2007 snippet describing some of the lab's work in designing expression analysis tools [html] [doc]

Early 2009 blurb on Lab's Transcriptome Experience [html] [doc]

Latent-space embedding of expression data identifies gene signatures from sputum samples of asthmatic patients.
S Lou, T Li, D Spakowicz, X Yan, GL Chupp, M Gerstein (2020). BMC Bioinformatics 21: 457.

DREISS: Using State-Space Models to Infer the Dynamics of Gene Expression Driven by External and Internal Regulatory Networks.
D Wang, F He, S Maslov, M Gerstein (2016). PLoS Comput Biol 12: e1005146.

MUSIC: identification of enriched regions in ChIP-Seq experiments using a mappability-corrected multiscale signal processing framework.
A Harmanci, J Rozowsky, M Gerstein (2014). Genome Biol 15: 474.

Epigenetic repression of miR-31 disrupts androgen receptor homeostasis and contributes to prostate cancer progression.
PC Lin, YL Chiu, S Banerjee, K Park, JM Mosquera, E Giannopoulou, P Alves, AK Tewari, MB Gerstein, H Beltran, AM Melnick, O Elemento, F Demichelis, MA Rubin (2012). Cancer Res 73: 1232-44.

Landscape of transcription in human cells.
S Djebali, CA Davis, A Merkel, A Dobin, T Lassmann, A Mortazavi, A Tanzer, J Lagarde, W Lin, F Schlesinger, C Xue, GK Marinov, J Khatun, BA Williams, C Zaleski, J Rozowsky, M Roder, F Kokocinski, RF Abdelhamid, T Alioto, I Antoshechkin, MT Baer, NS Bar, P Batut, K Bell, I Bell, S Chakrabortty, X Chen, J Chrast, J Curado, T Derrien, J Drenkow, E Dumais, J Dumais, R Duttagupta, E Falconnet, M Fastuca, K Fejes-Toth, P Ferreira, S Foissac, MJ Fullwood, H Gao, D Gonzalez, A Gordon, H Gunawardena, C Howald, S Jha, R Johnson, P Kapranov, B King, C Kingswood, OJ Luo, E Park, K Persaud, JB Preall, P Ribeca, B Risk, D Robyr, M Sammeth, L Schaffer, LH See, A Shahab, J Skancke, AM Suzuki, H Takahashi, H Tilgner, D Trout, N Walters, H Wang, J Wrobel, Y Yu, X Ruan, Y Hayashizaki, J Harrow, M Gerstein, T Hubbard, A Reymond, SE Antonarakis, G Hannon, MC Giddings, Y Ruan, B Wold, P Carninci, R Guigo, TR Gingeras (2012). Nature 489: 101-8.

Understanding transcriptional regulation by integrative analysis of transcription factor binding data.
C Cheng, R Alexander, R Min, J Leng, KY Yip, J Rozowsky, KK Yan, X Dong, S Djebali, Y Ruan, CA Davis, P Carninci, T Lassman, TR Gingeras, R Guigo, E Birney, Z Weng, M Snyder, M Gerstein (2012). Genome Res 22: 1658-67.

Modeling gene expression using chromatin features in various cellular contexts.
X Dong, MC Greven, A Kundaje, S Djebali, JB Brown, C Cheng, TR Gingeras, M Gerstein, R Guigo, E Birney, Z Weng (2012). Genome Biol 13: R53.

Tcf7 is an important regulator of the switch of self-renewal and differentiation in a multipotential hematopoietic cell line.
JQ Wu, M Seay, VP Schulz, M Hariharan, D Tuck, J Lian, J Du, M Shi, Z Ye, M Gerstein, MP Snyder, S Weissman (2012). PLoS Genet 8: e1002565.

Chromatin state signatures associated with tissue-specific gene expression and enhancer activity in the embryonic limb.
J Cotney, J Leng, S Oh, LE DeMare, SK Reilly, MB Gerstein, JP Noonan (2012). Genome Res 22: 1069-80.

Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
RR Haraksingh, A Abyzov, M Gerstein, AE Urban, M Snyder (2011). PLoS One 6: e27859.

Tiling array data analysis: a multiscale approach using wavelets.
A Karpikov, J Rozowsky, M Gerstein (2011). BMC Bioinformatics 12: 57.

