A Framework for Fitness-for-Purpose and Reuse in Computational Phenotyping
November 17, 2025
Background
Chronic myelogenous leukemia is a blood cancer that attacks the bone marrow as well. It is essentially a condition when there is accumulation of white blood cells (granulocytes) in the bone marrow. Abnormal white blood cells which are usually designated as leukemia cells or blast cells are frequently the primary cause of leukemia diseases. Human chromosomes have different roles and their abnormality involves a random exchange of parts between chromosomes 9 and 22. Therefore this gene mutation results in the detection of the BCR-ABL1 fusion gene which codes for a protein that stimulates the cell to grow and divide most irregularly. The infection is usually gradual and normally the first signs are not manifest until the disease is in its advanced stage.Â
Epidemiology
The incidence of CML globally is 0.87 cases/100,000 people which is almost the same for all ages but the peak of it was at the age of 70 and older where it reached 1.52 cases/100,000 people of that age. Besides that the disease higher chance of happening in males compared to females. The statistical centre of age at diagnosis is 56 years.Â
Anatomy
Pathophysiology
Philadelphia Chromosome Formation: The chromosome 9 and 22 were phased in over 95% of CML cases. This phenomenon is called the Philadelphia chromosome which is the cause for this genetic anomaly. As a result the BCR-ABL gene is made up. Â
BCR-ABL Oncogene: The gene forms an abnormally active protein called “TYK2”, which causes a cell signalling pathway that stimulates the cell growth and survival activities.Â
Abnormal Myeloid Cell Growth: By this oncogene’s intervention the normal myeloid cells and granulocytes‘ development into mature cells in the bone marrow is ceased and, in their place, the immature leukocytes rapidly proliferate resulting in a high white blood cell count.Â
Inhibition of Differentiation and Apoptosis: The fusion of protein prevents myeloid cells from maturing and the buildup of immature cells. It is also responsible for cell death prevention and thus the persistence and multiplication of abnormal cells.Â
Clinical Manifestations: Among the earliest symptoms are tiredness weight loss, fever and abdominal pain from enlarged spleen and the lowered ability to fight off infections because of impaired immunity.Â
Etiology
Chronic Myelogenous Leukaemia is a consequence of the cytogenetic abnormality called Philadelphia chromosome. This chromosome features a translocation between the distinct chromosomes 9 and 22 and by doing so it generates a fusion gene called BCR-ABL. This unusual gene produces a protein that acts to stimulate cell division without being able to prevent them from growing out of control and this is what leads to CML.Â
Genetics
Prognostic Factors
Cytogenetic Abnormalities: Specific genetic perversities e.g. the Philadelphia chromosome play their roles in CML and different additional chromosomal abnormalities correlate with worse outcomes in CML. Â
Blast Crisis Transformation: As to CML development a subsequent crisis may result in an increased number of immature cells (blasts). It shall be related to a worse outcome.Â
Response to Treatment: Patient responses to the treatment and most importantly so with tyrosine kinase inhibitors is significantly important in determining the prognosis.Â
Clinical History
Age group: Although people of any age might be affected by CML, adults are the ones who are often diagnosed with the disease with an average age of 64. Â
Physical Examination
General AppearanceÂ
Skin assessmentÂ
Lymph Nodes examinationÂ
Spleen and Liver assessmentÂ
Cardiovascular assessmentÂ
Respiratory assessmentÂ
Neurological ExaminationÂ
Age group
Associated comorbidity
Cardiovascular diseaseÂ
ThrombosisÂ
AnemiaÂ
Gastrointestinal symptomsÂ
Psychological distressÂ
Associated activity
Acuity of presentation
Unintentional Weight Loss: People with CML may lose weight accidentally and without attempting to. Â
Abdominal pain: CML patients may experience splenomegaly or enlarged spleen and less frequently hepatomegaly or enlarged liver which can cause pain or fullness in the belly.Â
Fatigue: This is also the common symptoms associated with CML.Â
Differential Diagnoses
Acute Myeloid LeukemiaÂ
Other Myeloproliferative NeoplasmsÂ
Reactive Causes of LeukocytosisÂ
Benign LeukocytosisÂ
Laboratory Studies
Imaging Studies
Procedures
Histologic Findings
Staging
Treatment Paradigm
Tyrosine kinase inhibitors: TKIs are essential for treating chronic myeloid leukemia because they work by blocking the BCR-ABL protein.
