Biomedical Informatics Commons^™

Perioperative Toripalimab Plus Chemotherapy For Patients With Resectable Non-Small Cell Lung Cancer: The Neotorch Randomized Clinical Trial, Shun Lu, Wei Zhang, Lin Wu, Wenxiang Wang, Peng Zhang, Wentao Fang, Wenqun Xing, Qixun Chen, Lin Yang, Jiandong Mei, Lijie Tan, Xiaohong Sun, Shidong Xu, Xiaohua Hu, Guohua Yu, Dongliang Yu, Nong Yang, Yuping Chen, Jinlu Shan, Ligang Xing, Hui Tian, Xun Zhang, Ming Zhou, Haohui Fang, Guowu Wu, Yunpeng Liu, Minhua Ye, Lejie Cao, Jie Jiang, Xingya Li, Liangming Zhu, Danqing Li, Mingqiang Kang, Aihong Zhong, Keneng Chen, Nan Wu, Qian Sun, Haitao Ma, Kaican Cai, Changli Wang, Gen Lin, Kunshou Zhu, Yu Zhang, Xiaochun Zhang, Hong Hu, Wengang Zhang, Jun Chen, Zhixiong Yang, Xiaosheng Hang, Jian Hu, Yunchao Huang, Zhiye Zhang, Lumin Zhang, Liwei Zhang, Lunxu Liu, Dongmei Lin, Jie Zhang, Gang Chen, Yuan Li, Lei Zhu, Weihua Wang, Wenbo Yu, Dezhen Cao, Patricia Keegan, Sheng Yao

Faculty, Staff and Student Publications

IMPORTANCE: Adjuvant and neoadjuvant immunotherapy have improved clinical outcomes for patients with early-stage non-small cell lung cancer (NSCLC). However, the optimal combination of checkpoint inhibition with chemotherapy remains unknown.

OBJECTIVE: To determine whether toripalimab in combination with platinum-based chemotherapy will improve event-free survival and major pathological response in patients with stage II or III resectable NSCLC compared with chemotherapy alone.

DESIGN, SETTING, AND PARTICIPANTS: This randomized clinical trial enrolled patients with stage II or III resectable NSCLC (without EGFR or ALK alterations for nonsquamous NSCLC) from March 12, 2020, to June 19, 2023, at 50 participating hospitals in China. The …

Effects Of Kras Genetic Interactions On Outcomes In Cancers Of The Lung, Pancreas, And Colorectum, Isabella N Grabski, John V Heymach, Kenneth L Kehl, Scott Kopetz, Ken S Lau, Gregory J Riely, Deborah Schrag, Rona Yaeger, Rafael A Irizarry, Kevin M Haigis

Faculty, Staff and Student Publications

Background: KRAS is among the most commonly mutated oncogenes in cancer, and previous studies have shown associations with survival in many cancer contexts. Evidence from both clinical observations and mouse experiments further suggests that these associations are allele- and tissue-specific. These findings motivate using clinical data to understand gene interactions and clinical covariates within different alleles and tissues.

Methods: We analyze genomic and clinical data from the AACR Project GENIE Biopharma Collaborative for samples from lung, colorectal, and pancreatic cancers. For each of these cancer types, we report epidemiological associations for different KRAS alleles, apply principal component analysis (PCA) to …

Proteogenomic Characterization Of Small Cell Lung Cancer Identifies Biological Insights And Subtype-Specific Therapeutic Strategies, Qian Liu, Jing Zhang, Chenchen Guo, Mengcheng Wang, Chenfei Wang, Yilv Yan, Liangdong Sun, Di Wang, Lele Zhang, Huansha Yu, Likun Hou, Chunyan Wu, Yuming Zhu, Gening Jiang, Hongwen Zhu, Yanting Zhou, Shanhua Fang, Tengfei Zhang, Liang Hu, Junqiang Li, Yansheng Liu, Hui Zhang, Bing Zhang, Li Ding, Ana I Robles, Henry Rodriguez, Daming Gao, Hongbin Ji, Hu Zhou, Peng Zhang

Faculty, Staff and Students Publications

We performed comprehensive proteogenomic characterization of small cell lung cancer (SCLC) using paired tumors and adjacent lung tissues from 112 treatment-naive patients who underwent surgical resection. Integrated multi-omics analysis illustrated cancer biology downstream of genetic aberrations and highlighted oncogenic roles of FAT1 mutation, RB1 deletion, and chromosome 5q loss. Two prognostic biomarkers, HMGB3 and CASP10, were identified. Overexpression of HMGB3 promoted SCLC cell migration via transcriptional regulation of cell junction-related genes. Immune landscape characterization revealed an association between ZFHX3 mutation and high immune infiltration and underscored a potential immunosuppressive role of elevated DNA damage response activity via inhibition of the …

