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Retrospective Studies

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Full-Text Articles in Medicine and Health Sciences

Veterans Health Administration Enrollees’ Choice Of Care Setting Relates To The Expansion Of Care Options: Evidence From Screening Colonoscopies Before And After The Mission Act, Chase S Eck, Cheng Jiang, Laura A Petersen Feb 2024

Veterans Health Administration Enrollees’ Choice Of Care Setting Relates To The Expansion Of Care Options: Evidence From Screening Colonoscopies Before And After The Mission Act, Chase S Eck, Cheng Jiang, Laura A Petersen

Center for Medical Ethics and Health Policy Staff Publications

Objective: To estimate whether those enrolled in the Veterans Health Administration (VHA) were less likely to use VHA-delivered colorectal cancer screening colonoscopies after the MISSION Act.

Data sources and study setting: Secondary data were collected on VHA-enrolled Veterans from FY2017-FY2021.

Study design: This retrospective cross-sectional study measured the volume and share of screening colonoscopies that were VHA-delivered over time and by drive time eligibility-defined as living more than 60 min away from the nearest VHA specialty-care clinic. We used a multivariable logistic regression to adjust for patient and facility factors.

Data extraction: Data were extracted for VHA enrollees (n = …


Racial/Ethnic Disparities In The Association Between Patient Care Experiences And Receipt Of Initial Surgical Breast Cancer Care: Findings From Seer-Cahps, Mariana Arevalo, Trevor A Pickering, Sally W Vernon, Kayo Fujimoto, Melissa F Peskin, Albert J Farias Feb 2024

Racial/Ethnic Disparities In The Association Between Patient Care Experiences And Receipt Of Initial Surgical Breast Cancer Care: Findings From Seer-Cahps, Mariana Arevalo, Trevor A Pickering, Sally W Vernon, Kayo Fujimoto, Melissa F Peskin, Albert J Farias

Faculty, Staff and Student Publications

PURPOSE: We determined whether racial/ethnic differences in patient experiences with care influence timeliness and type of initial surgical breast cancer treatment for a sample of female Medicare cancer patients.

METHODS: We conducted a retrospective cohort study using the linked Epidemiology and End Results-Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) dataset. The outcomes were: (1) time-to-initial surgical treatment, and (2) type of treatment [breast conserving surgery (BCS) vs. mastectomy]. The indicators were reports of four types of patient experiences with care including doctor communication, getting care quickly, getting needed care, and getting needed Rx. Interaction terms in each multivariable logistic …


Convergent Mapk Pathway Alterations Mediate Acquired Resistance To Fgfr Inhibitors In Fgfr2 Fusion-Positive Cholangiocarcinoma, Timothy P Diperi, Ming Zhao, Kurt W Evans, Kaushik Varadarajan, Tyler Moss, Stephen Scott, Michael P Kahle, Charnel C Byrnes, Huiqin Chen, Sunyoung S Lee, Abdel-Baset Halim, Hiroshi Hirai, Volker Wacheck, Lawrence N Kwong, Jordi Rodon, Milind Javle, Funda Meric-Bernstam Feb 2024

Convergent Mapk Pathway Alterations Mediate Acquired Resistance To Fgfr Inhibitors In Fgfr2 Fusion-Positive Cholangiocarcinoma, Timothy P Diperi, Ming Zhao, Kurt W Evans, Kaushik Varadarajan, Tyler Moss, Stephen Scott, Michael P Kahle, Charnel C Byrnes, Huiqin Chen, Sunyoung S Lee, Abdel-Baset Halim, Hiroshi Hirai, Volker Wacheck, Lawrence N Kwong, Jordi Rodon, Milind Javle, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Background & aims: There is a knowledge gap in understanding mechanisms of resistance to fibroblast growth factor receptor (FGFR) inhibitors (FGFRi) and a need for novel therapeutic strategies to overcome it. We investigated mechanisms of acquired resistance to FGFRi in patients with FGFR2-fusion-positive cholangiocarcinoma (CCA).

Methods: A retrospective analysis of patients who received FGFRi therapy and underwent tumor and/or cell-free DNA analysis, before and after treatment, was performed. Longitudinal circulating tumor DNA samples from a cohort of patients in the phase I trial of futibatinib (NCT02052778) were assessed. FGFR2-BICC1 fusion cell lines were developed and secondary acquired resistance …


Bladder Repair With Irrigation And Debridement And Open Reduction Internal Fixation Of The Anterior Pelvic Ring Is Safe And Decreases Risk Of Infection In Pelvic Ring Injuries With Extraperitoneal Bladder Ruptures, Augustine M Saiz, Edmond O'Donnell, Patrick Kellam, Courtney Cleary, Ximia Moore, Blake J Schultz, Ryan Mayer, Adeet Amin, Joshua Gary, Stephen J Warner, Milton L Routt, Jonathan G Eastman Feb 2024

Bladder Repair With Irrigation And Debridement And Open Reduction Internal Fixation Of The Anterior Pelvic Ring Is Safe And Decreases Risk Of Infection In Pelvic Ring Injuries With Extraperitoneal Bladder Ruptures, Augustine M Saiz, Edmond O'Donnell, Patrick Kellam, Courtney Cleary, Ximia Moore, Blake J Schultz, Ryan Mayer, Adeet Amin, Joshua Gary, Stephen J Warner, Milton L Routt, Jonathan G Eastman

Faculty, Staff and Student Publications

Objectives: To determine the incidence of infection in nonoperative versus operative management of extraperitoneal bladder ruptures in patients with pelvic ring injuries.

Design: A retrospective cohort study of 2 prospectively collected trauma registries.

Setting: Two Level 1 trauma centers.

Patient selection criteria: Patients with operative pelvic ring injuries, 68 (6%) had extraperitoneal bladder ruptures.

