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Li, Liang

0000-0001-5453-3839

Mayo Clinic

37Johnson & Johnson, Shanghai, China

Citations 10

Daratumumab monotherapy versus active monitoring in patients with high-risk smoldering multiple myeloma: Aquila outcomes based on mayo 2018/IMWG 2020 risk stratification, IMWG 2020 plus cytogenetic criteria, and age
Voorhees, Peter M. , Cohen, Yaël C. , Lindsay, Jindriska, Suzuki, Kenshi , Beksaç, Meral , Magen, Hila , Garate, Gonzalo, Theunissen, Koen, Mylin, Anne K., Hallam, Simon , Bringhen, Sara, Uttervall, Katarina , Ye, J Christine, Cowan, Andrew J. , Mateos, María‐Victoria , Goldschmidt, Hartmut , Vieyra, Diego, Raval, Ashta, Sha, Linlin, Rousseau, Els, Dennis, Robyn M., Carson, Robin, Dimopoulos, Meletios Α. , Schjesvold, Fredrik , Hungria, Vânia , Sandhu, Irwindeep , Baker, Ross , Kosugi, Hiroshi , Levin, Mark-David , Stockerl‐Goldstein, Keith , Oriol, Albert , Mikala, Gábor , Špıčka, Ivan , Bringhen, Sara, Puła, Bartosz , Khan, Abdullah , Medvedova, Eva , Moreau, Philippe, Raval, Ashta, Li, Liang , Carson, Robin, Rajkumar, S. Vincent

