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BIOMARKER:

TMB-L

i
Other names: TMB | Tumor Mutational Burden
Related biomarkers:
1d
Integration of bulk and single-cell RNA-seq reveals prognostic gene signatures in patients with bladder cancer treated with immune checkpoint inhibitors. (PubMed, Cancer Immunol Immunother)
This study demonstrated the prognostic significance of the BC-GS in patients with BC treated with ICI. The combined assessment of the BC-GS and TMB may provide a sophisticated prognostic approach to enhance patient stratification for ICI treatment in BC.
Journal • Checkpoint inhibition • Tumor mutational burden • Gene Signature • IO biomarker
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PD-L1 (Programmed death ligand 1) • TMB (Tumor Mutational Burden) • CD8 (cluster of differentiation 8) • CD4 (CD4 Molecule)
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TMB-L
4d
Epigenetic Therapies. (PubMed, Cold Spring Harb Perspect Med)
The most well-studied and clinically advanced epigenetic-targeted therapies include azacitidine and decitabine, which inhibit DNA methylation through competitive inhibition of the enzymatic activity of the DNA methyltransferase family enzymes. Small molecules that disrupt oncogenic fusion protein activity and their associated chromatin complexes have demonstrated remarkable promise, and this approach has become the standard treatment for a subset of leukemias driven by the PML-RARA oncogenic fusion protein. A deeper understanding of the mechanisms that drive epigenetic dysregulation in pediatric cancer may hold the key to future success in this field, as the landscape of druggable epigenetic targets is also expanding.
Journal • Tumor mutational burden
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TMB (Tumor Mutational Burden) • PML (Promyelocytic Leukemia)
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TMB-L
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azacitidine • decitabine
4d
Altered TP53, CDKN2A, ATM, EPHA7, POT1, CHEK1, GRIN2A, and EGFR Predict Shorter Survival in Penile Squamous Cell Carcinoma. (PubMed, Mod Pathol)
We detected 160 alterations with potential treatment implications, with 21.2% of samples showing alterations in the homologous recombination pathway. To the best of our knowledge, this study describes the largest cohort of pSCC with complex molecular-pathological, clinical, and prognostic analysis correlating with prognosis.
Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
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EGFR (Epidermal growth factor receptor) • PD-L1 (Programmed death ligand 1) • TP53 (Tumor protein P53) • PIK3CA (Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) • TMB (Tumor Mutational Burden) • HRAS (Harvey rat sarcoma viral oncogene homolog) • CDKN2A (Cyclin Dependent Kinase Inhibitor 2A) • NOTCH1 (Notch 1) • KMT2D (Lysine Methyltransferase 2D) • FBXW7 (F-Box And WD Repeat Domain Containing 7) • FAT1 (FAT atypical cadherin 1) • CHEK1 (Checkpoint kinase 1) • CASP8 (Caspase 8) • EPHA3 (EPH receptor A3) • GRIN2A (Glutamate Ionotropic Receptor NMDA Type Subunit 2A) • POT1 (Protection of telomeres 1) • EPHA7 (EPH Receptor A7)
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PD-L1 expression • TP53 mutation • TMB-H • PIK3CA mutation • PD-L1 negative • TMB-L • KMT2D mutation • HRAS mutation • TP53 expression • CHEK1 mutation • GRIN2A mutation • CHEK1 expression
5d
A prospective phase Ⅱ clinical trial of toripalimab combined with platinum-based concurrent chemoradiotherapy and consolidation chemotherapy in patients with locally advanced cervical cancer (PubMed, Zhonghua Yi Xue Za Zhi)
After undergoing concurrent chemoradiotherapy, the patient received six cycles of treatment with toripalimab in combination with paclitaxel and platinum-based agents. The 2-year PFS rate was higher in patients with PD-L1 combined positive score (CPS)≥10 compared to those with CPS<10 (92.4% vs 81.2%, χ²=0.68, P=0.409), and higher in patients with low tumor mutation burden (TMB-L) compared to those with high tumor mutation burden (TMB-H) (95.2% vs 83.3%, χ²=1.91, P=0.167). Patients with locally advanced cervical cancer can achieve favorable objective response rates when treated with toripalimab in combination with platinum-based concurrent chemoradiotherapy and consolidative chemotherapy.
Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker • Metastases
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PD-L1 (Programmed death ligand 1) • TMB (Tumor Mutational Burden)
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PD-L1 expression • TMB-H • TMB-L
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paclitaxel • Loqtorzi (toripalimab-tpzi)
5d
Exploring Genomic Biomarkers for Pembrolizumab Response: A Real-World Approach and Patient Similarity Network Analysis Reveal DNA Response and Repair Gene Mutations as a Signature. (PubMed, Cancers (Basel))
This subgroup of IO-responsive NS-pts may have better prognosis. Our findings suggest that DDR-based mutational profiling may help identify NS-pts who could benefit from IO therapy.
Journal • Real-world evidence • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker • Real-world
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TMB (Tumor Mutational Burden)
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TMB-H • TMB-L • DDR signature score
|
FoundationOne® CDx
|
Keytruda (pembrolizumab)
7d
The genomic landscape of cutaneous squamous cell carcinoma in Japan. (PubMed, J Dermatol)
TMB-high (≥10 mut/Mb) was observed in 27% (n = 41) of the patients, with a median age of 75 years for this group. TMB-low (<10 mut/Mb) was observed in 73% (n = 111) of the patients; their median age was 67 years.
Journal • Tumor mutational burden
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TP53 (Tumor protein P53) • TMB (Tumor Mutational Burden) • CDKN2A (Cyclin Dependent Kinase Inhibitor 2A) • NOTCH1 (Notch 1) • CDKN2B (Cyclin Dependent Kinase Inhibitor 2B)
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TMB-H • TMB-L
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FoundationOne® CDx
7d
Tumor mutational burden as a marker for radiologic response to immune checkpoint inhibitors. (PubMed, Curr Probl Diagn Radiol)
Higher TMB was associated with objective response to ICI, however, TMB was an imperfect biomarker for PFS and OS in our study.
Journal • Checkpoint inhibition • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
|
TMB (Tumor Mutational Burden)
|
TMB-H • TMB-L
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Keytruda (pembrolizumab) • Opdivo (nivolumab)
15d
Genomic differences of patients with hematologic malignancies in different age groups. (PubMed, Commun Biol)
In particular, four CNA differential genes (i.e., ARID1B, MYB, TP53, and ESR1) were overrepresented as amplifications and deletions in CYAs and OAs, respectively. Ultimately, we demonstrated a landscape comparative view of clinically actionable genetic events in CYAs and OAs, providing clues for age-related personalized treatment.
Journal • Tumor mutational burden
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KRAS (KRAS proto-oncogene GTPase) • ER (Estrogen receptor) • TP53 (Tumor protein P53) • TMB (Tumor Mutational Burden) • NRAS (Neuroblastoma RAS viral oncogene homolog) • DNMT3A (DNA methyltransferase 1) • TET2 (Tet Methylcytosine Dioxygenase 2) • SMARCA4 (SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily A, member 4) • PTPN11 (Protein Tyrosine Phosphatase Non-Receptor Type 11) • WT1 (WT1 Transcription Factor) • ARID1B (AT-Rich Interaction Domain 1B)
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TP53 mutation • TMB-L
17d
High tumor mutational burden assessed through next-generation sequencing predicts favorable survival in microsatellite stable metastatic colon cancer patients. (PubMed, J Transl Med)
Our results highlight the prognostic significance of TMB in MSS metastatic colon cancer patients, suggesting its potential role in patient stratification and treatment decision-making.
Journal • Next-generation sequencing • Tumor mutational burden • MSi-H Biomarker • IO biomarker • Metastases
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TMB (Tumor Mutational Burden) • MSI (Microsatellite instability)
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TMB-H • TMB-L • RAS mutation
17d
Lung adenocarcinomas with mucinous histology: clinical, genomic, and immune microenvironment characterization and outcomes to immunotherapy-based treatments and KRASG12C inhibitors. (PubMed, Ann Oncol)
LUADMuc represents a distinct LUAD subpopulation with unique clinicopathologic, genomic, immunophenotypic, and transcriptional features, achieving worse outcomes to standard immunotherapy-based treatments.
Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
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EGFR (Epidermal growth factor receptor) • KRAS (KRAS proto-oncogene GTPase) • BRAF (B-raf proto-oncogene) • ALK (Anaplastic lymphoma kinase) • TP53 (Tumor protein P53) • TMB (Tumor Mutational Burden) • MET (MET proto-oncogene, receptor tyrosine kinase) • STK11 (Serine/threonine kinase 11) • CD8 (cluster of differentiation 8) • PD-1 (Programmed cell death 1) • SMARCA4 (SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily A, member 4) • NKX2-1 (NK2 Homeobox 1) • GNAS (GNAS Complex Locus) • FOXP3 (Forkhead Box P3)
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KRAS mutation • EGFR mutation • BRAF mutation • ALK rearrangement • STK11 mutation • TMB-L • MET mutation
20d
Blood-based tumor mutational burden impacts clinical outcomes of immune checkpoint inhibitor treated breast and prostate cancers. (PubMed, Commun Med (Lond))
In this study, the practice of offering an ICIs based on bTMB was uncommon and did not independently predict ICI benefits in patients with refractory, advanced breast and prostate cancers.
Clinical data • Journal • Checkpoint inhibition • Tumor mutational burden • BRCA Biomarker • IO biomarker
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ER (Estrogen receptor) • TP53 (Tumor protein P53) • PIK3CA (Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) • TMB (Tumor Mutational Burden) • BRCA2 (Breast cancer 2, early onset) • ARID1A (AT-rich interaction domain 1A) • NF1 (Neurofibromin 1)
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TMB-H • TMB-L
25d
A novel disulfidptosis-related LncRNA prognostic risk model: predicts the prognosis, tumor microenvironment and drug sensitivity in esophageal squamous cell carcinoma. (PubMed, BMC Gastroenterol)
We established a DRG-lncRNA prognostic model that can be used to predict the prognosis, tumor mutation burden, immune cell infiltration, and drug sensitivity of ECSS patients. The results of this study provide valuable insights into the understanding of ESCC and provide valuable assistance for the individualized treatment of ESCC patients.
Journal • Tumor mutational burden
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TMB (Tumor Mutational Burden)
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TMB-H • TMB-L
1m
Proteogenomic profiling of acute myeloid leukemia to identify therapeutic targets. (PubMed, Expert Rev Proteomics)
Standardization of workflows will be required before mass spectrometry-based proteomic assays can be integrated into routine clinical use. However, the demonstrated ability to adapt signatures into biomarker panels that can be assayed by existing clinical workflows is enabling current clinical translation.
Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden)
|
TMB-L
1m
Genetic Characteristics of Cutaneous, Acral, and Mucosal Melanoma in Japan. (PubMed, Cancer Med)
This study highlights distinct genetic abnormalities and actionable alterations in Japanese melanoma patients. This suggests a lower tumor mutational burden in East Asian cutaneous melanoma, which may affect the efficacy of immune checkpoint inhibitors. The heterogeneity of driver mutations across and within individuals highlights the need for personalized treatment approaches.
Journal • Tumor mutational burden • IO biomarker
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KRAS (KRAS proto-oncogene GTPase) • BRAF (B-raf proto-oncogene) • TMB (Tumor Mutational Burden) • NRAS (Neuroblastoma RAS viral oncogene homolog) • PTEN (Phosphatase and tensin homolog) • NF1 (Neurofibromin 1) • GNAQ (G Protein Subunit Alpha Q)
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BRAF V600E • KRAS mutation • NRAS mutation • BRAF V600 • PTEN mutation • BRAF V600K • TMB-L • NF1 mutation
1m
Base-excision repair pathway shapes 5-methylcytosine deamination signatures in pan-cancer genomes. (PubMed, Nat Commun)
We validate our findings by modeling BER deficiencies in isogenic cell models. Here, we establish MBD4 as the main actor responsible for 5mC deamination repair in humans.
