placental microrna expression · 30 placenta-specific micrornas ! c19mc – 19q13.41 mirna cluster...

43
PLACENTAL MICRORNA EXPRESSION Daniel A. Enquobahrie, MD, PhD Associate Professor Department of Epidemiology March 24, 2016 [email protected] 1

Upload: others

Post on 21-Mar-2020

5 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

PLACENTAL MICRORNA EXPRESSION

Daniel A. Enquobahrie, MD, PhD Associate Professor

Department of Epidemiology March 24, 2016

[email protected]

1

Page 2: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

OUTLINE

Ò Background

Ò Placental miRNA expression

Ò Circulating placenta-specific miRNAs

Ò Opportunities and challenges

2

Page 3: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Background - MicroRNAs

3

Page 4: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

4

NON-CODING RNAS

Ò  Human genome É  ~50-70% transcribed É  ~1-2% protein coding É  ~98% Noncoding

Ò  List growing

Ò  Groups É  Housekeeping: tRNAs, rRNA, Telomerase RNA, etc É  Regulatory: miRNA, long ncRNA, Antisense-RNA,etc

Page 5: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

5

HISTORY

Ò  Discovery: lin-4 (1993), C. elegans

Ò  Plants, RNAi research

Ò  http://www.mirbase.org/ É  28,645 entries: Release 21 (June 2014)

Ò  ~2,500 miRNAs (human)

Ò  Explosion of research over the past decade

Page 6: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

6

BIOLOGY

Ò  Small (~22 nucleotides), conserved

Ò  Production regulation: mostly unknown, tissue or developmental stage specific (1/3)

Ò  Location É  Introns, exon UT, intergenic É  Single or cluster

Ò  Post transcription regulation, though recent reports of transcription regulation

Page 7: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

7

BIOLOGY

Cardiovascular Research (2008) 79, 562-570

Page 8: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

8

BIOLOGY

Physiol Genomics (2008), 33:139-147

Page 9: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

9

POST TRANSCRIPTION REGULATION

Ò  Gene expression regulation (1/3 genes) Ð Target 3’ UT seed regions of mRNA Ð Multiple sites on each mRNA Vs same site on

many mRNA

Ò  Mechanisms Ð Inhibit translation of mRNA (non-perfect match) Ð Promote mRNA degradation (perfect/near

perfect match) Ð miRNA mediated mRNA decay

Page 10: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

10

MEASUREMENT/PROFILING

J Cell Mol Med (2014), 18:371-390

Page 11: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

11

DATABASES

Ò miRBase

Ò miRWalk

Ò miRTarBase

Ò Targetscan

Page 12: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

NOMENCLATURE – CLASSIFICATION

12 Am J Epidemiol (2014), 180, 140-152

Page 13: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

13

TARGET IDENTIFICATION

Ò Computational approaches É Complementarities

Ð “seed region” of 2-8 nucleotides at 5’ end

É Thermodynamic stability of complex É Degree of conservation of orthologues target sites

in the 3’ UT across species

Page 14: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

MOTIVATION

É Understanding pathophysiology

É Generating hypotheses (e.g. Gene & Env)

É Biomarkers: prediction, prognosis, monitoring

É Therapeutic targets

14

Page 15: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Placental MiRNA Expression

Preeclampsia

15

Page 16: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

CENTER FOR PERINATAL STUDIES

Ò  Multiple cohort and case-control studies É  Cohort (>6,500): Omega study, Pregnancy Migraine Study É  Case-control: Ferritin, Abruptio etc.

