Bilal Hasdemir

Bilal Hasdemir

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30 Days After Stem Cell Transplant: Relapse
30 Days After Stem Cell Transplant: Relapse 4

The critical window. Learn what happens 30 days after stem cell transplant and how common relapse is during this early recovery phase.

Relapse after a bone marrow transplant is a big worry for doctors. It affects many patients, changing their survival chances and life quality.

Studies show that 40-45% of patients get sick again after getting transplants from siblings. About 35% of those with transplants from unrelated donors also face relapse. This shows we need better ways to help patients recover and stay healthy after a transplant.

We understand how important it is to know how often relapse happens. We also know how key it is to find new ways to catch it early. This can help make patients’ lives better and their outcomes more positive.

Key Takeaways

  • Relapse after bone marrow transplant is a significant clinical concern.
  • Approximately 40-45% of patients with HLA-identical sibling transplants experience relapse.
  • About 35% of patients with unrelated donor transplants experience disease relapse.
  • Understanding relapse prevalence is key to better patient outcomes.
  • Advances in early detection are vital for better post-transplant care.

Understanding Bone Marrow Transplants

30 Days After Stem Cell Transplant: Relapse
30 Days After Stem Cell Transplant: Relapse 5

Learning about bone marrow transplants is key for those thinking about this treatment. These transplants, also known as stem cell transplants, are vital for treating serious diseases like leukemia and lymphoma.

What is a Bone Marrow Transplant?

A bone marrow transplant replaces a patient’s bad bone marrow with healthy stem cells. It’s used for diseases like cancer and some autoimmune disorders. The aim is to help the body make healthy blood cells.

Types of Bone Marrow Transplants

There are different types of bone marrow transplants, each with its own use:

  • Autologous Transplant: Uses the patient’s own stem cells, collected, stored, and then given back after treatment.
  • Allogeneic Transplant: Uses stem cells from a donor, who can be a relative or someone else.
  • Syngeneic Transplant: A rare type where the donor is an identical twin.

The Transplantation Process

The bone marrow transplant process is detailed and has several steps:

  1. Pre-transplant evaluation: Checking if the patient is a good candidate for a transplant.
  2. Conditioning regimen: Getting the patient ready for the transplant with chemotherapy and/or radiation.
  3. Stem cell infusion: The transplant itself, where the stem cells are put into the patient’s blood.
  4. Post-transplant care: Watching for problems and helping the patient recover.

Understanding these parts of bone marrow transplants helps patients make informed choices. It also prepares them for what to expect during the treatment.

Defining Relapse in Transplant Patients

30 Days After Stem Cell Transplant: Relapse
30 Days After Stem Cell Transplant: Relapse 6

For those who have had a bone marrow transplant, knowing what relapse means is key. Relapse happens when a disease comes back after it seemed to get better. It’s important to understand the types of relapse and how they affect patients.

Clinical Definition of Relapse

Relapse is when disease symptoms or markers show up again after a transplant. Doctors use tests and scans to find this. Finding relapse early is very important for treatment.

  • Doctors check symptoms and medical history.
  • Tests include blood counts and bone marrow biopsies.
  • Scans like PET scans help spot disease return.

Molecular vs. Hematologic Relapse

There are two main types of relapse: molecular and hematologic. Molecular relapse shows up as genetic markers in blood or bone marrow. Hematologic relapse is when disease shows up in blood or bone marrow with symptoms.

“The difference between molecular and hematologic relapse is key for choosing the right treatment.” –

Expert in Hematology

Impact of Relapse on Patient Outcomes

Relapse can greatly affect how long a patient lives and their quality of life. Knowing the signs and risks of relapse is important. We will look into these to understand relapse better.

  1. Survival rates after relapse depend on the disease and its stage.
  2. Quality of life can drop due to more treatments and possible side effects.
  3. After relapse, treatments might include more chemo, targeted therapy, or a second transplant.

Overall Relapse Statistics After Bone Marrow Transplantation

Looking at relapse rates after bone marrow transplant shows a complex picture. Many factors influence these rates. Disease type, donor match, and more all play a role.

General Relapse Rates

Research shows relapse rates vary widely after bone marrow transplant. For example, a study in the Journal of Clinical Oncology found a 30% relapse rate at 5 years for some patients.

