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Seidman, Jonathan

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Seidman

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Jonathan

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Seidman, Jonathan

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  • Publication

    Stable Gene Targeting in Human Cells Using Single-Strand Oligonucleotides with Modified Bases

    (Public Library of Science, 2012) Rios, Xavier; Briggs, Adrian; Christodoulou, Danos; Gorham, Joshua; Seidman, Jonathan; Church, George

    Recent advances allow multiplexed genome engineering in E. coli, employing easily designed oligonucleotides to edit multiple loci simultaneously. A similar technology in human cells would greatly expedite functional genomics, both by enhancing our ability to test how individual variants such as single nucleotide polymorphisms (SNPs) are related to specific phenotypes, and potentially allowing simultaneous mutation of multiple loci. However, oligo-mediated targeting of human cells is currently limited by low targeting efficiencies and low survival of modified cells. Using a HeLa-based EGFP-rescue reporter system we show that use of modified base analogs can increase targeting efficiency, in part by avoiding the mismatch repair machinery. We investigate the effects of oligonucleotide toxicity and find a strong correlation between the number of phosphorothioate bonds and toxicity. Stably EGFP-corrected cells were generated at a frequency of (\sim)0.05% with an optimized oligonucleotide design combining modified bases and reduced number of phosphorothioate bonds. We provide evidence from comparative RNA-seq analysis suggesting cellular immunity induced by the oligonucleotides might contribute to the low viability of oligo-corrected cells. Further optimization of this method should allow rapid and scalable genome engineering in human cells.

  • Publication

    Hypertrophic cardiomyopathy: Translating cellular cross talk into therapeutics

    (The Rockefeller University Press, 2012) Teekakirikul, Polakit; Padera, Robert; Seidman, Jonathan; Seidman, Christine

    Hypertrophic cardiomyopathy (HCM) is a common inherited heart disease with serious adverse outcomes, including heart failure, arrhythmias, and sudden cardiac death. The discovery that mutations in sarcomere protein genes cause HCM has enabled the development of mouse models that recapitulate clinical manifestations of disease. Studies in these models have provided unexpected insights into the biophysical and biochemical properties of mutated contractile proteins and may help to improve clinical diagnosis and management of patients with HCM.

  • Publication

    Loss-of-Function Mutations in PTPN11 Cause Metachondromatosis, But Not Ollier Disease or Maffucci Syndrome

    (Public Library of Science, 2011) Campos-Xavier, Belinda; Superti-Furga, Andrea; Ikegawa, Shiro; Cormier-Daire, Valerie; Pansuriya, Twinkal C.; Savarirayan, Ravi; Andreucci, Elena; Vikkula, Miikka; Garavelli, Livia; Pottinger, Caroline; Ogino, Toshihiko; Sakai, Akinori; Regazzoni, Bianca M.; Wuyts, Wim; Sangiorgi, Luca; Pedrini, Elena; Bowen, Margot E.; Kurek, Kyle; Boyden, Eric David; Holm, Ingrid; Bonafé, Luisa; Bovée, Judith V.; de Sousa, Sérgio b.; Zhu, Meijun; Kozakewich, Harry; Kasser, James; Seidman, Jonathan; Warman, Matthew

    Metachondromatosis (MC) is a rare, autosomal dominant, incompletely penetrant combined exostosis and enchondromatosis tumor syndrome. MC is clinically distinct from other multiple exostosis or multiple enchondromatosis syndromes and is unlinked to (EXT1) and (EXT2), the genes responsible for autosomal dominant multiple osteochondromas (MO). To identify a gene for MC, we performed linkage analysis with high-density SNP arrays in a single family, used a targeted array to capture exons and promoter sequences from the linked interval in 16 participants from 11 MC families, and sequenced the captured DNA using high-throughput parallel sequencing technologies. DNA capture and parallel sequencing identified heterozygous putative loss-of-function mutations in (PTPN11) in 4 of the 11 families. Sanger sequence analysis of (PTPN11) coding regions in a total of 17 MC families identified mutations in 10 of them (5 frameshift, 2 nonsense, and 3 splice-site mutations). Copy number analysis of sequencing reads from a second targeted capture that included the entire (PTPN11) gene identified an additional family with a 15 kb deletion spanning exon 7 of (PTPN11). Microdissected MC lesions from two patients with (PTPN11) mutations demonstrated loss-of-heterozygosity for the wild-type allele. We next sequenced (PTPN11) in DNA samples from 54 patients with the multiple enchondromatosis disorders Ollier disease or Maffucci syndrome, but found no coding sequence (PTPN11) mutations. We conclude that heterozygous loss-of-function mutations in (PTPN11) are a frequent cause of MC, that lesions in patients with MC appear to arise following a ‘‘second hit,’’ that MC may be locus heterogeneous since 1 familial and 5 sporadically occurring cases lacked obvious disease-causing (PTPN11) mutations, and that (PTPN11) mutations are not a common cause of Ollier disease or Maffucci syndrome.