Allogeneic Stem Cell Transplantation: When a patient has advanced CML or is resistant to several TKIs stem cells from a healthy donor are used to replace the diseased bone marrow.Â
Clinical Trials: For patients whose traditional treatments are unsuccessful or who would like access to innovative medications clinical trials investigate new CML treatments such as targeted therapy and therapeutic combinations.Â
by Stage
by Modality
Chemotherapy
Radiation Therapy
Surgical Interventions
Hormone Therapy
Immunotherapy
Hyperthermia
Photodynamic Therapy
Stem Cell Transplant
Targeted Therapy
Palliative Care
lifestyle-modifications-in-treating-cml
Reduce Toxin Exposure: To reduce the burden on your immune system, stay away from pesticides and smoking. Â
Keep It clean: To improve air quality and lower allergies keep your area neat and free of mould and dust.Â
Handle Stress: Reduce stress which can impair your immune system by including calming methods like yoga or meditation.Â
Remain Active: To improve your mood immunity and general well-being do light to moderate exercise daily.Â
Effectiveness of antineoplastics agents in treating CML
Hydroxyurea: Hydroxyurea acts by blocking the ribonucleotide reductase enzyme which is useful in producing DNA.Â
Busulfan: It acts as an alkylating agent which prevents the cell division and inhibits DNA synthesis. Â
3- Role of Tyrosine Kinase Inhibitors in treating CML: Specialty: HematologyÂ
Imatinib: The first TKI authorised for the treatment of CML was imatinib. Particularly during the chronic stage of the illness it has proven to be quite successful. Â
Bosutinib: Patients with CML who are resistant to, or intolerant of previous therapy may be treated with bosutinib a TKI.Â
Role of FGFR Inhibitors in treating CML
Pemigatinib is a medication for adults with refractory/relapsed cholangiocarcinoma that inhibits FGFR 1/2/3 phosphorylation and reducing cell viability in cancer cell lines.Â
role-of-management-in-treating-cml
Diagnosis: CML is diagnosed through blood tests like CBC and bone marrow biopsy, often confirmed with molecular tests like PCR or FISH for the Ph chromosome.Â
Initial treatment: It includes tyrosine kinase inhibitors such as imatinib, dasatinib and bosutinib. These are chosen based on factors like age and health to reduce abnormal white blood cells and halt disease progression. Â
Monitoring: It involves regular tests like blood cell counts and quantitative PCR and occasionally bone marrow biopsies to track treatment response and disease progression.Â
Long-Term Management: Patients with good treatment responses continue TKI therapy and undergo regular monitoring for disease recurrence or progression.Â
Medication
100
mg
Tablet
Oral
once a day
It is used for the treatment of newly diagnosed Philadelphia chromosome-positive chronic myeloid leukemia in chronic phase Ph+ CML-CP:
300
mg
Orally
twice a day
400 mg given orally per day for chronic phase  Â
600 mg given orally per day for accelerated phase or blast crisis  Â
An increased dose is given to patients if there is no severe adverse drug reaction or severe non-leukemia as in the below areas:  Â
the disease progression fails to reach satisfactory hematologic response after at least three months of treatment, failure to achieve a cytogenetic response after 6-12 months of treatment or loss of a previously completed hematologic or cytogenetic response  Â
600 mg orally once a day for disease progression chronic phase  Â
400 mg orally two times a day for disease progression accelerated phase or blast crisis  Â
continue the treatment until there is no progressive disease or unacceptable toxicity occurs  Â
Take a dose of 400 mg orally once daily:
ponatinib is indicated to treat chronic myeloid leukemia
A dose of 45 mg, four times daily, is administered four times daily
The medication is continued until the disease is reduced to acceptable toxicity
Discontinue treatment if the response doesn’t occur after three months
Induction: 1.25 mg/m2 Subcutaneous twice a day for 2 weeks every 28 days; continue every 28 days till the hematologic response is achieved.
