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1. HIV-1 infection results in upregulation of Sphingosine-1-phosphate receptor 1 in the human thymus

Author

Rachel S. Resop, Bradley Salvatore, Shawn J. Kim, Brent Gordon, Bianca Blom, Dimitrios N. Vatakis, and Christel H. Uittenbogaart

Abstract

Regeneration of functional naïve T lymphocytes following the onset of infection remains a crucial issue for HIV + individuals, even while adhering to Antiretroviral Therapy (ART). Thus far, reports on the impact of HIV-1 infection on the entry of thymic precursors and the egress of functional naïve T lymphocytes are limited. Therefore, we examined the impact of HIV-1 on Sphingosine-1-phosphate (S1P) signaling, which governs the egress of functional naïve thymocytes from the thymus to the periphery. Using in vitro experiments with primary human thymocytes and in vivo and ex vivo studies with humanized mice, we demonstrate that HIV-1 infection upregulates the expression of S1P receptor 1 (S1PR1) in the human thymus. Intriguingly, this upregulation occurs both during intrathymic infection (direct infection of the human thymic implant) as well as systemic infection in humanized mice. Moreover, the increase in pro-inflammatory cytokines in infected thymi and the upregulation of S1PR1 in response to in vitro exposure to Interferon-Beta (IFN-β) and Tumor Necrosis Factor-Alpha (TNF-α) indicate that the cytokine dysregulation following HIV infection may contribute to upregulation of S1PR1. Finally, an increased presence of CD3hiCD69- (fully mature) as well as CD3hiCD69+ (less mature) T cells in the spleen during HIV infection in humanized mice, as well as an earlier expression during thymocyte development, indicate that the upregulation of this receptor translates to increased and accelerated egress from the thymus. The egress of thymocytes that are not functionally mature from the thymus to peripheral blood and lymphoid organs may have implications for the immune function of people living with HIV (PLWH).

Published
2022
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2. Expression-Based Cell Lineage Analysis inDrosophilaThrough a Course-Based Research Experience for Early Undergraduates

