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241 citation(s) found for "Tung, NM".

Abstract A011: First-in-man clinical trial of intratumoral injection of Clostridiumnovyi-NT spores in patients with treatment-refractory advanced solid tumors: Safety, activity, and immune responses
Jankú, Filip , Gounder, Mrinal M. , Pezeshki, Abdul Mohammad, Piha‐Paul, Sarina A. , Raina, Anjali, Leontovich, Alexey A. , DeCrescenzo, Gary, Kreider, Brent L. , Tung, David, Varterasian, Mary , Zhang, Halle H., Khazaie, Khashayarsha , Murthy, Ravi , Wang‐Gillam, Andrea , Shepard, Dale R. , Hong, David S. , Piha-Paul, Sarina A

Cancer Immunology Research | February 4, 2019 | Volume: 7 | Issue: 2_Supplement | Pages: A011-A011

10.1158/2326-6074.cricimteatiaacr18-a011 Get It

Abstract Bacteriolytic strategies offer unique advantages to combat a broad range of cancers often refractive to conventional chemotherapies and/or radiotherapies. C. novyi-NT is an attenuated strain of Clostridium novyi, a spore-forming, gram-positive, obligate anaerobe that lacks a lethal alpha- toxin, expressed by the parental strain. When administered intravenously or intratumorally with percutaneous injection, C. novyi-NT colonizes and replicates within the hypoxic region of the tumors, eliciting robust, tumor-confined cell lysis. In this first-in-man phase 1 study, patients with injectable treatment-refractory solid tumors received a single intratumoral injection of C. novyi-NT spores across 6 dose cohorts (spore concentrations of 104, 3x104, 105, 3x105, 106, 3x106) using a 3+3 trial design. The primary endpoints were to assess the safety profile, the dose limiting toxicity, and the maximum tolerated dose of C. novyi-NT. Key secondary endpoints included assessments of the preliminary antitumor activity of the injected tumor, an overall response evaluated by RECIST v. 1.1, and the host immune and inflammatory response to C. novyi-NT. Twenty-four patients were enrolled between November, 2013 and April, 2017. A single intratumoral injection of C. novyi-NT led to germination and resultant tumor lysis of injected tumor masses in 46% of patients across all dosing cohorts. The cohort 5 dose of 106 spores was defined as the maximum tolerated dose. Dose-limiting toxicities were grade 4 sepsis and grade 4 gas gangrene (n=1), all in patients with germination. In the 22 evaluable patients, 21 (95%) had stable disease (SD) as the best response for the injected lesion (tumor shrinkage of > 10% was observed in 21% of patients) and 19 (86%) had overall SD as the best response per RECIST 1.1. C. novyi-NT injection resulted in transient serum cytokine responses consistent with inflammasome activity, activation of innate immunity, tissue remodeling, and angiogenesis. Tumor antigen specific ELISPOT assays pre- and post- treatment documented enhanced secretion of IFNγ and TNFα by circulating T-cells, indicating improved systemic tumor specific T-cell responses. Multiparametric in situ immunostaining of core biopsies suggested improved immune cell infiltration in metastatic lesions. These early signs of improved antitumor activity in patients with advanced solid tumors have encouraged a new trial of C. novyi-NT in combination with immune checkpoint inhibitors. Citation Format: Filip Janku, Mrinal Gounder, Abdul Mohammad Pezeshki, Ravi Murthy, Andrea Wang-Gillam, Dale Shepard, David S. Hong, Sarina A. Piha-Paul, Anjali Raina, Alexey A. Leontovich, Gary DeCrescenzo, Brent L. Kreider, David Tung, Mary Varterasian, Halle H. Zhang, Khashayarsha Khazaie. First-in-man clinical trial of intratumoral injection of Clostridiumnovyi-NT spores in patients with treatment-refractory advanced solid tumors: Safety, activity, and immune responses [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr A011.
CanStem111P trial: A phase III study of napabucasin (BBI-608) plus nab-paclitaxel (nab-PTX) with gemcitabine (gem) in adult patients with metastatic pancreatic adenocarcinoma (mPDAC).
O’Neil, Bert H. , Borodyansky, Laura, Li, Chiang, Bekaii‐Saab, Tanios , Li, Chung‐Pin , Okusaka, Takuji , Reni, Michele , Tabernero, Josep , Qin, Shukui , Cutsem, Eric Van

