Skip to main content
Erschienen in: Journal of Neuro-Oncology 3/2023

27.09.2023 | Research

Characterizing T-cell dysfunction and exclusion signatures in malignant peripheral nerve sheath tumors reveals susceptibilities to immunotherapy

verfasst von: Archis R. Bhandarkar, Shaan Bhandarkar, Dusica Babovic-Vuksanovic, Ian F. Parney, Robert J. Spinner

Erschienen in: Journal of Neuro-Oncology | Ausgabe 3/2023

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Malignant peripheral nerve sheath tumors (MPNSTs) are malignant tumors that arise from peripheral nerves and are the leading cause of mortality in Neurofibromatosis Type 1 (NF1). In this study, we characterized whether transcriptomic signatures of T-cell dysfunction (TCD) and exclusion (TCE) that inversely correlate with response to immune checkpoint blockade (ICB) immunotherapy exist in MPNSTs.

Methods

MPNST transcriptomes were pooled from Gene Expression Omnibus (GEO). For each sample, a tumor immune dysfunction and exclusion (TIDE) score, TCD and TCE subscores, and cytotoxic T-cell(CTL) level were calculated. In the TIDE predictive algorithm, tumors are predicted to have an ICB response if they are either immunologically hot (CTL-high) without TCD or immunologically cold (CTL-low) without TCE. TIDE scores greater than zero correspond with ICB nonresponse.

Results

73 MPNST samples met inclusion criteria, including 50 NF1-associated MPNSTs (68.5%). The average TIDE score was + 0.41 (SD = 1.16) with 22 (30.1%) predicted ICB responders. 11 samples were CTL-high (15.1%) with an average TCD score of + 0.99 (SD = 0.63). Among 62 CTL-low tumors, 21 were predicted to have ICB response with an average TCE score of + 0.31(SD = 1.20). Age(p = 0.18), sex(p = 0.41), NF1 diagnosis (p = 0.17), and PRC2 loss(p = 0.29) were not associated with ICB responder status.