maintenance: 1.25 mg/m2 Subcutaneous twice a day for 1 week every 28 days; continue for as long as clinically necessary
Dose Adjustments
Dosing Modifications
Nonhematologic toxicity should be managed symptomatically; therapy may be interrupted and/or delayed until the toxicity is resolved
Thrombocytopenia or neutropenia
For hematologic toxicities (e.g., thrombocytopenia, neutropenia), dosage cycles can be delayed or the total number of days throughout the cycle reduced
Grade 3 thrombocytopenia (platelets below 50 x 109/L) or grade 4 neutropenia (AND below 0.5 x 109/L) Delay initiating the next cycle till the ANC and platelet counts are above 1 and 50 x 109/L, respectively
Reduce the number of dosage days by two days for the next cycle (for example 12 or 5 days)
Indicated for Chronic Myeloid Leukemia
Patients with the T3151 mutation:
200 mg orally two times a day
Continue until unacceptable toxicity or the disease progression occurs
Prior treated patients: 80 mg orally every day
Or
40 mg orally two times a day
Continue until unacceptable toxicity or the disease progression occurs
Dose modifications
For adverse reactions, dose reductions:
1st dose diminishment
Prior treated Ph+ CP-CML: 40 mg orally every day
Or
20 mg orally two times a day
Ph+ CP-CML with the T3151 mutation: 160 mg orally two times a day
For patients who are unable to tolerate 1st dose diminishment, permanently discontinue
Thrombocytopenia or neutropenia:
Retain until the ANC is more than 1x 109/L or the platelets are more than 50x 109/L
Resolved within 2 weeks: Restart at the starting dose
Resolved >2 weeks: Restart at a decreased dose
If it reoccurs, restain until the ANC is more than 1x 109/L or the platelets are more than 50x 109/L; then restart at a reduced dose
Asymptomatic amylase or lipase elevation
Retain until the <1.5x ULN occurs
If resolved, restart at a decreased dose
If not resolved, discontinue permanently
If it reoccurs at decreased dose, discontinue permanently
Renal impairment
Mild-severe: Dose adjustment not necessary
Hepatic impairment
Mild-severe: Dose adjustment not necessary
A single oral dose of 20 to 30 mg/kg/day. As an alternative, administer 80 mg/kg as a single dose every three days (for solid tumours). Concomitant irradiation treatment: 80 mg/kg as a single dosage given every three days, starting at least 1 week before radiotherapy, is considered
For > 1year children
230 mg per m2 orally 2x a day
and round to the nearest 50 mg dose
the Maximum dose given is 400 mg per dose
Dosing based on body surface area (BSA):
if BSA 0.32 m2: 50 mg orally 2x a day
if BSA 0.33-0.54 m2: 100 mg orally 2x a day
if BSA 0.55-0.76 m2: 150 mg orally 2x a day
if BSA 0.77-0.97 m2: 200 mg orally 2x a day
if BSA 0.98-1.19 m2: 250 mg orally 2x a day
if BSA 1.2-1.41 m2: 300 mg orally 2x a day
if BSA 1.42-1.63 m2: 350 mg orally 2x a day
if BSA 1.64 m2: 400 mg orally 2x a day
Age:>1 year  Â
340 mg per m2 given orally per day or 170 mg per m2 given orally twice a day  Â
The maximum dose given is 600 mg daily  Â
continue the treatment until there is no progressive disease or unacceptable toxicity occurs Â
Age: <1year  Â
Safety and efficacy not established  Â
Safety and efficacy not established
Future Trends
References
Chronic Myelogenous Leukemia – StatPearls – NCBI Bookshelf (nih.gov)Â
Â
Chronic myelogenous leukemia is a blood cancer that attacks the bone marrow as well. It is essentially a condition when there is accumulation of white blood cells (granulocytes) in the bone marrow. Abnormal white blood cells which are usually designated as leukemia cells or blast cells are frequently the primary cause of leukemia diseases. Human chromosomes have different roles and their abnormality involves a random exchange of parts between chromosomes 9 and 22. Therefore this gene mutation results in the detection of the BCR-ABL1 fusion gene which codes for a protein that stimulates the cell to grow and divide most irregularly. The infection is usually gradual and normally the first signs are not manifest until the disease is in its advanced stage.Â
