← All Conditions

A Ground-Glass Nodule on Your CT Scan
What It Means — And What Happens Next

A ground-glass nodule on a CT scan can mean several different things, with very different implications. Modern long-term evidence supports two positions that are both true at the same time: surgery, when chosen at the right moment, is essentially curative; and careful surveillance is also safe for many ground-glass nodules — sometimes for years, sometimes indefinitely. The right answer is rarely urgent, and depends on the size, density, behaviour over time, and the wider clinical picture of the individual nodule. This page explains, in plain language, what a ground-glass nodule is, what the modern evidence says, and how the decision is made between surveillance and surgery. Where surgery is the right answer, Dr Lawrence Okiror is a high-volume robotic anatomic-resection surgeon at London Bridge Hospital and at Guy’s and St Thomas’, with particular fluency in segmentectomy — the precise lung-preserving operation most suited to ground-glass nodule removal — and access to the ION robotic bronchoscopy pathway, the only private pathway of its kind in the UK.

Last reviewed: April 2026 · Dr Lawrence Okiror FRCS(CTh) FRCSEd(CTh) · GMC 6150382

Like Frosted Glass —
You Can See Through It, But Not Clearly

A ground-glass nodule is a small area of lung that looks slightly hazy on a CT scan, rather than the normal dark black of healthy air-filled lung. The name comes from frosted bathroom glass — you can still see through it, but the view is softened rather than transparent. The haze on the CT scan represents a small patch of lung where the air spaces contain something other than just air: fluid, inflammation, scarring, or, in some cases, a thin layer of slow-growing cells.

A ground-glass nodule sits on a spectrum. At one end, the haze is very faint, the cells are precursor changes that may never become anything, and the right thing to do is to leave it alone and watch. At the other end, the haze has begun to thicken into something more solid in one corner — this signals that an indolent process has started to behave more like a typical cancer, and the right thing to do is usually to remove it before it has the chance to spread. In between sits the broader category of ground-glass adenocarcinoma: a slow-growing form of lung cancer that behaves very differently from the lung cancers most people fear, and that is often curable with limited surgery.

The most useful thing to understand at this stage is that the appearance on the CT scan tells your doctor a great deal about what kind of nodule it is, and that the decision about what to do next is rarely urgent. There is almost always time to obtain a specialist opinion, to gather any previous imaging for comparison, and to think through the choices carefully.

The Spectrum, Translated
  • Atypical adenomatous hyperplasia (AAH)
    Earliest precursor change. The haze is very faint. Many never progress. Surveillance is almost always the right answer.
  • Adenocarcinoma in situ (AIS)
    Slightly more developed precursor. Cells are arranged abnormally but contained. Long-term outcomes essentially the same as cure if removed, and excellent if watched.
  • Minimally invasive adenocarcinoma (MIA)
    Early lung cancer with very limited invasion. 10-year survival close to 99% with appropriate sublobar resection.
  • Invasive adenocarcinoma (IA)
    True invasive cancer, but when it appears as a ground-glass-dominant lesion it is still highly curable. The presence of any new solid component is the key trigger.
A useful mental model

Picture a sheet of frosted glass. A faint, even haze across one corner is the early end of the spectrum. Over time, the haze may stay exactly the same, may slowly thicken, or may develop a small clear spot of dense glass within it. That dense spot — on a CT scan, a new solid component — is the change that matters most.

The development of a solid component is the single most important trigger for surgery. Most other changes can be safely observed.

Two Truths,
Both Supported by 10-Year Data

Two large bodies of evidence support two positions at the same time. They are not in tension — they describe different patients and different moments in the natural course of a ground-glass nodule. The clinical task is to recognise which truth applies to which patient.

Truth one

Surgery, When Chosen Well, Is Essentially Curative

The Japanese JCOG0804/WJOG4507L study followed 314 patients undergoing sublobar resection for small peripheral ground-glass-dominant lung cancers up to 2 cm. At 10 years, both recurrence-free survival and overall survival were 98.5 to 98.6 percent. There was a single local recurrence across the entire cohort. This is one of the highest cure rates reported anywhere in cancer surgery.

