# Plasma-induced signatures as a measure disease heterogeneity and immunomodulation in T1D clinical trials > **NIH NIH R01** · MEDICAL COLLEGE OF WISCONSIN · 2022 · $527,385 ## Abstract PROJECT SUMMARY/ABSTRACT A better understanding of Type 1 diabetes (T1D) pathogenesis has enabled development of immunomodulatory strategies aimed at inducing clinical remission. While much has been learned, the positive effects observed in these trials have generally been of limited duration and patient responses have been mixed. It has been suggested that this outcome has stemmed from an incomplete understanding of the complexity and heterogeneity of T1D pathogenesis. New measures of immune activity are needed to define patient heterogeneity and identify mechanisms that could enable selection of targeted, personalized therapies; monitor changes in the immune state associated with responses to treatment, and serve as surrogate outcomes to shorten the duration of clinical trials. To fill this gap we have employed an array-based bioassay, where subject serum/plasma is used to induce transcriptional responses in a well-controlled peripheral blood mononuclear cell population. We find that pre and new onset T1D plasma induces a disease-specific, partially interleukin (IL)-1 dependent signature relative to related and unrelated healthy controls. We have used this approach to study participants of the IL- 1 antagonism trials and the TrialNet CTLA4-Ig trial. Our analyses revealed that varying levels of the anticipated immunomodulation was achieved with these immunotherapies. Notably, plasma induced transcription defined T1D subgroups, where those with the highest inflammatory bias prior to treatment, experienced the greatest post-onset decline in stimulated C-peptide area under the curve and the greatest therapeutic response. Overall, our data support the hypothesis that heterogeneity in inflammatory and regulatory activity at clinical onset can be used to stratify T1D patients into subgroups that differ in disease progression rate and responsiveness to immune intervention. We propose the following Specific Aims: Aim 1: To test the hypothesis that plasma induced signatures measured at baseline define ROT1D subgroups that predict the rate of post-onset C-peptide decline and therapeutic responsiveness. Aim 2: To test the hypothesis that T1D subgroups defined by plasma induced transcription exhibit distinct immunological phenotypes. ## Key facts - **NIH application ID:** 10320064 - **Project number:** 5R01DK121528-03 - **Recipient organization:** MEDICAL COLLEGE OF WISCONSIN - **Principal Investigator:** Martin J Hessner - **Activity code:** R01 (R01, R21, SBIR, etc.) - **Funding institute:** NIH - **Fiscal year:** 2022 - **Award amount:** $527,385 - **Award type:** 5 - **Project period:** 2020-03-01 → 2023-12-31 ## Primary source NIH RePORTER: https://reporter.nih.gov/project-details/10320064 ## Citation > US National Institutes of Health, RePORTER application 10320064, Plasma-induced signatures as a measure disease heterogeneity and immunomodulation in T1D clinical trials (5R01DK121528-03). Retrieved via AI Analytics 2026-05-23 from https://api.ai-analytics.org/grant/nih/10320064. Licensed CC0. --- *[NIH grants dataset](/datasets/nih-grants) · CC0 1.0*