A leading researcher notes, “Relapse risk is a big concern after bone marrow transplant. It requires careful monitoring and follow-up.”

“Managing relapse post-transplant needs a detailed plan. This includes regular checks and quick action.”

Hematologist

Disease Type

Relapse Rate at 1 Year

Relapse Rate at 5 Years

Acute Myeloid Leukemia (AML)

15%

35%

Acute Lymphoblastic Leukemia (ALL)

20%

40%

Chronic Myeloid Leukemia (CML)

10%

25%

Survival Rates Post-Relapse

Survival after relapse is often low. But, it depends on several factors like when the relapse happens and the disease type.

Early detection and action are key to better outcomes. Studies show patients who relapse early have a worse prognosis than those who relapse later.

Comparative Data Across Treatment Centers

Looking at data from different centers can help find the best practices. A study found big differences in relapse rates. This shows the importance of specific center factors.

  • Center experience and volume
  • Protocols for post-transplant care
  • Use of advanced diagnostic technologies

Understanding these factors helps healthcare providers improve patient care. We keep studying and refining our methods to give our patients the best care.

Factors Influencing Relapse Risk

Relapse risk after bone marrow transplantation comes from many angles. These include the disease itself, the patient’s health, and the donor’s characteristics. Knowing these helps in creating better care plans after transplant.

Disease Type and Stage

The disease’s type and stage at transplant time greatly affect relapse risk. For example, acute myeloid leukemia (AML) has different risks based on its genetics and transplant timing.

Table 1: Relapse Risk by Disease Type

Disease Type

Relapse Risk

Acute Myeloid Leukemia (AML)

Moderate to High

Acute Lymphoblastic Leukemia (ALL)

High

Chronic Myeloid Leukemia (CML)

Low to Moderate

Myelodysplastic Syndrome (MDS)

Moderate

Patient Age and Overall Health

Patient age and health are key in determining relapse risk. Older patients or those with health issues face higher risks. This is because their immune systems are weaker and they’re more prone to complications.

  • Older age is linked to higher relapse risk.
  • Health problems can make recovery harder after transplant.
  • How well a patient functions and their performance score predict outcomes.

Donor Compatibility Factors

How well the donor and recipient match is also important. Better matches lower the risk of graft-versus-host disease (GVHD). This can also reduce relapse risk thanks to the graft-versus-leukemia (GVL) effect.

The GVL effect is when the donor’s immune cells fight off any cancer cells left in the recipient.

  1. Matching HLA types is key to avoiding GVHD and boosting the GVL effect.
  2. The donor’s age and health affect the graft’s quality.
  3. Gender differences between donor and recipient can impact results.

Understanding these factors helps doctors better predict relapse risk. They can then tailor care to each patient, improving their chances and quality of life.

Relapse Rates by Disease Type

Knowing relapse rates by disease type is key for managing patient hopes and creating good post-transplant care plans. The chance of relapse after bone marrow transplant changes a lot based on the disease.

Acute Myeloid Leukemia (AML)

Acute Myeloid Leukemia (AML) starts in the bone marrow and quickly spreads to the blood. It can also move to other parts of the body. Relapse rates for AML patients after bone marrow transplant can range from 20% to 40%. This depends on the patient’s health, the disease’s stage at transplant, and the donor type.

Acute Lymphoblastic Leukemia (ALL)

Acute Lymphoblastic Leukemia (ALL) is a fast-growing blood cancer that affects lymphoid cells. ALL relapse rates post-transplant are generally higher than those for AML, often between 30% to 50%. The risk factors include the patient’s age, the presence of minimal residual disease, and the leukemia’s genetic characteristics.

Chronic Myeloid Leukemia (CML)

Chronic Myeloid Leukemia (CML) is a cancer that affects white blood cells and grows slowly. The relapse rate for CML after a bone marrow transplant is generally lower, ranging from 10% to 30%. Advances in tyrosine kinase inhibitor therapy have also helped improve CML patient outcomes.

Myelodysplastic Syndrome (MDS)

Myelodysplastic Syndrome (MDS) is a group of disorders caused by poorly formed or dysfunctional blood cells. The relapse rate for MDS after bone marrow transplantation can vary widely, often between 20% to 50%. This is influenced by the specific subtype of MDS, the patient’s age, and any cytogenetic abnormalities.

