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Classification & Risk Stratification Prediction

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Classification & Risk Stratification Prediction is available for cases created using Connected Insights v5.1+.

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Overview

If the case disease is Acute Myeloid Leukemia or a subtype, Classification & Risk Stratification Prediction is provided on the .

Classification and risk stratification predictions are based on and acute myeloid leukemia guidelines, respectively, focusing on Acute myeloid leukemia with defining genetic abnormalities.

Select a box to review how the evaluation was performed. For more information, refer to below.

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Reporting

The report interpretation summary can be generated from the prediction results by clicking Report.

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Decision Trees


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APL with PML::RARA fusion

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be APL with PML::RARA fusion.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filter = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then Intermediate.


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AML with RUNX1::RUNX1T1 fusion

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

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The guideline specifies an outdated band 8q22 for RUNX1T1. It is now 8q21.3.

If the above is met, the classification is predicted to be AML with RUNX1::RUNX1T1 fusion.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filter = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then Favorable.


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AML with CBFB::MYH11 fusion

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be AML with CBFB::MYH11 fusion.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filter = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then Favorable.


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AML with DEK::NUP214 fusion

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be AML with DEK::NUP214 fusion.

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Risk Stratification

Adverse


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AML with RBM15::MRTFA fusion

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be AML with RBM15::MRTFA fusion.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filter = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then Intermediate.


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AML with BCR::ABL1 fusion

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Classification

  • % ≥ 20

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be AML with BCR::ABL1 fusion.

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Risk Stratification

Adverse


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AML with KMT2A rearrangement

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Classification

  • % ≥ 10

  • = No

  • Detection of KMT2A structural variant with VCF filter = PASS in the

If the above is met, the classification is predicted to be AML with KMT2A rearrangement.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filter = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then continue below.

  • Any of the following:

    • Detection of MLLT3::KMT2A / KMT2A::MLLT3 with VCF filter = PASS in the

    • Detection of t(9;11)(p21.3;q23.3) in the

If the above is met, the risk stratification is predicted to be Intermediate. If not, then Adverse.


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AML with MECOM rearrangement

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be AML with MECOM rearragement.

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Risk Stratification

Adverse


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AML with NUP98 rearrangement

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Classification

  • % ≥ 10

  • = No

  • Any of the following:

If the above is met, the classification is predicted to be AML with NUP98 rearrangement.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filter = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then Intermediate.


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AML with NPM1 mutation

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Classification

  • % ≥ 10

  • = No

  • Detection of NPM1 variant in the with the following characteristics:

If the above is met, the classification is predicted to be AML with NPM1 mutation.

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Risk Stratification

  • Any of the following:

    • Detection of TP53 variant in the with the following characteristics:

      • VCF filter = PASS

If the above is met, the risk stratification is predicted to be Adverse. If not, then continue below.

  • Detection of FLT3 internal tandem duplication with ≥ 2 allele depth or split reads and paired reads in the

If the above is met, the risk stratification is predicted to be Intermediate. If not, then Favorable.


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AML with CEBPA mutation

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Classification

  • None of the classifications above should be met.

  • % ≥ 20

  • = No

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The guideline requires biallelic mutations, whereas the evaluation simply checks for 2 due to lack of cis/trans information.

If the above is met, the classification is predicted to be AML with CEBPA mutation.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filters = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then continue below.

  • Detection of CEBPA variant in the with the following characteristics:

    • VCF filters = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Favorable. If not, then Intermediate.


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AML with other defined genetic alterations

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Classification

  • None of the classifications above should be met.

  • % ≥ 20

  • = No

If the above is met, the classification is predicted to be AML with other defined genetic alterations.

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Risk Stratification

  • Detection of TP53 variant in the with the following characteristics:

    • VCF filters = PASS

    • Small variant

If the above is met, the risk stratification is predicted to be Adverse. If not, then continue below.

  • Any of the following:

    • Detection of KAT6A::CREBBP fusion with ≥ 2 split reads and paired reads in the

    • Detection of t(8;16)(p11.2;p13.3) in the

If the above is met, the risk stratification is predicted to be Adverse. If not, then Intermediate.


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AML, myelodysplasia-related

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Classification

  • None of the classifications above should be met.

  • % ≥ 20

  • = No

If the above is met, the classification is predicted to be AML, myelodysplasia-related.

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Risk Stratification

Any of the following:

  • Detection of TP53 variant in the with the following characteristics:

    • Small variant

    • Somatic origin (origin = somatic or unknown)

If the above is met, the risk stratification is predicted to be Adverse. If not, then Intermediate.


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Definitions

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Complex Karyotype

According to WHO/ISCN: ≥ 3 abnormalities, where abnormalities are counted as follows:

  • Only clonal abnormalities are counted; abnormalities present in only 1 metaphase are ignored.

