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Introduction: In Cohorts 1+2 of the ZUMA-1 Phase 1/2 study of axi-cel in R/R LBCL, 11% and 31% of patients (pts) experienced Grade ≥3 cytokine release syndrome (CRS) or neurologic evenets), respectively. To minimize the toxicities seen with axi-cel, a safety management cohort, Cohort 6 (N=40), was added to evaluate whether prophylactic (ppx) corticosteroids (CS) could decrease grade ≥ 3 CRS or ICANS. The 2-year update of ZUMA-1 Cohort 6 showed no grade ≥3 CRS and 15% grade ≥3 ICANS without any difference in objective response rate (ORR) or complete response rate (CR) when compared to cohorts 1+2 (Oluwole Blood 2022). The FDA had previously approved an update to the prescribing information for axi-cel to include use of ppx CS across all approved indications in January 2022. However, ppx CS is not a mandatory standard treatment and we sought to establish the clinical outcomes in the real-world practice. Methods: To assess the clinical outcomes of pts receiving ppx CS, we conducted a multicenter retrospective analysis of pts with R/R LBCL who were treated with axi-cel since the FDA approval of ppx CS in January 2022. Baseline characteristics, toxicities, and efficacy were compared between the no ppx and ppx CS groups. CRS and ICANS were graded based on ASTCT 2019 guidelines. Event-free survival (EFS) was defined as time from axi-cel infusion to progression, re-treatment, or death. Overall survival (OS) was defined as time from axi-cel infusion to death due to any cause. Results: A total of 66 pts at 5 centers received axi-cel between Jan 31, 2022, and June 20, 2023. Thirty-five (52%) pts received ppx CS, with a median age of 63 years (26-85 years). By histology, 75% (n=50) of the pts had DLBCL, 13.6% (n=9) had high grade B-cell lymphoma (HGBL), 9.1% (n=6) had transformed follicular lymphoma (TFL) and 1.5% (n=1) primary mediastinal LBCL (PMBCL). 59% of the pts (n=37) had IPI >2 and 66% (n=43) had stage III/IV disease. The baseline characteristics at the time of apheresis are shown in Table 1 and were comparable between the 2 groups, except for more HGBL, fewer prior lines of therapy and longer median time from apheresis to axi-cel infusion in the ppx CS group. Among the entire cohort, only 37% (n=25) met ZUMA-1 eligibility criteria at the time of lymphodepletion, and 67% (n=44) needed bridging therapy. Any grade CRS occurred in 88% (n=58) of the pts, with grade ≥2 CRS in 38% (n=25). Any grade ICANS occurred in 55% (n=37) of the pts, with grade ≥2 ICANS in 41% (n=27). Any grade ICANS was significantly lower in the ppx CS group than the no ppx group (45.7% vs 65.5%). The rates of any grade CRS, grade ≥2 CRS, grade ≥2 ICANS, the median time to CRS onset, ICANS onset, CRS duration, and ICANS duration were comparable between the 2 groups. Tocilizumab and steroids use was similar between two groups with a trend towards less ICU admission in patients in the ppx CS group. Overall, 14 (21%) pts developed infectious complications within 30 days of axi-cel infusion. The day 30 ORR was 84% and was comparable between the 2 groups (77% in the ppx group vs 93% in the no ppx group). The CR was 45.7% in ppx CS group compared to 65.5% in no ppx group. At a median follow up of 219 days (27-1178), 37 (56.1%) pts had progressed and 25 (37.9%) pts had died. The number of days to progress was significantly lower in the ppx CS arm. The median EFS and OS were not significant between the 2 groups. Conclusions: This multicenter retrospective study showed that the efficacy of treatment with axi-cel in R/R LBCL did not decrease with the use of ppx CS. No significant differences in efficacy or CAR-T-associated toxicities were noted in the 2 groups, potentially due to selective use with patients at presumed higher risk of severe CRS and ICANS. A larger dataset and longer follow-up is needed for risk-stratified analysis and the study is ongoing.