These disease-specific relapse rates show how important tailored post-transplant care is. By understanding the unique risks of different diseases, healthcare providers can create better monitoring and intervention strategies. This helps improve patient outcomes.

The First 30 Days After Stem Cell Transplant: Early Relapse Risk

Understanding the first 30 days after a stem cell transplant is key. Patients are watched closely for signs of recovery and any signs of relapse.

Immediate Post-Transplant Monitoring

Right after the transplant, patients have regular check-ups. These include:

  • Blood tests to check for new cells and detect any odd counts.
  • Bone marrow biopsies to see if donor cells are present.
  • Imaging studies to look for any disease return.

These steps help catch any problems early, so we can act fast.

Engraftment and Early Complications

Engraftment is when new blood cells start making. It’s a good sign the transplant is working. But, early problems can happen, like:

  1. Graft-versus-host disease (GVHD), where donor cells attack the patient’s body.
  2. Infections, because the patient’s immune system is weak.
  3. Relapse, where the disease comes back.

Spotting and treating these issues early is key to success.

Initial Signs of Possible Relapse

Spotting early signs of relapse is important in the first 30 days. Look out for:

  • Odd blood cell counts.
  • Disease markers in blood or bone marrow.
  • Symptoms like tiredness, weight loss, or pain.

Acting fast on these signs can stop a relapse.

Intervention Strategies During This Period

Interventions in the first 30 days vary based on the patient. They might include:

  • Changing immunosuppressive therapy to fight GVHD or help fight leukemia.
  • Using treatments to prevent infections.
  • Targeted therapies for early relapse signs.

These plans aim to help the patient recover and avoid complications.

Signs of Relapse After Bone Marrow Transplant

Relapse after a bone marrow transplant can show up in many ways. It’s key to know the warning signs early. This can help a lot in patient care and quick action.

Physical Symptoms

Physical signs are often the first hint of a relapse. Look out for persistent fatigue, unexplained weight loss, and recurring fevers. You might also see swollen lymph nodes, bone pain, or enlargement of the spleen. It’s important to tell your doctor about these symptoms right away.

Laboratory Indicators

Labs are key in spotting relapse. Watch for abnormal blood cell counts, malignant cells in the blood or bone marrow, and genetic marker changes. Regular checks can catch relapse early.

Imaging Findings

Tests like CT scans, PET scans, and MRI are very helpful. They can show enlarged lymph nodes, organ involvement, or other signs of disease growth. These findings, along with lab results, help confirm relapse.

Distinguishing Relapse from Other Complications

Telling relapse apart from other transplant issues is tough but vital. Symptoms like graft-versus-host disease (GVHD), infections, and organ toxicity can look like relapse. A detailed check-up, including lab tests and scans, is needed to figure out what’s going on.

The time after a bone marrow transplant is very important. Being alert to relapse signs can greatly help patient care. By spotting these signs early and knowing the difference from other issues, doctors can give better care and improve patient results.

The Critical Six Months Post Stem Cell Transplant

The time after a stem cell transplant is very important. The first six months are key for watching over patients. They are at a higher risk of the disease coming back, so careful watching is needed.

Significance of Early vs. Late Relapse

Relapse can happen at any time after a transplant. But, the risk changes over time. Early relapse in the first six months is often worse than late relapse after six months. Knowing the difference helps doctors plan better treatments.

Early relapse means the disease is aggressive or the transplant didn’t work well. Late relapse might mean the transplant’s protection is wearing off or new disease cells are growing.

Prognosis for Patients Relapsing Within Six Months

Patients who relapse early face a tough road. Their disease is often more aggressive, and they’re weaker from the transplant. Prompt treatment is key, which might include chemotherapy, immunotherapy, or a second transplant.

Prognosis for Patients Relapsing After Six Months

Patients who relapse later might have a better chance. This depends on their disease, health, and any other health issues. Treatment for late relapse can be more flexible, using old treatments or new ones.

Monitoring Protocols During This Period

Watching patients closely in the first six months is essential. This means regular blood tests to check for disease signs. Bone marrow biopsies might also be needed.