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 372-372

10.1182/blood-2025-372 Get It

Abstract Introduction : Current standard of care for smoldering multiple myeloma (SMM), an asymptomatic precursor of multiple myeloma (MM), is observation until progression to active MM. Increasing evidence suggests that patients (pts) with SMM at high risk for progression to active MM may benefit from early treatment (tx). In AQUILA, a phase 3 study in pts with high-risk SMM (NCT03301220), daratumumab (Dara) monotherapy significantly reduced risk of progression to active MM or death with a trend of extending overall survival (OS) vs active monitoring (ActMon), with no new safety concerns. Given the evolution in SMM risk stratification, a post hoc analysis was performed to assess outcomes using the IMWG 2020 and IMWG 2020 plus cytogenetic risk models to assess which AQUILA pts benefited most from Dara monotherapy. Safety and efficacy analysis by age and stem cell collection outcomes were also assessed. Methods: Eligible pts with a confirmed diagnosis (≤5 y) of high-risk SMM per IMWG 2014 criteria, defined as clonal bone marrow plasma cells (BMPC) ≥10% and ≥1 risk factor (IgA SMM, serum protein ≥30 g/dL, serum involved:uninvolved free light chain [I/U FLC] ratio ≥8 and <100, immunoparesis with reduction of 2 uninvolved Ig isotypes, and/or clonal BMPC >50% to <60%) at study entry, were randomized 1:1 to receive subcutaneous Dara or ActMon for 39 cycles, 36 months, or until confirmed disease progression (PD), whichever came first. Primary endpoint was progression-free survival (PFS) assessed by independent review committee, defined as progression to active MM (based on IMWG SLiM-CRAB diagnostic criteria) or death. Secondary endpoints included time to first-line (1L) MM tx and OS. For this post hoc analysis, we assessed outcomes by age, IMWG 2020 high-risk SMM criteria (BMPC >20%, monoclonal spike >2 g/dL, serum FLC ratio >20; ≥2 factors=high risk; also known as the Mayo 2018 or the 20-2-20 criteria), and the IMWG 2020 plus cytogenetic criteria (IMWG 2020 criteria + presence of ≥1 high-risk cytogenetic abnormalities [t(4;14), t(14;16), +1q and/or del13q]; ≥3 factors=high risk). Results : Dara tx showed a PFS benefit across all IMWG 2020 risk subgroups (low: hazard ratio [HR], 0.59; intermediate: HR, 0.70), with the largest benefit in the high-risk subgroup, where the PD/death rate in the ActMon arm was ~1.6-fold that in the Dara arm (62.8% vs 37.5%; HR, 0.36). This benefit of Dara vs ActMon was preserved over time, with 5-year PFS rates of 78.2% vs 71.6%, 56.2% vs 42.9%, and 60.4% vs 23.6% in IMWG 2020 low-, intermediate-, and high-risk groups, respectively. There was a positive trend favoring Dara for time to 1L MM treatment across all IMWG 2020 risk groups (low-risk HR, 0.63; 95% CI, 0.22–1.80; intermediate-risk HR, 0.57; 95% CI, 0.35–0.92; high-risk HR, 0.39; 95% CI, 0.25–0.62). IMWG 2020 plus cytogenetic risk classification results will be available at the time of presentation. When comparing the younger (<65y HR, 0.51; 95% CI, 0.32–0.79) vs the older (≥65y, HR, 0.50; 95% CI, 0.32–0.77) pt population, a PFS benefit was observed regardless of age. Similarity was also observed in TEAE incidence rate when looking into <65, 65 to <75, and ≥75 y subgroups (82.7%, 81.1%, and 87.5% with ActMon; 96.2%, 98.5%, and 95.2% with Dara); however, serious TEAEs were more frequently observed in older ActMon pts (12.2%, 18.9%, and 50.0% with ActMon; 24.8%, 35.8%, and 28.6% with Dara). Across all pts treated/monitored in AQUILA, 23 (11.9%) and 41 (20.9%) pts in the Dara and ActMon arms, respectively, received autologous stem cell transplant as part of their first tx after progressing to active MM, with very limited plerixafor use (Dara, 3 [1.6%] vs ActMon, 9 [4.6%]). Median (range) CD34+ cell yield was 5.0 (2–20)×106 cells/kg body weight among 22 pts in the Dara arm and 5.1 (2–21)×106 cells/kg body weight among 39 pts in the ActMon arm. Conclusions : In this analysis, pts with high-risk SMM from the phase 3 AQUILA study treated with Dara monotherapy experienced long-term PFS benefit across IMWG 2020 subgroups, with the most pronounced benefit in the high-risk subgroup. No notable differences in PFS or safety were observed across age subgroups. Early Dara tx for high-risk SMM did not have a detrimental impact on stem cell yield. Although mature OS analyses are forthcoming, overall, these results further support early intervention with Dara monotherapy vs ActMon among pts with high-risk SMM, regardless of risk stratification criteria used.
Participant Retention in a Prospective Multicenter Cohort of Participants With Pancreatitis and Factors Associated With Attrition
Choate, Radmila , Xu, Jun , Easler, Jeffrey J. , Phillips, Anna E. , Fisher, William E., Fogel, Evan L. , Forsmark, Chris E. , Hart, Phil A. , Park, Walter G. , Vege, Santhi Swaroop, Conwell, Darwin L. , Yadav, Dhiraj, Choate, Radmila , Xu, Jun , Han, Samuel , Phillips, Anna E., Bellin, Melena D. , Pandol, Stephen J. , Serrano, Jose, Van Den Eeden, Stephen K , Vege, Santhi Swaroop , Li, Liang , Conwell, Darwin L. , Yadav, Dhiraj