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 …

A Phase 2, Multicenter, Open-Label Study Of Anti-Lag-3 Ieramilimab In Combination With Anti-Pd-1 Spartalizumab In Patients With Advanced Solid Malignancies, Chia-Chi Lin, Elena Garralda, Patrick Schöffski, David S Hong, Lillian L Siu, Miguel Martin, Michela Maur, Rina Hui, Ross A Soo, Joanne Chiu, Tian Zhang, Brigette Ma, Chrisann Kyi, Daniel Sw Tan, Philippe A Cassier, John Sarantopoulos, Andrew Weickhardt, Richard D Carvajal, Jennifer Spratlin, Taito Esaki, Fréderic Rolland, Wallace Akerley, Barbara Deschler-Baier, Lawrence Rispoli, Tanay S Samant, Niladri Roy Chowdhury, Daniel Gusenleitner, Eunice L Kwak, Vasileios Askoxylakis, Filippo De Braud

Faculty, Staff and Student Publications

Ieramilimab, a humanized anti-LAG-3 monoclonal antibody, was well tolerated in combination with the anti-PD-1 antibody spartalizumab in a phase 1 study. This phase 2 study aimed to further investigate the efficacy and safety of combination treatment in patients with selected advanced (locally advanced or metastatic) solid malignancies. Eligible patients with non-small cell lung cancer (NSCLC), melanoma, renal cell carcinoma (RCC), mesothelioma, and triple-negative breast cancer (TNBC) were grouped depending on prior anti-PD-1/L1 therapy (anti-PD-1/L1 naive or anti-PD-1/L1 pretreated). Patients received ieramilimab (400 mg) followed by spartalizumab (300 mg) every 3 weeks. The primary endpoint was objective response rate (ORR), along …

Exploratory Pilot Study To Characterize The Immune Landscapes Of Malignant Pleural Effusions And Their Corresponding Primary Tumors From Patients With Breast Carcinoma And Lung Adenocarcinoma, Caddie Laberiano-Fernandez, Qiong Gan, Sophia Mei Wang, Auriole Tamegnon, Ignacio Wistuba, Esther Yoon, Sinchita Roy-Chowdhuri, Edwin Roger Parra

Faculty, Staff and Student Publications

Introduction: Malignant pleural effusion (MPE) is a frequent complication of advanced malignancies. In this pilot study, we characterized the immune landscapes of MPEs, compared them to their primary tumor (PT) samples from breast carcinoma (BC) and lung adenocarcinoma (LADC), and tested the utility of multiplexed image technology in cytological samples.

Materials and methods: We evaluated the immune contexture of 6 BC and 5 LADC MPEs and their PTs using 3 multiplex immunofluorescence panels. We explored the associations between sample characteristics and pleural effusion-free survival.

Results: No MPE samples had positive programmed death-ligand 1 expression in malignant cells, although 3 of …

Metformin In Conjunction With Stereotactic Radiotherapy For Early-Stage Non-Small Cell Lung Cancer: Long-Term Results Of A Prospective Phase Ii Clinical Trial, Molly K Tate, Mike Hernandez, Joe Y Chang, Steven H Lin, Zhongxing Liao, Suja M Koshy, Heath D Skinner, Stephen G Chun

Faculty, Staff and Student Publications

Background/aim: Non-small cell lung cancer (NSCLC) is increasingly detected in early stages and there is interest in improving outcomes with stereotactic body radiotherapy (SBRT). As metformin affects NSCLC signaling pathways, it might alter the metabolism of NSCLC treated with SBRT. This study investigated the long-term outcomes of a phase II clinical trial evaluating metformin in conjunction with SBRT for early-stage NSCLC.

Patients and methods: The trial evaluated patients with American Joint Commission on Cancer (AJCC) 7th edition Stage I-II, cT1-T2N0M0 NSCLC who were randomized 6:1 to receive metformin versus placebo in conjunction with SBRT. The outcomes analyzed included local failure …

Her4 And Egfr Activate Cell Signaling In Nrg1 Fusion-Driven Cancers: Implications For Her2-Her3-Specific Versus Pan-Her Targeting Strategies, Hibiki Udagawa, Monique B Nilsson, Jacqulyne P Robichaux, Junqin He, Alissa Poteete, Hong Jiang, Simon Heeke, Yasir Y Elamin, Yuji Shibata, Shingo Matsumoto, Kiyotaka Yoh, Shogo Okazaki, Takashi Masuko, Igor Odintsov, Romel Somwar, Marc Ladanyi, Koichi Goto, John V Heymach

Faculty, Staff and Student Publications

Introduction: NRG1 gene fusions are clinically actionable alterations identified in NSCLC and other tumors. Previous studies have reported that NRG1 fusions signal through HER2 and HER3 but, thus far, strategies targeting HER3 specifically or HER2-HER3 signaling have exhibited modest activity in patients with NSCLC bearing NRG1 fusions. Although NRG1 fusion proteins can bind HER4 in addition to HER3, the contribution of HER4 and other HER family members in NRG1 fusion-positive cancers is not fully understood.

