Leslie J Crofford’s research while affiliated with Vanderbilt University and other places

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Publications (421)


Figure 2 Radar chart comparing the three phenotypic clusters of PsA in the PARC cohort (n=627). Panels A, B and C show a comparison of the mean values of the continuous variables across clusters 1, 2, and 3, respectively. Panels D, E and F show a comparison of the per cent prevalence of the categorical variables across clusters 1, 2, and 3, respectively. Note: the variables are not standardised for better interpretability and hence on different scales plotted from 0 (lowest at the centre) to maximum value for the variable (highest at the outside). Maximum value for the different variables is as follows: BMI 40, TJC 68, SJC 66, BSA 20, Enthesitis count 8 (Leeds enthesitis index+proximal plantar fascia), Dactylitis count 20, Pt pain 10, Pt global 10 and Pt fatigue 10. Extremity refers to PsO at upper and lower extremities. BMI, body mass index; BSA, body surface area; CRP, C reactive protein; PARC, PsA Research Consortium; PsA, psoriatic arthritis; PsO, psoriasis only; pt, patient; SJC, swollen joint count; TJC, tender joint count.
Figure 3 Transition of patients across the first three visits in the cohort showing stability of the clusters.
Psoriatic arthritis phenotype clusters and their association with treatment response: a real-world longitudinal cohort study from the psoriatic arthritis research consortium
  • Article
  • Full-text available

November 2024

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19 Reads

Annals of the Rheumatic Diseases

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Leslie J Crofford

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Daniel W Byrne

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[...]

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Alexis Ogdie

Objectives To identify phenotype clusters and their trajectories in psoriatic arthritis (PsA) and examine the association of the clusters with treatment response in a real-world setting. Methods In the multicentre PsA Research Consortium (PARC) study, we applied factor analysis of mixed data to reduce dimensionality and collinearity, followed by hierarchical clustering on principal components. We then evaluated the transition of PsA clusters and their response to new immunomodulatory therapy and tumour necrosis factor inhibitor (TNFi). Results Among 627 patients with PsA, three clusters were identified: mild PsA and psoriasis only (PsO) (Cluster 1, 47.4%), severe PsA and mild PsO (Cluster 2, 34.3%) and severe PsA and severe PsO (Cluster 3, 18.3%). Among 339 patients starting or changing, significant differences in response were observed (mean follow-up of 0.7 years, SD 0.8), with Cluster 3 showing the largest improvements in cDAPSA and PsAID. No differences were found among those starting TNFi (n=218). cDAPSA remission and PsAID patient acceptable symptom state were achieved in 10% and 54%, respectively. Clusters remained stable over time despite treatment changes, though some transitions occurred, notably from Cluster 3 to milder clusters. Conclusion Data-driven clusters with distinct therapy responses identified in this real-world study highlight the extensive heterogeneity in PsA and the central role of psoriasis and musculoskeletal severity in treatment outcomes. Concurrently, these findings underscore the need for better outcome measures, particularly for individuals with lower disease activity.

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Special Section on Patient-Reported Outcomes and Informatics: Collection of Patient-Reported Outcome Measures in Rural and Underserved Populations

November 2024

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34 Reads

Applied Clinical Informatics

Background The NIH Pragmatic Trials Collaboratory supports the design and conduct of 31 embedded pragmatic clinical trials, and many of these trials use patient-reported outcome measures (PROMs) to provide valuable information about the patients' health and wellness. Often these trials enroll medically underserved patients, including people with incomes below the federal poverty threshold, racial or ethnic minority groups, or rural or frontier communities. Objectives In this series of trial case reports, we provide lessons learned about collecting PROMs in these populations. Unbiased collection of PROM data is critical to increase the generalizability of trial outcomes and to address health inequities. Use of electronic health records (EHRs) and other digital modes of PROM administration has gained traction. However, engagement with these modes is often low among populations prone to disparity due to lower digital proficiency, device access, and uptake of EHR portals and web interfaces. Methods To maximize the completeness and representativeness of their trial outcome data, study teams tested a range of strategies to improve PROM response rates with emphasis on disparities prone and underserved patient groups. This manuscript describes the approaches, their implementation, and the targeted populations. Conclusion Optimized PROM collection required hybrid approaches with multiple outreach modes, high-touch methods, creativity in promoting digital uptake, multimodal participant engagement, and text messaging.