  • Publication

    Phenotype and prognostic correlations of the converter region mutations affecting the β myosin heavy chain

    (BMJ Publishing Group, 2015) García-Giustiniani, Diego; Arad, Michael; Ortíz-Genga, Martín; Barriales-Villa, Roberto; Fernández, Xusto; Rodríguez-García, Isabel; Mazzanti, Andrea; Veira, Elena; Maneiro, Emilia; Rebolo, Paula; Lesende, Iván; Cazón, Laura; Freimark, Dov; Gimeno-Blanes, Juan Ramón; Seidman, Christine; Seidman, Jonathan; McKenna, William; Monserrat, Lorenzo

    Objectives: The prognostic value of genetic studies in cardiomyopathies is still controversial. Our objective was to evaluate the outcome of patients with cardiomyopathy with mutations in the converter domain of β myosin heavy chain (MYH7). Methods: Clinical characteristics and survival of 117 affected members with mutations in the converter domain of MYH7 were compared with 409 patients described in the literature with mutations in the same region. Results: Twenty-five mutations were evaluated (9 in our families including 3 novel (Ile730Asn, Asp717Gly and Arg719Pro)). Clinical diagnoses were hypertrophic (n=407), dilated (n=15), non-compaction (n=4) and restrictive (n=5) cardiomyopathies, unspecified cardiomyopathy (n=11), sudden death (n=50) and 35 healthy carriers. One hundred eighty-four had events (cardiovascular death or transplant). Median event-free survival was 50±2 years in our patients and 53±3 years in the literature (p=0.27). There were significant differences in the outcome between mutation: Ile736Thr had fewer events than other mutations in the region (p=0.01), while Arg719Gln (p<0.01) had reduced event-free survival. Conclusions: Mutations in the converter region are generally associated with adverse prognosis although there are differences between mutations. The identification of a mutation in this particular region provides important prognostic information that should be considered in the clinical management of affected patients.

  • Publication

    Exome-wide association study reveals novel susceptibility genes to sporadic dilated cardiomyopathy

    (Public Library of Science, 2017) Esslinger, Ulrike; Garnier, Sophie; Korniat, Agathe; Proust, Carole; Kararigas, Georgios; Müller-Nurasyid, Martina; Empana, Jean-Philippe; Morley, Michael P.; Perret, Claire; Stark, Klaus; Bick, Alexander G.; Prasad, Sanjay K.; Kriebel, Jennifer; Li, Jin; Tiret, Laurence; Strauch, Konstantin; O'Regan, Declan P.; Marguiles, Kenneth B.; Seidman, Jonathan; Boutouyrie, Pierre; Lacolley, Patrick; Jouven, Xavier; Hengstenberg, Christian; Komajda, Michel; Hakonarson, Hakon; Isnard, Richard; Arbustini, Eloisa; Grallert, Harald; Cook, Stuart A.; Seidman, Christine; Regitz-Zagrosek, Vera; Cappola, Thomas P.; Charron, Philippe; Cambien, François; Villard, Eric

    Aims Dilated cardiomyopathy (DCM) is an important cause of heart failure with a strong familial component. We performed an exome-wide array-based association study (EWAS) to assess the contribution of missense variants to sporadic DCM. Methods and results 116,855 single nucleotide variants (SNVs) were analyzed in 2796 DCM patients and 6877 control subjects from 6 populations of European ancestry. We confirmed two previously identified associations with SNVs in BAG3 and ZBTB17 and discovered six novel DCM-associated loci (Q-value<0.01). The lead-SNVs at novel loci are common and located in TTN, SLC39A8, MLIP, FLNC, ALPK3 and FHOD3. In silico fine mapping identified HSPB7 as the most likely candidate at the ZBTB17 locus. Rare variant analysis (MAF<0.01) demonstrated significant association for TTN variants only (P = 0.0085). All candidate genes but one (SLC39A8) exhibit preferential expression in striated muscle tissues and mutations in TTN, BAG3, FLNC and FHOD3 are known to cause familial cardiomyopathy. We also investigated a panel of 48 known cardiomyopathy genes. Collectively, rare (n = 228, P = 0.0033) or common (n = 36, P = 0.019) variants with elevated in silico severity scores were associated with DCM, indicating that the spectrum of genes contributing to sporadic DCM extends beyond those identified here. Conclusion: We identified eight loci independently associated with sporadic DCM. The functions of the best candidate genes at these loci suggest that proteostasis regulation might play a role in DCM pathophysiology.