Journal of Clinical Oncology | September 6, 2018 | Volume: 35 | Issue: 15_suppl | Pages: TPS4148-TPS4148

10.1200/jco.2017.35.15_suppl.tps4148 Get It

TPS4148 Background: Cancer stem cells are considered to be fundamentally important for resistance to therapy, recurrence and metastasis. Napabucasin is a first-in-class cancer stemness inhibitor identified by its ability to inhibit STAT3-driven gene transcription and spherogenesis of cancer stem cells (Li et al, PNAS 112(6):1839, 2015). Preclinical studies suggest that napabucasin sensitizes heterogeneous cancer cells to chemotherapeutic agents, including nab-PTX and gem. Encouraging anticancer activity in mPDAC was observed in a phase Ib (El-Rayes et al, ASCO 2016) study of 37 pts, reporting 93% (28/30) disease control rate (DCR) and 50% (15/30) overall response rate (ORR), with 1 complete and 14 partial responses and prolonged disease control ( > 24 wks) in 57% (17/30) of pts who have had a RECIST evaluation. On the basis of these data, a phase III trial is being conducted in North America, Europe, Australia and Asia. Methods: This study (ClinicalTrials.gov NCT02993731) will assess the efficacy of napabucasin+nab-PTX+gem vs nab-PTX+gem in pts with mPDAC (n = 1132). Pts must have been diagnosed with mPDAC < 6 weeks prior to randomization and not have received treatment for metastatic disease. Pts are randomized in a 1:1 ratio to receive napabucasin 240 mg PO twice daily continuously plus nab-PTX+gem IV weekly for 3 out every 4 weeks, or nab-PTX+gem IV weekly for 3 out every 4 weeks. Pts will be stratified by geography, performance status and presence of liver metastases. Treatment will continue until disease progression, death, intolerability or patient/investigator decision to stop. Primary endpoint is overall survival (OS) in the general study population (HR 0.80 for OS improvement from 8.5 to 10.63 months); secondary endpoints include progression free survival (PFS), OS and PFS in the biomarker positive sub-population, ORR and DCR, safety and quality of life. In addition, blood and tumor archival tissue will be assessed for pharmacokinetic and biomarker analyses. Global enrollment is underway. Clinical trial information: NCT02993731.
TBCRC 022: Phase II trial of neratinib + capecitabine for patients (Pts) with human epidermal growth factor receptor 2 (HER2+) breast cancer brain metastases (BCBM).
Gelman, Rebecca , Melisko, Michelle , Blackwell, Kimberly , Connolly, Roisín M. , Poznak, Catherine Van , Puhalla, Shannon, Farooq, Sarah , Cropp, Anne B., Cotter, Christine M., Liu, Minetta C. , Krop, Ian E. , Nangia, Julie R. , Freedman, Rachel A. , Anders, Carey K. , Moy, Beverly , Niravath, Polly Ann , Tung, Nadine , Wolff, Antonio C. , Winer, Eric P. , Lin, Nancy U.

Journal of Clinical Oncology | September 6, 2018 | Volume: 35 | Issue: 15_suppl | Pages: 1005-1005

