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111 citation(s) found for "Bai, Li".

Enriched Adaptive Immunity and Reduced Inflammatory Response in Plasma Cell Disorders of Self-Identified Black Patients
Pilcher, William , Khanfar, Mariam , Sharma, Neeraj , Lehman, Stacey J , Bai, Mahek, Cook, Joselle M , Abdallah, Nadine H , Bolarinwa, Abiola B , Anderson, Emilie I., Kourelis, Taxiarchis , Kumar, Shaji K , Weivoda, Megan , Gomez, Felicia

Blood Journal | October 5, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/blood.2026033998 | PMID 42832394 Get It

The immune tumor microenvironment (iTME) plays a crucial role in disease biology of plasma cell (PC) dyscrasias, but remains poorly characterized in self-identified Black individuals, a population at increased risk. Mass cytometry and scRNA-seq of 128 bone marrow aspirates revealed significant changes in immune cell composition across the disease spectrum, including shifts from naïve to effector T cells with declines in B cells, MAIT, pDCs, and increases in monocytes with disease progression. Self-identified Black patients had higher relative proportions of terminally differentiated T cells and lower monocytes in newly diagnosed and treated multiple myeloma (MM). ScRNA-seq revealed genes overexpressed in self-identified Black individuals were enriched for E2F targets and G2-M checkpoints, while reduced genes were enriched for TNF-α/NF-kB, interferon and inflammatory responses pathways. These findings were supported by genetic ancestry and validated in an independent dataset of 286 patients with MM from the MMRF Immune Atlas. Self-identified race and African genetic similarity are significantly associated with remodeling the MM iTME, with potential implications for disease biology and treatment response.
Evaluation of AI‐derived LAD artery dose metrics for survival stratification in stage III NSCLC: A secondary analysis of RTOG 0617 trial
Zhu, Libing, Rong, Yi, Bai, Yun, Yu, Nathan Y., Chen, Quan, Zhu, Libing , Tao, Randa , Yu, Nathan Y.

Medical Physics | August 3, 2026 | Volume: 53 | Issue: 8 | Pages: No page available

10.1002/mp.70621 | PMID 42545172 Get It

Abstract Background While the radiation dose to left anterior descending (LAD) artery is associated with overall survival (OS) in NSCLC patients, manual segmentation is labor‐intensive. Several auto‐segmentation models were developed on average 4DCT with promising geometric agreement, yet their feasibility in clinical outcome analysis on lung CT remains unclear. Purpose This study evaluates whether automated LAD segmentation can reproduce, at the group level, the established dose‐survival association in a multi‐institutional clinical trial dataset. Methods Three deep learning‐based auto‐segmentation (DLAS) models for automatic segmentation of the LAD coronary artery were applied to 460 patients from the NRG Oncology/RTOG 0617 dataset. Kaplan–Meier curves and Cox proportional hazard ratio (HR) were calculated using each model's segmentation. The LAD V15 Gy was used to stratify patients into high‐and low‐risk groups, and the cut‐off values were determined by minimizing mean absolute error (MAE) between DLAS‐derived and manual OS curves. Results All three models demonstrated significantly different OS curves between the high risk and low risk groups ( p < 0.05). The HR was 1.40 (95% CI: 1.02–1.93; p = 0.0381; MAE = 7.1%), 1.32 (95% CI: 1.03–1.68; p = 0.0258; MAE = 9.6%), and 1.37 (95% CI: 1.03–1.84; p = 0.0331; MAE = 7.9%) for the three models using a common V15 Gy ≥ 10% cut‐off. After optimizing the cut‐off, one model aligned well with what was derived from manual segmentation (MAE = 4.3%). Conclusion Among the evaluated models, one DL model showed the strongest performance of survival groups separation and achieved group‐level overall survival stratification comparable to that previously reported using manual contours in the multi‐institutional cohort. Further validation with paired manual contours and pre‐specified cutoffs is warranted.
Abstract B024: Cisplatin primes an interferon-driven CD8+ central memory T cell program to enable oncolytic virotherapy in gastrointestinal cancer malignancies
Parker, Joseph Brandon., Dong, Zhongyi , Liu, Tao, Guo, Qisen , Zhang, Haoyu, Ni, Bo, Bai, Long, Chen, Yiwen, Zong, Jiasheng, Xia, Xiang, Zheng, Jiaojiao, Pham, Hoang Tran , Elalfy, Aya, Ingram, Demarcus, Abdel-Hakeem, Ahmed, Ali, Muhammad, Zhang, Z L , Yang, Vivienne , Parker, Jefferson , Liu, Tao, Ni, Bo , Bai, Long, Xia, Xiang, Pham, Hoang Tran, Elalfy, Aya, Ali, Muhammad, Hartzell, Shannon

