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Differential diagnoses of COVID-19 pneumonia: the current challenge for the radiologist—a pictorial essay
Insights into Imaging volume 12, Article number: 34 (2021)
COVID-19 pneumonia represents the most severe pandemic of the twenty-first century and has crucial clinical, social and economical implications. The scientific community has focused attention and resources on clinical and radiological features of COVID-19 pneumonia. Few papers analysing the vast spectrum of differential diagnoses have been published.
Complexity of differential diagnosis lays in the evidence of similar radiological findings as ground-glass opacities, crazy paving pattern and consolidations in COVID-19 pneumonia and a multitude of other lung diseases. Differential diagnosis is and will be extremely important during and after the pandemic peak, when there are fewer COVID-19 pneumonia cases. The aim of our pictorial essay is to schematically present COVID-19 pneumonia most frequent differential diagnoses to help the radiologist face the current COVID-19 pneumonia challenge.
Clinical data, laboratory tests and imaging are pillars of a trident, which allows to reach a correct diagnosis in order to grant an excellent allocation of human and economical resources. The radiologist has a pivotal role in the early diagnosis of COVID-19 pneumonia because he may raise suspicion of the pathology and help to avoid COVID-19 virus spread.
COVID-19 pneumonia generally passes through four stages characterised by different radiological features.
Ground-glass opacities, crazy paving, consolidations and fibrotic striae are common to various pathologies.
Radiological differential diagnosis roots in the localisation of these radiological features in the lung and in their timing of occurrence.
Presence of pulmonary nodules, pleural effusions and adenopathies is suggestive of alternative diagnoses.
Since December 2019, when a novel coronavirus has been identified in Wuhan  and then termed COVID-19 , the viral pneumonia has been spreading around the globe, and on March 11, 2020, the WHO defined COVID-19 pneumonia as pandemic .
Since COVID-19 outbreak, the scientific community has focused on clinical and radiological features of COVID-19 pneumonia, while few papers have analysed the vast spectrum of COVID-19 pneumonia differential diagnoses [4,5,6].
Complexity of differential diagnosis is high, especially in populations not drastically affected by COVID-19, and will be higher after the peak of pandemic, when there are few cases.
The crucial and challenging role of the radiologist is and will be to raise suspicion of COVID-19 pneumonia, to guarantee a correct allocation of human and economic resources, and to prevent COVID-19 virus spread.
The aim of our pictorial essay is to schematically present COVID-19 pneumonia most frequent differential diagnoses to help the radiologist face the current COVID-19 pneumonia challenge.
COVID-19 pneumonia is a virulent pulmonary pathology, with high person-to-person transmission  through the inhalation of virus which infects alveolar and endothelium cells by linking to the receptor for ACE II .
Chest radiography has been defined as insensitive in mild or early COVID-19 infection [9, 10]; therefore, it does not represent an efficient radiological tool to reach an early and correct diagnosis. Its main role, especially as portable chest radiography and in relation to COVID-19 pneumonia, is pneumonia monitoring after diagnosis or alternative diagnosis assessment [9, 11], because it is time-effective and cost-effective and the equipment decontamination is easier and quicker compared to CT scan. These characteristics make chest radiography a useful technique to minimise the risk of cross-infection and to avoid radiological service availability disruption, which happens during CT scan decontamination .
CT is more sensitive for early COVID-19 pneumonia detection, disease progression monitoring and alternative diagnosis assessment . In the setting of COVID-19 pandemic, the greater sensitivity of CT is pivotal to guarantee an early diagnosis and isolation of infected patients .
Absorption phase or stage 4 (≥ 14 days) : ground-glass opacities and linear consolidation that may be interpreted as a process of repair and reorganisation, partially mediated by an organisational pneumonia, which is a stereotypical response to lung injury  (Fig. 1f).
subpleural, bilateral or less frequently unilateral, opacities, which are commonly located in the inferior lobes;
possible evidence of peripheral pulmonary vessel widening;
rarity of pleural effusions, pulmonary nodules and mediastinal lymphadenopathies.
Acute respiratory distress syndrome (ARDS) represents a dire complication of severe cases of COVID-19 pneumonia [12, 16] and has been speculated to be secondary to pulmonary microvascular obstructive thrombo-inflammatory syndrome . Activation of the coagulation system has been shown to be relevant in the pathogenesis of ARDS, and therefore, therapy with heparin has been suggested as treatment for severe forms of COVID-19 pneumonia  because it decreases mortality .
