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2024 American College of Rheumatology (ACR) Guideline for the Screening, Treatment, and Management of Lupus Nephritis
Sammaritano, Lisa R. , Askanase, Anca , Bermas, Bonnie L. , Dall’Era, Maria , Duarte‐García, Alí , Hiraki, Linda T. , Rovin, Brad H. , Alvarado, Anthony, Aranow, Cynthia , Broder, Anna , Chowdhary, Vaidehi , Contreras, Gabriel, Felix, Christele, Gibson, Keisha L. , Hersh, Aimee O. , Kalunian, Kenneth , Rollins, Brandi , Smith, Benjamin J. , Thomas, Asha , Timlin, Homa , Ward, Michael D. , Cunha, Joanne S., DeQuattro, Kimberly , Figueroa‐Parra, Gabriel , Greco, Jessica , Cuéllar‐Gutiérrez, María C. , Iyer, Priyanka , Johannemann, Andrew, Jorge, April , Kasturi, S.Psi. Taufik , Khawandi, Jana , Legge, Alexandra , Liang, Kelly V. , Lockwood, Megan M. , Sánchez-Rodríguez, Alain , Turgunbaev, Marat, Williams, Jessica N. , Turner, Amy S. , Aranow, Cynthia , Barnado, April , Brunner, Hermine I , Ferucci, Elizabeth D , Hersh, Aimee O , Smith, Benjamin J , Wallace, Daniel J , Bartels, Christie M , DeQuattro, Kimberly , Figueroa-Parra, Gabriel , Garg, Shivani , Cuéllar-Gutiérrez, María C, Jorge, April , Kasturi, Shanthini , Kawtharany, Hassan , Kirou, Kyriakos A , Lockwood, Megan M , Sanchez-Rodriguez, Alain , Williams, Jessica N , Turner, Amy S , Duarte-García, Alí , Rovin, Brad H , Askanase, Anca , Bermas, Bonnie , Son, Mary Beth F. , Barnado, April , Contreras, Gabriel, Ferucci, Elizabeth D. , Izmirly, Peter , Kamen, Diane L. , Rollins, Brandi, Thomas, Asha, Azzam, Muayad , Bartels, Christie M. , Fava, Andrea , Garg, Shivani , Kawtharany, Hassan , Kirou, Kyriakos A. , Mustafa, Reem A

Arthritis & Rheumatology | May 7, 2025 | Volume: 77 | Issue: 9 | Pages: 1115-1135

10.1002/art.43212 | PMID 40331662 Get It

ObjectiveThe objective is to provide evidence‐based and expert guidance for the screening, treatment, and management of lupus nephritis.MethodsThe Core Team developed clinical questions for screening, treatment, and management of lupus nephritis using the PICO format (population, intervention, comparator, and outcome). Systematic literature reviews were completed for each PICO question, and the Grading of Recommendations Assessment, Development and Evaluation (GRADE) methodology was used to assess the quality of evidence and to formulate recommendations. The Voting Panel achieved a consensus ≥70% on the direction (for or against) and strength (strong or conditional) of each recommendation.ResultsWe present 28 graded recommendations (7 strong, 21 conditional) and 13 ungraded, consensus‐based good practice statements for the screening and management of lupus nephritis. Our recommendations focus on the unifying principle that lupus nephritis therapy is continuous and ongoing, rather than consisting of discrete induction/initial and maintenance/subsequent therapies. Therapy should include pulse glucocorticoids followed by oral glucocorticoid taper and two additional immunosuppressive agents for 3–5 years for those achieving complete renal response.ConclusionThis guideline provides direction for clinicians regarding screening and treatment decisions for management of lupus nephritis. These recommendations should not be used to limit or deny access to therapies, as treatment decisions may vary due to the unique clinical situation and personal preferences of each individual patient.
Pulling Back the Curtain on Hospital Dementia Detection: Validation of the Informant‐Based Clinical Dementia Rating
Avelino‐Silva, Thiago Junqueira , Covinsky, Kenneth E. , Bertola, Laiss , Magaldi, Regina Miksian , Boyd, Cynthia M. , Carpenter, Christopher R. , Yassuda, Mônica Sanches, Suemoto, Cláudia Kimie , Group, the CHANGE Study, Aliberti, Márlon J R , Avelino-Silva, Thiago Junqueira , Carpenter, Christopher R , Suemoto, Claudia Kimie , Yassuda, Mônica Sanches, Group, the CHANGE Study