Modular analyses of SCOT participant samples in the HSCT arm at 38 months and 54 months compared to baseline samples or healthy control samples. (A) Pairwise comparisons of 38‐month HSCT samples to baseline samples. (B) Comparisons of 38‐month HSCT samples to healthy control samples. (C) Legend of color‐coding in panels A, B, D, and E demonstrating the proportion of module transcripts overexpressed/underexpressed. (D) Pairwise comparison of 54‐month HSCT to baseline samples. (E) Comparisons of 54‐month HSCT samples to healthy control samples. (F) Annotation of modules based on known biologic function of genes included in a given module. The numbers on the y‐ and x‐axes indicate the main module and submodule designation, respectively. Of note, the module map in this figure and the results in Table 1 are based on two different analytic algorithms (repertoire analysis vs QuSAGE). HSCT, hematopoietic stem cell transplant; NK, natural killer; QuSAGE, Quantitative Set Analysis of Gene Expression; SCOT, Scleroderma: Cyclophosphamide or Transplantation.
Composite scores of IFN (M1.2 and M3.4), neutrophil (M5.15), and cytotoxic/NK cell (M3.6) modules in control and SCOT participants at baseline, 38 months, and 54 months after treatment.* Longitudinal measurements of (A) M1.2 (IFN module), (B) M3.4 (IFN module), (C) M5.15 (neutrophil module), and (D) M3.6 (cytotoxic/NK cell module). *Log2 fold change >0.25 and FDR <0.1 in paired analysis of follow‐up compared to baseline SSc samples in QuSAGE analysis. The displayed data at all time points were restricted to the subgroup of participants who had PBC gene expression data available at the baseline, 38‐month, and 54‐month visits, to compare the gene expression modules from the same individuals at these three time points (sample size: 14 in the HSCT arm and 8 in the CYC). CYC, cyclophosphamide; FDR, False Discovery Rate; HSCT, hematopoietic stem cell transplant; IFN, interferon, NK, natural killer; PBC, peripheral blood cell; QuSAGE, Quantitative Set Analysis of Gene Expression; SCOT, Scleroderma: Cyclophosphamide or Transplantation; SSc, Systemic sclerosis; Trans, Transplantation.
Myeloablation Followed by Hematopoietic Stem Cell Transplantation and Long‐Term Normalization of Systemic Sclerosis Molecular Signatures

April 2024

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61 Reads

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3 Citations

Objective In the randomized Scleroderma: Cyclophosphamide or Transplantation (SCOT) trial, myeloablation, followed by hematopoietic stem cell transplantation (HSCT), led to the normalization of systemic sclerosis (SSc) peripheral blood cell (PBC) gene expression signature at the 26‐month visit. Herein, we examined long‐term molecular changes ensuing 54 months after randomization for individuals receiving an HSCT or 12 months of intravenous cyclophosphamide (CYC). Methods Global PBC transcript studies were performed in study participants at pretreatment baseline and at 38 months and 54 months after randomization, as well as in healthy controls using Illumina HT‐12 arrays. Results Thirty (HSCT = 19 and CYC = 11) participants had 38‐month samples available, and 26 (HSCT = 16 and CYC = 11) had 54‐month samples available. In the paired comparison to baseline, a significant down‐regulation of interferon modules and an up‐regulation of cytotoxic/natural killer module were observed at the 38‐month and 54‐month visits in the HSCT arm, indicating a long‐term normalization of baseline SSc gene expression signature. No differentially expressed modules were detected in the CYC arm. In comparison to samples from healthy controls, 38‐month visit samples in the HSCT arm showed an up‐regulation of B cell and plasmablast modules and a down‐regulation of myeloid and inflammation modules. Importantly, 54‐month HSCT samples did not show any differentially expressed modules compared to healthy control samples, suggesting completion of immune reconstitution. Participants in the CYC arm continued to show an SSc transcript signature in comparison to controls at both time points. Conclusion Paralleling the observed clinical benefit, HSCT leads to durable long‐term normalization of the molecular signature in SSc, with completion of immune resetting to 54 months after HSCT. image