Ò  Recruitment É  Early pregnancy (7-8 weeks, first prenatal visit) É  Eligibility/exclusion É  Participation (>80%), Follow up (>96%), Data (92%)

Ò  Data collection

É  Interview-adminstered QA, FFQ, É  Blood (16wks, on average), urine, placenta, cord blood É  Medical records

16

Page 17: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

MICROARRAY EXPERIMENT Ò  RNA extraction: Guanidinium TPC extraction

method

Ò  RNA QC: UV spectrophotometry and gel electrophoresis

Ò  Platform: custom microarray @ Ocean Ridge Biosciences

Ò  Confirmatory QRT-PCR

17

Page 18: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

ANALYSIS Ò  Data normalized and log2 transformed

Ò  Fold change, 1-way ANOVA, Clustering

Ò  Targetscan (www.targetscan.com)

Ò  Path analysis: KEGG and IPA

Ò  Confirmatory qRT-PCR: Correlations

18

Page 19: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

STUDY POPULATION CHARACTERISTICS

PE Cases (N=20)

Controls (N=20)

Age* 32.8 30.4

Gestational age* 36.0 38.8

Caesarian delivery 55.0 40.0

Whites 60.0 70.0

Nullipara 65 60

*mean (otherwise %)

Enquobahrie et al, Am J Obstet Gynecol 2011 19

Page 20: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

EXPRESSION MEASUREMENT

Ò 1,295 probes (human=854)

Ò miRNAs with ≥ 90% information (n=611)

Ò Differentially expressed miRNAs (n=8) (AFC>1.5, p-value <0.05)

20

Enquobahrie et al, Am J Obstet Gynecol 2011

Page 21: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

DIFFERENTIALLY EXPRESSED MICRORNAS

21 Enquobahrie et al, Am J Obstet Gynecol 2011

Page 22: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

PREVIOUSLY REPORTED Ò  miR-210

É  Hypoxia, endothelial cell response, VEGF activities

Ò  miR-1 É  Smooth muscle calcium signaling

Ò  miR-1247 (14q32.31 chromosomal cluster) É  Conserved region with imprinted domain É  Cluster (~40 miRNAs), embryonic/placental growth É  Methylation region ~200kb upstream

22 Enquobahrie et al, Am J Obstet Gynecol 2011

Page 23: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

NOVEL Ò  miR-584

É  Binds to conserved 3’ region on lactoferrin receptor É  Immune activation, platelet aggregation

Ò  miR-34c-5p É  Family of miR-34b and miR-34c É  Mediators of p53 dependent suppression of

endometrial proliferation (cell cycle) É  Endometriosis and preeclampsia (?)

23 Enquobahrie et al, Am J Obstet Gynecol 2011

Page 24: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

GENE TARGETS Ò  76 genes targeted by 2 or more DE microRNAs

Ò  Functions É  Organ system development (CVS/RS) É  Immune dysfunction É  Cell cycle É  Cell signaling

24

Page 25: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Significant network (IPA)

Genetic disorder, immunological disease, cardiovascular system development and function (score=30) 25

Enquobahrie et al, Am J Obstet Gynecol 2011

Page 26: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Network from the GE study

Am J Obstet Gynecol 2008;199:566 e1-11

Cell death, cellular growth and proliferation, inflammatory disease

26

Page 27: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Ò  Previously identified (miR-210, miR-1, and miRNA cluster at 14q32.31) and novel (miR-584 and miR-34c-5p) microRNAs differentially expressed

Ò  Target genes participate in diverse patho-physiological processes with potential importance in preeclampsia (e.g. organ/system development, immunologic dysfunction)

SUMMARY

27

Page 28: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Circulating Placenta-specific

MicroRNAs

28

Page 29: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

29

CIRCULATING MICRORNAS

Ò  Passive leakage (injury, inflammation, necrosis) É Extracellular miRNAs regulate vascular endothelium

Ò  Active secretion through cell-derived membrane vesicles (e.g. exosomes) É Adipocytes release exosomes that contain miRNAs

(e.g. miR-16, -27a, 146b, -222)

Ò  Protein-miRNA complexes (e.g. HDL-AGO2) É Participate in intercellular communication

Page 30: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

30

PLACENTA-SPECIFIC MICRORNAS

Ò  C19MC – 19q13.41 miRNA cluster É  Primate specific, expressed from the paternal allele É  Expression increases from first to third trimester É  Member miRNAs (e.g. miR-517) regulate cell proliferation,

immune function and antiviral activity

Ò  C14MC – 14q32 miRNA cluster É  DLK-DI03 domain, maternally imprinted É  Expression decreases from first to third trimester É  Member miRNAs (e.g. miR-379/410) regulate metabolic

functions (glucose homeostasis and hepatic gene expression)

