Raphaela Goldbach-Mansky
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Raphaela Goldbach-Mansky has a total of 1000 co-authors. Here are the top co-authors by number of shared publications:
- Adriana Almeida de Jesus
Clinical Center, National Institutes of Health 4 Immunology Service, Department of Laboratory Medicine Bethesda, MD
18 shared publications Adriana A. de Jesus
10 shared publications- Hanna Kim
Juvenile Myositis Pathogenesis and Therapeutics Unit, National Institute of Arthritis Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland, USA
9 shared publications - Sara Alehashemi
Translational Autoinflammatory Diseases Section, Laboratory of Clinical Immunology & Microbiology (LCIM), NIAID
9 shared publications - Scott W. Canna
Children's Hospital of Philadelphia, PA, USA
9 shared publications Daniel L. Kastner
Inflammatory Disease Section, National Human Genome Research Institute, NIH, Bethesda, Maryland, USA
8 shared publications
Latest Publications
- 26 October 2026
- Published by Elsevier in Genetics in Medicine
Selection of Genetic Conditions for Multi-State Genomic Newborn Screening in BRIDGES-NBS
- 26 October 2026
- Published by Elsevier in Genetics in Medicine
Selection of Genetic Conditions for Multi-State Genomic Newborn Screening in BRIDGES-NBS
- Open Access
- 11 September 2026
- Published by Rockefeller University Press in Journal of Human Immunity
- Vol. 2 (6)
In Memoriam: Daniel L. Kastner, MD (1951–2026)
Dr. Daniel L. Kastner, former Scientific Director of the National Human Genome Research Institute (NHGRI), was a visionary physician-scientist whose discoveries transformed the understanding of innate immunity and established the modern field of autoinflammatory diseases. Early in his career, he led the International FMF Consortium in identifying mutations in the MEFV gene as the cause of familial Mediterranean fever, providing the first molecular basis for a hereditary periodic fever syndrome and fundamentally redefining the pathogenesis of inflammatory disease. He subsequently identified and characterized additional hereditary autoinflammatory disorders, developed the conceptual framework for autoinflammation, and demonstrated how the study of rare genetic diseases could reveal universal mechanisms governing human inflammation and immunity. As Chief of the Inflammatory Disease Section at the National Institute of Musculoskeletal and Skin Diseases and later at the NHGRI, he built an internationally recognized program that integrated clinical investigation, human genetics, and immunology to advance both scientific discovery and patient care. Dr. Kastner mentored generations of physician and scientists and inspired colleagues through his intellectual rigor, humility, wit, and generosity. He will be remembered as the founder of the field of autoinflammatory diseases, an extraordinary translational investigator, a dedicated mentor, and a compassionate physician whose discoveries transformed the lives of patients worldwide.
- 11 September 2026
- Published by Rockefeller University Press in Journal of Human Immunity
- Vol. 2 (6)
Open AccessIn Memoriam: Daniel L. Kastner, MD (1951–2026)
Dr. Daniel L. Kastner, former Scientific Director of the National Human Genome Research Institute (NHGRI), was a visionary physician-scientist whose discoveries transformed the understanding of innate immunity and established the modern field of autoinflammatory diseases. Early in his career, he led the International FMF Consortium in identifying mutations in the MEFV gene as the cause of familial Mediterranean fever, providing the first molecular basis for a hereditary periodic fever syndrome and fundamentally redefining the pathogenesis of inflammatory disease. He subsequently identified and characterized additional hereditary autoinflammatory disorders, developed the conceptual framework for autoinflammation, and demonstrated how the study of rare genetic diseases could reveal universal mechanisms governing human inflammation and immunity. As Chief of the Inflammatory Disease Section at the National Institute of Musculoskeletal and Skin Diseases and later at the NHGRI, he built an internationally recognized program that integrated clinical investigation, human genetics, and immunology to advance both scientific discovery and patient care. Dr. Kastner mentored generations of physician and scientists and inspired colleagues through his intellectual rigor, humility, wit, and generosity. He will be remembered as the founder of the field of autoinflammatory diseases, an extraordinary translational investigator, a dedicated mentor, and a compassionate physician whose discoveries transformed the lives of patients worldwide.