Conclusions

Transcriptomic analysis of TCD and TCE signatures in MPNST samples reveals that a select subset of patients with MPNSTs may benefit from ICB immunotherapy.
Literatur
1.
2.
Zurück zum Zitat Pemov A, Li H, Presley W, Wallace MR, Miller DT (2020) Genetics of human malignant peripheral nerve sheath tumors. Neurooncol Adv 2(Suppl 1):i50–i61PubMed Pemov A, Li H, Presley W, Wallace MR, Miller DT (2020) Genetics of human malignant peripheral nerve sheath tumors. Neurooncol Adv 2(Suppl 1):i50–i61PubMed
4.
Zurück zum Zitat de Blank PMK, Gross AM, Akshintala S et al (2022) MEK inhibitors for neurofibromatosis type 1 manifestations: clinical evidence and consensus. Neuro Oncol 24(11):1845–1856CrossRefPubMedPubMedCentral de Blank PMK, Gross AM, Akshintala S et al (2022) MEK inhibitors for neurofibromatosis type 1 manifestations: clinical evidence and consensus. Neuro Oncol 24(11):1845–1856CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Larribère L, Utikal J (2019) Stem cell-derived models of neural crest are essential to Understand Melanoma Progression and Therapy Resistance. Front Mol Neurosci 12:111CrossRefPubMedPubMedCentral Larribère L, Utikal J (2019) Stem cell-derived models of neural crest are essential to Understand Melanoma Progression and Therapy Resistance. Front Mol Neurosci 12:111CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Jiang P, Gu S, Pan D et al (2018) Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response. Nat Med 24(10):1550–1558CrossRefPubMedPubMedCentral Jiang P, Gu S, Pan D et al (2018) Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response. Nat Med 24(10):1550–1558CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Auslander N, Zhang G, Lee JS et al (2018) Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma. Nat Med 24(10):1545–1549CrossRefPubMedPubMedCentral Auslander N, Zhang G, Lee JS et al (2018) Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma. Nat Med 24(10):1545–1549CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Suppiah S, Mansouri S, Mamatjan Y et al (2023) Multiplatform molecular profiling uncovers two subgroups of malignant peripheral nerve sheath tumors with distinct therapeutic vulnerabilities. Nat Commun 14(1):2696CrossRefPubMedPubMedCentral Suppiah S, Mansouri S, Mamatjan Y et al (2023) Multiplatform molecular profiling uncovers two subgroups of malignant peripheral nerve sheath tumors with distinct therapeutic vulnerabilities. Nat Commun 14(1):2696CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Wu LMN, Zhang F, Rao R et al (2022) Single-cell multiomics identifies clinically relevant mesenchymal stem-like cells and key regulators for MPNST malignancy. Sci Adv 8(44):eabo5442CrossRefPubMedPubMedCentral Wu LMN, Zhang F, Rao R et al (2022) Single-cell multiomics identifies clinically relevant mesenchymal stem-like cells and key regulators for MPNST malignancy. Sci Adv 8(44):eabo5442CrossRefPubMedPubMedCentral
11.
12.
Zurück zum Zitat Kochat V, Raman AT, Landers SM et al (2021) Enhancer reprogramming in PRC2-deficient malignant peripheral nerve sheath tumors induces a targetable de-differentiated state. Acta Neuropathol 142(3):565–590CrossRefPubMed Kochat V, Raman AT, Landers SM et al (2021) Enhancer reprogramming in PRC2-deficient malignant peripheral nerve sheath tumors induces a targetable de-differentiated state. Acta Neuropathol 142(3):565–590CrossRefPubMed
13.
Zurück zum Zitat Kohlmeyer JL, Kaemmer CA, Pulliam C et al (2020) RABL6A is an essential driver of MPNSTs that negatively regulates the RB1 pathway and sensitizes Tumor cells to CDK4/6 inhibitors. Clin Cancer Res 26(12):2997–3011CrossRefPubMedPubMedCentral Kohlmeyer JL, Kaemmer CA, Pulliam C et al (2020) RABL6A is an essential driver of MPNSTs that negatively regulates the RB1 pathway and sensitizes Tumor cells to CDK4/6 inhibitors. Clin Cancer Res 26(12):2997–3011CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Hugo W, Zaretsky JM, Sun L et al (2017) Genomic and transcriptomic features of response to Anti-PD-1 therapy in metastatic melanoma. Cell 168(3):542CrossRefPubMed Hugo W, Zaretsky JM, Sun L et al (2017) Genomic and transcriptomic features of response to Anti-PD-1 therapy in metastatic melanoma. Cell 168(3):542CrossRefPubMed
15.
Zurück zum Zitat Van Allen EM, Miao D, Schilling B et al (2015) Genomic correlates of response to CTLA-4 blockade in metastatic melanoma. Science 350(6257):207–211CrossRefPubMedPubMedCentral Van Allen EM, Miao D, Schilling B et al (2015) Genomic correlates of response to CTLA-4 blockade in metastatic melanoma. Science 350(6257):207–211CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Shurell E, Singh AS, Crompton JG et al (2016) Characterizing the immune microenvironment of malignant peripheral nerve sheath tumor by PD-L1 expression and presence of CD8 + tumor infiltrating lymphocytes. Oncotarget 7(39):64300–64308CrossRefPubMedPubMedCentral Shurell E, Singh AS, Crompton JG et al (2016) Characterizing the immune microenvironment of malignant peripheral nerve sheath tumor by PD-L1 expression and presence of CD8 + tumor infiltrating lymphocytes. Oncotarget 7(39):64300–64308CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Larson K, Russ A, Arif-Tiwari H et al (2022) Pembrolizumab achieves a complete response in an NF-1 mutated, PD-L1 positive malignant peripheral nerve sheath tumor: a Case Report and Review of the Benchmarks. J Immunother 45(4):222–226CrossRefPubMed Larson K, Russ A, Arif-Tiwari H et al (2022) Pembrolizumab achieves a complete response in an NF-1 mutated, PD-L1 positive malignant peripheral nerve sheath tumor: a Case Report and Review of the Benchmarks. J Immunother 45(4):222–226CrossRefPubMed
18.
Zurück zum Zitat Davis LE, Nicholls LA, Babiker HM, Liau J, Mahadevan D (2019) PD-1 inhibition achieves a complete metabolic response in a patient with malignant peripheral nerve sheath tumor. Cancer Immunol Res 7(9):1396–1400CrossRefPubMed Davis LE, Nicholls LA, Babiker HM, Liau J, Mahadevan D (2019) PD-1 inhibition achieves a complete metabolic response in a patient with malignant peripheral nerve sheath tumor. Cancer Immunol Res 7(9):1396–1400CrossRefPubMed
19.
Zurück zum Zitat Özdemir BC, Bohanes P, Bisig B et al (2019) Deep response to Anti-PD-1 therapy of metastatic neurofibromatosis type 1-Associated Malignant Peripheral nerve sheath tumor with amplification. JCO Precis Oncol 3:1–6PubMed Özdemir BC, Bohanes P, Bisig B et al (2019) Deep response to Anti-PD-1 therapy of metastatic neurofibromatosis type 1-Associated Malignant Peripheral nerve sheath tumor with amplification. JCO Precis Oncol 3:1–6PubMed
20.
Zurück zum Zitat Martin E, Lamba N, Flucke UE et al (2019) Non-cytotoxic systemic treatment in malignant peripheral nerve sheath tumors (MPNST): a systematic review from bench to bedside. Crit Rev Oncol Hematol 138:223–232CrossRefPubMed Martin E, Lamba N, Flucke UE et al (2019) Non-cytotoxic systemic treatment in malignant peripheral nerve sheath tumors (MPNST): a systematic review from bench to bedside. Crit Rev Oncol Hematol 138:223–232CrossRefPubMed
21.
Zurück zum Zitat Saerens M, Brusselaers N, Rottey S, Decruyenaere A, Creytens D, Lapeire L (2021) Immune checkpoint inhibitors in treatment of soft-tissue sarcoma: a systematic review and meta-analysis. Eur J Cancer 152:165–182CrossRefPubMed Saerens M, Brusselaers N, Rottey S, Decruyenaere A, Creytens D, Lapeire L (2021) Immune checkpoint inhibitors in treatment of soft-tissue sarcoma: a systematic review and meta-analysis. Eur J Cancer 152:165–182CrossRefPubMed
22.
Zurück zum Zitat Yun S, Vincelette ND, Green MR, Wahner Hendrickson AE, Abraham I (2016) Targeting immune checkpoints in unresectable metastatic cutaneous melanoma: a systematic review and meta-analysis of anti-CTLA-4 and anti-PD-1 agents trials. Cancer Med 5(7):1481–1491CrossRefPubMedPubMedCentral Yun S, Vincelette ND, Green MR, Wahner Hendrickson AE, Abraham I (2016) Targeting immune checkpoints in unresectable metastatic cutaneous melanoma: a systematic review and meta-analysis of anti-CTLA-4 and anti-PD-1 agents trials. Cancer Med 5(7):1481–1491CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Petrelli F, Ghidini M, Ghidini A, Tomasello G (2020) Outcomes following Immune checkpoint inhibitor treatment of patients with microsatellite instability-high cancers: a systematic review and Meta-analysis. JAMA Oncol 6(7):1068–1071CrossRefPubMed Petrelli F, Ghidini M, Ghidini A, Tomasello G (2020) Outcomes following Immune checkpoint inhibitor treatment of patients with microsatellite instability-high cancers: a systematic review and Meta-analysis. JAMA Oncol 6(7):1068–1071CrossRefPubMed
24.
Zurück zum Zitat Burr ML, Sparbier CE, Chan KL et al (2019) An evolutionarily conserved function of polycomb silences the MHC Class I Antigen Presentation Pathway and enables Immune Evasion in Cancer. Cancer Cell 36(4):385–401e8CrossRefPubMedPubMedCentral Burr ML, Sparbier CE, Chan KL et al (2019) An evolutionarily conserved function of polycomb silences the MHC Class I Antigen Presentation Pathway and enables Immune Evasion in Cancer. Cancer Cell 36(4):385–401e8CrossRefPubMedPubMedCentral
Metadaten
Titel
Characterizing T-cell dysfunction and exclusion signatures in malignant peripheral nerve sheath tumors reveals susceptibilities to immunotherapy
verfasst von
Archis R. Bhandarkar
Shaan Bhandarkar
Dusica Babovic-Vuksanovic
Ian F. Parney
Robert J. Spinner
Publikationsdatum
27.09.2023
Verlag
Springer US
Erschienen in
Journal of Neuro-Oncology / Ausgabe 3/2023
Print ISSN: 0167-594X
Elektronische ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-023-04467-4

