Infants to explore associations...
Characterizing the Microbiome of Neonates and Infants to explore associations...
 
Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...
Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...
Osteoblasts remotely supply lung tumors with cancer-promoting SiglecFhigh neu...
 
Gene & Tissue Culture: Presentation (Group 4)
Gene & Tissue Culture: Presentation (Group 4)Gene & Tissue Culture: Presentation (Group 4)
Gene & Tissue Culture: Presentation (Group 4)
 
Ca ncer proteomics
Ca ncer proteomicsCa ncer proteomics
Ca ncer proteomics
 
Una revisión de los conocimientos fundamentales de la biología de la célula. ...
Una revisión de los conocimientos fundamentales de la biología de la célula. ...Una revisión de los conocimientos fundamentales de la biología de la célula. ...
Una revisión de los conocimientos fundamentales de la biología de la célula. ...
 
Subcutaneous Epstein-Barr Virus–Positive Diffuse Large B Cell Lymphoma Follow...
Subcutaneous Epstein-Barr Virus–Positive Diffuse Large B Cell Lymphoma Follow...Subcutaneous Epstein-Barr Virus–Positive Diffuse Large B Cell Lymphoma Follow...
Subcutaneous Epstein-Barr Virus–Positive Diffuse Large B Cell Lymphoma Follow...
 
Mouse models of colorectal cancer
Mouse models of colorectal cancerMouse models of colorectal cancer
Mouse models of colorectal cancer
 
Femoral Head Bone vs Acetabular Subchondral Bone: Selecting the Optimal Anat...
Femoral Head Bone vs Acetabular Subchondral Bone:  Selecting the Optimal Anat...Femoral Head Bone vs Acetabular Subchondral Bone:  Selecting the Optimal Anat...
Femoral Head Bone vs Acetabular Subchondral Bone: Selecting the Optimal Anat...
 

Similar to Compartment specific micro rna expression profiles (poster) poster

Omics in nutrition and metabolism
Omics in nutrition and metabolism Omics in nutrition and metabolism
Omics in nutrition and metabolism David Enoma
 
Characterization of microRNA expression profiles in normal human tissues
Characterization of microRNA expression profiles in normal human tissuesCharacterization of microRNA expression profiles in normal human tissues
Characterization of microRNA expression profiles in normal human tissuesYu Liang
 
Gene Expression Patterns_in_Ovarian_Carcinomas
Gene Expression Patterns_in_Ovarian_CarcinomasGene Expression Patterns_in_Ovarian_Carcinomas
Gene Expression Patterns_in_Ovarian_Carcinomasdewisetiyana52
 
Bioinformatics-driven discovery of EGFR mutant Lung Cancer
Bioinformatics-driven discovery of EGFR mutant Lung CancerBioinformatics-driven discovery of EGFR mutant Lung Cancer
Bioinformatics-driven discovery of EGFR mutant Lung CancerPreveenRamamoorthy
 
DDW Biomarkers of Polyp Recurrence in Colon Cancer Patients
DDW Biomarkers of Polyp Recurrence in Colon Cancer PatientsDDW Biomarkers of Polyp Recurrence in Colon Cancer Patients
DDW Biomarkers of Polyp Recurrence in Colon Cancer PatientsSean Maden
 
Collision Tumour-IRB -Final.pptx
Collision Tumour-IRB -Final.pptxCollision Tumour-IRB -Final.pptx
Collision Tumour-IRB -Final.pptxsherin110346
 
3Mar15-Ramhold Departmental Seminar (edited)
3Mar15-Ramhold Departmental Seminar (edited)3Mar15-Ramhold Departmental Seminar (edited)
3Mar15-Ramhold Departmental Seminar (edited)Christopher Ramhold
 
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...Gul Muneer
 
JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)
JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)
JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)mastaneh zohri
 
Teresa Coque Hospital Universitario Ramón y Cajal.
Teresa Coque  Hospital Universitario Ramón y Cajal. Teresa Coque  Hospital Universitario Ramón y Cajal.
Teresa Coque Hospital Universitario Ramón y Cajal. Fundación Ramón Areces
 
single-cell-sequencing-research-review
single-cell-sequencing-research-reviewsingle-cell-sequencing-research-review
single-cell-sequencing-research-reviewSwati Kadam Ph.D.
 
