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TB OR NOT TB?
Samantha Epstein
Harvard Medical School, MSIII
Gillian Lieberman, MD

2
PATIENT PRESENTATION
Patient X is an otherwise healthy 36 year old male,
originally from Tanzania, who presented to his PCP with:
•
3 months of daily HA
More recently:
•
•
Nausea/Vomiting
Blurry Vision
3
PATIENT PRESENTATION
On further questioning, he tells you:
• Lost 20-30 pounds over the last 3 months
• Drenching night sweats for the past 3 months
• Mid-Lower back pain for 6 months
4
PATIENT PRESENTATION
PPD was placed…
Came back positive at 26 mm
5
PATIENT PRESENTATION
PPD was placed…
Came back positive at 26 mm
HOWEVER…
• Received BCG vaccine as a kid in Tanzania
• Cleared for TB at immigration
• No exposures to TB, no sick contacts, only travel in >15 yrs was
to Maine and NYC
• Recent HIV test was negative, never incarcerated, no IVDU
• No cough, hemoptysis, SOB
6
The patient was admitted to the
hospital for further workup…
7
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
8
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
9
MRI: Brief Review
What is MRI?
•
MRI magnet creates a strong magnetic field
•
Protons within tissue align to magnetic field => equilibrium
•
Radiofrequency pulses applied = push out of equilibrium
•
Measure signal emitted as return back to alignment at different
points in time
10
MRI: Brief Review
What is MRI?
•
MRI magnet creates a strong magnetic field
•
Protons within tissue align to magnetic field => equilibrium
•
Radiofrequency pulses applied = push out of equilibrium
•
Measure signal emitted as return back to alignment at different
points in time
Why MRI in this case?
•
Excellent Soft Tissue Contrast
•
Pulse sequences utilized to differentiate between cerebral tissues
•
Relevant Indications: Mass lesions, tumors, infection, inflammation
11
MRI: Indications
ACR Appropriateness Criteria
12
MRI: T1 vs T2
T1 Weighted Images
 SHORT TE AND TR
 LONG TE AND TR
T1 = longitudinal relaxation,
time needed to regain longitudinal relaxation after rf pulse
T2 = transverse relaxation, decay,
rotation as it relaxes after rf pulse
Image Acquisition
Fat
Fluid
Fluid
Signal
Intensity
Signal
Intensity
Image Acquisition
T2 Weighted Images
Long Decay
Fat
Short Decay
TR
TE
13
MRI: T1 vs T2
T1 Weighted Images
Black (No H):
Air, Calcium, Bone
Dark:
CSF, edema
Grey:
White and grey matter
Bright:
Fat, Gd contrast
Companion Patient 1: Normal MRI- T1 vs T2
Edward G. Miner Libarary
T2 Weighted Images
Black (No H):
Air, Calcium, Bone
Dark:
Gray and White matter
Bright:
CSF, Edema, Blood
14
MRI: T1 vs T2
T1 Weighted Images
FLUID is DARK
FAT is BRIGHT
Companion Patient 1: Normal MRI- T1 vs T2
Edward G. Miner Library
T2 Weighted Images
FLUID is BRIGHT
FAT is DARK
15
MRI: T1 vs T2
T1 Weighted Images
T2 Weighted Images
FLUID is DARK
FAT is BRIGHT
FLUID is BRIGHT
FAT is DARK
T1 C+: Good for
recognition
of BBB disruption,
vascular changes
T2 C+: Good for anatomy
And brain lesions, but can’t
differentiate lesion from CSF
Companion Patient 1: Normal MRI- T1 vs T2
Edward G. Miner Library
16
MRI: FLAIR
 FLAIR: Fluid Attenuated Inversion Recovery

Essentially the same as T2, but with signal from CSF suppressed
T2
FLAIR
Companion Patient 2: Normal MRI- T2 vs FLAIR
Edward G. Miner Library
17
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
18
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
19
Results: T1
Our patient:
T1 Axial (Pre-Contrast)
MRI Head, Axial, T1 C-
Our patient:
T1 Axial (Post-Contrast)
MRI Head, Axial, T1 C+
PACS, BIDMC
20
Results: T1
Our patient:
T1 Axial (Pre-Contrast)
Our patient:
T1 Axial (Post-Contrast)
There is a ring
enhancing
lesion in the
right frontal
lobe, clearly
visualized on
T1 after
contrast
administration
Lesion not
visualized in
the affected
area on T1
without
contrast
MRI Head, Axial, T1 C-
MRI Head, Axial, T1 C+
PACS, BIDMC
21
Results: T1 vs T2
Our patient:
T1 Axial (Post-Contrast)
MRI Head, Axial, T1 C+
Our patient:
T2 Axial (Post-Contrast)
MRI Head, Axial, T2 C+
PACS, BIDMC
22
Results: T1 vs T2
Our patient:
Our patient:
T1 Axial (Post-Contrast)
T2 Axial (Post-Contrast)
Periventricular
hyperintense
lesion seen in
affected right
frontal lobe
Same ring
enhancing
lesion seen
earlier
PACS, BIDMC
MRI Head, Axial, T1 C+
CSF IS DARK
MRI Head, Axial, T2 C+
CSF IS
BRIGHT
Our patient:
C+ T1
Our patient:
C+ T2
Lesion is
BRIGHT
23
Our patient:
FLAIR
Lesion is
BRIGHT
MRI Head, Axial, T1 C+
CSF IS
BRIGHT
CSF IS DARK
MRI Head, Axial, FLAIR
Results: T1, T2, FLAIR
MRI Head, Axial, T2C+
PACS, BIDMC
24
Types of Edema
VASOGENIC EDEMA:
• Results from a breakdown of the BBB, most common
• Think: trauma, infection, tumors, inflammation
CYTOTOXIC EDEMA:
• BBB maintained, second most common
• Think: Ischemic infarcts (early), intoxications
INTERSTITIAL EDEMA:
• Transudative edema resulting from increased pressure
• Think: Hydrocephalus
OSMOTIC EDEMA:
• Edema caused by change in plasma osmolality
• Think: Hyponatremia
25
Types of Edema
VASOGENIC EDEMA:
• Results from a breakdown of the BBB, most common
• Think: trauma, infection, tumors, inflammation
CYTOTOXIC EDEMA:
• BBB maintained, second most common
• Think: Ischemic infarcts (early), intoxications
INTERSTITIAL EDEMA:
• Transudative edema resulting from increased pressure
• Think: Hydrocephalus
OSMOTIC EDEMA:
• Edema caused by change in plasma osmolality
• Think: Hyponatremia
Findings?
Our patient:
FLAIR
C+ T1
Our patient:
C+ T2
26
Our patient:
MRI Head, Axial, T1 C+
MRI Head, Axial, FLAIR
Results: T1, T2, FLAIR
MRI Head, Axial, T2C+
•
•
Ring-enhancing Lesion
Vasogenic Edema
PACS, BIDMC
Our patient:
27
C+ T1
Our patient:
FLAIR
MRI Head, Axial, T1 C+
Our patient:
C+ T1
MRI Head, Axial, FLAIR
Results: Multiple Lesions
MRI Head
Axial, T1C+
MULTIPLE
• Ring-enhancing Lesions
• Vasogenic Edema
PACS, BIDMC
28
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
29
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
30
TB: CNS Manifestations
1. Intracranial Tuberculoma: Conglomerate granulomatous
(caseous) foci within the brain parenchyma
C+T1: Ring Enhancing Lesion:
Hyperintense ring: Collagenous fibers
Hypointense ring: outer inflammatory infiltrates
Inner: Caseating necrosis
Kyoung, Kim
31
TB: CNS Manifestations
1. Intracranial Tuberculoma: Conglomerate granulomatous
(caseous) foci within the brain parenchyma
2. TB Meningitis
*Most common CNS manifestation. LP is best to diagnose (high
protein, low glucose, lymphocytic pleocytosis, +/- TB on smear). Can
see signs of increased pressure on CT.
32
TB: CNS Manifestations
1. Intracranial Tuberculoma: Conglomerate granulomatous
(caseous) foci within the brain parenchyma
2. TB Meningitis
*Most common CNS manifestation. LP is best to diagnose (high
protein, low glucose, lymphocytic pleocytosis, +/- TB on smear). Can
see signs of increased pressure on CT.
3. Spinal tuberculous arachnoiditis :
Focal inflammatory disease leading to gradual encasement of the
spinal cord in gelatinous or fibrous exudate.
Dastur, DK.