Author

Daniel Chang, Earl Yoon, David Loppato, Justin N. Maghen, Silverio D. Alvarez, Kristy Ou, Katherine E. Peterson, Manjeet Bhamra, Helen H.-L. Chan, Lilit Gevorgyan, Clifton Lee, Peter Trinh, David M. Li, Elizabeth Kim, Garrick Iwamoto, Yue Zhao, Victor W. Yee, Kimberly Gon, Lisa M. Scully, Akram V. Uraizee, Sangita Datta, Sae Ho Song, Lisa Han, Andrew C. J. Huang, PhuongThao Tran, George K. Yeh, John M. Olson, Shawn J. Kim, Lili Sadri, Hannah G. Ahn, Grace E. Lee, Cindy L. Trang, Arezou Babaesfahani, Stephanie Wang, Saif Ansari, Hanwool Kim, Rakesh Bhatia, Brandon Lung, Victoria Ragland, Noemi E. Lee, Casey Shapiro, Van Thanh Mai, Sean H. K. Lee, Holly Dickinson, Joseph Park, Rona Law, Carrou Lee, Cameron M. Rice, Kirandeep Sumra, Alexandra L. Pourzia, Raj Dhaliwal, Vijay A. Patel, Michael Guillermo Daniel, Elaine L. Hsia, Hiu Wai Lam, Yujin Park, Jason H. Melehani, Annie Tigranyan, Xin Zheng, Nasser Heyrani, Jennifer Chang, Neda Asem, Joseph Duy Nguyen, Hanh H. Nguyen, Ted T. Uotani, Harnek Singh, Riley Guerin, Han-Ching H. Tseng, Kevin K. T. Vu, Max Mittelman, Gregory E. Tong, Cynthia Yeh, Jonathan Tran, Steven V. Pham, Bryan Lau, Kenny Lee, Tulika Ghosh, Roger K. Lau, An Huynh Pham, Christopher M. From, Elizabeth B. Johnson, Bobby Asem, Abhik Banerjee, Utpal Banerjee, Derek J. Cheung, Kambria Nguyen, Zainab Saifee, Carmel M. Moazez, Hung G. Trinh, Hannah Kim, Sonja Darwish, Lu Chen, Sondra L. Snyder, Pei-Yun Kao, Kevin Chen, Youngho Cho, Joseph Hargan Calvopina, Neil D. Poria, Vanessa Shih, Danica D. Wiredja, Shuo Wang, Zunera Ghaznavi, Jenny Dinh, Andrew J. Kim, Simran Kahlon, Awais M. Khan, Yuyu Chen, Julie Ko, Elise M. Calonico, Joseph N. Dickan, Huy D. Le, Leslie Jaworski, Xingfu Liang, Brooke Scruggs, Marc Levis-Fitzgerald, Susie Moon, Sara K. Taylor, An An Jiang, Nicholas Bumacod, Siddharth Sukumar, Matthew G. Keehn, Aleksandar Kitich, Cheng-An Tony Chien, Alexander N. Patananan, Jesse J. Cheung, Ragini Bhargava, Michael J. Jang, Alana M. Chin, Nikki Villarasa, Carman Chan, Ami Patel, Stacy Hu, Chiaen Chang, Solomon Rojhani, Michelle J. Kim, Shivani K. Thaker, Daisuke Furukawa, Arunit Singh Chugh, Volker Hartenstein, Hao Li, Akash Bhakta, Khoa T. Truong-N, Mark Sy, Daniel Rothberg, Melinda Feng, Kristine Kim, Nicole A. Azarian, David J. Groves, Sravya Mallam, Man Ting Chou, Katelyn F. Sobotka, Kathy T. Ngo, Justin Hsueh, Jasmine Y. Chen, Jessica Chew, Ira E. Clark, Zhong Ye, Mark R. Cubberly, Komal Wadhwani, Sumedha Singh, Jonathan J. Caine, Tamir Sholklapper, Jane Kuon, Nicholas G. Kouzelos, Emmylou Dowling, Francie Diep, Carolyn Chu, Kalkidan K. Gurara, Isabella Niu, Yaelim A. Park, Yong Jun Lee, Ali R. Haghighi, Nauman Charania, Nitish Mittal, Chee Jia Chin, Ben Sprung-Keyser, Naseem Moridzadeh, Donald N. Allen, Virginia Chu, Cory J. Evans, Luke Berry, Ahmad Bahrami, Justin J. Houman, Jesse M. Zaretsky, Kimberly A. Passmore, Chris Iwuchukwu, Rebecca S. Wang, Christina Lee, David Roh, Hee Jong Kim, Szuyao Lee, Rameen S. Moridzadeh, Randi K. Oyama, Amy A. Patel, Regina Lee, Serena S. Luong, Manpreet Kaur, Dhruv Patel, Xi Xue, Johnny He, Seo-Kyung Oh, Sabrena M. Ahmadi, Angela W. Nieh, Anke Ziegenbalg, Thien Nguyen, Jacinda N. Tran, John Y. Yu, Brian S. Kim, Eric Lin, Omair Khan, Ross G. Kelley, Sung Kyu Lee, Jessica S. Ma, Tanya Hioe, Nicole B. Chew, Kayla G. H. Gurley, Mark R Murata, Jiwon Lee, Hande Tan, Andrew L. Wong, Michael Koenig, Sung-Ling D. Lee, In Young Choi, Daniel Sitz, Paluk K. Walia, Maggie K. Chu, Ke-Huan K. Chow, Jessica R. Ong, Michelle J. Lee, Jenny Huynh, Rachael Le, Riki D. Ranat, Griselda Yanez, Yung-Hsuan Yang, Molly Howland, Ross A. Kornberg, Agafe Saguros, Peter Lin, Jessie C. Wu, Rahul Kumar Ghosh, Anand D. Gandhi, Jaskaran Gill, Edward Kuoy, Tulsi Thakore, Ritika Dutta, Himaja Gaddipati, Truc Ta, Melissa E. Phuphanich, Stacey Lu, Suji Kim, Letty Liang, Megan J. Leong, Derrick M. Chu, Michelle M. Lin, Alejandro LaRiviere, Alexandra L. Havard, Subir Bhatia, Minh-Tu Do, Sarah Kang, Jon Alkali, Kent K. T. Vu, Brian A. Shin, Samira J. Akhave, Kirim Hong, Thomas A. Caldwell, Jonathan Hofman, Vivi Tran, Katherine Chuang, Paul D. Picard, Jay Wang, Nicole A. Calica, Tiffany Y. Lin, Ryan C. Miller, Ida Azizkhanian, Manjot Sandhu, Dhaval Dixit, Kaley Ngo, Daniel Wu, Halley C. Sullivan, Jasmine C. Huynh, Tirth Patel, Vivian Yip, Manish M. Padhiar, Li Ma, Ryen Castillo, Shivtaj Mann, Tuan D. Tran, Albert J. Chang, and Kunal Thaker

