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41 citation(s) found for "Wu, Cheng–Chia".

Stereotactic radiosurgery with versus without prior Onyx embolization for brain arteriovenous malformations
Ding, Dale , Lee, Cheng‐Chia , Kearns, Kathryn N. , Pomeraniec, I. Jonathan , Cifarelli, Christopher P. , Arsanious, David, Liščák, Roman , Hanuška, Jaromír, Woo, Shiao Y. , Ironside, Natasha , Burke, Rebecca M. , Warnick, Ronald E. , Mathieu, David , Mureb, Monica , Benjamin, Carolina , Feliciano, Caleb , Rodríguez‐Mercado, Rafael, Cockroft, Kevin M. , Simon, Scott D. , Mackley, Heath B., Zammar, Samer G. , Patel, Neel, Padmanaban, Varun , Beatson, Nathan, Saylany, Anissa , Lee, John Y. K. , Sheehan, Jason P. , _, _, May, Jaromír , Ding, Dale , Mathieu, David , Chen, Ching‐Jen , Williams, Brian J. , Yusuf, Mehran Behruj , Trifiletti, Daniel M. , Kondziolka, Douglas , _, _

Journal of Neurosurgery | December 11, 2020 | Volume: 135 | Issue: 3 | Pages: 742-750

10.3171/2020.7.jns201731 | PMID 33307527 Get It

OBJECTIVE Investigations of the combined effects of neoadjuvant Onyx embolization and stereotactic radiosurgery (SRS) on brain arteriovenous malformations (AVMs) have not accounted for initial angioarchitectural features prior to neuroendovascular intervention. The aim of this retrospective, multicenter matched cohort study is to compare the outcomes of SRS with versus without upfront Onyx embolization for AVMs using de novo characteristics of the preembolized nidus. METHODS The International Radiosurgery Research Foundation AVM databases from 1987 to 2018 were retrospectively reviewed. Patients were categorized based on AVM treatment approach into Onyx embolization (OE) and SRS (OE+SRS) or SRS alone (SRS-only) cohorts and then propensity score matched in a 1:1 ratio. The primary outcome was AVM obliteration. Secondary outcomes were post-SRS hemorrhage, all-cause mortality, radiological and symptomatic radiation-induced changes (RICs), and cyst formation. Comparisons were analyzed using crude rates and cumulative probabilities adjusted for competing risk of death. RESULTS The matched OE+SRS and SRS-only cohorts each comprised 53 patients. Crude rates (37.7% vs 47.2% for the OE+SRS vs SRS-only cohorts, respectively; OR 0.679, p = 0.327) and cumulative probabilities at 3, 4, 5, and 6 years (33.7%, 44.1%, 57.5%, and 65.7% for the OE+SRS cohort vs 34.8%, 45.5%, 59.0%, and 67.1% for the SRS-only cohort, respectively; subhazard ratio 0.961, p = 0.896) of AVM obliteration were similar between the matched cohorts. The secondary outcomes of the matched cohorts were also similar. Asymptomatic and symptomatic embolization-related complication rates in the matched OE+SRS cohort were 18.9% and 9.4%, respectively. CONCLUSIONS Pre-SRS AVM embolization with Onyx does not appear to negatively influence outcomes after SRS. These analyses, based on de novo nidal characteristics, thereby refute previous studies that found detrimental effects of Onyx embolization on SRS-induced AVM obliteration. However, given the risks incurred by nidal embolization using Onyx, this neoadjuvant intervention should be used judiciously in multimodal treatment strategies involving SRS for appropriately selected large-volume or angioarchitecturally high-risk AVMs.
Survival in Patients With Brain Metastases: Summary Report on the Updated Diagnosis-Specific Graded Prognostic Assessment and Definition of the Eligibility Quotient
Sperduto, Paul W. , Mesko, Shane , Li, Jing , Cagney, Daniel , Aizer, Ayal A. , Lin, Nancy U. , Nesbit, Eric , Chan, Jason W., Braunstein, Steve , Breen, Will, Brown, Paul D. , Shi, Diana D. , Soliman, Hany , Sahgal, Arjun , Shanley, Ryan , Sperduto, William , Everett, Ashlyn S. , Boggs, Drexell H. , Masucci, Laura , Plichta, Kristin A. , Buatti, John M. , Jain, Supriya , Gaspar, Laurie E., Wu, Cheng–Chia , Wang, Tony J. C. , Bryant, John , Chuong, Michael D. , An, Yi , Chiang, Veronica , Nakano, Toshimichi , Aizer, Ayal , Chan, Jason , Braunstein, Steve , Breen, Will , Brown, Paul D , Shi, Diana , Shih, Helen A , Shanley, Ryan , Lou, Emil , Everett, Ashlyn , Boggs, Drexell H , Buatti, John M , Jain, Supriya , Wang, Tony J C , Chuong, Michael , An, Yi , Chiang, Veronica , Nakano, Toshimichi , Mehta, Minesh P , Lin, Nancy U , Kruser, Tim J. , Lee, Jessica , Kirkpatrick, John P. , Shih, Helen A. , Lou, Emil , Roberge, David , Remick, Jill S. , Aoyama, Hidefumi , Mehta, Minesh P.

