Citations

Mayo Clinic

Clear

657 citation(s) found for "Ma, Grace".

New Imaging Modality in Craniocervical Artery Dissections: Photon Counting Computed Tomography Angiography
Keser, Zafer , Xeros, Helena , Sadaney, Ahmed O El , Benson, John C. , Madhavan, Ajay A. , Lanzino, Giuseppe , Diehn, Felix E. , Xeros, Helena K , Thompson, Grace E, El Sadaney, Ahmed O , Benson, John , Madhavan, Ajay A , Lanzino, Giuseppe , Diehn, Felix E , Keser, Zafer , Thompson, Grace E.

Journal of the American Heart Association | June 16, 2025 | Volume: 14 | Issue: 12 | Pages: No page available

10.1161/jaha.125.041628 | PMID 40519210 Get It

Computer‐aided detection for esophageal achalasia (with video)
Shiwaku, Hironari , Misawa, Masashi , Inoue, Haruhiro , Boškoski, Ivo , Shimamura, Yuto , Ikebuchi, Yuichiro , Ominami, Masaki , Htet, Hein , Messmann, H, Colosso, Bianca Maria Quarta , Repici, Alessandro , Stavropoulos, Stavros N. , Bechara, Robert , Sethi, Amrita, Beyna, Torsten , Santi, Esperanza Grace , Sharma, Prateek , Eleftheriadis, Nikolas, Minami, Hitomi, Haber, Gregory , Seewald, Stefan , Shiwaku, Akio, Shiwaku, Yoshiyuki, Mori, Kensaku, Costamagna, Guido , Shimamura, Yuto , Ikebuchi, Yuichiro , Iwaya, Yugo , Htet, Hein Myat Thu , Colosso, Bianca Maria Quarta , Bechara, Robert , Kahaleh, Michel , Beyna, Torsten , Jiang, Kai, Oda, Masahiro , Familiari, Pietro , Hayee, Bu , Ho, Khek Yu , So, Jimmy Bok Yan , Bhandari, Pradeep , Grimes, Kevin L. , Maselli, Roberta , Hassan, Cesare , Fukami, Norio , Kahaleh, Michel , Sethi, Amrita , Neuhaus, Horst Ekkehard , Chiu, Philip Wai Yan , Eleftheriadis, Nikolas, Draganov, Peter V. , Mori, Kensaku , Kudo, Shin‐ei , Hasegawa, Suguru

Digestive Endoscopy | June 12, 2025 | Volume: 37 | Issue: 8 | Pages: 851-861

10.1111/den.15028 | PMID 40506418 Get It

ObjectivesAchalasia is an esophageal motility disorder that impairs quality of life and is often missed (20–50%) on endoscopy. A newly developed computer‐aided detection (CAD) software has shown high accuracy for achalasia diagnosis in preclinical settings. However, its benefit in a clinical setting remains unclear.MethodsBetween February and August 2023, 83 endoscopists from 27 centers assessed 50 randomized endoscopic videos (25 achalasia, 25 nonachalasia) without and with CAD. Endoscopists assessed videos without CAD, then with CAD after 2 months. The primary end‐point was improvement in sensitivity for nonexperienced endoscopists (no endoscopic experience of achalasia). Sensitivity, specificity, and accuracy with and without CAD were compared using the McNemar test.ResultsSensitivity for diagnosing achalasia increased significantly with CAD, rising from 74.2% (95% confidence interval [CI] 72.2–76.0%) to 91.2% (95% CI 89.9–92.4%) for all readers, showing a difference of 17.1% (95% CI 15.1–19.0%). Specifically, sensitivity improved from 66.9% (95% CI 63.6–70.0%) to 91.9% (95% CI 89.9–93.6%) among nonexperienced endoscopists, resulting in a difference of 25.0% (95% CI 21.7–28.4%), and from 79.5% (95% CI 77.1–81.8%) to 90.8% (95% CI 89.0–92.3%) among experienced endoscopists (endoscopic experience of at least one achalasia case), with a difference of 11.3% (95% CI 8.9–13.6%). Accuracy and specificity improved significantly with CAD assistance, regardless of reader's experience.ConclusionCAD improves achalasia detection by 17%, confirming preclinical results. The benefit was higher for nonexperienced endoscopists. CAD assistance may lead to prompt and effective treatment, minimizing the risk of false‐negative diagnosis in clinical practice.Trial registrationThis study was registered in the University Hospital Medical Information Network Clinical Trial Registry (https://www.umin.ac.jp/ctr/) number: UMIN000053047.
Late Gadolinium Enhancement and Electrocardiographic Associations in Hypertrophic Cardiomyopathy
Asfour, Issa, Karim, Shahid , Tabraiz, Sair Ahmad , Chahal, C. Anwar A. , Sherif, Akil Adrian , Ommen, Steve R. , Lin, Grace , Brady, Peter A. , Tabraiz, Sair A, Chahal, Choudhary Anwar A , Sherif, Akil , Khanji, Mohammed Y , Somers, Virend K.