Journal of the American Geriatrics Society | May 2, 2025 | Volume: 73 | Issue: 8 | Pages: 2524-2530

10.1111/jgs.19494 | PMID 40317752 Get It

ABSTRACT Background Dementia often goes undetected in hospital settings, where cognitive assessments are challenging due to illness severity and delirium. This study aimed to (1) evaluate the accuracy of the Clinical Dementia Rating (CDR), based solely on knowledgeable informant reports, for detecting preexisting dementia and cognitive impairment in hospitalized patients compared to a gold‐standard diagnosis, (2) and compare its performance to the 16‐item Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE‐16). Methods This cross‐sectional study assessed consecutive patients aged ≥ 65 admitted to inpatient units from five hospitals in Brazil. The informant‐based CDR was administered to knowledgeable informants within 48 h of admission, capturing patients' cognitive status 3 months before hospitalization to avoid the influence of acute cognitive impairments. Blinded experts provided a gold standard clinical diagnosis of dementia or cognitive impairment no dementia (CIND) based on a 90‐min comprehensive assessment, including a standardized neuropsychology battery. Areas under the curve (AUC) examined diagnostic accuracy. Results Of 65 participants (mean age = 79.4 years; women = 54%), 34% had dementia and 32% had CIND . Compared to the gold standard, the informant‐based CDR showed excellent diagnostic accuracy for detecting dementia ( AUC = 0.92; 95% confidence interval [ CI ] = 0.86–0.98) and cognitive impairment ( AUC = 0.93; 95% CI = 0.88–0.98), with a cutoff of ≥ 1 showing 98% specificity for dementia and a cutoff of ≥ 0.5 showing 98% sensitivity for cognitive impairment. Compared to the IQCODE ‐16, the informant‐based CDR had similar performance in detecting dementia and a nonsignificant slight advantage in identifying cognitive impairment ( AUC = 0.93 vs. 0.84, p = 0.069), reducing unrecognized cognitive impairment based on medical record documentation from 70% to 2%. Conclusions Informant‐based CDR is a valid and efficient tool for detecting dementia and cognitive impairment in hospitalized older adults, supporting early diagnosis and guiding multidisciplinary interventions in acute care. Its use in routine hospitals may help clinicians reduce undetected cognitive impairment, enhance decision making, and improve patient care.
Risk factors for early pathological fracture following stereotactic body radiation therapy for spinal metastases
Capp, Juliana C., Pennington, Zach , Mikula, Anthony L. , Lakomkin, Nikita , Sebastian, Arjun S. , Freedman, Brett A. , Rose, Peter S. , Karim, S. Mohammed, Bydon, Mohamad , Krauss, William E. , Fogelson, Jeremy L. , Merrell, Kenneth W. , Elder, Benjamin D. , Pennington, Zach , Capp, Juliana C., Hamouda, Abdelrahman M. , Freedman, Brett A. , Nassr, Ahmad , Kowalchuk, Roman O. , Clarke, Michelle J.