10.1200/jco.2017.35.15_suppl.1005 Get It

1005 Background: Evidence-based treatments (tx) for metastatic, HER2+ BCBM are limited. We previously found a central nervous system (CNS) objective response rate (ORR) of 8% (95% CI 2-22%) for the irreversible, EGFR/HER2-targeted kinase inhibitor, neratinib. To enhance CNS activity, we evaluated the combination of neratinib + capecitabine in a subsequent cohort, and report results here. Methods: Pts with measurable BCBM (≥ 1 cm in longest dimension) and no prior lapatinib or capecitabine were eligible. All but 3 had CNS progression after local CNS tx. During 21 day cycles, pts received capecitabine 750 mg/m2 twice daily x 14 days followed by 7 days off + neratinib 240 mg orally once daily. Loperamide prophylaxis (16 mg total daily) was recommended during cycle 1. Brain MRI and non-CNS imaging were repeated every 2 cycles until 18 wks, then every 3 cycles. The primary endpoint was composite CNS ORR, requiring all of the following: ≥50% reduction in volumetric sum of target CNS lesions (central review, VORR), no progression of non-target or non-CNS lesions, no new lesions, no escalating steroids, and no progressive neurologic signs/symptoms. We used a two-stage design with hypotheses ORR 15% and 35% (error rates 5% and 20%), responses in ≥5/19 pts to enter 2ndstage; responses in ≥9/35 [26%] pts to be promising. Results: 39 pts enrolled between 4/2014-11/2016 (2 withdrew before tx, 37 analyzed); median age 51, median prior metastatic lines 2 (range 0-6), 65% had prior WBRT. As of 11/15/16, 23 (62%) patients are alive and 7 remain on protocol tx; median number of cycles initiated = 5 (range 1-26). 18 women (49%) had a VORR (95% CI 32-66%, neurologic exams not yet available on all pts). Overall 12-month survival is 63% (95% CI 43%-77%); 4/7 pts still on protocol therapy have not yet reached 6 cycles. No pts had grade 4 toxicity; 18 (49%) had grade 3 toxicity, with diarrhea most common (32%), and 6 pts discontinued tx for toxicity. Conclusions: The combination of neratinib and capecitabine is active for BCBM with VORR in nearly half of pts, supporting further development of the regimen for BCBM. Updated results will be presented at the meeting. Clinical trial information: NCT01494662.
EORTC QLQ-C30 (QLQ-C30) symptoms in patients (pts) with HER2-negative metastatic breast cancer (mBC) and a germline BRCA mutation (gBRCAm) receiving olaparib vs chemotherapy treatment of physician’s choice (TPC) in OlympiAD.
Ruddy, Kathryn J. , Li, Wei , Goessl, Carsten, Degboe, Arnold, Hettle, Robert , Robson, Mark E. , Im, Seock‐Ah , Senkus, Elżbieta , Xu, Binghe , Domchek, Susan M. , Masuda, Norikazu , Tung, Nadine , Armstrong, Anne Caroline , Bannister, Wendy P. , Conte, PierFranco

Journal of Clinical Oncology | September 5, 2018 | Volume: 36 | Issue: 15_suppl | Pages: 1045-1045

10.1200/jco.2018.36.15_suppl.1045 Get It

Inguinal and scrotal extramammary Paget’s disease: 18F-FDG PET/CT imaging
Tung, Kelly, Nguyen, Ba D.