Annals of Noninvasive Electrocardiology | June 12, 2025 | Volume: 30 | Issue: 4 | Pages: No page available

10.1111/anec.70077 | PMID 40464065 Get It

ABSTRACTBackgroundLate gadolinium enhancement (LGE) on cardiovascular magnetic resonance (CMR) imaging is a well‐established indicator of myocardial fibrosis in hypertrophic cardiomyopathy (HCM). However, its association with electrocardiographic (ECG) abnormalities and the risk of atrial fibrillation (AF) remains uncertain.ObjectivesTo investigate the association between the presence and burden of LGE with ECG characteristics, including precordial voltage, depolarization and repolarization abnormalities, and the incidence of AF in adults with HCM.MethodsWe conducted a retrospective cohort study of 144 adults with HCM with CMR and 12‐lead ECG within 30 days of each other. LGE was quantified as a percentage of LV mass and categorized as absent, < 5%, or ≥ 5%. ECG parameters, including QRS voltage, repolarization abnormalities, and LVH criteria, were analyzed. Incident AF was assessed during a median follow‐up of 6.6 years.ResultsLGE was present in 96 (67%) patients, with 21 (22%) having ≥ 5% LGE. There were no significant differences in precordial voltage between patients with and without LGE across Sokolow‐Lyon, Cornell, and Romhilt‐Estes criteria. However, T‐wave inversion was more common in leads I (41% vs. 19%, p = 0.009), aVL (50% vs. 31%, p = 0.033), and V4 (41% vs. 23%, p = 0.035) in patients with LGE. Patients with ≥ 5% LGE had a significantly lower median LVEF (64% vs. 74%, p = 0.003). Additionally, LGE presence was not associated with an increased risk of incident AF (HR 1.8, 95% CI 0.6–5.3, p = 0.308).ConclusionIn contrast to pediatric HCM, LGE is associated with specific ECG repolarization abnormalities, particularly T‐wave inversion in lateral leads, but does not significantly affect precordial voltage in adults.
AXALAP: Phase Ib study of axatilimab in combination with olaparib in BRCA1/2 and PALB2 -associated metastatic HER2-negative breast cancer (BC).
Hernandez, Adela Rodríguez, Buehler, Ryan, Augdahl, Grace, DeMeo, Michelle K. , Waks, Adrienne G. , Tolaney, Sara M. , Tayob, Nabihah , Guerriero, Jennifer L. , Lynce, Filipa , Yadav, Siddhartha , Rahman, Tasnim , Tung, Nadine , Garber, Judy E. , Shapiro, Geoffrey I.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2025.43.16_suppl.tps1143 Get It