Neurosurgical Focus | May 1, 2025 | Volume: 58 | Issue: 5 | Pages: E13

10.3171/2025.2.focus24905 | PMID 40311209 Get It

OBJECTIVE The aim of this study was to determine independent risk factors for vertebral compression fracture (VCF) following stereotactic body radiation therapy (SBRT) in metastatic spine disease. METHODS Patients treated with SBRT for spinal metastasis at a single tertiary care center between 2008 and 2019 were retrospectively identified. Patients with CT scans obtained within 1 year of SBRT completion were included. Variables collected included demographics, Spine Instability Neoplastic Score (SINS), primary tumor pathology, Weinstein-Boriani-Biagini (WBB) classification, chemoradiation treatment details, and bone quality as assessed by Hounsfield units (HUs) on CT. HUs were measured for the medullary bone of the metastatic level, the tumor, and the vertebral bodies cephalad and caudal to the metastasis. Multivariable logistic regression was used to identify predictors of post-SBRT pathological fracture. RESULTS A total of 292 patients (mean age 66 years) with 392 unique lesions were included. The most common pathologies were prostate (n = 193), kidney/renal cell (n = 46), and lung (n = 33). The most common tumor levels were thoracic (n = 206 lesions) and lumbar (n = 128 lesions). SBRT was generally delivered in 1–3 fractions with doses ranging from 16 to 24 Gy in 1 fraction and 24–36 Gy in 3 fractions. Of the 392 lesions, 73 suffered VCF: 21 (29%) with < 25% height loss, 15 (21%) with 25%–40% height loss, and 37 (51%) with > 40% height loss. On univariate analysis, patients with VCF had lower average HUs (156 ± 52 vs 202 ± 89, p < 0.001), more WBB sectors involved (3 ± 2 vs 3 ± 1, p < 0.001), higher SINSs (8 ± 3 vs 6 ± 2, p < 0.001), were more commonly female (33% vs 22%, p = 0.05), and more commonly had nonprostate pathology (67% vs 47%, p = 0.003). VCF rates were similar between moderate (< 20 Gy in 1 fraction, < 30 Gy in 3 or 5 fractions) and high-dose (> 20 Gy in 1 fraction, > 30 Gy in 3 or 5 fractions) radiation schema (15% VCF vs 16% no VCF, respectively; p = 0.99). On multivariable logistic regression, independently significant predictors of VCF were HUs ≤ 229 (OR 6, p < 0.001), affected levels ≥ 3 WBB segments (OR 3, p < 0.001), and an SINS ≥ 8 (OR 2, p = 0.02). CONCLUSIONS Low pre-radiation HUs, involvement of more WBB sectors, and a higher SINS were independent predictors of VCF following SBRT for metastatic spine disease.
Building an Interdisciplinary Workforce in Geroscience: Aligning Perspectives and Educational Goals
Al‐Naggar, Iman M. , Quinn, Crystal G, LaHue, Sara C. , Ocañas, Sarah R. , Yousefzadeh, Matthew J. , Kozikowski, Chester, McAbee‐Sevick, Heather, Curran, Sean P. , Justice, Jamie N. , Orr, Miranda E. , Thatcher, Christine, Espinoza, Sara , Newman, John C. , Pignolo, Robert J. , Yousefzadeh, Matthew J , Curran, Sean P , Justice, Jamie N , Newman, John C , Espinoza, Sara , Quinn, Crystal G, Campellone, Kenneth G. , Kuchel, George A.

The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences | April 24, 2025 | Volume: 80 | Issue: 9 | Pages: No page available

10.1093/gerona/glaf090 | PMID 40850699 Get It

Abstract The National Institute on Aging-funded Geroscience Education and Training Network held the “Building an Interdisciplinary Workforce in Geroscience: Aligning Perspectives and Educational Goals” preconference workshop at the 2023 Gerontological Society of America’s Annual Meeting. Parties involved in geroscience education and interested stakeholders addressed the development of didactic educational materials, training, and career development opportunities to equip learners with the skills to meet the demands of the emerging field of geroscience, from research to clinic and industry. Recent successes were presented, existing opportunities, gaps, and challenges identified and discussed, and solutions and future directions described.
Prognostic Significance of Germline DICER1 Pathogenic or Likely Pathogenic Variants in Outcomes of Ovarian Sertoli-Leydig Cell Tumor
Nelson, Alexander T. , Watson, David , Chen, Kenneth , Olson, Damon R. , Stall, Jennifer N., Devins, Kyle M. , Young, Robert H. , Kamihara, Junne , Mallinger, Paige, Kim, Jung , Hatton, Jessica N. , Schneider, Dominik T. , Harris, Anne K. , Dehner, Louis P. , Schultz, Kris Ann P. , Watson, Dave , Chen, Kenneth S , Mallinger, Paige H R , Messinger, Yoav H , Frazier, A Lindsay , Stewart, Douglas R , Harris, Anne K , Dehner, Louis P , Hill, Dana Ashley , Schultz, Kris Ann P , Olson, Damon R , Schneider, Dominik T , Devins, Kyle M , Messinger, Yoav H.