Radiologia Brasileira | July 27, 2018 | Volume: 51 | Issue: 3 | Pages: 204-205

10.1590/0100-3984.2016.0144 | PMID 29991846 Get It

A Transcriptome-Wide Association Study Among 97,898 Women to Identify Candidate Susceptibility Genes for Epithelial Ovarian Cancer Risk
Lu, Yingchang , Beeghly‐Fadiel, Alicia, Wu, Lang , Li, Bingshan , Schildkraut, Joellen M. , Im, Hae Kyung , Chen, Y. Ann , Permuth, Jennifer B. , Reid, Brett M. , Teer, Jamie K. , Moysich, Kirsten B., Andrulis, Irene L. , Barkardóttir, Rósa B. , Benı́tez, Javier , Caldés, Trinidad , Chang‐Claude, Jenny , Claes, Kathleen , Daly, Mary B., DeFazio, Anna , Dörk, Thilo , Easton, Douglas F. , Eccles, Diana M., Fasching, Peter A. , Fortner, Renée T. , Fountzilas, George , Friedman, Eitan , Ganz, Patricia A. , Goldgar, David E., Goodman, Marc T. , Greene, Mark H. , Hamann, Ute, Heitz, Florian , Hildebrandt, Michelle A.T., Høgdall, Claus , Hulick, Peter J. , Huntsman, David G. , Imyanitov, Evgeny N., Jakubowska, Anna , James, Paul A. , Kelemen, Linda E., Kwong, Ava , Le, Nhu D., Lesueur, Fabienne , May, Taymaa, McGuffog, Lesley, McNeish, Iain A. , Merritt, Melissa A. , Montagna, Marco , Ņikitina-Zaķe, Liene , Offit, Kenneth, Oláh, Edith , Olopade, Olufunmilayo I. , Olsson, Håkan , Osório, Ana , Park, Sue K. , Peeters, Petra H.M. , Peterlongo, Paolo , Phelan, Catherine M., Pujana, Miguel Ángel , Ramus, Susan J. , Rennert, Gad , Rodriguez, Gustavo C. , Rodríguez‐Antona, Cristina , Romieu, Isabelle , Rookus, Matti A. , Rossing, Mary Anne, Rzepecka, Iwona K. , Schmutzler, Rita K., Sieh, Weiva , Simard, Jacques , Song, Honglin , Sutphen, Rebecca , Swerdlow, Anthony J. , Teixeira, Manuel R. , Teo, Soo‐Hwang , Thomassen, Mads , Trichopoulou, Antonia , Tworoger, Shelley S. , Rensburg, Elizabeth J. van , Vega, Ana , Edwards, Digna Velez, Webb, Penelope M. , Weitzel, Jeffrey N. , Wentzensen, Nicolas , Wu, Anna H. , Zorn, Kristin K. , Gayther, Simon A. , Antoniou, Antonis C. , Goode, Ellen L. , Chenevix‐Trench, Georgia , Sellers, Thomas A. , Long, Jirong , Durocher, Francine , Eccles, Diana , Permuth, Jennifer B , Teer, Jamie K , Barnes, Daniel R , Caldes, Trinidad , Caligo, Maria A , Chang-Claude, Jenny , Fazio, Anna de , Dennis, Joe , Fasching, Peter A , Fortner, Renée T , Garber, J. E. , Giles, Graham G , Greene, Mark H , Hulick, Peter J , Isaacs, Claudine , James, Paul , Kiemeney, Lambertus A , Kjaer, Susanne K , Leslie, Goska , Lesueur, Fabienne , McNeish, Iain A , Nevanlinna, H , Nussbaum, Robert , Park, Sue K , Parsons, Michael T , Peterlongo, Paolo , Pujana, Miquel Angel , Ramus, Susan J , Rennert, Gad , Rodríguez-Antona, Cristina , Sandler, Dale P , Spurdle, Amanda B , Teixeira, Manuel R , Teo, Soo H , Tworoger, Shelley S , van Rensburg, Elizabeth J , Vanderstichele, Adriaan , Webb, Penelope M , Wolk, Alicja , Dörk, Thilo , Eccles, Diana , Swerdlow, Anthony J , Moysich, Kirsten , Vega, Ana , Weitzel, Jeffrey N , Claes, Kathleen B M , Olopade, Olufunmilayo I , Heitz, Florian , Jakubowska, Anna , Sieh, Weiva , Benitez, Javier , Montagna, Marco , Simard, Jacques , Chenevix-Trench, Georgia , Høgdall, Claus K , Goodman, Marc T , Beeghly‐Fadiel, Alicia , Guo, Xingyi , Moysich, Kirsten B. , Anton‐Culver, Hoda , Arun, Banu , Bandera, Elisa V. , Barnes, Daniel R. , Bjørge, Line , Brenton, James D. , Bützow, Ralf C. , Caligo, Maria A. , Campbell, Ian , Couch, Fergus J. , Cramer, Daniel W. , Dı́ez, Orland , Domchek, Susan M. , Garber, Judy E. , Giles, Graham G. , Godwin, Andrew K. , Gronwald, Jacek , Hildebrandt, Michelle A.T. , Hollestelle, Antoinette , Isaacs, Claudine , Karlan, Beth Y. , Kiemeney, Lambertus A. , Kjær, Susanne K. , Leslie, Goska , Levine, Douglas A. , Mattiello, Amalia , Modugno, Francesmary , Neuhausen, Susan L. , Nevanlinna, Heli , Nielsen, Finn Cilius , Nussbaum, Robert L. , Olson, Sara H. , Parsons, Michael T. , Pejovic, Tanja B. , Risch, Harvey A. , Sandler, Dale P. , Setiawan, Veronica Wendy , Sharma, Priyanka , Singer, Christian F. , Southey, Melissa C. , Spurdle, Amanda B. , Tischkowitz, Marc D. , Toland, Amanda Ewart , Tung, Nadine , Vanderstichele, Adriaan , Edwards, Digna R. Velez , White, Emily , Wolk, Alicja , Yannoukakos, Drakoulis , Berchuck, Andrew , Pharoah, Paul D.P. , Zheng, Wei , Kwong, Ava , Im, H K