Page 31: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

31

PLACENTA-SPECIFIC MICRORNAS

Ò  Have been identified in plasma or serum

Ò  Both placental expression and circulating levels has been related to preeclampsia or intrauterine growth retardation

Ò  Most of these studies were conducted in mid/late pregnancy or post-delivery

Page 32: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

EARLY PREGNANCY CIRCULATING MICRORNAS

Ò  Participants of the Omega Study (Seattle, WA) and POUCH (Pregnancy Outcomes and Community Health) Study (Michigan)

Ò  Early (Omega, 8-20 weeks) to Mid (POUCH, 15-27 weeks) pregnancy blood collection

Ò  Microarray and candidate miRNA profiling in relation to subsequent risk of preterm birth (primary outcome) and pre-pregnancy body mass index

32

Page 33: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

CIRCULATING MICRORNAS AND BMI

Ò  27 miRNAs were differentially expressed in relation to pre-pregnancy BMI in both Omega and POUCH cohorts

Ò  Functions in regulation of organismal injury and abnormalities, reproductive system diseases, connective tissue disorders, and cancer

Ò  Identified miRNAs included placenta-specific miRNAs in C14MC cluster (e.g. -377)

33

Page 34: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

34

CIRCULATING MICRORNAS AND BMI

Page 35: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

Opportunities and Challenges

35

Page 36: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

36

OPPORTUNITIES

Ò  Research É  Stability, omnipresence, smaller size, smaller # (?) É  Uncovering gene expression regulation (DNA→RNA→Protein)

É  Role of unknown genomic regions Ð  e.g. miR-15, miR-16 at 13q14.3 in CLL, chromosome 9 (MI)

É  Gene environment interactions

Page 37: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

37

OPPORTUNITIES

Ò  Therapeutics

É  Small size practical for synthesis and delivery

É  Effect (on regulation) can be seen quickly (in 3 wks)

É  Antisense RNA, alternate to knock-outs

Page 38: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

38

CHALLENGES - MEASUREMENT

Ò  Limited sample volumes, low recovery, interference (e.g. anti-coagulants, platelet activation)

Ò  Pre-processing steps, pre-analytic and analytic variables

Ò  Lack of standardized protocols for extraction, profiling, and analyses

Ò  Lack of good, universal control (house keeping miRNA) for normalization

Ò  Diurnal variation and effect of fasting/non-fasting

Page 39: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

39

CHALLENGES - INFERENCES

Ò  Study population and sample differences

Ò  Confounding/effect modification É  lifestyle, sex (infant), race, age

Ò  Time dependent (disease course) changes

Ò  Target (gene) identification – functional validation É  Complex relationships É  Loops

Page 40: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

40

CHALLENGES: THERAPEUTIC APPLICATIONS

Ò  miRNA mimics are unstable,

Ò  Selective targeting may be difficult, broad systemic effects

Ò  Maintaining physiological levels of therapeutic miRNAs: over-inhibition or over-expression

Ò  Delivery systems

Page 41: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

41

CURRENT AREAS OF WORK

Ò  Integration with other –omics (e.g. genomics, metabolomics, proteomics)

Ò Placenta-specific miRNAs in urine

Ò Histo-pathologic and/or imaging correlates of miRNA expression

Page 42: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

42

ACKNOWLEDGMENTS

Ò  Naya Frederick Ò  Tanya Sorenson Ò  Dejene Abetew

•  Michelle Williams •  Mahlet Tadesse •  Eric Rimm •  Andrea Baccarelli

•  Aedin Cassidy •  Peter Curtis •  Sarah Edwards

•  David Willoughby •  Kumaravel

Chidambaram

•  Lei He •  Peter Bartolomeo •  George Campbell

UW •  David Siscovick •  Colin Pritchard •  Luke Wander •  Tim Thornton

Page 43: PLACENTAL MICRORNA EXPRESSION · 30 PLACENTA-SPECIFIC MICRORNAS ! C19MC – 19q13.41 miRNA cluster " Primate specific, expressed from the paternal allele " Expression increases from

THANK YOU

43

[email protected]