Journal • Tumor mutational burden • Pan tumor
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TMB (Tumor Mutational Burden) • MBD4 (Methyl-CpG Binding Domain 4, DNA Glycosylase)
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TMB-L
1m
DNA methylation stochasticity is linked to transcriptional variability and identifies convergent epigenetic disruption across genetically-defined subtypes of AML. (PubMed, bioRxiv)
We further established a relationship between methylation entropy and gene expression variability, connecting the disruption of the epigenetic landscape to transcription in AML. This approach identified a convergent program of epigenetic dysregulation in leukemia, clarifying the contribution of specific genetic mutations to stochastic disruption of the epigenetic and transcriptional landscapes of AML.
Journal • Tumor mutational burden • Epigenetic controller
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TMB (Tumor Mutational Burden) • CEBPA (CCAAT Enhancer Binding Protein Alpha)
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TMB-L • CEBPA mutation
1m
Durvalumab plus cisplatin and gemcitabine as first line therapy for advanced biliary tract carcinoma (aBTC): a monocentric retrospective experience (AIOM 2024)
The data presented in this study are consistent with the results of TOPAZ1 trial. However about a third of patients do not respond to CHT or have a short response duration. In our experience both NLR and basal elevated AST/ALT seem to be associated with an improved mPFS and a better outcome but further studies are needed.
Retrospective data • PD(L)-1 Biomarker • IO biomarker • Metastases
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KRAS (KRAS proto-oncogene GTPase) • TP53 (Tumor protein P53) • TMB (Tumor Mutational Burden)
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TP53 mutation • KRAS mutation • TMB-H • TMB-L
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TruSight Oncology 500 Assay
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cisplatin • Imfinzi (durvalumab) • gemcitabine
1m
Natural killer cell biology and therapy in multiple myeloma: challenges and opportunities. (PubMed, Exp Hematol Oncol)
Thus, NK cells can naturally work in tandem with anti-MM therapies and be strategically modulated for improved anti-MM effect. This review article describes immunotypic and phenotypic differences in NK cells along with the functional changes in homeostatic and malignant states and provides expert insights on strategies to harness the potential of NK cells for improving outcomes in MM.
Review • Journal • Tumor mutational burden
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TMB (Tumor Mutational Burden) • NCAM1 (Neural cell adhesion molecule 1) • FCGR3A (Fc Fragment Of IgG Receptor IIIa)
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TMB-L
1m
Integrated profile of tumor stage and mutational burden predicts disparate clinical responses to immune checkpoint inhibitors: A risk-benefit study. (PubMed, Semin Oncol)
This may require enrolling patients with less-severe or early-stage disease to enable long-term follow-up with effective clinical surveillance. By comprehensively evaluating the added benefit of improved treatment efficacy and the potential risk of adverse treatment outcome, a risk-benefit profile can optimize immunotherapy regimens, with profound implications for clinical decision-making and regulatory approvals of ICI.
Journal • Checkpoint inhibition • Benefit-risk assessment • Tumor mutational burden • IO biomarker
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TMB (Tumor Mutational Burden)
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TMB-H • TMB-L
1m
Exploring the role of mitophagy-related genes in breast cancer: subtype classification and prognosis prediction. (PubMed, Int J Med Sci)
This nomogram was validated and showed good predictive performance, with area under the curve (AUC) values for 1-year, 3-year, and 5-year OS of 0.895, 0.765, and 0.728, respectively. Our findings underscore the profound impact of prognostic genes on the immune response and prognostic outcomes in BC, indicating that they can provide new avenues for personalized BC treatment and potentially improve clinical outcomes.
Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden) • FLT3 (Fms-related tyrosine kinase 3) • CHI3L1 (Chitinase 3-like 1) • CLIC6 (Chloride Intracellular Channel 6) • PRKAA2 (Protein Kinase AMP-Activated Catalytic Subunit Alpha 2)
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TMB-L
2ms
Exploration on the construction of a bladder cancer prognostic model based on disulfidptosis-related lncRNAs and its clinical significance. (PubMed, Sci Rep)
Lastly, the drug sensitivity analysis revealed that the BLCA cells in the high-risk group showed an increased sensitivity to cisplatin, sunitinib, cetuximab, axitinib, docetaxel, saracatinib, vinblastine and pazopanib compared with those in the low-risk group. According to the Quantitative real time PCR results, we found that five lncRNAs of the risk model were more highly expressed in BCa cell lines than human immortalized uroepithelial cell line. The disulfidptosis-related lncRNA risk model has a valuable effect in assessing the prognosis of BLCA patients.