JCO Precision Oncology | April 23, 2025 | Volume: No volume available | Issue: 9 | Pages: No page available

10.1200/po-24-00902 | PMID 40267387 Get It

PURPOSE Sertoli-Leydig cell tumors (SLCTs) are rare sex cord-stromal tumors, representing <0.5% of all ovarian tumors. We analyze the role of germline DICER1 status in outcomes of ovarian SLCT. METHODS Patients with SLCT were enrolled in the International Pleuropulmonary Blastoma/ DICER1 Registry and/or the International Ovarian and Testicular Stromal Tumor Registry. Medical records were systematically abstracted, and those with known germline DICER1 status were selected for analysis. RESULTS Of 162 patients with SLCT, 60% had a germline DICER1 pathogenic or likely pathogenic (P/LP) variant. The adjusted 3-year recurrence-free survival (RFS) was 87.2% (95% CI, 79.4 to 95.8) for patients with a germline DICER1 P/LP variant compared with 78.1% (95% CI, 66.4 to 91.9) for those without a germline DICER1 P/LP variant ( P = .043). The adjusted 3-year and 5-year overall survival (OS) was 93.9% (95% CI, 87.3 to 100.0) for those with a germline DICER1 P/LP variant compared with the 3-year OS of 91.3% (95% CI, 83.4 to 100.0) and the 5-year OS of 78.2% (95% CI, 63.8 to 95.9) for those without a germline DICER1 P/LP variant ( P = .021). Among patients with a germline DICER1 P/LP variant, the risk of a subsequent, nonrecurrent event was 36.2% (95% CI, 21.4 to 48.1) within 10 years. Previous/concurrent and subsequent neoplasms were rare among those without a germline DICER1 P/LP variant. CONCLUSION This cohort study of patients with SLCT demonstrated that those with germline DICER1 P/LP variants had superior RFS and OS even when adjusting for other prognostic factors. Beyond prognostic implications of a germline DICER1 P/LP variant, germline testing helps identify patients at risk of subsequent neoplasms, including metachronous SLCT.
Ovarian juvenile granulosa cell tumor: A report from the International Ovarian and Testicular Stromal Tumor and International Pleuropulmonary Blastoma/DICER1 Registries
Harris, Anne K. , Nelson, Alexander T. , Watson, Dave , Mallinger, Paige, Stering, Allen I., Snyder, Stacy L., Levy, Carolyn Fein , Kamihara, Junne , Herzog, Cynthia E. , Lagmay, Joanne , Foresto, Steve, Young, Robert H. , Dehner, Louis P. , Tadavarthy, Anil K., Stall, Jennifer N., Billmire, Deborah F., Schneider, Dominik T. , Schultz, Kris Ann P. , Kamihara, Junne , Chen, Kenneth S , Devins, Kyle M , Schneider, Dominik T , Schultz, Kris Ann P , Levy, Carolyn Fein , Harris, Anne K , Messinger, Yoav H. , Frazier, A Lindsay , Chen, Kenneth , Devins, Kyle M. , Hill, Dana Ashley