- Open Access
Novel gain-of-function mutation in dysferlin causes vesicle trafficking defect and IL-1 mediated autoinflammation
Summary: De novo mutations underlying early-onset systemic autoinflammatory diseases have identified key regulators of innate immunity, including pathways that drive IL-1-mmediated inflammation. Here we describe two unrelated girls presenting in infancy with systemic inflammation and sterile lung abscesses, who harbor the same de novo gain-of-function mutation in dysferlin ( DYSF ; p.P1449L) Myeloid expression of DYSF P1449L enhances COP-I binding, promotes dysferlin retention in the ER-Golgi, and disrupts vesicle trafficking and membrane homeostasis. Dysferlin-mutant monocytes and M2-like macrophages exhibit ectopic perinuclear NLRP3 inflammasome activation, increased IL-1β production, and inflammatory cell death. Mutant M2-like macrophages further display defects in membrane expansion, exocytosis, efferocytosis, and debris clearance, promoting neutrophil recruitment and DAMP-signal amplification that culminate in sterile abscess formation. These findings identify dysferlin as a regulator of membrane homeostasis in myeloid cells, establish defective membrane-stress adaptation as trigger of NLRP3 inflammasome activation, and define a novel IL-1 mediated autoinflammatory disease caused by gain-of-function DYSF mutations.
Open AccessNovel gain-of-function mutation in dysferlin causes vesicle trafficking defect and IL-1 mediated autoinflammation
Summary: De novo mutations underlying early-onset systemic autoinflammatory diseases have identified key regulators of innate immunity, including pathways that drive IL-1-mmediated inflammation. Here we describe two unrelated girls presenting in infancy with systemic inflammation and sterile lung abscesses, who harbor the same de novo gain-of-function mutation in dysferlin ( DYSF ; p.P1449L) Myeloid expression of DYSF P1449L enhances COP-I binding, promotes dysferlin retention in the ER-Golgi, and disrupts vesicle trafficking and membrane homeostasis. Dysferlin-mutant monocytes and M2-like macrophages exhibit ectopic perinuclear NLRP3 inflammasome activation, increased IL-1β production, and inflammatory cell death. Mutant M2-like macrophages further display defects in membrane expansion, exocytosis, efferocytosis, and debris clearance, promoting neutrophil recruitment and DAMP-signal amplification that culminate in sterile abscess formation. These findings identify dysferlin as a regulator of membrane homeostasis in myeloid cells, establish defective membrane-stress adaptation as trigger of NLRP3 inflammasome activation, and define a novel IL-1 mediated autoinflammatory disease caused by gain-of-function DYSF mutations.
- Open Access
- 4 August 2026
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 136 (19)
Proteasome mutations associated with CANDLE syndrome cause altered neuronal development by dysregulating polyamine synthesis
Loss-of-function mutations in PSMB8/β5i and other components of the 20S proteasome result in multiorgan diseases, such as Chronic atypical neutrophilic dermatosis with lipodystrophy and elevated temperature (CANDLE) syndrome. Neurocognitive dysfunction associated with CANDLE suggests that proteasomal mutations may impact neuronal function and development early in life. We generated cerebral organoids (COs) from induced pluripotent stem cells (iPSCs) made from patients with CANDLE. The COs from CANDLE iPSCs exhibited impaired neuronal development when compared with COs from healthy control iPSCs. Impaired neuronal maturation in CANDLE COs was correlated with increased polyamines, which were also elevated in CSF from patients with CANDLE. The proteasome-regulated ornithine decarboxylase (ODC), the rate limiting enzyme in polyamine biosynthesis, was elevated in CANDLE neurons. Inhibition of ODC reversed polyamine overproduction and repaired neuronal maturation in CANDLE COs, suggesting a potential therapeutic avenue for intervention. These findings demonstrate that dysfunction of the proteasome affects neuronal development through overproduction of polyamines via dysregulation of ODC and offer insight into potential therapeutic strategies for CNS-related proteasomal dysfunction.
