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Reversal of Aberrant Cancer Reversal of Aberrant Cancer Methylome Methylome and Transcriptome upon Direc and Transcriptome upon Direc Reprogramming of Lung Reprogramming of Lung Cancer Cells Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason Lai 1, Ling Lee Tay 1, Henry Yang 2 & Xueying Wang 1 1 Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 2 Cancer Science Institute of Singapore, National University of Singapore, Singapore SCIENTIFIC REPORTS | 2 : 592 | DOI: 10.1038/srep00592 Presented by Teh Hui Xin, UTAR
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Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Dec 14, 2015

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Page 1: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Reversal of Aberrant Cancer Reversal of Aberrant Cancer MethylomeMethylomeand Transcriptome upon Directand Transcriptome upon DirectReprogramming of Lung Reprogramming of Lung Cancer CellsCancer Cells

Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason Lai 1, Ling Lee Tay 1, Henry Yang 2 & Xueying Wang 1

1 Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 2 Cancer Science Institute of Singapore, National University of Singapore, Singapore

SCIENTIFIC REPORTS | 2 : 592 | DOI: 10.1038/srep00592

Presented by Teh Hui Xin, UTAR

Page 2: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

IntroductionIntroductionLung cancer

The leading cause of death by cancer amongst men, second amongst women

Neoplasia is widely thought to be driven by genomic instability which is due to the reversible and irreversible alterations.

Epiginetic regulate gene expression results in aberrant

silencing of tumor suppressors or upregulation of oncogenes

Direct reprogramming may have reversed the aberrant epigenetic alterations in cancer cells.

Page 3: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

ObjectivesObjectivesTo reprogram non-small cell lung

cancer (NSCLC) and characterize the reprogrammed NSCLC.

To study the genome-wide analyses of DNA methylation and gene expression patterns of reprogrammed NSCLC.

Page 4: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

MethodoloMethodologygy Non-small cells lung cancer (H358,

H460)Human embryonic lung fibroblasts

(IMR90)Embryonic stem cells (H1, HES3)

Transfection & infection

Gene expression profiling

Retroviral transduction using Yamanaka’s four

factors

CharacterizationGenome-wide DNA

methylation profiling

qPCR

Methylation-specific PCR

Bisulfite Sequencing

Alkaline phosphatase stainingImmunofluorescence stainingTelomerase activity assayIn vitro differentiation

HumanHT-12 v4 Expression Beadchip

(Illumina)

Infinium Human Methylation27 Beadchip

(Illumina)

Gene set analysisAMP, Commonly

upregulated genes in NSCLC, oncogenes, tumor suppressors

Page 5: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

ResultsResults

(A)Characterization of iPC(B) Direct reprogramming

hypomethylates aberrantly methylated promoters (AMP) in NSCLC.

(C) Downregulation of NSCLC biomarkers upon reprogramming

(D) Effects on oncogenes and tumor suppressors.

Page 6: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

H358Adenocarcino

ma

H460Large cell carcinoma

IMR90Normal lung

fibroblast

Normal lung fibroblast is more readily reprogrammed.

H1 & HES3Embryonic Stem Cells

Page 7: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Expressed pluripotency marker.

Stain positive for Alkaline phosphatase, Tra1-60 & Nanog.

Page 8: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Real time PCR↑ Sox2, Nanog,

FGF4, OCT3/4

↑ Telomerase Activity

Page 9: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

iPC, Differentiated iPC, iPS & H1 clustered together

iPC, Differentiated iPC & iPS, clustered together but not with H1

Deviation of iPS and iPC from H1 in methylation profile is not consequential

Hierarchical Clustering (Gene Expression)

Hierarchical Clustering (Methylation Array)

Page 10: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Gene Onthology of Hypomethylated Promoter in iPC

•Enrichment of developmental associated genes

Page 11: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

iPC is able to differentiate into three germ layers in vitro- ↑ ectoderm markers- CDX2, PAX6- ↑ mesoderm markers – Brachyury. MSX1- ↑Endoderm markers – GATA4, FOXA2

Embryoid Body Formation

qPCR

Page 12: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

To investigate if reversible alterations in cancer cells were reverted upon reprogramming.

list of known AMP in lung cancer cells through literature search(237 AMP)

Interrogated by illumina Infinium human methylation 27k beadchip array. (217 AMP)over-represented among all methylated promoters in H358 & H460 but under represented among all methylated promoters in IMR90.

84 AMP overlap between H358 & H460

105 AMP in H35894 AMP in H460

Page 13: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

-Hypomethylated upon Reprogramming-developmental associated genes(HOX and PAX gene clusters)-tumor supressors (APC, TIMP3, WRN)

Overlapped

Reprogramming

Validated by Methylated Specific PCR

Bisulfite genomic sequencing

Aberrant DNA methylation in cancer was reversed by direct reprogramming

Page 14: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Methylation pattern Green – unmethylatedRed- methylated

Gene expression patternyellow- down regulationBlue- upregulated

Heat Map

qPCR

Concurred with array data, ↑HOXA5, HOXA7, HOXD13 in iPC vs parental cancer

↑ RPRM – known to be heavily methylated in lung cancer and its low expression correlated with poor prognosis

Page 15: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

gene commonly upregulated in NSCLC (UR)

GEO database – 420 genes

interrogated in the illumina Human HT12 array – 391 genes

H358 vs IMR90- 110 upregulated UR

H360 vs IMR90- 59 upregulated UR

iPCH358 vs H358- 52 downregulated UR

iPCH460 vs H460- 25 downregulated UR

Over-represented for genes downregulated upon reprogramming

Prognosis factors KRT19, S100p, KRT7, PPAP2C and AGR2

Page 16: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Downregulation of UR genes in iPC that were initially upregulated in parental cancer cells

After reprogramming

Page 17: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Hypermethylation of UR → Down regulation of UR

In bisulfite sequencing, KRT19 gene methylation scores

86% in iPCH358

96% in iPCH460

Validated by Methylated Specific PCR

Reprogramming reverses the abberantly upregulated genes in NSCLC both epigenetically and transcriptionally.