Outcome measures and comparisons: The primary outcome was the incidence and associated risk factors of deep pelvic infection requiring return to OR for surgical debridement. Secondary outcomes included quality of reduction, other complications, and radiographic union. Comparisons were made based on the status of any associated …


Metaphyseal Fracture Displacement Is Predictive Of Intra-Articular Diastasis In Adolescent Triplane Ankle Fractures, Dustin A Greenhill, Surya N Mundluru, Robert W Gomez, Joseph Romero, Anthony I Riccio Feb 2024

Metaphyseal Fracture Displacement Is Predictive Of Intra-Articular Diastasis In Adolescent Triplane Ankle Fractures, Dustin A Greenhill, Surya N Mundluru, Robert W Gomez, Joseph Romero, Anthony I Riccio

Faculty, Staff and Student Publications

Background: Triplane fractures are rare enough that large homogeneous series to support management decisions are lacking. During initial evaluation, the addition of computed tomography (CT) to conventional X-rays (XR) does not always alter the patient's clinical course. Therefore, routine use of CT is controversial. This study aims to: (1) clarify quantitative relationships between articular displacement measured on XR versus CT and (2) identify whether metaphyseal displacement on the lateral XR predicts clinically relevant articular displacement on a CT scan.

Methods: A 10-year retrospective review of consecutive triplane fractures was performed at a level 1 pediatric trauma center. Maximum articular and …


Impact Of Intra-Operative Shock And Resuscitation On Surgical Site Infections After Trauma Laparotomy, Shah-Jahan M Dodwad, Krislynn M Mueck, Heather R Kregel, Chelsea J Guy-Frank, Kayla D Isbell, James M Klugh, Charles E Wade, John A Harvin, Lillian S Kao, Michael W Wandling Feb 2024

Impact Of Intra-Operative Shock And Resuscitation On Surgical Site Infections After Trauma Laparotomy, Shah-Jahan M Dodwad, Krislynn M Mueck, Heather R Kregel, Chelsea J Guy-Frank, Kayla D Isbell, James M Klugh, Charles E Wade, John A Harvin, Lillian S Kao, Michael W Wandling

Faculty, Staff and Student Publications

Background: Patients undergoing trauma laparotomy experience high rates of surgical site infection (SSI). Although intra-operative shock is a likely contributor to SSI risk, little is known about the relation between shock, intra-operative restoration of physiologic normalcy, and SSI development.

Patients and Methods: A retrospective review of trauma patients who underwent emergent definitive laparotomy was performed. Using shock index and base excess at the beginning and end of laparotomy, patients were classified as normal, persistent shock, resuscitated, or new shock. Univariable and multivariable analyses were performed to identify predictors of organ/space SSI, superficial/deep SSI, and any SSI.

Results: Of 1,191 …


A Surgical Desirability Of Outcome Ranking (Door) Reveals Complex Relationships Between Race/Ethnicity, Insurance Type, And Neighborhood Deprivation, Michael A Jacobs, Susanne Schmidt, Daniel E Hall, Karyn B Stitzenberg, Lillian S Kao, Bradley B Brimhall, Chen-Pin Wang, Laura S Manuel, Hoah-Der Su, Jonathan C Silverstein, Paula K Shireman Feb 2024

A Surgical Desirability Of Outcome Ranking (Door) Reveals Complex Relationships Between Race/Ethnicity, Insurance Type, And Neighborhood Deprivation, Michael A Jacobs, Susanne Schmidt, Daniel E Hall, Karyn B Stitzenberg, Lillian S Kao, Bradley B Brimhall, Chen-Pin Wang, Laura S Manuel, Hoah-Der Su, Jonathan C Silverstein, Paula K Shireman

Faculty, Staff and Student Publications

Objective: Develop an ordinal Desirability of Outcome Ranking (DOOR) for surgical outcomes to examine complex associations of Social Determinants of Health.

Background: Studies focused on single or binary composite outcomes may not detect health disparities.

Methods: Three health care system cohort study using NSQIP (2013-2019) linked with EHR and risk-adjusted for frailty, preoperative acute serious conditions (PASC), case status and operative stress assessing associations of multilevel Social Determinants of Health of race/ethnicity, insurance type (Private 13,957; Medicare 15,198; Medicaid 2835; Uninsured 2963) and Area Deprivation Index (ADI) on DOOR and the binary Textbook Outcomes (TO).

Results: Patients living in highly …


Association Of Socioeconomic Factors And Severity Of Bronchiolitis Hospitalizations, Raymond Parlar-Chun, Zoabe Hafeez Feb 2024

Association Of Socioeconomic Factors And Severity Of Bronchiolitis Hospitalizations, Raymond Parlar-Chun, Zoabe Hafeez

Faculty, Staff and Student Publications

It is unclear if socioeconomic status (SES) factors influence severity of illness of patients hospitalized with bronchiolitis. This study was conducted to identify SES factors including the Center for Disease Control and Prevention’s Social Vulnerability Composite Index (SVI), estimated income, proportion of minority, proportion of living below poverty, insurance status, and number of household members associated with length of stay (LOS) and intensive care unit admission. Infants hospitalized at a tertiary care urban center for bronchiolitis were identified using International Classification of Diseases codes. Federal information processing system codes were identified from home address and paired with SVI and 2018 …


Characteristics And Outcomes Of Patients With Multiple Myeloma Who Developed Therapy-Related Acute Myeloid Leukemia And Myelodysplastic Syndrome After Autologous Cell Transplantation, Fevzi F Yalniz, Uri Greenbaum, Oren Pasvolsky, Denái R Milton, Rashmi Kanagal-Shamanna, Jeremy Ramdial, Samer Srour, Rohtesh Mehta, Amin Alousi, Uday R Popat, Yago Nieto, Partow Kebriaei, Gheath Al-Atrash, Betul Oran, Chitra Hosing, Sairah Ahmed, Richard E Champlin, Elizabeth J Shpall, Muzaffar H Qazilbash, Qaiser Bashir Feb 2024

Characteristics And Outcomes Of Patients With Multiple Myeloma Who Developed Therapy-Related Acute Myeloid Leukemia And Myelodysplastic Syndrome After Autologous Cell Transplantation, Fevzi F Yalniz, Uri Greenbaum, Oren Pasvolsky, Denái R Milton, Rashmi Kanagal-Shamanna, Jeremy Ramdial, Samer Srour, Rohtesh Mehta, Amin Alousi, Uday R Popat, Yago Nieto, Partow Kebriaei, Gheath Al-Atrash, Betul Oran, Chitra Hosing, Sairah Ahmed, Richard E Champlin, Elizabeth J Shpall, Muzaffar H Qazilbash, Qaiser Bashir