Monitoring Parameter

Frequency

Purpose

Blood Tests (CBC, Chemistry)

Weekly to Monthly

Assess overall health, detect early signs of relapse or complications

Chimerism Analysis

Monthly

Evaluate the proportion of donor cells in the patient’s bone marrow

Minimal Residual Disease (MRD) Assessment

Every 3 Months

Detect small amounts of residual disease

Bone Marrow Biopsy

As Clinically Indicated

Directly assess the bone marrow for signs of relapse or disease

By keeping a close eye on patients in the first six months, doctors can catch problems early. This helps improve treatment success.

Donor Type and Relapse Rates

The type of donor for a bone marrow transplant greatly affects the chance of relapse. Different donors carry different risks. This is a key factor in transplant success.

HLA-Identical Sibling Donors

Transplants from HLA-identical siblings often have a lower relapse risk. This is because siblings share similar genes. This similarity helps fight off cancer cells better.

A study in the Blood journal found that siblings’ transplants work well for some cancers. For example, they are good for acute myeloid leukemia (AML).

Unrelated Donor Transplants

Unrelated donor transplants are common, thanks to registries like the National Marrow Donor Program (NMDP). These transplants have a higher GVHD risk. But, better HLA typing has improved results.

Studies show that, with better matching, the relapse risk is getting closer to siblings’. Yet, unrelated donors might have a slightly higher risk.

Haploidentical Transplants

Haploidentical transplants use donors who are half-matched, usually family members. They are an option when no HLA-identical donor is available. Advances in treatment have made them more viable.

These transplants carry a higher GVHD risk and might have higher relapse rates. But, they offer hope for those without a matched donor. Research is ongoing to improve their outcomes.

Cord Blood Transplants

Cord blood transplants use stem cells from umbilical cord blood. They are suitable for kids or adults with smaller body mass. They might have a lower GVHD risk but could have a higher relapse risk.

Cord blood grafts have a special immune profile. This affects relapse risk, making careful consideration important.

In summary, choosing the right donor for a bone marrow transplant is critical. It greatly affects the risk of relapse. Understanding the differences in donor types is key to better transplant outcomes.

Disease Risk Categories and Relapse Probability

Disease risk categories are key in figuring out how likely a patient is to relapse after bone marrow transplant. Knowing these categories helps doctors plan the best treatment.

Standard-Risk Conditions

Patients with standard-risk conditions usually have a better chance of doing well. These conditions often include:

  • Diseases in remission or with little disease left
  • Good overall health
  • Favorable test results

For these patients, the chance of relapse is lower. The goal is to keep the disease away and reduce side effects from treatment. Keeping a close eye on them and providing support is very important to avoid problems and ensure they live a long life.

High-Risk and Advanced Disease

On the other hand, patients with high-risk or advanced disease are at a higher risk of relapse. High-risk features might include:

  1. Disease that’s advanced at the time of transplant
  2. Poor test results
  3. Little disease left despite treatment

For these patients, watching them closely and acting fast is key to catching relapse early. Doctors might use stronger treatments or therapies after transplant to lower relapse risk.

We know that disease risk categories greatly affect how likely a relapse is. With this knowledge, doctors can make treatment plans that fit each patient’s needs. This helps improve their chances of doing well.

Disease Risk Category

Relapse Probability

Key Characteristics

Standard Risk

Lower

Disease in remission, good health, favorable profiles

High Risk

Higher

Advanced disease, poor profiles, minimal residual disease

Bone Marrow Transplant Failed: What Next?

A bone marrow transplant failure doesn’t mean all hope is lost. It means it’s time to explore other treatment paths. Understanding the next steps and options is key.

Confirming Transplant Failure

To confirm a transplant failure, several tests are needed. These tests are vital for finding the right next steps. The process includes:

  • Bone marrow biopsies to check for disease presence and activity.
  • Blood tests to see blood cell levels and disease markers.
  • Imaging studies to look for disease growth.

Immediate Response Strategies

After confirming failure, several immediate steps are taken. These steps aim to stabilize the patient and prepare for more treatment. They include:

  1. Adjusting medications to manage GVHD or prevent complications.
  2. Starting supportive care to manage symptoms and improve life quality.
  3. Exploring secondary treatment options with the patient and family.

Secondary Treatment Options

After a failed transplant, treatment options vary. They depend on the patient’s condition, disease, and past treatments. Some options are:

Treatment Option

Description

Second Bone Marrow Transplant

Some patients may get a second transplant, using a different donor or regimen.

Donor Lymphocyte Infusion (DLI)

DLI uses lymphocytes from the original donor to fight the tumor.

