28 results on '"Joshua Pan"'
Search Results
2. Synthetic Lethal Interaction of SHOC2 Depletion with MEK Inhibition in RAS-Driven Cancers
- Author
-
Rita Sulahian, Jason J. Kwon, Katherine H. Walsh, Emma Pailler, Timothy L. Bosse, Maneesha Thaker, Diego Almanza, Joshua M. Dempster, Joshua Pan, Federica Piccioni, Nancy Dumont, Alfredo Gonzalez, Jonathan Rennhack, Behnam Nabet, John A. Bachman, Amy Goodale, Yenarae Lee, Mukta Bagul, Rosy Liao, Adrija Navarro, Tina L. Yuan, Raymond W.S. Ng, Srivatsan Raghavan, Nathanael S. Gray, Aviad Tsherniak, Francisca Vazquez, David E. Root, Ari J. Firestone, Jeff Settleman, William C. Hahn, and Andrew J. Aguirre
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Summary: The mitogen-activated protein kinase (MAPK) pathway is a critical effector of oncogenic RAS signaling, and MAPK pathway inhibition may be an effective combination treatment strategy. We performed genome-scale loss-of-function CRISPR-Cas9 screens in the presence of a MEK1/2 inhibitor (MEKi) in KRAS-mutant pancreatic and lung cancer cell lines and identified genes that cooperate with MEK inhibition. While we observed heterogeneity in genetic modifiers of MEKi sensitivity across cell lines, several recurrent classes of synthetic lethal vulnerabilities emerged at the pathway level. Multiple members of receptor tyrosine kinase (RTK)-RAS-MAPK pathways scored as sensitizers to MEKi. In particular, we demonstrate that knockout, suppression, or degradation of SHOC2, a positive regulator of MAPK signaling, specifically cooperated with MEK inhibition to impair proliferation in RAS-driven cancer cells. The depletion of SHOC2 disrupted survival pathways triggered by feedback RTK signaling in response to MEK inhibition. Thus, these findings nominate SHOC2 as a potential target for combination therapy. : Sulahian, Kwon, and Walsh et al. performed several loss-of-function CRISPR-Cas9 screens in KRAS-mutant cancer cells treated with a MEK inhibitor and define the landscape of modifiers of MEK inhibitor sensitivity while highlighting that SHOC2 is a potent synthetic lethal target that serves as a critical signaling node to mediate MAP kinase pathway reactivation upon MEK inhibition. Keywords: Ras, KRAS, MEK inhibitor, synthetic lethal, SHOC2, CRISPR-Cas9 screen
- Published
- 2019
- Full Text
- View/download PDF
3. Workload-Adaptive Filtering in Storage Engines.
- Author
-
Joshua Pan
- Published
- 2022
- Full Text
- View/download PDF
4. BioPlexR and BioPlexPy: integrated data products for the analysis of human protein interactions.
- Author
-
Ludwig Geistlinger, Roger Vargas, Tyrone Lee, Joshua Pan, Edward L. Huttlin, and Robert Gentleman
- Published
- 2023
- Full Text
- View/download PDF
5. Artificial intelligence for human gunshot wound classification
- Author
-
Jerome Cheng, Carl Schmidt, Allecia Wilson, Zixi Wang, Wei Hao, Joshua Pantanowitz, Catherine Morris, Randy Tashjian, and Liron Pantanowitz
- Subjects
Artificial intelligence ,Deep learning ,Convolutional neural network ,Human gunshot wound ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Pathology ,RB1-214 - Abstract
Certain features are helpful in the identification of gunshot entrance and exit wounds, such as the presence of muzzle imprints, peripheral tears, stippling, bone beveling, and wound border irregularity. Some cases are less straightforward and wounds can thus pose challenges to an emergency room doctor or forensic pathologist. In recent years, deep learning has shown promise in various automated medical image classification tasks.This study explores the feasibility of using a deep learning model to classify entry and exit gunshot wounds in digital color images. A collection of 2418 images of entrance and exit gunshot wounds were procured. Of these, 2028 entrance and 1314 exit wounds were cropped, focusing on the area around each gunshot wound. A ConvNext Tiny deep learning model was trained using the Fastai deep learning library, with a train/validation split ratio of 70/30, until a maximum validation accuracy of 92.6% was achieved. An additional 415 entrance and 293 exit wound images were collected for the test (holdout) set. The model achieved an accuracy of 87.99%, precision of 83.99%, recall of 87.71%, and F1-score 85.81% on the holdout set. Correctly classified were 88.19% of entrance wounds and 87.71% of exit wounds. The results are comparable to what a forensic pathologist can achieve without other morphologic cues. This study represents one of the first applications of artificial intelligence to the field of forensic pathology. This work demonstrates that deep learning models can discern entrance and exit gunshot wounds in digital images with high accuracy.
- Published
- 2024
- Full Text
- View/download PDF
6. Effective and targeted latency reversal in CD4+ T cells from individuals on long term combined antiretroviral therapy initiated during chronic HIV-1 infection
- Author
-
Minh Ha Ngo, Joshua Pankrac, Ryan C. Y. Ho, Emmanuel Ndashimye, Rahul Pawa, Renata Ceccacci, Tsigereda Biru, Abayomi S. Olabode, Katja Klein, Yue Li, Colin Kovacs, Robert Assad, Jeffrey M. Jacobson, David H. Canaday, Stephen Tomusange, Samiri Jamiru, Aggrey Anok, Taddeo Kityamuweesi, Paul Buule, Ronald M. Galiwango, Steven J. Reynolds, Thomas C. Quinn, Andrew D. Redd, Jessica L. Prodger, Jamie F. S. Mann, and Eric J. Arts
- Subjects
HIV-1 latency reversal ,latency reversal agent ,virus-like particles ,CD4+ T cells ,chronic HIV-1 infection ,replication-competent latent reservoir ,Infectious and parasitic diseases ,RC109-216 ,Microbiology ,QR1-502 - Abstract
To date, an affordable, effective treatment for an HIV-1 cure remains only a concept with most “latency reversal” agents (LRAs) lacking specificity for the latent HIV-1 reservoir and failing in early clinical trials. We assessed HIV-1 latency reversal using a multivalent HIV-1-derived virus-like particle (HLP) to treat samples from 32 people living with HIV-1 (PLWH) in Uganda, US and Canada who initiated combined antiretroviral therapy (cART) during chronic infection. Even after 5–20 years on stable cART, HLP could target CD4+ T cells harbouring latent HIV-1 reservoir resulting in 100-fold more HIV-1 release into culture supernatant than by common recall antigens, and 1000-fold more than by chemotherapeutic LRAs. HLP induced release of a divergent and replication-competent HIV-1 population from PLWH on cART. These findings suggest HLP provides a targeted approach to reactivate the majority of latent HIV-1 proviruses among individuals infected with HIV-1.
