Disease-Causing STAT3 Variants Can Be Discriminated by a Functional Flow Cytometry Test

Background Heterozygous STAT3 protein variants acting by dominant-negative (DN), gain-of-function (GOF), or haploinsufficiency (HI) mechanisms have been associated with different clinical/immunological phenotypes. However, the biological impact of STAT3 protein variants is complex to determine, and it generally requires vector generation, transfection, and multiple iterations for definition. Objective To establish a single, reliable test to functionally characterize putative disease-causing STAT3 protein variants in patient primary cells. Methods We recruited patients carrying previously published/validated STAT3-DN (n = 13), STAT3-GOF (n = 4), and STAT3-HI (n = 5) variants. We functionally evaluated the IL-10-mediated/STAT3-dependent inhibition of LPS-induced TNF-a production by peripheral blood mononuclear cell (PBMC) monocytes using flow cytometry to assess the biological impact of STAT3 protein variants. Optimization and threshold definition were performed by bootstrapping and k-fold cross-validation of the receiver operating characteristic (ROC)-area under the curve (AUC). Results The inhibition ratio of TNF-a production was significantly diminished in STAT3-DN (−3.44-fold, p < 0.0001) and STAT3-HI patient samples (−2.28-fold, p < 0.0001), while significantly augmented in STAT3-GOF patient samples (+1.47-fold, p = 0.002) when compared to healthy controls (HC, n = 16). Optimization of the combinations of IL-10 concentrations discriminated between HC from STAT3-DN (ROC-AUC = 1) and STAT3-GOF (ROC-AUC = 0.89). Further test optimization allowed discrimination of STAT3-HI variants when compared to HC (ROC-AUC = 1) and to STAT3-DN (ROC-AUC = 0.92). Conclusion Determination of the IL-10-mediated, STAT3-dependent TNF-α inhibition after LPS stimulation ratio in PBMC monocytes using flow cytometry is a sensitive and specific method to functionally assess and discriminate STAT3-DN, -GOF, and -HI variants. This test can be used in research and clinical laboratory settings.

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Journal
Journal of Human Immunity
Published
2026-05-01
DOI
https://doi.org/10.70962/cis2026abstract.208
Primary Topic
Immunodeficiency and Autoimmune Disorders
Type
article
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article

Disease-Causing STAT3 Variants Can Be Discriminated by a Functional Flow Cytometry Test

Lisa Forbes Satter, Kristen McDaniels, Joseph Pechacek, M Oleastro et al.
Journal of Human Immunity
Immunodeficiency and Autoimmune Disorders
article

Disease-Causing STAT3 Variants Can Be Discriminated by a Functional Flow Cytometry Test

Lisa Forbes Satter, Kristen McDaniels, Joseph Pechacek, M Oleastro, Luis Ignacio González‐Granado, Carolina Bouso, Jenna Bergerson, Hyesun Kuehn, M H Cooper, Amy Hsu, Taura Webb, Tiphanie P. Vogel, Thomas A. Fleisher, Ana Esteve-Sole, Silvia Denielian, Alexandra F. Freeman, Steven M. Holland, Michail S. Lionakis, Sergio D. Rosenzweig
article en

Abstract

Background Heterozygous STAT3 protein variants acting by dominant-negative (DN), gain-of-function (GOF), or haploinsufficiency (HI) mechanisms have been associated with different clinical/immunological phenotypes. However, the biological impact of STAT3 protein variants is complex to determine, and it generally requires vector generation, transfection, and multiple iterations for definition. Objective To establish a single, reliable test to functionally characterize putative disease-causing STAT3 protein variants in patient primary cells. Methods We recruited patients carrying previously published/validated STAT3-DN (n = 13), STAT3-GOF (n = 4), and STAT3-HI (n = 5) variants. We functionally evaluated the IL-10-mediated/STAT3-dependent inhibition of LPS-induced TNF-a production by peripheral blood mononuclear cell (PBMC) monocytes using flow cytometry to assess the biological impact of STAT3 protein variants. Optimization and threshold definition were performed by bootstrapping and k-fold cross-validation of the receiver operating characteristic (ROC)-area under the curve (AUC). Results The inhibition ratio of TNF-a production was significantly diminished in STAT3-DN (−3.44-fold, p < 0.0001) and STAT3-HI patient samples (−2.28-fold, p < 0.0001), while significantly augmented in STAT3-GOF patient samples (+1.47-fold, p = 0.002) when compared to healthy controls (HC, n = 16). Optimization of the combinations of IL-10 concentrations discriminated between HC from STAT3-DN (ROC-AUC = 1) and STAT3-GOF (ROC-AUC = 0.89). Further test optimization allowed discrimination of STAT3-HI variants when compared to HC (ROC-AUC = 1) and to STAT3-DN (ROC-AUC = 0.92). Conclusion Determination of the IL-10-mediated, STAT3-dependent TNF-α inhibition after LPS stimulation ratio in PBMC monocytes using flow cytometry is a sensitive and specific method to functionally assess and discriminate STAT3-DN, -GOF, and -HI variants. This test can be used in research and clinical laboratory settings.

Journal of Human ImmunityVol. 2(CIS2026)
Washington University in St. Louis (US), Garrahan Hospital (AR), Research Institute Hospital 12 de Octubre (ES), National Institute of Allergy and Infectious Diseases (US), Texas Children's Hospital (US), National Institutes of Health Clinical Center (US)
Reduced inequalities
Openalex Percentile: Top 11%
Immunodeficiency and Autoimmune Disorders
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