Subjects
Lineage (genetic), QH426-470, Biology, 03 medical and health sciences, Gene expression, Genetics, stem, Molecular Biology, Drosophila, Genetics (clinical), 030304 developmental biology, education, 0303 health sciences, g-trace, 4. Education, 05 social sciences, 050301 education, biology.organism_classification, cure, Imaginal disc, Haematopoiesis, Undergraduate research, Expression (architecture), Evolutionary biology, gene expression, 0503 education, Functional genomics
Abstract

A variety of genetic techniques have been devised to determine cell lineage relationships during tissue development. Some of these systems monitor cell lineages spatially and/or temporally without regard to gene expression by the cells, whereas others correlate gene expression with the lineage under study. The GAL4 Technique for Real-time and Clonal Expression (G-TRACE) system allows for rapid, fluorescent protein-based visualization of both current and past GAL4 expression patterns and is therefore amenable to genome-wide expression-based lineage screens. Here we describe the results from such a screen, performed by undergraduate students of the University of California, Los Angeles (UCLA) Undergraduate Research Consortium for Functional Genomics (URCFG) and high school summer scholars as part of a discovery-based education program. The results of the screen, which reveal novel expression-based lineage patterns within the brain, the imaginal disc epithelia, and the hematopoietic lymph gland, have been compiled into the G-TRACE Expression Database (GED), an online resource for use by the Drosophila research community. The impact of this discovery-based research experience on student learning gains was assessed independently and shown to be greater than that of similar programs conducted elsewhere. Furthermore, students participating in the URCFG showed considerably higher STEM retention rates than UCLA STEM students that did not participate in the URCFG, as well as STEM students nationwide.

Published
2019
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3. Exploratory analysis to enhance operational efficiency of new patient screenings

Author

Vanak Huot, Junjie Xu, Britta Magnuson, Hardik Sonani, Shawn J Kim, and Nirav Patel

Subjects
Male, medicine.medical_specialty, 020205 medical informatics, Patient demographics, education, 02 engineering and technology, Efficiency, Dental education, Zip code, 03 medical and health sciences, Appointments and Schedules, 0302 clinical medicine, Electronic health record, 0202 electrical engineering, electronic engineering, information engineering, Operational efficiency, Medicine, Humans, Mass Screening, business.industry, Dental Clinics, 030206 dentistry, General Medicine, Exploratory analysis, Family medicine, Female, Diagnosis code, business, Lead time, Boston
Abstract

Objective The aims of this study were to 1) evaluate patient demographic data for new patient exams (NPE) and 2) analyze lead response time for checked-in and no-show appointments in predoctoral clinics in a dental school. Methods The data for the study were collected from the predoctoral clinics at Tufts University School of Dental Medicine (TUSDM) for patients with NPE appointments with American Dental Association's (ADA) diagnostic code of D100. A total of 26,826 appointments and 24,419 unique patients were reviewed from January 1, 2015 to December 31, 2019. Patient demographic variables such as age, gender, zip codes, and lead response time were analyzed. Results From 26,826 total number of appointments, 10,454 appointments were categorized as no-show appointments (38.97%). In the no-show appointments, the sex distribution was 59.93% female and 40.07% male, and in checked-in category, the sex distribution was 53.75% female and 46.25% male. As the lead response time increased over 5 days, the no-show rate increased to 49.79%. Approximately 55% of the entire NPE was from Greater Boston area. Conclusion The association between lead time and no-show rate was shown that when lead time was reduced, no-show rate decreased. By identifying the no-show appointments and lead time, schools and clinics can improve operational efficiency, reduce financial loss, and maintain continuation of care by supporting patients who need access to care and creating secondary automated recall system to maximize communication and chair use.