Robert Pesich_PAVA_Stanford Resume v. 8_22_16
Robert Pesich_PAVA_Stanford Resume v. 8_22_16Robert Pesich_PAVA_Stanford Resume v. 8_22_16
Robert Pesich_PAVA_Stanford Resume v. 8_22_16Robert Pesich
 
Comparative analysis of gene regulation in mouse rat and human
Comparative analysis of gene regulation in mouse rat and humanComparative analysis of gene regulation in mouse rat and human
Comparative analysis of gene regulation in mouse rat and humanconstantina mylona
 
MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...
MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...
MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...European School of Oncology
 

Similar to Compartment specific micro rna expression profiles (poster) poster (20)

Omics in nutrition and metabolism
Omics in nutrition and metabolism Omics in nutrition and metabolism
Omics in nutrition and metabolism
 
Characterization of microRNA expression profiles in normal human tissues
Characterization of microRNA expression profiles in normal human tissuesCharacterization of microRNA expression profiles in normal human tissues
Characterization of microRNA expression profiles in normal human tissues
 
Gene Expression Patterns_in_Ovarian_Carcinomas
Gene Expression Patterns_in_Ovarian_CarcinomasGene Expression Patterns_in_Ovarian_Carcinomas
Gene Expression Patterns_in_Ovarian_Carcinomas
 
Bioinformatics-driven discovery of EGFR mutant Lung Cancer
Bioinformatics-driven discovery of EGFR mutant Lung CancerBioinformatics-driven discovery of EGFR mutant Lung Cancer
Bioinformatics-driven discovery of EGFR mutant Lung Cancer
 
DDW Biomarkers of Polyp Recurrence in Colon Cancer Patients
DDW Biomarkers of Polyp Recurrence in Colon Cancer PatientsDDW Biomarkers of Polyp Recurrence in Colon Cancer Patients
DDW Biomarkers of Polyp Recurrence in Colon Cancer Patients
 
Collision Tumour-IRB -Final.pptx
Collision Tumour-IRB -Final.pptxCollision Tumour-IRB -Final.pptx
Collision Tumour-IRB -Final.pptx
 
JoB spike in manuscript 2014
JoB spike in manuscript 2014JoB spike in manuscript 2014
JoB spike in manuscript 2014
 
Salivary biomarkers
Salivary biomarkersSalivary biomarkers
Salivary biomarkers
 
3Mar15-Ramhold Departmental Seminar (edited)
3Mar15-Ramhold Departmental Seminar (edited)3Mar15-Ramhold Departmental Seminar (edited)
3Mar15-Ramhold Departmental Seminar (edited)
 
Biomed central
Biomed centralBiomed central
Biomed central
 
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
 
JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)
JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)
JLS-064-077-MASTANEH-ABNORMAL-PATIENTS(1)
 
Teresa Coque Hospital Universitario Ramón y Cajal.
Teresa Coque  Hospital Universitario Ramón y Cajal. Teresa Coque  Hospital Universitario Ramón y Cajal.
Teresa Coque Hospital Universitario Ramón y Cajal.
 
single-cell-sequencing-research-review
single-cell-sequencing-research-reviewsingle-cell-sequencing-research-review
single-cell-sequencing-research-review
 
Genome wide study
Genome wide studyGenome wide study
Genome wide study
 
Robert Pesich_PAVA_Stanford Resume v. 8_22_16
Robert Pesich_PAVA_Stanford Resume v. 8_22_16Robert Pesich_PAVA_Stanford Resume v. 8_22_16
Robert Pesich_PAVA_Stanford Resume v. 8_22_16
 
Comparative analysis of gene regulation in mouse rat and human
Comparative analysis of gene regulation in mouse rat and humanComparative analysis of gene regulation in mouse rat and human
Comparative analysis of gene regulation in mouse rat and human
 
MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...
MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...
MCO 2011 - Slide 33 - C. Svedman - Spotlight session - Criteria to evaluate g...
 
