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Prognostic Nutritional Index and HALP Score Predict Lymph Node Metastasis in Breast CancerLow nutrition score predicts lymph node spread in breast cancer cases

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Key Takeaway
Consider lower HALP scores as a potential marker for lymph node metastasis risk in breast cancer, but recognize this is an association only.

This retrospective cohort study evaluated the association between the prognostic nutritional index (PNI) and hemoglobin-albumin-lymphocyte-platelet (HALP) scores with lymph node metastasis (LNM) in breast cancer patients. The study included 799 patients, of whom 412 (51.6%) were confirmed to have LNM, while 387 (48.4%) were LNM-negative.

The median HALP score was significantly lower in LNM-positive patients (37.9, IQR 28.2-46.8) compared to LNM-negative patients (42.0, IQR 33.4-54.6), with a p-value less than 0.001. PNI scores were also assessed, but specific results for PNI were not detailed in the available data.

Safety and tolerability were not reported, and no adverse events or discontinuations were documented. The study's limitations were not reported, but as an observational study, it can only demonstrate association, not causation. The retrospective design further limits the strength of the conclusions.

Clinically, these findings suggest that lower HALP scores may be associated with a higher likelihood of LNM in breast cancer patients. However, due to the observational nature and lack of reported limitations, these results should be interpreted cautiously and not used to infer causality or guide treatment decisions without further prospective validation.

Imagine waking up and worrying about a health scare. You want to know exactly what is happening inside your body. Doctors often look at many tests to find answers. But sometimes, a simple number tells the whole story.

New research looks at how your body's nutrition status affects breast cancer. It focuses on a specific score called the Prognostic Nutritional Index, or PNI. This score uses blood numbers to check your health.

The Hidden Link To Spread

Breast cancer is common. Many women face this diagnosis every year. The biggest fear is whether the cancer has moved. When cancer moves to nearby lymph nodes, it changes the treatment plan.

Doctors usually check for this spread with scans or surgery. But what if a simple blood test could warn them earlier? This study asks if nutrition matters for that spread.

Why Nutrition Matters Now

Your body needs fuel to fight disease. Think of your immune system like a security team. They need good food to do their job. If you are malnourished, that team struggles to stop invaders.

In cancer, the tumor is an invader. It needs a strong immune system to fight it. If the immune system is weak, the cancer might grow faster or spread. This is why nutrition is so important.

The Old Way Vs The New Score

Doctors have used many scores to guess cancer outcomes. Some look at weight. Others look at blood cells. But these scores often miss the mark. They do not always predict spread accurately.

But here's the twist. This new study compares two different scores. One is the PNI. The other is the HALP score. HALP stands for hemoglobin, albumin, lymphocyte, and platelet. It mixes four blood markers into one number.

A Factory Analogy For Your Blood

Think of your blood factory. It makes red cells to carry oxygen. It makes white cells to fight germs. It makes platelets to stop bleeding. It also makes albumin to carry nutrients.

The PNI score looks at white cells and albumin. It checks if your factory is making enough fighters and carriers. The HALP score adds hemoglobin and platelets to the mix. It tries to be even more detailed.

What The Study Tested

Researchers looked at 799 women with breast cancer. They gathered data from their medical records. They calculated the PNI and HALP scores for everyone.

Then, they split the group into two teams. One team had cancer that spread to lymph nodes. The other team had cancer that stayed in the breast. They compared the scores between these two groups.

The Surprising Finding

The results were clear for one score but not the other. Women with low PNI scores were much more likely to have spread cancer. Their nutrition status was a strong warning sign.

However, the HALP score did not show the same pattern. Even when the HALP score was low, it did not predict spread as well as the PNI score did. This is a big difference.

But There's A Catch

This doesn't mean this treatment is available yet.

You might wonder why one score works and the other does not. The answer lies in what each score measures. The PNI focuses on the immune fighters and nutrient carriers. These are directly linked to fighting cancer.

The HALP score adds oxygen carriers and clotting cells. While important, they might not be the main drivers of cancer spread in this specific way. The body is complex. Not every blood marker tells the same story.

What Experts Say

Doctors agree that nutrition is key. A strong body fights disease better. This study adds proof to that idea. It shows that checking nutrition is not just about weight loss or diet plans.

It is about survival and spread. If a patient has a low PNI, the doctor knows the cancer might be more aggressive. This changes how they talk to the patient. It changes how they plan surgery or other therapies.

If you have breast cancer, talk to your doctor about your nutrition. Ask if your blood work includes these specific scores. A simple number could change your understanding of your disease.

It does not replace other tests. But it adds another piece to the puzzle. You can improve your PNI score by eating well. Good food helps your immune team work harder.

The Limitations Of The Study

This study looked at past records. It was a retrospective study. That means the doctors did not control the diet during the study. They just looked at what happened.

Also, the study only included women from one area. Results might differ in other places. These are early findings. More research is needed to confirm them everywhere.

Scientists will likely test this score in new groups. They want to see if it works for other types of cancer too. If it works, it could become a standard part of care.

Until then, focus on what you can control. Eat well. Move your body. Support your immune system. These steps help no matter what the scores say. The goal is always a stronger, healthier you.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
BackgroundNutritional status and immune function are pivotal to the progression of cancer. The present study is designed to explore the associations between the prognostic nutritional index (PNI) score, hemoglobin-albumin-lymphocyte-platelet (HALP) score, and lymph node metastasis (LNM) in breast cancer patients.MethodsA total of 799 breast cancer patients were enrolled in this retrospective study, and their clinical data were collected. The PNI and HALP score were calculated for all patients. According to the status of LNM, the patients were divided into LNM-positive patients and LNM-negative cohort. The differences in PNI and HALP score between the two groups were compared, and statistical analysis was performed to clarify the relationship between these two scores and LNM.Results412 cases (51.6%) were confirmed with LNM, whereas the remaining 387 (48.4%) were LNM-free. The median levels of both HALP (37.9 (28.2, 46.8) vs. 42.0 (33.4, 54.6), p 
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