Journal of Clinical Oncology | September 15, 2020 | Volume: 38 | Issue: 32 | Pages: 3773-3784

10.1200/jco.20.01255 | PMID 32931399 Get It

PURPOSE Conventional wisdom has rendered patients with brain metastases ineligible for clinical trials for fear that poor survival could mask the benefit of otherwise promising treatments. Our group previously published the diagnosis-specific Graded Prognostic Assessment (GPA). Updates with larger contemporary cohorts using molecular markers and newly identified prognostic factors have been published. The purposes of this work are to present all the updated indices in a single report to guide treatment choice, stratify research, and define an eligibility quotient to expand eligibility. METHODS A multi-institutional database of 6,984 patients with newly diagnosed brain metastases underwent multivariable analyses of prognostic factors and treatments associated with survival for each primary site. Significant factors were used to define the updated GPA. GPAs of 4.0 and 0.0 correlate with the best and worst prognoses, respectively. RESULTS Significant prognostic factors varied by diagnosis and new prognostic factors were identified. Those factors were incorporated into the updated GPA with robust separation ( P < .01) between subgroups. Survival has improved, but varies widely by GPA for patients with non–small-cell lung, breast, melanoma, GI, and renal cancer with brain metastases from 7-47 months, 3-36 months, 5-34 months, 3-17 months, and 4-35 months, respectively. CONCLUSION Median survival varies widely and our ability to estimate survival for patients with brain metastases has improved. The updated GPA (available free at brainmetgpa.com) provides an accurate tool with which to estimate survival, individualize treatment, and stratify clinical trials. Instead of excluding patients with brain metastases, enrollment should be encouraged and those trials should be stratified by the GPA to ensure those trials make appropriate comparisons. Furthermore, we recommend the expansion of eligibility to allow for the enrollment of patients with previously treated brain metastases who have a 50% or greater probability of an additional year of survival (eligibility quotient > 0.50).
Stereotactic Radiosurgery With Versus Without Embolization for Brain Arteriovenous Malformations
Ding, Dale , Lee, Cheng‐Chia , Kearns, Kathryn N. , Pomeraniec, I. Jonathan , Cifarelli, Christopher P. , Arsanious, David, Liščák, Roman , Hanuška, Jaromír, Woo, Shiao Y. , Ironside, Natasha , Warnick, Ronald E. , Mathieu, David , Mureb, Monica , Benjamin, Carolina , Feliciano, Caleb , Rodríguez‐Mercado, Rafael, Cockroft, Kevin M. , Simon, Scott D. , Mackley, Heath B., Zammar, Samer G. , Patel, Neel, Padmanaban, Varun , Beatson, Nathan, Saylany, Anissa , Lee, John, Sheehan, Jason P. , May, Jaromír , Ding, Dale , Mathieu, David , Chen, Ching‐Jen , Williams, Brian J. , Yusuf, Mehran Behruj , Trifiletti, Daniel M. , Kondziolka, Douglas , Lee, John