- Published
- 2024
- Full Text
- View/download PDF
7. Space-Charge Limited Current for a Non-Planar Crossed-Field Diode
- Author
-
Adam M. Darr, Jim Browning, Joshua Pan, Ranajoy Bhattacharya, and Allen L. Garner
- Subjects
Physics ,Field (physics) ,law ,Electric field ,Plasma ,Space charge ,Cathode ,Magnetic field ,Computational physics ,Diode ,law.invention ,Anode - Abstract
Crossed-field devices (CFDs) use orthogonal magnetic and electric fields to generate reliable, cycloidal flows of electrons 1 . Individual CFDs may vary greatly in geometry and purpose, such as simple planar devices, slow wave structure radio-frequency amplifiers, and sheath regions in nuclear fusion; regardless of form or function, CFDs are characterized by certain regimes of behavior. For magnetic fields below the Hull cutoff, electrons travel curved paths from the cathode, ultimately striking the anode; this reduces the space-charge limited current (SCLC), or the maximum stable flow in the CFD, compared to a non-magnetic diode. Above the Hull cutoff, electrons no longer reach the anode; such a condition is referred to as magnetically insulated.
- Published
- 2021
- Full Text
- View/download PDF
8. Synthetic Lethal Interaction of SHOC2 Depletion with MEK Inhibition in RAS-Driven Cancers
- Author
-
Rosy Liao, Joshua Pan, Raymond W.S. Ng, Federica Piccioni, Jonathan P. Rennhack, Ari J. Firestone, William C. Hahn, Amy Goodale, Diego Almanza, Andrew J. Aguirre, John A. Bachman, Emma Pailler, David E. Root, Srivatsan Raghavan, Tina L. Yuan, Mukta Bagul, Nathanael S. Gray, Alfredo Gonzalez, Yenarae Lee, Jason J. Kwon, Katherine H. Walsh, Nancy Dumont, Timothy L. Bosse, Behnam Nabet, Francisca Vazquez, Jeff Settleman, Aviad Tsherniak, Joshua M. Dempster, Adrija J. Navarro, Maneesha Thaker, and Rita Sulahian
- Subjects
0301 basic medicine ,MAPK/ERK pathway ,Combination therapy ,MAP Kinase Signaling System ,Regulator ,Mice, SCID ,General Biochemistry, Genetics and Molecular Biology ,Receptor tyrosine kinase ,Article ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Cell Line, Tumor ,Neoplasms ,Animals ,Humans ,Protein kinase A ,Protein Kinase Inhibitors ,lcsh:QH301-705.5 ,Cell Proliferation ,Mice, Hairless ,biology ,Effector ,Chemistry ,Intracellular Signaling Peptides and Proteins ,HCT116 Cells ,030104 developmental biology ,lcsh:Biology (General) ,Cell culture ,A549 Cells ,Cancer cell ,Cancer research ,biology.protein ,ras Proteins ,Mitogen-Activated Protein Kinases ,030217 neurology & neurosurgery ,Signal Transduction - Abstract
Summary: The mitogen-activated protein kinase (MAPK) pathway is a critical effector of oncogenic RAS signaling, and MAPK pathway inhibition may be an effective combination treatment strategy. We performed genome-scale loss-of-function CRISPR-Cas9 screens in the presence of a MEK1/2 inhibitor (MEKi) in KRAS-mutant pancreatic and lung cancer cell lines and identified genes that cooperate with MEK inhibition. While we observed heterogeneity in genetic modifiers of MEKi sensitivity across cell lines, several recurrent classes of synthetic lethal vulnerabilities emerged at the pathway level. Multiple members of receptor tyrosine kinase (RTK)-RAS-MAPK pathways scored as sensitizers to MEKi. In particular, we demonstrate that knockout, suppression, or degradation of SHOC2, a positive regulator of MAPK signaling, specifically cooperated with MEK inhibition to impair proliferation in RAS-driven cancer cells. The depletion of SHOC2 disrupted survival pathways triggered by feedback RTK signaling in response to MEK inhibition. Thus, these findings nominate SHOC2 as a potential target for combination therapy. : Sulahian, Kwon, and Walsh et al. performed several loss-of-function CRISPR-Cas9 screens in KRAS-mutant cancer cells treated with a MEK inhibitor and define the landscape of modifiers of MEK inhibitor sensitivity while highlighting that SHOC2 is a potent synthetic lethal target that serves as a critical signaling node to mediate MAP kinase pathway reactivation upon MEK inhibition. Keywords: Ras, KRAS, MEK inhibitor, synthetic lethal, SHOC2, CRISPR-Cas9 screen
- Published
- 2019
9. The ATPase module of mammalian SWI/SNF family complexes mediates subcomplex identity and catalytic activity–independent genomic targeting
- Author
-
Andrew R. D’Avino, Zachary M. McKenzie, Roodolph St. Pierre, Nazar Mashtalir, Cigall Kadoch, Lu Wang, Joshua Pan, Ali Shilatifard, and Caleb A. Lareau
- Subjects
Chromosomal Proteins, Non-Histone ,Protein subunit ,ATPase ,Mutant ,mammalian SWI/SNF (mSWI/SNF) complexes ,Catalysis ,Article ,Chromatin remodeling ,03 medical and health sciences ,0302 clinical medicine ,Genetics ,Animals ,SCCOHT ,ATP-dependent chromatin remodeling ,chromatin regulation ,030304 developmental biology ,Adenosine Triphosphatases ,Mammals ,0303 health sciences ,biology ,Gene targeting ,Genomics ,Chromatin Assembly and Disassembly ,Chromatin ,synthetic lethality ,SWI/SNF ,accessibility ,Cell biology ,gene expression ,SMARCA4 ,biology.protein ,030217 neurology & neurosurgery ,Transcription Factors - Abstract
Perturbations to mammalian switch/sucrose non-fermentable (mSWI/SNF) chromatin remodeling complexes have been widely implicated as driving events in cancer1. One such perturbation is the dual loss of the SMARCA4 and SMARCA2 ATPase subunits in small cell carcinoma of the ovary, hypercalcemic type (SCCOHT)2-5, SMARCA4-deficient thoracic sarcomas6 and dedifferentiated endometrial carcinomas7. However, the consequences of dual ATPase subunit loss on mSWI/SNF complex subunit composition, chromatin targeting, DNA accessibility and gene expression remain unknown. Here we identify an ATPase module of subunits that is required for functional specification of the Brahma-related gene-associated factor (BAF) and polybromo-associated BAF (PBAF) mSWI/SNF family subcomplexes. Using SMARCA4/2 ATPase mutant variants, we define the catalytic activity-dependent and catalytic activity-independent contributions of the ATPase module to the targeting of BAF and PBAF complexes on chromatin genome-wide. Finally, by linking distinct mSWI/SNF complex target sites to tumor-suppressive gene expression programs, we clarify the transcriptional consequences of SMARCA4/2 dual loss in SCCOHT.