  • Publication

    Comprehensive molecular characterization of gastric adenocarcinoma

    (2014) Bass, Adam J.; Thorsson, Vesteinn; Shmulevich, Ilya; Reynolds, Sheila M.; Miller, Michael; Bernard, Brady; Hinoue, Toshinori; Laird, Peter W.; Curtis, Christina; Shen, Hui; Weisenberger, Daniel J.; Schultz, Nikolaus; Shen, Ronglai; Weinhold, Nils; Kelsen, David P.; Bowlby, Reanne; Chu, Andy; Kasaian, Katayoon; Mungall, Andrew J.; Robertson, A. Gordon; Sipahimalani, Payal; Cherniack, Andrew; Getz, Gad; Liu, Yingchun; Noble, Michael S.; Pedamallu, Chandra; Sougnez, Carrie; Taylor-Weiner, Amaro; Akbani, Rehan; Lee, Ju-Seog; Liu, Wenbin; Mills, Gordon B.; Yang, Da; Zhang, Wei; Pantazi, Angeliki; Parfenov, Michael; Gulley, Margaret; Piazuelo, M. Blanca; Schneider, Barbara G.; Kim, Jihun; Boussioutas, Alex; Sheth, Margi; Demchok, John A.; Rabkin, Charles S.; Willis, Joseph E.; Ng, Sam; Garman, Katherine; Beer, David G.; Pennathur, Arjun; Raphael, Benjamin J.; Wu, Hsin-Ta; Odze, Robert; Kim, Hark K.; Bowen, Jay; Leraas, Kristen M.; Lichtenberg, Tara M.; Weaver, Stephanie; McLellan, Michael; Wiznerowicz, Maciej; Sakai, Ryo; Lawrence, Michael S.; Cibulskis, Kristian; Lichtenstein, Lee; Fisher, Sheila; Gabriel, Stacey B.; Lander, Eric S.; Ding, Li; Niu, Beifang; Ally, Adrian; Balasundaram, Miruna; Birol, Inanc; Brooks, Denise; Butterfield, Yaron S. N.; Carlsen, Rebecca; Chu, Justin; Chuah, Eric; Chun, Hye-Jung E.; Clarke, Amanda; Dhalla, Noreen; Guin, Ranabir; Holt, Robert A.; Jones, Steven J.M.; Lee, Darlene; Li, Haiyan A.; Lim, Emilia; Ma, Yussanne; Marra, Marco A.; Mayo, Michael; Moore, Richard A.; Mungall, Karen L.; Nip, Ka Ming; Schein, Jacqueline E.; Tam, Angela; Thiessen, Nina; Beroukhim, Rameen; Carter, Scott L.; Cherniack, Andrew D.; Cho, Juok; DiCara, Daniel; Frazer, Scott; Gehlenborg, Nils; Heiman, David I.; Jung, Joonil; Kim, Jaegil; Lin, Pei; Meyerson, Matthew; Ojesina, Akinyemi I.; Pedamallu, Chandra Sekhar; Saksena, Gordon; Schumacher, Steven E.; Stojanov, Petar; Tabak, Barbara; Voet, Doug; Rosenberg, Mara; Zack, Travis I.; Zhang, Hailei; Zou, Lihua; Protopopov, Alexei; Santoso, Netty; Lee, Semin; Zhang, Jianhua; Mahadeshwar, Harshad S.; Tang, Jiabin; Ren, Xiaojia; Seth, Sahil; Yang, Lixing; Xu, Andrew