Introduction: Allogeneic hematopoietic cell transplantation (HCT) remains the only therapy for long-term disease control for many high-risk hematologic malignancies (HM). HCT use in older HM patients (pts) continues to increase. However, concerns of excessive transplant-related morbidity and non-relapse mortality (NRM) limit referrals and broader application of curative intent HCT. The HCT-comorbidity index (HCT-CI) was initially developed to improve risk-stratification of NRM. More recently, geriatric assessment (GA) and biomarkers have emerged as promising additional tools that may refine estimates of these risks. We hypothesized that a combination of health assessments by GA and biomarkers would constitute a robust and valid model, CHARM, for accurate personalized estimation of one-year (1-yr) NRM. Here, we report the results of the largest, first of its kind, prospective study of older recipients of HCT through the Blood and Marrow Transplant Clinical Trials Network (BMT CTN) 1704 study (NCT03992352). Patients and Methods: Adults aged ≥60 years (yrs) with HM institutionally eligible for HCT were enrolled (n=1226) from 49 centers in the US between 2019 - 2021. Within 21 days of conditioning, 13 prospectively identified older pt.-specific health variables, informed from prior studies, were collected: age, HCT-CI, % of weight loss over the past yr, pt reported Karnofsky performance status, PROMIS physical function scale, instrumental activities of daily living (IADL), number of falls, PROMIS depression scale, number of prescribed medications, 4-meter walk speed, cognition by the Montreal Cognitive Assessment (MoCA), C-reactive protein (CRP) and albumin. The CHARM score to predict NRM within 1 yr was built using a multivariable (MVA) Fine-Gray model, with multiple imputation to handle modest missingness in covariates and grouped penalized variable selection using SCAD to identify variables to retain in the model. Final variables were used as continuous. The model further considered adjustment for conditioning intensity, CMV serostatus, and donor type. Area under the ROC curve (AUC) was calculated to validate the CHARM and compare to HCT-CI alone, with bootstrap sampling to correct for optimism in the within-sample AUC. MVA of overall survival (OS) within 1 yr used the CHARM score and adjusted for other significant variables derived from stepwise regression. Results: The primary analysis included 1105 pts who were confirmed eligible and proceeded to transplant. Median age was 67 (range 60-82) and 32% were ≥ 70 yrs. AML (45%) and MDS (30%) were the most common indications and matched donors the most frequent donor type at 72%. Reduced intensity conditioning with fludarabine (flu)-melphalan (38%) and flu-busulfan (20%) were the most common regimens. Baseline geriatric vulnerabilities among evaluable pts were frequent including slow walk speed (<0.8 meter/second) in 22%, any IADL limitation in 37%, and cognitive impairment (MoCA < 23) in 12%. 1-yr NRM was lower than expected at 14.4% with 1-yr OS of 72%. In the MVA model, albumin, CRP, HCT-CI, and weight loss were independently associated with NRM (Table) and comprised the CHARM. Of note, increasing age did not significantly affect NRM. The CHARM had within sample and bootstrap corrected AUC of 0.641 and 0.607 whereas the HCT-CI alone achieved corresponding AUC values of 0.601 and 0.598. NRM by tertiles is shown in Figure. Each point increase in the CHARM (median -2.2504, range -3.6327 to 0.1381), was associated with a hazard ratio (HR) of 2.83 (95% CI 2.12 - 3.78, p < 0.0001) for NRM. The CHARM also predicted overall mortality within 1-yr with a HR of 2.04 (1.65- 2.53, p <0.0001) per one point increase, independent of the disease risk index, which had a HR of 1.5 (95% CI 1.12 - 1.99, p =0.0059) for high/very high vs low/intermediate categories. Conclusions: We report on the first prospectively established tool, CHARM, to risk-stratify older adult HCT comprised of simple and readily available parameters in transplant and oncology clinics. Adopting CHARM in practice may promote HCT referrals and access for older pts, given low risks of NRM among CHARM lower 2/3 rd tertiles. Identifying high-risk CHARM pts pre-HCT will promote developing novel strategies to reduce NRM. Further analysis of the impacts of the 13 health assessment variables on geriatric morbidity such as disability trajectories is in-process.