A randomized-controlled pilot trial of telemedicine-delivered cognitive-behavioral therapy tailored for interstitial cystitis/bladder pain syndrome

February 2024

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115 Reads

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3 Citations

Pain

Interstitial cystitis/bladder pain syndrome (IC/BPS) is a debilitating urologic pain condition with few treatment advances in the past 25 years. Individuals with IC/BPS often experience significant psychological distress, which worsens symptoms and functioning. To date, there have been no large-scale, randomized controlled trials (RCTs) of comprehensive psychological interventions for IC/BPS. We conducted a 2:1 RCT of an 8-session patient-informed cognitive-behavioral therapy (CBT) intervention designed for IC/BPS for reducing pain-related symptoms and improving quality of life, delivered through telemedicine. Individuals with IC/BPS (N = 78) were randomized to receive either 8 weeks of CBT specifically designed for IC/BPS (n = 52) or an attention control condition (n = 26). Urologic symptoms (Genitourinary Pain Index, GUPI), pain-related symptoms, affective distress, and quality of life were evaluated before, immediately after, and 3 months posttreatment. Both conditions reported significant but similar reductions ( P = 0.922) in the a priori primary outcome of genitourinary symptoms at posttreatment (GUPI reduction = 6.6 vs 4.8, for CBT and control, respectively) and long-term follow-up (8.1 vs 6.6, for CBT and control). However, the CBT group had significantly greater improvement in Patient Global Impression of Change (PGIC) scores and was significantly more likely to be treatment responders (PGIC ≥ 6) (37% vs 8%, P = 0.019 for CBT and control), with a large relative effect size (OR = 6.68). A subgroup analysis of CBT recipients showed that responders (PGIC 6) displayed significant reductions in genitourinary symptoms ( P = 0.023), pain intensity ( P = 0.027), and pain interference ( P = 0.013) posttreatment. Telemedicine-delivered pain CBT for IC/BPS shows promise for improving outcomes, and this trial demonstrates the need for larger RCTs of CBT for IC/BPS.


Correlations [Confidence Intervals] Among Study Variables (N=199; Time-Varying Variables Are Person-Level Means Across Days and Waves)
Slopes [95% Confidence Intervals] for Multilevel Models Predicting Changes in Sleep Quantity and Sleep Quality
Slopes and Confidence Intervals for Sleep Quality Model Predicting End-of-Study Optimism
Optimism and Sleep in Aging Women: Bidirectional Relationships

January 2024

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40 Reads

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2 Citations

Psychosomatic Medicine

Objective Sleep quality and duration are important for biological restoration and promotion of psychological well-being. Optimism may facilitate or result from sufficient sleep, but questions remain as to directionality. The present study tested how optimism is associated with levels of and variability in sleep quantity and quality in a longitudinal burst design. Methods Midlife and older women (N = 199) reported their sleep quantity and quality in online diaries for a 7-day period, every 3 months for 2 years. Optimism was measured at baseline and end-of-study. Multilevel models tested the effects of optimism on sleep. Linear regression models tested the effect of sleep on optimism. Results Baseline optimism was associated with higher sleep quality (γ = 2.13 [1.16, 3.11], p < .0001) and lower intraindividual variability (IIV; night-to-night and wave-to-wave) in sleep quantity (night-to-night: γ = -0.07 [-0.13, -0.005], p = .03; wave-to-wave: b = -.07 [-.12, -.02], p = .003). In turn, higher average sleep quality (but not quantity) was associated with higher optimism at end-of-study ( b = .02 [.007, .03], p = .002). Variability in sleep was unrelated to optimism. Conclusions Optimism may play an important role in maintaining sleep quality and consistency in sleep quantity, perhaps by buffering stress. Similarly, sleep quality may play an important role in maintaining optimism. The cycle whereby optimism and sleep enhance one another could improve physical health and psychological well-being among aging adults.


