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1.
J Immunother Cancer ; 12(4)2024 Apr 24.
Article En | MEDLINE | ID: mdl-38663935

We describe three cases of critical acute myositis with myocarditis occurring within 22 days of each other at a single institution, all within 1 month of receiving the initial cycle of the anti-PD-1 drug pembrolizumab. Analysis of T cell receptor repertoires from peripheral blood and tissues revealed a high degree of clonal expansion and public clones between cases, with several T cell clones expanded within the skeletal muscle putatively recognizing viral epitopes. All patients had recently received a COVID-19 mRNA booster vaccine prior to treatment and were positive for SARS-CoV2 Spike antibody. In conclusion, we report a series of unusually severe myositis and myocarditis following PD-1 blockade and the COVID-19 mRNA vaccination.


Antibodies, Monoclonal, Humanized , COVID-19 , Myocarditis , Myositis , SARS-CoV-2 , Humans , Myocarditis/chemically induced , Antibodies, Monoclonal, Humanized/adverse effects , Antibodies, Monoclonal, Humanized/therapeutic use , Myositis/chemically induced , COVID-19/prevention & control , COVID-19/immunology , Male , SARS-CoV-2/immunology , Female , Middle Aged , Aged , COVID-19 Vaccines/adverse effects , Immune Checkpoint Inhibitors/adverse effects , Immune Checkpoint Inhibitors/therapeutic use , Vaccination/adverse effects
2.
J Clin Pathol ; 76(10): 712-718, 2023 Oct.
Article En | MEDLINE | ID: mdl-35906044

AIMS: With increasing utility of digital pathology (DP), it is important to consider the experiences of histopathologists in training, particularly in view of the varied access to DP across a training region and the consequent need to remain competent in reporting on glass slides (GS), which is also relevant for the Fellowship of the Royal College of Pathologists part 2 examination. Understanding the impact of DP on training is limited but could aid development of guidance to support the transition. We sought to investigate the perceptions of histopathologists in training around the introduction of DP for clinical diagnosis within a training region, and the potential training benefits and challenges. METHODS: An anonymous online survey was circulated to 24 histopathologists in training within a UK training region, including a hospital which has been fully digitised since summer 2020. RESULTS: 19 of 24 histopathologists in training responded (79%). The results indicate that DP offers many benefits to training, including ease of access to cases to enhance individual learning and teaching in general. Utilisation of DP for diagnosis appears variable; almost half of the (10 of 19) respondents with DP experience using it only for ancillary purposes such as measurements, reporting varying levels of confidence in using DP clinically. For those yet to undergo the transition, there was a perceived anxiety regarding digital reporting despite experience with DP in other contexts. CONCLUSIONS: The survey evidences the need for provision of training and support for histopathologists in training during the transition to DP, and for consideration of their need to maintain competence and confidence with GS reporting.


Pathologists , Pathology, Clinical , Humans , Pathology, Clinical/methods , Image Interpretation, Computer-Assisted/methods , Surveys and Questionnaires , United Kingdom
3.
Nat Med ; 28(12): 2592-2600, 2022 12.
Article En | MEDLINE | ID: mdl-36526722

Treatment with immune checkpoint blockade (ICB) frequently triggers immune-related adverse events (irAEs), causing considerable morbidity. In 214 patients receiving ICB for melanoma, we observed increased severe irAE risk in minor allele carriers of rs16906115, intronic to IL7. We found that rs16906115 forms a B cell-specific expression quantitative trait locus (eQTL) to IL7 in patients. Patients carrying the risk allele demonstrate increased pre-treatment B cell IL7 expression, which independently associates with irAE risk, divergent immunoglobulin expression and more B cell receptor mutations. Consistent with the role of IL-7 in T cell development, risk allele carriers have distinct ICB-induced CD8+ T cell subset responses, skewing of T cell clonality and greater proportional repertoire occupancy by large clones. Finally, analysis of TCGA data suggests that risk allele carriers independently have improved melanoma survival. These observations highlight key roles for B cells and IL-7 in both ICB response and toxicity and clinical outcomes in melanoma.