Pancreas | October 13, 2025 | Volume: 55 | Issue: 2 | Pages: e162-e172

10.1097/mpa.0000000000002550 Get It

Objectives: Participant retention is essential in prospective studies to minimize bias and maintain validity. This study aimed to estimate retention rates and identify factors influencing attrition in a multicenter cohort (PROCEED) of US adults with acute/recurrent acute pancreatitis (AP/RAP) and chronic pancreatitis (CP). Methods: Participants from the PROCEED study with AP/RAP or CP eligible for follow-up within the designated visit window were included. Retention was defined as completing at least one follow-up visit during the observation period. Retention was analyzed by follow-up mode (in-person and/or medical record review) and disease type (AP/RAP and CP). Retention factors were assessed using univariate analyses (Wilcoxon rank-sum for continuous variables, χ 2 /Fisher's exact for categorical) and multivariable logistic regression. Missing data were adjusted using multiple imputations in statistical modeling. Results: Among 1279 participants (AP/RAP: n=632, median age 47, 48.9% female; CP: n=647, median age 54, 46.5% female), we observed high cumulative and annualized retention rates, with improved retention when incorporating medical record reviews. In multivariable regression analyses, older age was statistically significantly associated with in-person retention in the AP/RAP group ( P =0.0001), while a higher self-reported physical health (assessed with PROMIS Global Health Physical Health T-score) was a key predictor of retention in CP ( P =0.034). Conclusions: Integrating medical records review substantially enhanced retention rates, enabling robust analyses of pancreatitis outcomes and disease progression. Older age and better self-reported physical health were key predictors of retention, highlighting the need for targeted strategies to enhance engagement among younger participants and those with poorer health in long-term studies.
Prostaglandin E2 as a Mechanistic Biomarker of Chronic Pancreatitis
Saloman, Jami L. , Jefferson, Bahiyyah, Fisher, William E., Fogel, Evan L. , Hart, Phil A. , Park, Walter G. , Vege, Santhi Swaroop , Yadav, Dhiraj , Topazian, Mark , Conwell, Darwin L. , Saloman, Jami L , Han, Samuel , Li, Liang

Clinical and Translational Gastroenterology | August 4, 2025 | Volume: 16 | Issue: 10 | Pages: e00897

10.14309/ctg.0000000000000897 Get It

INTRODUCTION: Chronic pancreatitis (CP) is a disease associated with chronic inflammation, fibrosis, and pain. There is a lack of tools available that facilitate early diagnosis, when intervention could prevent irreversible damage. Pilot data suggested prostaglandin E2 (PGE2) as a candidate biomarker for early CP. PGE2 activates signaling pathways that promote inflammation, pain, and fibrosis. METHODS: We assessed PGE2, metabolites, and downstream targets in pancreatic fluid collected endoscopically 0–10 (n = 110) and 10–20 (n = 111) minutes after intravenous secretin administration. PGE2 and metabolites were measured in plasma (n = 75) and urine (n = 71) from the same subjects. Subjects were enrolled in the PROCEED study and classified symptomatic controls, acute/recurrent acute pancreatitis (AP/RAP), or CP. RESULTS: A significant main effect was detected in 10–20 minutes pancreas fluid ( P = 0.027) and plasma ( P = 0.046); post hoc testing showed PGE2 was lower in the AP/RAP group compared with symptomatic controls. There was also trend toward lower PGE2 in urine ( P = 0.062). To elucidate the active downstream pathways, calcitonin gene-related peptide, substance P, and matrix metalloproteinases (MMPs) 1, 2, 3, 7, 9, and 13 were measured in pancreas fluid. A significant difference between the 3 groups was detected for both MMP7 and MMP9. MMP7 was elevated in individuals with CP vs AP/RAP ( P = 0.012) for samples collected early but both time points for MMP9 ( P = 0.027, P = 0.002). DISCUSSION: While PGE2 is detectable in pancreas fluid, these data suggest that it may not be sensitive enough to distinguish between AP/RAP and CP. However, MMPs may distinguish between stages of pancreatitis and require further testing as potential diagnostic biomarkers.
Prevalence and Patterns of Opioid Use in Chronic Pancreatitis
Phillips, Anna Evans , Conwell, Darwin L. , Li, Shuang , Saloman, Jami L. , Hart, Phil A. , Fogel, Evan L. , Vege, Santhi Swaroop, Andersen, Dana K. , Fisher, William E., Forsmark, Christopher E., Park, Walter G. , Topazian, Mark , Yadav, Dhiraj , Saloman, Jami L , Vege, Santhi Swaroop , Pandol, Stephen J. , Van Den Eeden, Stephen K , Serrano, José , Li, Liang