Unmet need in rheumatology: reports from the Advances in Targeted Therapies meeting, 2023

December 2023

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179 Reads

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17 Citations

Annals of the Rheumatic Diseases

The Advances in Targeted Therapies meets annually, convening experts in the field of rheumatology to both provide scientific updates and identify existing scientific gaps within the field. To review the major unmet scientific needs in rheumatology. The 23rd annual Advances in Targeted Therapies meeting convened with more than 100 international basic scientists and clinical researchers in rheumatology, immunology, infectious diseases, epidemiology, molecular biology and other specialties relating to all aspects of immune-mediated inflammatory diseases. We held breakout sessions in five rheumatological disease-specific groups including: rheumatoid arthritis (RA), psoriatic arthritis (PsA), axial spondyloarthritis (axSpa), systemic lupus erythematosus (SLE), systemic sclerosis (SSc) and vasculitis, and osteoarthritis (OA). In each group, experts were asked to identify and prioritise current unmet needs in clinical and translational research. An overarching theme across all disease states is the continued need for clinical trial design innovation with regard to therapeutics, endpoint and disease endotypes. Within RA, unmet needs comprise molecular classification of disease pathogenesis and activity, pre-/early RA strategies, more refined pain profiling and innovative trials designs to deliver on precision medicine. Continued scientific questions within PsA include evaluating the genetic, immunophenotypic, clinical signatures that predict development of PsA in patients with psoriasis, and the evaluation of combination therapies for difficult-to-treat disease. For axSpA, there continues to be the need to understand the role of interleukin-23 (IL-23) in pathogenesis and the genetic relationship of the IL-23-receptor polymorphism with other related systemic inflammatory diseases (eg, inflammatory bowel disease). A major unmet need in the OA field remains the need to develop the ability to reliably phenotype and stratify patients for inclusion in clinical trials. SLE experts identified a number of unmet needs within clinical trial design including the need for allowing endpoints that reflect pharmacodynamic/functional outcomes (eg, inhibition of type I interferon pathway activation; changes in urine biomarkers). Lastly, within SSc and vasculitis, there is a lack of biomarkers that predict response or disease progression, and that allow patients to be stratified for therapies. There remains a strong need to innovate clinical trial design, to identify systemic and tissue-level biomarkers that predict progression or response to therapy, endotype disease, and to continue developing therapies and therapeutic strategies for those with treatment-refractory disease. This document, based on expert consensus, should provide a roadmap for prioritising scientific endeavour in the field of rheumatology.