Neurosurgery | August 23, 2020 | Volume: 88 | Issue: 2 | Pages: 313-321

10.1093/neuros/nyaa418 | PMID 33017465 Get It

Abstract BACKGROUND Prior comparisons of brain arteriovenous malformations (AVMs) treated using stereotactic radiosurgery (SRS) with or without embolization were inherently flawed, due to differences in the pretreatment nidus volumes. OBJECTIVE To compare the outcomes of embolization and SRS, vs SRS alone for AVMs using pre-embolization malformation features. METHODS We retrospectively reviewed International Radiosurgery Research Foundation AVM databases from 1987 to 2018. Patients were categorized into the embolization and SRS (E + SRS) or SRS alone (SRS-only) cohorts. The 2 cohorts were matched in a 1:1 ratio using propensity scores. Primary outcome was defined as AVM obliteration. Secondary outcomes were post-SRS hemorrhage, all-cause mortality, radiologic and symptomatic radiation-induced changes (RIC), and cyst formation. RESULTS The matched cohorts each comprised 101 patients. Crude AVM obliteration rates were similar between the matched E + SRS vs SRS-only cohorts (48.5% vs 54.5%; odds ratio = 0.788, P = .399). Cumulative probabilities of obliteration at 3, 4, 5, and 6 yr were also similar between the E + SRS (33.0%, 46.4%, 56.2%, and 60.8%, respectively) and SRS-only (32.9%, 46.2%, 56.0%, and 60.6%, respectively) cohorts (subhazard ratio (SHR) = 1.005, P = .981). Cumulative probabilities of radiologic RIC at 3, 4, 5, and 6 yr were lower in the E + SRS (25.0%, 25.7%, 26.7%, and 26.7%, respectively) vs SRS-only (45.3%, 46.2%, 47.8%, and 47.8%, respectively) cohort (SHR = 0.478, P = .004). Symptomatic and asymptomatic embolization-related complication rates were 8.3% and 18.6%, respectively. Rates of post-SRS hemorrhage, all-cause mortality, symptomatic RIC, and cyst formation were similar between the matched cohorts. CONCLUSION This study refutes the prevalent notion that AVM embolization negatively affects the likelihood of obliteration after SRS.
Embolization of Brain Arteriovenous Malformations With Versus Without Onyx Before Stereotactic Radiosurgery
Chen, Ching‐Jen , Ding, Dale , Lee, Cheng‐Chia , Kearns, Kathryn N. , Pomeraniec, I. Jonathan , Cifarelli, Christopher P. , Arsanious, David, Liščák, Roman , Hanuška, Jaromír, Woo, Shiao Y. , Ironside, Natasha , Warnick, Ronald E. , Mathieu, David , Mureb, Monica , Benjamin, Carolina , Feliciano, Caleb , Rodríguez‐Mercado, Rafael, Cockroft, Kevin M. , Simon, Scott D. , Mackley, Heath B., Zammar, Samer G. , Patel, Neel, Padmanaban, Varun , Beatson, Nathan, Saylany, Anissa , Lee, John, Sheehan, Jason P. , May, Jaromír , Ding, Dale , Mathieu, David , Chen, Ching-Jen , Williams, Brian J. , Yusuf, Mehran Behruj , Trifiletti, Daniel M. , Kondziolka, Douglas , Lee, John