Journal • Tumor mutational burden • IO biomarker
|
TMB (Tumor Mutational Burden)
|
TMB-L
|
Erbitux (cetuximab) • cisplatin • docetaxel • sunitinib • pazopanib • Inlyta (axitinib) • saracatinib (AZD0530) • vinblastine
2ms
Association of tumour mutation burden with prognosis and its clinical significance in stage III gastric cancer. (PubMed, Bioimpacts)
Genes with high-frequency mutations were significantly enriched in the RTK-RAS and Notch pathways. Hence, TMB could serve as a prognosis biomarker with potential clinical significance.
Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden)
|
KRAS mutation • TMB-H • TMB-L
2ms
Genomic and transcriptomic landscape of human gastrointestinal stromal tumors. (PubMed, Nat Commun)
Finally, four prominent subtypes are proposed with different genomic features, expression profiles, immune characteristics, clinical characteristics and subtype-specific treatment strategies. This large-scale analysis depicts the landscape and provides further insights into GIST pathogenesis and precise treatment.
Journal • Tumor mutational burden • Stroma
|
TMB (Tumor Mutational Burden)
|
TMB-L
2ms
Sinonasal Mucosal Melanoma: A Contemporary Review. (PubMed, Surg Pathol Clin)
The histopathologic features of SNMM are quite variable and immunohistochemical analysis is usually necessary for diagnosis. Mucosal melanomas lack ultraviolet signature, have low somatic mutational burden, and are reported to have more genomic instability manifested as structural variants, deletions, and amplifications.
Review • Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden)
|
TMB-L
2ms
The triad in current neuroblastoma challenges: Targeting antigens, enhancing effective cytotoxicity and accurate 3D in vitro modelling. (PubMed, Transl Oncol)
Replacing animal models with physiologically relevant in vitro systems will expedite this process and provide new insights into exploitable tumour-immune cell interactions. This review examines this three-pronged approach in neuroblastoma immunotherapy: tumour antigen discovery, immunomodulation, and 3D in vitro tumour models, and discusses current and emerging insights into these strategies to address neuroblastoma immunotherapy challenges.
Preclinical • Review • Journal • Tumor mutational burden • IO biomarker
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TMB (Tumor Mutational Burden)
|
TMB-L
2ms
Luminal subtype independent immune-enrichment in inflammatory breast cancer based on commercially available tumor portrait. (SABCS 2024)
Over half of cases with luminal molecular phenotype demonstrate immune-enriched TME, suggesting a potentially significant role for immunotherapy in these patients and expanded efforts in this arena. Using the BG Tumor PortraitTM assay, low TMB and MSS was present in the majority of IBC samples evaluated in spite of numerous studies showing common DNA repair mutations. HER2 expressing cases demonstrated a predominantly immune-desert phenotype and further study of the clinical relevance and validation of this is warranted.
Tumor mutational burden • IO biomarker
|
HER-2 (Human epidermal growth factor receptor 2) • TP53 (Tumor protein P53) • PIK3CA (Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) • TMB (Tumor Mutational Burden) • MSI (Microsatellite instability) • PTEN (Phosphatase and tensin homolog) • RB1 (RB Transcriptional Corepressor 1) • ARID1A (AT-rich interaction domain 1A) • RAD51B (RAD51 Paralog B) • FANCL (FA Complementation Group L)
|
TP53 mutation • TMB-H • HR positive • HER-2 negative • PIK3CA mutation • HER-2 mutation • HER-2 expression • PTEN mutation • ARID1A mutation • TMB-L • RAD51B mutation
|
Prosigna™ Breast Cancer Prognostic Gene Signature Assay • BostonGene Tumor Portrait™ Test
2ms
Clinicopathologic and Genomic Features of Invasive Stratified Mucin-producing Carcinoma of the Uterine Cervix Coexisting With High-grade Squamous Intraepithelial Lesion. (PubMed, Int J Gynecol Pathol)
No copy number-associated variants or structural variations were identified in either lesion. These results suggest that patients with ISMC may benefit from PD-L1 immunotherapy and targeted therapy.
Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
|
HER-2 (Human epidermal growth factor receptor 2) • TMB (Tumor Mutational Burden) • PAX8 (Paired box 8) • MUC5AC (Mucin 5AC) • MUC6 (Mucin 6)
|
HER-2 mutation • TMB-L • MUC5AC expression
2ms
Inhibitory Fcγ receptor deletion enhances CD8 T cell stemness increasing anti-PD-1 therapy responsiveness against glioblastoma. (PubMed, J Immunother Cancer)
Deletion of FcγRIIB on CD8 T cells leads to the generation of a Ttsms, which is localized in TdLN and protected from the immunosuppressive TME. Incorporating these highly stemness-equipped Ttsms enhances the response to anti-PD-1 therapy in immune-suppressed brain tumors.
Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
|
TMB (Tumor Mutational Burden) • CD8 (cluster of differentiation 8) • FCGR2B (Fc Fragment Of IgG Receptor IIb)
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TMB-L
2ms
Personalized Immunotherapy Achieves Complete Response in Metastatic Adenoid Cystic Carcinoma Despite Lack of Conventional Biomarkers. (PubMed, Curr Oncol)
Accordingly, we achieved a complete response in a radiotherapy (RT) and chemotherapy (CT)-refractory patient with locally recurrent lacrimal gland (LG) ACC and lung metastasis following personalized immunotherapy in combination with integrative therapeutics. Therefore, it is crucial to assess not only conventional immune biomarkers but also patient-specific parameters, especially in "immune-cold" cancer types.
Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker • Metastases
|
TMB (Tumor Mutational Burden) • NOTCH1 (Notch 1) • KDM6A (Lysine Demethylase 6A)
|
PD-L1 negative • TMB-L
2ms
Ubiquitin-related gene markers predict immunotherapy response and prognosis in patients with epithelial ovarian carcinoma. (PubMed, Sci Rep)
It also exhibited lower tumor mutation burden, mRNAsi, and EREG-mRNAsi and reduced sensitivity to other chemotherapy drugs, except dasatinib. These findings serve as a valuable indicator for personalized treatment strategies and clinical stratification in managing patients with EOC. Additionally, our study will serve as a foundation for future mechanistic research to explore the association between the ubiquitin-proteasome pathway and EOC.
Journal • Tumor mutational burden • IO biomarker
|
TMB (Tumor Mutational Burden) • CD4 (CD4 Molecule) • EREG (Epiregulin) • STAT1 (Signal Transducer And Activator Of Transcription 1) • VPS18 (VPS18 Core Subunit Of CORVET And HOPS Complexes) • AKAP12 (A-Kinase Anchoring Protein 12) • FBXO9 (F-Box Protein 9) • HSP90AB1 (Heat Shock Protein 90 Alpha Family Class B Member 1) • PPM1G (Protein Phosphatase, Mg2+/Mn2+ Dependent 1G)
|
TMB-L
|
dasatinib
2ms
Correlation of clinical, genetic and transcriptomic traits with PD-L1 positivity in TNBC patients (ESMO-IO 2024)
Most DEGs were involved in the neuroactive ligand-receptor interactions, calcium, cAMP and cell adhesion signalling pathways. Immune, chemokine and JAK-STAT signalling pathways were positively enriched in PD-L1-high tumours.Conclusions This integrative analysis of clinical, genetic, transcriptomic and immunohistochemical data revealed differences in mutational signatures and gene expression patterns between PD-L1-high and -low TNBC tumours.