Methods: We investigated the role of HER4 and EGFR-HER3 signaling in NRG1 fusion-positive cancers using Ba/F3 models engineered to express various HER family members in …

Pathologic Processing Of Lung Cancer Resection Specimens After Neoadjuvant Therapy, Annikka Weissferdt, Cheuk H Leung, Heather Lin, Boris Sepesi, William N William, Stephen G Swisher, Tina Cascone, J Jack Lee, Abujiang Pataer

Faculty, Staff and Student Publications

Neoadjuvant treatment of non-small cell lung cancer challenges the traditional processing of pathology specimens. Induction therapy before resection allows evaluation of the efficacy of neoadjuvant agents at the time of surgery. Many clinical trials use pathologic tumor response, measured as major pathologic response (MPR, ≤10% residual viable tumor [RVT]) or complete pathologic response (CPR, 0% RVT) as a surrogate of clinical efficacy. Consequently, accurate pathologic evaluation of RVT is crucial. However, pathologic assessment has not been uniform, which is particularly true for sampling of the primary tumor, which instead of the traditional processing, requires different tissue submission because the focus …

Rapid Detection Of Mutations In Csf-Cftna With The Genexus Integrated Sequencer, Srividya Arjuna, Mauli Shah, Antonio Dono, Luis Nunez-Rubiano, Pavel S Pichardo-Rojas, Jay-Jiguang Zhu, Roy F Riascos, Rajyalakshmi Luthra, Sinchita Roy-Chowdhuri, Dzifa Duose, Daniel H Wang, Frederick F Lang, Yoshua Esquenazi, Leomar Y Ballester

Faculty, Staff and Student Publications

PURPOSE: Genomic alterations are fundamental for molecular-guided therapy in patients with breast and lung cancer. However, the turn-around time of standard next-generation sequencing assays is a limiting factor in the timely delivery of genomic information for clinical decision-making.

METHODS: In this study, we evaluated genomic alterations in 54 cerebrospinal fluid samples from 33 patients with metastatic lung cancer and metastatic breast cancer to the brain using the Oncomine Precision Assay on the Genexus sequencer. There were nine patients with samples collected at multiple time points.

RESULTS: Cell-free total nucleic acids (cfTNA) were extracted from CSF (0.1-11.2 ng/μl). Median base coverage …

Association Of Preoperative Lung Function With Complications After Lobectomy Using Race-Neutral And Race-Specific Normative Equations, Ajay Sheshadri, Ravi Rajaram, Aaron Baugh, Mario Castro, Arlene M Correa, Felipe Soto, Carrie R Daniel, Liang Li, Scott E Evans, Burton F Dickey, Ara A Vaporciyan, David E Ost

Faculty, Staff and Student Publications

Rationale: Pulmonary function testing (PFT) is performed to aid patient selection before surgical resection for non-small cell lung cancer (NSCLC). The interpretation of PFT data relies on normative equations, which vary by race, but the relative strength of association of lung function using race-specific or race-neutral normative equations with postoperative pulmonary complications is unknown. Objectives: To compare the strength of association of lung function, using race-neutral or race-specific equations, with surgical complications after lobectomy for NSCLC.

Methods: We studied 3,311 patients who underwent lobectomy for NSCLC and underwent preoperative PFT from 2001 to 2021. We used Global Lung Function Initiative …

Efficacy And Safety Of Trastuzumab Deruxtecan In Patients With Her2-Expressing Solid Tumors: Primary Results From The Destiny-Pantumor02 Phase Ii Trial, Funda Meric-Bernstam, Vicky Makker, Ana Oaknin, Do-Youn Oh, Susana Banerjee, Antonio González-Martín, Kyung Hae Jung, Iwona Ługowska, Luis Manso, Aránzazu Manzano, Bohuslav Melichar, Salvatore Siena, Daniil Stroyakovskiy, Anitra Fielding, Yan Ma, Soham Puvvada, Norah Shire, Jung-Yun Lee

Faculty, Staff and Student Publications

PURPOSE: Trastuzumab deruxtecan (T-DXd) is a human epidermal growth factor 2 (HER2)-directed antibody-drug conjugate approved in HER2-expressing breast and gastric cancers and HER2-mutant non-small-cell lung cancer. Treatments are limited for other HER2-expressing solid tumors.