A statistical framework for modeling gene expression using chromatin features and application to modENCODE datasets.
C Cheng, KK Yan, KY Yip, J Rozowsky, R Alexander, C Shou, M Gerstein (2011). Genome Biol 12: R15.

Comparison and calibration of transcriptome data from RNA-Seq and tiling arrays.
A Agarwal, D Koppstein, J Rozowsky, A Sboner, L Habegger, LW Hillier, R Sasidharan, V Reinke, RH Waterston, M Gerstein (2010). BMC Genomics 11: 383.

Close association of RNA polymerase II and many transcription factors with Pol III genes.
D Raha, Z Wang, Z Moqtaderi, L Wu, G Zhong, M Gerstein, K Struhl, M Snyder (2010). Proc Natl Acad Sci U S A 107: 3639-44.

EBNA1 regulates cellular gene expression by binding cellular promoters.
A Canaan, I Haviv, AE Urban, VP Schulz, S Hartman, Z Zhang, D Palejev, AB Deisseroth, J Lacy, M Snyder, M Gerstein, SM Weissman (2009). Proc Natl Acad Sci U S A 106: 22421-6.

An efficient pseudomedian filter for tiling microrrays.
TE Royce, NJ Carriero, MB Gerstein (2007). BMC Bioinformatics 8: 186.

Systematic prediction and validation of breakpoints associated with copy-number variants in the human genome.
JO Korbel, AE Urban, F Grubert, J Du, TE Royce, P Starr, G Zhong, BS Emanuel, SM Weissman, M Snyder, MB Gerstein (2007). Proc Natl Acad Sci U S A 104: 10110-5.

Tilescope: online analysis pipeline for high-density tiling microarray data.
ZD Zhang, J Rozowsky, HY Lam, J Du, M Snyder, M Gerstein (2007). Genome Biol 8: R81.

Assessing the performance of different high-density tiling microarray strategies for mapping transcribed regions of the human genome.
O Emanuelsson, U Nagalakshmi, D Zheng, JS Rozowsky, AE Urban, J Du, Z Lian, V Stolc, S Weissman, M Snyder, MB Gerstein (2007). Genome Res 17: 886-97.

ProCAT: a data analysis approach for protein microarrays.
X Zhu, M Gerstein, M Snyder (2006). Genome Biol 7: R110.

A supervised hidden markov model framework for efficiently segmenting tiling array data in transcriptional and chIP-chip experiments: systematically incorporating validated biological knowledge.
J Du, JS Rozowsky, JO Korbel, ZD Zhang, TE Royce, MH Schultz, M Snyder, M Gerstein (2006). Bioinformatics 22: 3016-24.

Extrapolating traditional DNA microarray statistics to tiling and protein microarray technologies.
TE Royce, JS Rozowsky, NM Luscombe, O Emanuelsson, H Yu, X Zhu, M Snyder, MB Gerstein (2006). Methods Enzymol 411: 282-311.

Target hub proteins serve as master regulators of development in yeast.
AR Borneman, JA Leigh-Bell, H Yu, P Bertone, M Gerstein, M Snyder (2006). Genes Dev 20: 435-48.

Design optimization methods for genomic DNA tiling arrays.
P Bertone, V Trifonov, JS Rozowsky, F Schubert, O Emanuelsson, J Karro, MY Kao, M Snyder, M Gerstein (2006). Genome Res 16: 271-81.

A pilot study of transcription unit analysis in rice using oligonucleotide tiling-path microarray.
V Stolc, L Li, X Wang, X Li, N Su, W Tongprasit, B Han, Y Xue, J Li, M Snyder, M Gerstein, J Wang, XW Deng (2005). Plant Mol Biol 59: 137-49.

Issues in the analysis of oligonucleotide tiling microarrays for transcript mapping.
TE Royce, JS Rozowsky, P Bertone, M Samanta, V Stolc, S Weissman, M Snyder, M Gerstein (2005). Trends Genet 21: 466-75.

Applications of DNA tiling arrays to experimental genome annotation and regulatory pathway discovery.
P Bertone, M Gerstein, M Snyder (2005). Chromosome Res 13: 259-74.

Multi-species microarrays reveal the effect of sequence divergence on gene expression profiles.
Y Gilad, SA Rifkin, P Bertone, M Gerstein, KP White (2005). Genome Res 15: 674-80.

Global identification of human transcribed sequences with genome tiling arrays.
P Bertone, V Stolc, TE Royce, JS Rozowsky, AE Urban, X Zhu, JL Rinn, W Tongprasit, M Samanta, S Weissman, M Gerstein, M Snyder (2004). Science 306: 2242-6.