The American CALGB 140503 study (New England Journal of Medicine 2023) and the broader Japanese JCOG0802 study (Lancet 2022) both confirmed that sublobar resection — including segmentectomy — is non-inferior to lobectomy for small peripheral lung cancers up to 2 cm. The implication for ground-glass nodules is significant: the operation does not need to be large, healthy lung does not need to be sacrificed, and recovery is faster.

When surgery is the right answer, modern thoracic surgery offers as good an outcome as oncology produces — provided the operation is precisely chosen and well executed.

Truth two

Careful Surveillance Is Also Safe

The Liu et al study (Radiology 2025) followed 684 patients with 1,003 ground-glass nodules for up to 19 years. Comparing patients who chose CT surveillance against those who had surgery, there was no significant difference in 10-year overall survival — 94.7 percent for the surveillance group versus 97.6 percent for the surgery group, a difference that did not reach statistical significance. The accompanying editorial by Dr Mark Hammer at Harvard Medical School concluded that “resection as the standard treatment for all ground-glass nodules likely represents overtreatment.”

This finding is reinforced by the Korean Chest 2025 study (Arenberg, accompanying editorial) covering 1,676 patients, which found that observation was non-inferior to surgery for ground-glass nodules up to 2 cm with minimal solid components, after propensity-score matching. A separate Chest 2025 paper (Kim et al) showed that 3.9 percent of ground-glass nodules stable for a full 10 years still went on to grow — a reminder that surveillance is a long-term commitment rather than a one-time reassurance.

For many ground-glass nodules, careful surveillance with planned scans achieves the same long-term outcome as surgery, without the operation. The trade-off is sound: scans every year or two, in exchange for avoiding an operation that, for that nodule, was never necessary.

Both truths apply to real patients. The decision in any individual case turns on four specific features of the nodule and the patient — explained in the next section.

Four Questions
That Decide the Right Path

The choice between surveillance and surgery is not made by guesswork. Four specific features of the nodule and the patient are weighed together. Each is answerable by your CT scan, by serial imaging where available, and by a structured clinical conversation.

Question 1 · Size

How Big Is the Nodule?

Ground-glass nodules below 6 mm rarely require any intervention. Between 6 and 10 mm, surveillance with planned scans is almost always the right approach. Above 10 mm, surveillance is still often correct, but the threshold for considering surgery shifts — particularly if the nodule is in a position where it can be removed by limited resection, or if other features are concerning.

Size matters — but it is not the most important feature. A 14 mm pure ground-glass nodule may be safer than a 9 mm nodule with a 3 mm solid component within it.

Question 2 · Density

How Dense, and Is There a Solid Component?

Density is often more important than size. A pure ground-glass nodule (entirely hazy, no solid centre) tends to behave very indolently. A part-solid nodule (a hazy halo with a denser core) carries a higher likelihood of being an invasive adenocarcinoma. The size of any solid component — not the size of the whole nodule — is what most strongly predicts behaviour.

A new solid component appearing within a previously pure ground-glass nodule is the single most important trigger for considering surgery.

Question 3 · Behaviour

Is It Changing Over Time?

Behaviour over time is a more powerful indicator than any single snapshot. A nodule that has been demonstrably stable for several years on serial CT scans can usually be watched with confidence. A nodule that is enlarging, becoming denser, or developing a new solid component has declared itself — and that declaration is what tilts the decision towards surgery.

If you have any previous chest CT — for any reason — bring it to the consultation. Comparison against an earlier scan is often the single most useful piece of information.

Question 4 · Context

What About Your Wider Picture?

Multiple ground-glass nodules in the same lung. A strong family history of lung cancer. Significant smoking history. Other lung disease that limits surveillance. Personal preference about uncertainty — some patients find indefinite surveillance harder than the prospect of a definitive operation. All of these features feed into the right decision for the individual patient.

The right answer is rarely the same for two different people, even with apparently similar nodules. Context tilts the balance.