METHODS: This open-label phase II study evaluated T-DXd (5.4 mg/kg once every 3 weeks) for HER2-expressing (immunohistochemistry [IHC] 3+/2+ by local or central testing) locally advanced or metastatic disease after ≥1 systemic treatment or without alternative treatments. The primary end point was investigator-assessed confirmed objective response rate (ORR). Secondary end points included safety, duration of response, progression-free survival (PFS), and overall survival (OS).

RESULTS: At primary …

Quantifying The Effect Of 4-Dimensional Computed Tomography-Based Deformable Dose Accumulation On Representing Radiation Damage For Patients With Locally Advanced Non-Small Cell Lung Cancer Treated With Standard-Fractionated Intensity-Modulated Radiation Therapy, Yulun He, Guillaume Cazoulat, Carol Wu, Stina Svensson, Lusmeralis Almodovar-Abreu, Bastien Rigaud, Emma Mccollum, Christine Peterson, Zachary Wooten, Dong Joo Rhee, Peter Balter, Julianne Pollard-Larkin, Carlos Cardenas, Laurence Court, Zhongxing Liao, Radhe Mohan, Kristy Brock

Faculty, Staff and Student Publications

Purpose: The aim of this study was to investigate the dosimetric and clinical effects of 4-dimensional computed tomography (4DCT)-based longitudinal dose accumulation in patients with locally advanced non-small cell lung cancer treated with standard-fractionated intensity-modulated radiation therapy (IMRT).

Methods and materials: Sixty-seven patients were retrospectively selected from a randomized clinical trial. Their original IMRT plan, planning and verification 4DCTs, and ∼4-month posttreatment follow-up CTs were imported into a commercial treatment planning system. Two deformable image registration algorithms were implemented for dose accumulation, and their accuracies were assessed. The planned and accumulated doses computed using average-intensity images or phase images were …

Differences In Set-Based Tests For Sparse Alternatives When Testing Sets Of Outcomes Compared To Sets Of Explanatory Factors In Genetic Association Studies, Ryan Sun, Andy Shi, Xihong Lin

Faculty, Staff and Student Publications

Set-based association tests are widely popular in genetic association settings for their ability to aggregate weak signals and reduce multiple testing burdens. In particular, a class of set-based tests including the Higher Criticism, Berk-Jones, and other statistics have recently been popularized for reaching a so-called detection boundary when signals are rare and weak. Such tests have been applied in two subtly different settings: (a) associating a genetic variant set with a single phenotype and (b) associating a single genetic variant with a phenotype set. A significant issue in practice is the choice of test, especially when deciding between innovated and …

Phenotyping Emt And Met Cellular States In Lung Cancer Patient Liquid Biopsies At A Personalized Level Using Mass Cytometry, Loukia G Karacosta, Danny Pancirer, Jordan S Preiss, Jalen A Benson, Winston Trope, Joseph B Shrager, Arthur Wai Sung, Joel W Neal, Sean C Bendall, Heather Wakelee, Sylvia K Plevritis

Faculty, Staff and Student Publications

Malignant pleural effusions (MPEs) can be utilized as liquid biopsy for phenotyping malignant cells and for precision immunotherapy, yet MPEs are inadequately studied at the single-cell proteomic level. Here we leverage mass cytometry to interrogate immune and epithelial cellular profiles of primary tumors and pleural effusions (PEs) from early and late-stage non-small cell lung cancer (NSCLC) patients, with the goal of assessing epithelial-mesenchymal transition (EMT) and mesenchymal-epithelial transition (MET) states in patient specimens. By using the EMT-MET reference map PHENOSTAMP, we observe a variety of EMT states in cytokeratin positive (CK+) cells, and report for the first time MET-enriched CK+ …

Discovery Of Novel 2-Aminopyridine Derivatives As Ros1 And Alk Dual Inhibitors To Combat Drug-Resistant Mutants Including Ros1g2032r And Alkg1202r, Siming Liu, Chuan Huang, Chunhui Huang, Yaqi Huang, Yonghuan Yu, Guowu Wu, Fengqiu Guo, Ying Jiang, Shanhe Wan, Zhengguang Zhu, Yuanxin Tian, Jianghua Zhu, Jiajie Zhang

Faculty, Staff and Student Publications

Clinical treatment by FDA-approved ROS1/ALK inhibitor Crizotinib significantly improved the therapeutic outcomes. However, the emergence of drug resistance, especially driven by acquired mutations, have become an inevitable problem and worsened the clinical effects of Crizotinib. To combat drug resistance, some novel 2-aminopyridine derivatives were designed rationally based on molecular simulation, then synthesised and subjected to biological test. The preferred spiro derivative C01 exhibited remarkable activity against CD74-ROS1G2032R cell with an IC50 value of 42.3 nM, which was about 30-fold more potent than Crizotinib. Moreover, C01 also potently inhibited enzymatic activity against clinically Crizotinib-resistant ALKG1202R, harbouring a 10-fold potency superior to …