Interleukin-7 , Melanoma , Humans , Interleukin-7/genetics , Interleukin-7/therapeutic use , Immune Checkpoint Inhibitors/adverse effects , Melanoma/drug therapy , Melanoma/genetics , CD8-Positive T-Lymphocytes , Genetic Variation
4.
Nat Commun ; 13(1): 4073, 2022 07 14.
Article En | MEDLINE | ID: mdl-35835762

Natural Killer cells are innate lymphocytes with central roles in immunosurveillance and are implicated in autoimmune pathogenesis. The degree to which regulatory variants affect Natural Killer cell gene expression is poorly understood. Here we perform expression quantitative trait locus mapping of negatively selected Natural Killer cells from a population of healthy Europeans (n = 245). We find a significant subset of genes demonstrate expression quantitative trait loci specific to Natural Killer cells and these are highly informative of human disease, in particular autoimmunity. A Natural Killer cell transcriptome-wide association study across five common autoimmune diseases identifies further novel associations at 27 genes. In addition to these cis observations, we find novel master-regulatory regions impacting expression of trans gene networks at regions including 19q13.4, the Killer cell Immunoglobulin-like Receptor region, GNLY, MC1R and UVSSA. Our findings provide new insights into the unique biology of Natural Killer cells, demonstrating markedly different expression quantitative trait loci from other immune cells, with implications for disease mechanisms.


Autoimmune Diseases , Transcriptome , Autoimmune Diseases/genetics , Autoimmunity/genetics , Carrier Proteins , Gene Expression Profiling , Genome-Wide Association Study , Humans , Killer Cells, Natural , Polymorphism, Single Nucleotide
5.
Sci Immunol ; 6(64): eabj8825, 2021 Oct.
Article En | MEDLINE | ID: mdl-34597125

The antitumor action of immune checkpoint blockade (ICB) is primarily mediated by CD8+ T cells. How sensitivity to ICB varies across CD8+ T cell subsets and clonotypes and the relationship of these with clinical outcome is unclear. To explore this, we used single-cell V(D)J and RNA-sequencing to track gene expression changes elicited by ICB across individual peripheral CD8+ T cell clones, identify baseline markers of CD8+ T cell clonal sensitivity, and chart how CD8+ T cell transcriptional changes vary according to phenotypic subset and clonal size. We identified seven subsets of CD8+ T cells with divergent reactivity to ICB and found that the cytotoxic effector subset showed the greatest number of differentially expressed genes while remaining stable in clonal size after ICB. At the level of CD8+ T cell clonotypes, we found a relationship between transcriptional changes and clone size, with large clones showing a greater number of differentially regulated genes enriched for pathways including T cell receptor (TCR) signaling. Cytotoxic CD8+ effector clones were more likely to persist following ICB and were more likely to correspond with public tumor-infiltrating lymphocyte clonotypes. Last, we demonstrated that individuals whose CD8+ T cell pretreatment showed low cytotoxicity and had fewer expanded clones typically had worse outcomes after ICB treatment. This work further advances understanding of the molecular determinants of ICB response, assisting in the search for peripheral prognostic biomarkers and highlighting the importance of the baseline CD8+ immune landscape in determining ICB response in metastatic melanoma.


Antibodies, Monoclonal, Humanized/pharmacology , CD8-Positive T-Lymphocytes/drug effects , Immune Checkpoint Inhibitors/pharmacology , Ipilimumab/pharmacology , Nivolumab/pharmacology , CD8-Positive T-Lymphocytes/immunology , Humans , Progression-Free Survival
6.
Br J Cancer ; 124(10): 1661-1669, 2021 05.
Article En | MEDLINE | ID: mdl-33723392