Oral cancer ,field cancerization dr mnr
Oral cancer ,field cancerization dr mnrOral cancer ,field cancerization dr mnr
Oral cancer ,field cancerization dr mnr
 
Vu-2015_tissue-plasticity-PNET
Vu-2015_tissue-plasticity-PNETVu-2015_tissue-plasticity-PNET
Vu-2015_tissue-plasticity-PNET
 

Recently uploaded

Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
The Evolution of Money: Digital Transformation and CBDCs in Central Banking
The Evolution of Money: Digital Transformation and CBDCs in Central BankingThe Evolution of Money: Digital Transformation and CBDCs in Central Banking
The Evolution of Money: Digital Transformation and CBDCs in Central BankingSelcen Ozturkcan
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGSujit Pal
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 

Recently uploaded (20)

Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
The Evolution of Money: Digital Transformation and CBDCs in Central Banking
The Evolution of Money: Digital Transformation and CBDCs in Central BankingThe Evolution of Money: Digital Transformation and CBDCs in Central Banking
The Evolution of Money: Digital Transformation and CBDCs in Central Banking
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAG
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 

Compartment specific micro rna expression profiles (poster) poster

  • 1. Compartment-specific MicroRNA Expression Profiles in Colorectal Cancer Supervisors: Dr. TL Chan, Prof. SY Leung Department of Pathology, The University of Hong Kong Jackie Lau
  • 2. Epithelial stem cells within human colon crypts Confocal imaging of human colon crypts Putative intestinal stem cell marker Musashi-1 (green) expression Brittan & Wright (2004) Gut Epithelial stem cell-pericryptal microenvironment (stem cell niche) interaction is crucial for homeostatic balance between epithelial cell self-renewal, cell division, cell differentiation and lineage determination Blanpain et al. (2007) Cell Spradling et al. (2001) Nature Modified from Spradling et al. (2001) Nature
  • 3. Gene expression analysis of human colonic epithelial cell differentiation Kosinski & Li et al. (2007) PNAS; Li et al. (2009) Gastroenterology  Identified > 900 cDNA clones differentially expressed between top and basal crypts in normal human colons  Many involved in molecular pathways common to intestinal epithelial cell development and neoplastic transformation Modified from Kosinski & Li et al. (2007) PNAS
  • 4. Resemblance between stem cell and cancer  Immortality  Self-renewal, clonal and heterogeneous properties  Signals from surrounding microenvironment  Common signaling pathways for regulation: Wnt, Bone morphogenetic protein (BMP), Notch, Hedgehog Colorectal Cancer (CRC)  Tumor cells demonstrate “crypt-progenitor phenotype”, i.e. phenotypic resemblance to basal crypt  Deregulation of multiple signaling pathways mediating normal intestinal epithelial development Li, V.S. Profiling of gene expression changes in human colon crypt maturation and study on their dysregulation in tumorigenesis. PhD Thesis, The University of Hong Kong: Hong Kong, January 2008.
  • 5. Project Aim Based on the hypothesis that perturbation of normal colon maturation during tumorigenesis is cell type-dependent, the present study aims to investigate compartment-specific microRNA (miRNA) expression in normal human colons with tumor counterparts.
  • 6. Experimental methodology I  Real-time quantitative reverse transcription (qRT)-PCR TaqMan® Human MicroRNA Array Set v2.0 Low Density Array (LDA)  Global expressions of 677 human miRNAs (miRBase v10)  Duplicate quantification for each sample Frozen colonic tissues  Tumors  Normal counterparts: microdissection-partitioned into enrichments in whole mucosa, epithelium, stroma, top crypt and basal crypt
  • 7. Crypt isolation from Stromal fraction Protocol modified by Dr. Helen Yan from our lab based on Strater et al. (1996) Gastroenterology; Whitehead et al. (1999) Gastroenterology; Hofmann et al. (2007) Gastroenterology
  • 8. Microdissection into Samples enriched in: whole mucosa*, top crypt, basal crypt* * Mucularis mucosae and muscles removed Kosinski & Li et al. (2007) PNAS; Li et al. (2009) Gastroenterology
  • 9. Top Crypt harvested Basal Crypt harvested * Muscularis mucosa and muscles excluded
  • 10. Experimental methodology II  Individual qRT-PCR validation of miRNAs differentially expressed across different compartments TaqMan® MicroRNA Assay, Human  Triplicate quantification for each sample Formalin-fixed, paraffin-embedded (FFPE) tissues  Tumors  Normal counterparts: microdissection-partitioned into enrichments in whole mucosa, top crypt and basal crypt Note: Concordance between qRT-PCR data from frozen tissues vs parallel FFPE samples in published reports and in-house data