The incidence of CML globally is 0.87 cases/100,000 people which is almost the same for all ages but the peak of it was at the age of 70 and older where it reached 1.52 cases/100,000 people of that age. Besides that the disease higher chance of happening in males compared to females. The statistical centre of age at diagnosis is 56 years.Â
Philadelphia Chromosome Formation: The chromosome 9 and 22 were phased in over 95% of CML cases. This phenomenon is called the Philadelphia chromosome which is the cause for this genetic anomaly. As a result the BCR-ABL gene is made up. Â
BCR-ABL Oncogene: The gene forms an abnormally active protein called “TYK2”, which causes a cell signalling pathway that stimulates the cell growth and survival activities.Â
Abnormal Myeloid Cell Growth: By this oncogene’s intervention the normal myeloid cells and granulocytes‘ development into mature cells in the bone marrow is ceased and, in their place, the immature leukocytes rapidly proliferate resulting in a high white blood cell count.Â
Inhibition of Differentiation and Apoptosis: The fusion of protein prevents myeloid cells from maturing and the buildup of immature cells. It is also responsible for cell death prevention and thus the persistence and multiplication of abnormal cells.Â
Clinical Manifestations: Among the earliest symptoms are tiredness weight loss, fever and abdominal pain from enlarged spleen and the lowered ability to fight off infections because of impaired immunity.Â
Chronic Myelogenous Leukaemia is a consequence of the cytogenetic abnormality called Philadelphia chromosome. This chromosome features a translocation between the distinct chromosomes 9 and 22 and by doing so it generates a fusion gene called BCR-ABL. This unusual gene produces a protein that acts to stimulate cell division without being able to prevent them from growing out of control and this is what leads to CML.Â
Cytogenetic Abnormalities: Specific genetic perversities e.g. the Philadelphia chromosome play their roles in CML and different additional chromosomal abnormalities correlate with worse outcomes in CML. Â
Blast Crisis Transformation: As to CML development a subsequent crisis may result in an increased number of immature cells (blasts). It shall be related to a worse outcome.Â
Response to Treatment: Patient responses to the treatment and most importantly so with tyrosine kinase inhibitors is significantly important in determining the prognosis.Â
Age group: Although people of any age might be affected by CML, adults are the ones who are often diagnosed with the disease with an average age of 64. Â
General AppearanceÂ
Skin assessmentÂ
Lymph Nodes examinationÂ
Spleen and Liver assessmentÂ
Cardiovascular assessmentÂ
Respiratory assessmentÂ
Neurological ExaminationÂ
Cardiovascular diseaseÂ
ThrombosisÂ
AnemiaÂ
Gastrointestinal symptomsÂ
Psychological distressÂ
Unintentional Weight Loss: People with CML may lose weight accidentally and without attempting to. Â
Abdominal pain: CML patients may experience splenomegaly or enlarged spleen and less frequently hepatomegaly or enlarged liver which can cause pain or fullness in the belly.Â
Fatigue: This is also the common symptoms associated with CML.Â
Acute Myeloid LeukemiaÂ
Other Myeloproliferative NeoplasmsÂ
Reactive Causes of LeukocytosisÂ
Benign LeukocytosisÂ
Tyrosine kinase inhibitors: TKIs are essential for treating chronic myeloid leukemia because they work by blocking the BCR-ABL protein.