BACKGROUND: Immune checkpoint blockers (ICBs) activate CD8+ T cells, eliciting both anti-cancer activity and immune-related adverse events (irAEs). The relationship of irAEs with baseline parameters and clinical outcome is unclear. METHODS: Retrospective evaluation of irAEs on survival was performed across primary (N = 144) and secondary (N = 211) independent cohorts of patients with metastatic melanoma receiving single agent (pembrolizumab/nivolumab-sICB) or combination (nivolumab and ipilimumab-cICB) checkpoint blockade. RNA from pre-treatment and post-treatment CD8+ T cells was sequenced and differential gene expression according to irAE development assessed. RESULTS: 58.3% of patients developed early irAEs and this was associated with longer progression-free (PFS) and overall survival (OS) across both cohorts (log-rank test, OS: P < 0.0001). Median survival for patients without irAEs was 16.6 months (95% CI: 10.9-33.4) versus not-reached (P = 2.8 × 10-6). Pre-treatment monocyte and neutrophil counts, but not BMI, were additional predictors of clinical outcome. Differential expression of numerous gene pathway members was observed in CD8+ T cells according to irAE development, and patients not developing irAEs demonstrating upregulated CXCR1 pre- and post-treatment. CONCLUSIONS: Early irAE development post-ICB is associated with favourable survival in MM. Development of irAEs is coupled to expression of numerous gene pathways, suggesting irAE development in-part reflects baseline immune activation.


Autoimmune Diseases/chemically induced , CD8-Positive T-Lymphocytes/drug effects , Immune Checkpoint Inhibitors/adverse effects , Melanoma/drug therapy , Aged , Aged, 80 and over , Antineoplastic Agents, Immunological/adverse effects , Antineoplastic Agents, Immunological/therapeutic use , Autoimmune Diseases/diagnosis , Autoimmune Diseases/epidemiology , Autoimmune Diseases/genetics , Autoimmunity/drug effects , Autoimmunity/genetics , CD8-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/pathology , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Immune Checkpoint Inhibitors/therapeutic use , Immunotherapy/adverse effects , Male , Melanoma/immunology , Melanoma/mortality , Melanoma/pathology , Middle Aged , Neoplasm Metastasis , Prognosis , Progression-Free Survival , Retrospective Studies , Skin Neoplasms/drug therapy , Skin Neoplasms/immunology , Skin Neoplasms/mortality , Skin Neoplasms/pathology , Survival Analysis , Transcriptome/drug effects , Transcriptome/immunology , Treatment Outcome , United Kingdom/epidemiology
7.
Br J Cancer ; 122(10): 1467-1476, 2020 05.
Article En | MEDLINE | ID: mdl-32203215

BACKGROUND: Unsupervised learning methods, such as Hierarchical Cluster Analysis, are commonly used for the analysis of genomic platform data. Unfortunately, such approaches ignore the well-documented heterogeneous composition of prostate cancer samples. Our aim is to use more sophisticated analytical approaches to deconvolute the structure of prostate cancer transcriptome data, providing novel clinically actionable information for this disease. METHODS: We apply an unsupervised model called Latent Process Decomposition (LPD), which can handle heterogeneity within individual cancer samples, to genome-wide expression data from eight prostate cancer clinical series, including 1,785 malignant samples with the clinical endpoints of PSA failure and metastasis. RESULTS: We show that PSA failure is correlated with the level of an expression signature called DESNT (HR = 1.52, 95% CI = [1.36, 1.7], P = 9.0 × 10-14, Cox model), and that patients with a majority DESNT signature have an increased metastatic risk (X2 test, P = 0.0017, and P = 0.0019). In addition, we develop a stratification framework that incorporates DESNT and identifies three novel molecular subtypes of prostate cancer. CONCLUSIONS: These results highlight the importance of using more complex approaches for the analysis of genomic data, may assist drug targeting, and have allowed the construction of a nomogram combining DESNT with other clinical factors for use in clinical management.