Faculty, Staff and Student Publications

Patients with multiple myeloma (MM) who undergo high-dose chemotherapy and autologous hematopoietic cell transplantation (Auto-HCT) have an increased risk of developing therapy-related myelodysplastic syndrome and acute myeloid leukemia (t-MDS/AML). We retrospectively reviewed the medical records of all MM patients who underwent an Auto-HCT at our institution between 1 January and 31 December 2018 and later developed t-MDS/AML. Among the 2982 patients who underwent at least 1 Auto-HCT, 55 (2%) developed t-MDS/AML (MDS, n = 52; AML, n = 3). The median age at t-MDS/AML diagnosis was 66 years (range 43-83 years), and the median time from Auto-HCT to t-MDS/AML diagnosis …


Dermatology Healthcare Utilization In Solid-Organ Transplant Recipients: A Retrospective Cohort Study, Carly F Stender, Lucy J Navsaria, Jiangong Niu, Nasim Khalfe, Candice L Hinkston, Sharon H Giordano, Mackenzie R Wehner Feb 2024

Dermatology Healthcare Utilization In Solid-Organ Transplant Recipients: A Retrospective Cohort Study, Carly F Stender, Lucy J Navsaria, Jiangong Niu, Nasim Khalfe, Candice L Hinkston, Sharon H Giordano, Mackenzie R Wehner

Faculty, Staff and Student Publications

No abstract provided.


The Role Of Palliative Care Consultation In Withdrawal Of Life-Sustaining Treatment Among Icu Patients Receiving Veno-Venous Extracorporeal Membrane Oxygenation (Vv-Ecmo): A Retrospective Case-Control Study, Gabriel Patarroyo-Aponte, Saeed Shoar, Deptmer M Ashley, Ali Noorbaksh, Dev Patel, Alisha Y Young, Bindu H Akkanti, Mark T Warner, Maria M Patarroyo-Aponte, Biswajit Kar, Igor D Gregoric, Caroline Ha, Bela Patel Feb 2024

The Role Of Palliative Care Consultation In Withdrawal Of Life-Sustaining Treatment Among Icu Patients Receiving Veno-Venous Extracorporeal Membrane Oxygenation (Vv-Ecmo): A Retrospective Case-Control Study, Gabriel Patarroyo-Aponte, Saeed Shoar, Deptmer M Ashley, Ali Noorbaksh, Dev Patel, Alisha Y Young, Bindu H Akkanti, Mark T Warner, Maria M Patarroyo-Aponte, Biswajit Kar, Igor D Gregoric, Caroline Ha, Bela Patel

Faculty, Staff and Student Publications

Background: Extracorporeal membrane oxygenation (ECMO) has extended the survivability of critically ill patients beyond their unsupported prognosis and has widened the timeframe for making an informed decision about the goal of care. However, an extended time window for survival does not necessarily translate into a better outcome and the sustaining treatment is ultimately withdrawn in many patients. Emerging evidence has implicated the determining role of palliative care consult (PCC) in direction of the care that critically ill patients receive. Objective: To evaluate the impact of PCC in withdrawal of life-sustaining treatment (WOLST) among critically ill patients, who were placed on …


The Role Of Peroxisome Proliferator-Activated Receptors In The Development And Physiology Of Gametes And Preimplantation Embryos, Gabriel Patarroyo-Aponte, Saeed Shoar, Deptmer M Ashley, Ali Noorbaksh, Dev Patel, Alisha Y Young, Bindu H Akkanti, Mark T Warner, Maria M Patarroyo-Aponte, Biswajit Kar, Igor D Gregoric, Caroline Ha, Bela Patel Feb 2024

The Role Of Peroxisome Proliferator-Activated Receptors In The Development And Physiology Of Gametes And Preimplantation Embryos, Gabriel Patarroyo-Aponte, Saeed Shoar, Deptmer M Ashley, Ali Noorbaksh, Dev Patel, Alisha Y Young, Bindu H Akkanti, Mark T Warner, Maria M Patarroyo-Aponte, Biswajit Kar, Igor D Gregoric, Caroline Ha, Bela Patel

Faculty, Staff and Student Publications

Background: Extracorporeal membrane oxygenation (ECMO) has extended the survivability of critically ill patients beyond their unsupported prognosis and has widened the timeframe for making an informed decision about the goal of care. However, an extended time window for survival does not necessarily translate into a better outcome and the sustaining treatment is ultimately withdrawn in many patients. Emerging evidence has implicated the determining role of palliative care consult (PCC) in direction of the care that critically ill patients receive. Objective: To evaluate the impact of PCC in withdrawal of life-sustaining treatment (WOLST) among critically ill patients, who were placed on …


Increased Prevalence Of Clostridioides Difficile Infection Among Pediatric Oncology Patients: Risk Factors For Infection And Complications, Brianna R Murphy, Natalie J Dailey Garnes, Hyunsoo Hwang, Christine B Peterson, Kevin W Garey, Pablo Okhuysen Feb 2024

Increased Prevalence Of Clostridioides Difficile Infection Among Pediatric Oncology Patients: Risk Factors For Infection And Complications, Brianna R Murphy, Natalie J Dailey Garnes, Hyunsoo Hwang, Christine B Peterson, Kevin W Garey, Pablo Okhuysen

Faculty, Staff and Student Publications

Background: Pediatric oncology patients, who are typically immunosuppressed, exposed to medications associated with increased Clostridioides difficile infection (CDI) risk and hospitalized, are expected to be at substantial risk for infection and complications. Although certain C. difficile ribotypes have been associated with more severe infection in adults, such an association has not been described in children.