Neurosurgery | July 23, 2020 | Volume: 88 | Issue: 2 | Pages: 366-374

10.1093/neuros/nyaa370 | PMID 32860409 Get It

Abstract BACKGROUND Embolization of brain arteriovenous malformations (AVMs) using ethylene-vinyl alcohol copolymer (Onyx) embolization may influence the treatment effects of stereotactic radiosurgery (SRS) differently than other embolysates. OBJECTIVE To compare the outcomes of pre-SRS AVM embolization with vs without Onyx through a multicenter, retrospective matched cohort study. METHODS We retrospectively reviewed International Radiosurgery Research Foundation AVM databases from 1987 to 2018. Embolized AVMs treated with SRS were selected and categorized based on embolysate usage into Onyx embolization (OE + SRS) or non-Onyx embolization (NOE + SRS) cohorts. The 2 cohorts were matched in a 1:1 ratio using de novo AVM features for comparative analysis of outcomes. RESULTS The matched cohorts each comprised 45 patients. Crude AVM obliteration rates were similar between the matched OE + SRS vs NOE + SRS cohorts (47% vs 51%; odds ratio [OR] = 0.837, P = .673). Cumulative probabilities of obliteration were also similar between the OE + SRS vs NOE + SRS cohorts (subhazard ratio = 0.992, P = .980). Rates of post-SRS hemorrhage, all-cause mortality, radiation-induced changes, cyst formation, and embolization-associated complications were similar between the matched cohorts. Sensitivity analysis for AVMs in the OE + SRS cohort embolized with Onyx alone revealed a higher rate of asymptomatic embolization-associated complications in this subgroup compared to the NOE + SRS cohort (36% vs 15%; OR = 3.297, P = .034), but the symptomatic complication rates were similar. CONCLUSION Nidal embolization using Onyx does not appear to differentially impact the outcomes of AVM SRS compared with non-Onyx embolysates. The embolic agent selected for pre-SRS AVM embolization should reflect both the experience of the neurointerventionalist and target of endovascular intervention.
Effect of Anatomic Segment Involvement on Stereotactic Radiosurgery for Facial Nerve Schwannomas: An International Multicenter Cohort Study
Mehta, Gautam U. , Leković, Gregory P. , Slattery, William H. , Brackmann, Derald E., Long, Hao , Kano, Hideyuki , Mureb, Monica , Bernstein, Kenneth , Langlois, Anne-Marie, Mathieu, David , Nabeel, Ahmed M. , Reda, Wael A. , Tawadros, Sameh R. , Abdelkarim, Khaled , El-Shehaby, Amr M. N. , Emad, Reem M. , Mohammed, Nasser , Urgošík, Dušan, Liščák, Roman , Lee, Cheng‐Chia , Montazeripouragha, Amanallah , Joshi, Krishna C. , Barnett, Gene H. , Lunsford, L. Dade , Sheehan, Jason P. , Mehta, Gautam U , Mathieu, David , Kondziolka, Douglas , Langlois, Anne-Marie, Reda, Wael A. , Yang, Huai‐Che , Kaufmann, Anthony M. , Trifiletti, Daniel M.