Cancer | April 23, 2025 | Volume: 131 | Issue: 9 | Pages: No page available

10.1002/cncr.35862 | PMID 40267023 Get It

AbstractBackgroundOvarian juvenile granulosa cell tumors (juvGCT) are rare sex cord‐stromal tumors that occur primarily in children and adolescents. This study summarizes the clinical presentation and outcomes of patients with juvGCT.MethodsPatients were enrolled in the International Ovarian and Testicular Stromal Tumor and/or International Pleuropulmonary Blastoma/DICER1 Registries. Available medical records were abstracted, and pathology was centrally reviewed. Surgical staging was classified using the 2014 International Federation of Gynecology and Obstetrics (FIGO) criteria.ResultsIn total, 70 patients with juvGCT enrolled and were diagnosed between 2001 and 2024; most patients (81%, 57 of 70) presented with FIGO stage I disease. Adjuvant chemotherapy was given in 30% (21 of 70); all regimens were platinum‐based. Three‐year event‐free survival among patients with stage IA tumors was 80.2% (95% confidence interval [CI], 62.4%–100.0%), IC1 was 87.4 (95% CI, 72.4%–100.0%), IC2‐IC3 was 63.6% (95% CI, 40.7%–99.5%), and II‐IV was 48% (95% CI, 24.6%–93.8%). Of the patients with recurrent juvGCT with known mitotic index (MI), all had MI greater than 19 mitoses per 10 high power fields (HPF) at diagnosis.ConclusionOutcomes were worse for patients with FIGO stage ≥IC2 disease and for tumors with >19 mitoses per 10 HPF. Given the prognostic significance of MI, the authors strongly recommend the assessment of MI for all juvGCTs. More information about tumor biology is critical to identify which patients may benefit from adjuvant chemotherapy and to facilitate the development of novel therapies.
Abstract 7392: The effects of socioeconomic deprivation on the tumor microenvironment of bladder cancer
Marco, Tom, Barker, Kenneth N. , Ritter, John , Mahmood, N., Srivastava, Rishab, Rao, A. Ramachandra, Zarif, Isaac, Mendizabal, Ricardo Estrada, Deshmukh, Sachin Kumar , Tapia, Edgar , Guillen-Rodriguez, José, Recio‐Boiles, Alejandro , Mahmood, Numaan, Srivastava, Rishab, Rao, Amith, Chipollini, Juan

Cancer Research | April 21, 2025 | Volume: 85 | Issue: 8_Supplement_1 | Pages: 7392-7392