Albumin-binding RNAi Conjugate for Carrier Free Treatment of Arthritis

June 2023

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122 Reads

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7 Citations

Osteoarthritis ( OA ) and rheumatoid arthritis ( RA ) are joint diseases that are associated with pain and lost quality of life. No disease modifying OA drugs are currently available. RA treatments are better established but are not always effective and can cause immune suppression. Here, an MMP13-selective siRNA conjugate was developed that, when delivered intravenously, docks onto endogenous albumin and promotes preferential accumulation in articular cartilage and synovia of OA and RA joints. MMP13 expression was diminished upon intravenous delivery of MMP13 siRNA conjugates, consequently decreasing multiple histological and molecular markers of disease severity, while also reducing clinical manifestations such as swelling (RA) and joint pressure sensitivity (RA and OA). Importantly, MMP13 silencing provided more comprehensive OA treatment efficacy than standard of care (steroids) or experimental MMP inhibitors. These data demonstrate the utility of albumin ‘hitchhiking’ for drug delivery to arthritic joints, and establish the therapeutic utility of systemically delivered anti-MMP13 siRNA conjugates in OA and RA. Editorial Summary Lipophilic siRNA conjugates optimized for albumin binding and “hitchhiking” can be leveraged to achieve preferential delivery to and gene silencing activity within arthritic joints. Chemical stabilization of the lipophilic siRNA enables intravenous siRNA delivery without lipid or polymer encapsulation. Using siRNA sequences targeting MMP13, a key driver of arthritis-related inflammation, albumin hitchhiking siRNA diminished MMP13, inflammation, and manifestations of osteoarthritis and rheumatoid arthritis at molecular, histological, and clinical levels, consistently outperforming clinical standards of care and small molecule MMP antagonists.


Citations (61)


... MCID is the minimal difference in an outcome that is perceived as relevant by patients (Copay et al. 2007;King 2011). According to a paper by Dworkin et al. 2008 the minimally important clinical difference in pain reduction in a population suffering chronic pain, on a 0-10 scale, would be a 10%-20% decrease in the intensity of pain, with a recent paper by Fleagle et al. 2024 setting the MCID for pain during movement in musculoskeletal conditions at 1.1. Taking the mean of that interval, the MD considered relevant and, therefore, taken into account in this study, was a 15% pain reduction, equivalent to a decrease of 1.5 on a 0-10 scale. ...

Reference:

Aerobic Exercise Prescription for Pain Reduction in Fibromyalgia: A Systematic Review and Meta‐Analysis
Minimal Clinically Important Change of Movement Pain in Musculoskeletal Pain Conditions
  • Citing Article
  • March 2024

Journal of Pain

... This study was a secondary analysis of a registered longitudinal randomized clinical trial (NCT#04275297) conducted at a large regional academic medical center in accordance with the declaration of the World Medical Association and was approved by the institutional review board. For full description of the full trial study methods, see McKernan et al. 22 Participants were recruited in outpatient clinics, flyers distributed throughout the community, and online via listservs, social media, and ResearchMatch. 23 In the full study, participants were randomized to receive either eight weekly sessions of an IC/BPS-specific psychosocial self-management program via telemedicine or eight weekly symptom monitoring phone calls. ...

A randomized-controlled pilot trial of telemedicine-delivered cognitive-behavioral therapy tailored for interstitial cystitis/bladder pain syndrome

Pain

... In the current study, we did not evaluate trajectories, we evaluated intraindividual variability (IIV) in sleep quality, which attempted to answer a very different question. Intraindividual variability (IIV) in sleep has been suggested as a potential variable to consider relevant to psychological health and physiological dysregulation (Bei et al., 2017;Buysse, 2014;Monroe et al., 2024;Okun et al., 2011c;Slavish et al., 2019). To date few studies have evaluated IIV in sleep quality and health outcomes. ...

Optimism and Sleep in Aging Women: Bidirectional Relationships

Psychosomatic Medicine

... This approach not only enhances the precision of TENS therapy but also paves the way for more effective and individualized pain management interventions. 100,101 In parallel, AI-enhanced RPM systems offer a transformative opportunity for managing neuromodulation therapies beyond TENS, such as SCS and PNS. These systems provide real-time adaptability to evolving pain conditions, ensuring the therapy remains effective without frequent clinician intervention. ...