Methods: To characterize CDI epidemiology, including risk factors and complications among pediatric oncology patients, we retrospectively reviewed charts of patients 1-18 years old treated at a designated cancer center during 2000-2017. We used fluorescence-based polymerase chain reaction to identify ribotypes causing disease at our institution. …


Long-Term Non-Progression And Risk Factors For Disease Progression Among Children Living With Hiv In Botswana And Uganda: A Retrospective Cohort Study, Samuel Kyobe, Grace Kisitu, Savannah Mwesigwa, John Farirai, Eric Katagirya, Gaone Retshabile, Lesedi Williams, Angela Mirembe, Lesego Ketumile, Misaki Wayengera, John Mukisa, Gaseene Sebetso, Thabo Diphoko, Marion Amujal, Edgar Kigozi, Fred Katabazi, Ronald Oceng, Busisiwe Mlotshwa, Koketso Morapedi, Betty Nsangi, Edward Wampande, Masego Tsimako, Chester Brown, Ishmael Kasvosve, Moses Joloba, Gabriel Anabwani, Sununguko Mpoloka, Graeme Mardon, Adeodata Kekitiinwa, Neil A Hanchard, Jacqueline Kyosiimire-Lugemwa, Mogomotsi Matshaba, Dithan Kiragga Feb 2024

Long-Term Non-Progression And Risk Factors For Disease Progression Among Children Living With Hiv In Botswana And Uganda: A Retrospective Cohort Study, Samuel Kyobe, Grace Kisitu, Savannah Mwesigwa, John Farirai, Eric Katagirya, Gaone Retshabile, Lesedi Williams, Angela Mirembe, Lesego Ketumile, Misaki Wayengera, John Mukisa, Gaseene Sebetso, Thabo Diphoko, Marion Amujal, Edgar Kigozi, Fred Katabazi, Ronald Oceng, Busisiwe Mlotshwa, Koketso Morapedi, Betty Nsangi, Edward Wampande, Masego Tsimako, Chester Brown, Ishmael Kasvosve, Moses Joloba, Gabriel Anabwani, Sununguko Mpoloka, Graeme Mardon, Adeodata Kekitiinwa, Neil A Hanchard, Jacqueline Kyosiimire-Lugemwa, Mogomotsi Matshaba, Dithan Kiragga

Faculty, Staff and Students Publications

OBJECTIVES: We utilize a large retrospective study cohort derived from electronic medical records to estimate the prevalence of long-term non-progression (LTNP) and determine the factors associated with progression among children infected with HIV in Botswana and Uganda.

METHODS: Electronic medical records from large tertiary HIV clinical centers in Botswana and Uganda were queried to identify LTNP children 0-18 years enrolled between June 2003 and May 2014 and extract demographic and nutritional parameters. Multivariate subdistribution hazard analyses were used to examine demographic factors and nutritional status in progression in the pre-antiretroviral therapy era.

RESULTS: Between the two countries, 14,246 antiretroviral therapy-naïve …


Epidemiology And Preventability Of Hospital-Onset Bacteremia And Fungemia In 2 Hospitals In India, Sumanth Gandra, Dorothy Sinclair, Dustin Stwalley, Jacaranda Van Rheenen, David K Warren, Et Al. Feb 2024

Epidemiology And Preventability Of Hospital-Onset Bacteremia And Fungemia In 2 Hospitals In India, Sumanth Gandra, Dorothy Sinclair, Dustin Stwalley, Jacaranda Van Rheenen, David K Warren, Et Al.

2020-Current year OA Pubs

OBJECTIVE: Studies evaluating the incidence, source, and preventability of hospital-onset bacteremia and fungemia (HOB), defined as any positive blood culture obtained after 3 calendar days of hospital admission, are lacking in low- and middle-income countries (LMICs).

DESIGN, SETTING, AND PARTICIPANTS: All consecutive blood cultures performed for 6 months during 2020-2021 in 2 hospitals in India were reviewed to assess HOB and National Healthcare Safety Network (NHSN) reportable central-line-associated bloodstream infection (CLABSI) events. Medical records of a convenience sample of 300 consecutive HOB events were retrospectively reviewed to determine source and preventability. Univariate and multivariable logistic regression analyses were performed to …


Cardiac Magnetic Resonance Imaging In Detection Of Progressive Graft Dysfunction In Pediatric Heart Transplantation, Kae Watanabe, Nicoleta C Arva, Joshua D Robinson, Cynthia Rigsby, Michael Markl, Melanie Sojka, Paul Tannous, Jennifer Arzu, Nazia Husain Feb 2024

Cardiac Magnetic Resonance Imaging In Detection Of Progressive Graft Dysfunction In Pediatric Heart Transplantation, Kae Watanabe, Nicoleta C Arva, Joshua D Robinson, Cynthia Rigsby, Michael Markl, Melanie Sojka, Paul Tannous, Jennifer Arzu, Nazia Husain

Faculty, Staff and Students Publications

BACKGROUND: Chronic graft failure (CGF) in pediatric heart transplant (PHT) is multifactorial and may present with findings of fibrosis and microvessel disease (MVD) on endomyocardial biopsy (EMB). There is no optimal CGF surveillance method. We evaluated associations between cardiac magnetic resonance imaging (CMR) and historical/EMB correlates of CGF to assess CMR's utility as a surveillance method.

METHODS: Retrospective analysis of PHT undergoing comprehensive CMR between September 2015 and January 2022 was performed. EMB within 6 months was graded for fibrosis (scale 0-5) and MVD (number of capillaries with stenotic wall thickening per field of view). Correlation analysis and logistic regression …


Development And Validation Of A Risk Model For Hospital-Acquired Venous Thrombosis: The Medical Inpatients Thrombosis And Hemostasis Study, Neil A Zakai, Katherine Wilkinson, Andrew D Sparks, Ryan T Packer, Insu Koh, Nicholas S Roetker, Allen B Repp, Ryan Thomas, Chris E Holmes, Mary Cushman, Timothy B Plante, Hanny Al-Samkari, Allyson M Pishko, William A Wood, Camila Masias, Radhika Gangaraju, Ang Li, David Garcia, Kerri L Wiggins, Jordan K Schaefer, Craig Hooper, Nicholas L Smith, Leslie A Mcclure Feb 2024

Development And Validation Of A Risk Model For Hospital-Acquired Venous Thrombosis: The Medical Inpatients Thrombosis And Hemostasis Study, Neil A Zakai, Katherine Wilkinson, Andrew D Sparks, Ryan T Packer, Insu Koh, Nicholas S Roetker, Allen B Repp, Ryan Thomas, Chris E Holmes, Mary Cushman, Timothy B Plante, Hanny Al-Samkari, Allyson M Pishko, William A Wood, Camila Masias, Radhika Gangaraju, Ang Li, David Garcia, Kerri L Wiggins, Jordan K Schaefer, Craig Hooper, Nicholas L Smith, Leslie A Mcclure

Faculty, Staff and Students Publications

Background: Regulatory organizations recommend assessing hospital-acquired (HA) venous thromboembolism (VTE) risk for medical inpatients.