Where the field is going: recent published work — including a 2026 study from Renji Hospital in Shanghai — suggests that nodule density measured against the patient’s own background lung (the “lung-to-max ratio”) may eventually refine these decisions further. The principle is sound: density-led, patient-specific assessment, rather than size alone. The data are not yet validated in UK populations, so the framework above — size, density, behaviour, context — remains the right one. But it is reasonable to expect refinement over the next 5 to 10 years.

Watching, Done Properly
What It Looks Like, and What It Means

For most ground-glass nodules below 10 mm without a solid component, careful surveillance is the right answer. The schedule is calibrated to the slow tempo of these lesions: low-dose CT every 6 to 12 months for the first 1 to 2 years, then less frequently if the nodule remains stable. Each scan is compared against the previous one, ideally by the same radiologist or by a radiologist with access to all prior imaging.

What we watch for

An increase in size of more than 2 mm; an increase in density; the appearance of a new solid component within the haze; or any change in shape that suggests behavioural transition. Each of these is a reasonable trigger to re-discuss the plan.

How long it lasts

Surveillance is a long-term commitment. Many ground-glass nodules need 5 to 10 years of follow-up. A small but real proportion (3.9% in published 10-year data) can grow even after a decade of stability. Patients who choose surveillance should plan for a long programme, not a single reassuring scan.

When the plan changes

If the nodule changes in any of the ways above, the conversation re-opens. Surgery now becomes part of the discussion, rather than the only available option. The patient who has been on surveillance for years has the advantage of a long imaging history — making the surgical decision sharper and easier.

Honest disclosure on the trade-off: surveillance means living with a small known abnormality on your CT scans for years. Most patients adapt to this readily once they understand the long-term data. A minority find the persistent uncertainty more difficult than the prospect of a definitive operation, and choose surgery on those grounds — which is also a legitimate decision when the nodule features support it. The right answer respects both the evidence and the patient.

If Surgery Is the Right Answer
What Good Looks Like

Surgery is generally recommended when a ground-glass nodule develops a new solid component, when it grows on serial imaging, when it sits in a position where it can be removed with limited loss of healthy lung, or when the wider clinical picture tilts the balance towards intervention. When surgery is the right answer, the goal is precise: remove the nodule with a clear margin, take as little healthy lung as possible, and recover quickly.

Step 1 · Diagnosis

Where pre-operative tissue diagnosis is needed, the ION robotic bronchoscopy pathway at London Bridge Hospital — the only private pathway of its kind in the UK — allows accurate biopsy of small or peripheral nodules without surgical incision. A positive result can lead directly to robotic resection in the same anaesthetic.

Step 2 · Resection

For ground-glass nodules, the operation of choice is most often anatomic segmentectomy — the precise removal of one anatomical segment of a lung lobe, taking the nodule with a clear margin while preserving the rest of the lung. Performed robotically, through small incisions.

Step 3 · Recovery

Hospital stay typically 2 to 4 days. Most patients are back to light activities within 2 weeks and to full exercise tolerance within 4 to 6 weeks. The smaller the resection, the faster the recovery — which is the underlying logic of choosing segmentectomy where it is anatomically possible.

Why segmentectomy fluency matters for ground-glass nodules

Segmentectomy is technically more demanding than lobectomy. The anatomy of the lung segments is variable, the planes between segments are not always obvious, and the operation requires confident identification of the segmental artery, vein, and bronchus before division. In practices that perform it infrequently, segmentectomy is sometimes converted to lobectomy intra-operatively when the anatomy proves more complex than expected. In high-volume practices, segmentectomy is performed reliably and confidently — which means a ground-glass nodule patient receives a smaller operation with a shorter recovery and better preservation of lung function.

Dr Okiror’s personal robotic segmentectomy rate is 22.7 percent of all anatomic resections, well above the UK average. Across the wider Guy’s and St Thomas’ service, 88.9 percent of segmentectomies are performed robotically — one of the highest robotic segmentectomy rates in any UK thoracic centre.