Targeted Therapy

Targeted therapies aim at specific disease molecules.

Emotional and Practical Support

Support for patients and families after failure is essential. Supportive care services help manage symptoms and emotions. They also help with daily tasks and navigating healthcare. Resources include:

  • Counseling and psychological support.
  • Help with daily needs and errands.
  • Access to support groups and online communities.

Knowing the options and support available helps patients and families face challenges with hope and confidence.

Advances in Relapse Detection Technology

New technologies are changing how we watch over patients after bone marrow transplants. Finding relapse early is key for better care and results. These new tools help us give care that fits each patient’s needs.

The AlloHeme Assay

The AlloHeme assay is a new test for spotting cancer cells left after a transplant. It’s very good at finding these cells, helping doctors catch problems early.

Key Features of the AlloHeme Assay:

  • High sensitivity and specificity
  • Ability to detect MRD at very low levels
  • Personalized risk assessment for patients

Minimal Residual Disease

Minimal Residual Disease (MRD) means a few cancer cells stay after treatment. Watching MRD levels is key for spotting relapse risks. New ways to find MRD help us stop relapse before it starts.

MRD Monitoring Techniques

Description

Benefits

Flow Cytometry

Analyzes cell surface markers to identify abnormal cells

High sensitivity, rapid results

PCR (Polymerase Chain Reaction)

Amplifies specific DNA sequences to detect cancer cells

High specificity, quantitative results

Next-Generation Sequencing (NGS)

Sequences DNA to identify cancer-specific mutations

High sensitivity, complete analysis

Chimerism Analysis

Chimerism analysis checks how many donor and recipient cells are in a patient’s marrow or blood after a transplant. It helps see if the transplant is working and if there’s a chance of relapse.

“Chimerism analysis has become an essential tool in the post-transplant monitoring of patients, providing valuable insights into graft stability and disease recurrence.”

Hematologist

Benefits of Early Detection

Finding relapse early has many benefits. It means doctors can start treatment sooner, which can save lives. It also makes patients’ lives better by catching problems early.

The future of relapse detection lies in the continued advancement of diagnostic technologies, enabling us to provide more personalized and effective care to our patients.

 

Stem Cell Transplant Recovery Timeline and Relapse Risk

Recovering from a stem cell transplant is a journey with different stages. Each stage affects the risk of relapse. Knowing these stages is key to managing the patient’s care and improving outcomes.

Short-Term Recovery (0-100 Days)

The first 100 days after the transplant are very important. There’s a high chance of complications and infections. During this time, doctors watch closely for signs of the transplant working and for any signs of relapse.

  • Right after the transplant, doctors focus on managing side effects and preventing infections.
  • Regular blood tests and check-ups are key to tracking how the transplant is doing and catching early signs of relapse.

Medium-Term Recovery (100 Days-1 Year)

After the first 100 days, patients enter a recovery phase where the risk of relapse is high. Doctors keep an eye out for signs of graft-versus-host disease (GVHD) and relapse during this time.

“The first year after transplant is a critical period for monitoring and managing complications, including relapse.” – Hematologist

During this phase, doctors use regular follow-up appointments, blood tests, and sometimes bone marrow biopsies to keep an eye on the patient.

Long-Term Recovery (Beyond 1 Year)

For patients who make it past the first year, the focus shifts to long-term recovery and survivorship. While the risk of relapse goes down, it doesn’t go away completely.

Time Post-Transplant

Relapse Risk

Monitoring Strategies

0-100 Days

High

Frequent blood tests, close clinical monitoring

100 Days-1 Year

Moderate to High

Regular follow-ups, blood tests, possible bone marrow biopsies

Beyond 1 Year

Low to Moderate

Less frequent monitoring, focus on survivorship issues

Correlation Between Recovery Milestones and Relapse Risk

The link between recovery milestones and relapse risk is complex. Reaching certain milestones, like full engraftment and no GVHD, can mean a lower risk of relapse.

Key factors influencing relapse risk include:

  • Disease type and stage at transplant
  • Donor compatibility
  • Patient’s overall health and age

Understanding these factors and the recovery timeline helps doctors tailor care to each patient. This can help lower the risk of relapse.

When Does Transplant Come Back On: Recognizing Relapse Patterns

Spotting relapse early is key for better results after bone marrow transplants. Relapse can happen at any time after the transplant. Knowing when it might happen helps doctors act fast.