Neurosurgery | June 19, 2020 | Volume: 88 | Issue: 1 | Pages: E91-E98

10.1093/neuros/nyaa313 | PMID 32687577 Get It

Abstract BACKGROUND Facial nerve schwannomas are rare, challenging tumors to manage due to their nerve of origin. Functional outcomes after stereotactic radiosurgery (SRS) are incompletely defined. OBJECTIVE To analyze the effect of facial nerve segment involvement on functional outcome for these tumors. METHODS Patients who underwent single-session SRS for facial nerve schwannomas with at least 3 mo follow-up at 11 participating centers were included. Preoperative and treatment variables were recorded. Outcome measures included radiological tumor response and neurological function. RESULTS A total of 63 patients (34 females) were included in the present study. In total, 75% had preoperative facial weakness. Mean tumor volume and margin dose were 2.0 ± 2.4 cm 3 and 12.2 ± 0.54 Gy, respectively. Mean radiological follow-up was 45.5 ± 38.9 mo. Progression-free survival at 2, 5, and 10 yr was 98.1%, 87.2%, and 87.2%, respectively. The cumulative proportion of patients with regressing tumors at 2, 5, and 10 yr was 43.1%, 63.6%, and 63.6%, respectively. The number of involved facial nerve segments significantly predicted tumor progression ( P = .04). Facial nerve function was stable or improved in 57 patients (90%). Patients with involvement of the labyrinthine segment of the facial nerve were significantly more likely to have an improvement in facial nerve function after SRS ( P = .03). Hearing worsened in at least 6% of patients. Otherwise, adverse radiation effects included facial twitching (3 patients), facial numbness (2 patients), and dizziness (2 patients). CONCLUSION SRS for facial nerve schwannomas is effective and spares facial nerve function in most patients. Some patients may have functional improvement after treatment, particularly if the labyrinthine segment is involved.
Estrogen/progesterone receptor and HER2 discordance between primary tumor and brain metastases in breast cancer and its effect on treatment and survival
Sperduto, Paul W. , Li, Jing , Cagney, Daniel , Aizer, Ayal A. , Nesbit, Eric , Chan, Jason W., Breen, Will, Brown, Paul D. , Shi, Diana D. , Soliman, Hany , Sahgal, Arjun , Shanley, Ryan , Sperduto, William , Everett, Ashlyn S. , Boggs, Drexell H. , Masucci, Laura , Plichta, Kristin A. , Buatti, John M. , Jain, Supriya , Gaspar, Laurie E., Wu, Cheng–Chia , Wang, Tony J. C. , Bryant, John , Chuong, Michael D. , Chiang, Veronica , Nakano, Toshimichi , Shi, Diana , Buatti, John M , Wang, Tony J C , Mesko, Shane , Lin, Nancy U. , Kruser, Tim J. , Braunstein, Steve , Lee, Jessica , Kirkpatrick, John P. , Shih, Helen A. , Lou, Emil , Roberge, David , Remick, Jill S. , Bryant, John, Yu, James B. , Aoyama, Hidefumi , Mehta, Minesh P.

Neuro-Oncology | February 6, 2020 | Volume: 22 | Issue: 9 | Pages: 1359-1367

10.1093/neuonc/noaa025 | PMID 32034917 Get It

Abstract Background Breast cancer treatment is based on estrogen receptors (ERs), progesterone receptors (PRs), and human epidermal growth factor receptor 2 (HER2). At the time of metastasis, receptor status can be discordant from that at initial diagnosis. The purpose of this study was to determine the incidence of discordance and its effect on survival and subsequent treatment in patients with breast cancer brain metastases (BCBM). Methods A retrospective database of 316 patients who underwent craniotomy for BCBM between 2006 and 2017 was created. Discordance was considered present if the ER, PR, or HER2 status differed between the primary tumor and the BCBM. Results The overall receptor discordance rate was 132/316 (42%), and the subtype discordance rate was 100/316 (32%). Hormone receptors (HR, either ER or PR) were gained in 40/160 (25%) patients with HR-negative primary tumors. HER2 was gained in 22/173 (13%) patients with HER2-negative primary tumors. Subsequent treatment was not adjusted for most patients who gained receptors—nonetheless, median survival (MS) improved but did not reach statistical significance (HR, 17–28 mo, P = 0.12; HER2, 15–19 mo, P = 0.39). MS for patients who lost receptors was worse (HR, 27–18 mo, P = 0.02; HER2, 30–18 mo, P = 0.08). Conclusions Receptor discordance between primary tumor and BCBM is common, adversely affects survival if receptors are lost, and represents a missed opportunity for use of effective treatments if receptors are gained. Receptor analysis of BCBM is indicated when clinically appropriate. Treatment should be adjusted accordingly. Key Points 1. Receptor discordance alters subtype in 32% of BCBM patients. 2. The frequency of receptor gain for HR and HER2 was 25% and 13%, respectively. 3. If receptors are lost, survival suffers. If receptors are gained, consider targeted treatment.
Outcomes of stereotactic radiosurgery for pilocytic astrocytoma: an international multiinstitutional study
Murphy, Erin S. , Parsai, Shireen , Kano, Hideyuki , Sheehan, Jason P. , Martínez‐Álvarez, Roberto , Martínez-Moreno, Nuria, Kondziolka, Douglas , Liščák, Roman , Mathieu, David , Lee, Cheng‐Chia , Lee, John , McShane, Brendan, Fang, Fang , Barnett, Gene H. , Mathieu, David , Kondziolka, Douglas , Martinez-Alvarez, Roberto, Šimonová, Gabriela , Yang, Huai‐Che , Trifiletti, Daniel M. , Sharma, Mayur