Published
2020

4. Predictors and outcomes of delayed plastic biliary stent removal following endoscopic retrograde cholangiopancreatography

Author

Frances Lee, Loren Laine, Kendrick Che, Bryan Nam, Edmond Ohanian, Sarah E Kim, John J. Kim, and Shawn J. Kim

Subjects
Adult, Male, medicine.medical_specialty, Time Factors, Critical Care, Cholangitis, medicine.medical_treatment, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, Stent removal, Intensive care, Ambulatory Care, Humans, Medicine, Anesthesia, University medical, cardiovascular diseases, Device Removal, Aged, Language, Aged, 80 and over, Cholangiopancreatography, Endoscopic Retrograde, Cholestasis, Endoscopic retrograde cholangiopancreatography, medicine.diagnostic_test, business.industry, Multivariable regression analysis, Gastroenterology, Stent, Length of Stay, Middle Aged, equipment and supplies, Prosthesis Failure, Surgery, Choledocholithiasis, surgical procedures, operative, 030220 oncology & carcinogenesis, Baseline characteristics, Biliary stent, Female, Stents, 030211 gastroenterology & hepatology, Radiology, business, Plastics
Abstract

Plastic biliary stents are commonly placed during endoscopic retrograde cholangiopancreatography (ERCP) and should be removed or replaced within 3 months to reduce the risk of stent obstruction. The aim of the study was to identify predictors and outcomes of patients who had delayed plastic biliary stent removal following ERCP.Consecutive patients who received ERCP with plastic biliary stent placement at Loma Linda University Medical Center (10/2004-6/2013) were identified. Delayed removal was defined as presence of stent3 months after index ERCP. Multivariable regression analysis to identify baseline characteristics associated with delayed removal was performed. Clinical outcomes of stent obstruction (e.g., cholangitis, hospitalization, intensive care) were also collected for those with delayed removal.Among 374 patients undergoing ERCP with plastic biliary stent, 71 (19%) had delayed stent removal. Patients who had anesthesia assistance (AOR = 3.8, 95%CI 1.2-11.4), non-English primary language (AOR = 3.0, 95%CI 1.5-6.2), and outpatient ERCP (AOR = 2.0, 95%CI 1.1-3.4) had increased while choledocholithiasis (AOR = 0.5, 95%CI 0.3-0.99) had lower odds of delayed stent removal. Among those with delayed removal, 13 (18%) were hospitalized for stent obstruction (5 (7%) had cholangitis, 8 (11%) were hospitalized for more than a week, and 3 (4%) required intensive care).Almost one-fifth of patients who underwent ERCP with plastic biliary stent placement had delayed removal with nearly one-fifth of these patients requiring hospitalization for stent obstruction. Targeting patients at risk by improving communication and ease of scheduling an ERCP may reduce preventable adverse events associated with delayed biliary stent removal.

Published
2017
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5. Expression-Based Cell Lineage Analysis in