W.; Song, Xingzhi; Xi, Ruibin; Bristow, Christopher A.; Hadjipanayis, Angela; Seidman, Jonathan; Chin, Lynda; Park, Peter; Kucherlapati, Raju; Ling, Shiyun; Rao, Arvind; Weinstein, John N.; Kim, Sang-Bae; Lu, Yiling; Mills, Gordon; Bootwalla, Moiz S.; Lai, Phillip H.; Triche, Timothy; Van Den Berg, David J.; Baylin, Stephen B.; Herman, James G.; Murray, Bradley A.; Askoy, B. Arman; Ciriello, Giovanni; Dresdner, Gideon; Gao, Jianjiong; Gross, Benjamin; Jacobsen, Anders; Lee, William; Ramirez, Ricardo; Sander, Chris; Senbabaoglu, Yasin; Sinha, Rileen; Sumer, S. Onur; Sun, Yichao; Thorsson, Vésteinn; Iype, Lisa; Kramer, Roger W.; Kreisberg, Richard; Rovira, Hector; Tasman, Natalie; Ng, Santa Cruz Sam; Haussler, David; Stuart, Josh M.; Verhaak, Roeland G.W.; Leiserson, Mark D. M.; Taylor, Barry S.; Black, Aaron D.; Carney, Julie Ann; Gastier-Foster, Julie M.; Helsel, Carmen; McAllister, Cynthia; Ramirez, Nilsa C.; Tabler, Teresa R.; Wise, Lisa; Zmuda, Erik; Penny, Robert; Crain, Daniel; Gardner, Johanna; Lau, Kevin; Curely, Erin; Mallery, David; Morris, Scott; Paulauskis, Joseph; Shelton, Troy; Shelton, Candace; Sherman, Mark; Benz, Christopher; Lee, Jae-Hyuk; Fedosenko, Konstantin; Manikhas, Georgy; Potapova, Olga; Voronina, Olga; Belyaev, Smitry; Dolzhansky, Oleg; Rathmell, W. Kimryn; Brzezinski, Jakub; Ibbs, Matthew; Korski, Konstanty; Kycler, Witold; ŁaŸniak, Radoslaw; Leporowska, Ewa; Mackiewicz, Andrzej; Murawa, Dawid; Murawa, Pawel; Spychała, Arkadiusz; Suchorska, Wiktoria M.; Tatka, Honorata; Teresiak, Marek; Abdel-Misih, Raafat; Bennett, Joseph; Brown, Jennifer; Iacocca, Mary; Rabeno, Brenda; Kwon, Sun-Young; Kemkes, Ariane; Curley, Erin; Alexopoulou, Iakovina; Engel, Jay; Bartlett, John; Albert, Monique; Park, Do-Youn; Dhir, Rajiv; Luketich, James; Landreneau, Rodney; Janjigian, Yelena Y.; Cho, Eunjung; Ladanyi, Marc; Tang, Laura; McCall, Shannon J.; Park, Young S.; Cheong, Jae-Ho; Ajani, Jaffer; Camargo, M. Constanza; Alonso, Shelley; Ayala, Brenda; Jensen, Mark A.; Pihl, Todd; Raman, Rohini; Walton, Jessica; Wan, Yunhu; Eley, Greg; Mills Shaw, Kenna R.; Tarnuzzer, Roy; Wang, Zhining; Yang, Liming; Zenklusen, Jean Claude; Davidsen, Tanja; Hutter, Carolyn M.; Sofia, Heidi J.; Burton, Robert; Chudamani, Sudha; Liu, Jia