Page 18: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

H358 & H460 vs IMR90 - 495 oncogenes from database (Memorial Sloan-Kettering Cancer Centre Database)

H358 vs IMR90- 42 oncogenes upregulated

H460 vs IMR90- 29 oncogenes upregulated

iPCH358 vs H358 – 25 oncogenes downregulated

iPCH460 vs H460 – 14 oncogenes downregulated

EFNA1, CXCL1, CXCL2 – prognosis factors, downregulated upon reprogramming

ID1- oncogenes that promotes lung cancer proliferation, downregulated upon reprogramming.

iPCH358 vs H358Hypomethylation → Upregulation of oncogenes Hypermethylation → Downregulation of oncogenes

iPCH460 vs H460 – not significant

Page 19: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

873 tumor suppressors from database (Memorial Sloan-Kettering Cancer Centre Database).

H358 vs IMR90 – 87 tumor suppressors downregulated

H460 vs IMR90 – 74 tumor suppressors downregulated

iPCH358 vs H358 – 21 upregulated

iPCH460 vs H460 – 6 upregulated

Page 20: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

↑CADM1 & PLAGL1 in both iPCH358 & iPCH460

Total percentage of upregulated tumor suppressors in reprogrammed H358 & H460 are low

Tumor suppressors were probably need to be maintained at low levels for cell proliferations and survivals

tumor suppressors hypermethylated in H358 were hypomethylated iPCH358

but not in H460 & iPCH460.

Dysregulation of oncogenes and tumor suppressors in NSCLC were reversed upon reprogramming and were partially explainable by intricate DNA methylation pattern.

Page 21: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

DiscussionDiscussionTranscriptome of iPS, iPC and differentiated iPC were

indistinguishable with each other.

The reversible changes that account for tumorigenesis such as aberrant hypermthylation of promoters as well as abnormal upregulation of genes in NSCLC have been assessed.

The fate of oncogene and tumor suppressors followed by reprogramming have been investigated.

Previous study has reported reprogramming could reverse hypermethylated promoters- tumor suppressor gene p16 in hTERT immortalized human lung fibroblast (WI-38).

Direct reprogramming were able to perturb the epigenetics of lung cancer cells by causing the reversal of AMPs, resulted in active gene transcription.

Following reprogramming, the iPCs no longer harbor the same aberrant DNA methylation mark, and may no longer exhibit malignancy.

Page 22: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

The markers that are found to be aberrantly upregulated in H358 & H460 were downregulated upon reprogramming.

Supposing that these prognostic factors are pertinent in cancer progression, direct reprogramming may result in loss of malignancy.

Prognostic factors as well as DNA methylation markers that are crucial for NSCLC progression seem to be reversed upon direct reprogramming.

In vitro differentiated iPC cells did not have aberant dysregulation of these genes as well as DNA methylation markers.

Direct reprogramming of cancer cells resulted in the reversion to normal DNA methylation and gene expression regulation.

DiscussionDiscussion

Page 23: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Effects on oncogenes and tumor suppressors

Oncogene / Proangiogenic factors (EFNA1, CSCL1, CXCL2, ID1) which promote tumorigenesis were reverse to the normal expression levels in iPC and remained so in differentiated iPC.

Tumor suppressors (CADM1 & PLAGL1) were upregulated in the NSCLC upon reprogramming.

Regulation of these genes in H358 were explainable by DNA methylation but not in H460 (?)

The mechanism behind aberrant dysregulation of tumor suppressors and oncogenes are more robust and may include other mechanisms such as gene deletions and gene amplification.

DiscussionDiscussion

Page 24: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

This study has revealed a better understanding of cancer.

Direct reprogramming is a new tool to study and understand cancer cells, which may result in paradigm shifts.

By globally resetting the epigenetic state of lung cancer through direct reprogramming, this study provides evidence that cells may become reticent by reversing aberrant epigenetic changes in NSCLC which in turn affects the gene regulation.

DiscussionDiscussion

Page 25: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Future study :

Will the directed differentiated of these iPC to different comitment lineage will result in malignant manifestation phenotyically and epigenetically ?

To elucidate the indirect roles of Yamanaka’s factors in the delicate regulation of epigenetics in a cancer cells, for examples, hypomethylation or hypermethylation at specific loci.

Better understanding of this mechasnism would contribute a more sophisticated and effective treatment of cancer than currently tested non-specific DNA methylation inhibitors or DNA demethylating agents.

DiscussionDiscussion

Page 26: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.

Thank YouThank You

Page 27: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.
Page 28: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.
Page 29: Reversal of Aberrant Cancer Methylome and Transcriptome upon Direct Reprogramming of Lung Cancer Cells Dashayini Mahalingam 1, Chiou Mee Kong 1, Jason.