Allogeneic Stem Cell Transplantation: When a patient has advanced CML or is resistant to several TKIs stem cells from a healthy donor are used to replace the diseased bone marrow.Â
Clinical Trials: For patients whose traditional treatments are unsuccessful or who would like access to innovative medications clinical trials investigate new CML treatments such as targeted therapy and therapeutic combinations.Â
Hematology
Reduce Toxin Exposure: To reduce the burden on your immune system, stay away from pesticides and smoking. Â
Keep It clean: To improve air quality and lower allergies keep your area neat and free of mould and dust.Â
Handle Stress: Reduce stress which can impair your immune system by including calming methods like yoga or meditation.Â
Remain Active: To improve your mood immunity and general well-being do light to moderate exercise daily.Â
Hematology
Hydroxyurea: Hydroxyurea acts by blocking the ribonucleotide reductase enzyme which is useful in producing DNA.Â
Busulfan: It acts as an alkylating agent which prevents the cell division and inhibits DNA synthesis. Â
3- Role of Tyrosine Kinase Inhibitors in treating CML: Specialty: HematologyÂ
Imatinib: The first TKI authorised for the treatment of CML was imatinib. Particularly during the chronic stage of the illness it has proven to be quite successful. Â
Bosutinib: Patients with CML who are resistant to, or intolerant of previous therapy may be treated with bosutinib a TKI.Â
Hematology
Pemigatinib is a medication for adults with refractory/relapsed cholangiocarcinoma that inhibits FGFR 1/2/3 phosphorylation and reducing cell viability in cancer cell lines.Â
Hematology
Diagnosis: CML is diagnosed through blood tests like CBC and bone marrow biopsy, often confirmed with molecular tests like PCR or FISH for the Ph chromosome.Â
Initial treatment: It includes tyrosine kinase inhibitors such as imatinib, dasatinib and bosutinib. These are chosen based on factors like age and health to reduce abnormal white blood cells and halt disease progression. Â
Monitoring: It involves regular tests like blood cell counts and quantitative PCR and occasionally bone marrow biopsies to track treatment response and disease progression.Â
Long-Term Management: Patients with good treatment responses continue TKI therapy and undergo regular monitoring for disease recurrence or progression.Â
Chronic Myelogenous Leukemia – StatPearls – NCBI Bookshelf (nih.gov)Â
Â
Chronic myelogenous leukemia is a blood cancer that attacks the bone marrow as well. It is essentially a condition when there is accumulation of white blood cells (granulocytes) in the bone marrow. Abnormal white blood cells which are usually designated as leukemia cells or blast cells are frequently the primary cause of leukemia diseases. Human chromosomes have different roles and their abnormality involves a random exchange of parts between chromosomes 9 and 22. Therefore this gene mutation results in the detection of the BCR-ABL1 fusion gene which codes for a protein that stimulates the cell to grow and divide most irregularly. The infection is usually gradual and normally the first signs are not manifest until the disease is in its advanced stage.Â
The incidence of CML globally is 0.87 cases/100,000 people which is almost the same for all ages but the peak of it was at the age of 70 and older where it reached 1.52 cases/100,000 people of that age. Besides that the disease higher chance of happening in males compared to females. The statistical centre of age at diagnosis is 56 years.Â
Philadelphia Chromosome Formation: The chromosome 9 and 22 were phased in over 95% of CML cases. This phenomenon is called the Philadelphia chromosome which is the cause for this genetic anomaly. As a result the BCR-ABL gene is made up. Â
BCR-ABL Oncogene: The gene forms an abnormally active protein called “TYK2”, which causes a cell signalling pathway that stimulates the cell growth and survival activities.Â
Abnormal Myeloid Cell Growth: By this oncogene’s intervention the normal myeloid cells and granulocytes‘ development into mature cells in the bone marrow is ceased and, in their place, the immature leukocytes rapidly proliferate resulting in a high white blood cell count.Â
Inhibition of Differentiation and Apoptosis: The fusion of protein prevents myeloid cells from maturing and the buildup of immature cells. It is also responsible for cell death prevention and thus the persistence and multiplication of abnormal cells.Â
Clinical Manifestations: Among the earliest symptoms are tiredness weight loss, fever and abdominal pain from enlarged spleen and the lowered ability to fight off infections because of impaired immunity.Â