Objectives: To develop and validate a risk assessment model (RAM) for HA-VTE in medical inpatients using objective and assessable risk factors knowable at admission.

Methods: The development cohort included people admitted to medical services at the University of Vermont Medical Center (Burlington, Vermont) between 2010 and 2019, and the validation cohorts included people admitted to Hennepin County Medical Center (Minneapolis, Minnesota), University of Michigan Medical Center (Ann Arbor, Michigan), and Harris Health Systems (Houston, Texas). Individuals with VTE at admission, aged < 18 years, and admitted for < 1 midnight were excluded. We used a Bayesian penalized regression technique to select candidate HA-VTE risk factors for final inclusion in the RAM.

Results: The development cohort included …


The Importance Of Considering Competing Risks In Recurrence Analysis Of Intracranial Meningioma, Christian Mirian, Lasse Rehné Jensen, Tareq A Juratli, Andrea Daniela Maier, Sverre H Torp, Helen A Shih, Ramin A Morshed, Jacob S Young, Stephen T Magill, Luca Bertero, Walter Stummer, Dorothee Cäcilia Spille, Benjamin Brokinkel, Soichi Oya, Satoru Miyawaki, Nobuhito Saito, Martin Proescholdt, Yasuhiro Kuroi, Konstantinos Gousias, Matthias Simon, Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C Prabhu, John T Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Matthew Koshy, Karthikeyan Perumal, Mustafa K Baskaya, Donald M Cannon, Dennis C Shrieve, Chang-Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y Eyüpoglu, Tony Catalan, Austin Lui, Philip V Theodosopoulos, Michael W Mcdermott, Fang Wang, Fuyou Guo, Pedro Góes, Manoel Antonio De Paiva Neto, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie-Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J Patel, Tiemo J Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Anders Broechner, Mathias Jacobsen Bach, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen Feb 2024

The Importance Of Considering Competing Risks In Recurrence Analysis Of Intracranial Meningioma, Christian Mirian, Lasse Rehné Jensen, Tareq A Juratli, Andrea Daniela Maier, Sverre H Torp, Helen A Shih, Ramin A Morshed, Jacob S Young, Stephen T Magill, Luca Bertero, Walter Stummer, Dorothee Cäcilia Spille, Benjamin Brokinkel, Soichi Oya, Satoru Miyawaki, Nobuhito Saito, Martin Proescholdt, Yasuhiro Kuroi, Konstantinos Gousias, Matthias Simon, Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C Prabhu, John T Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Matthew Koshy, Karthikeyan Perumal, Mustafa K Baskaya, Donald M Cannon, Dennis C Shrieve, Chang-Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y Eyüpoglu, Tony Catalan, Austin Lui, Philip V Theodosopoulos, Michael W Mcdermott, Fang Wang, Fuyou Guo, Pedro Góes, Manoel Antonio De Paiva Neto, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie-Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J Patel, Tiemo J Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Anders Broechner, Mathias Jacobsen Bach, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen

Faculty, Staff and Students Publications

BACKGROUND: The risk of recurrence is overestimated by the Kaplan-Meier method when competing events, such as death without recurrence, are present. Such overestimation can be avoided by using the Aalen-Johansen method, which is a direct extension of Kaplan-Meier that accounts for competing events. Meningiomas commonly occur in older individuals and have slow-growing properties, thereby warranting competing risk analysis. The extent to which competing events are considered in meningioma literature is unknown, and the consequences of using incorrect methodologies in meningioma recurrence risk analysis have not been investigated.

METHODS: We surveyed articles indexed on PubMed since 2020 to assess the usage …


Management Of Infliximab Refractory Immune Checkpoint Inhibitor Gastrointestinal Toxicity: A Multicenter Case Series, Catriona Harvey, Kazi J Nahar, Janet Mckeown, Serigne N Lo, Sheima Farag, Nadia Yousaf, Kate Young, Liselotte Tas, Aafke Meerveld-Eggink, Christian Blank, Austin Thomas, Jennifer Mcquade, Bastian Schilling, Douglas B Johnson, Roberto Martín Huertas, Ana Arance, Joanna Lee, Lisa Zimmer, Georgina V Long, Matteo S Carlino, Yinghong Wang, Alexander Maxwell Menzies Jan 2024

Management Of Infliximab Refractory Immune Checkpoint Inhibitor Gastrointestinal Toxicity: A Multicenter Case Series, Catriona Harvey, Kazi J Nahar, Janet Mckeown, Serigne N Lo, Sheima Farag, Nadia Yousaf, Kate Young, Liselotte Tas, Aafke Meerveld-Eggink, Christian Blank, Austin Thomas, Jennifer Mcquade, Bastian Schilling, Douglas B Johnson, Roberto Martín Huertas, Ana Arance, Joanna Lee, Lisa Zimmer, Georgina V Long, Matteo S Carlino, Yinghong Wang, Alexander Maxwell Menzies

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitor (ICI) gastrointestinal toxicity (gastritis, enteritis, colitis) is a major cause of morbidity and treatment-related death. Guidelines agree steroid-refractory cases warrant infliximab, however best management of infliximab-refractory ICI gastrointestinal toxicity (IRIGItox) is unknown.