Biomarkers, Tumor/blood , Gene Expression Profiling/statistics & numerical data , Prostatic Neoplasms/genetics , Transcriptome/genetics , Gene Expression Regulation, Neoplastic/genetics , Genomics/statistics & numerical data , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Progression-Free Survival , Proportional Hazards Models , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/pathology , Risk Assessment , Risk Factors
8.
Nat Med ; 26(2): 193-199, 2020 02.
Article En | MEDLINE | ID: mdl-32042196

Immune checkpoint blockade (ICB) of PD-1 and CTLA-4 to treat metastatic melanoma (MM) has variable therapeutic benefit. To explore this in peripheral samples, we characterized CD8+ T cell gene expression across a cohort of patients with MM receiving anti-PD-1 alone (sICB) or in combination with anti-CTLA-4 (cICB). Whereas CD8+ transcriptional responses to sICB and cICB involve a shared gene set, the magnitude of cICB response is over fourfold greater, with preferential induction of mitosis- and interferon-related genes. Early samples from patients with durable clinical benefit demonstrated overexpression of T cell receptor-encoding genes. By mapping T cell receptor clonality, we find that responding patients have more large clones (those occupying >0.5% of repertoire) post-treatment than non-responding patients or controls, and this correlates with effector memory T cell percentage. Single-cell RNA-sequencing of eight post-treatment samples demonstrates that large clones overexpress genes implicated in cytotoxicity and characteristic of effector memory T cells, including CCL4, GNLY and NKG7. The 6-month clinical response to ICB in patients with MM is associated with the large CD8+ T cell clone count 21 d after treatment and agnostic to clonal specificity, suggesting that post-ICB peripheral CD8+ clonality can provide information regarding long-term treatment response and, potentially, facilitate treatment stratification.


CD8-Positive T-Lymphocytes/cytology , CTLA-4 Antigen/immunology , Immunotherapy/methods , Melanoma/immunology , Melanoma/therapy , Adult , Antibodies/therapeutic use , Antigens, Differentiation, T-Lymphocyte/genetics , Cell Proliferation , Chemokine CCL4/genetics , Cohort Studies , Female , Gene Expression Profiling , Humans , Immune System , Male , Membrane Proteins/genetics , Middle Aged , Neoplasm Metastasis , Programmed Cell Death 1 Receptor/metabolism , Receptors, Antigen, T-Cell/genetics , Single-Cell Analysis , Young Adult
9.
Int J Surg Pathol ; 28(4): 367-370, 2020 Jun.
Article En | MEDLINE | ID: mdl-31847634

Counting intraepithelial lymphocytes (IELs) is a key part of the assessment of duodenal biopsies. Immunohistochemistry (IHC) for CD3 can aid identification of lymphocytes in this context, but it is not evident that counts on hematoxylin and eosin (H&E) and CD3 are comparable. This study aimed to compare the IEL counts in duodenal biopsies using H&E stains and CD3 IHC, and to examine the interobserver variability. Thirty-five paired H&E and CD3 sections were reviewed by 6 pathologists who counted the number of IELs per 100 enterocytes. The counts were categorized into groups: normal (<25 lymphocytes), mildly raised (25-40 lymphocytes), and markedly raised (>40 lymphocytes). CD3 IHC was associated with significantly higher IEL counts than H&E. Four cases with normal H&E counts had raised counts with CD3. There was moderate agreement between observers for both H&E and CD3. Lack of concordance between CD3 and H&E IEL counts suggests that counts derived from the 2 methods may not be comparable to each other and should not be considered equivalent. There was no significant improvement in interobserver variability with CD3 IHC.


CD3 Complex/analysis , Intraepithelial Lymphocytes/metabolism , Lymphocyte Count/methods , Adolescent , Adult , Aged , Aged, 80 and over , Biopsy , CD3 Complex/metabolism , Celiac Disease/diagnosis , Celiac Disease/pathology , Child , Child, Preschool , Coloring Agents/chemistry , Duodenum/cytology , Duodenum/pathology , Eosine Yellowish-(YS)/chemistry , Female , Hematoxylin/chemistry , Humans , Immunohistochemistry/methods , Intestinal Mucosa/cytology , Intestinal Mucosa/pathology , Intraepithelial Lymphocytes/immunology , Male , Middle Aged , Observer Variation , Staining and Labeling/methods , Young Adult
10.
Eur Urol Focus ; 4(6): 842-850, 2018 12.
Article En | MEDLINE | ID: mdl-28753852