For ground-glass nodules where lobectomy is the right operation — particularly when the nodule sits centrally, when there are multiple nodules in the same lobe, or when staging requires it — the operation is performed robotically through the same small incisions. Across all anatomic resections, Dr Okiror’s personal robotic-or-keyhole rate is above 80 percent.

Volume, Technology,
and the Multidisciplinary Team

Ground-glass nodule patients benefit most from a service that combines high-volume anatomic resection experience, fluency in segmentectomy, access to advanced diagnostic technology, and a robust multidisciplinary team for complex decisions. Dr Okiror’s practice is built around these elements.

Personal Volume

153 anatomic resections per year — approximately 1.94% of UK national thoracic anatomic resection volume in a single surgeon. Career total above 1,000.

Above 80% of these are robotic or keyhole. The UK average for wedge (non-anatomic) resection is around 14% of cases; Dr Okiror’s personal wedge rate is 6%, reflecting a strong preference for precise anatomic operations.

Segmentectomy Fluency

Personal robotic segmentectomy rate 22.7% of anatomic resections. The Guy’s and St Thomas’ service performs 216 segmentectomies per year, 88.9% robotic.

For ground-glass nodule patients, segmentectomy fluency is the most operationally relevant credential — it determines how often a small lung-preserving resection is achievable rather than being converted to a lobectomy.

ION Robotic Bronchoscopy

Sole private pathway in the UK for ION robotic-assisted navigational bronchoscopy at London Bridge Hospital.

Allows accurate biopsy of small, peripheral, or ground-glass nodules without surgical incision — and a combined biopsy-and-resection pathway under a single anaesthetic where indicated.

Multidisciplinary Team

Every complex case is discussed at a weekly multidisciplinary meeting that includes thoracic surgery, oncology, respiratory medicine, radiology, and pathology — with the same team running both NHS and private cases at GSTT and London Bridge Hospital.

For emphysema-related decisions, the monthly emphysema MDT also incorporates a lung transplantation physician and surgeon from Harefield Hospital.

For the diagnostic side of the pathway, see the dedicated ION robotic bronchoscopy page and the combined biopsy and robotic surgery page.

Three Things to Understand
About Your Nodule

Whether the recommendation is surveillance or surgery, three things are worth understanding clearly before agreeing to any plan. They are not questions about who is the better doctor — they are questions about your own nodule, the answers to which should be plain to anyone advising you.

1. Has my nodule been measured for density, not just for size?

Density — particularly the presence or absence of a solid component — is more predictive of behaviour than size alone. A clear answer to this question, with the actual figure, should be available from your CT report or from the radiologist’s review.

2. Has its behaviour over time been established?

If you have any previous chest CT scans — for any reason — they should be obtained and formally compared. A nodule that has been stable for years is in a fundamentally different category from one with no prior imaging history. If no prior imaging exists, the first interval scan becomes the most informative single test you will have.

3. Has a thoracic surgeon experienced in segmentectomy reviewed my case?

If surgery is on the table, the operation that matters most for ground-glass nodules is precise segmentectomy — not lobectomy, not wedge resection. The recommendation should come from a surgeon who performs segmentectomy regularly and confidently, because the choice of operation has a real impact on lung preservation and recovery.

A specialist appointment with Dr Okiror is typically available within 2–3 working days at London Bridge Hospital or The Lister Hospital Chelsea. Bring CT chest imaging (current and any prior, where available), and any opinion or recommendation already given.

Book a Consultation → Second Opinion Service

Where Diagnosis
and Surgery Take Place

Outpatient consultations and surveillance are available at London Bridge Hospital, The Lister Hospital Chelsea, and at HCA outpatient clinics in Canary Wharf and the City of London. Patients in other regions or internationally can be reviewed initially by virtual consultation with imaging shared in advance.

Where pre-operative tissue diagnosis is needed, ION robotic bronchoscopy is performed at London Bridge Hospital — the only private centre in the UK with this technology. Where the pathway leads to surgery, the operation can take place at London Bridge Hospital or, for straightforward unilateral resection in well-selected patients, at The Lister Hospital Chelsea. The same operator and the same multidisciplinary team handle both NHS and private cases.