Methods: We conducted an international multicenter retrospective case series. IRIGItox was defined as failure of symptom resolution ≤grade 1 (Common Terminology Criteria for Adverse Events V.5.0) following ≥2 infliximab doses or failure of symptom resolution ≤grade 2 after one dose. Data were extracted regarding demographics, steroid use, response to treatment, and survival outcomes. Toxicity was graded at symptom onset and time of infliximab failure. …


Echocardiographic Parameters Associated With Less Reverse Left Ventricular Remodeling After Transcatheter Aortic Valve Implant In Subjects With Prosthesis Patient Mismatch, Andrew C. Peters, Fei Fei Gong, Ashvita Ramesh, Adin Andrei, Madeline Jankowski, Eric Cantey, Vincent Chen, James D. Thomas, James D. Flaherty, S. Christopher Malaisrie, Kameswari Maganti Jan 2024

Echocardiographic Parameters Associated With Less Reverse Left Ventricular Remodeling After Transcatheter Aortic Valve Implant In Subjects With Prosthesis Patient Mismatch, Andrew C. Peters, Fei Fei Gong, Ashvita Ramesh, Adin Andrei, Madeline Jankowski, Eric Cantey, Vincent Chen, James D. Thomas, James D. Flaherty, S. Christopher Malaisrie, Kameswari Maganti

Division of Cardiology Faculty Papers

BACKGROUND: Transaortic valve implant (TAVI) is the treatment of choice for severe aortic stenosis (AS). Some patients develop prosthesis patient mismatch (PPM) after TAVI. It is challenging to determine which patients are at risk for clinical deterioration.

METHODS: We retrospectively measured echocardiographic parameters of left ventricular (LV) morphology and function, prosthetic aortic valve effective orifice area (iEOA) and hemodynamics in 313 patients before and 1 year after TAVI. Our objective was to compare the change in echocardiographic parameters associated with left ventricular reverse modeling in subjects with and without PPM. Our secondary objective was to evaluate echo parameters associated with …


Clarification Of Adverse Drug Reactions By A Pharmacovigilance Team Results In Increased Antibiotic Re-Prescribing At A Freestanding United States Children's Hospital., Keith Feldman, Sarah Suppes, Jennifer Goldman Jan 2024

Clarification Of Adverse Drug Reactions By A Pharmacovigilance Team Results In Increased Antibiotic Re-Prescribing At A Freestanding United States Children's Hospital., Keith Feldman, Sarah Suppes, Jennifer Goldman

Manuscripts, Articles, Book Chapters and Other Papers

Documentation of adverse drug reactions (ADRs) is a key factor in guiding future prescribing. However, incomplete documentation is common and often fails to distinguish implicated drugs as true allergies. This in turn leads to unnecessary avoidance of implicated drug classes and may result in sub-optimal prescribing. Pharmacovigilance (PV) programs utilize a systematic approach to clarify ADR documentation and are known to improve patient safety. Yet it remains unclear if PV alters prescribing. Or, if the existence of the ADR documentation itself continues to prompt avoidance of implicated drugs. To address this, our work presents a retrospective cohort study assessing if …


Outcomes Of Patients With Multiple Myeloma And 1q Gain/Amplification Receiving Autologous Hematopoietic Stem Cell Transplant: The Md Anderson Cancer Center Experience, Oren Pasvolsky, Sassine Ghanem, Denái R Milton, Mikael Rauf, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Yosra Aljawai, Hina N Khan, Partow Kebriaei, Hans C Lee, Krina K Patel, Sheeba K Thomas, Donna M Weber, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash Jan 2024

Outcomes Of Patients With Multiple Myeloma And 1q Gain/Amplification Receiving Autologous Hematopoietic Stem Cell Transplant: The Md Anderson Cancer Center Experience, Oren Pasvolsky, Sassine Ghanem, Denái R Milton, Mikael Rauf, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Yosra Aljawai, Hina N Khan, Partow Kebriaei, Hans C Lee, Krina K Patel, Sheeba K Thomas, Donna M Weber, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

The prognostic impact of additional copies of chromosome 1q (1q + ) on outcomes of newly-diagnosed multiple myeloma (NDMM) patients undergoing autologous transplantation (autoSCT) is unclear. We conducted a retrospective single-center analysis of NDMM patients with 1q21 gain/amplification (3 or ≥4 copies of 1q, respectively) that received autoSCT between 2008-2018. 213 patients were included (79% 1q gain; 21% 1q amplification). The most commonly used induction regimen was bortezomib, lenalidomide, and dexamethasone (41%). At day100 post-autoSCT and at best post-transplant response, 78% and 87% of patients achieved ≥VGPR, and 38% and 50% achieved MRD-negative ≥VGPR, respectively. Median PFS and OS for …


Retrospective Analysis Of The Impact Of High- And Low-Quality Donor Livers For Patients With High-Acuity Illness, Ron K Varghese, Greta E Handing, Ashley E Montgomery, Abbas A Rana, John A Goss Jan 2024

Retrospective Analysis Of The Impact Of High- And Low-Quality Donor Livers For Patients With High-Acuity Illness, Ron K Varghese, Greta E Handing, Ashley E Montgomery, Abbas A Rana, John A Goss

Faculty, Staff and Students Publications

BACKGROUND Patients with high-acuity liver failure have increased access to marginal and split liver options, owing to historically high waitlist mortality rates. While most research states that donor liver quality has no impact on patients with high-acuity illness, there have been inconsistencies in recent research on how liver quality impacts post-transplant outcomes for these patients. We aimed to quantify donor liver quality with various post-transplantation patient outcomes for patients with high-acuity illness. MATERIAL AND METHODS Using the liver donor risk index (LDRI), model for end stage liver disease (MELD), and clinically relevant recipient factors, we used multivariate logistic regression to …


The Irish National Chronic Obstructive Pulmonary Disease Quality Improvement Collaborative: An Adaptive Learning Collaborative, Orla Woods, Rachel Macdonell, John Brennan, Lucia Prihodova, Breda Cushen, Richard W Costello, Timothy J Mcdonnell Jan 2024