- Published
- 2019
- Full Text
- View/download PDF
10. OCT4 cooperates with distinct ATP-dependent chromatin remodelers in naïve and primed pluripotent states in human
- Author
-
Nick O Jensen, Maya Mitalipova, Jihong Yang, Xin Huang, Zachary M. McKenzie, Pavel V. Shliaha, Tenzin Lungjangwa, Cigall Kadoch, Sumeth Imsoonthornruksa, Xiaoyun Xing, Thorold W. Theunissen, Dan Li, Ting Wang, Chen Dong, Rudolf Jaenisch, Kyoung-mi Park, Shafqat Ali Khan, Sabine Dietmann, Junjun Ding, Jianlong Wang, Paul Gontarz, Laura A. Fischer, Joshua Pan, and Bo Zhang
- Subjects
endocrine system ,Embryonic stem cells ,Science ,General Physics and Astronomy ,Chromatin remodelling ,Biology ,Interactome ,General Biochemistry, Genetics and Molecular Biology ,Article ,Adenosine Triphosphate ,SOX2 ,Transcriptional regulation ,Nucleosome ,Humans ,Gene ,Transcription factor ,reproductive and urinary physiology ,Multidisciplinary ,urogenital system ,SOXB1 Transcription Factors ,DNA Helicases ,Nuclear Proteins ,General Chemistry ,Chromatin Assembly and Disassembly ,Embryonic stem cell ,Chromatin ,Cell biology ,Nucleosomes ,Gene Expression Regulation ,embryonic structures ,biological phenomena, cell phenomena, and immunity ,Octamer Transcription Factor-3 ,Protein Binding ,Transcription Factors - Abstract
Understanding the molecular underpinnings of pluripotency is a prerequisite for optimal maintenance and application of embryonic stem cells (ESCs). While the protein-protein interactions of core pluripotency factors have been identified in mouse ESCs, their interactome in human ESCs (hESCs) has not to date been explored. Here we mapped the OCT4 interactomes in naïve and primed hESCs, revealing extensive connections to mammalian ATP-dependent nucleosome remodeling complexes. In naïve hESCs, OCT4 is associated with both BRG1 and BRM, the two paralog ATPases of the BAF complex. Genome-wide location analyses and genetic studies reveal that these two enzymes cooperate in a functionally redundant manner in the transcriptional regulation of blastocyst-specific genes. In contrast, in primed hESCs, OCT4 cooperates with BRG1 and SOX2 to promote chromatin accessibility at ectodermal genes. This work reveals how a common transcription factor utilizes differential BAF complexes to control distinct transcriptional programs in naïve and primed hESCs., Although the interactors of pluripotency factors have been identified in mouse embryonic stem cells (ESCs), their interactors in human ESCs remain unexplored. Here the authors map OCT4 protein interactions in naïve and primed human ESCs to find specific interactions with BAF subunits that promote an open chromatin architecture at blastocyst-associated genes and ectodermal genes, respectively.
- Published
- 2021
11. A non-canonical SWI/SNF complex is a synthetic lethal target in cancers driven by BAF complex perturbation
- Author
-
Cigall Kadoch, Zhou Qianhe, Luis M. Soares, Caleb A. Lareau, Hayley J. Zullow, David Remillard, Nathanael S. Gray, Joshua Pan, Zachary M. McKenzie, Seth H. Cassel, Andrew R. D’Avino, Ho Man Chan, Alfredo M. Valencia, Brittany C. Michel, Matthew J. McBride, Nazar Mashtalir, Nora Fortoul, Michael Bocker, and James E. Bradner
- Subjects
0301 basic medicine ,Chromosomal Proteins, Non-Histone ,Protein subunit ,Article ,Sarcoma, Synovial ,03 medical and health sciences ,RNA interference ,Cell Line, Tumor ,Neoplasms ,medicine ,Humans ,SMARCB1 ,Promoter Regions, Genetic ,Rhabdoid Tumor ,Cell Proliferation ,SWI/SNF complex ,Chemistry ,HEK 293 cells ,Nuclear Proteins ,Cell Biology ,medicine.disease ,Chromatin Assembly and Disassembly ,Chromatin ,Cell biology ,Malignant rhabdoid tumour ,HEK293 Cells ,030104 developmental biology ,CTCF ,Mutation ,RNA Interference ,Transcription Factors - Abstract
Mammalian SWI/SNF chromatin remodelling complexes exist in three distinct, final-form assemblies: canonical BAF (cBAF), PBAF and a newly characterized non-canonical complex (ncBAF). However, their complex-specific targeting on chromatin, functions and roles in disease remain largely undefined. Here, we comprehensively mapped complex assemblies on chromatin and found that ncBAF complexes uniquely localize to CTCF sites and promoters. We identified ncBAF subunits as synthetic lethal targets specific to synovial sarcoma and malignant rhabdoid tumours, which both exhibit cBAF complex (SMARCB1 subunit) perturbation. Chemical and biological depletion of the ncBAF subunit, BRD9, rapidly attenuates synovial sarcoma and malignant rhabdoid tumour cell proliferation. Importantly, in cBAF-perturbed cancers, ncBAF complexes maintain gene expression at retained CTCF-promoter sites and function in a manner distinct from fusion oncoprotein-bound complexes. Together, these findings unmask the unique targeting and functional roles of ncBAF complexes and present new cancer-specific therapeutic targets.