TPS1143 Background: Poly(ADP-ribose) polymerase (PARP) inhibitors (PARPi) have revolutionized the treatment of patients (pts) with germline BRCA1/2 (gBRCA)-associated HER2-negative BC. However, resistance eventually occurs in almost all pts. Tumor-associated macrophages (TAMs), a key component of the BC tumor microenvironment, are highly immunosuppressive and associated with poor clinical outcomes. In preclinical immunocompetent models of BRCA-associated BC, PARP inhibition induces suppressive CSF-1R+ TAMs, contributing to resistance, so that combining anti-CSF-1R therapy with PARPi significantly enhances progression free survival (PFS) compared to PARPi monotherapy (190d vs 92d). Axatilimab (SNDX-6352; Ab969.g2), a humanized IgG4 monoclonal antibody targeting CSF-1R, reduces TAMs, potentially slowing tumor growth and enhancing anti-tumor immunity. In the Phase I SNDX-6352-0502 study for advanced solid tumors, axatilimab showed tolerability at the highest dose (6 mg/kg), with biomarker modulation observed at doses as low as 1 mg/kg. Axatilimab is FDA-approved for chronic graft-versus-host disease (cGVHD). Methods: AXALAP (NCT06488378) is a non-randomized open-label, proof-of-concept phase 1 study designed to evaluate axatilimab 1mg/kg or 3mg/kg every 2 weeks in combination with olaparib 300 mg twice daily in pts with somatic or germline BRCA1/2 - and PALB2 -associated HER2-negative metastatic BC. Patients must be PARPi naïve, or have not progressed on prior PARPi, and have received up to 2 prior lines of chemotherapy for metastatic disease. Pts will receive a two-week lead-in of olaparib monotherapy, followed by combined olaparib and axatilimab. Pts will undergo mandatory tumor biopsies pre-treatment, after the 2-week olaparib lead-in, and after 2 cycles of olaparib/axatilimab, with an optional biopsy at time-of-progression. Primary objectives are to establish the maximum tolerated dose (MTD) and recommended phase 2 dose and to assess the safety and tolerability of axatilimab and olaparib. Secondary objectives include assessment of changes in CSF-1R+ CD163+ macrophage levels after olaparib monotherapy and after 2 cycles of combination treatment at the MTD; to determine the objective response rate and the median PFS of the combination per RECIST 1.1 criteria. The MTD will be determined by Bayesian Optimal Interval (BOIN) design. Pts will be treated in cohorts of 3 with a maximum of 10 at each dose. If the MTD is identified as 3mg/kg, we will complete enrollment of 10 pts at 1 mg/kg to assess biological effectiveness and clinical efficacy of the lower dose. We expect to treat up to 20 pts, who will receive study treatment until development of unacceptable toxicity or disease progression. Enrollment began on 5/2024 at Dana-Farber Cancer Institute and the trial will also open at Beth Israel Deaconess Medical Center and Mayo Clinic-Rochester. Clinical trial information: NCT03604692 .
Assessing the effects of financial toxicity on quality of life among hematopoietic stem cell transplantation recipients.
Hanvey, Grace Ann , Kirsch, Janae L. , Hashmi, Shahrukh K. , Ehlers, Shawna L. , Morrison, Eleshia J. P. , Patten, Christi A. , Cerhan, James R. , Brockman, Tabetha A. , Hogan, William J.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: 1593-1593

10.1200/jco.2025.43.16_suppl.1593 Get It

1593 Background: “Financial toxicity” refers to the financial burden imposed by treatment costs on individuals with cancer, constituting a major barrier to achieving equitable cancer outcomes. Recent literature increasingly demonstrates the detrimental impacts of financial toxicity on quality of life (QOL) among individuals with cancer, including individuals who have undergone hematopoietic stem cell transplantation (HSCT). This study evaluates associations among treatment cost burden and various aspects of QOL following HSCT. Methods: Seven hundred one HSCT recipients completed a survey examining their biopsychosocial health one year following transplant. The survey included the Functional Assessment of Cancer Therapy – Bone Marrow Transplantation (FACT-BMT), a multifactorial measure of QOL specific to this population. Treatment cost burden endorsement was measured on a 5-item Likert scale. Hierarchical regression models were developed to assess the incremental effects of demographic characteristics (i.e., Block 1), clinical predictors (Block 2), and cost burden (Block 3) on physical, emotional, social, functional, BMT-specific, general, and composite QOL outcomes. Results: Significant model improvement was observed with the addition of clinical factors ( ΔF(2,650) = 20.28, p < .001), and subsequently, treatment cost burden ( ΔF(1,649) = 110.29, p < .001). In the final model, higher cost burden was associated with poorer physical (β = -0.323, p < .001), emotional (β = -0.301, p < .001), social (β = -0.250, p < .001), functional (β = -0.317, p < .001), BMT-specific (β = -0.341, p < .001), general (β = -0.377, p < .001), and composite QOL (β = -0.381, p < .001). Poorer performance score was associated with each QOL indicator ( p < .001), with allogeneic transplant type associated with poorer functional (β = -0.001, p = .002), but higher emotional (β = 0.118, p = .002), wellbeing. Older age (β = 0.113, p = .003) and female sex predicted higher (β = 0.183, p < .001), while Hispanic ethnicity predicted poorer (β = -0.095, p = .010), social wellbeing. Female sex was associated with poorer QOL specific to BMT concerns (β = -0.118, p = .001). Conclusions: Higher treatment cost burden is associated with poorer overall QOL and its physical, emotional, social, functional, and BMT-specific components one year following HSCT, after controlling for demographic and clinical characteristics. This reflects a critical barrier to equitable cancer care, suggesting that financial toxicity may perpetuate preexisting inequities in QOL, treatment, disease, and survival outcomes that disproportionately impact the underserved. Future research should prioritize 1) better understanding relationships among complex indicators of financial toxicity, QOL, and their underpinning mechanisms and 2) developing solutions to mitigate financial toxicity of HSCT and overall cancer care.
Estrogen receptor expression in residual breast cancer following neoadjuvant chemotherapy.
Premji, Sarah , Keeney, Michael, Choong, Grace M. , Leon‐Ferre, Roberto A. , Haddad, Tufia C. , O’Sullivan, Ciara C. , Hobday, Timothy J. , Ruddy, Kathryn J. , Peethambaram, Prema P. , Hoskin, Tanya L. , Tevaarwerk, Amyé , Giridhar, Karthik V. , Cathcart-Rake, Elizabeth , Yadav, Siddhartha , Ingle, James N. , Boughey, Judy C. , Goetz, Matthew P.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: 529-529