Cancer Research | July 27, 2018 | Volume: 78 | Issue: 18 | Pages: 5419-5430

10.1158/0008-5472.can-18-0951 | PMID 30054336 Get It

Abstract Large-scale genome-wide association studies (GWAS) have identified approximately 35 loci associated with epithelial ovarian cancer (EOC) risk. The majority of GWAS-identified disease susceptibility variants are located in noncoding regions, and causal genes underlying these associations remain largely unknown. Here, we performed a transcriptome-wide association study to search for novel genetic loci and plausible causal genes at known GWAS loci. We used RNA sequencing data (68 normal ovarian tissue samples from 68 individuals and 6,124 cross-tissue samples from 369 individuals) and high-density genotyping data from European descendants of the Genotype-Tissue Expression (GTEx V6) project to build ovarian and cross-tissue models of genetically regulated expression using elastic net methods. We evaluated 17,121 genes for their cis-predicted gene expression in relation to EOC risk using summary statistics data from GWAS of 97,898 women, including 29,396 EOC cases. With a Bonferroni-corrected significance level of P &lt; 2.2 × 10−6, we identified 35 genes, including FZD4 at 11q14.2 (Z = 5.08, P = 3.83 × 10−7, the cross-tissue model; 1 Mb away from any GWAS-identified EOC risk variant), a potential novel locus for EOC risk. All other 34 significantly associated genes were located within 1 Mb of known GWAS-identified loci, including 23 genes at 6 loci not previously linked to EOC risk. Upon conditioning on nearby known EOC GWAS-identified variants, the associations for 31 genes disappeared and three genes remained (P &lt; 1.47 × 10−3). These data identify one novel locus (FZD4) and 34 genes at 13 known EOC risk loci associated with EOC risk, providing new insights into EOC carcinogenesis. Significance: Transcriptomic analysis of a large cohort confirms earlier GWAS loci and reveals FZD4 as a novel locus associated with EOC risk. Cancer Res; 78(18); 5419–30. ©2018 AACR.
Height and Body Mass Index as Modifiers of Breast Cancer Risk in BRCA1/2 Mutation Carriers: A Mendelian Randomization Study
Qian, Frank , Wang, Shengfeng , McGuffog, Lesley, Barrowdale, Daniel , Oosterwijk, Jan C., Evans, D. Gareth , Engel, Christoph , Kast, Karin, Aalfs, Cora M. , Adank, Muriel A. , Agnarsson, Bjarni A. , Aittomäki, Kristiina, Alducci, Elisa, Andrulis, Irene L. , Ausems, Margreet G.E.M. , Azzollini, Jacopo , Barouk-Simonet, Emmanuelle, Belotti, Muriel, Benı́tez, Javier , Berger, Andreas, Borg, Åke , Bradbury, Angela R. , Brunet, Joan , Caldés, Trinidad , Caputo, Sandrine M. , Chiquette, Jocelyne , Collée, J. Margriet, Coupier, Isabelle, Daly, Mary B., Davidson, Rosemarie, Donaldson, Alan, Dorfling, Cecilia M., Eeles, Rosalind A. , Feliubadaló, Lídia , Foretová, Lenka , Fowler, Jeffrey M., Friedman, Eitan , Frost, Debra, Ganz, Patricia A. , García‐Barberán, Vanesa , Glendon, Gord , Gómez, E. , Hahnen, Eric , Hamann, Ute, Henderson, Alex, Hendricks, Carolyn B., Hulick, Peter J. , Imyanitov, Evgeny N., Izatt, Louise , Jakubowska, Anna , Kaczmarek, Katarzyna, Kang, Eunyoung , Kets, Carolien M., Kim, Sung-Won, Kwong, Ava , Laitman, Yael , Lasset, Christine, Lee, Min Hyuk , Lee, Jong Won, Lee, Jihyoun , Lester, Jenny, Lesueur, Fabienne , Loud, Jennifer T. , Mebirouk, Noura, Meijers‐Heijboer, Hanne , Meindl, Alfons , Montagna, Marco , Mooij, Thea M. , Mouret‐Fourme, Emmanuelle, Nathanson, Katherine L. , Niederacher, Dieter , Offit, Kenneth, Oláh, Edith , Ong, Kai-Ren, Ottini, Laura , Park, Sue K. , Peterlongo, Paolo , Pfeiler, Georg , Phelan, Catherine M., Poppe, Bruce , Pradhan, Nisha , Radice, Paolo , Ramus, Susan J. , Rantala, Johanna, Rodriguez, Gustavo C. , Schmutzler, Rita K., Selkirk, Christina G. , Shah, Payal D. , Simard, Jacques , Sutter, Christian , Tan, Yen Y. , Teixeira, R , Teo, Soo‐Hwang , Terry, Mary Beth , Thomassen, Mads , Toland, Amanda Ewart, Tucker, Kathy , Engelen, Klaartje van , Rensburg, Elizabeth J. van , Wang‐Gohrke, Shan , Wappenschmidt, Barbara , Weitzel, Jeffrey N. , Collaborators, GEMO Study, HEBON, EMBRACE, Greene, Mark H. , Rookus, Matti A. , Easton, Douglas F. , Chenevix‐Trench, Georgia , Antoniou, Antonis C. , Goldgar, David E., Olopade, Olufunmilayo I. , Huo, Dezheng , Durocher, Francine , Teixeira, Manuel R. , Mitchell, Jonathan A. , Białkowska, Katarzyna , Hulick, Peter J , Lesueur, Fabienne , Peterlongo, Paolo , Ramus, Susan J , Teixeira, Manuel R , Teo, Soo H , van Rensburg, Elizabeth J , Radice, Paolo , Weitzel, Jeffrey N , Azzollini, Jacopo , Brunet, Joan , Eeles, Rosalind A , Evans, D Gareth , Olopade, Olufunmilayo I , Jakubowska, Anna , Nathanson, Katherine L , Barrowdale, Daniel , Benitez, Javier , Engel, Christoph , Montagna, Marco , Simard, Jacques , Chenevix-Trench, Georgia , Ottini, Laura , Mitchell, Jonathan S. , Leslie, Goska , Chung, Wendy K. , Adlard, Julian , Arun, Banu , Barwell, Julian , Borg, Åke , Buys, Saundra S. , Caligo, Maria A. , Campbell, Ian , Claes, Kathleen , Couch, Fergus J. , Dı́ez, Orland , Domchek, Susan M. , Garber, Judy E. , Godwin, Andrew K. , Gronwald, Jacek , Hopper, John L. , Isaacs, Claudine , Izquierdo, Á. , Karlan, Beth Y. , Kim, Sung-Won , Lasset, Christine , Lubiński, Jan , Meindl, Alfons , Miller, Austin , Morrison, Patrick J. , Neuhausen, Susan L. , Nevanlinna, Heli , Nielsen, Finn Cilius , Nussbaum, Robert L. , Robson, Mark E. , Singer, Christian F. , Giles, Graham G , Stoppa‐Lyonnet, Dominique , Tischkowitz, Marc D. , Toland, Amanda Ewart , Tung, Nadine , Asperen, Christi J. van , Yannoukakos, Drakoulis , Collaborators, GEMO Study, HEBON, EMBRACE, Rebbeck, Timothy R. , Feliubadaló, Lidia , Gómez-García, Encarna B , Terry, Mary Beth , Kwong, Ava

