Multispectral imaging of formalin-fixed tissue predicts ability to generate tumor-infiltrating lymphocytes from melanoma
被引:104
作者:
Feng, Zipei
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Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Oregon Hlth & Sci Univ, Dept Canc Biol, Portland, OR 97201 USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Feng, Zipei
[1
,2
]
Puri, Sachin
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机构:
Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Puri, Sachin
[1
]
Moudgil, Tarsem
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Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Moudgil, Tarsem
[1
]
Wood, William
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Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Wood, William
[1
]
Hoyt, Clifford C.
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PerkinElmer, Waltham, MA USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Hoyt, Clifford C.
[3
]
Wang, Chichung
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PerkinElmer, Waltham, MA USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Wang, Chichung
[3
]
Urba, Walter J.
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Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Urba, Walter J.
[1
]
Curti, Brendan D.
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Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Curti, Brendan D.
[1
]
Bifulco, Carlo B.
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机构:
Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Providence Portland Reg Lab, Portland, OR USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Bifulco, Carlo B.
[1
,4
]
Fox, Bernard A.
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机构:
Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Oregon Hlth & Sci Univ, Dept Mol Microbiol & Immunol, Portland, OR 97201 USA
UbiVac, Portland, OR USAProvidence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
Fox, Bernard A.
[1
,5
,6
]
机构:
[1] Providence Portland Med Ctr, Robert W Franz Canc Res Ctr, Earle A Chiles Res Inst, Providence Canc Ctr, 4805 NE Glisan St, Portland, OR 97213 USA
[2] Oregon Hlth & Sci Univ, Dept Canc Biol, Portland, OR 97201 USA
[3] PerkinElmer, Waltham, MA USA
[4] Providence Portland Reg Lab, Portland, OR USA
[5] Oregon Hlth & Sci Univ, Dept Mol Microbiol & Immunol, Portland, OR 97201 USA
Background: Adoptive T cell therapy (ACT) has shown great promise in melanoma, with over 50 % response rate in patients where autologous tumor-reactive tumor-infiltrating lymphocytes (TIL) can be cultured and expanded. A major limitation of ACT is the inability to generate or expand autologous tumor-reactive TIL in 25-45 % of patients tested. Methods that successfully identify tumors that are not suitable for TIL generation by standard methods would eliminate the costs of fruitless expansion and enable these patients to receive alternate therapy immediately. Methods: Multispectral fluorescent immunohistochemistry with a panel including CD3, CD8, FoxP3, CD163, PD-L1 was used to analyze the tumor microenvironment in 17 patients with melanoma among our 36-patient cohort to predict successful TIL generation. Additionally, we compared tumor fragments and enzymatic digestion of tumor samples for efficiency in generating tumor-reactive TIL. Results: Tumor-reactive TIL were generated from 21/36 (58 %) of melanomas and for 12/13 (92 %) tumors where both enzymatic and fragment methods were compared. TIL generation was successful in 10/13 enzymatic preparations and in 10/13 fragment cultures; combination of both methods resulted in successful generation of autologous tumor-reactive TIL in 12/13 patients. In 17 patients for whom tissue blocks were available, IHC analysis identified that while the presence of CD8(+) T cells alone was insufficient to predict successful TIL generation, the CD8(+) to FoxP3(+) ratio was predictive with a positive-predictive value (PPV) of 91 % and negative-predictive value (NPV) of 86 %. Incorporation of CD163(+) macrophage numbers and CD8: PD-L1 ratio did not improve the PPV. However, the NPV could be improved to 100 % by including the ratio of CD8(+):PD-L1(+) expressing cells. Conclusion: This is the first study to apply 7-color multispectral immunohistochemistry to analyze the immune environment of tumors from patients with melanoma. Assessment of the data using unsupervised hierarchical clustering identified tumors from which we were unable to generate TIL. If substantiated, this immune profile could be applied to select patients for TIL generation. Additionally, this biomarker profile may also indicate a pre-existing immune response, and serve as a predictive biomarker of patients who will respond to checkpoint blockade. We postulate that expanding the spectrum of inhibitory cells and molecules assessed using this technique could guide combination immunotherapy treatments and improve response rates.