Clinical and Translational Gastroenterology | February 5, 2025 | Volume: 16 | Issue: 5 | Pages: e00807

10.14309/ctg.0000000000000807 Get It

INTRODUCTION: Opioids are used to treat pain in chronic pancreatitis (CP), but little is known about current use patterns. The aim of this study was to characterize the utilization of opioids and associations with clinical characteristics in adult patients with CP. METHODS: This cross-sectional analysis used baseline data from participants with definite CP enrolled in a cohort study in the United States (PROspective Evaluation of CP for EpidEmiologic and Translational StuDies). Data on demographics, pain medication use, healthcare utilization, disability, and pain patterns were systematically collected in case report forms while quality of life was assessed with patient-reported outcome instruments. Opioid use was classified according to strength (weak or strong) and frequency (scheduled or as-needed). RESULTS: A total of 681 participants (n = 364, 53% male) were included: 299 (44%) were current opioid users (22% only weak opioids and 22% at least 1 strong opioid). Increasing frequency and severity of pain was associated with increase of weak, strong, as-needed, or scheduled opioids. Neuromodulators were used by ∼40% of participants; increasing use was associated with increasing frequency and severity of pain. On multivariate analysis, independent predictors associated with strength and frequency of current opioid use were pain patterns (odds ratios [ORs] 1.84–8.32 and ORs 1.92–8.52, respectively, P < 0.001) and prior celiac plexus block (OR 3.54, 95% confidence intervals 1.82–6.87 and OR 3.42, 95% confidence intervals 1.76–6.64, respectively). Participants using opioids had higher prevalence of disability, healthcare utilization, and poorer quality of life. DISCUSSION: Opioid use in CP is common and associated with increased pain severity and constancy. These data provide foundational estimates for future trials that can elucidate the complex interactions between patient factors, pain, and interventions.
Phase 3 Randomized Study of Daratumumab Monotherapy Versus Active Monitoring in Patients with High-Risk Smoldering Multiple Myeloma: Primary Results of the Aquila Study
Voorhees, Peter M. , Cohen, Yaël C. , Lindsay, Jindriska, Suzuki, Kenshi , Beksac, Meral, Garate, Gonzalo, Theunissen, Koen, Mylin, Anne K., Bringhen, Sara, Uttervall, Katarina , Pula, Bartosz Michal, Medvedova, Eva , Cowan, Andrew J. , Mateos, María‐Victoria , Goldschmidt, Hartmut , Ahmadi, Tahamtan , Sha, Linlin, Rousseau, Els, Dennis, Robyn M., Carson, Robin, Dimopoulos, Meletios Α. , Schjesvold, Fredrik , Hungria, Vânia , Sandhu, Irwindeep , Baker, Ross , Kosugi, Hiroshi , Levin, Mark-David , Stockerl‐Goldstein, Keith , Oriol, Albert , Mikala, Gábor , Špıčka, Ivan , Bringhen, Sara, Moreau, Philippe, Li, Liang , Rajkumar, S. Vincent