Weitere Artikel der Ausgabe 3/2023

Journal of Neuro-Oncology 3/2023 Zur Ausgabe

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Nicht Creutzfeldt Jakob, sondern Abführtee-Vergiftung

29.05.2024 Hyponatriämie Nachrichten

Eine ältere Frau trinkt regelmäßig Sennesblättertee gegen ihre Verstopfung. Der scheint plötzlich gut zu wirken. Auf Durchfall und Erbrechen folgt allerdings eine Hyponatriämie. Nach deren Korrektur kommt es plötzlich zu progredienten Kognitions- und Verhaltensstörungen.

Schutz der Synapsen bei Alzheimer

29.05.2024 Morbus Alzheimer Nachrichten

Mit einem Neurotrophin-Rezeptor-Modulator lässt sich möglicherweise eine bestehende Alzheimerdemenz etwas abschwächen: Erste Phase-2-Daten deuten auf einen verbesserten Synapsenschutz.

Sozialer Aufstieg verringert Demenzgefahr

24.05.2024 Demenz Nachrichten

Ein hohes soziales Niveau ist mit die beste Versicherung gegen eine Demenz. Noch geringer ist das Demenzrisiko für Menschen, die sozial aufsteigen: Sie gewinnen fast zwei demenzfreie Lebensjahre. Umgekehrt steigt die Demenzgefahr beim sozialen Abstieg.

Hirnblutung unter DOAK und VKA ähnlich bedrohlich

17.05.2024 Direkte orale Antikoagulanzien Nachrichten

Kommt es zu einer nichttraumatischen Hirnblutung, spielt es keine große Rolle, ob die Betroffenen zuvor direkt wirksame orale Antikoagulanzien oder Marcumar bekommen haben: Die Prognose ist ähnlich schlecht.

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.