Pathomic Features Reveal Immune And Molecular Evolution From Lung Preneoplasia To Invasive Adenocarcinoma, Pingjun Chen, Frank R Rojas, Xin Hu, Alejandra Serrano, Bo Zhu, Hong Chen, Lingzhi Hong, Rukhmini Bandyoyadhyay, Muhammad Aminu, Neda Kalhor, J Jack Lee, Siba El Hussein, Joseph D Khoury, Harvey I Pass, Andre L Moreira, Vamsidhar Velcheti, Daniel H Sterman, Junya Fukuoka, Kazuhiro Tabata, Dan Su, Lisha Ying, Don L Gibbons, John V Heymach, Ignacio I Wistuba, Junya Fujimoto, Luisa M Solis Soto, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Recent statistics on lung cancer, including the steady decline of advanced diseases and the dramatically increasing detection of early-stage diseases and indeterminate pulmonary nodules, mark the significance of a comprehensive understanding of early lung carcinogenesis. Lung adenocarcinoma (ADC) is the most common histologic subtype of lung cancer, and atypical adenomatous hyperplasia is the only recognized preneoplasia to ADC, which may progress to adenocarcinoma in situ (AIS) and minimally invasive adenocarcinoma (MIA) and eventually to invasive ADC. Although molecular evolution during early lung carcinogenesis has been explored in recent years, the progress has been significantly hindered, largely due to insufficient materials …

Atm Mutations Associate With Distinct Co-Mutational Patterns And Therapeutic Vulnerabilities In Nsclc, Natalie I Vokes, Ana Galan Cobo, Margarita Fernandez-Chas, David Molkentine, Santiago Treviño, Vitaly Druker, Yu Qian, Sonia Patel, Stephanie Schmidt, Lingzhi Hong, Jeff Lewis, Waree Rinsurongkawong, Vadeerat Rinsurongkawong, J Jack Lee, Marcelo V Negrao, Don L Gibbons, Ara Vaporciyan, Xiuning Le, Jia Wu, Jianjun Zhang, Una Rigney, Sonia Iyer, Emma Dean, John V Heymach

Faculty, Staff and Student Publications

PURPOSE: Ataxia-telangiectasia mutated (ATM) is the most frequently mutated DNA damage repair gene in non-small cell lung cancer (NSCLC). However, the molecular correlates of ATM mutations and their clinical implications have not been fully elucidated.

EXPERIMENTAL DESIGN: Clinicopathologic and genomic data from 26,587 patients with NSCLC from MD Anderson, public databases, and a de-identified nationwide (US-based) NSCLC clinicogenomic database (CGDB) were used to assess the co-mutation landscape, protein expression, and mutational processes in ATM-mutant tumors. We used the CGDB to evaluate ATM-associated outcomes in patients treated with immune checkpoint inhibitors (ICI) with or without chemotherapy, and assessed the effect of …

Clinical And Molecular Characterization Of Long-Term Survivors With Extensive-Stage Small Cell Lung Cancer Treated With First-Line Atezolizumab Plus Carboplatin And Etoposide, Stephen V Liu, Tony S K Mok, Barzin Y Nabet, Aaron S Mansfield, Richard De Boer, György Losonczy, Shunichi Sugawara, Rafal Dziadziuszko, Maciej Krzakowski, Alexey Smolin, Maximilian J Hochmair, Marina C Garassino, Carl M Gay, John V Heymach, Lauren A Byers, Sivuonthanh Lam, Andrés Cardona, Stefanie Morris, Leah Adler, David S Shames, Martin Reck

Faculty, Staff and Student Publications

Objectives: In the Phase I/III IMpower133 study, first-line atezolizumab plus carboplatin and etoposide (CP/ET) treatment for extensive-stage small cell lung cancer (ES-SCLC) significantly improved overall survival (OS) and progression-free survival versus placebo plus CP/ET. We explored patient and disease characteristics associated with long-term survival in IMpower133, and associations of differential gene expression and SCLC-A (ASCL1-driven), SCLC-N (NEUROD1-driven), SCLC-P (POU2F3-driven), and SCLC-inflamed (SCLC-I) transcriptional subtypes with long-term survival.