    Gastric cancer is a leading cause of cancer deaths, but analysis of its molecular and clinical characteristics has been complicated by histological and aetiological heterogeneity. Here we describe a comprehensive molecular evaluation of 295 primary gastric adenocarcinomas as part of The Cancer Genome Atlas (TCGA) project. We propose a molecular classification dividing gastric cancer into four subtypes: tumours positive for Epstein–Barr virus, which display recurrent PIK3CA mutations, extreme DNA hypermethylation, and amplification of JAK2, CD274 (also known as PD-L1) and PDCD1LG2 (also knownasPD-L2); microsatellite unstable tumours, which show elevated mutation rates, including mutations of genes encoding targetable oncogenic signalling proteins; genomically stable tumours, which are enriched for the diffuse histological variant and mutations of RHOA or fusions involving RHO-family GTPase-activating proteins; and tumours with chromosomal instability, which show marked aneuploidy and focal amplification of receptor tyrosine kinases. Identification of these subtypes provides a roadmap for patient stratification and trials of targeted therapies.

  • Publication

    A Broad Phenotypic Screen Identifies Novel Phenotypes Driven by a Single Mutant Allele in Huntington’s Disease CAG Knock-In Mice

    (Public Library of Science, 2013) Hölter, Sabine M.; Stromberg, Mary; Kovalenko, Marina; Garrett, Lillian; Glasl, Lisa; Lopez, Edith; Guide, Jolene; Götz, Alexander; Hans, Wolfgang; Becker, Lore; Rathkolb, Birgit; Rozman, Jan; Schrewed, Anja; Klingenspor, Martin; Klopstock, Thomas; Schulz, Holger; Wolf, Eckhard; Wursta, Wolfgang; Gillis, Tammy; Wakimoto, Hiroko; Seidman, Jonathan; MacDonald, Marcy; Cotman, Susan; Gailus-Durner, Valérie; Fuchs, Helmut; de Angelis, Martin Hrabě; Lee, Jong-Min; Wheeler, Vanessa

    Huntington’s disease (HD) is an autosomal dominant neurodegenerative disorder caused by the expansion of a CAG trinucleotide repeat in the HTT gene encoding huntingtin. The disease has an insidious course, typically progressing over 10-15 years until death. Currently there is no effective disease-modifying therapy. To better understand the HD pathogenic process we have developed genetic HTT CAG knock-in mouse models that accurately recapitulate the HD mutation in man. Here, we describe results of a broad, standardized phenotypic screen in 10-46 week old heterozygous HdhQ111 knock-in mice, probing a wide range of physiological systems. The results of this screen revealed a number of behavioral abnormalities in HdhQ111/+ mice that include hypoactivity, decreased anxiety, motor learning and coordination deficits, and impaired olfactory discrimination. The screen also provided evidence supporting subtle cardiovascular, lung, and plasma metabolite alterations. Importantly, our results reveal that a single mutant HTT allele in the mouse is sufficient to elicit multiple phenotypic abnormalities, consistent with a dominant disease process in patients. These data provide a starting point for further investigation of several organ systems in HD, for the dissection of underlying pathogenic mechanisms and for the identification of reliable phenotypic endpoints for therapeutic testing.

  • Publication

    De novo mutations in histone modifying genes in congenital heart disease

    (2013) Zaidi, Samir; Choi, Murim; Wakimoto, Hiroko; Ma, Lijiang; Jiang, Jianming; Overton, John D.; Romano-Adesman, Angela; Bjornson, Robert D.; Breitbart, Roger E.; Brown, Kerry K.; Carriero, Nicholas J.; Cheung, Yee Him; Deanfield, John; DePalma, Steven; Fakhro, Khalid A.; Glessner, Joseph; Hakonarson, Hakon; Italia, Michael; Kaltman, Jonathan R.; Kaski, Juan; Kim, Richard; Kline, Jennie K.; Lee, Teresa; Leipzig, Jeremy; Lopez, Alexander; Mane, Shrikant M.; Mitchell, Laura E.; Newburger, Jane W.; Parfenov, Michael; Pe'er, Itsik; Porter, George; Roberts, Amy; Sachidanandam, Ravi; Sanders, Stephan J.; Seiden, Howard S.; State, Mathew W.; Subramanian, Sailakshmi; Tikhonova, Irina R.; Wang, Wei; Warburton, Dorothy; White, Peter S.; Williams, Ismee A.; Zhao, Hongyu; Seidman, Jonathan; Brueckner, Martina; Chung, Wendy K.; Gelb, Bruce D.; Goldmuntz, Elizabeth; Seidman, Christine; Lifton, Richard P.

    Congenital heart disease (CHD) is the most frequent birth defect, affecting 0.8% of live births1. Many cases occur sporadically and impair reproductive fitness, suggesting a role for de novo mutations. By analysis of exome sequencing of parent-offspring trios, we compared the incidence of de novo mutations in 362 severe CHD cases and 264 controls. CHD cases showed a significant excess of protein-altering de novo mutations in genes expressed in the developing heart, with an odds ratio of 7.5 for damaging mutations. Similar odds ratios were seen across major classes of severe CHD. We found a marked excess of de novo mutations in genes involved in production, removal or reading of H3K4 methylation (H3K4me), or ubiquitination of H2BK120, which is required for H3K4 methylation2–4. There were also two de novo mutations in SMAD2; SMAD2 signaling in the embryonic left-right organizer induces demethylation of H3K27me5. H3K4me and H3K27me mark `poised' promoters and enhancers that regulate expression of key developmental genes6. These findings implicate de novo point mutations in several hundred genes that collectively contribute to ~10% of severe CHD.