- Published
- 2018
12. Dual Proteome-scale Networks Reveal Cell-specific Remodeling of the Human Interactome
- Author
-
Sipei Fu, Laura Pontano Vaites, Joe R. Cannon, Alexandra Panov, Ramin Rad, J. Wade Harper, Joshua Pan, Gabriela Zarraga, Sanjukta Guha Thakurta, Arvene Golbazi, Stanley Tam, Raphael J. Bruckner, Edward L. Huttlin, Hannah Parzen, John Szpyt, Keegan Stricker, David P. Nusinow, Joao A. Paulo, Devin K. Schweppe, Kurt Baltier, Melanie P. Gygi, Fana Gebreab, Eila Maenpaa, Alexandra Thornock, Steven P. Gygi, and José Navarrete-Perea
- Subjects
0303 health sciences ,Scale (chemistry) ,HEK 293 cells ,Computational biology ,DUAL (cognitive architecture) ,Biology ,Interactome ,Phenotype ,03 medical and health sciences ,0302 clinical medicine ,Human interactome ,Proteome ,030217 neurology & neurosurgery ,Function (biology) ,030304 developmental biology - Abstract
SUMMARYThousands of interactions assemble proteins into modules that impart spatial and functional organization to the cellular proteome. Through affinity-purification mass spectrometry, we have created two proteome-scale, cell-line-specific interaction networks. The first, BioPlex 3.0, results from affinity purification of 10,128 human proteins – half the proteome – in 293T cells and includes 118,162 interactions among 14,586 proteins; the second results from 5,522 immunoprecipitations in HCT116 cells. These networks model the interactome at unprecedented scale, encoding protein function, localization, and complex membership. Their comparison validates thousands of interactions and reveals extensive customization of each network. While shared interactions reside in core complexes and involve essential proteins, cell-specific interactions bridge conserved complexes, likely ‘rewiring’ each cell’s interactome. Interactions are gained and lost in tandem among proteins of shared function as the proteome remodels to produce each cell’s phenotype. Viewable interactively online through BioPlexExplorer, these networks define principles of proteome organization and enable unknown protein characterization.
- Published
- 2020
- Full Text
- View/download PDF
13. Extracting Biological Insights from the Project Achilles Genome-Scale CRISPR Screens in Cancer Cell Lines
- Author
-
Guillaume Kugener, Jordan Rossen, Aviad Tsherniak, Mariya Kazachkova, Joshua Pan, David E. Root, and Joshua M. Dempster
- Subjects
0303 health sciences ,Process (engineering) ,Computer science ,Cas9 ,media_common.quotation_subject ,Pipeline (software) ,Data science ,3. Good health ,03 medical and health sciences ,0302 clinical medicine ,RNA interference ,030220 oncology & carcinogenesis ,CRISPR ,Quality (business) ,Cancer cell lines ,030304 developmental biology ,Dependency (project management) ,media_common - Abstract
One of the main goals of the Cancer Dependency Map project is to systematically identify cancer vulnerabilities across cancer types to accelerate therapeutic discovery. Project Achilles serves this goal through the in vitro study of genetic dependencies in cancer cell lines using CRISPR/Cas9 (and, previously, RNAi) loss-of-function screens. The project is committed to the public release of its experimental results quarterly on the DepMap Portal (https://depmap.org), on a pre-publication basis. As the experiment has evolved, data processing procedures have changed. Here we present the current and projected Achilles processing pipeline, including recent improvements and the analyses that led us to adopt them, spanning data releases from early 2018 to the first quarter of 2020. Notable changes include quality control metrics, calculation of probabilities of dependency, and correction for screen quality and other biases. Developing and improving methods for extracting biologically-meaningful scores from Achilles experiments is an ongoing process, and we will continue to evaluate and revise data processing procedures to produce the best results.
- Published
- 2019
- Full Text
- View/download PDF
14. Dual proteome-scale networks reveal cell-specific remodeling of the human interactome
- Author
-
David P. Nusinow, Hannah Parzen, Kurt Baltier, J. Wade Harper, Arvene Golbazi, Keegan Stricker, Edward L. Huttlin, Melanie P. Gygi, Steven P. Gygi, Gabriela Zarraga, Sipei Fu, Ramin Rad, Brandon M. Gassaway, Joao A. Paulo, Joe R. Cannon, Laura Pontano Vaites, Tian Zhang, Alexandra Panov, Stanley Tam, Sanjukta Guha Thakurta, Raphael J. Bruckner, Joshua Pan, Eila Maenpaa, Fana Gebreab, Devin K. Schweppe, Alexandra Thornock, John Szpyt, and José Navarrete-Perea
- Subjects
Proteomics ,Proteome ,Computational biology ,Biology ,Interactome ,Article ,Mass Spectrometry ,General Biochemistry, Genetics and Molecular Biology ,Protein–protein interaction ,03 medical and health sciences ,0302 clinical medicine ,Human interactome ,Protein Interaction Mapping ,Humans ,Protein Interaction Maps ,030304 developmental biology ,0303 health sciences ,HEK 293 cells ,Computational Biology ,HCT116 Cells ,HEK293 Cells ,030217 neurology & neurosurgery ,Biological network ,Function (biology) - Abstract
Thousands of interactions assemble proteins into modules that impart spatial and functional organization to the cellular proteome. Through affinity-purification mass spectrometry, we have created two proteome-scale, cell-line-specific interaction networks. The first, BioPlex 3.0, results from affinity purification of 10,128 human proteins – half the proteome – in 293T cells and includes 118,162 interactions among 14,586 proteins. The second results from 5,522 immunoprecipitations in HCT116 cells. These networks model the interactome whose structure encodes protein function, localization, and complex membership. Comparison across cell lines validates thousands of interactions and reveals extensive customization. While shared interactions reside in core complexes and involve essential proteins, cell-specific interactions link these complexes, ‘rewiring’ subnetworks within each cell’s interactome. Interactions covary among proteins of shared function as the proteome remodels to produce each cell’s phenotype. Viewable interactively online through BioPlexExplorer, these networks define principles of proteome organization and enable unknown protein characterization.