10.1158/1538-7445.am2025-7392 Get It

Abstract Background: Bladder cancer patients with lower socioeconomic status (SES) often present with more aggressive disease and face poor outcomes, likely due to complex interactions with risk factors linked to lower SES. However, little is known about the effect of low SES on bladder tumor biology at the molecular level. This study sought to characterize better the impact of low SES on the bladder tumor microenvironment. Methods: This is a retrospective analysis of 93 patients (63 male and 30 female) ranging from age 33 to 92 presenting to the University of Arizona Cancer Center with bladder cancer from 2016-2023. Each patient's neighborhood level of SES was scored using the Area Deprivation Index on a scale of 1-100, with 1 representing the highest SES and 100 the least. These patients were then split into tertile 1: 1-33 (T1: N=16), tertile 2: 34-67 (T2: N=43), and tertile 3: 68-100 (T3: N=34), and each patient’s tumor microenvironment and mutational landscape was characterized and compared utilizing NGS (592, NextSeq; WES, NovaSeq) and WTS Sequencing (NovaSeq) (Caris Life Sciences, Phoenix, AZ). Statistical significance was determined using chi-square and Mann-Whitney U (p&lt;0.05). Results: Our study had no significant difference between age, sex, and race between the three tertiles. Hispanic ethnicity was significantly higher in T3 (26.5%) when compared to T2 (7%) and T1 (0%), p=0.013. The frequency of TMB-H (&gt;10 mutations/megabase) was significantly lower in T3 (15.6%) when compared to T2 (51.2%, p=0.02) and T1 (50%, p=0.01). There was significantly less T cell CD8+ infiltration in tertile 3 (0.02%) when compared to T2 (0.43%, p=0.04) and T1 (0.37%, p=0.08), and less dendritic cell infiltration in T3 (0%) when compared to T2 (0.1%, p=0.13) and T1 (0.64%, p=0.008). T regulatory cells were lower in T3 (1.37%) compared to T2 (2.13%, p=0.09) and T3 (2.02%, p=0.24). IHC-PD-L1 and gene expression for immune checkpoint genes, MHC-Class I, and MHC-Class II did not vary significantly between tertiles. KMT2C-mt was highest in T2 (21.1%) compared to T1 (3.12%, p=0.03) and T3 (6.67%). There was no other significant differences in mutation prevalence between the three tertiles. Discussion: In our study, lower SES bladder cancer patients had a lower amount of CD8+ cells, dendritic cell infiltration, and a low frequency of TMB-H, indicating a lower level of adaptive immune response present in the tumor microenvironment. Lower levels of adaptive immune activity have been associated with more aggressive tumor behavior and worse outcomes in bladder cancer patients. These findings provide a partial explanation of the molecular mechanisms underlying the poor prognosis observed in low SES patients with bladder cancer. Larger-scale studies exploring the impact of SES on tumor biology are essential as they hold significant therapeutic and preventive implications. Citation Format: Tom Marco, Kenneth Barker, Jesse Ritter, Numaan Mahmood, Rishab Srivastava, Amith Rao, Isaac Zarif, Ricardo Estrada Mendizabal, Sachin Deshmukh, Edgar Tapia, Jose Guillen-Rodriguez, Juan Chipollini, Alejandro Recio-Boiles. The effects of socioeconomic deprivation on the tumor microenvironment of bladder cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 7392.
Implementation outcomes of a patient decision-aid in a diverse population with systemic lupus erythematosus in 15 US rheumatology clinics
Singh, Jasvinder A. , Eisen, Seth A. , Chatham, Winn, Narain, Sonali , Kamen, Diane L. , Trotter, Kimberly , Majithia, Vikas , Ching, Cathy Lee , Aouhab, Zineb , Venuturupalli, Swamy, McMahon, Maureen , Bhairavarasu, Kalpana, Beasley, Mark , Kamen, Diane L, Charleston, Majithia, Vikas, Jackson, Venuturupalli, Swamy, McMahon, Maureen, Lim, S Sam, Bhairavarasu, Kalpana, Eisen, Seth , Narain, Sonali , Kamen, Diane L , Trotter, Kimberly , Majithia, Vikas , Lee Ching, Cathy , Ramsey-Goldman, Rosalind , Kim, Alfred H J , McMahon, Maureen , Lim, S Sam , Meara, Alexa Simon , Singh, Jasvinder A , Hearld, Larry R. , Annapureddy, Narender , Venuturupalli, Swamy, Wallace, Daniel J , Ramsey‐Goldman, Rosalind , Kim, Alfred H.J. , Lim, S. Sam , Bhairavarasu, Kalpana, Kalunian, Kenneth , Beasley, Timothy Mark , Kamen, Diane L, Charleston, Majithia, Vikas, Venuturupalli, Swamy, McMahon, Maureen, Lim, S Sam, Bhairavarasu, Kalpana