Blood | December 5, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 773-773

10.1182/blood-2024-201057 Get It

Introduction: High-risk smoldering multiple myeloma (SMM) is an asymptomatic precursor disorder to active multiple myeloma (MM) without approved treatment options. However, recent evidence suggests patients at high risk of progression to MM may benefit from early treatment. Daratumumab (DARA) is a human IgGκ monoclonal antibody targeting CD38 with direct on-tumor and immunomodulatory mechanisms of action. DARA is approved as monotherapy for relapsed/refractory MM (RRMM) and in combination with standard-of-care regimens for RRMM and newly diagnosed MM. Based on the encouraging activity and tolerability observed with DARA monotherapy in patients with intermediate- or high-risk SMM in the phase 2 CENTAURUS study, the phase 3 AQUILA study sought to determine if DARA could delay progression to MM versus active monitoring. Here we report the primary analysis from the AQUILA study. Methods: Eligible patients had a confirmed diagnosis of high-risk SMM for ≤5 years, defined as clonal bone marrow plasma cells (BMPCs) ≥10% and ≥1 risk factor (serum M protein ≥30 g/L, IgA SMM, immunoparesis with reduction of 2 uninvolved Ig isotypes, serum involved:uninvolved free light chain ratio ≥8 and &lt;100, and/or clonal BMPCs &gt;50% to &lt;60%). Focal and lytic lesion assessment was performed in screening by CT and MRI and centrally reviewed prior to study enrollment. Patients were randomized 1:1 to receive DARA SC versus active monitoring. DARA (QW in Cycles 1 and 2, Q2W in Cycles 3-6, and Q4W thereafter) was given in 28-day cycles until cycle 39, 36 months, or disease progression, whichever came first. The primary endpoint was progression-free survival (PFS), defined as progression to active MM as assessed by an independent review committee and according to IMWG diagnostic criteria for MM (SLiM-CRAB) or death. Major secondary endpoints included overall response rate (ORR), PFS on first-line MM treatment (PFS2), and overall survival (OS). Results: A total of 390 patients (DARA, n = 194; active monitoring, n = 196) were randomized. Median (range) age (64 [31-86] years) and time from initial SMM diagnosis to randomization (0.72 [0-5.0] years) were balanced between treatment groups. Median treatment duration in the DARA group was 38 cycles (35.0 months). At a median (range) follow-up of 65.2 (0-76.6) months, PFS was significantly improved with DARA versus active monitoring (HR, 0.49; 95% CI, 0.36-0.67; P &lt;0.0001). Median PFS was not reached in the DARA group versus 41.5 months for active monitoring; estimated 60-month PFS rates were 63.1% versus 40.8%, respectively. Prespecified analyses showed generally consistent PFS improvement with DARA versus active monitoring across subgroups. ORR was 63.4% with DARA versus 2.0% with active monitoring (P &lt;0.0001). As of the clinical cutoff, 64 (33.0%) patients in the DARA group and 102 (52.0%) patients in the active monitoring group had started first-line MM treatment. Median time from randomization to the date of first-line MM treatment was not reached with DARA versus 50.2 months with active monitoring (HR, 0.46; 95% CI, 0.33-0.62; nominal P &lt;0.0001). There was a positive trend in favor of DARA for PFS2 (HR, 0.58; 95% CI, 0.35-0.96) and OS (60-month OS rates: DARA, 93.0%; active monitoring, 86.9%; HR, 0.52; 95% CI, 0.27-0.98). A total of 41 deaths were observed, 15 for the DARA group and 26 for the active monitoring group. Grade 3/4 treatment-emergent adverse events (TEAEs) occurred in 40.4% and 30.1% of patients in the DARA and active monitoring groups, respectively. The most common (≥5% in either group) grade 3/4 TEAE was hypertension (DARA, 5.7%; active monitoring, 4.6%). The frequency of TEAEs leading to DARA discontinuation was low (5.7%), as was the incidence of fatal TEAEs in both groups (DARA, 1.0%; active monitoring, 2.0%). Conclusions: DARA monotherapy was well tolerated and demonstrated a clinically meaningful and significant benefit in preventing or delaying progression to active MM compared with active monitoring in patients with high-risk SMM. ORR was significantly higher and time to first-line MM treatment was prolonged with DARA compared with active monitoring. This was accompanied by positive trends for PFS2 and OS in favor of DARA. These results strongly support the benefit of early intervention with DARA monotherapy versus active monitoring, the current standard of care, in patients with high-risk SMM.
Association of Serum Endocannabinoid Levels with Pancreatitis and Pancreatitis-Related Pain
Goodman, Marc T. , Lombardi, Christina , Torrens, Alexa , Saloman, Jami L. , Yang, Yunlong, Fisher, William E., Fogel, Evan L. , Forsmark, Christopher E. , Conwell, Darwin L. , Hart, Phil A. , Park, Walter G. , Topazian, Mark, Vege, Santhi Swaroop , Andersen, Dana K. , Yadav, Dhiraj , Goodman, Marc T , Vege, Santhi S, Saloman, Jami L , Bresee, Catherine J. , Li, Liang , Forsmark, Chris E. , Conwell, Darwin L. , Van Den Eeden, Stephen K , Bellin, Melena D. , Serrano, José , Pandol, Stephen J. , Piomelli, Daniele