- Published
- 2021
- Full Text
- View/download PDF
15. Binding of TMPRSS2-ERG to BAF chromatin remodeling complexes mediates prostate oncogenesis
- Author
-
Miguel Rivera, Emily C. Hartman, Monica Schenone, Hubert Pakula, William C. Hahn, Roodolph St. Pierre, John L. Pulice, Gabriel J. Sandoval, Gaylor Boulay, Kaylyn E. Williamson, Matthew J. McBride, Lucienne Ronco, Joshua Pan, Steven A. Carr, David Y. Takeda, Levi A. Garraway, Zhe Li, Marius S. Pop, and Cigall Kadoch
- Subjects
0301 basic medicine ,Male ,genetic structures ,Oncogene Proteins, Fusion ,Carcinogenesis ,ATP-dependent chromatin remodeling ,Mice, Transgenic ,Biology ,TMPRSS2 ,ETV1 ,Chromatin remodeling ,Article ,03 medical and health sciences ,Transcriptional Regulator ERG ,Cell Line, Tumor ,Proto-Oncogene Proteins ,Animals ,Humans ,Epigenetics ,Molecular Biology ,Transcription factor ,Cell Proliferation ,Binding Sites ,Proto-Oncogene Proteins c-ets ,Serine Endopeptidases ,Prostate ,Nuclear Proteins ,Prostatic Neoplasms ,Cell Biology ,DNA ,Chromatin Assembly and Disassembly ,eye diseases ,Chromatin ,Cell biology ,DNA-Binding Proteins ,Gene Expression Regulation, Neoplastic ,Organoids ,030104 developmental biology ,HEK293 Cells ,sense organs ,Adenovirus E1A Proteins ,Erg ,Protein Binding ,Signal Transduction ,Transcription Factors - Abstract
Chromosomal rearrangements resulting in the fusion of TMPRSS2, an androgen-regulated gene, and the ETS family transcription factor ERG occur in over half of prostate cancers. However, the mechanism by which ERG promotes oncogenic gene expression and proliferation remains incompletely understood. Here, we identify a binding interaction between ERG and the mammalian SWI/SNF (BAF) ATP-dependent chromatin remodeling complex, which is conserved among other oncogenic ETS factors, including ETV1, ETV4, and ETV5. We find that ERG drives genome-wide retargeting of BAF complexes in a manner dependent on binding of ERG to the ETS DNA motif. Moreover, ERG requires intact BAF complexes for chromatin occupancy and BAF complex ATPase activity for target gene regulation. In a prostate organoid model, BAF complexes are required for ERG-mediated basal-to-luminal transition, a hallmark of ERG activity in prostate cancer. These observations suggest a fundamental interdependence between ETS transcription factors and BAF chromatin remodeling complexes in cancer.
- Published
- 2018
16. 'Hacking' Our Way across Interdisciplinary Boundaries
- Author
-
Joshua Pan and Kaitlyn E. Johnson
- Subjects
World Wide Web ,Histology ,MEDLINE ,Humans ,Interdisciplinary Studies ,Cell Biology ,Sociology ,Pathology and Forensic Medicine ,Hacker - Published
- 2019
- Full Text
- View/download PDF
17. Neonatal sepsis in a tertiary health facility in Cape Coast, Ghana.
- Author
-
Joshua Panyin Craymah, Derek Anamaale Tuoyire, Portia Adjei-Ofori, Oluwayemisi Esther Ekor, Paul Aduoku Ninson, and Milton Henschel Kojo Armoh Ewusi
- Subjects
Medicine ,Science - Abstract
BackgroundNeonatal Sepsis remains a significant burden globally, accounting for over 2.5 million neonatal deaths annually, with low-and middle-income countries (LMIC) including Ghana disproportionately affected. The current study sought to ascertain the prevalence of neonatal sepsis and associated factors based on analysis of institutional records from Cape Coast Teaching Hospital (CCTH) in Ghana.MethodsThe study involved a retrospective cross-sectional review of randomly sampled medical records of 360 neonates CCTH from January 2018 to December 2021. Descriptive proportions and binary logistic regression analysis were conducted to estimate the prevalence of neonates with sepsis and associated factors.ResultsThe prevalence of neonates with sepsis over the period was estimated to be 59%, with early-onset neonatal sepsis (EONS) and late-onset neonatal sepsis (LONS) accounting for about 29% and 30%, respectively. Neonatal factors associated with sepsis were low Apgar score (AOR = 1.64; 95% CI:1.01-2.67, p = 0.047) and low birth weight (AOR = 2.54; 95% CI:1.06-6.09, p = 0.037), while maternal factors were maternal education (AOR = 2.65; 95% CI:1.04-6.7, p = 0.040), caesarean deliveries (AOR = 0.45; 95% CI:0.26-0.75, p = 0.003), maternal infection (AOR = 1.79; 95% CI:1.09-2.94, p = 0.020) and foul-smelling liquor (AOR = 1.84; 95% CI:1.09-3.07, p = 0.020).ConclusionThe study underscores the need for improved routine care and assessment of newborns to prevent the onset of neonatal sepsis, with particular emphasis on the neonatal and maternal risk factors highlighted in the current study.