Abstract Background Hospitalized patients are frequently discharged to a skilled nursing facility (SNF) for parenteral antibiotic therapy (PAT). While there are studies describing the healthcare utilization and outcomes of individuals receiving post-hospital PAT in non-institutional settings, characterization of the PAT experience among SNF patients remains limited. To address this gap in knowledge, we conducted a retrospective cohort study of hospitalized patients discharged to a SNF on antimicrobial therapy. Methods Health records of patients (age ≥18 years) hospitalized in a single hospital who were discharged on systemic antibiotics to a SNF from 1/1/2016 - 12/31/2018 were reviewed. Subjects who received an inpatient ID consultation and were discharged on PAT were included. Information captured included patient demographics, diagnoses, discharge antibiotic regimen and timing, post-discharge encounters, 90-day hospital readmissions, and losses to follow-up. This study was approved by the Institutional Review Board with a waiver for informed consent. Results 155 patients meeting the inclusion criteria were identified. Post-discharge follow-up with the ID Service was not recommended for 19 patients (12.3%). Patients who followed-up post-discharge had a total of 264 sub-specialty provider (mean: 2.8/patient; range: 0-13) and 170 ID provider (mean: 1.7/patient; range: 0-5) face-to-face encounters within 90 days of discharge. Average time to ID clinic follow-up was 3.2 weeks (range: 1-6 weeks). ID clinic nursing staff conducted 1373 telephone encounters (mean: 13.9/patient; range, 3-40) with SNF nursing staff within 90 days of discharge. The 90-day hospital readmission rate was 37% (36/101 patients) and 47% of readmissions were ID-related. The 90-day mortality rate was 9%; 2 patients died before and 7 after outpatient follow-up was established. Conclusion ID clinic follow-up of patients discharged to a SNF on PAT was infrequent, but their care entailed a higher volume of telephone care coordination, and they experienced higher readmission rates relative to patients receiving PAT in ambulatory settings. Further studies to better understand if these findings are driven by patient factors or issues related to SNF care practices are needed. Disclosures All Authors: No reported disclosures

Objective Preeclampsia (PE) is a hypertensive pregnancy disorder that represents a sex‐specific risk factor for future cardiovascular disease in affected women. This study evaluated the associations of a history of PE, conventional cardiovascular risk factors and vascular activation (defined by activation of blood elements and blood‐borne microvesicles (MV)) with carotid intima‐media thickness (CIMT) in menopausal women. Methods Caucasian women residents of Olmsted County, MN who delivered between 1976 and 1982 were identified from review of their medical records and matched for parity and age at index birth: 40 with a history of preeclampsia (PE) and 40 with a history of normotensive pregnancy (NP). Blood clinical chemistries and 38 measures of intravascular activation including differential cell counts, platelet aggregation and secretion, cell‐cell interactions, and blood‐borne MV were measured in venous blood. CIMT was measured by B‐mode ultrasound. The study was approved by the IRB at Mayo Clinic and all women gave written informed consent. Results Women averaged 60 years of age at the time of testing. CIMT was greater in the PE [0.80 mm (0.75, 0.85); median (25th, 75th percentile)] compared to the NP [0.73 mm (0.70, 0.78)] group (P=0.004). Body mass index, waist circumference, fasting insulin, high‐sensitive C‐reactive protein and present day hypertension were greater in the PE group. After adjusting for potential confounding factors, the odds of having a higher CIMT value was more than 3‐fold higher for women with a history of PE [OR 3.46 (1.38, 8.68); P=0.008]. Principal components (PC) analysis identified 7 components that accounted for 63% of the variability in measures of intravascular activation. The global test for association of intravascular activation with CIMT (P=0.009) was only significant among women with a history of NP. PC#4, which conveyed measures of whole blood platelet aggregation and platelet interactions with granulocytes and monocytes, positively associated with CIMT in the overall group after adjustment for PE status (partial ρ=0.290; P=0.009). PC#6, consisting of measures of platelet activation with platelet count and interactions between monocytes and the vascular endothelium, also showed a significant interaction with pregnancy history (P=0.014). Conclusion A history of preeclampsia accompanied by metabolic and pro‐coagulant/‐inflammatory intravascular cellular activation contributes to progression of CIMT in menopausal women. Support or Funding Information This work was funded by grants from the NIH AG44170, AG034676, UL1 TR000135 and the Mayo Foundation.