10.1200/jco.2025.43.16_suppl.529 Get It

529 Background: Neoadjuvant chemotherapy (NAC) is commonly administered to patients (pts) with estrogen receptor alpha (ER) negative (immunohistochemistry [IHC] 0%) and ER-low (IHC 1-10%) breast cancer (BC). For pts without pathological complete response (pCR), ER expression may differ between baseline and residual BC following NAC. We previously demonstrated adjuvant endocrine therapy (ET) omission in ER-low early-stage BC was associated with significantly worse overall survival (OS); however, this effect was restricted to pts with residual BC following NAC and those with higher baseline ER levels (IHC 6-10%) (Choong et al., ASCO 2024). Here, we assessed how often ER was expressed in residual invasive BC for pts treated with NAC for ER-negative and ER-low BC. Methods: Weidentified pts with pre-treatment (tx) ER-negative and ER-low (regardless of HER2 expression) stage I-III BC treated with NAC who underwent BC surgery at Mayo Clinic Rochester between 2009 and 2023. ER IHC was performed in a CAP/CLIA laboratory. We evaluated ER expression in residual invasive BC for pts without pCR. The percent of pts with a post-tx change in ER status was estimated and reported with 95% Wilson confidence intervals. Results: 955 pts (838 [88%] pre-tx ER-negative; 117 [12%] pre-tx ER-low) met inclusion criteria, of whom 69% had HER2-negative and 31% HER2-positive BC. The median age at diagnosis was 52 (range: 24-86). 496 (52%) had residual BC. Residual BC was more common in HER2-negative versus (vs) positive tumors (56% vs 42%, p < 0.001) but did not differ significantly by ER status (ER-negative 51% vs ER-low 57%, p = 0.22). Of those with residual BC, 277/496 (56%) had ER re-testing. Rates of ER re-testing did not vary for pre-tx ER-negative vs -low (57% vs 51%, p = 0.37) but were significantly lower for HER2-positive vs HER2-negative tumors (39% vs 62%, p < 0.001). Among those with post-tx testing, 31/277 (11%, 95% CI: 8-15%) had an increase in ER expression from pretreatment levels (defined as ER IHC < 1% to either 1-10% or > 10%; or ER IHC 1-10% to > 10%). In these 31 pts, the original NAC was for either TNBC (21/31; 68%) or HER2+ BC (10/31; 32%). In pts with pre-tx ER-negative BC, 27/243 (11%, 95% CI: 8-16%) had ER expression in the residual BC including 14/243 (6%, 95% CI: 3-9%) with ER > 10% and 13/243 (5%, 95% CI: 3-9%) with ER 1-10%. For pts with baseline ER-low BC, 4/34 (12%, 95% CI: 5-27%) had ER > 10% in the residual BC. Among the 31 pts where ER increased following NAC, 21/31 (68%) received adjuvant ET, including 17/18 if ER was > 10% in the residual disease and 4/13 in those with ER 1-10%. Conclusions: In pts treated with NAC for ER-negative or ER-low BC not achieving pCR, we identified higher ER expression in the residual breast cancer in > 10% of pts. Given that omission of ET in ER-low BC with residual cancer following NAC is associated with worse survival, repeat biomarker testing should be considered in those without pCR, and ET individualized according to ER expression.
Prognostic impact of cardiac resynchronization therapy in wild-type transthyretin amyloid cardiomyopathy
Siontis, Konstantinos C. , Tan, Nicholas Y. , Maanja, Maren , Chahal, Choudhary A., Hodge, David O. , Lin, Grace , Sehrawat, Ojasav , Hodge, David, Miller, Wayne L. , Dispenzieri, Angela , Chahal, Choudhary A., Dispenzieri, Angela , Noseworthy, Peter A.