Influence of Transcutaneous Electrical Nerve Stimulation (TENS) on Pressure Pain Thresholds and Conditioned Pain Modulation in a Randomized Controlled Trial in Women With Fibromyalgia
  • Citing Article
  • December 2023

Journal of Pain

... Despite the recognized potential of precision immunotherapy in the treatment of SLE, advancements in this area have been slow. Precision medicine aims to tailor therapeutic strategies based on individual variations, particularly in the immune system (45). However, due to the high heterogeneity in clinical presentation and pathogenesis among SLE patients, existing research and treatment approaches have yet to enable truly personalized management. ...

Unmet need in rheumatology: reports from the Advances in Targeted Therapies meeting, 2023
  • Citing Article
  • December 2023

Annals of the Rheumatic Diseases

... One example of this approach is the design of siRNA conjugates that incorporate lipids that bind to and 'hitchhike' on endogenous serum albumin. This strategy improves the pharmacokinetic properties of the siRNA conjugate and promotes its accumulation at sites of inflammation, a concept originally explored for tumour delivery 95,96 In forthcoming work, an optimized albumin-binding siRNA conjugate with phosphorothioate and 2′OMe and 2′F modifications showed robust accumulation in arthritic joints, potent Mmp13 silencing and therapeutic efficacy both in mouse models of PTOA and in rheumatoid arthritis 97 . The relative simplicity of siRNA conjugates compared with nanocarriers or microcarriers is beneficial from a translational perspective, and the rapid preclinical advancement of siRNA conjugates into disease applications outside of the liver suggests that this approach has potential for application in the clinical management of OA 49 . ...

Albumin-binding RNAi Conjugate for Carrier Free Treatment of Arthritis

... Frequency of preeclampsia in women with rheumatic diseases varies by diagnosis and population, with rates in women with systemic lupus erythematosus (SLE) up to 20%-30% and rates in women with other rheumatic diseases closer to the general population's rate of 3%. [2][3][4][5] In the general population, preeclampsia and eclampsia account for an estimated 50,000 maternal deaths worldwide every year. 6 Rates of adverse neonatal outcomes, specifically lower birth weights, fetal death, stillbirth, and preterm birth, are higher in infants born to mothers with preeclampsia. ...

Implications of the accuracy of diagnostic algorithms for systemic lupus on our understanding of racial disparities in pregnancy outcomes
  • Citing Article
  • May 2023

British Journal of Rheumatology

... This musculoskeletal pain is described as a neuroinflammatory process that widespread and affect the central nervous system (CNS) [12]. There are complex symptomatology accompanied with FM comprising of chronic fatigue syndrome (CFS), anxiety, memory impairment, irritable bowel syndrome (IBS), joint stiffness, sleep deprivation, depression, restless leg, psychiatric disturbances, mood disorders, and neuropathic myofascial pain, hence all these comorbidities symptoms complicate the diagnosis and treatment of FM [13]. ...

Neurophysiological and Psychosocial Mechanisms of Fibromyalgia: A Comprehensive Review and Call for An Integrative Model
  • Citing Article
  • May 2023

Neuroscience & Biobehavioral Reviews

... These two bacteria have not been identified in current research on interstitial lung disease. In a study predominantly involving females with interstitial lung disease, the dysregulation of gut microbiota was identified as a significant factor exacerbating the disease (Chioma et al., 2023). However, the specific bacteria responsible for the dysregulation have not been elucidated. ...

Low Gut Microbial Diversity Augments Estrogen-Driven Pulmonary Fibrosis in Female-Predominant Interstitial Lung Disease

... In fibroblasts, IL-17 stimulation can upregulate the expression of IL-27R α, revealing that IL-27 may interact with IL-17 and then upregulate the production of inflammatory components [110]. Post-hematopoietic stem cell transplantation (HSCT), IL-27 levels rise, prompting investigations into its potential as a biomarker to predict HSCT outcomes [111]. The above shows that the impact of IL-27 on diseases is complex, and further research is needed to determine whether it can be used as an intervention target. ...

Characterising the autoantibody repertoire in systemic sclerosis following myeloablative haematopoietic stem cell transplantation

Annals of the Rheumatic Diseases