For complex cases — multiple nodules, prior thoracic surgery, significant comorbidity, or international travel logistics — surgery takes place at London Bridge Hospital, where the perioperative and inpatient capability matches the complexity of the patient.

Insurance and self-pay: Dr Okiror is recognised by all major UK private medical insurers including AXA, BUPA, WPA, Vitality, Cigna, and Aviva. Transparent estimates are provided by Jo Mitchelson before any commitment is made — 020 7952 2882 or pa@lungsurgeon.co.uk. International self-pay packages can be priced separately and include all hospital, surgical, anaesthetic, and inpatient costs in a single transparent estimate.

NHS and Private
Pathways

Specialist assessment of a ground-glass nodule is available privately at London Bridge Hospital and The Lister Hospital Chelsea, with consultations within 2–3 days and imaging review completed before the consultation. The same operator and the same multidisciplinary team handle both NHS and private cases.

On the NHS, ground-glass nodules are managed through the Guy’s and St Thomas’ thoracic service. NHS waiting times to specialist clinic are typically several weeks; private waiting times are typically 2–3 days. All options — NHS and private — are discussed openly at every consultation.

Book a Consultation → Second Opinion

Referring a Patient
With a Ground-Glass Nodule

Refer for assessment — let the multidisciplinary team determine the right balance between surveillance and intervention. Consider specialist surgical opinion for any of the following:

  • Any ground-glass nodule that has changed in size, density, or shape on serial imaging
  • A new solid component appearing within a previously pure ground-glass nodule
  • A ground-glass nodule above 10 mm at first detection, particularly with any solid component
  • Multiple ground-glass nodules in the same patient
  • Patient anxiety or preference for definitive management where features are borderline
  • Second-opinion requests from patients told elsewhere they need urgent surgery

A brief referral letter with current CT chest and any prior imaging for size and density comparison is sufficient. Private assessments within 2–3 working days.

Contact Jo Mitchelson: 020 7952 2882pa@lungsurgeon.co.uk

AI-assisted referral letter generator: For GPs page →

Questions About
Ground-Glass Nodules

Common questions from patients with a newly-discovered ground-glass nodule, from those weighing surveillance against surgery, and from referring clinicians.

