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Updated: Jun 27, 2026

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Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Baseline Lymphopenia Predicts Survival in ICI-Naïve Solid Tumor Patients Receiving Immune Checkpoint Inhibitors: A
Ahmed Ismail1, Nina Balanchivadze2, George R Simon3
1Department of Medicine, Eastern Virginia Medical School, Old Dominion University, Norfolk, VA 23507, USA.
Cancers
|June 26, 2026
Summary
Baseline lymphopenia in advanced solid tumors is linked to worse overall survival (OS) and increased healthcare use when treated with immune checkpoint inhibitors (ICIs). Lymphopenic patients had similar immune-related adverse events but higher infection risks, suggesting ALC impacts mortality and immune capacity.
Area of Science:
- Oncology
- Immunology
- Clinical Research
Background:
- Baseline lymphopenia is prevalent in advanced solid tumors.
- Its impact on immune checkpoint inhibitor (ICI) efficacy and safety requires further real-world evidence.
- Absolute lymphocyte count (ALC) may influence treatment outcomes.
Purpose of the Study:
- To assess the association between baseline ALC and clinical outcomes in adults with solid tumors receiving ICIs.
- To evaluate the impact of lymphopenia on overall survival (OS) and adverse events.
- To determine if baseline ALC can serve as a prognostic biomarker for ICI therapy.
Main Methods:
- Retrospective cohort study using TriNetX, including 10,498 ICI-naïve adult patients with solid tumors.
- Propensity score matching (1:1) to compare lymphopenic (ALC < 1.5 × 10^9/L) and non-lymphopenic groups.
- Analysis of overall survival (OS) at multiple time points and risks of healthcare utilization, immune-related adverse events (irAEs), and serious infections.
Main Results:
- Patients with baseline lymphopenia demonstrated consistently worse OS at 6, 12, and 24 months (primary endpoint).
- Lymphopenia was associated with increased healthcare utilization and a higher risk of serious infections at 6 months.
- Rates of clinically coded irAEs were similar between lymphopenic and non-lymphopenic groups, despite worse survival in the lymphopenic cohort.
Conclusions:
- Baseline lymphopenia in patients with solid tumors treated with ICIs is associated with inferior OS and increased early healthcare utilization and infection risk.
- The dissociation between survival and irAE rates suggests ALC may stratify patients by mortality risk and immune activation capacity.
- Baseline ALC is a potential biomarker for predicting ICI therapy prognosis and toxicity, warranting further investigation with competing-risk analyses and immune phenotyping.