Abstract Background/Introduction Hypertension (HTN) and metabolic syndrome (MetS) are both leading risk factors for major cardiovascular diseases, which frequently coexist as a complicated cardiometabolic disorder. The cardiac hormone atrial natriuretic peptide (ANP) plays a key role in both blood pressure and metabolic regulation through activation of the guanylyl cyclase-A receptor (GC-A) and the second messenger 3’,5’ cyclic guanosine monophosphate (cGMP). Indeed, ANP decreases blood pressure, induces lipolysis by increasing plasma levels of non-esterified fatty acids (NEFA) and improves insulin-sensitivity. MANP is a new Mayo Clinic designed natriuretic peptide consisting of the native ANP with a 12-amino-acid C-terminus extension and its biological actions are mediated by the GC-A/cGMP pathway. MANP is less susceptible to neprilysin degradation and exert more sustained cGMP dependent biological actions than ANP. Purpose In a proof-of-principle human study, for the first time we aimed to determine the cardiovascular and metabolic properties of MANP, a novel ANP analog, in the clinical setting of HTN with MetS. Methods We conducted a double-blind, placebo-controlled trial in 22 patients (17 receiving MANP) with HTN and MetS involving single subcutaneous injection of MANP (2.5 µg/kg) or placebo (NCT03781739). Blood pressure (BP) and circulating cGMP were monitored for 24 hours post treatment. Circulating metabolic parameters including insulin, glucose, non-esterified fatty acids (NEFA) and insulin resistance (HOMA-IR) and insulin sensitivity (HOMA-IS) indexes were assessed for the first 4 hours post treatment. Results Compared to baseline, MANP increased plasma cGMP at 30 minutes (delta: 4.8 ± 2.0 pmol/mL, P = 0.02) and 1 hour (delta: 2.9 ± 1.3 pmol/mL, P = 0.03) post injection. At 6 hours, systolic BP decreased by 5.7 ± 2.9 mmHg (P = 0.06) in the MANP group, whereas no reduction in BP was observed in placebo group. Among the 17 subjects receiving MANP, lower baseline cGMP levels were associated with greater mean reductions in systolic BP (ρ = 0.66, P = 0.005). After MANP injection, glucose levels decreased at 2 (delta: -4.7 ± 2.1 mg/mL, P = 0.04) and 4 hours (delta: -13.1 ± 3.9 mg/mL, P = 0.003) compared to baseline while insulin levels remained stable. During the first 4 hours post injection, we also observed a trend of increase in insulin sensitivity index (HOMA2-IS) and decrease in insulin resistance index (HOMA2-IR) with MANP, both were opposite to the trends in placebo. At 1 hour post MANP administration, NEFA increased by 108.2 ± 37.4 µM compared to baseline (P = 0.01). Conclusion(s) Our findings support the favorable cardiovascular and metabolic actions of MANP as a potential therapeutic strategy for HTN with MetS.

AbstractBackgroundDiarrhea and rectal urgency are risk factors for fecal incontinence (FI). The effectiveness of bowel modifiers for improving FI is unclear.MethodsIn this double‐blind, parallel‐group, randomized trial, women with urge FI were randomly assigned in a 1:1 ratio to a combination of oral clonidine (0.1 mg twice daily) with colesevelam (1875 mg twice daily) or two inert tablets for 4 weeks. The primary outcome was a ≥50% decrease in number of weekly FI episodes.Key ResultsFifty‐six participants were randomly assigned to clonidine–colesevelam (n = 24) or placebo (n = 32); 51 (91%) completed 4 weeks of treatment. At baseline, participants had a mean (SD) of 7.5 (8.2) FI episodes weekly. The primary outcome was met for 13 of 24 participants (54%) treated with clonidine–colesevelam versus 17 of 32 (53%) treated with placebo (p = 0.85). The Bristol stool form score decreased significantly, reflecting more formed stools with clonidine–colesevelam treatment (mean [SD], 4.5 [1.5] to 3.2 [1.5]; p = 0.02) but not with placebo (4.2 [1.9] to 4.1 [1.9]; p = 0.47). The proportion of FI episodes for semiformed stools decreased significantly from a mean (SD) of 76% (8%) to 61% (10%) in the clonidine–colesevelam group (p = 0.007) but not the placebo group (61% [8%] to 67% [8%]; p = 0.76). However, these treatment effects did not differ significantly between groups. Overall, clonidine–colesevelam was well tolerated.Conclusions and InferencesCompared with placebo, clonidine–colesevelam did not significantly improve FI despite being associated with more formed stools and fewer FI episodes for semiformed stools.

