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1.
Cancer Immunol Res ; 10(3): 303-313, 2022 03 01.
Article in English | MEDLINE | ID: mdl-35013003

ABSTRACT

Cancer immunotherapy can result in lasting tumor regression, but predictive biomarkers of treatment response remain ill-defined. Here, we performed single-cell proteomics, transcriptomics, and genomics on matched untreated and IL2 injected metastases from patients with melanoma. Lesions that completely regressed following intralesional IL2 harbored increased fractions and densities of nonproliferating CD8+ T cells lacking expression of PD-1, LAG-3, and TIM-3 (PD-1-LAG-3-TIM-3-). Untreated lesions from patients who subsequently responded with complete eradication of all tumor cells in all injected lesions (individuals referred to herein as "extreme responders") were characterized by proliferating CD8+ T cells with an exhausted phenotype (PD-1+LAG-3+TIM-3+), stromal B-cell aggregates, and expression of IFNγ and IL2 response genes. Loss of membranous MHC class I expression in tumor cells of untreated lesions was associated with resistance to IL2 therapy. We validated this finding in an independent cohort of metastatic melanoma patients treated with intralesional or systemic IL2. Our study suggests that intact tumor-cell antigen presentation is required for melanoma response to IL2 and describes a multidimensional and spatial approach to develop immuno-oncology biomarker hypotheses using routinely collected clinical biospecimens.


Subject(s)
Interleukin-2 , Melanoma , Hepatitis A Virus Cellular Receptor 2 , Humans , Immunotherapy/methods , Interleukin-2/therapeutic use , Melanoma/drug therapy , Melanoma/genetics , Melanoma/pathology , Programmed Cell Death 1 Receptor/metabolism
2.
Cell Death Differ ; 29(4): 806-817, 2022 04.
Article in English | MEDLINE | ID: mdl-34754079

ABSTRACT

Cancer cells' ability to inhibit apoptosis is key to malignant transformation and limits response to therapy. Here, we performed multiplexed immunofluorescence analysis on tissue microarrays with 373 cores from 168 patients, segmentation of 2.4 million individual cells, and quantification of 18 cell lineage and apoptosis proteins. We identified an enrichment for BCL2 in immune, and BAK, SMAC, and XIAP in cancer cells. Ordinary differential equation-based modeling of apoptosis sensitivity at single-cell resolution was conducted and an atlas of inter- and intra-tumor heterogeneity in apoptosis susceptibility generated. Systems modeling at single-cell resolution identified an enhanced sensitivity of cancer cells to mitochondrial permeabilization and executioner caspase activation compared to immune and stromal cells, but showed significant inter- and intra-tumor heterogeneity.


Subject(s)
Colorectal Neoplasms , X-Linked Inhibitor of Apoptosis Protein , Apoptosis/physiology , Colorectal Neoplasms/metabolism , Humans , Mitochondria/metabolism , Mitochondrial Proteins/metabolism , X-Linked Inhibitor of Apoptosis Protein/metabolism
3.
Histopathology ; 64(2): 242-55, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24330149

ABSTRACT

AIMS: Multiplexed immunofluorescence is a powerful tool for validating multigene assays and understanding the complex interplay of proteins implicated in breast cancer within a morphological context. We describe a novel technology for imaging an extended panel of biomarkers on a single, formalin-fixed paraffin-embedded breast sample and evaluating biomarker interaction at a single-cell level, and demonstrate proof-of-concept on a small set of breast tumours, including those which co-express hormone receptors with Her2/neu and Ki-67. METHODS AND RESULTS: Using a microfluidic flow cell, reagent exchange was automated and consisted of serial rounds of staining with dye-conjugated antibodies, imaging and chemical deactivation. A two-step antigen retrieval process was developed to satisfy all epitopes simultaneously, and key parameters were optimized. The imaging sequence was applied to seven breast tumours, and compared with conventional immunohistochemistry. Single-cell correlation analysis was performed with automated image processing. CONCLUSIONS: We have described a novel platform for evaluating biomarker co-localization. Expression in multiplexed images is consistent with conventional immunohistochemistry. Automation reduces inconsistencies in staining and positional shifts, while the fluorescent dye cycling approach dramatically expands the number of biomarkers which can be visualized and quantified on a single tissue section.


Subject(s)
Biomarkers, Tumor/metabolism , Breast Neoplasms/diagnosis , Breast/metabolism , Fluorescent Antibody Technique/methods , Immunohistochemistry/methods , Breast/pathology , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Female , Humans
4.
Opt Express ; 16(12): 8670-7, 2008 Jun 09.
Article in English | MEDLINE | ID: mdl-18545580

ABSTRACT

A simple image-based autofocusing scheme for digital microscopy is demonstrated that uses as few as two intermediate images to bring the sample into focus. The algorithm is adapted to a commercial inverted microscope and used to automate brightfield and fluorescence imaging of histopathology tissue sections.


Subject(s)
Algorithms , Artificial Intelligence , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Microscopy, Fluorescence/methods , Pattern Recognition, Automated/methods , Signal Processing, Computer-Assisted
5.
Appl Opt ; 44(36): 7714-21, 2005 Dec 20.
Article in English | MEDLINE | ID: mdl-16381517

ABSTRACT

We describe the design and operation of a long-working-distance, incoherent light interference microscope that has been developed to address the growing demand for new microsystem characterization tools. The design of the new microscope is similar to that of a Linnik interference microscope and thus preserves the full working distance of the long-working-distance objectives utilized. However, in contrast to a traditional Linnik microscope, the new microscope does not rely on the use of matched objectives in the sample and the reference arms of the interferometer. An adjustable optical configuration has been devised that allows the total optical path length, wavefront curvature, and dispersion of the reference arm to be matched to the sample arm of the interferometer. The reference arm configuration can be adjusted to provide matching for 5x, 10x, and 20x long-working-distance objectives in the sample arm. In addition to retaining the full working distance of the sample arm objectives, the new design allows interference images to be acquired in situations in which intervening windows are necessary, such as occur with packaged microsystems, microfluidic devices, and cryogenic, vacuum, or environmental chamber studies of microsystem performance. The interference microscope is compatible with phase-shifting interferometry, vertical scanning interferometry, and stroboscopic measurement of dynamic processes.


Subject(s)
Image Enhancement/instrumentation , Microscopy, Interference/instrumentation , Tomography, Optical Coherence/instrumentation , Equipment Design , Equipment Failure Analysis , Image Enhancement/methods , Microscopy, Interference/methods , Tomography, Optical Coherence/methods
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