  • 11. Results qRT-PCR detection for Purity of isolated Crypts and Stroma in Normal Colons Relative quantification by Comparative Ct method Livak & Schmittgen (2001) Methods Obtained “near-mesenchyme-free Crypts” & “near-epithelium-free Stroma” fractions Perreault & Beaulieu (1998) Exp. Cell Res.
  • 12. Reproducibility between LDA Duplicates R² = 0.970 15 20 25 30 35 40 45 15 20 25 30 35 40 45 Replicate2Ct Replicate 1 Ct Ct values of all miRNAs on TaqMan® Human MicroRNA Array Set v2.0
  • 13. Selection of Endogenous Control for Normalization 15 20 25 30 35 RNU6B RNU48 RNU44 RNU43 RNU24 MammU6 Ct values of Endogenous Controls AverageCt Samples 6 TaqMan® MicroRNA Assay endogenous controls on each LDA set RNU48  Lowest Ct variation across samples  Ct values within reasonable range (21 – 25)
  • 14. Statistical Analysis of LDA data TM4: MeV (MultiExperiment Viewer) v4.4 Saeed et al. (2003) Biotechniques  Multiple statistical and computational algorithms identified distinct miRNA expression patterns across compartments  Citical p-value = 0.01  75% amongst 29 miRNAs described to be associated with CRC show agreement in T:N expression ratio to published data  Sensitivity and reliability of high-throughput LDA detection miRNA expression profiles documented in CRC Lu et al. (2005) Nature Bandres et al. (2006) Mol. Cancer Schetter et al. (2009) JAMA Aslam et al. (2009) Br. J. Surg.
  • 15. In silico Target Prediction and Functional Enrichment Analysis 28 miRNAs D.E. between Top vs Basal crypts Pathways involved in intestinal epithelial development along colon crypt axis
  • 16. Candidate miRNAs for Individual qRT-PCR validation Results collectively suggest D.E. miRNA list  High concordance with published data  High involvement in intestinal epithelial development and CRC tumorigenesis Selected 5 candidate miRNAs with robustness across various statistical and functional analyses Formalin-fixed, paraffin-embedded (FFPE) tissues  42 Normal vs CRC Tumor pairs  16 Top vs Basal Crypt pairs (Normal)
  • 17. Individual qRT-PCR validation of 5 candidate miRNAs 42 Normal vs Tumor pairs of FFPE Colonic tissues miR-A miR-B miR-C miR-D miR-E
  • 18. Individual qRT-PCR validation of 5 candidate miRNAs 16 Top vs Basal Crypt pairs (Normal) * Log2 Fold Expression calibrated to Whole mucosa counterparts miR-A miR-B miR-C miR-D miR-E
  • 19. Conclusion  Protocols developed for isolation of compartments and high- throughput detection effective, as evident in data reproducibility and concordance with literature  Fundamental support for a hierarchy of miRNA expression along the colonic proliferation-differentiation axis  Foundation to identify candidate marker miRNAs that define colonic epithelial stem/progenitor cell niche  Based on resemblance between stem cell and cancer, such miRNA markers may constitute targets for mutation and malignant transformation, thus provide novel way to elucidate clonal origin of CRC
  • 20. Current Work  Characterization of candidate miRNAs in CRC cell lines and a larger number of clinical samples  Functional Studies in CRC lines Knockdown/Overexpression of candidate miRNAs  To elucidate biological roles of miRNAs Monitoring phenotypic changes (cell proliferation, cell differentiation, apoptosis) in transfected cells  Validate bioinformatically predicted mRNA targets
  • 21. Acknowledgement Department of Pathology, HKU Dr. Chris TL Chan Prof. SY Leung Dr. Helen HN Yan Miss Annie SY Chan Miss Grace Cheng Dr. Vivian Li Department of Pathology, St. Paul’s Hospital Prof. ST Yuen Department of Surgery, HKU Prof. WL Law
  • 22. Large intestine: Mucosa and Musculature in Humans Adopted from Encyclopedia Britannica (http://www.britannica.com/eb/art-68639)
  • 23. Why miRNA?  Gene expression profile – done Kosinski & Li et al. (2007) Gene expression patterns of human colon tops and basal crypts and BMP antagonists as intestinal stem cell niche factors. PNAS, 104(39):15418-23. Li et al. (2009) Frequent inactivation of axon guidance molecule RGMA in human colon cancer through genetic and epigenetic mechanisms. Gastroenterology, 137:176-187.  Diagnostic and prognostic potential of miRNAs implicated in pathogenesis of CRC, either as oncogenes or tumor suppressors.  Potential to regulate multiple target genes or potentially an entire pathway; networks of several different miRNAs may act cooperatively in the translational regulation of individual mRNAs to elicit a biological phenotype
  • 24. TaqMan® Human MicroRNA LDA  Fresh Tumors  Flash freeze  Cryosectioning  Fresh Normal counterparts  Crypt isolation from Stromal fraction  Flash freeze  Cryosectioning  Microdissection into Samples enriched in: whole mucosa*, top crypt, basal crypt* * Mucularis mucosae and muscles removed Experimental methodology – Sample preparation