Journal of Neurosurgery | December 13, 2019 | Volume: 134 | Issue: 1 | Pages: 162-170

10.3171/2019.9.jns191335 | PMID 31783364 Get It

OBJECTIVE The current standard initial therapy for pilocytic astrocytoma is maximal safe resection. Radiation therapy is considered for residual, recurrent, or unresectable pilocytic astrocytomas. However, the optimal radiation strategy has not yet been established. Here, the authors describe the outcomes of stereotactic radiosurgery (SRS) for pilocytic astrocytoma in a large multiinstitutional cohort. METHODS An institutional review board–approved multiinstitutional database of patients treated with Gamma Knife radiosurgery (GKRS) between 1990 and 2016 was queried. Data were gathered from 9 participating International Radiosurgery Research Foundation (IRRF) centers. Patients with a histological diagnosis of pilocytic astrocytoma treated using a single session of GKRS and with at least 6 months of follow-up were included in the analysis. RESULTS A total of 141 patients were analyzed in the study. The median patient age was 14 years (range 2–84 years) at the time of GKRS. The median follow-up was 67.3 months. Thirty-nine percent of patients underwent SRS as the initial therapy, whereas 61% underwent SRS as salvage treatment. The median tumor volume was 3.45 cm 3 . The tumor location was the brainstem in 30% of cases, with a nonbrainstem location in the remainder. Five- and 10-year overall survival rates at the last follow-up were 95.7% and 92.5%, respectively. Five- and 10-year progression-free survival (PFS) rates were 74.0% and 69.7%, respectively. On univariate analysis, an age < 18 years, tumor volumes < 4.5 cm 3 , and no prior radiotherapy or chemotherapy were identified as positive prognostic factors for improved PFS. On multivariate analysis, only prior radiotherapy was significant for worse PFS. CONCLUSIONS This represents the largest study of single-session GKRS for pilocytic astrocytoma to date. Favorable long-term PFS and overall survival were observed with GKRS. Further prospective studies should be performed to evaluate appropriate radiosurgery dosing, timing, and sequencing of treatment along with their impact on toxicity and the quality of life of patients with pilocytic astrocytoma.
Tumor subtype and other prognostic factors in breast cancer patients with brain metastases: The updated graded prognostic assessment (Breast-GPA).
Sperduto, Paul W. , Cagney, Daniel , Nesbit, Eric , Chan, Jason W., Breen, Will, Soliman, Hany , Shanley, Ryan , Everett, Ashlyn S. , Masucci, Laura , Plichta, Kristin A. , Jain, Supriya , Bryant, John , Nakano, Toshimichi , Mesko, Shane , Lee, Jessica , Shi, Diana D. , Remick, Jill S. , Wu, Cheng–Chia , Yu, James B. , Mehta, Minesh P.

Journal of Clinical Oncology | May 27, 2019 | Volume: 37 | Issue: 15_suppl | Pages: 1079-1079