  • Numerical gains and losses, simple and complex balanced translocations, unbalanced aberrations involving one chromosome, as well as multiplication of a complete chromosome set are counted as one abnormality.

  • Unbalanced aberrations involving two or more chromosomes, tetrasomy of same chromosome, triplication or quadruplication, as well as isoderivative chromosomes, are counted as 2 abnormalities.

We consider the following when counting abnormalities:

  • Recurrent SVs

  • One CNV ≥ 5 Mbp per chromosome arm

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Monosomal Karyotype

According to ELN: Presence of two or more distinct monosomies (excluding loss of X or Y), or one single autosomal monosomy in combination with at least one structural chromosome abnormality (excluding core-binding factor AML).

Detection of PML::RARA fusion with ≥ 2 split reads and paired reads in the Variants Tab
  • Detection of t(15;17)(q24;q21) in the User Determined Karyotype

  • Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Detection of RUNX1::RUNX1T1 fusion with ≥ 2 split reads and paired reads in the Variants Tab
  • Detection of t(8;21)(q21.3;q22.1) in the User Determined Karyotype

  • Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Detection of CBFB::MYH11 fusion with ≥ 2 split reads and paired reads in the Variants Tab
  • Detection of inv(16)(p13.1q22.1) in the User Determined Karyotype

  • Detection of t(16;16)(p13.1;q22.1) in the User Determined Karyotype

  • Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Detection of DEK::NUP214 fusion with ≥ 2 split reads and paired reads in the Variants Tab
  • Detection of t(6;9)(p22.3;q34.1) in the User Determined Karyotype

  • Detection of RBM15::MRTFA fusion with ≥ 2 split reads and paired reads in the Variants Tab
  • Detection of t(1;22)(p13.3;q13.1) in the User Determined Karyotype

  • Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Detection of BCR::ABL1 fusion with ≥ 2 split reads and paired reads in the Variants Tab
  • Detection of t(9;22)(q34.1;q11.2) in the User Determined Karyotype

  • Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Detection of KMT2A partial tandem duplication with VCF filter = PASS in the Variants Tab
    Detection of MECOM, including upstream region, structural variant with VCF filter = PASS in the Variants Tab
  • Detection of inv(3)(q21.3q26.2) in the User Determined Karyotype

  • Detection of t(3;3)(q21;q26) in the User Determined Karyotype

  • Detection of t(3;21)(q26.2;q22) in the User Determined Karyotype

  • Detection of t(3;12)(q26.2;p13) in the User Determined Karyotype

  • Detection of NUP98 structural variant with VCF filter = PASS in the Variants Tab
  • Detection of t(5;11)(q35.2;p15.4) in the User Determined Karyotype

  • Detection of t(11;12)(p15.4;p13.3) in the User Determined Karyotype

  • Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Allele depth ≥ 2
  • Small variant

  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • Small variant

  • Somatic origin (origin = somatic or unknown)

  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Detection of DEK::NUP214 fusion with ≥ 2 split reads and paired reads in the Variants Tab

  • Detection of t(6;9)(p22.3;q34.1) in the User Determined Karyotype

  • Detection of KMT2A structural variant without MLLT3 fusion partner with VCF filter = PASS in the Variants Tab

  • Detection of BCR::ABL1 fusion with ≥ 2 split reads and paired reads in the Variants Tab

  • Detection of t(9;22)(q34.1;q11.2) in the User Determined Karyotype

  • Detection of KAT6A::CREBBP fusion with ≥ 2 split reads and paired reads in the Variants Tab

  • Detection of t(8;16)(p11.2;p13.3) in the User Determined Karyotype

  • Detection of MECOM, including upstream region, structural variant with VCF filter = PASS in the Variants Tab

  • Detection of inv(3)(q21.3q26.2) in the User Determined Karyotype

  • Detection of t(3;3)(q21;q26) in the User Determined Karyotype

  • Detection of t(3;21)(q26.2;q22) in the User Determined Karyotype

  • Detection of t(3;12)(q26.2;p13) in the User Determined Karyotype

  • Detection of monosomy 5 in the User Determined Karyotype, or Variants Tab with VCF filters = PASS

  • Detection of 5q deletion in the User Determined Karyotype, or Variants Tab with length ≥ 5 Mbp and VCF filters = PASS

  • Detection of monosomy 7 in the User Determined Karyotype, or Variants Tab with VCF filters = PASS

  • Detection of monosomy 17 in the User Determined Karyotype, or Variants Tab with VCF filters = PASS

  • Detection of 17p deletion in the User Determined Karyotype, or Variants Tab with length ≥ 5 Mbp and VCF filters = PASS

  • Detection of complex karyotype in the User Determined Karyotype or Variants Tab

  • Detection of monosomal karyotype in the User Determined Karyotype or Variants Tab

  • Any of the following:
    • Detection of 2 CEBPA variants in the Variants Tab with the following characteristics:

      • VCF filters = PASS

      • Small variant

      • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

    • Detection of CEBPA variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)
  • In-frame (not a frameshift variant)

  • Any of the following:
    • Detection of CBFA2T3::GLIS2 fusion with ≥ 2 split reads and paired reads in the Variants Tab

    • Detection of inv(16)(p13q24) in the User Determined Karyotype

    • Detection of KAT6A::CREBBP fusion with ≥ 2 split reads and paired reads in the Variants Tab

    • Detection of t(8;16)(p11.2;p13.3) in the

    • Detection of FUS::ERG fusion with ≥ 2 split reads and paired reads in the

    • Detection of t(16;21)(p11;q22) in the

    • Detection of MNX1::ETV6 fusion with ≥ 2 split reads and paired reads in the

    • Detection of t(7;12)(q36;p13) in the

    • Detection of NPM1::MLF1 fusion with ≥ 2 split reads and paired reads in the

    • Detection of t(3;5)(q25;q35) in the

    Somatic origin (origin = somatic or unknown)
  • Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)

  • VAF ≥ 0.10 (10%)

  • Any of the following:
    • History of myelodysplastic syndrome = Yes

    • Both of the following:

      • History of myelodysplastic syndrome = Yes

      • = Yes

    • Detection of in the or

    • Detection of 5q deletion in the , or with length ≥ 5 Mbp and VCF filters = PASS

    • Detection of monosomy 7 in the or with VCF filters = PASS

    • Detection of 11q deletion in the , or with length ≥ 5 Mbp and VCF filters = PASS

    • Detection of 12p deletion in the , or with length ≥ 5 Mbp and VCF filters = PASS

    • Detection of monosomy 13 in the , or with VCF filters = PASS

    • Detection of 17p deletion in the , or with length ≥ 5 Mbp and VCF filters = PASS

    • Detection of isochromosome 17q in the

    • Detection of idic(X)(q13) in the

    • Detection of ASXL1 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of BCOR variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of EZH2 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of SF3B1 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of SRSF2 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of STAG2 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of U2AF1 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    • Detection of ZRSR2 variant in the with the following characteristics:

      • VCF filters = PASS

      • Small variant

    Oncogenic or likely oncogenic (as indicated by a knowledge base biological classification or oncogenicity prediction)
  • VAF ≥ 0.10 (10%)

  • Detection of monosomy 5 in the User Determined Karyotype, or Variants Tab with VCF filters = PASS

  • Detection of 5q deletion in the User Determined Karyotype, or Variants Tab with length ≥ 5 Mbp and VCF filters = PASS

  • Detection of monosomy 7 in the User Determined Karyotype, or Variants Tab with VCF filters = PASS

  • Detection of monosomy 17 in the User Determined Karyotype, or Variants Tab with VCF filters = PASS

  • Detection of 17p deletion in the User Determined Karyotype, or Variants Tab with length ≥ 5 Mbp and VCF filters = PASS

  • Detection of complex karyotype in the User Determined Karyotype or Variants Tab

  • Detection of monosomal karyotype in the User Determined Karyotype or Variants Tab

  • Detection of ASXL1 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of BCOR variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of EZH2 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of SF3B1 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of SRSF2 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of STAG2 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of U2AF1 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Detection of ZRSR2 variant in the Variants Tab with the following characteristics:

    • VCF filters = PASS

    • Small variant

    • Oncogenic or likely oncogenic (as indicated by a knowledge base or )

  • Constitutional abnormalities are not counted.

  • In case of multiple clones (subclones or independent clones), chromosome abnormalities in each clone/subclone are counted separately and the number of chromosomal abnormalities is defined by the clone with the highest abnormalities.

  • For composite karyotypes, clonal chromosomal aberrations are counted in metaphases with the highest number of abnormalities.

  • Overview Tab
    WHO 2022arrow-up-right
    ELN 2022arrow-up-right
    Decision Trees
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Variants Tab
    Variants Tab
    User Determined Karyotype
    Blast count
    History of cytotoxic therapy exposure
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Variants Tab
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Variants Tab
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    Variants Tab
    User Determined Karyotype
    Blast count
    History of cytotoxic therapy exposure
    Variants Tab
    APL with PML::RARA fusion prediction with decision tree
    Generated interpretation summary text
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
  • Located in the bZIP domain

  • Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    Oncogenic or likely oncogenic (as indicated by a knowledge base or )
    biological classification
    oncogenicity prediction
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    History of myeloproliferative neoplasm
    complex karyotype
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    Variants Tab
    User Determined Karyotype
    User Determined Karyotype
    Variants Tab
    Variants Tab
    Variants Tab
    Variants Tab
    Variants Tab
    Variants Tab
    Variants Tab
    Variants Tab
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction
    biological classification
    oncogenicity prediction