Author

John M, Olson, Cory J, Evans, Kathy T, Ngo, Hee Jong, Kim, Joseph Duy, Nguyen, Kayla G H, Gurley, Truc, Ta, Vijay, Patel, Lisa, Han, Khoa T, Truong-N, Letty, Liang, Maggie K, Chu, Hiu, Lam, Hannah G, Ahn, Abhik Kumar, Banerjee, In Young, Choi, Ross G, Kelley, Naseem, Moridzadeh, Awais M, Khan, Omair, Khan, Szuyao, Lee, Elizabeth B, Johnson, Annie, Tigranyan, Jay, Wang, Anand D, Gandhi, Manish M, Padhiar, Joseph Hargan, Calvopina, Kirandeep, Sumra, Kristy, Ou, Jessie C, Wu, Joseph N, Dickan, Sabrena M, Ahmadi, Donald N, Allen, Van Thanh, Mai, Saif, Ansari, George, Yeh, Earl, Yoon, Kimberly, Gon, John Y, Yu, Johnny, He, Jesse M, Zaretsky, Noemi E, Lee, Edward, Kuoy, Alexander N, Patananan, Daniel, Sitz, PhuongThao, Tran, Minh-Tu, Do, Samira J, Akhave, Silverio D, Alvarez, Bobby, Asem, Neda, Asem, Nicole A, Azarian, Arezou, Babaesfahani, Ahmad, Bahrami, Manjeet, Bhamra, Ragini, Bhargava, Rakesh, Bhatia, Subir, Bhatia, Nicholas, Bumacod, Jonathan J, Caine, Thomas A, Caldwell, Nicole A, Calica, Elise M, Calonico, Carman, Chan, Helen H-L, Chan, Albert, Chang, Chiaen, Chang, Daniel, Chang, Jennifer S, Chang, Nauman, Charania, Jasmine Y, Chen, Kevin, Chen, Lu, Chen, Yuyu, Chen, Derek J, Cheung, Jesse J, Cheung, Jessica J, Chew, Nicole B, Chew, Cheng-An Tony, Chien, Alana M, Chin, Chee Jia, Chin, Youngho, Cho, Man Ting, Chou, Ke-Huan K, Chow, Carolyn, Chu, Derrick M, Chu, Virginia, Chu, Katherine, Chuang, Arunit Singh, Chugh, Mark R, Cubberly, Michael Guillermo, Daniel, Sangita, Datta, Raj, Dhaliwal, Jenny, Dinh, Dhaval, Dixit, Emmylou, Dowling, Melinda, Feng, Christopher M, From, Daisuke, Furukawa, Himaja, Gaddipati, Lilit, Gevorgyan, Zunera, Ghaznavi, Tulika, Ghosh, Jaskaran, Gill, David J, Groves, Kalkidan K, Gurara, Ali R, Haghighi, Alexandra L, Havard, Nasser, Heyrani, Tanya, Hioe, Kirim, Hong, Justin J, Houman, Molly, Howland, Elaine L, Hsia, Justin, Hsueh, Stacy, Hu, Andrew J, Huang, Jasmine C, Huynh, Jenny, Huynh, Chris, Iwuchukwu, Michael J, Jang, An An, Jiang, Simran, Kahlon, Pei-Yun, Kao, Manpreet, Kaur, Matthew G, Keehn, Elizabeth J, Kim, Hannah, Kim, Michelle J, Kim, Shawn J, Kim, Aleksandar, Kitich, Ross A, Kornberg, Nicholas G, Kouzelos, Jane, Kuon, Bryan, Lau, Roger K, Lau, Rona, Law, Huy D, Le, Rachael, Le, Carrou, Lee, Christina, Lee, Grace E, Lee, Kenny, Lee, Michelle J, Lee, Regina V, Lee, Sean H K, Lee, Sung Kyu, Lee, Sung-Ling D, Lee, Yong Jun, Lee, Megan J, Leong, David M, Li, Hao, Li, Xingfu, Liang, Eric, Lin, Michelle M, Lin, Peter, Lin, Tiffany, Lin, Stacey, Lu, Serena S, Luong, Jessica S, Ma, Li, Ma, Justin N, Maghen, Sravya, Mallam, Shivtaj, Mann, Jason H, Melehani, Ryan C, Miller, Nitish, Mittal, Carmel M, Moazez, Susie, Moon, Rameen, Moridzadeh, Kaley, Ngo, Hanh H, Nguyen, Kambria, Nguyen, Thien H, Nguyen, Angela W, Nieh, Isabella, Niu, Seo-Kyung, Oh, Jessica R, Ong, Randi K, Oyama, Joseph, Park, Yaelim A, Park, Kimberly A, Passmore, Ami, Patel, Amy A, Patel, Dhruv, Patel, Tirth, Patel, Katherine E, Peterson, An Huynh, Pham, Steven V, Pham, Melissa E, Phuphanich, Neil D, Poria, Alexandra, Pourzia, Victoria, Ragland, Riki D, Ranat, Cameron M, Rice, David, Roh, Solomon, Rojhani, Lili, Sadri, Agafe, Saguros, Zainab, Saifee, Manjot, Sandhu, Brooke, Scruggs, Lisa M, Scully, Vanessa, Shih, Brian A, Shin, Tamir, Sholklapper, Harnek, Singh, Sumedha, Singh, Sondra L, Snyder, Katelyn F, Sobotka, Sae Ho, Song, Siddharth, Sukumar, Halley C, Sullivan, Mark, Sy, Hande, Tan, Sara K, Taylor, Shivani K, Thaker, Tulsi, Thakore, Gregory E, Tong, Jacinda N, Tran, Jonathan, Tran, Tuan D, Tran, Vivi, Tran, Cindy L, Trang, Hung G, Trinh, Peter, Trinh, Han-Ching H, Tseng, Ted T, Uotani, Akram V, Uraizee, Kent K T, Vu, Kevin K T, Vu, Komal, Wadhwani, Paluk K, Walia, Rebecca S, Wang, Shuo, Wang, Stephanie J, Wang, Danica D, Wiredja, Andrew L, Wong, Daniel, Wu, Xi, Xue, Griselda, Yanez, Yung-Hsuan, Yang, Zhong, Ye, Victor W, Yee, Cynthia, Yeh, Yue, Zhao, Xin, Zheng, Anke, Ziegenbalg, Jon, Alkali, Ida, Azizkhanian, Akash, Bhakta, Luke, Berry, Ryen, Castillo, Sonja, Darwish, Holly, Dickinson, Ritika, Dutta, Rahul Kumar, Ghosh, Riley, Guerin, Jonathan, Hofman, Garrick, Iwamoto, Sarah, Kang, Andrew, Kim, Brian, Kim, Hanwool, Kim, Kristine, Kim, Suji, Kim, Julie, Ko, Michael, Koenig, Alejandro, LaRiviere, Clifton, Lee, Jiwon, Lee, Brandon, Lung, Max, Mittelman, Mark, Murata, Yujin, Park, Daniel, Rothberg, Ben, Sprung-Keyser, Kunal, Thaker, Vivian, Yip, Paul, Picard, Francie, Diep, Nikki, Villarasa, Volker, Hartenstein, Casey, Shapiro, Marc, Levis-Fitzgerald, Leslie, Jaworski, David, Loppato, Ira E, Clark, and Utpal, Banerjee