Companion Patient 3:
Spinal TB
arachnoiditis
33
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
34
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-Differential
-MSK Manifestations of TB
3. Image the CHEST
-Findings
-Expected findings with TB
35
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
1. Metastasis
2. Infection
3. Demyelinating Disease
36
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
MAGICAL DR
Metastasis
Abscess
Glioblastoma Multiforme
Infarction
Contusion
Atypical organisms
Lymphoma
Bacterial: Mycobacteria, Nocardia, Actinomyces
Demyelination
Radiation
Fungal: Crypto, Histo, Aspergillus
Parasites: Neurocystircerocosis,Toxoplasmosis, Echinococcus,
Entamoeba
37
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
Metastasis
Abscess
Glioblastoma Multiforme
Infarction
Contusion
Atypical organisms
Lymphoma
Demyelination
Radiation
Some helpful differentiating features…
38
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
Metastasis
Abscess
Glioblastoma Multiforme
Infarction
Contusion
Atypical organisms
Lymphoma
Companion Patient 4: Multiple Metastases
Multiple lesions
Usually at Greywhite matter
junctions
Demyelination
Radiation
MRI Head, Axial, T1/C+
Khosla, Anil
39
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
Metastasis
Abscess
Glioblastoma Multiforme
Infarction
Contusion
Atypical organisms
Lymphoma
Demyelination
Radiation
Companion Patient 5: Abscess
MRI Head, Axial, T1/C+
MRI Head, Axial, FLAIR
Thin, regular, enhancing rim
Extensive edema relative to lesion
Gaillard
40
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
Companion Patient 6: GBM
Metastasis
Abscess
Glioblastoma Multiforme
Infarction
Contusion
Atypical organisms
Lymphoma
Demyelination
Radiation
Irregular,
heterogenuous,
solitary lesion
Often crosses
corpus callosum
MRI Head, Axial, T1/C+
Gaillard
41
Ring Enhancing Lesions
RING ENHANCING LESION DIFFERENTIAL:
Metastasis
Abscess
Glioblastoma Multiforme
Infarction
Contusion
Atypical organisms
Lymphoma
Companion Patient 7: MS
Paraventricular
white matter
lesions
“Open
ring sign”
Demyelination
Radiation
MRI Head, Axial, T1/C+
Gaillard
42
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
43
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
44
ACR Criteria: Back Pain
Which
imaging
modality?
ACR Appropriateness Criteria
45
MRI: Indications
Which
imaging
modality?
MRI
Relevant Indications:
High suspicion for infection, malignancy
Greater than 12 weeks of symptoms
Advantages:
More sensitive than plain radiographs and CT, without the
radiation exposure
Detection of soft tissue defects, neurological impingement
Can accentuate edematous areas
Better characterizes the lesion itself
46
Results: Sagittal T-Spine
Our Patient:
T1 Pre-Contrast
MRI T-Spine, Sagittal, T1/C-
Our Patient:
T2 Pre-Contrast
MRI T-Spine, Sagittal, T2/C-
PACS, BIDMC
47
T-Spine Anatomy
Our Patient:
T1 Pre-Contrast
Our Patient:
T2 Pre-Contrast
Intervertebral Discs
Vertebral Body
CSF (dark)
CSF (bright)
Spinal Cord
MRI T-Spine, Sagittal, T1/C-
MRI T-Spine, Sagittal, T2/C-
PACS, BIDMC
48
Results: Sagittal T-Spine
Our Patient:
T1 Pre-Contrast
MRI T-Spine, Sagittal, T1/C-
Our Patient:
T1 Post-Contrast
MRI T-Spine, Sagittal, T1/C+
PACS, BIDMC
49
Results: Sagittal T-Spine
Our Patient:
T1 Pre-Contrast
T12
MRI T-Spine, Sagittal, T1/C-
Our Patient:
T1 Post-Contrast
Enhancing
mass
within T12
vertebral
body
T12
MRI T-Spine, Sagtital, T1/C+
PACS, BIDMC
50
MRI: Axial T-Spine
Our Patient: T11 Vertebral Body (Normal)
MRI T-Spine, Axial, T2
Image from: Advanced Practice Strategies
PACS, BIDMC
51
Axial T-Spine Anatomy
Vertebrae
Spinal Cord
CSF
Epidural Fat
Ribs
Our Patient: T11 Vertebral Body (Normal)
MRI T-Spine, Axial, T2
Image from: Advanced Practice Strategies
PACS, BIDMC
52
Results: Axial T-Spine
Our Patient: T11 Unaffected Vertebral Body
MRI T-Spine, Axial, T2
PACS, BIDMC