Amyloid | May 26, 2025 | Volume: 32 | Issue: 3 | Pages: 289-291

10.1080/13506129.2025.2504443 | PMID 40415407 Get It

Contemporary Biology, Management, and Outcomes of Renal Medullary Carcinoma in Children and Adults: A Pediatric Surgical Oncology Research Collaborative Study
Beckhorn, Catherine B , Malek, Marcus M. , Lovvorn, Harold N. , McKay, Katlyn G. , Kontchou, Nelly‐Ange T. , Kastenberg, Zachary J. , Hoyt, David , Roach, Jonathan P. , Myers, Emily K. , Cost, Nicholas G. , Mullapudi, Bhargava , Marchese, Charles R. , Jensen, Amanda , Lundstedt, John, Brungardt, Joseph G. , Davidoff, Andrew M. , Piché, Nelson , Craig, Brian T. , Schuh, Jennifer M , Cromeens, Barrett P., Castle, Shannon L. , Mello, Kathryn Bandeira de, Short, Joshua , Petroze, Robin T. , Rajaval, Shay, Thompson, Grace R., Fialkowski, Elizabeth , Martchenke, Nathan, Rich, Barrie S. , Glick, Richard D. , Doyle, Kathleen , Abril, Paige, Seemann, Natashia M. , Davidson, Jacob B., Wilson, Claire A. , Joshi, Devashish , Stellon, Michael , Newman, Erika A. , Hammoud, Maya M. , Williams, Keyonna M , Grant, Christa N. , Gorgy, Merit , Polites, Stephanie F. , Debertin, Julia , Cameron, Danielle B. , Stetson, Alyssa , Lee, William G. , Barkhordar, Aaron, Austin, Mary T. , Coakley, Brian A. , Kahan, Anastasia M , Murphy, Joseph T., Pitonak, Michael, Boehmer, Chloé , Tracy, Elisabeth T. , Kastenberg, Zachary J , Hoyt, David W , Cost, Nicholas G , Marchese, Charles R , Lautz, Timothy , Lundstedt, John , Brungardt, Joseph G , Talbot, Lindsay J , Murphy, Andrew J , Aldrink, Jennifer H , Piche, Nelson , Mannava, Sindhu V , Fialkowski, Elizabeth A , Rich, Barrie S , Seemann, Natashia M , Stellon, Michael , Dimmer, Alexandra M , Williams, Keyonna , Barkhordar, Aaron , Beckhorn, Catherine , Tracy, Elisabeth T , Malek, Marcus M , Kahan, Anastasia Morgan , Leraas, Harold J. , Lautz, Timothy B. , Carter, Michela M. , Dasgupta, Roshni , Murphy, Andrew J. , Aldrink, Jennifer H. , Mansfield, Sara A. , Lal, Dave R. , López, Adriana , Mattei, Peter , Rothstein, David H. , Fowler, Kathryn L. , Brown, Erin G. , Abril, Paige, Rinehardt, Hannah , Le, Hau D. , Ahmed, Tamer, Kim, Eugene S. , Pitonak, M.

Pediatric Blood & Cancer | May 21, 2025 | Volume: 72 | Issue: 8 | Pages: No page available

