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McFarlane, Stefanie C.

Mayo Clinic

Alimentiv Inc. (Canada)

Citations 4

Development and Validation of a Digital Analysis Method to Quantify CD3-immunostained T Lymphocytes in Whole Slide Images of Crohn’s Disease Biopsies
Lefèvre, Pavine, Guizzetti, Leonardo , Zou, Guangyong , Viegen, Tanja van, McFarlane, Stefanie C., Shackelton, Lisa M. , Feagan, Brian G. , Jairath, Vipul , Pai, Rish K. , Jairath, Vipul , Jairath, Vipul , Guizzetti, L , Jairath, V , Jairath, V , Jairath, Vipul , Zou, Guangyong , McKee, Trevor D. , Casteele, Niels Vande

Applied Immunohistochemistry & Molecular Morphology | May 19, 2022 | Volume: 30 | Issue: 7 | Pages: 486-492

10.1097/pai.0000000000001035 Get It

The T-lymphocyte–mediated inflammation in Crohn's disease can be assessed by quantifying CD3-positive T-lymphocyte counts in colonic sections. We developed and validated a process to reliably quantify immunohistochemical marker-positive cells in a high-throughput setting using whole slide images (WSIs) of CD3-immunostained colonic and ileal tissue sections. In regions of interest (ROIs) and/or whole tissue sections of 40 WSIs from 36 patients with Crohn's disease, CD3-positive cells were quantified by an expert gastrointestinal pathologist (gold standard) and by image analysis algorithms developed with software from 3 independent vendors. Semiautomated quantification of CD3-positive cell counts estimated in 1 ROI per section were accurate when compared with manual analysis (Pearson correlation coefficient, 0.877 to 0.925). Biological variability was acceptable in digitally determined CD3-positive cell measures between 2 to 5 ROIs annotated on the same tissue section (coefficient of variation <25%). Results from computer-aided analysis of CD3-positive T lymphocytes in a whole tissue section and the average of results from 2 to 5 ROIs per tissue section lacked reliability (overestimation or underestimation and systematic bias), suggesting that absolute quantification of CD3-positive T lymphocytes in a whole tissue section may be more accurate. Semiautomated image analysis in WSIs demonstrated reproducible CD3-positive cell measures across 3 independent algorithms. A computer-aided digital image analysis method was developed and validated to quantify CD3-positive T lymphocytes in colonic and ileal biopsy sections from patients with Crohn's disease. Results support consideration of this digital analysis method for use in future Crohn's disease clinical studies.
Reliability of histologic assessment for NAFLD and development of an expanded NAFLD activity score
Pai, Rish K. , Hogan, Malcolm , Zou, Guangyong , Adeyi, Oyedele , Anstee, Quentin M. , Aqel, Bashar , Behling, Cynthia , Carey, Elizabeth J. , Feagan, Brian G. , McFarlane, Stefanie C., Noureddin, Mazen , Younossi, Zobair M. , Loomba, Rohit , Ratziu, Vlad , Anstee, Quentin M , Corey, Kathleen , Ma, C , Ratziu, Vlad , Loomba, Rohit , Ratziu, Vlad , Adeyi, Oyedele , Zou, Guangyong , Jairath, Vipul , Aqel, Bashar A. , Clouston, Andrew Donald , Corey, Kathleen E. , Kleiner, David Erwin , Ma, Christopher , Valasek, Mark A. , Harrison, Stephen A.

Hepatology | March 25, 2022 | Volume: 76 | Issue: 4 | Pages: 1150-1163

10.1002/hep.32475 Get It

Abstract Background and Aims The NASH Clinical Research Network histologic scoring system, the gold‐standard NASH histology assessment for clinical trials, has demonstrated intrarater and interrater variability. An expert panel in a previous systematic Research and Development/University of California Los Angeles (RAND/UCLA) study determined that existing histologic scoring systems do not fully capture NASH disease activity and fibrosis, and standardized definitions of histologic features are needed. We evaluated the reliability of existing and alternate histologic measures and their correlations with a disease activity visual analog scale to propose optimal components for an expanded NAFLD activity score (NAS). Approach and Results Four liver pathologists who were involved in the prior RAND/UCLA study underwent standardized training and multiple discussions with the goal of improving agreement. They were blinded to clinical information and scored histologic measures twice, ≥2 weeks apart, for 40 liver biopsies representing the full spectrum of NAFLD. Index intraclass correlation coefficient (ICC) estimates demonstrated intrarater (0.80–0.85) and interrater (0.60–0.72) reliability. Hepatocyte ballooning items had similar interrater ICCs (0.68–0.79), including those extending scores from 0–2 to 0–4. Steatosis measures (interrater ICCs, 0.72–0.80) correlated poorly with disease activity. Correlations with disease activity were largest for hepatocyte ballooning and Mallory‐Denk bodies (MDBs), with both used to develop the expanded NAS (intrarater ICC, 0.90; interrater ICC, 0.80). Fibrosis measures had ICCs of 0.70–0.87. Conclusions After extensive preparation among a group of experienced pathologists, we demonstrated improved reliability of multiple existing histologic NAFLD indices and fibrosis staging systems. Hepatocyte ballooning and MDBs most strongly correlated with disease activity and were used for the expanded NAS. Further validation including evaluation of responsiveness is required.
Recommendations for standardizing biopsy acquisition and histological assessment of immune checkpoint inhibitor-associated colitis
Ma, Christopher , Pai, Rish K. , Krell, Jonathan , Guizzetti, Leonardo , McFarlane, Stefanie C., MacDonald, John K, Choi, Won‐Tak , Feakins, Roger , Kirsch, Richard , Lauwers, Gregory Y. , Pai, Reetesh K. , Rosty, Christophe , Srivastava, Amitabh , Walsh, Joanna C. , Feagan, Brian G. , Ma, C , Guizzetti, L , Rosty, Christophe , Srivastava, Amitabh , Schaeffer, David F. , Jairath, Vipul