  • Publication

    The Role of Cardiac Troponin T Quantity and Function in Cardiac Development and Dilated Cardiomyopathy

    (Public Library of Science, 2008) Ahmad, Ferhaan; Banerjee, Sanjay K.; Lage, Michele L.; Huang, Xueyin N.; Saba, Samir; Rager, Jennifer; Janczewski, Andrzej M.; Tobita, Kimimasa; Tinney, Joseph P.; Moskowitz, Ivan P.; Keller, Bradley B.; Mathier, Michael A.; Shroff, Sanjeev G.; Smith, Stephen H.; Conner, David; Perez-Atayde, Antonio; Seidman, Christine; Seidman, Jonathan

    Background: Hypertrophic (HCM) and dilated (DCM) cardiomyopathies result from sarcomeric protein mutations, including cardiac troponin T (cTnT, TNNT2). We determined whether TNNT2 mutations cause cardiomyopathies by altering cTnT function or quantity; whether the severity of DCM is related to the ratio of mutant to wildtype cTnT; whether Ca2+ desensitization occurs in DCM; and whether absence of cTnT impairs early embryonic cardiogenesis. Methods and Findings: We ablated Tnnt2 to produce heterozygous Tnnt2+/− mice, and crossbreeding produced homozygous null Tnnt2−/− embryos. We also generated transgenic mice overexpressing wildtype (TGWT) or DCM mutant (TGK210Δ) Tnnt2. Crossbreeding produced mice lacking one allele of Tnnt2, but carrying wildtype (Tnnt2+/−/TGWT) or mutant (Tnnt2+/−/TGK210Δ) transgenes. Tnnt2+/− mice relative to wildtype had significantly reduced transcript (0.82±0.06[SD] vs. 1.00±0.12 arbitrary units; p = 0.025), but not protein (1.01±0.20 vs. 1.00±0.13 arbitrary units; p = 0.44). Tnnt2+/− mice had normal hearts (histology, mass, left ventricular end diastolic diameter [LVEDD], fractional shortening [FS]). Moreover, whereas Tnnt2+/−/TGK210Δ mice had severe DCM, TGK210Δ mice had only mild DCM (FS 18±4 vs. 29±7%; p<0.01). The difference in severity of DCM may be attributable to a greater ratio of mutant to wildtype Tnnt2 transcript in Tnnt2+/−/TGK210Δ relative to TGK210Δ mice (2.42±0.08, p = 0.03). Tnnt2+/−/TGK210Δ muscle showed Ca2+ desensitization (pCa50 = 5.34±0.08 vs. 5.58±0.03 at sarcomere length 1.9 µm, p<0.01), but no difference in maximum force generation. Day 9.5 Tnnt2−/− embryos had normally looped hearts, but thin ventricular walls, large pericardial effusions, noncontractile hearts, and severely disorganized sarcomeres. Conclusions: Absence of one Tnnt2 allele leads to a mild deficit in transcript but not protein, leading to a normal cardiac phenotype. DCM results from abnormal function of a mutant protein, which is associated with myocyte Ca2+ desensitization. The severity of DCM depends on the ratio of mutant to wildtype Tnnt2 transcript. cTnT is essential for sarcomere formation, but normal embryonic heart looping occurs without contractile activity.

  • Publication

    Dissecting Spatio-Temporal Protein Networks Driving Human Heart Development and Related Disorders

    (Nature Publishing Group, 2010) Lage, Kasper; Møllgård, Kjeld; Greenway, Steven; Workman, Christopher T; Bendsen, Eske; Hansen, Niclas T; Rigina, Olga; Roque, Francisco S; Wiese, Cornelia; Christoffels, Vincent M; Tommerup, Niels; Brunak, Søren; Larsen, Lars A; Wakimoto, Hiroko; Gorham, Joshua; Roberts, Amy; Smoot, Leslie; Pu, William; Donahoe, Patricia; Seidman, Christine; Seidman, Jonathan

    Aberrant organ development is associated with a wide spectrum of disorders, from schizophrenia to congenital heart disease, but systems-level insight into the underlying processes is very limited. Using heart morphogenesis as general model for dissecting the functional architecture of organ development, we combined detailed phenotype information from deleterious mutations in 255 genes with high-confidence experimental interactome data, and coupled the results to thorough experimental validation. Hereby, we made the first systematic analysis of spatio-temporal protein networks driving many stages of a developing organ identifying several novel signaling modules. Our results show that organ development relies on surprisingly few, extensively recycled, protein modules that integrate into complex higher-order networks. This design allows the formation of a complicated organ using simple building blocks, and suggests how mutations in the same genes can lead to diverse phenotypes. We observe a striking temporal correlation between organ complexity and the number of discrete functional modules coordinating morphogenesis. Our analysis elucidates the organization and composition of spatio-temporal protein networks that drive the formation of organs, which in the future may lay the foundation of novel approaches in treatments, diagnostics, and regenerative medicine.