Materials and methods: Patients with previously untreated ES-SCLC were randomized 1:1 to four 21-day cycles of CP/ET with atezolizumab or placebo. Long-term survivors (LTS) were defined as patients who lived ≥ 18 months …

Systematic Review And Meta-Analysis Of Immune Checkpoint Inhibitors As Single Agent Or In Combination With Chemotherapy In Early-Stage Non-Small Cell Lung Cancer: Impact Of Clinicopathological Factors And Indirect Comparison Between Treatment Strategies, Antonio Nuccio, Giuseppe Viscardi, Fabio Salomone, Alberto Servetto, Francesco Maria Venanzi, Silvia Teresa Riva, Sara Oresti, Francesca Rita Ogliari, Mariagrazia Viganò, Alessandra Bulotta, Robert Cameron, Alessandra Esposito, Jacobi Hines, Roberto Bianco, Michele Reni, Tina Cascone, Marina Chiara Garassino, Valter Torri, Giulia Veronesi, Michela Cinquini, Roberto Ferrara

Faculty, Staff and Student Publications

Background: In non-small cell lung cancer (NSCLC), the immune checkpoint inhibitors (ICI) revolution is rapidly moving from metastatic to early-stage, however, the impact of clinicopathological variables and optimal treatment sequencing remain unclear.

Methods: Randomized controlled trials (RCTs) in patients with early-stage NSCLC treated with ICI as single agent or in combination with platinum-based chemotherapy (PCT) were included. Primary outcomes were pathological complete response (pCR), event free survival (EFS) (neoadjuvant/perioperative), and disease-free survival (DFS) (adjuvant). Secondary outcomes were major pathological response (MPR), overall survival (OS), toxicity, surgical outcomes (neoadjuvant/perioperative); OS and toxicity (adjuvant). An additional secondary endpoint was to compare EFS …

Incidence And Risk Factors For Pneumonitis Associated With Checkpoint Inhibitors In Advanced Non-Small Cell Lung Cancer: A Single Center Experience, Mehmet Altan, Felipe Soto, Linda L Zhong, Fechukwu O Akhmedzhanov, Nathaniel R Wilson, Abdulrazzak Zarifa, Aya A Albittar, Vincent Yang, Jeff Lewis, Waree Rinsurongkawong, J Jack Lee, Vadeerat Rinsurongkawong, Jianjun Zhang, Don L Gibbons, Ara A Vaporciyan, Kristofer Jennings, Fareed Khawaja, Saadia A Faiz, Vickie R Shannon, Girish Shroff, Myrna C B Godoy, Naval G Daver, Saumil Gandhi, Tito R Mendoza, Aung Naing, Carrie Daniel-Macdougall, John V Heymach, Ajay Sheshadri

Faculty, Staff and Student Publications

INTRODUCTION: Immune checkpoint inhibitor (ICI) pneumonitis causes substantial morbidity and mortality. Estimates of real-world incidence and reported risk factors vary substantially.

METHODS: We conducted a retrospective review of 419 patients with advanced non-small cell lung cancer (NSCLC) who were treated with anti-PD-(L)1 with or without anti-CTLA-4 therapy. Clinical, imaging, and microbiological data were evaluated by multidisciplinary adjudication teams. The primary outcome of interest was grade ≥2 (CTCAEv5) pneumonitis. Clinicopathologic variables, tobacco use, cancer therapies, and preexisting lung disease were assessed for univariate effects using Cox proportional hazards models. We created multivariate Cox proportional hazards models to assess risk factors for …

Neoadjuvant Durvalumab Alone Or Combined With Novel Immuno-Oncology Agents In Resectable Lung Cancer: The Phase Ii Neocoast Platform Trial, Tina Cascone, Gozde Kar, Jonathan D Spicer, Rosario García-Campelo, Walter Weder, Davey B Daniel, David R Spigel, Maen Hussein, Julien Mazieres, Julio Oliveira, Edwin H Yau, Alexander I Spira, Valsamo Anagnostou, Raymond Mager, Oday Hamid, Lin-Yang Cheng, Ying Zheng, Jorge Blando, Tze Heng Tan, Michael Surace, Jaime Rodriguez-Canales, Vancheswaran Gopalakrishnan, Bret R Sellman, Italia Grenga, Yee Soo-Hoo, Rakesh Kumar, Lara Mcgrath, Patrick M Forde

Faculty, Staff and Student Publications

Neoadjuvant chemoimmunotherapy improves pathologic complete response rate and event-free survival in patients with resectable non-small cell lung cancer (NSCLC) versus chemotherapy alone. NeoCOAST was the first randomized, multidrug platform trial to examine novel neoadjuvant immuno-oncology combinations for patients with resectable NSCLC, using major pathologic response (MPR) rate as the primary endpoint. Eighty-three patients received a single cycle of treatment: 26 received durvalumab (anti-PD-L1) monotherapy, 21 received durvalumab plus oleclumab (anti-CD73), 20 received durvalumab plus monalizumab (anti-NKG2A), and 16 received durvalumab plus danvatirsen (anti-STAT3 antisense oligonucleotide). MPR rates were higher for patients in the combination arms versus durvalumab alone. Safety profiles …