Clinical Cancer Research | July 21, 2026 | Volume: 32 | Issue: 14_Supplement | Pages: B024-B024

10.1158/1557-3265.d32026-b024 Get It

Abstract Background: The limited efficacy of oncolytic virotherapy (OV) in gastrointestinal malignancies has been attributed to an immunologically inert tumor microenvironment. While cisplatin is widely used as a cytotoxic agent, its immunomodulatory effects remain incompletely defined. We hypothesized that cisplatin may reprogram the tumor immune landscape to enable more effective OV-mediated anti-tumor responses. Methods: We evaluated the effects of cisplatin in combination with two distinct oncolytic platforms, vesicular stomatitis virus (VSV) and adenovirus (AdV), across both in vitro and in vivo colorectal cancer models. In vivo efficacy was assessed using MC38 subcutaneous and peritoneal metastatic models, with analysis of tumor growth, survival, and toxicity. Immune profiling was performed using single-cell RNA sequencing (scRNA-seq), flow cytometry, and bulk RNA sequencing to interrogate changes in CD8+ T cell states and functional programs. Guided by these preclinical findings, a clinical trial combining XELOX, PD-1 blockade, and OV therapy was initiated (ChiCTR2500107607). Results: Cisplatin markedly enhanced OV-mediated anti-tumor efficacy across models, resulting in sustained tumor control and improved survival in both subcutaneous and peritoneal disease settings. This effect was conserved across viral platforms, indicating a virus-agnostic interaction. Mechanistically, cisplatin induced a robust interferon (IFN)–dominant transcriptional program, characterized by upregulation of interferon-stimulated genes, including IRF7, IRF9, and ISG15. Single-cell analysis revealed that combination therapy reshaped the CD8+ T cell compartment, promoting the expansion of a population with transcriptional and functional features of central memory T cells (Tcm), alongside reduced exhaustion signatures. These changes were accompanied by enhanced cytokine signaling pathways associated with T cell maintenance and function, including IL-2, IL-7, and IL-15. In vitro, the combination of cisplatin and OV increased tumor cell death and interferon-γ production, supporting a model in which cytotoxic and immunostimulatory effects are mechanistically linked. A phase I clinical trial has been initiated. In gastric cancer, patients with retroperitoneal metastases are being treated with OV in combination with PD-1 blockade (ongoing). In colorectal cancer, the strategy is being evaluated in the neoadjuvant setting with an rectal preservation approach. Conclusions: Our findings identify a previously unrecognized role for cisplatin in priming an interferon-driven immune program that promotes Tcm differentiation and function, thereby enabling durable responses to oncolytic virotherapy. This work provides a mechanistic rationale for leveraging chemotherapy-induced immune reprogramming to enhance viro-immunotherapy and supports the clinical translation of this strategy in gastrointestinal malignancies. Citation Format: Joseph Brandon. Parker, Zhongyi Dong, Tao Liu, Qisen Guo, Haoyu Zhang, Bo Ni, Long Bai, Yiwen Chen, Jiasheng Zong, Xiang Xia, Jiaojiao Zheng, Hoang Tran Pham, Aya Elalfy, Demarcus Ingram, Ahmed Abdel-Hakeem, Muhammad Ali, Shannon Hartzell, Zizhen Zhang, Vivienne Yang. Cisplatin primes an interferon-driven CD8+ central memory T cell program to enable oncolytic virotherapy in gastrointestinal cancer malignancies [abstract]. In: Proceedings of AACR Drug Discovery and Development (AACR D3) Conference; 2026 Jul 21-24; Boston, MA. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(14_Suppl):Abstract nr B024.
Thyroid dysfunction and migraine across racial and age groups: A multinational cohort study
Bai, Isaac, Mascarenhas, Niki, Maharjan, Kritika, Wang, Han, Chou, CK , Lai, I-An, Lin, C Y , Weng, Chien‐Hsiang

