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GLIOBLASTOMA WHOLE TRANSCRIPTOME ANALYSIS: MOLECULAR MECHANISMS RELATED TO RECURRENCE FREE SURVIVAL Antonio Giuseppe Naccarato Division of Surgical, Molecular and Ultrastructural Pathology, Department of Translational Research and New Technologies in Medicine and Surgery

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Page 1: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

GLIOBLASTOMA WHOLE TRANSCRIPTOME ANALYSIS: MOLECULAR MECHANISMS RELATED TO RECURRENCE FREE SURVIVAL

Antonio Giuseppe Naccarato

Division of Surgical, Molecular and Ultrastructural Pathology, Department of Translational Research and New Technologies in Medicine

and Surgery

Page 2: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

BACKGROUND

GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS

Combination of SURGICAL RESECTION, RADIOTHERAPY and ADJUVANT CHEMOTHERAPY

constitutes the STANDARD OF CARE

The invasive nature of GBM cells represents a major cause of THERAPEUTIC FAILURE

clarification of the molecular mechanisms associated with cellular migration and

invasion is crucial to allow better prediction

Aim

To provide NOVEL INFORMATION on GBM behavior, with regard to the type of GENETIC CHANGES involved in length of RECURRENCE FREE SURVIVAL

Page 3: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

MATERIALS AND METHODS

12 primary FFPE GBMs

specifically selected for different length of time of first recurrence

(less than 6 months-more than 25 months)

Whole-transcriptome RNA sequencing

(Ion Proton System, Life Technologies)

Differential gene transcription analysis

Gene fusion transcripts

Page 4: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

Statistical SIGNIFICANT DIFFERENTIAL EXPRESSION of 83 genes allowed to distinguish THREE

DISTINCT GROUPS

STR, less than 6 months (6)

MTR, between 16 and 23 months (3)

LTR, more than 25 months (3)

72

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**, 8Q<>: *PES*4#/#$!*O#&H#aX&#$$#Y!_ .+( !$+%+.$+.' %-!$.S/.M.' %/' #!./!+( #!3*/S!" L, !S&*; X! %&#! ./O*-O#Y! ./! $X#' .M.' ! U *-#' ; -%&! /#+_ *&̂ $N! 7*Y#$! E&#X&#$#/+#Y! %$!' .&' -#$J! ' *&&#$X*/Y! +*! U *-#' ; -%&! M; /' +.*/c! %/Y! #YS#$! E' *//#' +./S! -./#$J!&#X&#$#/+!Y*' ; U #/+#Y!./+#&%' +.*/$![ #+_ ##/!/*Y#$!+(%+!$(%&#!%!X%&+.' ; -%&!42!%//*+%+.*/N!

Specific molecular function networks of

over-expressed genes

in Short RFS tumors

Metabolic

processes

Muscle fibers

development

Response to

specific stimuli

Gene expression

regulation

RESULTS 1/3

51 genes

26 genes

21 genes

miRNAs

Page 5: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

72

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**, 8Q<>: *PES*4#/#$!*O#&H#aX&#$$#Y!_ .+( !$+%+.$+.' %-!$.S/.M.' %/' #!./!+( #!3*/S!" L, !S&*; X! %&#! ./O*-O#Y! ./! $X#' .M.' ! U *-#' ; -%&! /#+_ *&̂ $N! 7*Y#$! E&#X&#$#/+#Y! %$!' .&' -#$J! ' *&&#$X*/Y! +*! U *-#' ; -%&! M; /' +.*/c! %/Y! #YS#$! E' *//#' +./S! -./#$J!&#X&#$#/+!Y*' ; U #/+#Y!./+#&%' +.*/$![ #+_ ##/!/*Y#$!+(%+!$(%&#!%!X%&+.' ; -%&!42!%//*+%+.*/N!

RESULTS 2/3

Specific molecular function

networks of

over-expressed genes

in Long RFS tumors

Cell cycle

control

Cell-cell

interaction

Metabolic

processes

Chromatin

remodeling

miRNAs

Statistical SIGNIFICANT DIFFERENTIAL EXPRESSION of 83 genes allowed to distinguish THREE

DISTINCT GROUPS

STR, less than 6 months (6)

MTR, between 16 and 23 months (3)

LTR, more than 25 months (3)

51 genes

26 genes

21 genes

Page 6: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

RESULTS 3/3

Few gene fusion transcripts were identified

DLG2-APP, LTR group

SEC14L1-MAPK1,

4/6 STR and 3/3 MTR groups

HFM1-DLG2, 11/12

CFLAR-TSR1, 12/12

Page 7: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

DISCUSSION 1/2

Most of the genes related to time of recurrence are involved in the epigenetic

landscape of the transcriptional potential of the cell:

HISTONE expression dis-regulation

miRNA expression dis-regulation

Page 8: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

DISCUSSION 2/2

GENE FUSIONS

are being reported for the first time

involve genes related to:

neuron cell polarity (DLG2)

brain amyloid plaque formation (APP)

genome integrity (HFM1)

cell signaling (MAPK1)

not yet well known (CFLAR-TSR1)

… Targeted Therapies

Gene Fusion

Production of

oncogenic fusion

proteins

Increase expression of

oncogenes via promoter

switching

Bypass microRNA regulation via 3′-UTR deletion

Page 9: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

CONCLUSIONS

mRNA expression profile can define a particular molecular hallmark able to influence patient

survival and be used as a molecular diagnostic test

More thorough analyses are needed, with larger cohorts of patients

A comprehensive better understanding of the molecular mechanisms underlying recurrence

free survival would make a long step forward in the improvement of the clinical management

of GBM patients

FUTURE PERSPECTIVES

Page 10: Antonio Giuseppe Naccarato - unipi.it · 2015. 10. 5. · BACKGROUND. GBM is the most malignant phenotipic endpoint of DIFFUSELY INFILTRATING ASTROCITOMAS Combination of SURGICAL

ACKNOLEDGMENTS

Fondazione Pisana per la Scienza

Genomic Section

Cristian Scatena

Francesco Giuseppe Carbone

Valerio Ortenzi

Sara Fransceschi

Katia Zavaglia1

Riccardo Vannozzi

Chiara Maria Mazzanti

Marco La Ferla

Francesca Lessi

Paolo Aretini