- 4 August 2026
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 136 (19)
Open AccessProteasome mutations associated with CANDLE syndrome cause altered neuronal development by dysregulating polyamine synthesis
Loss-of-function mutations in PSMB8/β5i and other components of the 20S proteasome result in multiorgan diseases, such as Chronic atypical neutrophilic dermatosis with lipodystrophy and elevated temperature (CANDLE) syndrome. Neurocognitive dysfunction associated with CANDLE suggests that proteasomal mutations may impact neuronal function and development early in life. We generated cerebral organoids (COs) from induced pluripotent stem cells (iPSCs) made from patients with CANDLE. The COs from CANDLE iPSCs exhibited impaired neuronal development when compared with COs from healthy control iPSCs. Impaired neuronal maturation in CANDLE COs was correlated with increased polyamines, which were also elevated in CSF from patients with CANDLE. The proteasome-regulated ornithine decarboxylase (ODC), the rate limiting enzyme in polyamine biosynthesis, was elevated in CANDLE neurons. Inhibition of ODC reversed polyamine overproduction and repaired neuronal maturation in CANDLE COs, suggesting a potential therapeutic avenue for intervention. These findings demonstrate that dysfunction of the proteasome affects neuronal development through overproduction of polyamines via dysregulation of ODC and offer insight into potential therapeutic strategies for CNS-related proteasomal dysfunction.
- Open Access
STING-STAT3-SOX18 Axis Drives EndMT and Epigenetic Reprogramming in SAVI Lung Fibrosis
A high prevalence of early-onset interstitial lung disease, including pulmonary fibrosis, in pediatric patients with Stimulator of interferon genes (STING)-Associated Vasculopathy with onset in infancy (SAVI) suggests a critical role for the cGAS-STING pathway in the pathogenesis of pulmonary fibrosis. We identified an endothelial-to-mesenchymal transition (EndMT) signature in lesional lung biopsies from SAVI patients, marked by a loss of endothelial and acquisition of mesenchymal markers. Consistently, induced pluripotent stem cell-derived endothelial cells (iECs) from SAVI patients harboring gain-of-function STING1 mutations spontaneously undergo EndMT, a process rescued in isogenic-correction. In endothelial cells, STING activation induces IRF3-independent STAT3 phosphorylation, initiating a SLUG-dependent mesenchymal transcriptional program while repressing SOX18 and an epigenetically-regulated endothelial maintenance network. Our studies define a non-canonical cGAS-STING-STAT3 signaling axis that couples a mesenchymal transcriptional program with epigenetic silencing of an endothelial maintenance program, promoting TGFβ-independent STING-mediated EndMT and endothelial dysfunction, and suggesting STING as a therapeutic target for inflammatory pulmonary fibrosis.
Open AccessSTING-STAT3-SOX18 Axis Drives EndMT and Epigenetic Reprogramming in SAVI Lung Fibrosis
A high prevalence of early-onset interstitial lung disease, including pulmonary fibrosis, in pediatric patients with Stimulator of interferon genes (STING)-Associated Vasculopathy with onset in infancy (SAVI) suggests a critical role for the cGAS-STING pathway in the pathogenesis of pulmonary fibrosis. We identified an endothelial-to-mesenchymal transition (EndMT) signature in lesional lung biopsies from SAVI patients, marked by a loss of endothelial and acquisition of mesenchymal markers. Consistently, induced pluripotent stem cell-derived endothelial cells (iECs) from SAVI patients harboring gain-of-function STING1 mutations spontaneously undergo EndMT, a process rescued in isogenic-correction. In endothelial cells, STING activation induces IRF3-independent STAT3 phosphorylation, initiating a SLUG-dependent mesenchymal transcriptional program while repressing SOX18 and an epigenetically-regulated endothelial maintenance network. Our studies define a non-canonical cGAS-STING-STAT3 signaling axis that couples a mesenchymal transcriptional program with epigenetic silencing of an endothelial maintenance program, promoting TGFβ-independent STING-mediated EndMT and endothelial dysfunction, and suggesting STING as a therapeutic target for inflammatory pulmonary fibrosis.