There is a wide spectrum of possible differential diagnoses for COVID-19 pneumonia, and it is always necessary to consider a triptych of clinical, laboratory and radiological data to reach the correct diagnosis (Table 2).
Respiratory infections are the most common illnesses occurring in humans , the most common being community-acquired pneumonia.
Radiological features for differential diagnosis:
single consolidation with air bronchogram, usually presenting as lobar pneumonia and not exceeding pleural cleavages (typical pneumonia: Staphylococcus aureus, Streptococcus pneumoniae, Moraxella catarrhalis, Enterobacteriaceae) [5, 21, 22] (Fig. 2a);
multifocal pneumonia presents with ground-glass opacities or consolidations and usually coexists with centrilobular nodules and thickening of bronchovascular bundles (atypical pneumonia: Mycoplasma pneumoniae, Chlamydia pneumoniae)  (Fig. 2b);
Mycoplasma pneumoniae may cause multiple, bilateral ground-glass opacities as COVID-19, but mainly occurs in children , while COVID-19 pneumonia is less common and severe in the paediatric population .
additional findings as centrilobular nodules, cavitations and pneumatoceles (more common in S. aureus pneumonia) ;
Radiological features for differential diagnosis:
additional findings as centrilobular nodules and bronchial wall thickening (RSV, MERS, Influence type A) ;
coexisting pulmonary oedema (Hantavirus) ;
pleural effusions (RSV, MERS) ;
hilomediastinal lymphadenomegalies (Influence type A) .
Pneumocystis jiroveci pneumonia
It is an opportunistic fungal pneumonia, mostly affecting immunodeficient patients affected by AIDS or undergoing immunosuppressive therapies (Fig. 2d, e).
Anamnesis and laboratory tests are of use, but often not sufficient for a differential diagnosis with COVID-19 pneumonia. Radiological features for differential diagnosis:
rarity and late onset of crazy paving pattern;
additional findings as nodules and pneumatoceles.
Radiological features for differential diagnosis:
in case of consolidations with no ground-glass halo and absence of other ground-glass opacities, COVID-19 pneumonia is unlikely;
lymphadenomegalies and pleural effusions .
possible coexistence of ground-glass opacities, crazy paving pattern and consolidations with different timing of occurrence respect to COVID-19 pneumonia, crazy paving being the first pattern to be appreciated in interstitial oedema;
diffuse, bilateral, centro-parenchymal crazy paving and ground-glass opacities with subpleural preservation. Consolidations are late findings and generally coexist with pleural effusions;
bilateral pleural effusions, more evident in the alveolar phase of oedema;
Chen et al.  reported acute myocarditis related to COVID-19 infection. The overlapping of findings between COVID-19 pneumonia and pulmonary oedema should always raise suspicion of myocarditis, especially in young patients .
Acute pulmonary embolism (APE)
It is crucial to collect a proper anamnesis and perform radiological examinations as AngioCT to identify luminal defects of pulmonary vessels (Fig. 3d). Radiological features for differential diagnosis are :
different phases of infarction maturation, in correlation to the onset time;
segmental shape of infarctions are located in the vascular territories of the occluded vessels;
presence of vessel embolus, vessel occlusion and residual peripheral clot deposition.
It has been speculated on extensive pulmonary thromboembolism in severe cases of COVID-19 pneumonia [17, 32, 33], mediated by COVID-19 endothelial tropism . Luckily, heparin, which is the first therapy for APE, has shown to have effect on patients affected by severe forms of COVID-19 pneumonia [18, 19].
COVID-19 pneumonia and pulmonary embolism may coexist; in particular, a person might present with the symptoms of acute pulmonary embolism and actually suffer of fulminant pulmonary embolisation but be also infected with COVID-19 being asymptomatic from the infection . GGO with a typical appearance on CT might be the only sign in this person .
Vasculitis is an inflammatory process in which immune effector cells infiltrate blood vessels and surrounding tissues [35, 36]. ANCA-associated small vessel vasculitis frequently present with predominant pulmonary involvement and may cause diffuse alveolar haemorrhage (DAH) [13, 37] (Fig. 3f, g).