- Published
- 2024
- Full Text
- View/download PDF
18. Modular Organization and Assembly of SWI/SNF Family Chromatin Remodeling Complexes
- Author
-
Alfredo M. Valencia, Rachel L. Kubiak, Roodolph St. Pierre, Nazar Mashtalir, Jie Luo, Joshua Pan, Steven J. Poynter, Brittany C. Michel, Jordan E. Otto, Cigall Kadoch, Seth H. Cassel, Zachary M. McKenzie, Andrew R. D’Avino, Jeffrey A. Ranish, and Hayley J. Zullow
- Subjects
0301 basic medicine ,Chromosomal Proteins, Non-Histone ,Protein subunit ,ATP-dependent chromatin remodeling ,Protein complex assembly ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Chromatin remodeling ,Mass Spectrometry ,Article ,03 medical and health sciences ,Gene Knockout Techniques ,0302 clinical medicine ,PBAF complex ,Animals ,Humans ,SWI/SNF complex ,Chromatin Assembly and Disassembly ,SWI/SNF ,Chromatin ,Recombinant Proteins ,Cell biology ,Protein Subunits ,030104 developmental biology ,HEK293 Cells ,Mutagenesis ,030220 oncology & carcinogenesis ,Drosophila ,Transcription Factors - Abstract
Mammalian SWI/SNF (mSWI/SNF) ATP-dependent chromatin remodeling complexes are multi-subunit molecular machines that play vital roles in regulating genomic architecture and are frequently disrupted in human cancer and developmental disorders. To date, the modular organization and pathways of assembly of these chromatin regulators remain unknown, presenting a major barrier to structural and functional determination. Here, we elucidate the architecture and assembly pathway across three classes of mSWI/SNF complexes—canonical BRG1/BRM-associated factor (BAF), polybromo-associated BAF (PBAF), and newly defined ncBAF complexes—and define the requirement of each subunit for complex formation and stability. Using affinity purification of endogenous complexes from mammalian and Drosophila cells coupled with cross-linking mass spectrometry (CX-MS) and mutagenesis, we uncover three distinct and evolutionarily conserved modules, their organization, and the temporal incorporation of these modules into each complete mSWI/SNF complex class. Finally, we map human disease-associated mutations within subunits and modules, defining specific topological regions that are affected upon subunit perturbation.
- Published
- 2018
19. New Directions: Enduring ozone
- Author
-
Joshua Pan and Nadine Unger
- Subjects
Atmospheric Science ,Carbon dioxide in Earth's atmosphere ,Ozone ,Global warming ,Carbon sink ,Radiative forcing ,Atmospheric sciences ,Carbon cycle ,chemistry.chemical_compound ,chemistry ,Greenhouse gas ,Carbon dioxide ,Environmental science ,General Environmental Science - Abstract
Ozone damages plants and reduces terrestrial productivity leading to increased anthropogenic carbon dioxide in the atmosphere that is an equivalent emission and thus provides an indirect radiative forcing. Through this perturbation of the carbon cycle, anthropogenic increases in ozone affect the climate system on considerably longer timescales than the ozone atmospheric lifetime of only a few weeks. The indirect global warming impact may be irreversible depending upon the uncertain ability of the land carbon sink to reabsorb the carbon dioxide excess after removal of the ozone damage.
- Published
- 2012
- Full Text
- View/download PDF
20. Abstract 5559: Using cancer dependency data to discover tumor suppressive and oncogenic functional modules
- Author
-
Robin M. Meyers, Francisca Vazquez, Barbara A. Weir, William C. Hahn, Brittany C. Michel, Joshua Pan, Ann E. Sizemore, Aviad Tsherniak, and Cigall Kadoch
- Subjects
Cancer Research ,Dependency (UML) ,Oncology ,medicine ,Cancer ,Computational biology ,Biology ,medicine.disease ,Bioinformatics - Abstract
Efforts to define protein complexes and their functional networks are critical for systems-level understanding of the pathways involved in human cancer. Current methods to catalog human protein complexes via physical interaction are often unable to resolve functional differences between complex members or infer relationships governed by sub-stoichiometric interactions. While functional wiring maps in yeast have been generated by measuring epistatic interactions between pairs of genes, efforts to scale this concept in individual human cell lines have been met with challenges and have only been able to characterize limited numbers of genes at a time. We have developed a scalable approach that can measure functional similarity without the constraints of pairwise genetic interaction experiments. Using data from genome-wide RNAi and CRISPR dropout screens performed in hundreds of cancer cell lines, we leveraged the heterogeneity of gene dependencies across cancer types to measure functional similarity between thousands of genes at once, which in turn allowed us to recreate known inter- and intra-complex functional relationships and to uncover tumor suppressive and oncogenic functional modules in cancer-relevant pathways such as proteolysis, metabolism and transcription. Applying these approaches to the mammalian SWI/SNF (BAF) chromatin remodeling complex, which is mutated in over 20% of human cancer, revealed three functional modules that arose separately during metazoan evolution, one of which is entirely novel and uncharacterized. We then performed biochemical experiments that fully support three specialized complex configurations, each with distinct size, subunit composition, and function. These data reorganize the BAF complex into previously unrecognized modules that better explain mutational burden in human cancer. Notably, we observe that that all known BAF-driven, highly penetrant rare cancers and neurodevelopmental disorders involve disruption within a single functional module we defined, underscoring the value of evaluating disease genomics through the lens of functional modularity. Citation Format: Joshua Pan, Robin M. Meyers, Brittany C. Michel, Ann E. Sizemore, Francisca Vazquez, Barbara A. Weir, William C. Hahn, Aviad Tsherniak, Cigall Kadoch. Using cancer dependency data to discover tumor suppressive and oncogenic functional modules [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 5559. doi:10.1158/1538-7445.AM2017-5559
- Published
- 2017
- Full Text
- View/download PDF
21. Abstract 1020: BRD9 defines a novel mammalian SWI/SNF (BAF) complex configuration which supports proliferation in AML
- Author
-
Paola Grandi, Joshua Pan, Cigall Kadoch, Brittany C. Michel, Phillip G. Humphreys, Rab K. Prinja, Neil G. Garton, and Robin M. Meyers
- Subjects
Cancer Research ,Oncology ,ARID1A ,Chemistry ,Protein subunit ,Chemoproteomics ,Rab ,Computational biology ,Gene ,SWI/SNF ,Chromatin remodeling ,Bromodomain - Abstract