370 Background: Mounting evidence suggests tailored preparation targeting geriatric vulnerabilities can improve functional outcomes after major surgery in older adults. Although many surgeons express interest in surgical optimization of older patients, few practices have the time or expertise to deliver geriatric prehabilitation before surgery. This study investigated the effectiveness of OPTI-Surg, a frailty prehabilitation toolkit, for improving surgical outcomes. In this abstract, we report adherence to the OPTI-Surg toolkit in the intervention arm. Methods: Thoracic (T), gastrointestinal (GI), and urologic (GU) oncological surgery practices affiliated with NCI’s Community Oncology Research Program (NCORP) were randomized 1:1:1, stratified by practice type, to usual care (control), OPTI-Surg toolkit, or OPTI-Surg with an implementation coach. The toolkit was implemented at the practice level and consisted of the 12-item Edmonton Frail Scale (EFS) and guided recommendations for interventions including referrals directed at identified vulnerabilities. Eligible patients were ≥70 years old and undergoing curative intent surgery for T, Gl, or GU cancers. Results: From July 2019 to October 2021, 155 patients were enrolled in the OPTI-Surg intervention arm. The EFS was administered to 153 (98.7%) of the enrolled patients, 143 of whom went on to have surgery. Overall, 134 (93.7%) surgical patients had at least one deficit identified on the EFS assessment and 55 (41.0%) of these patients received a recommended referral intended to optimize surgical outcomes. Among the 55 patients who received referrals, 44 (80.0%) followed through on the referral. Individual deficit rates were highest for medication use, general health status, and functional performance, and referrals were most frequently made for deficits in continence and functional independence (Table). Conclusions: In the OPTI-Surg geriatric surgical optimization trial, implementation of the frailty screening with the EFS assessment was successful. Rates of recommended referrals for patients with identified deficits, however, were low. When referred, most patients followed through for targeted prehabilitation. Clinical trial information: NCT03857620 .[Table: see text]

314 Background: In a recent trial, we observed no statistically significant increase in engagement after a web-based decision aid (DA) was delivered to breast cancer patients prior to a surgical consult. However, a minority of the intervention group (44%) reviewed the DA. The objective is to assess the effect of the DA on engagement for the cohort of patients who reviewed it. Methods: A stepped wedge trial was conducted with 10 NCI Community Oncology Research Program clinics that care for a high proportion of socioeconomically disadvantaged patients (6/2019-12/2021). Clinics were randomized to time of transition from usual care (UC) to delivery of a DA. Patients with stage 0-3 breast cancer eligible for surgery provided consent prior to a surgical consult. Engagement was measured from audio-recorded surgical consults (Active Patient Behaviors, Street protocol). For this analysis, we identified a cohort of treatment compliant (TC) patients who reviewed the DA. Intervention effects comparing TC and UC groups were tested with linear mixed-effects models, accounting for time, enrollment post-COVID, and patient age, race, education, and socioeconomic disadvantage (assessed with Area Deprivation Index and dichotomized). Exploratory models were generated using Active Patient Behavior subcomponents (asking questions, assertive responses, expressions of concern) as the outcome. Results: The cohort includes 407 patients (UC 264; TC 143). TC patients were more likely to be white (TC 73%, UC 64%, p=0.03), have a college degree (TC 65%, UC 55%, p=0.05), and not be disadvantaged (TC 89%, UC 72%, p=0.001). TC was associated with increased engagement (8.2 [0.08, 16.2], p=0.048, Table). A college degree was associated with higher, while black race and socioeconomic disadvantage lower, engagement. On exploratory analyses, TC had a stronger association with higher levels of assertive responses (2.9 [-0.3, 6.1], p=0.07) compared with asking questions (5.2 [-1.4, 11.9], p=0.12) or expressions of concern (0.08 [-0.60, 0.76], p=0.82). Conclusions: We observed increased engagement in breast cancer patients who reviewed a DA prior to a surgical consult. However, we also observed differences based on race, education, and socioeconomic disadvantage. Further research will identify adjunct interventions to combine with the DA to improve cancer care delivery for diverse populations. Support: UG1 CA189823; AHRQ R01HS025194; https://acknowledgments.alliancefound.org. Clinical trial information: NCT03766009 .[Table: see text]