Anamnesis and laboratory tests may be useful to prove a clinical suspect. Radiological features for differential diagnosis are:
coexistence of bronchial and tracheal thickening in granulomatosis with polyangiitis;
It is an interstitial pathology caused by repetitive inhalation of and sensitization to a wide range of inorganic and organic antigens  in relation to occupational or environmental reasons. Usually it is divided into acute, subacute and chronic forms.
Radiological features for differential diagnosis (Fig. 4a):
centroparenchymal and centrilobular ground-glass opacities ;
Eosinophilic pneumonia represents a various group of pulmonary disorders associated with peripheral or tissue eosinophilia. Laboratory tests and anamnesis are crucial for a correct differential diagnosis [46,47,48]. HRTC is important to raise suspicion and avoid misdiagnoses.
Radiological features for differential diagnosis are (Fig. 4c, d):
migrant lesions with absence of crazy paving pattern in SPE (simple pulmonary eosinophilia, also known as Loeffler syndrome) ;
It is caused by the aspiration of different substances into the airways and lungs . Radiological findings may vary, but frequently anamnesis is sufficient for the diagnosis.
To the purpose of our paper, we will focus on fluid aspiration pneumonia and on lipoid pneumonia.
Fluid aspiration pneumonia
dependent ground-glass opacities;
in the late phases, with recurrence of aspiration, fibrotic architectural distortions.
It is an acute or chronic, reactive pneumonia resulting from endogenous lipid accumulation or from exogenous lipid aspiration [55, 56]. Chronic lipoid pneumonia requires differential diagnosis with COVID-19 pneumonia, while anamnesis is generally sufficient for a clear diagnosis of acute pneumonia.
Anamnesis of lipid inhalation or fat storage disease is necessary to diagnose a lipoid pneumonia. Comparison with previous chest exams is suggested.
Radiological features for differential diagnosis are (Fig. 5b):
ground-glass opacities and consolidations predominantly involve the middle and inferior lobes ;
Pulmonary alveolar proteinosis (PAP)
It is a syndrome caused by progressive accumulation of surfactant in pulmonary alveoli and may be primary in most cases or secondary to toxic inhalation syndromes, haematologic neoplasms and immune deficiency [59, 60]. Anamnesis, laboratory tests and comparison with previous HRCTs are helpful.
Radiological features for differential diagnosis are (Fig. 5d, e):
mainly centro-parenchymal and perihilar crazy paving areas ;
juxtaposition of severely affected secondary lobules and normal secondary lobules;
rarely, consolidations with air bronchogram in severe forms ;
fibrotic alterations in advanced stage;
pleural effusions, cardiomegaly and lymphadenomegalies, which are features of complicated PAP.
Drug-induced lung disease
Anamnesis of drug taking or recreative drug abuse is crucial for diagnosis and institution of appropriate treatment .
Among the most frequent causative drugs and the related most common pulmonary diseases we cite [62, 63]: amiodarone and methotrexate (organising pneumonia) ; immunosuppressants as sirolimus and everolimus (hypersensitivity pneumonia) ; heroin (eosinophilic pneumonia, pulmonary haemorrhage, pulmonary oedema) [66,67,68]; cocaine (pulmonary oedema) .
Radiological features for differential diagnosis of cited pathologies have already been analysed in the previous chapters.
COVID-19 pneumonia early diagnosis is crucial to avoid the spread of the virus in a disease that may range from asymptomatic to extremely severe and to favour an optimal allocation of human and economic resources. In this context, the role of the radiologist is pivotal and challenging, because he filters patients and identifies possible cases of COVID-19 pneumonia.
Availability of data and materials
Acute eosinophilic pneumonia
Acute pulmonary thromboembolism
Acute respiratory distress syndrome
Chronic eosinophilic pneumonia
Diffuse alveolar haemorrhage
Eosinophilic granulomatosis with polyangiitis
Pulmonary alveolar proteinosis
Simple pulmonary eosinophilia
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Guarnera, A., Podda, P., Santini, E. et al. Differential diagnoses of COVID-19 pneumonia: the current challenge for the radiologist—a pictorial essay. Insights Imaging 12, 34 (2021). https://doi.org/10.1186/s13244-021-00967-x
- Differential diagnosis
- Computed tomography