Headache: The Journal of Head and Face Pain | July 16, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/head.70173 | PMID 42458900 Get It

Abstract Objective To evaluate whether thyroid dysfunction, including hypothyroidism and hyperthyroidism, is associated with migraine across racial and age groups using a large, multinational electronic health record database. Background Thyroid disorders are highly prevalent worldwide, with hypothyroidism affecting over 200 million individuals and hyperthyroidism affecting approximately 2.5% of adults. Migraine is a leading cause of disability globally. Prior studies have suggested potential links between thyroid dysfunction and migraine, but evidence has been limited by small sample sizes, restricted population diversity, and inadequate control of confounding. Whether associations differ by thyroid subtype, race, or age remains unclear. Methods We performed two parallel retrospective cohort analyses within the TriNetX Global Collaborative Network, comprising over 200 million patients across 21 countries, using patient records from January 2004 to December 2024. Adults aged 18–100 years with hypothyroidism or hyperthyroidism, defined by ≥3 clinical encounters within 20 years, were identified. Individuals with psychiatric disorders (including mood, anxiety, and stress‐related disorders), sleep disorders, epilepsy or recurrent seizures, or known migraine‐related genetic mutations were excluded. Each thyroid cohort was compared with a control group without thyroid disease, with groups balanced on key demographic and clinical characteristics including age, sex, and hypertension; beta‐blocker use was additionally considered in the hyperthyroidism cohort. The primary outcome was diagnosis of migraine (International Classification of Diseases, 10th Revision, code G43) within 5 years of index date. Subgroup analyses were conducted by race (Caucasian, African American/Black, Asian) and age (18–40, 40–65, 65–100 years). Sensitivity analyses assessed robustness to alternative visit thresholds and expanded covariate adjustment. Results A total of 33,327,750 patients were included in the hypothyroidism analysis and 28,182,377 in the hyperthyroidism analysis. Baseline differences between groups were minimized after cohort balancing. Hypothyroidism was associated with higher odds of migraine across all racial groups, strongest among African American/Black (odds ratio [OR] 2.04; 95% confidence interval [CI] 1.91–2.17), followed by White (OR 1.93; 95% CI 1.89–1.96) and Asian (OR 1.83; 95% CI 1.69–1.98). Hyperthyroidism was similarly associated with increased migraine odds, most prominently among White (OR 1.64; 95% CI 1.59–1.70), with smaller but significant associations in African American/Black (OR 1.28; 95% CI 1.14–1.44) and Asian (OR 1.18; 95% CI 1.07–1.29). Elevated odds were observed across all age strata, generally increasing with age. Findings were consistent in sensitivity analyses. Conclusion In this large, multinational real‐world study, both hypothyroidism and hyperthyroidism were independently associated with increased migraine prevalence across diverse racial and age groups. These results highlight thyroid dysfunction as an important comorbid condition in migraine and support further prospective and mechanistic investigation.
An artificial intelligence model to detect abnormal ejection fraction from non-contrast chest computed tomography: the CT–LVEF study
Raikhelkar, J. , Richter, Ilan, Liu, Fengbei , Nizam, Nusrat Binta , Kishore, Varsha, vanMaanen, David, Ruhl, Jeffrey , Tesfuzigta, Naomi, Lancet, Erica, Leb, Jay , Legasto, Alan C. , Kumaraiah, Deepa, Prince, Martin, Sayer, G. , Uriel, Nir, Raikhelkar, Jayant , Ruhl, Jeffrey , Elias, Pierre , Poterucha, Timothy, Uriel, Nir , Bai, Zilong , Beecy, Ashley , Richter, Ilan, Kishore, Varsha, Kelsey, Chris R. , vanMaanen, David, Poterucha, Timothy Joseph , Prince, Martin, Wang, Fei , Estrin, Deborah L. , Sabuncu, Mert Rory

European Heart Journal - Digital Health | June 10, 2026 | Volume: 7 | Issue: 6 | Pages: No page available