Major molecular differences between mammalian sexes are involved in drug metabolism and renal function.
JL Rinn, JS Rozowsky, IJ Laurenzi, PH Petersen, K Zou, W Zhong, M Gerstein, M Snyder (2004). Dev Cell 6: 791-800.

Relationship between gene co-expression and probe localization on microarray slides.
Y Kluger, H Yu, J Qian, M Gerstein (2003). BMC Genomics 4: 49.

A genome-wide analysis of blue-light regulation of Arabidopsis transcription factor gene expression during seedling development.
Y Jiao, H Yang, L Ma, N Sun, H Yu, T Liu, Y Gao, H Gu, Z Chen, M Wada, M Gerstein, H Zhao, LJ Qu, XW Deng (2003). Plant Physiol 133: 1480-93.

Reconstructing genetic networks in yeast.
Z Zhang, M Gerstein (2003). Nat Biotechnol 21: 1295-7.

Comparing protein abundance and mRNA expression levels on a genomic scale.
D Greenbaum, C Colangelo, K Williams, M Gerstein (2003). Genome Biol 4: 117.

Genomic analysis of gene expression relationships in transcriptional regulatory networks.
H Yu, NM Luscombe, J Qian, M Gerstein (2003). Trends Genet 19: 422-7.

Identification and correction of spurious spatial correlations in microarray data.
J Qian, Y Kluger, H Yu, M Gerstein (2003). Biotechniques 35: 42-4, 46, 48.

ExpressYourself: A modular platform for processing and visualizing microarray data.
NM Luscombe, TE Royce, P Bertone, N Echols, CE Horak, JT Chang, M Snyder, M Gerstein (2003). Nucleic Acids Res 31: 3477-82.

Revisiting the codon adaptation index from a whole-genome perspective: analyzing the relationship between gene expression and codon occurrence in yeast using a variety of models.
R Jansen, HJ Bussemaker, M Gerstein (2003). Nucleic Acids Res 31: 2242-51.

Relating whole-genome expression data with protein-protein interactions.
R Jansen, D Greenbaum, M Gerstein (2002). Genome Res 12: 37-46.

Proteomics. Integrating interactomes.
M Gerstein, N Lan, R Jansen (2002). Science 295: 284-7.

Integration of genomic datasets to predict protein complexes in yeast.
R Jansen, N Lan, J Qian, M Gerstein (2002). J Struct Funct Genomics 2: 71-81.

Systematic learning of gene functional classes from DNA array expression data by using multilayer perceptrons.
A Mateos, J Dopazo, R Jansen, Y Tu, M Gerstein, G Stolovitzky (2002). Genome Res 12: 1703-15.

Genomic and proteomic analysis of the myeloid differentiation program: global analysis of gene expression during induced differentiation in the MPRO cell line.
Z Lian, Y Kluger, DS Greenbaum, D Tuck, M Gerstein, N Berliner, SM Weissman, PE Newburger (2002). Blood 100: 3209-20.

Beyond synexpression relationships: local clustering of time-shifted and inverted gene expression profiles identifies new, biologically relevant interactions.
J Qian, M Dolled-Filhart, J Lin, H Yu, M Gerstein (2001). J Mol Biol 314: 1053-66.

Integrative data mining: the new direction in bioinformatics.
P Bertone, M Gerstein (2001). IEEE Eng Med Biol Mag 20: 33-40.

RNA expression patterns change dramatically in human neutrophils exposed to bacteria.
YV Subrahmanyam, S Yamaga, Y Prashar, HH Lee, NP Hoe, Y Kluger, M Gerstein, JD Goguen, PE Newburger, SM Weissman (2001). Blood 97: 2457-68.

The current excitement in bioinformatics-analysis of whole-genome expression data: how does it relate to protein structure and function?
M Gerstein, R Jansen (2000). Curr Opin Struct Biol 10: 574-84.

A Bayesian system integrating expression data with sequence patterns for localizing proteins: comprehensive application to the yeast genome.
A Drawid, M Gerstein (2000). J Mol Biol 301: 1059-75.

Analysis of the yeast transcriptome with structural and functional categories: characterizing highly expressed proteins.
R Jansen, M Gerstein (2000). Nucleic Acids Res 28: 1481-8.

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