- Open Access
- 20 November 2025
- Published by Elsevier in Annals of the Rheumatic Diseases
- Vol. 85 (4) , 715-729
A de novo dominant-negative PSMB8 mutation causes severe CANDLE/PRAAS due to arrested proteasome biogenesis
- 20 November 2025
- Published by Elsevier in Annals of the Rheumatic Diseases
- Vol. 85 (4) , 715-729
Open AccessA de novo dominant-negative PSMB8 mutation causes severe CANDLE/PRAAS due to arrested proteasome biogenesis
- Top Cited PapersOpen Access
- 15 May 2025
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 135 (10)
Clemastine fumarate accelerates accumulation of disability in progressive multiple sclerosis by enhancing pyroptosis
Multiple sclerosis (MS) is an immune-mediated demyelinating disease of the CNS. Clemastine fumarate, the over-the-counter antihistamine and muscarinic receptor blocker, has remyelinating potential in MS. A clemastine arm was added to an ongoing platform clinical trial, targeting residual activity by precision, biomarker-guided combination therapies of multiple sclerosis (TRAP-MS) (ClinicalTrials.gov NCT03109288), to identify a cerebrospinal fluid (CSF) remyelination signature and to collect safety data on clemastine in patients progressing independently of relapse activity (PIRA). The clemastine arm was stopped per protocol-defined criteria when 3 of 9 patients triggered individual safety stopping criteria. Clemastine-treated patients had significantly higher treatment-induced disability progression slopes compared with the remaining TRAP-MS participants. Quantification of approximately 7,000 proteins in CSF samples collected before and after clemastine treatment showed significant increases in purinergic signaling and pyroptosis. Mechanistic studies showed that clemastine with sublytic doses of extracellular adenosine triphosphate (ATP) activates inflammasome and induces pyroptotic cell death in macrophages. Clemastine with ATP also caused pyroptosis of induced pluripotent stem cell–derived human oligodendrocytes. Antagonist of the purinergic channel P2RX7, which is strongly expressed in oligodendrocytes and myeloid cells, blocked these toxic effects of clemastine. Finally, reanalysis of published single-nucleus RNA-Seq (snRNA-Seq) studies revealed increased P2RX7 expression and pyroptosis transcriptional signature in microglia and oligodendrocytes in the MS brain, especially in chronic active lesions. The CSF proteomic pyroptosis score was increased in untreated MS patients, was higher in patients with progressive than relapsing-remitting disease, and correlated significantly with the rates of MS progression. Collectively, this identifies pyroptosis as a likely mechanism of CNS injury underlying PIRA even outside of clemastine toxicity.
- 15 May 2025
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 135 (10)
Top Cited PapersOpen AccessClemastine fumarate accelerates accumulation of disability in progressive multiple sclerosis by enhancing pyroptosis
Multiple sclerosis (MS) is an immune-mediated demyelinating disease of the CNS. Clemastine fumarate, the over-the-counter antihistamine and muscarinic receptor blocker, has remyelinating potential in MS. A clemastine arm was added to an ongoing platform clinical trial, targeting residual activity by precision, biomarker-guided combination therapies of multiple sclerosis (TRAP-MS) (ClinicalTrials.gov NCT03109288), to identify a cerebrospinal fluid (CSF) remyelination signature and to collect safety data on clemastine in patients progressing independently of relapse activity (PIRA). The clemastine arm was stopped per protocol-defined criteria when 3 of 9 patients triggered individual safety stopping criteria. Clemastine-treated patients had significantly higher treatment-induced disability progression slopes compared with the remaining TRAP-MS participants. Quantification of approximately 7,000 proteins in CSF samples collected before and after clemastine treatment showed significant increases in purinergic signaling and pyroptosis. Mechanistic studies showed that clemastine with sublytic doses of extracellular adenosine triphosphate (ATP) activates inflammasome and induces pyroptotic cell death in macrophages. Clemastine with ATP also caused pyroptosis of induced pluripotent stem cell–derived human oligodendrocytes. Antagonist of the purinergic channel P2RX7, which is strongly expressed in oligodendrocytes and myeloid cells, blocked these toxic effects of clemastine. Finally, reanalysis of published single-nucleus RNA-Seq (snRNA-Seq) studies revealed increased P2RX7 expression and pyroptosis transcriptional signature in microglia and oligodendrocytes in the MS brain, especially in chronic active lesions. The CSF proteomic pyroptosis score was increased in untreated MS patients, was higher in patients with progressive than relapsing-remitting disease, and correlated significantly with the rates of MS progression. Collectively, this identifies pyroptosis as a likely mechanism of CNS injury underlying PIRA even outside of clemastine toxicity.