JNCI: Journal of the National Cancer Institute | July 3, 2018 | Volume: 111 | Issue: 4 | Pages: 350-364

10.1093/jnci/djy132 | PMID 30312457 Get It

Evaluation of the Impact of a senior mentor program on medical students’ geriatric knowledge and attitudes toward older adults
Garza, Maria Mendoza de la , Tieu, Christina, Schroeder, Darrell R. , Lowe, Kathleen, Tung, Ericka E. , Mendoza De La Garza, Maria, Schroeder, Darrell, Tung, Ericka, Schroeder, Darrell

Gerontology & Geriatrics Education | June 18, 2018 | Volume: 39 | Issue: 3 | Pages: 316-325

10.1080/02701960.2018.1484736 | PMID 29912653 Get It

AA9int: SNP interaction pattern search using non-hierarchical additive model set
Tung, Heng-Yuan, Sellers, Thomas A. , Pow‐Sang, Julio M. , Eeles, Rosalind A. , Easton, Doug , Olama, Ali Amin Al , Benlloch, Sara, Muir, Kenneth , Grönberg, Henrik , Haiman, Christopher A. , Schleutker, Johanna , Nordestgaard, Børge G. , Travis, Ruth C. , Hamdy, Freddie C. , Neal, David E. , Pashayan, Nora , Stanford, Janet L. , Blot, William J. , Thibodeau, Stephen N. , Maier, Christiane, Kibel, Adam S. , Brenner, Hermann , Kaneva, Radka , Batra, Jyotsna , Teixeira, Manuel R. , Pandha, Hardev, Lu, Yong‐Jie , Teixeira, Manuel R , Eeles, Rosalind A , Muir, Kenneth , Schleutker, Johanna , Travis, Ruth C , Pashayan, Nora , Brenner, Hermann , Lin, Hui‐Yi , Huang, Po‐Yu , Chen, Dung‐Tsa , Easton, Douglas F. , Kote‐Jarai, Zsofia , Giles, Graham G. , Wiklund, Fredrik E. , Khaw, Kay‐Tee , Cybulski, Cezary , Cannon‐Albright, Lisa , Park, Jong Y. , Batra, Jyotsna

Bioinformatics | June 5, 2018 | Volume: 34 | Issue: 24 | Pages: 4141-4150

10.1093/bioinformatics/bty461 | PMID 29878078 Get It

AbstractMotivationThe use of single nucleotide polymorphism (SNP) interactions to predict complex diseases is getting more attention during the past decade, but related statistical methods are still immature. We previously proposed the SNP Interaction Pattern Identifier (SIPI) approach to evaluate 45 SNP interaction patterns/patterns. SIPI is statistically powerful but suffers from a large computation burden. For large-scale studies, it is necessary to use a powerful and computation-efficient method. The objective of this study is to develop an evidence-based mini-version of SIPI as the screening tool or solitary use and to evaluate the impact of inheritance mode and model structure on detecting SNP–SNP interactions.ResultsWe tested two candidate approaches: the ‘Five-Full’ and ‘AA9int’ method. The Five-Full approach is composed of the five full interaction models considering three inheritance modes (additive, dominant and recessive). The AA9int approach is composed of nine interaction models by considering non-hierarchical model structure and the additive mode. Our simulation results show that AA9int has similar statistical power compared to SIPI and is superior to the Five-Full approach, and the impact of the non-hierarchical model structure is greater than that of the inheritance mode in detecting SNP–SNP interactions. In summary, it is recommended that AA9int is a powerful tool to be used either alone or as the screening stage of a two-stage approach (AA9int+SIPI) for detecting SNP–SNP interactions in large-scale studies.Availability and implementationThe ‘AA9int’ and ‘parAA9int’ functions (standard and parallel computing version) are added in the SIPI R package, which is freely available at https://linhuiyi.github.io/LinHY_Software/.Supplementary informationSupplementary data are available at Bioinformatics online.