Clinical • Tumor mutational burden • BRCA Biomarker • PD(L)-1 Biomarker • IO biomarker
|
PD-L1 (Programmed death ligand 1) • TP53 (Tumor protein P53) • PIK3CA (Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) • TMB (Tumor Mutational Burden) • BRCA1 (Breast cancer 1, early onset) • PTEN (Phosphatase and tensin homolog) • RB1 (RB Transcriptional Corepressor 1) • JAK2 (Janus kinase 2) • IFNG (Interferon, gamma) • STAT1 (Signal Transducer And Activator Of Transcription 1)
|
PD-L1 expression • TP53 mutation • BRCA1 mutation • PIK3CA mutation • PTEN mutation • TMB-L • PIK3CA mutation + PTEN mutation • PD-L1 negative + TMB-L
|
PD-L1 IHC 22C3 pharmDx
2ms
Establishing a predictive model for tumor mutation burden status based on 18F-FDG PET/CT and clinical features of non-small cell lung cancer patients. (PubMed, Transl Lung Cancer Res)
In this study, a predictive model combining 18F-FDG PET/CT and clinical features of NSCLC patients effectively distinguished between TMB-high and TMB-low status. The nomogram generated from this model holds significant promise for predicting TMB status, offering valuable insights for clinical decision-making.
Journal • Tumor mutational burden • IO biomarker • Predictive model • FDG PET
|
TMB (Tumor Mutational Burden) • MUC16 (Mucin 16, Cell Surface Associated)
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TMB-H • TMB-L
2ms
Cutaneous Basal Cell Carcinoma In Situ: A Review of the World Literature. (PubMed, Cureus)
Genomic evaluation has been performed in neoplasms from one individual with cutaneous BCC in situ and metastatic BCC; like other variants of BCC, an aberration of the PTCH1 gene was observed. In contrast to his liver metastasis, the in situ carcinoma had a lower tumor mutational burden, lacked programmed death-ligand 1 (PD-L1) and programmed death-ligand 2 (PD-L2) amplification and had a distinct PTCH1 mutation, suggesting that the in situ BCC of his skin and the metastatic BCC of his liver were derived from different clones of cells.
Review • Journal • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
|
PD-L1 (Programmed death ligand 1) • TMB (Tumor Mutational Burden) • PTCH1 (Patched 1) • PD-L2 (Programmed Cell Death 1 Ligand 2)
|
TMB-L • PTCH1 mutation
2ms
Whole genome sequencing elucidates etiological differences in MCPyV-negative Merkel cell carcinoma. (PubMed, Pathol Res Pract)
A rearrangement in the tumor suppressor gene SUFU was identified, a likely driver and potential target of the Hedgehog signaling pathway. Meanwhile, the second case exhibited a less aggressive behavior, harbored UV-signature mutations, and a high mutational burden including mutations in TP53 and RB1.
Journal • Tumor mutational burden
|
TP53 (Tumor protein P53) • TMB (Tumor Mutational Burden) • RB1 (RB Transcriptional Corepressor 1) • SUFU (SUFU Negative Regulator Of Hedgehog Signaling)
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TP53 mutation • TMB-H • TMB-L
2ms
Translocation-associated uterine mesenchymal tumors: The new without forgetting the old. An integrated diagnostic approach (PubMed, Ann Pathol)
From a therapeutical point of view, the consequences of an accurate diagnosis for the patient are already appreciable through the use of targeted therapy. Examples include: ALK inhibitors in inflammatory myofibroblastic tumor, tyrosine-kinase inhibitors in COL1A::PDGFB rearranged sarcomas or mTOR inhibitors in PEComa.
Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden) • PDGFB (Platelet Derived Growth Factor Subunit B)
|
TMB-L
2ms
Oral cancer in young adults: incidence, risk factors, prognosis, and molecular biomarkers. (PubMed, Front Oncol)
Recent molecular data on YA-OCSCC suggests a potential profile characterized by epidermal growth factor receptor overexpression, low tumor mutation burden and an attenuated immune response. Upon confirmation in larger cohorts of YA-OCSCC patients from different geographical areas, the validated markers could aid in selecting tailored treatments.
