Testing for differentially expressed genetic pathways with single-subject N-of-1 data in the presence of inter-gene correlation

ανά Schissler, A. Grant, Piegorsch, Walter W., Lussier, Yves A.
Τόπος έκδοσης Stat Methods Med Res (2017)

Emergence of pathway-level composite biomarkers from converging gene set signals of heterogeneous transcriptomic responses()

ανά Zaim, Samir Rachid, Li, Qike, Schissler, A. Grant, Lussier, Yves A.
Τόπος έκδοσης Pac Symp Biocomput (2018)

Autologistic models for benchmark risk or vulnerability assessment of urban terrorism outcomes

ανά Liu, Jingyu, Piegorsch, Walter W., Schissler, A. Grant, Cutter, Susan L.
Τόπος έκδοσης J R Stat Soc Ser A Stat Soc (2017)

NBIA: a network-based integrative analysis framework – applied to pathway analysis

ανά Nguyen, Tin, Shafi, Adib, Nguyen, Tuan-Minh, Schissler, A. Grant, Draghici, Sorin
Τόπος έκδοσης Sci Rep (2020)

Developing a ‘personalome’ for precision medicine: emerging methods that compute interpretable effect sizes from single-subject transcriptomes

ανά Vitali, Francesca, Li, Qike, Schissler, A Grant, Berghout, Joanne, Kenost, Colleen, Lussier, Yves A
Τόπος έκδοσης Brief Bioinform (2017)

Dynamic changes of RNA-sequencing expression for precision medicine: N-of-1-pathways Mahalanobis distance within pathways of single subjects predicts breast cancer survival

ανά Schissler, A. Grant, Gardeux, Vincent, Li, Qike, Achour, Ikbel, Li, Haiquan, Piegorsch, Walter W., Lussier, Yves A.
Τόπος έκδοσης Bioinformatics (2015)

kMEn: analyzing noisy and bidirectional transcriptional pathway responses in single subjects

ανά Li, Qike, Schissler, A. Grant, Gardeux, Vincent, Berghout, Joanne, Achour, Ikbel, Kenost, Colleen, Li, Haiquan, Zhang, Hao Helen, Lussier, Yves A.
Τόπος έκδοσης J Biomed Inform (2016)

N-of-1-pathways MixEnrich: advancing precision medicine via single-subject analysis in discovering dynamic changes of transcriptomes

ανά Li, Qike, Schissler, A. Grant, Gardeux, Vincent, Achour, Ikbel, Kenost, Colleen, Berghout, Joanne, Li, Haiquan, Zhang, Hao Helen, Lussier, Yves A.
Τόπος έκδοσης BMC Med Genomics (2017)

Analysis of aggregated cell–cell statistical distances within pathways unveils therapeutic-resistance mechanisms in circulating tumor cells

ανά Schissler, A. Grant, Li, Qike, Chen, James L., Kenost, Colleen, Achour, Ikbel, Billheimer, D. Dean, Li, Haiquan, Piegorsch, Walter W., Lussier, Yves A.
Τόπος έκδοσης Bioinformatics (2016)

A genome-by-environment interaction classifier for precision medicine: personal transcriptome response to rhinovirus identifies children prone to asthma exacerbations

ανά Gardeux, Vincent, Berghout, Joanne, Achour, Ikbel, Schissler, A Grant, Li, Qike, Kenost, Colleen, Li, Jianrong, Shang, Yuan, Bosco, Anthony, Saner, Donald, Halonen, Marilyn J, Jackson, Daniel J, Li, Haiquan, Martinez, Fernando D, Lussier, Yves A
Τόπος έκδοσης J Am Med Inform Assoc (2017)