Rheumatology | April 13, 2025 | Volume: 64 | Issue: 8 | Pages: 4631-4640

10.1093/rheumatology/keaf205 | PMID 40221856 Get It

Abstract Objective The objective of this study was to examine the clinical outcomes during the implementation of a self-administered patient decision-aid (PtDA) for lupus. Methods We provided an effective computerized lupus PtDA in 15 rheumatology outpatient clinics 2019–2024 (including the COVID pandemic). We undertook Organizational Readiness to Implement Change Surveys (ORICs) and Team Learning and Psychological Safety Surveys (TLPSSs) at baseline. The primary study outcome objective measure, percent penetration/reach, was defined as the number of patients who viewed the lupus PtDA at the end of the study, divided by the total number of eligible patients (times 100). We used validated clinical personnel surveys to examine the perceived lupus PtDA appropriateness, acceptability, feasibility, success, and permanence, at 4 months, 12 months and 24 months post-PtDA implementation. Results Among the sites, the clinical personnels’ (n = 184) baseline ORIC commitment and efficacy scores (a 0–5 scale, higher = better) ranged from 3.5 to 4.2, and 3.4 to 4.4, respectively; the TLPSS scores (a 0–7 scale, higher = better) were 3.9–5.5 for internal learning, 3.7–5.6 for external learning, and 4.3–5.5 for psychological safety. The penetration (primary outcome) among 15 geographically diverse US rheumatology clinics ranged from 3% to 44%. We found that the total number of providers in the clinic was positively associated with higher penetration. Clinical personnel–perceived lupus PtDA outcomes were optimal at 4 months (all scale scores ranged from 1 to 5, higher = better): (i) appropriateness, 3.43 (s.d. 0.86); (ii) acceptability, 3.53 (s.d. 0.83); (iii) feasibility, 3.44 (s.d. 0.71); (iv) success, 3.41 (s.d. 0.73); and (v) permanence, 3.22 (s.d. 0.74). Conclusion We implemented a lupus PtDA with varied success rates during the COVID pandemic; more providers were associated with higher clinic penetration. Clinical personnel perceived high lupus PtDA appropriateness, acceptability, feasibility, success, and permanence that persisted up to 24 months. Trial Registration ClinicalTrials.gov, http://clinicaltrials.gov, NCT03735238.
Radiomics-Based Prediction of Local Recurrence after Stereotactic Body Radiation Therapy for Early-Stage Non–Small Cell Lung Cancer
Ogbonna, Chioma P, Breen, William G. , Noach, P., Rajagopalan, Srinivasan , Hostetter, Logan , Maldonado, Fabien , Bartholmai, Brian J. , Merrell, Kenneth W. , Peikert, T., Bartholmai, Brian J

Annals of the American Thoracic Society | April 10, 2025 | Volume: 22 | Issue: 8 | Pages: 1236-1243

10.1513/annalsats.202410-1047oc | PMID 40208641 Get It

Abstract Rationale Stereotactic body radiation therapy (SBRT) represents an effective therapeutic strategy for early-stage non–small cell lung cancer (NSCLC); however, local and systemic recurrences represent ongoing challenges. Computed tomography (CT) radiomics-based risk models can potentially be used to predict the risk of local recurrence on pretreatment CT scans. Objective Development of a radiomics model to predict local recurrence after SBRT in patients with NSCLC. Methods This single-institution study includes a retrospective case-control training set (20 patients with local recurrence and 40 control subjects) and an independent validation set (198 consecutive cases) of patients with early-stage NSCLC treated with SBRT. Tumors were semiautomatically segmented, and 102 quantitative radiomic features, including texture, landscape, spatial, nodule shape, and nodule surface features, were extracted. These features were included in three separate multivariable models to predict the risk of recurrence on the basis of pre-SBRT, post-SBRT, and the difference between the pre-SBRT and post-SBRT scans (Delta model). The pre-SBRT model was subsequently validated in an independent validation set. Results Thirteen independent variables were selected for the models using the Boruta algorithm. The sensitivity, specificity, and area under the curve of the pre-SBRT, post-SBRT, and Delta models were 85%, 90%, and 0.91; 85%, 92.5%, and 0.92; and 85%, 92.5%, and 0.94, respectively. The pre-SBRT model was validated in the independent validation set (area under the curve, 0.89; confidence interval, 0.83–0.92), because this model was believed to be the most useful to assist in individualized treatment planning. Conclusions Radiomic analysis facilitated the development of three high-performing models predicting local recurrence using either pre-SBRT CT, post-SBRT CT, or the change between these two. We successfully validated the most clinically relevant model, the pre-SBRT model. Although this model needs further validation, it may facilitate individualized surveillance, treatment planning, and selection of adjuvant therapy.