Clinical And Molecular Features Of Long-Term Response To Immune Checkpoint Inhibitors In Patients With Advanced Non-Small Cell Lung Cancer, Rohit Thummalapalli, Biagio Ricciuti, Chaitanya Bandlamudi, Daniel Muldoon, Hira Rizvi, Arielle Elkrief, Jia Luo, Joao V Alessi, Federica Pecci, Giuseppe Lamberti, Alessandro Di Federico, Lingzhi Hong, Jianjun Zhang, John V Heymach, Don L Gibbons, Andrew J Plodkowski, Vignesh Ravichandran, Mark T A Donoghue, Chad Vanderbilt, Marc Ladanyi, Charles M Rudin, Mark G Kris, Gregory J Riely, Jamie E Chaft, Matthew D Hellmann, Natalie I Vokes, Mark M Awad, Adam J Schoenfeld

Faculty, Staff and Student Publications

PURPOSE: We sought to identify features of patients with advanced non-small cell lung cancer (NSCLC) who achieve long-term response (LTR) to immune checkpoint inhibitors (ICI), and how these might differ from features predictive of short-term response (STR).

EXPERIMENTAL DESIGN: We performed a multicenter retrospective analysis of patients with advanced NSCLC treated with ICIs between 2011 and 2022. LTR and STR were defined as response ≥ 24 months and response < 12 months, respectively. Tumor programmed death ligand 1 (PD-L1) expression, tumor mutational burden (TMB), next-generation sequencing (NGS), and whole-exome sequencing (WES) data were analyzed to identify characteristics enriched in patients achieving LTR compared with STR and non-LTR.

RESULTS: Among 3,118 patients, 8% achieved LTR and 7% achieved STR, with 5-year overall survival (OS) of 81% and 18% among LTR and STR patients, respectively. High TMB (≥50th percentile) enriched …

Egfr Tyrosine Kinase Inhibitors For The Treatment Of Metastatic Non-Small Cell Lung Cancer Harboring Uncommon Egfr Mutations: A Podcast, Xiuning Le, Eric Nadler, Daniel B Costa, John Victor Heymach

Faculty, Staff and Student Publications

See the video and supplementary file.

Geographic Disparity Of Outcome In Patients With Cancer Over Decades: The Surveillance, Epidemiology, And End Results, Koji Sasaki, Kiyomi Morita, Hagop Kantarjian, Guillermo Garcia-Manero, Elias Jabbour, Farhad Ravandi, Marina Konopleva, Gautam Borthakur, William Wierda, Naval Daver, Koichi Takahashi, Courtney Dinardo, Guillermo Montalban Bravo, Ghayas C Issa, Sherry A Pierce, Kelly A Soltysiak, Martha S Tingen, Jorge E Cortes

Faculty, Staff and Student Publications

Background: Improvements in prevention, early detection, and effective cancer therapy have decreased cancer-related mortality; however, significant health disparities exist. Therefore, we investigated the impact of these disparities on survival.

Methods: In the Surveillance, Epidemiology, and End Results, we identified 784,341 patients with cancer between 1990 and 2016 in Georgia, 68,493 between 1990 and 1999; 371,353 between 2000 and 2009; and 322,932 between 2010 and 2016. We assessed the overall survival (OS) of patients with all cancers, chronic myeloid leukemia (CML), and lung cancer, given the dramatic improvement in outcomes in patients with CML since 2000 compared to the generally considerably …

Reap-2: An Interactive Quantitative Tool For Robust And Efficient Dose-Response Curve Estimation, Xinying Fang, Xinyi Liu, Vernon M Chinchilli, Michael Wang, Hong-Gang Wang, Nikolay V Dokholyan, Chan Shen, J Jack Lee, Shouhao Zhou

Faculty, Staff and Student Publications

REAP-2 is an interactive dose-response curve estimation tool for Robust and Efficient Assessment of drug Potency. It provides user-friendly dose-response curve estimation for in vitro studies and conducts statistical testing for model comparisons with a redesigned user interface. We also make a major update of the underlying estimation method with penalized beta regression, which demonstrates great reliability and accuracy in dose estimation and uncertainty quantification. In this note, we describe the method and implementation of REAP-2 with a highlight on potency estimation and drug comparison.