- Top Cited Papers
- 2 December 2024
- Published by Springer Nature in Nature Reviews Rheumatology
- Vol. 21 (1) , 22-45
Emerging concepts and treatments in autoinflammatory interferonopathies and monogenic systemic lupus erythematosus
Over the past two decades, the number of genetically defined autoinflammatory interferonopathies has steadily increased. Aicardi–Goutières syndrome and proteasome-associated autoinflammatory syndromes (PRAAS, also known as CANDLE) are caused by genetic defects that impair homeostatic intracellular nucleic acid and protein processing respectively. Research into these genetic defects revealed intracellular sensors that activate type I interferon production. In SAVI and COPA syndrome, genetic defects that cause chronic activation of the dinucleotide sensor stimulator of interferon genes (STING) share features of lung inflammation and fibrosis; and selected mutations that amplify interferon-α/β receptor signalling cause central nervous system manifestations resembling Aicardi–Goutières syndrome. Research into the monogenic causes of childhood-onset systemic lupus erythematosus (SLE) demonstrates the pathogenic role of autoantibodies to particle-bound extracellular nucleic acids that distinguishes monogenic SLE from the autoinflammatory interferonopathies. This Review introduces a classification for autoinflammatory interferonopathies and discusses the divergent and shared pathomechanisms of interferon production and signalling in these diseases. Early success with drugs that block type I interferon signalling, new insights into the roles of cytoplasmic DNA or RNA sensors, pathways in type I interferon production and organ-specific pathology of the autoinflammatory interferonopathies and monogenic SLE, reveal novel drug targets that could personalize treatment approaches.
- 2 December 2024
- Published by Springer Nature in Nature Reviews Rheumatology
- Vol. 21 (1) , 22-45
Top Cited PapersEmerging concepts and treatments in autoinflammatory interferonopathies and monogenic systemic lupus erythematosus
Over the past two decades, the number of genetically defined autoinflammatory interferonopathies has steadily increased. Aicardi–Goutières syndrome and proteasome-associated autoinflammatory syndromes (PRAAS, also known as CANDLE) are caused by genetic defects that impair homeostatic intracellular nucleic acid and protein processing respectively. Research into these genetic defects revealed intracellular sensors that activate type I interferon production. In SAVI and COPA syndrome, genetic defects that cause chronic activation of the dinucleotide sensor stimulator of interferon genes (STING) share features of lung inflammation and fibrosis; and selected mutations that amplify interferon-α/β receptor signalling cause central nervous system manifestations resembling Aicardi–Goutières syndrome. Research into the monogenic causes of childhood-onset systemic lupus erythematosus (SLE) demonstrates the pathogenic role of autoantibodies to particle-bound extracellular nucleic acids that distinguishes monogenic SLE from the autoinflammatory interferonopathies. This Review introduces a classification for autoinflammatory interferonopathies and discusses the divergent and shared pathomechanisms of interferon production and signalling in these diseases. Early success with drugs that block type I interferon signalling, new insights into the roles of cytoplasmic DNA or RNA sensors, pathways in type I interferon production and organ-specific pathology of the autoinflammatory interferonopathies and monogenic SLE, reveal novel drug targets that could personalize treatment approaches.
- Open Access
- 16 November 2024
- Published by Springer Nature in Nature Communications
- Vol. 15 (1) , 1-15
Autoinflammatory patients with Golgi-trapped CDC42 exhibit intracellular trafficking defects leading to STING hyperactivation and ER stress
Most autoinflammatory diseases are caused by mutations in innate immunity genes. Previously, four variants in the RHO GTPase CDC42 were discovered in patients affected by syndromes generally characterized by neonatal-onset of cytopenia and auto-inflammation, including hemophagocytic lymphohistiocytosis and rash in the most severe form (NOCARH syndrome). However, the mechanisms responsible for these phenotypes remain largely elusive. Here, we show that the recurrent p.R186C CDC42 variant, which is trapped in the Golgi apparatus, elicits a block in both anterograde and retrograde transports. Consequently, it favours STING accumulation in the Golgi in a COPI-dependent manner. This is also observed for the other Golgi-trapped p.*192 C*24 CDC42 variant, but not for the p.Y64C and p.C188Y variants that do not accumulate in the Golgi. We demonstrate that the two Golgi-trapped CDC42 variants are the only ones that exhibit overactivation of the STING pathway and the type I interferon response, and elicit endoplasmic reticulum stress. Consistent with these results, patients carrying Golgi-trapped CDC42 mutants present very high levels of circulating IFNα at the onset of their disease. In conclusion, we report further mechanistic insights on the impact of the Golgi-trapped CDC42 variants. This increase in STING activation provides a rationale for combination treatments for these severe cases.