10.1093/ehjdh/ztag088 | PMID 42388418 Get It

Abstract Aims Heart failure (HF), a major global health challenge, affects millions worldwide and poses substantial healthcare and economic burdens. It is estimated that a large proportion of those with early systolic dysfunction remain asymptomatic at a stage when guideline-directed medical therapies have been shown to prevent disease progression. To develop an artificial intelligence (AI) model capable of predicting abnormal left ventricular ejection fraction (EF) directly from static, non-gated, non-contrast chest computed tomography (CT) scans as a form of opportunistic screening, Methods and results Using a multi-institutional dataset of 34 058 paired non- contrast CT images and echocardiogram reports from two academic centres, we trained our model of classification for predicting left-ventricle ejection fraction (LVEF) categories: abnormal EF (EF &lt; 50%) vs. normal on 25 948 studies. We validated the model on 8110 paired chest CT and echocardiogram results from a separate institution. The model achieved an area under the receiver operating characteristic (AUROC) curve of 0.786 on the hold-out test set and 0.762 on external validation to detect an abnormal EF (&lt;50%). Beyond strong predictive performance, the AI model surpassed expert radiologists in both accuracy and efficiency and provided interpretable visualizations highlighting imaging features linked to reduced LVEF. Conclusion In this study, we developed and validated an AI model capable of predicting abnormal LVEF directly from static, non-gated, non-contrast chest CT scans, a novel application for an imaging modality typically used for unrelated indications as a form of opportunistic screening. This technology holds significant promise for early detection of systolic HF, reducing the diagnostic gap, and improving outcomes in asymptomatic HF patients.
Fecal Immunochemical Test and Multitarget Stool DNA Testing for Colorectal Cancer Screening in Real-World Practice: A Literature Review
Tiwari, Angad , Ray, Ishita , Paladiya, Ruchir, Kumar, Harendra , Sidhu, Sukhmani, Haldule, Saloni , Bharadwaj, Hareesha Rishab , Alsakarneh, Saqr, Gangwani, Manesh Kumar , Ali, Hassam, Dahiya, Dushyant Singh , Sharma, Ashish , Tiwari, Angad , Ray, Ishita , Paladiya, Ruchir , Kumar, Harendra , Sidhu, Sukhmani , Bharadwaj, Hareesha Rishab , Dahiya, Dushyant Singh , Sharma, Ashish , Alsakarneh, Saqr , Ali, Hassam

Journal of Clinical Medicine | May 29, 2026 | Volume: 15 | Issue: 11 | Pages: 4219

10.3390/jcm15114219 | PMID 42279081 Get It

Colorectal cancer (CRC) is responsible for a high cancer burden and a high number of deaths all over the world, although effective screening can make it preventable to a significant extent. Stool-based tests, such as the fecal immunochemical test (FIT) and multitarget stool DNA (mt-sDNA) testing, are gaining considerable popularity as non-invasive procedures that can be a replacement for colonoscopies for people at an average risk for colon cancer. Despite evidence from several randomized controlled trials supporting the use of these tests for colorectal cancer screening, their external validity in a real-world setting is influenced by many factors such as adherence, timely follow-up post testing, the healthcare cost burden, accessibility and the capacity of the health system. In this article, we have performed an extensive narrative literature review of research published between 2020 and 2025 comparing FIT and the mt-sDNA test with reference to diagnostic accuracy, cost-effectiveness, adherence and outcomes of implementation. We discuss the issues of sensitivity and specificity, look at post-test requirements for colonoscopy and check if there is any discrimination in healthcare. These findings suggest that FIT and mt-sDNA tests should not be considered competing technologies but rather complementary screening methods, with their overall effectiveness contingent upon appropriate patient selection and widespread system-level implementation. It is crucial to combine strategic test selection with a robust follow-up infrastructure to ensure that the entire population benefits from the CRC prevention program.
Dexrazoxane for anthracycline cardiotoxicity prevention in pediatric and AYA cancers: Systematic review and meta-analysis.
Kumar, Harendra, Deshmukh, Sameer , Hamadah, Y , Challa, Pavan, Tiwari, Angad , Sharma, Ashish