Cannabis & Cannabinoid Research | September 18, 2024 | Volume: 10 | Issue: 1 | Pages: 60-70

10.1089/can.2024.0079 Get It

Background and Aims: This investigation examined the association of pancreatitis and pancreatitis-related pain with serum levels of two endocannabinoid molecules such as anandamide (AEA) and 2-arachidonoylglycerol (2-AG) and two paracannabinoid molecules such as oleoylethanolamide (OEA) and palmitoylethanolamide (PEA). Methods: A case–control study was conducted within the Prospective Evaluation of Chronic Pancreatitis for Epidemiological and Translational Studies, including participants with no pancreas disease ( N = 56), chronic abdominal pain of suspected pancreatic origin or indeterminate chronic pancreatitis (CP) ( N = 22), acute pancreatitis ( N = 33), recurrent acute pancreatitis ( N = 57), and definite CP ( N = 63). Results: Circulating AEA concentrations were higher in women than in men ( p = 0.0499), and PEA concentrations were higher in obese participants than those who were underweight/normal or overweight ( p = 0.003). Asymptomatic controls with no pancreatic disease had significantly ( p = 0.03) lower concentrations of AEA compared with all disease groups combined. The highest concentrations of AEA were observed in participants with acute pancreatitis, followed by those with recurrent acute pancreatitis, chronic abdominal pain/indeterminant CP, and definite CP. Participants with pancreatitis reporting abdominal pain in the past year had significantly ( p = 0.04) higher concentrations of AEA compared with asymptomatic controls. Levels of 2-AG were significantly lower ( p = 0.02) among participants reporting abdominal pain in the past week, and pain intensity was inversely associated with concentrations of 2-AG and OEA. Conclusions: Endocannabinoid levels may be associated with stage of pancreatitis, perhaps through activation of the CB1 receptor. Validation of our findings would support the investigation of novel therapeutics, including cannabinoid receptor-1 antagonists, in this patient population.
Multiparametric MRI Scoring System of the Pancreas for the Diagnosis of Chronic Pancreatitis
Tirkes, Temel , Yadav, Dhiraj , Conwell, Darwin L. , Zhao, Xuandong, Dasyam, Anil K. , Halappa, Vivek Gowdra, Patel, Aashish, Shah, Zarine K. , Swensson, Jordan , Takahashi, Naoki , Wachsman, Ashley, Yang, Yunlong, Hart, Phil A. , Park, Walter G. , Vege, Santhi Swaroop , Topazian, Mark , Territo, Paul R. , Persohn, Scott A., Andersen, Dana K. , Fogel, Evan L. , Venkatesh, Sudhakar K , Takahashi, Naoki , Dasyam, Anil K , Venkatesh, Sudhakar K. , Li, Liang , Jennings, Kristofer , Pandol, Stephen J.