Editor's Notes

  1. Confocal imaging of human colon cryptsEpithelial stem cell-pericryptal microenvironment (stem cell niche) interaction is crucial for homeostatic balance between epithelial cell self-renewal, cell division, cell differentiation and lineage determination
  2. The second commonest cancer in Hong Kong
  3. Comprehensive coverage of Sanger miRBase v10
  4. Note: Concordance between qRT-PCR data generated using frozen tissues vs parallel FFPE samples demonstrated in published reports and in-house data
  5. Isolation of epithelial lining from mesenchyme in Normal colonsRelative quantification by Comparative Ct method Livak & Schmittgen (2001) MethodsEndogenous Control: GAPDH Calibrator sample: whole mucosa counterparts
  6. X Y Scatter plotCt values from Replicate 1 (x-axis) against Ct values from Replicate 2 (y-axis)A representative example: Minimal Ct variation for Ct < 30 Replicate 1 vs Replicate 2:
  7. 6 TaqMan® MicroRNA Assay endogenous controls on each LDA set6 small RNAs on each LDA set Lowest variation in endogenous expression across all samples – high stability Ct values within reasonable range (21 – 25 for RNU48)
  8. Multiple statistical and computational algorithms identified distinct miRNA expression patterns across compartmentsAmong the 29 miRNAs described to be associated with CRC, 75% show directional agreement in T:N expressions between our data and published dataSensitivity and reliability of the high-throughput LDA detection approach
  9. In silico Target Prediction and Functional Enrichment Analysisof predicted targets
  10. Selection of candidate miRNAs for downstream workResults collectively suggest D.E. miRNA lists generated from LDA dataHigh potential involvement in intestinal epithelial development and CRC tumorigenesis – novel miRNAs worth looking into
  11. To elucidate biological roles of miRNAs Monitoring phenotypic changes (cell proliferation, cell differentiation, apoptosis) in transfected cells
  12. Department of Pathology, HKUDr. Chris TL ChanProf. SY LeungDr. Helen HN YanMiss Annie SY ChanDepartment of Pathology, St. Paul’s HospitalDr. ST YuenDepartment of Surgery, HKUProf. WL Law
  13. ; networks of several different miRNAs may act cooperatively in the translational regulation of individual mRNAs to elicit a biological phenotype
  14. Crypt/Epithelial isolation from Stroma/Mesenchymal fractionPurity of isolated crypt and stromal portions determined by tissue-specific markers Perreault & Beaulieu (1998) Exp. Cell Res.Real-time qRT-PCR using TaqMan® Human MicroRNA LDA