10.1200/jco.2019.37.15_suppl.1079 Get It

1079 Background: Brain metastases (BM) are a common and fatal complication of breast cancer but survival varies widely based on various prognostic factors (PF). Hence, patient counseling and therapeutic decisions should be individualized. We previously published a prognostic index (Breast GPA) based on cohort A (1985-2007, n = 642), updated it with tumor subtype in cohort B (1993-2010, n = 400) and are now updating it with a larger contemporary cohort (C). Methods: A multi-institutional (19) multi-national (3) retrospective database of 2473 breast cancer patients with BM diagnosed from 1/1/2006-12/31/2017 was created and compared to our prior cohorts. Demographic, clinical, molecular factors, tumor subtype and treatment were correlated with survival. Kaplan-Meier survival estimates were calculated and compared with log-rank tests. Results: The median survival (MS) for cohorts A, B and C improved over time [12, 14 and 16 mo, respectively ( < 0.01)] despite the subtype distribution becoming less favorable: Luminal B (ER/PR/HER2+) decreased from 26% to 21%; HER2 (HER2+/ER/PR-) decreased from 31% to 17%, Luminal A (ER/PR+/HER2-) increased from 20% to 31%; Basal (ER/PR/HER2-) was unchanged at 24%.MS by subtype improved from 21 to 27 mo in Luminal B, 18 to 25 mo in HER2, 10 to 14 mo in Luminal A and 6 to 9 mo in Basal tumors. The number of BM was 1 in 35%, ≤4 in 67% and > 10 in 18%. PF significant for survival were tumor subtype, age, KPS, number of BM and extracranial metastases (ECM) (all < 0.01). Surprisingly, Hispanic women (7%) showed improved survival (p < 0.01). BRCA1 was mutated in 57/533 (11%) and those patients showed a trend (0.16) toward improved survival. Treatment patterns have changed: the use of whole brain radiation therapy decreased from 71% to 67% to 47% in cohorts A, B and C, respectively. Conclusions: Despite the shift to less favorable tumor subtypes, MS has improvedbut varies widely by diagnosis-specific PF. Compared to prior cohorts, number of BM and ECM were identified as new PF. Ethnic, genetic and treatment differences between the eras are apparent. The updated Breast GPA, based on these data, and the correlation between BRCA1 and tumor subtype will be presented.
SNP interaction pattern identifier (SIPI): an intensive search for SNP–SNP interaction patterns
Lin, Hui‐Yi , Chen, Dung‐Tsa, Huang, Po-Yu, Liu, Yung-Hsin, Zabaleta, Jovanny , Mercante, Donald E., Fang, Zhide , Sellers, Thomas A. , Pow‐Sang, Julio M. , Cheng, Chia‐Ho, 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. , 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 , Ochoa, Augusto C. , Kote‐Jarai, Zsofia , Giles, Graham G. , Wiklund, Fredrik E. , Khaw, Kay‐Tee , Cybulski, Cezary , Cannon‐Albright, Lisa , Park, Jong Y. , Teixeira, Manuel R , Eeles, Rosalind A , Muir, Kenneth , Schleutker, Johanna , Travis, Ruth C , Pashayan, Nora , Lin, Hui-Yi , Brenner, Hermann , Batra, Jyotsna , Zabaleta, Jovanny

Bioinformatics | November 29, 2016 | Volume: 33 | Issue: 6 | Pages: 822-833

10.1093/bioinformatics/btw762 | PMID 28039167 Get It

Abstract Motivation Testing SNP–SNP interactions is considered as a key for overcoming bottlenecks of genetic association studies. However, related statistical methods for testing SNP–SNP interactions are underdeveloped. Results We propose the SNP Interaction Pattern Identifier (SIPI), which tests 45 biologically meaningful interaction patterns for a binary outcome. SIPI takes non-hierarchical models, inheritance modes and mode coding direction into consideration. The simulation results show that SIPI has higher power than MDR (Multifactor Dimensionality Reduction), AA_Full, Geno_Full (full interaction model with additive or genotypic mode) and SNPassoc in detecting interactions. Applying SIPI to the prostate cancer PRACTICAL consortium data with approximately 21 000 patients, the four SNP pairs in EGFR-EGFR, EGFR-MMP16 and EGFR-CSF1 were found to be associated with prostate cancer aggressiveness with the exact or similar pattern in the discovery and validation sets. A similar match for external validation of SNP–SNP interaction studies is suggested. We demonstrated that SIPI not only searches for more meaningful interaction patterns but can also overcome the unstable nature of interaction patterns. Availability and Implementation The SIPI software is freely available at http://publichealth.lsuhsc.edu/LinSoftware/. Supplementary information Supplementary data are available at Bioinformatics online.