Review • Journal • Tumor mutational burden
|
EGFR (Epidermal growth factor receptor) • TMB (Tumor Mutational Burden)
|
EGFR mutation • EGFR overexpression • TMB-L
2ms
Revolutionizing prognostic predictions in colorectal cancer: Macrophage‑driven transcriptional insights from single‑cell RNA sequencing and gene co‑expression network analysis. (PubMed, Oncol Lett)
The present prognostic model shows promise as a biomarker for risk stratification and predicting therapeutic efficacy in patients with CRC. However, further well-designed prospective studies are necessary to validate the findings.
Journal • Tumor mutational burden • IO biomarker
|
TMB (Tumor Mutational Burden) • MSI (Microsatellite instability)
|
TMB-L
2ms
Unraveling the Role of JMJD1B in Genome Stability and the Malignancy of Melanomas. (PubMed, Int J Mol Sci)
Our findings highlight JMJD1B's role in maintaining genome integrity by ensuring a proper histone supply to the nucleus, expanding its function beyond gene expression regulation. JMJD1B emerges as a crucial player in preserving genome stability and the development of melanoma, with a potential role as a safeguard against oncogenic mutations.
Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden)
|
TMB-L
2ms
Integrating spatial profiles and cancer genomics to identify immune-infiltrated mismatch repair proficient colorectal cancers. (PubMed, bioRxiv)
pMMR tumors with high T cell infiltration and active immunosuppression are identifiable with a mid-plex imaging assay whose clinical deployment might double the number of treatment-naïve CRCs eligible for ICIs. Moreover, the low tumor mutational burden in tipMMR CRC shows that MMR status is not the only factor promoting immune infiltration.
Journal • Mismatch repair • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker
|
TMB (Tumor Mutational Burden) • PD-1 (Programmed cell death 1)
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PD-L1 expression • MSI-H/dMMR • TMB-L
2ms
Primary adenocarcinoma of the spermatic cord: a case report and review of the literature. (PubMed, Diagn Pathol)
We reported the first case of primary adenocarcinoma of the spermatic cord with SMARCB1 (INI-1) deficiency. This case contributes to the expanding understanding of rare neoplasms and underscores the importance of further research into therapeutic strategies targeting SMARCB1-deficient tumors.
Review • Journal • Tumor mutational burden
|
TMB (Tumor Mutational Burden) • SMARCA4 (SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily A, member 4) • WT1 (WT1 Transcription Factor) • SMARCB1 (SWI/SNF Related, Matrix Associated, Actin Dependent Regulator Of Chromatin, Subfamily B, Member 1) • NKX2-1 (NK2 Homeobox 1) • KRT19 (Keratin 19) • NAPSA (Napsin A Aspartic Peptidase) • PAX8 (Paired box 8) • NKX3-1 (NK3 homeobox 1)
|
TMB-L • SMARCB1 deletion
2ms
Mutational Landscape of Gastric Adenocarcinoma of the Fundic Gland Type Revealed by Whole Genome Sequencing. (PubMed, Cancer Med)
Our study is the first to comprehensively depict the genomic landscape highlighting the multidimensional perturbations in GA-FG patients. These discoveries offered mechanistic insights for novel diagnostic and therapeutic strategies for patients with such disease.
Journal • Tumor mutational burden
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KRAS (KRAS proto-oncogene GTPase) • TP53 (Tumor protein P53) • PIK3CA (Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) • TMB (Tumor Mutational Burden) • GNAS (GNAS Complex Locus)
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TMB-L
3ms
Clinical validation of a novel multi-omic algorithm for stratifying outcomes in a real-world cohort of metastatic solid cancer patients treated with immune checkpoint inhibitors (SITC 2024)
Ethics Approval Tempus AI, Inc. has been granted an IRB exemption (Advarra Pro00072742) permitting the use of de-identified clinical, molecular, and multimodal data in order to derive or capture results, insights, or discoveries.Download figure Open in new tab Download powerpoint Abstract 188 Figure 1
Clinical • Checkpoint inhibition • Real-world evidence • Tumor mutational burden • PD(L)-1 Biomarker • IO biomarker • Real-world • Metastases
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PD-L1 (Programmed death ligand 1) • TMB (Tumor Mutational Burden)
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PD-L1 negative • TMB-L
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Tempus xT Assay • Tempus xR