Book a Consultation →

Or call Jo Mitchelson:
020 7952 2882

What is a ground-glass nodule?
A ground-glass nodule is a small area of lung that looks slightly hazy on a CT scan, rather than the dark black colour of normal air-filled lung. The name comes from frosted bathroom glass — you can still see through it, but the view is softened. Many ground-glass nodules turn out to be benign. Some are very early-stage lung adenocarcinomas that grow slowly, are often curable, and many can be safely watched for years before any decision about surgery is needed. The right answer depends on size, density, behaviour over time, and the wider clinical context.
Does a ground-glass nodule mean I have lung cancer?
Not necessarily. A ground-glass nodule sits on a spectrum from harmless inflammation, through pre-cancerous changes (atypical adenomatous hyperplasia, adenocarcinoma in situ), through minimally invasive adenocarcinoma, to invasive adenocarcinoma. Even when the diagnosis is adenocarcinoma, ground-glass nodules behave very differently from typical solid lung cancers — slower-growing, less likely to spread, and with excellent long-term survival. Ten-year follow-up data show that some ground-glass nodules can be safely watched for years, and that surgery, when chosen at the right moment, achieves cure rates approaching 99 percent.
What is the modern evidence on watching versus operating?
Two large bodies of evidence support two positions that are both true at once. The Japanese JCOG0804/WJOG4507L study reported 10-year recurrence-free and overall survival of 98.5 to 98.6 percent for sublobar resection in ground-glass-dominant lung cancer. A 2025 Radiology study by Liu and colleagues found no significant difference in 10-year survival between surveillance and surgery for ground-glass nodules — with an accompanying editorial by Dr Mark Hammer at Harvard concluding that resection as standard for all ground-glass nodules likely represents overtreatment. Both findings are correct; they describe different patients at different points.
How quickly do I need to decide?
For almost every ground-glass nodule, the decision is not urgent. A pure ground-glass nodule typically grows over years — often a decade or more. There is time to obtain a specialist opinion, compare current imaging against any previous CT scans, and weigh the choice carefully. Urgency only enters when a nodule develops a new solid component, has grown rapidly, or shows features suggesting more advanced disease. In every other circumstance, the right approach is careful and unhurried.
What is surveillance, and how is it done?
Surveillance means following a ground-glass nodule with low-dose CT scans at planned intervals — typically every 6 to 12 months for the first 1 to 2 years, then less frequently if the nodule remains stable. The goal is to detect any change in size, density, or the appearance of a new solid component — any of which would be a trigger to discuss surgery. Published data show that 3.9 percent of ground-glass nodules stable for 10 years still go on to grow, which means surveillance is a long-term commitment rather than a one-time reassurance.
When is surgery the right answer?
Surgery is generally recommended when a ground-glass nodule develops a new solid component, when it grows on serial imaging, when it sits in a position that allows limited resection with good lung preservation, or when the wider clinical picture (multiple nodules, family history, other risk factors) tilts the balance towards intervention. The aim is precise: remove the nodule with a clear margin via segmentectomy where possible, preserving as much healthy lung as possible.
What is segmentectomy, and why does it matter?
Segmentectomy is the precise removal of one anatomical segment of a lung lobe — typically a piece occupying around one-fifth to one-tenth of a lung. It is more precise than a wedge resection and more conservative than a lobectomy. For ground-glass nodules, segmentectomy is often the operation of choice because it removes the lesion with a clear margin while preserving much more healthy lung. The CALGB 140503 (NEJM 2023) and JCOG0802 (Lancet 2022) studies both confirm sublobar resection is non-inferior to lobectomy for small peripheral lung cancers. Segmentectomy is technically demanding and is performed less frequently in many UK practices — Dr Okiror’s personal robotic segmentectomy rate is 22.7% of anatomic resections.
What is ION robotic bronchoscopy?
ION is a robotic-assisted navigational bronchoscopy platform that uses a real-time three-dimensional map of the airways to navigate a steerable, shape-sensing catheter to small or peripheral nodules — including ground-glass nodules that were previously difficult to biopsy. The London Bridge Hospital ION pathway is the only private pathway of its kind in the UK. It allows accurate diagnosis of nodules without surgical incision, and a combined diagnosis-and-treatment pathway where a positive biopsy can lead directly to robotic resection in a single anaesthetic.
How quickly can I be seen?
Private appointments at London Bridge Hospital and The Lister Hospital Chelsea are typically available within 2 to 3 working days. Bring your CT chest imaging on a disc or via cloud transfer, any previous chest imaging that exists for comparison, and any opinion or recommendation already given to you. Dr Okiror reviews all imaging personally before the consultation, so the appointment can focus on the decision rather than the data.

A clear assessment.
Within days, not months.

Private appointments at London Bridge Hospital or The Lister Hospital Chelsea within 2–3 working days. Dr Okiror reviews investigations personally and advises honestly between surveillance and surgery, with no preference for either except what the evidence and the individual nodule support.

Book a Consultation → Second Opinion

Jo Mitchelson, Private PA  · 020 7952 2882 · pa@lungsurgeon.co.uk

St Thomas’ #1 UK · Guy’s #2 UK · London Bridge Hospital #10 UK · Newsweek World’s Best Hospitals 2026

Related Pages

Specialist Second Opinion

Independent review for patients told they need urgent surgery, or who want a different perspective on a recommendation

ION Robotic Bronchoscopy

The only private ION pathway in the UK — accurate biopsy of small and peripheral nodules without surgical incision

Combined Biopsy & Robotic Surgery

Diagnosis and resection in a single anaesthetic via the ION pathway

Robotic Lung Surgery

Robotic anatomic resection — segmentectomy, lobectomy, and the wider technique base

📅Book 📞020 7952 2882