Common Timeframes for Relapse

Relapse can occur at different times. The biggest risk is in the first few months. But, it can also happen years later, so constant checks are needed.

Early Relapse: This usually happens within 100 days. It’s often due to leftover disease or the transplant not working.

Late Relapse: This happens after a year. It’s often because the disease comes back. It can also be due to other issues like GVHD.

Timeframe

Relapse Risk Factors

Monitoring Strategies

0-100 days

Residual disease, graft failure

Frequent chimerism analysis, MRD monitoring

100 days-1 year

Disease recurrence, GVHD status

Regular follow-up, symptom monitoring

Beyond 1 year

Late disease recurrence, secondary malignancies

Long-term follow-up, surveillance for secondary cancers

Disease-Specific Relapse Patterns

Different diseases have their own relapse patterns. For example, Acute Myeloid Leukemia (AML) often relapses early, within a year. On the other hand, Chronic Myeloid Leukemia (CML) might relapse later.

  • AML: High risk of early relapse, necessitating intensive monitoring.
  • CML: May relapse later, requiring ongoing surveillance.

Patient-Specific Risk Factors

Each patient’s risk of relapse is unique. Age, health, and who the donor is can all play a part. Older patients or those with health issues might face a higher risk.

Monitoring Strategies Based on Risk Profile

Monitoring should match the patient’s risk level. High-risk patients need closer and more detailed checks. This includes regular tests for chimerism and MRD.

By knowing when and why relapse might happen, doctors can act quickly. This helps improve patient outcomes.

Conclusion: The Future of Relapse Prevention and Treatment

As we move forward in bone marrow transplantation, focusing on preventing and treating relapse is key. We’ve looked at what affects relapse risk, like the disease type, patient health, and donor match.

New medical tech and treatment methods are helping patients more. The outlook for treating relapse is bright. Research is ongoing into new therapies and ways to monitor disease, like checking for minimal residual disease and analyzing chimerism.

Stopping relapse early is vital for better patient results. Knowing the risk factors and signs of relapse helps us create specific prevention plans. The future of preventing and treating relapse depends on more medical progress and teamwork in care.

FAQ

What are the signs of relapse after a bone marrow transplant?

Signs of relapse include feeling very tired, having a fever, and losing weight. You might also see abnormal blood cell counts or imaging that shows the disease is back.

How common is relapse after a bone marrow transplant?

Relapse rates vary. They depend on the disease type, stage, and how well the donor’s cells match the patient’s. But, relapse is a big worry for many patients after a transplant.

What is the significance of the first 30 days after stem cell transplant?

The first 30 days are key. They help check if the transplant worked, manage early problems, and spot early signs of relapse. This allows for quick action.

How does disease type affect relapse rates after bone marrow transplant?

Different diseases have different risks of relapse. For example, AML and ALL have different patterns than CML and MDS.

What is the impact of donor type on relapse rates?

The type of donor affects relapse rates. HLA-identical sibling donors, unrelated donors, haploidentical donors, and cord blood donors all have different outcomes.

What happens if a bone marrow transplant fails?

If a transplant fails, it’s important to confirm this quickly. Then, there are immediate steps to take, other treatment options to consider, and support for the patient.

How has technology advanced in detecting relapse?

New technologies like the AlloHeme assay, MRD monitoring, and chimerism analysis help find relapse early. This means doctors can act fast.

What is the stem cell transplant recovery timeline, and how does it relate to relapse risk?

Recovery has short, medium, and long-term phases. The risk of relapse changes as the patient recovers. This shows why ongoing checks are important.

When is relapse most likely to occur after a bone marrow transplant?

Relapse can happen at any time. But, there are common times and patterns for each disease. This makes it key to watch each patient closely.

What are the disease risk categories, and how do they affect relapse probability?

Diseases are grouped into risk categories. Standard-risk and high-risk diseases have different chances of relapse. High-risk diseases are more likely to relapse.

What is the significance of the six months post-stem cell transplant?

Six months after transplant is a key time. It helps tell if a relapse is early or late. This affects how the disease is treated and monitored.

References

JAMA Network. Evidence-Based Medical Insight. Retrieved from https://jamanetwork.com/journals/jamaoncology/fullarticle/2788054

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