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Univ Texas MD Anderson Canc Ctr, Univ Texas Hlth Sci Ctr, Immunol Program, Grad Sch Biomed Sci, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Chacon, Jessica Ann
Sarnaik, Amod A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Sarnaik, Amod A.
Chen, Jie Qing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Lion Biotechnol, Los Angeles, CA USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Chen, Jie Qing
Creasy, Caitlin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Creasy, Caitlin
Kale, Charuta
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h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Kale, Charuta
Robinson, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Robinson, John
Weber, Jeffrey
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Weber, Jeffrey
Hwu, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Univ Texas MD Anderson Canc Ctr, Univ Texas Hlth Sci Ctr, Immunol Program, Grad Sch Biomed Sci, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Hwu, Patrick
Pilon-Thomas, Shari
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Pilon-Thomas, Shari
Radvanyi, Laszlo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Univ Texas MD Anderson Canc Ctr, Univ Texas Hlth Sci Ctr, Immunol Program, Grad Sch Biomed Sci, Houston, TX 77054 USA
Univ S Florida, H Lee Moffitt Canc Ctr, Dept Immunol, Tampa, FL 33682 USA
Lion Biotechnol, Los Angeles, CA USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
机构:
Earle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Oregon Hlth & Sci Univ, Dept Mol Microbiol & Immunol, Portland, OR 97201 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Church, Sarah E.
Jensen, Shawn M.
论文数: 0引用数: 0
h-index: 0
机构:
Earle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Jensen, Shawn M.
Antony, Paul A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Med, Dept Microbiol & Immunol, Ctr Canc, Baltimore, MD 21201 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Antony, Paul A.
Restifo, Nicholas P.
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Surg Branch, NIH, Bethesda, MD 20892 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Restifo, Nicholas P.
Fox, Bernard A.
论文数: 0引用数: 0
h-index: 0
机构:
Earle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Oregon Hlth & Sci Univ, Dept Mol Microbiol & Immunol, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Univ Texas MD Anderson Canc Ctr, Univ Texas Hlth Sci Ctr, Immunol Program, Grad Sch Biomed Sci, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Chacon, Jessica Ann
Sarnaik, Amod A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Sarnaik, Amod A.
Chen, Jie Qing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Lion Biotechnol, Los Angeles, CA USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Chen, Jie Qing
Creasy, Caitlin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Creasy, Caitlin
Kale, Charuta
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Kale, Charuta
Robinson, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Robinson, John
Weber, Jeffrey
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Weber, Jeffrey
Hwu, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Univ Texas MD Anderson Canc Ctr, Univ Texas Hlth Sci Ctr, Immunol Program, Grad Sch Biomed Sci, Houston, TX 77054 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Hwu, Patrick
Pilon-Thomas, Shari
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, H Lee Moffitt Canc Ctr, Donald A Adam Comprehens Melanoma Res Ctr, Tampa, FL 33682 USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Pilon-Thomas, Shari
Radvanyi, Laszlo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
Univ Texas MD Anderson Canc Ctr, Univ Texas Hlth Sci Ctr, Immunol Program, Grad Sch Biomed Sci, Houston, TX 77054 USA
Univ S Florida, H Lee Moffitt Canc Ctr, Dept Immunol, Tampa, FL 33682 USA
Lion Biotechnol, Los Angeles, CA USAUniv Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
机构:
Earle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Oregon Hlth & Sci Univ, Dept Mol Microbiol & Immunol, Portland, OR 97201 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Church, Sarah E.
Jensen, Shawn M.
论文数: 0引用数: 0
h-index: 0
机构:
Earle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Jensen, Shawn M.
Antony, Paul A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Med, Dept Microbiol & Immunol, Ctr Canc, Baltimore, MD 21201 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Antony, Paul A.
Restifo, Nicholas P.
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Surg Branch, NIH, Bethesda, MD 20892 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Restifo, Nicholas P.
Fox, Bernard A.
论文数: 0引用数: 0
h-index: 0
机构:
Earle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA
Oregon Hlth & Sci Univ, Dept Mol Microbiol & Immunol, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USAEarle A Chiles Res Inst, Lab Mol & Tumor Immunol, Robert W Franz Canc Res Ctr, Providence Canc Ctr, Portland, OR 97213 USA