10.1002/pbc.31774 | PMID 40394815 Get It

ABSTRACTBackgroundRenal medullary carcinoma (RMC) is an aggressive tumor associated with sickle cell trait. Despite treatment advances for other rare renal tumors, RMC survival remains poor. We aimed to describe the contemporary management and survival of children and adults with RMC.ProcedureIn this multicenter retrospective cohort study, Pediatric Surgical Oncology Research Collaborative sites searched their databases for patients diagnosed with RMC (2000–2022). Descriptive statistics were calculated and survival analyses performed using Kaplan–Meier and Cox regression.ResultsThirty‐four patients with RMC were identified. Median age was 19 years (IQR: 15–28; range: 7–52). Most were male (24/34; 71%), Black (27/32; 84%), had sickle cell trait or disease (30/33; 91%), presented with metastatic disease (27/34; 79%), and were symptomatic at presentation (32/34; 94%). Median overall survival (OS) was 24 months from diagnosis (16 months for children, 28 months for adults, p = 0.6). Receipt of platinum‐based chemotherapy (23/34; 68%) was associated with significantly higher OS than other regimens (35 vs. 5 months, p < 0.001). Nephrectomy (24/34; 71%) was associated with significantly improved OS compared with non‐operative management (34 vs. 7 months, p = 0.001). Immunotherapy, targeted therapy, or radiation therapy were not associated with significant differences in OS, nor were age, sex, race, sickle cell status, SMARCB1/INI‐1, stage, nephrectomy approach, retroperitoneal lymph node dissection, gross residual disease, margins, or tumor size.ConclusionsRMC survival remains poor despite newer therapies. Nephrectomy and platinum‐based chemotherapy should be considered in locally advanced and metastatic disease. Coordinated international cooperative group studies are needed to meaningfully improve RMC survival.
Thematic and Scholarly Trajectories in the Journal Health Communication
Britt, Rebecca K. , Carmack, Heather J. , Amangalieva, Gulmira , Nicholas, Grace, Ivic, Rebecca K , Nicholas, Grace

Health Communication | May 19, 2025 | Volume: 41 | Issue: 2 | Pages: 246-254

10.1080/10410236.2025.2505790 | PMID 40387038 Get It

Drug and Single-Cell Gene Expression Integration Identifies Sensitive and Resistant Glioblastoma Cell Populations
Suter, Robert K. , Jermakowicz, Anna M. , Veeramachaneni, Rithvik, D’Antuono, Matthew , Zhang, L.G., Chowdary, Rishika , Kaeppeli, Simon , Sharp, Madison, Palwai, Pravallika , Stathias, Vasileios , Baker, Grace, Ruiz, Luz , Walters, Winston, Cepero, Maria L., Reilly, Edward B. , Oleksijew, Anatol, Anderson, Mark G. , Williams, Siôn L. , Komotar, Ricardo J., Fuente, Macarena I. de la, Stein, Gregory , Wojcinski, Alexander, Schürer, Stephan C. , Ayad, Nagi , Zhang, Longwei , Burgenske, Danielle M , Williams, Sion Ll , Ivan, Michael E , Ayad, Nagi G , Palwai, Pravallika, Ruiz, Luz , Burgenske, Danielle M. , Williams, Sion Ll., Komotar, Ricardo J. , Wojcinski, Alexandre , Kesari, Santosh , Sarkaria, Jann N. , Ayad, Nagi G.

No container title available | May 15, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.05.15.654044 | PMID 40462892 Get It

Abstract Glioblastoma (GBM) remains the most common and lethal adult malignant primary brain cancer with few treatment options. A significant issue hindering GBM therapeutic development is intratumor heterogeneity. GBM tumors contain neoplastic cells within a spectrum of different transcriptional states. Identifying effective therapeutics requires a platform that predicts the differential sensitivity and resistance of these states to various treatments. Here, we developed a novel framework, ISOSCELES ( I nferred cell S ensitivity O perating on the integration of S ingle- C ell E xpression and L 1000 E xpression S ignatures), to quantify the cellular drug sensitivity and resistance landscape. Using single-cell RNA sequencing of newly diagnosed and recurrent GBM tumors, we identified compounds from the LINCS L1000 database with transcriptional response signatures selectively discordant with distinct GBM cell states. We validated the significance of these findings in vitro, ex vivo, and in vivo , and identified a novel combination of an OLIG2 inhibitor and Depatux-M for GBM. Our studies suggest that ISOSCELES identifies cell states sensitive and resistant to targeted therapies in GBM and that it can be applied to identify new synergistic combinations. Highlights Integration of GBM single-cell RNA sequencing data with L1000-derived drug response signatures facilitates clustering of tumor cells and small molecules on cell-drug connectivity. Cell-drug connectivity predicts the identities of drug-sensitive and resistant cell states. In silico perturbation analysis using cell-drug connectivity predicts drug-induced changes in the cell-drug connectivity landscape in vivo. In silico perturbation analysis to predict drug-induced changes in the tumor cell-drug connectivity landscape predicts drug combinations that synergize in vivo to extend survival.