The Irish National Chronic Obstructive Pulmonary Disease Quality Improvement Collaborative: An Adaptive Learning Collaborative, Orla Woods, Rachel Macdonell, John Brennan, Lucia Prihodova, Breda Cushen, Richard W Costello, Timothy J Mcdonnell

Faculty, Staff and Student Publications

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is the the most common disease-specific cause of adult emergency hospital admissions in Ireland. Preliminary groundwork indicated that treatment of acute exacerbations of COPD (AECOPD) in Ireland is not standardised between public hospitals. Applying Institute for Healthcare Improvement Breakthrough Series and Model for Improvement methodologies, Royal College of Physicians of Ireland designed and conducted a novel flexible and adaptive quality improvement (QI) collaborative which, using embedded evaluation, aimed to deliver QI teaching to enable teams to implement bespoke, locally applicable changes to improve and standardise acute COPD care at presentation, admission and discharge stages …


Sentinel Lymph Node Mapping With Indocyanine Green Using Spy-Phi In Open Radical Hysterectomy Or Trachelectomy, Maria A Fernandez, Helen D Clark, Maria D Iniesta, Mark F Munsell, Michael Frumovitz, Pedro T Ramirez Jan 2024

Sentinel Lymph Node Mapping With Indocyanine Green Using Spy-Phi In Open Radical Hysterectomy Or Trachelectomy, Maria A Fernandez, Helen D Clark, Maria D Iniesta, Mark F Munsell, Michael Frumovitz, Pedro T Ramirez

Faculty, Staff and Student Publications

Objective: To evaluate the detection rate of at least one sentinel lymph node (SLN) in patients with early cervical cancer who underwent open radical hysterectomy or trachelectomy using indocyanine green (ICG) with the SPY Portable Handler Imager (SPY-PHI) system.

Methods: We retrospectively reviewed patients with cervical cancer FIGO 2018 stage IA1 with lymphovascular invasion up to stage IIIC1p who underwent SLN mapping and open radical hysterectomy or trachelectomy from March 2018 through August 2022 at The University of Texas MD Anderson Cancer Center. ICG was the only tracer used with the SPY-PHI system. Patient demographics, surgical approach, and tumor factors …


Surgical Management Of Choanal Atresia: Two Classic Cases And Review Of The Literature, Philipp Karschnia, Jorg Dietrich, Francesco Bruno, Antonio Dono, Stephanie T Juenger, Nico Teske, Jacob S Young, Tommaso Sciortino, Levin Häni, Martin Van Den Bent, Michael Weller, Michael A Vogelbaum, Ramin A Morshed, Alexander F Haddad, Annette M Molinaro, Nitin Tandon, Juergen Beck, Oliver Schnell, Lorenzo Bello, Shawn Hervey-Jumper, Niklas Thon, Stefan J Grau, Yoshua Esquenazi, Roberta Rudà, Susan M Chang, Mitchel S Berger, Daniel P Cahill, Joerg-Christian Tonn Jan 2024

Surgical Management Of Choanal Atresia: Two Classic Cases And Review Of The Literature, Philipp Karschnia, Jorg Dietrich, Francesco Bruno, Antonio Dono, Stephanie T Juenger, Nico Teske, Jacob S Young, Tommaso Sciortino, Levin Häni, Martin Van Den Bent, Michael Weller, Michael A Vogelbaum, Ramin A Morshed, Alexander F Haddad, Annette M Molinaro, Nitin Tandon, Juergen Beck, Oliver Schnell, Lorenzo Bello, Shawn Hervey-Jumper, Niklas Thon, Stefan J Grau, Yoshua Esquenazi, Roberta Rudà, Susan M Chang, Mitchel S Berger, Daniel P Cahill, Joerg-Christian Tonn

Faculty, Staff and Student Publications

BACKGROUND: Resection of the contrast-enhancing (CE) tumor represents the standard of care in newly diagnosed glioblastoma. However, some tumors ultimately diagnosed as glioblastoma lack contrast enhancement and have a 'low-grade appearance' on imaging (non-CE glioblastoma). We aimed to (a) volumetrically define the value of non-CE tumor resection in the absence of contrast enhancement, and to (b) delineate outcome differences between glioblastoma patients with and without contrast enhancement.

METHODS: The RANO resect group retrospectively compiled a global, eight-center cohort of patients with newly diagnosed glioblastoma per WHO 2021 classification. The associations between postoperative tumor volumes and outcome were analyzed. Propensity score-matched …


A Retrospective Genomic Landscape Of 661 Young Adult Glioblastomas Diagnosed Using 2016 Who Guidelines For Central Nervous System Tumors, James F Haberberger, Worthy Pegram, Nicholas Britt, Kelsie Schiavone, Eric Severson, Radwa Sharaf, Lee A Albacker, Erik Williams, Mirna Lechpammer, Amanda Hemmerich, Douglas Lin, Richard S P Huang, Matthew Hiemenz, Julia Elvin, Ryon Graf, Glenn Lesser, David Kram, Roy Strowd, Wenya Linda Bi, Lori A Ramkissoon, Michael B Cohen, Prasanth Reddy, James Creeden, Jeffrey S Ross, Brian M Alexander, Shakti H Ramkissoon Jan 2024

A Retrospective Genomic Landscape Of 661 Young Adult Glioblastomas Diagnosed Using 2016 Who Guidelines For Central Nervous System Tumors, James F Haberberger, Worthy Pegram, Nicholas Britt, Kelsie Schiavone, Eric Severson, Radwa Sharaf, Lee A Albacker, Erik Williams, Mirna Lechpammer, Amanda Hemmerich, Douglas Lin, Richard S P Huang, Matthew Hiemenz, Julia Elvin, Ryon Graf, Glenn Lesser, David Kram, Roy Strowd, Wenya Linda Bi, Lori A Ramkissoon, Michael B Cohen, Prasanth Reddy, James Creeden, Jeffrey S Ross, Brian M Alexander, Shakti H Ramkissoon