Journal of Magnetic Resonance Imaging | September 3, 2024 | Volume: 61 | Issue: 5 | Pages: 2183-2194

10.1002/jmri.29594 Get It

BackgroundDuctal features alone may not offer high diagnostic sensitivity or most accurate disease severity of chronic pancreatitis (CP).PurposeDiagnose CP based on multiparametric MRI and MRCP features.Study TypeProspective.PopulationBetween February 2019 and May 2021, 46 control (23 males, 49.3 ± 14.1 years), 45 suspected (20 males, 48.7 ± 12.5 years), and 46 definite (20 males, 53.7 ± 14.6 years) CP patients were enrolled at seven hospitals enrolled in the MINIMAP study. CP classification was based on imaging findings and clinical presentation.Field Strength and Sequences1.5 T. T1‐weighted (T1W) spoiled gradient echo, T1 map with variable flip angle, dual‐echo Dixon, secretin‐enhanced MRCP before and after secretin infusion.AssessmentDual‐echo fat fraction (FF), T1 relaxation time, extracellular volume (ECV), T1 signal intensity ratio of the pancreas to the spleen (T1 score), arterial‐to‐venous enhancement ratio (AVR), pancreatic tail diameter (PTD), pancreas volume, late gadolinium enhancement, pancreatic ductal elasticity (PDE), and duodenal filling grade of secretin‐enhanced MRCP were measured.Statistical TestsLogistic regression analysis generated CP‐MRI and secretin‐enhanced CP‐SMRI scores. Receiver operating characteristics analysis was used to differentiate definite CP from control. Interobserver agreement was assessed using Lin's concordance correlation coefficient.ResultsCompared to control, definite CP cohort showed significantly higher dual‐echo FF (7% vs. 11%), lower AVR (1.35 vs. 0.85), smaller PTD (2.5 cm vs. 1.95 cm), higher ECV (28% vs. 38%), and higher incidence of PDE loss (6.5% vs. 50%). With the cut‐off of >2.5 CP‐MRI score (dual‐echo FF, AVR, and PTD) and CP‐SMRI score (dual‐echo FF, AVR, PTD, and PDE) had cross‐validated area under the curves of 0.84 (sensitivity 87%, specificity 68%) and 0.86 (sensitivity 89%, specificity 67%), respectively. Interobserver agreement for both CP‐MRI and CP‐SMRI scores was 0.74.ConclusionThe CP‐MRI and CP‐SMRI scores yielded acceptable performance and interobserver agreement for the diagnosis of CP.Evidence Level1Technical EfficacyStage 2
Predicting malignant pleural effusion during diagnostic pleuroscopy with biopsy: A prospective multicentre study
Grosu, Horiana B. , Kern, Ryan , Maldonado, Fabien , Casal, Roberto F. , Eapen, Georgie A. , Ost, David E. , Jiménez, Carlos , Frangopoulos, Frangiskos, Sabath, Bruce F. , Vakil, Erik , Schwalk, Audra, Marcoux, Mathieu , Sagar, Ala-Eddin S. , Nasim, Faria, Lin, Julie , Salahudin, Moiz, Arain, Hasan Muhammad, Noor, Laila , Montanez, Diana, Stewart, John , Mullon, John J., Porfyridis, Ilias, Casal, Roberto , Ost, David E , Vakil, Erik , Salahudin, Moiz , Mullon, John, Kern, R , Andersen, Clark R. , Li, Liang , Jimenez, Carlos, Michael, Michalis