Genes encoding subunits of the mammalian SWI/SNF (BAF) ATP-dependent chromatin remodeling complexes are mutated in over 20% of human cancer. Specific subunits are mutated in specific malignancies, highlighting their tissue-specific protective roles; moreover, synthetic lethal screens have uncovered genetic- and lineage-based features which confer dependence on specific mSWI/SNF subunits. As combinatorial complexity represents a major challenge, identification of specialized mSWI/SNF configurations, subunit-specific functions, binding restrictions, and exclusivity relationships is critical for understanding oncogenic mechanisms and for the selection of appropriate therapeutic agents targeting mSWI/SNF complex subunits. Here, we discover that BRD9, a recently identified mSWI/SNF subunit, defines a novel complex configuration distinct from BAF and PBAF, which we term non-canonical BAF, or ncBAF. We used biochemical methods to isolate BRD9-containing complexes and find that BRD9 selectively marks a sub-stoichiometric group of mSWI/SNF complexes of smaller molecular weight that lack several members of canonical BAF complexes such as BAF47 and ARID1A. Moreover, chemoproteomics using a BRD9 inhibitor (GSK) isolates only ncBAF and does not resolve BAF-specific or PBAF-specific components, including the highly related bromodomain-containing subunit BRD7. We further identified regions of BRD9 and BRD7 that confer specificity of these subunits to ncBAF and PBAF complexes, respectively, resolving their mSWI/SNF binding domains. Using genome-wide ChIP-seq and RNA-seq experiments, we determined that ncBAF complexes target a distinct subset of all mSWI/SNF complex target genes and, consistent with previous studies, maintain proliferation of AML cells. Finally, we applied a newly- generated approach to deriving functional relationships within and between protein complex families from shRNA and CRISPR-based genetic screening datasets across hundreds of cancer cell lines to explore ncBAF-specific subunits. We find that ncBAF-specific complex subunits form a distinct functional module, supporting biochemical studies and pointing to the specific and divergent functions of the ncBAF configuration. Cancers of hematologic origin collectively exhibit the most significant responses to perturbation of three ncBAF subunits including BRD9, substantiating previous small molecule screening efforts using BRD9 bromodomain inhibitors. These data demonstrate that ncBAF complexes represent a novel BAF complex composition with distinct function in cancer. Citation Format: Brittany C. Michel, Joshua Pan, Robin M. Meyers, Paola Grandi, Phillip G. Humphreys, Neil G. Garton, Rab K. Prinja, Cigall Kadoch. BRD9 defines a novel mammalian SWI/SNF (BAF) complex configuration which supports proliferation in AML [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1020. doi:10.1158/1538-7445.AM2017-1020
- Published
- 2017
- Full Text
- View/download PDF
22. CRISPR/Cas9‐Directed Genome Editing of Cultured Cells
- Author
-
Luhan Yang, George M. Church, Joyce L. Yang, Joshua Pan, and Susan M. Byrne
- Subjects
Genetics ,CRISPR interference ,Genome, Human ,Cas9 ,Induced Pluripotent Stem Cells ,Cell Culture Techniques ,Biology ,Transfection ,Genome engineering ,HEK293 Cells ,Genome editing ,Animals ,Humans ,CRISPR ,Human genome ,Guide RNA ,CRISPR-Cas Systems ,Induced pluripotent stem cell ,Molecular Biology ,Cells, Cultured ,RNA, Guide, Kinetoplastida - Abstract
Human genome engineering has been transformed by the introduction of the CRISPR (clustered regularly interspaced short palindromic repeats)/Cas (CRISPR-associated) system found in most bacteria and archaea. Type II CRISPR/Cas systems have been engineered to induce RNA-guided genome editing in human cells, where small RNAs function together with Cas9 nucleases for sequence-specific cleavage of target sequences. Here we describe the protocol for Cas9-mediated human genome engineering, including construct building and transfection methods necessary for delivering Cas9 and guide RNA (gRNA) into human-induced pluripotent stem cells (hiPSCs) and HEK293 cells. Following genome editing, we also describe methods to assess genome editing efficiency using next-generation sequencing and isolate monoclonal hiPSCs with the desired modifications for downstream applications.
- Published
- 2014
- Full Text
- View/download PDF
23. Addressing an HIV cure in LMIC
- Author
-
Sherazaan D. Ismail, Joshua Pankrac, Emmanuel Ndashimye, Jessica L. Prodger, Melissa-Rose Abrahams, Jamie F. S. Mann, Andrew D. Redd, and Eric J. Arts
- Subjects
HIV-1 ,Cure ,Reservoir ,Low-and-middle income countries ,LMICs ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Abstract HIV-1 persists in infected individuals despite years of antiretroviral therapy (ART), due to the formation of a stable and long-lived latent viral reservoir. Early ART can reduce the latent reservoir and is associated with post-treatment control in people living with HIV (PLWH). However, even in post-treatment controllers, ART cessation after a period of time inevitably results in rebound of plasma viraemia, thus lifelong treatment for viral suppression is indicated. Due to the difficulties of sustained life-long treatment in the millions of PLWH worldwide, a cure is undeniably necessary. This requires an in-depth understanding of reservoir formation and dynamics. Differences exist in treatment guidelines and accessibility to treatment as well as social stigma between low- and-middle income countries (LMICs) and high-income countries. In addition, demographic differences exist in PLWH from different geographical regions such as infecting viral subtype and host genetics, which can contribute to differences in the viral reservoir between different populations. Here, we review topics relevant to HIV-1 cure research in LMICs, with a focus on sub-Saharan Africa, the region of the world bearing the greatest burden of HIV-1. We present a summary of ART in LMICs, highlighting challenges that may be experienced in implementing a HIV-1 cure therapeutic. Furthermore, we discuss current research on the HIV-1 latent reservoir in different populations, highlighting research in LMIC and gaps in the research that may facilitate a global cure. Finally, we discuss current experimental cure strategies in the context of their potential application in LMICs.
- Published
- 2021
- Full Text
- View/download PDF
24. Sudden cardiac death due to primary malignant pericardial mesothelioma: Brief report and literature review
- Author
-
Rafael Martínez-Girón, Liron Pantanowitz, Santiago Martínez-Torre, and Joshua Pantanowitz
- Subjects
Diseases of the respiratory system ,RC705-779 - Abstract
Sudden cardiac death is an unexpected clinical condition that typically occurs due to a cardiac cause, generally within 1 h of symptom onset, in people with known or unknown cardiac disease. Primary malignant pericardial mesothelioma, as a cause of sudden death, is an uncommon consequence of a rare disease. Herein, we present a case of cardiac tamponade due to a primary pericardial mesothelioma. Cytological, histopathology and gross post-mortem findings, in a previously asymptomatic 46-old-year man, are reported. The medical literature regarding this topic is also reviewed. Keywords: Sudden cardiac death, Primary malignant pericardial mesothelioma, Cardiac tamponade, Cytological, Histopathology and gross post-mortem findings
- Published
- 2019
- Full Text
- View/download PDF
25. Eradication of HIV-1 latent reservoirs through therapeutic vaccination
- Author
-
Joshua Pankrac, Katja Klein, and Jamie F. S. Mann
- Subjects
HIV-1 ,Latency ,Cure ,VLPs ,CD4 T cells ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Abstract Despite the significant success of combination anti-retroviral therapy to reduce HIV viremia and save lives, HIV-1 infection remains a lifelong infection that must be appropriately managed. Advances in the understanding of the HIV infection process and insights from vaccine development in other biomedical fields such as cancer, imaging, and genetic engineering have fueled rapid advancements in HIV cure research. In the last few years, several studies have focused on the development of “Kick and Kill” therapies to reverse HIV latency and kick start viral translational activity. This has been done with the aim that concomitant anti-retroviral treatment and the elicited immune responses will prevent de novo infections while eradicating productively infected cells. In this review, we describe our perspective on HIV cure and the new approaches we are undertaking to eradicate the established pro-viral reservoir.