Journal for ImmunoTherapy of Cancer | March 16, 2022 | Volume: 10 | Issue: 3 | Pages: e004560

10.1136/jitc-2022-004560 Get It

Immune checkpoint inhibitor-associated colitis (ICIC) affects approximately 15% of cancer patients treated with immunotherapy. Although histological evaluation is potentially valuable for both the diagnosis of ICIC and evaluation of disease activity, use in clinical practice is heterogeneous. We aimed to develop expert recommendations to standardize histological assessment of disease activity in patients with ICIC. Using the modified Research and Development/University of California Los Angeles (RAND/UCLA) appropriateness methodology, an international panel of 11 pathologists rated the appropriateness of 99 statements on a 9-point Likert scale during two rounds of anonymous voting. Results were discussed between rounds using moderated videoconferences. There are currently no disease-specific instruments for assessing histological features of ICIC. The panel considered that colonoscopy with at least three biopsies per segment from a total of at least five segments, including both endoscopically normal and inflamed areas, was appropriate for tissue acquisition. They agreed that biopsies should be oriented such that the long axis of the colonic crypts is visualized and should be stained with hematoxylin and eosin. Histological items that the panel voted were appropriate to evaluate in ICIC included the degree of structural/architectural change, chronic inflammatory infiltrate, lamina propria and intraepithelial neutrophils, crypt abscesses and destruction, erosions/ulcerations, apoptosis, surface intraepithelial lymphocytosis, and subepithelial collagen thickness. The appropriateness of routine immunohistochemistry was uncertain. These expert recommendations will help standardize assessment of histological activity in patients with ICIC. The panel also identified the development and validation of an ICIC-specific histological index as a research priority.
Responsiveness of a Histologic Scoring System Compared With Peak Eosinophil Count in Eosinophilic Esophagitis
Ma, Christopher , Feagan, Brian G. , Guizzetti, Leonardo , Zou, Guangyong , McFarlane, Stefanie C., Shackelton, Lisa M. , Hirano, Ikuo , Rooij, Willemijn E. de , Pai, Rish K. , Dellon, Evan S. , Ma, C , Guizzetti, L , Zou, Guangyong , Jairath, Vipul , Collins, Margaret H. , Schaeffer, David F. , Bredenoord, Albert J.

American Journal of Gastroenterology | November 19, 2021 | Volume: 117 | Issue: 2 | Pages: 264-271

10.14309/ajg.0000000000001571 Get It

INTRODUCTION: The optimal instrument for assessing histologic disease activity in patients with eosinophilic esophagitis (EoE) is unclear. We assessed the responsiveness of the EoE Histologic Scoring System (EoE-HSS) when compared with that of the peak eosinophil count (PEC). METHODS: Histopathology slides were obtained from patients with EoE at baseline and after 8 weeks of treatment with swallowed topical budesonide or elimination diet. Two blinded gastrointestinal pathologists scored biopsies on the EoE-HSS, PEC, and 100-mm visual analog scale (VAS) of overall histologic severity. Change was defined as an improvement by ≥0.5 SD in baseline VAS. Responsiveness was quantified using the standardized effect size (SES) and the probability that the index distinguishes a patient with improvement from a patient without improvement, which is the area under the receiver operating characteristic curve (AUC). Longitudinal validity was assessed using Pearson correlations between changes in EoE-HSS and both PEC and VAS. RESULTS: The EoE-HSS grade (SES 2.18 [95% confidence interval, CI: 1.46–2.88]; AUC 0.73 [95% CI: 0.57–0.84]) and stage (SES 2.07 [95% CI: 1.37–2.77]; AUC 0.73 [95% CI: 0.58–0.84]) were highly responsive, similar to PEC (SES 1.44 [95% CI: 0.80–2.07]; AUC 0.73 [95% CI: 0.58–0.84]). The EoE-HSS grade and stage were more highly correlated with changes in VAS (grade 0.92 [95% CI: 0.86–0.95]; stage 0.89 [95% CI: 0.81–0.94]) than with changes in PEC (grade 0.74 [95% CI: 0.58–0.85]; stage 0.66 [95% CI: 0.47–0.80]). DISCUSSION: The EoE-HSS is highly responsive, performs similarly to PEC, and is better correlated with changes in overall histologic activity in patients with EoE.