Faculty, Staff and Student Publications

The authors present a cohort of 661 young adult glioblastomas diagnosed using 2016 WHO World Health Organization Classification of Tumors of the Central Nervous System, utilizing comprehensive genomic profiling (CGP) to explore their genomic landscape and assess their relationship to currently defined disease entities. This analysis explored variants with evidence of pathogenic function, common copy number variants (CNVs), and several novel fusion events not described in literature. Tumor mutational burden (TMB) mutational signatures, anatomic location, and tumor recurrence are further explored. Using data collected from CGP, unsupervised machine-learning techniques were leveraged to identify 10 genomic classes in previously assigned young …


Low Rna Disruption During Neoadjuvant Chemotherapy Predicts Pathologic Complete Response Absence In Patients With Breast Cancer, Marina Elena Cazzaniga, Foluso Ademuyiwa, Et Al. Jan 2024

Low Rna Disruption During Neoadjuvant Chemotherapy Predicts Pathologic Complete Response Absence In Patients With Breast Cancer, Marina Elena Cazzaniga, Foluso Ademuyiwa, Et Al.

2020-Current year OA Pubs

In previously reported retrospective studies, high tumor RNA disruption during neoadjuvant chemotherapy predicted for post-treatment pathologic complete response (pCR) and improved disease-free survival at definitive surgery for primary early breast cancer. The BREVITY (Breast Cancer Response Evaluation for Individualized Therapy) prospective clinical trial (NCT03524430) seeks to validate these prior findings. Here we report training set (Phase I) findings, including determination of RNA disruption index (RDI) cut points for outcome prediction in the subsequent validation set (Phase II; 454 patients). In 80 patients of the training set, maximum tumor RDI values for biopsies obtained during neoadjuvant chemotherapy were significantly higher in …


Global Benchmarks In Primary Robotic Bariatric Surgery Redefine Quality Standards For Roux-En-Y Gastric Bypass And Sleeve Gastrectomy, Guillaume Giudicelli, Daniel Gero, Lind Romulo, Vasu Chirumamilla, Pouya Iranmanesh, Christopher K Owen, Wayne Bauerle, Amador Garcia, Lisa Lucas, Anne-Sophie Mehdorn, Dhananjay Pandey, Abdullah Almuttawa, Francisco Cabral, Abhishek Tiwari, Virginia Lambert, Beniamino Pascotto, Celine De Meyere, Marouan Yahyaoui, Thomas Haist, Oliver Scheffel, Maud Robert, Frederiek Nuytens, Santiago Azagra, Lilian Kow, Arun Prasad, Carlos Vaz, Michel Vix, Vivek Bindal, Jan H Beckmann, David Soussi, Ramon Vilallonga, Maher El Chaar, Erik B Wilson, Arif Ahmad, Andre Teixeira, Monika E Hagen, Christian Toso, Pierre-Alain Clavien, Milo Puhan, Marco Bueter, Minoa K Jung Jan 2024

Global Benchmarks In Primary Robotic Bariatric Surgery Redefine Quality Standards For Roux-En-Y Gastric Bypass And Sleeve Gastrectomy, Guillaume Giudicelli, Daniel Gero, Lind Romulo, Vasu Chirumamilla, Pouya Iranmanesh, Christopher K Owen, Wayne Bauerle, Amador Garcia, Lisa Lucas, Anne-Sophie Mehdorn, Dhananjay Pandey, Abdullah Almuttawa, Francisco Cabral, Abhishek Tiwari, Virginia Lambert, Beniamino Pascotto, Celine De Meyere, Marouan Yahyaoui, Thomas Haist, Oliver Scheffel, Maud Robert, Frederiek Nuytens, Santiago Azagra, Lilian Kow, Arun Prasad, Carlos Vaz, Michel Vix, Vivek Bindal, Jan H Beckmann, David Soussi, Ramon Vilallonga, Maher El Chaar, Erik B Wilson, Arif Ahmad, Andre Teixeira, Monika E Hagen, Christian Toso, Pierre-Alain Clavien, Milo Puhan, Marco Bueter, Minoa K Jung

Faculty, Staff and Student Publications

BACKGROUND: Whether the benefits of the robotic platform in bariatric surgery translate into superior surgical outcomes remains unclear. The aim of this retrospective study was to establish the 'best possible' outcomes for robotic bariatric surgery and compare them with the established laparoscopic benchmarks.

METHODS: Benchmark cut-offs were established for consecutive primary robotic bariatric surgery patients of 17 centres across four continents (13 expert centres and 4 learning phase centres) using the 75th percentile of the median outcome values until 90 days after surgery. The benchmark patients had no previous laparotomy, diabetes, sleep apnoea, cardiopathy, renal insufficiency, inflammatory bowel disease, immunosuppression, …


Class Ii Hla-Drb4 Is A Predictive Biomarker For Survival Following Immunotherapy In Metastatic Non-Small Cell Lung Cancer, Cindy Y Jiang, Lili Zhao, Michael D Green, Shashidhar Ravishankar, Andrea M H Towlerton, Anthony J Scott, Malini Raghavan, Matthew F Cusick, Edus H Warren, Nithya Ramnath Jan 2024

Class Ii Hla-Drb4 Is A Predictive Biomarker For Survival Following Immunotherapy In Metastatic Non-Small Cell Lung Cancer, Cindy Y Jiang, Lili Zhao, Michael D Green, Shashidhar Ravishankar, Andrea M H Towlerton, Anthony J Scott, Malini Raghavan, Matthew F Cusick, Edus H Warren, Nithya Ramnath

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICI) are important treatment options for metastatic non-small cell lung cancer (mNSCLC). However, not all patients benefit from ICIs and can experience immune-related adverse events (irAEs). Limited understanding exists for germline determinants of ICI efficacy and toxicity, but Human Leukocyte Antigen (HLA) genes have emerged as a potential predictive biomarker. We performed HLA typing on 85 patients with mNSCLC, on ICI therapy and analyzed the impact of HLA Class II genotype on progression free survival (PFS), overall survival (OS), and irAEs. Most patients received pembrolizumab (83.5%). HLA-DRB4 genotype was seen in 34/85 (40%) and its presence correlated …