First-In-Human, Phase I Dose-Escalation And Dose-Expansion Study Of Trophoblast Cell-Surface Antigen 2-Directed Antibody-Drug Conjugate Datopotamab Deruxtecan In Non-Small-Cell Lung Cancer: Tropion-Pantumor01, Toshio Shimizu, Jacob Sands, Kiyotaka Yoh, Alexander Spira, Edward B Garon, Satoru Kitazono, Melissa L Johnson, Funda Meric-Bernstam, Anthony W Tolcher, Noboru Yamamoto, Jon Greenberg, Yui Kawasaki, Hong Zebger-Gong, Fumiaki Kobayashi, Penny Phillips, Aaron E Lisberg, Rebecca S Heist

Faculty, Staff and Student Publications

PURPOSE: This first-in-human, dose-escalation and dose-expansion study evaluated the safety, tolerability, and antitumor activity of datopotamab deruxtecan (Dato-DXd), a novel trophoblast cell-surface antigen 2 (TROP2)-directed antibody-drug conjugate in solid tumors, including advanced non-small-cell lung cancer (NSCLC).

PATIENTS AND METHODS: Adults with locally advanced/metastatic NSCLC received 0.27-10 mg/kg Dato-DXd once every 3 weeks during escalation or 4, 6, or 8 mg/kg Dato-DXd once every 3 weeks during expansion. Primary end points were safety and tolerability. Secondary end points included objective response rate (ORR), survival, and pharmacokinetics.

RESULTS: Two hundred ten patients received Dato-DXd, including 180 in the 4-8 mg/kg dose-expansion cohorts. …

Bronchial Epithelial Gene Expression And Interstitial Lung Abnormalities, Aravind A Menon, Minyi Lee, Xu Ke, Rachel K Putman, Takuya Hino, Jonathan A Rose, Fenghai Duan, Samuel Y Ash, Michael H Cho, George T O'Connor, Josée Dupuis, Hiroto Hatabu, Marc E Lenburg, Ehab S Billatos, Gary M Hunninghake, Decamp Investigators

Faculty, Staff and Student Publications

INTRODUCTION: Interstitial lung abnormalities (ILA) often represent early fibrotic changes that can portend a progressive fibrotic phenotype. In particular, the fibrotic subtype of ILA is associated with increased mortality and rapid decline in lung function. Understanding the differential gene expression that occurs in the lungs of participants with fibrotic ILA may provide insight into development of a useful biomarker for early detection and therapeutic targets for progressive pulmonary fibrosis.

METHODS: Measures of ILA and gene expression data were available in 213 participants in the Detection of Early Lung Cancer Among Military Personnel (DECAMP1 and DECAMP2) cohorts. ILA was defined using …

Single-Cell Characterization Of Pulmonary Nodules Implicates Suppression Of Immunosurveillance Across Early Stages Of Lung Adenocarcinoma, Jane Yanagawa, Linh M Tran, Ramin Salehi-Rad, Raymond J Lim, Camelia Dumitras, Eileen Fung, William D Wallace, Ashley E Prosper, Gregory Fishbein, Conor Shea, Rui Hong, Bitta Kahangi, John J Deng, Adam C Gower, Bin Liu, Joshua D Campbell, Sarah A Mazzilli, Jennifer E Beane, Humam Kadara, Marc E Lenburg, Avrum E Spira, Denise R Aberle, Kostyantyn Krysan, Steven M Dubinett

Faculty, Staff and Student Publications

UNLABELLED: A greater understanding of molecular, cellular, and immunological changes during the early stages of lung adenocarcinoma development could improve diagnostic and therapeutic approaches in patients with pulmonary nodules at risk for lung cancer. To elucidate the immunopathogenesis of early lung tumorigenesis, we evaluated surgically resected pulmonary nodules representing the spectrum of early lung adenocarcinoma as well as associated normal lung tissues using single-cell RNA sequencing and validated the results by flow cytometry and multiplex immunofluorescence (MIF). Single-cell transcriptomics revealed a significant decrease in gene expression associated with cytolytic activities of tumor-infiltrating natural killer and natural killer T cells. This …

Emerging Therapeutics And Evolving Assessment Criteria For Intracranial Metastases In Patients With Oncogene-Driven Non-Small-Cell Lung Cancer, Kelsey Pan, Kyle Concannon, Jing Li, Jianjun Zhang, John V Heymach, Xiuning Le

Faculty, Staff and Student Publications

The improved survival outcomes of patients with non-small-cell lung cancer (NSCLC), largely owing to the improved control of systemic disease provided by immune-checkpoint inhibitors and novel targeted therapies, have highlighted the challenges posed by central nervous system (CNS) metastases as a devastating yet common complication, with up to 50% of patients developing such lesions during the course of the disease. Early-generation tyrosine-kinase inhibitors (TKIs) often provide robust systemic disease control in patients with oncogene-driven NSCLCs, although these agents are usually unable to accumulate to therapeutically relevant concentrations in the CNS owing to an inability to cross the blood-brain barrier. However, …