BACKGROUND: A critical problem in the clinical management of prostate cancer is that it is highly heterogeneous. Accurate prediction of individual cancer behaviour is therefore not achievable at the time of diagnosis leading to substantial overtreatment. It remains an enigma that, in contrast to breast cancer, unsupervised analyses of global expression profiles have not currently defined robust categories of prostate cancer with distinct clinical outcomes. OBJECTIVE: To devise a novel classification framework for human prostate cancer based on unsupervised mathematical approaches. DESIGN, SETTING, AND PARTICIPANTS: Our analyses are based on the hypothesis that previous attempts to classify prostate cancer have been unsuccessful because individual samples of prostate cancer frequently have heterogeneous compositions. To address this issue, we applied an unsupervised Bayesian procedure called Latent Process Decomposition to four independent prostate cancer transcriptome datasets obtained using samples from prostatectomy patients and containing between 78 and 182 participants. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Biochemical failure was assessed using log-rank analysis and Cox regression analysis. RESULTS AND LIMITATIONS: Application of Latent Process Decomposition identified a common process in all four independent datasets examined. Cancers assigned to this process (designated DESNT cancers) are characterized by low expression of a core set of 45 genes, many encoding proteins involved in the cytoskeleton machinery, ion transport, and cell adhesion. For the three datasets with linked prostate-specific antigen failure data following prostatectomy, patients with DESNT cancer exhibited poor outcome relative to other patients (p=2.65×10-5, p=4.28×10-5, and p=2.98×10-8). When these three datasets were combined the independent predictive value of DESNT membership was p=1.61×10-7 compared with p=1.00×10-5 for Gleason sum. A limitation of the study is that only prediction of prostate-specific antigen failure was examined. CONCLUSIONS: Our results demonstrate the existence of a novel poor prognosis category of human prostate cancer and will assist in the targeting of therapy, helping avoid treatment-associated morbidity in men with indolent disease. PATIENT SUMMARY: Prostate cancer, unlike breast cancer, does not have a robust classification framework. We propose that this failure has occurred because prostate cancer samples selected for analysis frequently have heterozygous compositions (individual samples are made up of many different parts that each have different characteristics). Applying a mathematical approach that can overcome this problem we identify a novel poor prognosis category of human prostate cancer called DESNT.


Neoplasm Recurrence, Local/epidemiology , Prostatic Neoplasms/genetics , Bayes Theorem , Cell Adhesion/genetics , Cytoskeleton/genetics , Gene Expression Profiling , Humans , Ion Transport/genetics , Kallikreins/blood , Male , Neoplasm Recurrence, Local/blood , Prognosis , Proportional Hazards Models , Prostate-Specific Antigen/blood , Prostatectomy , Prostatic Neoplasms/classification , Prostatic Neoplasms/surgery
11.
Case Rep Pathol ; 2017: 9236780, 2017.
Article En | MEDLINE | ID: mdl-28261513

Primary clear cell microcystic adenoma of the sinonasal cavity is rare. It has previously been described only as a VHL-associated tumour. Von Hippel-Lindau (VHL) syndrome is an inherited cancer syndrome characterised by an elevated risk of neoplasia including clear cell renal cell carcinoma (ccRCC), haemangioblastoma, and phaeochromocytoma. We describe the second reported case of a primary clear cell microcystic adenoma of the sinonasal cavity. The 39-year-old patient with VHL syndrome had previously undergone resection and ablation of ccRCC. He presented with epistaxis. Imaging demonstrated a mass in the ethmoid sinus. Initial clinical suspicion was of metastatic ccRCC. However, tumour morphology and immunoprofile were distinct from the previous ccRCC and supported a diagnosis of primary microcystic adenoma. Analysis of DNA extracted from sinonasal tumour tissue did not show loss of the wild-type allele at the VHL locus. Although this did not support tumour association with VHL disease, it was not possible to look for a loss-of-function mutation. The association of primary microcystic adenoma of the sinonasal cavity with VHL disease remains speculative. These lesions are benign but are likely to require regular surveillance. Such tumours may require repeated surgical excision.

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