Subjects
education, Universities, Research, Brain, Gene Expression, G-TRACE, Investigations, STEM, Eye, Lymphatic System, Animals, Wings, Animal, Cell Lineage, Drosophila, Students, CURE
Abstract

A variety of genetic techniques have been devised to determine cell lineage relationships during tissue development. Some of these systems monitor cell lineages spatially and/or temporally without regard to gene expression by the cells, whereas others correlate gene expression with the lineage under study. The GAL4 Technique for Real-time and Clonal Expression (G-TRACE) system allows for rapid, fluorescent protein-based visualization of both current and past GAL4 expression patterns and is therefore amenable to genome-wide expression-based lineage screens. Here we describe the results from such a screen, performed by undergraduate students of the University of California, Los Angeles (UCLA) Undergraduate Research Consortium for Functional Genomics (URCFG) and high school summer scholars as part of a discovery-based education program. The results of the screen, which reveal novel expression-based lineage patterns within the brain, the imaginal disc epithelia, and the hematopoietic lymph gland, have been compiled into the G-TRACE Expression Database (GED), an online resource for use by the Drosophila research community. The impact of this discovery-based research experience on student learning gains was assessed independently and shown to be greater than that of similar programs conducted elsewhere. Furthermore, students participating in the URCFG showed considerably higher STEM retention rates than UCLA STEM students that did not participate in the URCFG, as well as STEM students nationwide.

Published
2019

6. Sa1219 Rebleeding and Transfusions Rates Are Higher in Patients With Gastrointestinal Angiodysplasia Who Present With Moderate to Severe Aortic Stenosis

Author

Christian S. Jackson, Jimmy Duong, and Shawn J. Kim

Subjects
Moderate to severe, medicine.medical_specialty, business.industry, Gastrointestinal angiodysplasia, Gastroenterology, medicine.disease, Surgery, Stenosis, Internal medicine, Cardiology, medicine, Radiology, Nuclear Medicine and imaging, In patient, business
Published
2017
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7. Pseudomelanosis Gastri

Author

Erick Imbertson, Richard M. Strong, and Shawn J. Kim

Subjects
medicine.medical_specialty, Hepatology, Pseudomelanosis, business.industry, Gastroenterology, Medicine, business, Dermatology
Published
2015
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8. Sa1185 Predictors and Outcomes of Delayed Biliary Stent Removal Following Endoscopic Retrograde Cholangiopancreatography

Author

Frances Lee, Edmond Ohanian, Bryan Nam, Shawn J. Kim, John J. Kim, Sarah Kim, Loren Laine, and Kendrick Che

Subjects
medicine.medical_specialty, Endoscopic retrograde cholangiopancreatography, medicine.diagnostic_test, business.industry, Gastroenterology, medicine, Biliary stent, Radiology, Nuclear Medicine and imaging, business, Surgery
Published
2016
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9. Geographic Information System to Determine Quality of Bowel Preparation for a Catchment Area of a Veterans Affairs Healthcare System: A Descriptive Analysis

Author

Shawn J. Kim, Gagandeep Gill, Christian S. Jackson, Steve Serrao, Scott H. Lee, and Bryan Nam

Subjects
Geographic information system, Hepatology, Descriptive statistics, business.industry, media_common.quotation_subject, Gastroenterology, medicine.disease, medicine, Bowel preparation, Quality (business), Medical emergency, Catchment area, business, Veterans Affairs, media_common, Healthcare system
Published
2015
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