BACKGROUND: In 2018, a set of entrustable professional activities (EPAs) and procedural skills assessments were developed for anesthesiology training, but they did not assess all the Accreditation Council for Graduate Medical Education (ACGME) milestones. The aims of this study were to (1) remap the 2018 EPA and procedural skills assessments to the revised ACGME Anesthesiology Milestones 2.0, (2) develop new assessments that combined with the original assessments to create a system of assessment that addresses all level 1 to 4 milestones, and (3) provide evidence for the validity of the assessments. METHODS: Using a modified Delphi process, a panel of anesthesiology education experts remapped the original assessments developed in 2018 to the Anesthesiology Milestones 2.0 and developed new assessments to create a system that assessed all level 1 through 4 milestones. Following a 24-month pilot at 7 institutions, the number of EPA and procedural skill assessments and mean scores were computed at the end of the academic year. Milestone achievement and subcompetency data for assessments from a single institution were compared to scores assigned by the institution’s clinical competency committee (CCC). RESULTS: New assessment development, 2 months of testing and feedback, and revisions resulted in 5 new EPAs, 11 nontechnical skills assessments (NTSAs), and 6 objective structured clinical examinations (OSCEs). Combined with the original 20 EPAs and procedural skills assessments, the new system of assessment addresses 99% of level 1 to 4 Anesthesiology Milestones 2.0. During the 24-month pilot, aggregate mean EPA and procedural skill scores significantly increased with year in training. System subcompetency scores correlated significantly with 15 of 23 (65.2%) corresponding CCC scores at a single institution, but 8 correlations (36.4%) were <30.0, illustrating poor correlation. CONCLUSIONS: A panel of experts developed a set of EPAs, procedural skill assessment, NTSAs, and OSCEs to form a programmatic system of assessment for anesthesiology residency training in the United States. The method used to develop and pilot test the assessments, the progression of assessment scores with time in training, and the correlation of assessment scores with CCC scoring of milestone achievement provide evidence for the validity of the assessments.

Abstract Background Tuberculosis (TB) is an infectious disease that induces a complex response from the host immune system. Most carriers of the bacteria experience the asymptomatic, non-infectious phase, latent tuberculosis infection (LTBI), but have the potential to reactivate to active, contagious TB infection. Current diagnostics for TB are not sufficient for LTBI and are focused on using one biomarker, interferon-gamma (IFN-g). To build better diagnostics for the complex disease, multi-biomarker approaches to profile the immune system, coupled with machine learning algorithms, are necessary to diagnose LTBI and determine patients' risks of reactivation to active TB. We aim to use a multiplexed silicon photonic microring resonator sensing platform to profile thirteen biomarkers in patients with LTBI infection and use machine learning data analysis to identify biomarkers relevant for diagnosing LTBI and predicting reactivation risk. Methods We employed microring resonators coupled with a sandwich-style detection format to simultaneously detect thirteen cytokines and chemokines in plasma in under 40 minutes. Chip-integrated silicon photonic microrings are small in size and easily multiplexed with up to sixteen different capture agents. Biomolecular binding events are measured by monitoring the resonant wavelength within the sensing cavity, which shifts as binding events occur. Quantitation of each biomarker is possible with calibration curves that correlate standard protein concentrations to wavelength shifts. The multiplexed assay has been optimized for each individual biomarker, tested for cross-reactivity, and calibrated in the plasma matrix of interest. The LODs vary, depending on biomarker and matrix dilution, but range from 4.9 pg/mL to 691 pg/mL. The patient plasma samples are left over from the TB screening IFN-g release assay, QuantiFERON-TB Gold Plus (QFT), putting this method within the current clinical workflow. We use precision normalization approaches from the four QFT stimulations to account for immunologic differences among the subjects. The biomarker concentrations are evaluated using a random forest machine learning model to identify which biomarkers are important for identifying patients with LTBI and predicting their reactivation risk. Results We used this sensor method to profile 42 patients, 24 LTBI negative controls and 18 LTBI positive controls, with 13 being considered at high risk of reactivation. Using a precision normalization approach, a combination of nine normalized conditions using five of the thirteen biomarkers (CCL4, CCL8, IP-10, IL-2, IL-17) discriminated between LTBI positive and negative subjects with a ROC AUC of 0.90. Additionally, eight normalized conditions using four of the same biomarkers discriminated between high and low-risk subjects with an AUC of 0.83. Currently, we have expanded the sample cohort to include an additional 72 subjects, 25 LTBI positive and 47 LTBI negative. Preliminary analysis shows CCL8, IL-2, and IP-10 alone are able to distinguish between LTBI status (P values &lt;0.01) using raw target concentrations prior to precision normalization. Conclusion Overall, we show the importance of multi-biomarker approaches to develop diagnostic and prognostic tools for a complex disease, such as TB. Further work to use the initial machine learning algorithm with the expanded cohort to validate biomarker importance is underway.