- Published
- 2017
- Full Text
- View/download PDF
26. geoBoundaries: A global database of political administrative boundaries.
- Author
-
Daniel Runfola, Austin Anderson, Heather Baier, Matt Crittenden, Elizabeth Dowker, Sydney Fuhrig, Seth Goodman, Grace Grimsley, Rachel Layko, Graham Melville, Maddy Mulder, Rachel Oberman, Joshua Panganiban, Andrew Peck, Leigh Seitz, Sylvia Shea, Hannah Slevin, Rebecca Youngerman, and Lauren Hobbs
- Subjects
Medicine ,Science - Abstract
We present the geoBoundaries Global Administrative Database (geoBoundaries): an online, open license resource of the geographic boundaries of political administrative divisions (i.e., state, county). Contrasted to other resources geoBoundaries (1) provides detailed information on the legal open license for every boundary in the repository, and (2) focuses on provisioning highly precise boundary data to support accurate, replicable scientific inquiry. Further, all data is released in a structured form, allowing for the integration of geoBoundaries with large-scale computational workflows. Our database has records for every country around the world, with up to 5 levels of administrative hierarchy. The database is accessible at http://www.geoboundaries.org, and a static version is archived on the Harvard Dataverse.
- Published
- 2020
- Full Text
- View/download PDF
27. Financial Impact of Incentive Spirometry
- Author
-
Adam E. M. Eltorai PhD, Grayson L. Baird PhD, Joshua Pangborn BS, Ashley Szabo Eltorai MD, Valentin Antoci MD, PhD, Katherine Paquette PhD, RN, Kevin Connors BA, RRT, CPFT, Jacqueline Barbaria RRT, Kimberly J. Smeals RRT, Barbara Riley DNP, RN, Shyam A. Patel MD, Saurabh Agarwal MD, Terrance T. Healey MD, Corey E. Ventetuolo MD, MS, Frank W. Sellke MD, and Alan H. Daniels MD
- Subjects
Public aspects of medicine ,RA1-1270 - Abstract
Despite largely unproven clinical effectiveness, incentive spirometry (IS) is widely used in an effort to reduce postoperative pulmonary complications. The objective of the study is to evaluate the financial impact of implementing IS. The amount of time nurses and RTs spend each day doing IS-related activities was assessed utilizing an online survey distributed to the relevant national nursing and respiratory therapists (RT) societies along with questionnaire that was prospectively collected every day for 4 weeks at a single 10-bed cardiothoracic surgery step-down unit. Cost of RT time to teach IS use to patients and cost of nurse time spent reeducating and reminding patients to use IS were used to calculate IS implementation cost estimates per patient. Per-patient cost of IS implementation ranged from $65.30 to $240.96 for a mean 9-day step-down stay. For the 566 patients who stayed in the 10-bed step-down in 2016, the total estimated cost of implementing IS ranged from $36 959.80 to $136 383.36. Using national survey workload data, per-patient cost of IS implementation costed $107.36 (95% confidence interval [CI], $97.88-$116.98) for a hospital stay of 4.5 days. For the 9.7 million inpatient surgeries performed annually in the United States, the total annual cost of implementing postoperative IS is estimated to be $1.04 billion (95% CI, $949.4 million-$1.13 billion). The cost of implementing IS is substantial. Further efficacy studies are necessary to determine whether the cost is justifiable.
- Published
- 2018
- Full Text
- View/download PDF
28. Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
- Author
-
Tanvi N. Nadkarni, Matthew J. Andreoli, Veena A. Nair, Peng Yin, Brittany M. Young, Bornali Kundu, Joshua Pankratz, Andrew Radtke, Ryan Holdsworth, John S. Kuo, Aaron S. Field, Mustafa K. Baskaya, Chad H. Moritz, M. Elizabeth Meyerand, and Vivek Prabhakaran
- Subjects
fMRI ,Lateralization index (LI) ,Thresholding ,Task-specific ,Surgical planning ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and purpose: Functional magnetic resonance imaging (fMRI) is a non-invasive pre-surgical tool used to assess localization and lateralization of language function in brain tumor and vascular lesion patients in order to guide neurosurgeons as they devise a surgical approach to treat these lesions. We investigated the effect of varying the statistical thresholds as well as the type of language tasks on functional activation patterns and language lateralization. We hypothesized that language lateralization indices (LIs) would be threshold- and task-dependent. Materials and methods: Imaging data were collected from brain tumor patients (n = 67, average age 48 years) and vascular lesion patients (n = 25, average age 43 years) who received pre-operative fMRI scanning. Both patient groups performed expressive (antonym and/or letter-word generation) and receptive (tumor patients performed text-reading; vascular lesion patients performed text-listening) language tasks. A control group (n = 25, average age 45 years) performed the letter-word generation task. Results: Brain tumor patients showed left-lateralization during the antonym-word generation and text-reading tasks at high threshold values and bilateral activation during the letter-word generation task, irrespective of the threshold values. Vascular lesion patients showed left-lateralization during the antonym and letter-word generation, and text-listening tasks at high threshold values. Conclusion: Our results suggest that the type of task and the applied statistical threshold influence LI and that the threshold effects on LI may be task-specific. Thus identifying critical functional regions and computing LIs should be conducted on an individual subject basis, using a continuum of threshold values with different tasks to provide the most accurate information for surgical planning to minimize post-operative language deficits.
- Published
- 2015
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.