- 16 November 2024
- Published by Springer Nature in Nature Communications
- Vol. 15 (1) , 1-15
Open AccessAutoinflammatory patients with Golgi-trapped CDC42 exhibit intracellular trafficking defects leading to STING hyperactivation and ER stress
Most autoinflammatory diseases are caused by mutations in innate immunity genes. Previously, four variants in the RHO GTPase CDC42 were discovered in patients affected by syndromes generally characterized by neonatal-onset of cytopenia and auto-inflammation, including hemophagocytic lymphohistiocytosis and rash in the most severe form (NOCARH syndrome). However, the mechanisms responsible for these phenotypes remain largely elusive. Here, we show that the recurrent p.R186C CDC42 variant, which is trapped in the Golgi apparatus, elicits a block in both anterograde and retrograde transports. Consequently, it favours STING accumulation in the Golgi in a COPI-dependent manner. This is also observed for the other Golgi-trapped p.*192 C*24 CDC42 variant, but not for the p.Y64C and p.C188Y variants that do not accumulate in the Golgi. We demonstrate that the two Golgi-trapped CDC42 variants are the only ones that exhibit overactivation of the STING pathway and the type I interferon response, and elicit endoplasmic reticulum stress. Consistent with these results, patients carrying Golgi-trapped CDC42 mutants present very high levels of circulating IFNα at the onset of their disease. In conclusion, we report further mechanistic insights on the impact of the Golgi-trapped CDC42 variants. This increase in STING activation provides a rationale for combination treatments for these severe cases.
- Open Access
- 17 June 2024
- Published by American Society for Clinical Investigation in JCI Insight
- Vol. 9 (14)
IFN-signaling gene expression as a diagnostic biomarker for monogenic interferonopathies
IFN-signaling gene (ISG) expression scores are potential markers of inflammation with significance from cancer to genetic syndromes. In Aicardi Goutières Syndrome (AGS), a disorder of abnormal DNA and RNA metabolism, this score has potential as a diagnostic biomarker, although the approach to ISG calculation has not been standardized or validated. To optimize ISG calculation and validate ISG as a diagnostic biomarker, mRNA levels of 36 type I IFN response genes were quantified from 997 samples (including 334 AGS), and samples were randomized into training and test data sets. An independent validation cohort ( n = 122) was also collected. ISGs were calculated using all potential combinations up to 6 genes. A 4-gene approach ( IFI44L , IFI27 , USP18 , IFI6 ) was the best-performing model (AUC of 0.8872 [training data set], 0.9245 [test data set]). The majority of top-performing gene combinations included IFI44L . Performance of IFI44L alone was 0.8762 (training data set) and 0.9580 (test data set) by AUC. The top approaches were able to discriminate individuals with genetic interferonopathy from control samples. This study validates the context of use for the ISG score as a diagnostic biomarker and underscores the importance of IFI44L in diagnosis of genetic interferonopathies.
- 17 June 2024
- Published by American Society for Clinical Investigation in JCI Insight
- Vol. 9 (14)
Open AccessIFN-signaling gene expression as a diagnostic biomarker for monogenic interferonopathies
IFN-signaling gene (ISG) expression scores are potential markers of inflammation with significance from cancer to genetic syndromes. In Aicardi Goutières Syndrome (AGS), a disorder of abnormal DNA and RNA metabolism, this score has potential as a diagnostic biomarker, although the approach to ISG calculation has not been standardized or validated. To optimize ISG calculation and validate ISG as a diagnostic biomarker, mRNA levels of 36 type I IFN response genes were quantified from 997 samples (including 334 AGS), and samples were randomized into training and test data sets. An independent validation cohort ( n = 122) was also collected. ISGs were calculated using all potential combinations up to 6 genes. A 4-gene approach ( IFI44L , IFI27 , USP18 , IFI6 ) was the best-performing model (AUC of 0.8872 [training data set], 0.9245 [test data set]). The majority of top-performing gene combinations included IFI44L . Performance of IFI44L alone was 0.8762 (training data set) and 0.9580 (test data set) by AUC. The top approaches were able to discriminate individuals with genetic interferonopathy from control samples. This study validates the context of use for the ISG score as a diagnostic biomarker and underscores the importance of IFI44L in diagnosis of genetic interferonopathies.