Chronic Myelogenous Leukaemia is a consequence of the cytogenetic abnormality called Philadelphia chromosome. This chromosome features a translocation between the distinct chromosomes 9 and 22 and by doing so it generates a fusion gene called BCR-ABL. This unusual gene produces a protein that acts to stimulate cell division without being able to prevent them from growing out of control and this is what leads to CML.Â
Cytogenetic Abnormalities: Specific genetic perversities e.g. the Philadelphia chromosome play their roles in CML and different additional chromosomal abnormalities correlate with worse outcomes in CML. Â
Blast Crisis Transformation: As to CML development a subsequent crisis may result in an increased number of immature cells (blasts). It shall be related to a worse outcome.Â
Response to Treatment: Patient responses to the treatment and most importantly so with tyrosine kinase inhibitors is significantly important in determining the prognosis.Â
Age group: Although people of any age might be affected by CML, adults are the ones who are often diagnosed with the disease with an average age of 64. Â
General AppearanceÂ
Skin assessmentÂ
Lymph Nodes examinationÂ
Spleen and Liver assessmentÂ
Cardiovascular assessmentÂ
Respiratory assessmentÂ
Neurological ExaminationÂ
Cardiovascular diseaseÂ
ThrombosisÂ
AnemiaÂ
Gastrointestinal symptomsÂ
Psychological distressÂ
Unintentional Weight Loss: People with CML may lose weight accidentally and without attempting to. Â
Abdominal pain: CML patients may experience splenomegaly or enlarged spleen and less frequently hepatomegaly or enlarged liver which can cause pain or fullness in the belly.Â
Fatigue: This is also the common symptoms associated with CML.Â
Acute Myeloid LeukemiaÂ
Other Myeloproliferative NeoplasmsÂ
Reactive Causes of LeukocytosisÂ
Benign LeukocytosisÂ
Tyrosine kinase inhibitors: TKIs are essential for treating chronic myeloid leukemia because they work by blocking the BCR-ABL protein.
Allogeneic Stem Cell Transplantation: When a patient has advanced CML or is resistant to several TKIs stem cells from a healthy donor are used to replace the diseased bone marrow.Â
Clinical Trials: For patients whose traditional treatments are unsuccessful or who would like access to innovative medications clinical trials investigate new CML treatments such as targeted therapy and therapeutic combinations.Â
Hematology
Reduce Toxin Exposure: To reduce the burden on your immune system, stay away from pesticides and smoking. Â
Keep It clean: To improve air quality and lower allergies keep your area neat and free of mould and dust.Â
Handle Stress: Reduce stress which can impair your immune system by including calming methods like yoga or meditation.Â
Remain Active: To improve your mood immunity and general well-being do light to moderate exercise daily.Â
Hematology
Hydroxyurea: Hydroxyurea acts by blocking the ribonucleotide reductase enzyme which is useful in producing DNA.Â
Busulfan: It acts as an alkylating agent which prevents the cell division and inhibits DNA synthesis. Â
3- Role of Tyrosine Kinase Inhibitors in treating CML: Specialty: HematologyÂ
Imatinib: The first TKI authorised for the treatment of CML was imatinib. Particularly during the chronic stage of the illness it has proven to be quite successful. Â
Bosutinib: Patients with CML who are resistant to, or intolerant of previous therapy may be treated with bosutinib a TKI.Â
Hematology
Pemigatinib is a medication for adults with refractory/relapsed cholangiocarcinoma that inhibits FGFR 1/2/3 phosphorylation and reducing cell viability in cancer cell lines.Â
Hematology
Diagnosis: CML is diagnosed through blood tests like CBC and bone marrow biopsy, often confirmed with molecular tests like PCR or FISH for the Ph chromosome.Â
Initial treatment: It includes tyrosine kinase inhibitors such as imatinib, dasatinib and bosutinib. These are chosen based on factors like age and health to reduce abnormal white blood cells and halt disease progression. Â
Monitoring: It involves regular tests like blood cell counts and quantitative PCR and occasionally bone marrow biopsies to track treatment response and disease progression.Â
Long-Term Management: Patients with good treatment responses continue TKI therapy and undergo regular monitoring for disease recurrence or progression.Â
Chronic Myelogenous Leukemia – StatPearls – NCBI Bookshelf (nih.gov)Â
Â

Both our subscription plans include Free CME/CPD AMA PRA Category 1 credits.

On course completion, you will receive a full-sized presentation quality digital certificate.
A dynamic medical simulation platform designed to train healthcare professionals and students to effectively run code situations through an immersive hands-on experience in a live, interactive 3D environment.

When you have your licenses, certificates and CMEs in one place, it's easier to track your career growth. You can easily share these with hospitals as well, using your medtigo app.
