Background Preeclampsia (PE) is a life-threatening hypertensive pathology of pregnancy affecting 3-5% of all pregnancies. To date, PE has no cure, early detection markers, or effective treatments short of the removal of what is thought to be the causative organ, the placenta, which may necessitate a preterm delivery. Additionally, numerous small placental microarray studies attempting to identify "PE-specific" genes have yielded inconsistent results. We therefore hypothesize that preeclampsia is a multifactorial disease encompassing several pathology subclasses, and that large cohort placental gene expression analysis will reveal these groups. Results To address our hypothesis, we utilized known bioinformatic methods to aggregate 7 microarray data sets across multiple platforms in order to generate a large data set of 173 patient samples, including 77 with preeclampsia. Unsupervised clustering of these patient samples revealed three distinct molecular subclasses of PE. This included a "canonical" PE subclass demonstrating elevated expression of known PE markers and genes associated with poor oxygenation and increased secretion, as well as two other subclasses potentially representing a poor maternal response to pregnancy and an immunological presentation of preeclampsia. Conclusion Our analysis sheds new light on the heterogeneity of PE patients, and offers up additional avenues for future investigation. Hopefully, our subclassification of preeclampsia based on molecular diversity will finally lead to the development of robust diagnostics and patient-based treatments for this disorder.
机构:
Univ London, Blood Pressure Unit, London, England
Univ London, Div Clin Sci, London, EnglandUniv London, Blood Pressure Unit, London, England
Antonios, Tarek F. T.
;
Nama, Vivek
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Univ London, Blood Pressure Unit, London, England
Univ London, Div Clin Sci, London, England
St Georges Hosp NHS Trust, Dept Obstet & Gynaecol, London, EnglandUniv London, Blood Pressure Unit, London, England
Nama, Vivek
;
Wang, Duolao
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机构:
London Sch Hyg & Trop Med, Dept Med Stat, London WC1, EnglandUniv London, Blood Pressure Unit, London, England
Wang, Duolao
;
Manyonda, Isaac T.
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h-index: 0
机构:
St Georges Hosp NHS Trust, Dept Obstet & Gynaecol, London, EnglandUniv London, Blood Pressure Unit, London, England
机构:
Univ British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Child & Family Res Inst, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Blair, John D.
;
Yuen, Ryan K. C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Hosp Sick Children, Ctr Appl Genom, Toronto, ON M5G 1X8, Canada
Hosp Sick Children, Program Genet & Genome Biol, Toronto, ON M5G 1X8, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Yuen, Ryan K. C.
;
Lim, Brendan K.
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h-index: 0
机构:
Child & Family Res Inst, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Lim, Brendan K.
;
McFadden, Deborah E.
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h-index: 0
机构:
Univ British Columbia, Dept Pathol, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
McFadden, Deborah E.
;
von Dadelszen, Peter
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h-index: 0
机构:
Child & Family Res Inst, Vancouver, BC V5Z 4H4, Canada
Univ British Columbia, Dept Obstet & Gynaecol, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
von Dadelszen, Peter
;
Robinson, Wendy P.
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h-index: 0
机构:
Univ British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Child & Family Res Inst, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Buckberry, Sam
;
Bianco-Miotto, Tina
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h-index: 0
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Univ Adelaide, Sch Agr Food & Wine, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Bianco-Miotto, Tina
;
Bent, Stephen J.
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Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Bent, Stephen J.
;
Dekker, Gustaaf A.
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h-index: 0
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Lyell McEwin Hosp, Elizabeth Vale, SA 5112, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Dekker, Gustaaf A.
;
Roberts, Claire T.
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h-index: 0
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Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
机构:
Univ London, Blood Pressure Unit, London, England
Univ London, Div Clin Sci, London, EnglandUniv London, Blood Pressure Unit, London, England
Antonios, Tarek F. T.
;
Nama, Vivek
论文数: 0引用数: 0
h-index: 0
机构:
Univ London, Blood Pressure Unit, London, England
Univ London, Div Clin Sci, London, England
St Georges Hosp NHS Trust, Dept Obstet & Gynaecol, London, EnglandUniv London, Blood Pressure Unit, London, England
Nama, Vivek
;
Wang, Duolao
论文数: 0引用数: 0
h-index: 0
机构:
London Sch Hyg & Trop Med, Dept Med Stat, London WC1, EnglandUniv London, Blood Pressure Unit, London, England
Wang, Duolao
;
Manyonda, Isaac T.
论文数: 0引用数: 0
h-index: 0
机构:
St Georges Hosp NHS Trust, Dept Obstet & Gynaecol, London, EnglandUniv London, Blood Pressure Unit, London, England
机构:
Univ British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Child & Family Res Inst, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Blair, John D.
;
Yuen, Ryan K. C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Hosp Sick Children, Ctr Appl Genom, Toronto, ON M5G 1X8, Canada
Hosp Sick Children, Program Genet & Genome Biol, Toronto, ON M5G 1X8, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Yuen, Ryan K. C.
;
Lim, Brendan K.
论文数: 0引用数: 0
h-index: 0
机构:
Child & Family Res Inst, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Lim, Brendan K.
;
McFadden, Deborah E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Pathol, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
McFadden, Deborah E.
;
von Dadelszen, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Child & Family Res Inst, Vancouver, BC V5Z 4H4, Canada
Univ British Columbia, Dept Obstet & Gynaecol, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
von Dadelszen, Peter
;
Robinson, Wendy P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
Child & Family Res Inst, Vancouver, BC V5Z 4H4, CanadaUniv British Columbia, Dept Med Genet, Vancouver, BC V5Z 4H4, Canada
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Buckberry, Sam
;
Bianco-Miotto, Tina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Univ Adelaide, Sch Agr Food & Wine, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Bianco-Miotto, Tina
;
Bent, Stephen J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Bent, Stephen J.
;
Dekker, Gustaaf A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Lyell McEwin Hosp, Elizabeth Vale, SA 5112, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia
Dekker, Gustaaf A.
;
Roberts, Claire T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Adelaide, SA 5005, Australia