Respirology | February 18, 2022 | Volume: 27 | Issue: 5 | Pages: 350-356

10.1111/resp.14232 Get It

AbstractBackground and objectivePleuroscopy with pleural biopsy has a high sensitivity for malignant pleural effusion (MPE). Because MPEs tend to recur, concurrent diagnosis and treatment of MPE during pleuroscopy is desired. However, proceeding directly to treatment at the time of pleuroscopy requires confidence in the on‐site diagnosis. The study's primary objective was to create a predictive model to estimate the probability of MPE during pleuroscopy.MethodsA prospective observational multicentre cohort study of consecutive patients undergoing pleuroscopy was conducted. We used a logistic regression model to evaluate the probability of MPE with relation to visual assessment, rapid on‐site evaluation (ROSE) of touch preparation and presence of pleural nodules/masses on computed tomography (CT). To assess the model's prediction accuracy, a bootstrapped training/testing approach was utilized to estimate the cross‐validated area under the receiver operating characteristic curve.ResultsOf the 201 patients included in the study, 103 had MPE. Logistic regression showed that higher level of malignancy on visual assessment is associated with higher odds of MPE (OR = 34.68, 95% CI = 9.17–131.14,p < 0.001). The logistic regression also showed that higher level of malignancy on ROSE of touch preparation is associated with higher odds of MPE (OR = 11.63, 95% CI = 3.85–35.16,p < 0.001). Presence of pleural nodules/masses on CT is associated with higher odds of MPE (OR = 6.61, 95% CI = 1.97–22.1,p = 0.002). A multivariable logistic regression model of final pathologic status with relation to visual assessment, ROSE of touch preparation and presence of pleural nodules/masses on CT had a cross‐validated AUC of 0.94 (95% CI = 0.91–0.97).ConclusionA prediction model using visual assessment, ROSE of touch preparation and CT scan findings demonstrated excellent predictive accuracy for MPE. Further validation studies are needed to confirm our findings.
Risk factors for pleural effusion recurrence in patients with malignancy
Grosu, Horiana B. , Molina, Sofía, Casal, Roberto F. , Song, Juhee , Diaz‐Mendoza, Javier , Reddy, Chakravarthy, Yarmus, Lonny , Schiavo, Dante , Simoff, Michael , Johnstun, Jared, Raid, A.H. Zedan, Feller‐Kopman, David , Sahetya, Sarina K. , Foley, Finbar, Maldonado, Fabien , Noor, Laila , Miller, Russell , Mudambi, Lakshmi, Saettele, Timothy , Vial, Macarena R. , Eapen, Gerogie A., Ost, David E. , Garcia, Sofia Molina , Casal, Roberto , Yarmus, Lonny , Vial-Rodriguez, Macarena , Ost, David E , Li, Liang , Lee, Hans C. , Tian, Xin , Molina Garcia, Sofia

Respirology | July 2, 2018 | Volume: 24 | Issue: 1 | Pages: 76-82

10.1111/resp.13362 Get It

ABSTRACTBackground and objectiveThe main purpose of treatment in patients with malignant pleural effusion (MPE) is symptom palliation. Currently, patients undergo repeat thoracenteses prior to receiving a definitive procedure as clinicians are not aware of the risk factors associated with fluid recurrence. The primary objective of this study was to identify risk factors associated with recurrent symptomatic MPE.MethodsRetrospective multicentre cohort study of patients who underwent first thoracentesis was performed. The primary outcome was time to fluid recurrence requiring intervention in patients with evidence of metastatic disease. We used a cause‐specific hazard model to identify risk factors associated with fluid recurrence. We also developed a predictive model, utilizing Fine–Gray subdistribution hazard model, and externally validated the model.ResultsA total of 988 patients with diagnosed metastatic disease were included. Cumulative incidence of recurrence was high with 30% of patients recurring by day 15. On multivariate analysis, size of the effusion on chest X‐ray (up to the top of the cardiac silhouette (hazard ratio (HR): 1.84, 95% CI: 1.21–2.80, P = 0.004) and above the cardiac silhouette (HR: 2.22, 95% CI: 1.43–3.46, P = 0.0004)), larger amount of pleural fluid drained (HR: 1.06, 95% CI: 1.04–1.07, P < 0.0001) and higher pleural fluid LDH (HR: 1.008, 95% CI: 1.004–1.011, P < 0.0001) were associated with increased hazard of recurrence. Negative cytology (HR: 0.52, 95% CI: 0.43–0.64, P < 0.0001) was associated with decreased hazard of recurrence. The model had low prediction accuracy.ConclusionPleural effusion size, amount of pleural fluid drained, LDH and pleural fluid cytology were found to be risk factors for recurrence.