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.e24201 Get It

e24201 Background: Anthracyclines remain curative in many pediatric and adolescent/young adult (AYA) cancers but confer dose-dependent cardiotoxicity. Dexrazoxane reduces cardiac injury; however, concerns persist regarding potential impact on oncologic outcomes. Methods: We conducted a PRISMA-compliant systematic review and meta-analysis of studies comparing anthracycline therapy with versus without dexrazoxane in pediatric/AYA populations. Databases included MEDLINE, Embase, and CENTRAL. Outcomes included cardiac function (LVEF decline, clinical heart failure), event-free survival (EFS), overall survival (OS), relapse, and second malignant neoplasms (SMN). Random-effects meta-analysis pooled hazard ratios (HRs) for time-to-event outcomes and risk ratios (RRs) for binary endpoints. Results: Twelve studies with 1,384 patients were included. Dexrazoxane significantly reduced risk of clinical heart failure (RR 0.34, 95% CI 0.21–0.55) and preserved LVEF compared with controls. No significant differences were observed in EFS (HR 0.97, 95% CI 0.84–1.12), OS (HR 0.95, 95% CI 0.81–1.11), relapse (RR 1.02, 95% CI 0.87–1.19), or SMN incidence (RR 1.05, 95% CI 0.78–1.41). Benefits were consistent across cancer types, cumulative anthracycline doses, and follow-up durations. Conclusions: Dexrazoxane provides substantial cardio protection in pediatric and AYA patients receiving anthracyclines without compromising oncologic outcomes or increasing risk of SMNs. Clinical Takeaway: Routine incorporation of dexrazoxane in high-risk anthracycline regimens can prevent cardiotoxicity while maintaining curative potential.
National inpatient burden of nausea, vomiting, and dehydration during radiotherapy: A HCUP NIS analysis.
Deshmukh, Sameer , Kumar, Harendra, Hamadah, Y , Challa, Pavan, Sharma, Ashish , Tiwari, Angad

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.e24198 Get It

e24198 Background: Even when radiotherapy is delivered outpatient, treatment-related nausea, vomiting, and dehydration can precipitate hospitalization, driving cost and morbidity. National estimates of this burden are limited. Methods: We analyzed the HCUP National Inpatient Sample (NIS) for 2016–2022 to identify hospitalizations with radiotherapy encounters (Z51.0) and concurrent diagnoses of nausea, vomiting, or dehydration using ICD-10 codes. Outcomes included length of stay (LOS), total charges, ICU use proxies, in-hospital mortality, and non-home discharge. Survey-weighted national estimates were calculated, and multivariable regression assessed predictors including cancer site proxies, age, comorbidity burden, insurance status, income quartile, and hospital characteristics. Results: Across 7,842 weighted admissions, mean LOS was 4.6 days (SD 2.1), mean total charges $23,400 (SD $8,700), and ICU-level care proxies were required in 12% of admissions. In-hospital mortality was 0.9%, and 21% of patients required non-home discharge. Older age, higher comorbidity burden, lower income quartile, and rural hospital location were independently associated with longer LOS, higher charges, and greater risk of non-home discharge (p < 0.01). Admissions for gastrointestinal or head/neck malignancies had the highest rates of RINV-related hospitalization. Temporal trends showed stable rates over the 7-year period. Conclusions: Hospitalizations for RINV and dehydration during radiotherapy represent a measurable national burden with disparities by socioeconomic status, tumor site, and hospital location. Clinical Takeaway: Targeted outpatient supportive interventions, particularly for high-risk patients, may reduce hospitalization, costs, and morbidity during radiotherapy.
Pharmacologic prevention of radiotherapy-induced nausea and vomiting: Network meta-analysis including olanzapine-based regimens.
Haldule, Saloni , Kumar, Harendra, Chandani, Kanishka Uttam, Challa, Pavan, Sharma, Ashish , Tiwari, Angad

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.e24087 Get It

e24087 Background: Radiotherapy-induced nausea and vomiting (RINV) negatively impacts adherence and quality of life. Multiple antiemetic strategies exist, but comparative effectiveness and ranking across regimens remain unclear, particularly regarding olanzapine-containing combinations. Methods: We conducted a systematic review and network meta-analysis of randomized and comparative studies evaluating antiemetic prophylaxis for RINV. Databases included MEDLINE, Embase, CENTRAL, and clinical trial registries. Interventions were categorized into clinically interpretable nodes (e.g., 5-HT3 antagonist ± dexamethasone, NK1-based combinations, olanzapine-containing regimens). The primary outcome was complete response (no emesis, no rescue therapy) during acute and delayed phases. Secondary outcomes included no nausea, severity, sedation, and discontinuation. Random-effects network meta-analysis was performed with treatment ranking using SUCRA probabilities. Results: Twenty-two studies encompassing 3,145 patients were included. Olanzapine-containing regimens ranked highest for complete response during both acute (SUCRA 92%) and delayed phases (SUCRA 89%), outperforming standard 5-HT3 + dexamethasone (SUCRA 64%). NK1-based triple therapy showed intermediate efficacy (SUCRA 78%). Olanzapine regimens had modest increases in sedation (RR 1.14, 95% CI 1.01–1.29) but no significant differences in discontinuation rates. Subgroup analyses indicated consistent benefits across radiation sites, fractionation schedules, and emetogenic risk. Conclusions: Olanzapine-based antiemetic regimens provide superior prevention of RINV compared with standard therapies, with acceptable tolerability across radiotherapy settings. Clinical Takeaway: Incorporating olanzapine into prophylactic antiemetic strategies can optimize symptom control, improve patient adherence, and enhance quality of life during radiotherapy.
Platinum chemotherapy and oncolytic virotherapy as used to cooperatively sustain stem-like CD8⁺ T-cell immunity via type I interferon modulation.
Yang, Vivienne , Dong, Zhongyi , Liu, T J, 郭其森, Zhang, H Z, Ni, Bo, Bai, Long, Chen, Yiwen, Zong, Jiasheng, Xia, Xiang, Zheng, Jiaojiao, Pham, Hoang Tran , Parker, Jefferson , Morecroft, Renee, Elalfy, Aya, Ingram, Demarcus, Abdel-Hakeem, Ahmed, Ali, Muhammad, Ni, Bo , Bai, Long, Xia, Xiang, Pham, Hoang Tran, Morecroft, Renée , Elalfy, Aya, Prada, Libardo Rueda , Ali, Muhammad, Zhang, Zizhen

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.e14545 Get It

e14545 Background: Durable antitumor immunity depends on the maintenance of stem-like CD8⁺ T cells capable of sustaining long-term effector responses. Oncolytic viruses (OVs) are potent immunomodulatory agents that reshape the tumor microenvironment and augment antitumor immunity. We hypothesized that platinum-based chemotherapy alters tumor-intrinsic type I interferon (IFN-I) signaling in a manner that can be functionally restored by OV therapy, thereby promoting the generation and persistence of stem-like CD8⁺ T cells. Methods: Tumor cells treated with platinum chemotherapy were evaluated in vitro for changes in IFN-I pathway activity, OV replication, and markers of immunogenic cell death (ICD). Syngeneic mouse tumor models were used to assess antitumor efficacy and immune remodeling following combination therapy. Tumor-infiltrating lymphocytes were analyzed by single-cell RNA sequencing and multiparameter flow cytometry to define CD8⁺ T-cell states and functional programs. Guided by these preclinical findings, a clinical trial combining XELOX, PD-1 blockade, and OV therapy was initiated (ChiCTR2500107607). Results: Platinum chemotherapy significantly suppressed tumor-intrinsic IFN-I signaling, while OV therapy restored antiviral responses, enhanced viral replication, and increased ICD in vitro. In vivo, the combination strategy resulted in superior tumor control and profound remodeling of the tumor immune microenvironment. The most pronounced immunologic effect was observed within the stem-like CD8⁺ T-cell compartment. Combination therapy induced a distinct population of TCF7⁺ ISG15^high NFATC1^low AP-1^low CD8⁺ T cells, characterized by restrained activation, enhanced persistence, and reduced propensity toward terminal exhaustion. In IRF7-deficient tumors, this stem-like CD8⁺ T-cell population failed to emerge and antitumor efficacy was significantly diminished, indicating that moderate tumor-intrinsic IFN-I signaling is required for this immune state. Conclusions: Tumor-intrinsic type I interferon signaling is a critical determinant of synergy between platinum chemotherapy and oncolytic virotherapy, enabling the maintenance of durable stem-like CD8⁺ T-cell immunity. These findings establish a mechanistic rationale for combining platinum chemotherapy, oncolytic viruses, and immune checkpoint blockade and support ongoing clinical translation. Clinical trial information: ChiCTR2500107607.