Our Patient: T12 Affected Vertebral Body
MRI T-Spine, Axial, T2
53
Results: Axial T-Spine
Our Patient: T11 Unaffected Vertebral Body
Our Patient: T12 Affected Vertebral Body
Lesion in
Vertebral Body
Epidural Fat
MRI T-Spine, Axial, T2
PACS, BIDMC
MRI T-Spine, Axial, T2
Mass effect on the Spinal
Cord and Thecal Sac
Epidural Fat
Impingement
54
Results: Axial T-Spine
Our Patient: T11 Unaffected Vertebral Body
Our Patient: T12 Affected Vertebral Body
Epidural Fat
Impingement:
notice loss of normal
epidural fat
border
Epidural Fat
MRI T-Spine, Axial, T2
PACS, BIDMC
Mass effect : Note lack of CSF seen
on this T2
MRI T-Spine, Axial, T2
55
Results: Axial T-Spine
*Remember: NERVE ROOTS EXIT BELOW THE VERTEBRAL BODIES IN THE THORACIC SPINE
Our Patient: Normal (T11 – T 12)
MRI T-Spine, Axial, T2
Our Patient: Abnormal (T12- L1)
MRI T-Spine, Axial, T2
PACS, BIDMC
56
Results: Axial T-Spine
*Remember: NERVE ROOTS EXIT BELOW THE VERTEBRAL BODIES IN THE THORACIC SPINE
Our Patient:
Normal (T11 – T 12)
Our Patient:
Abnormal (T12- L1)
Impingement on
the Neuroforamen
MRI T-Spine, Axial, T2
MRI T-Spine, Axial, T2
PACS, BIDMC
57
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
58
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
59
TB: Skeletal Manifestations
In order of prevalence:
  Pott’s Disease
  Arthritis
  Osteomyelitis (non-vertebral)
  Epidural Abscess
 Psoas Abscess
60
TB: Skeletal Manifestations
In order of prevalence:
  Pott’s Disease
Our Patient: Pott’s Disease
  Arthritis
  Osteomyelitis (non-vertebral)
  Epidural Abscess
 Psoas Abscess
MRI, T-spine, Sagittal, T2
61
TB: Skeletal Manifestation
In order of prevalence:
Companion Patient 8: TB Hip Arthritis
  Pott’s Disease
  Arthritis
  Osteomyelitis (non-vertebral)
  Epidural Abscess
 Psoas Abscess
Hip> ankle> elbow> wrist > shoulder
Singh, et.al
62
TB: Skeletal Manifestations
In order of prevalence:
  Pott’s Disease
Companion Patient 9: Chest Wall TB- Osteomyelitis
  Arthritis
  Osteomyelitis
  Epidural Abscess
 Psoas Abscess
Ribs, skull, phalanx, pelvis, long bones
Grover et.al
63
TB: Skeletal Manifestations
In order of prevalence:
  Pott’s Disease
Companion Patient 10: TB Psoas Abscess
  Arthritis
  Osteomyelitis (non-vertebral)
  Epidural Abscess
 Psoas Abscess
CT Abdomen, Axial, C+
Worry about tracking down into groin
Golden et.al
64
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
65
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
66
Differential
 At this point:
-HA, n/v  Ring enhancing lesions on
MRI
-Back pain  Enhancing mass in T12
vertebral body
-Night sweats, weight loss
-Positive PPD, with hx of BCG vaccine
67
Differential
 At this point:
-HA, n/v  Ring enhancing lesions on
MRI
-Back pain  Enhancing mass in T12
vertebral body
-Night sweats, weight loss
-Positive PPD, with hx of BCG vaccine
Our Narrowed DDX:
TB
Endocarditis
Neoplastic (Lymphoma)
Infectious, other
68
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
69
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
70
Results: CHEST
What would you start with?
Chest XR
If positive findings
Chest CT
71
Results: CHEST XR
Our Patient: Initial CXR AP
Right apical nodular opacities
Our Patient: Initial CXR Lateral
PACS, BIDMC
72
Results: CHEST CT
Our patient: Initial Chest CT
Right posterior apical cavitary lesion
PACS, BIDMC
73
TB: Pulmonary Findings
LESIONS: NON-SPECIFIC
Undetectable
Focal Infiltrates
Lobar Infiltrates
CAVITATION *rare in primary
Caseating Granuloma
Abscess
Miliary Nodules
Jones, et al
74
TB: Pulmonary Findings
LESIONS: NON-SPECIFIC
Undetectable
Focal Infiltrates
Lobar Infiltrates
CAVITATION *rare in primary
Caseating Granuloma
Abscess
Miliary Nodules
LOCATION OF LESIONS:
Primary Infection: Anywhere, Middle
and Lower
Reactivation: Apical and posterior
segments of upper lobe or upper
segments of lower lobe
Jones, et al
75
TB: Pulmonary Findings
LESIONS: NON-SPECIFIC
LYMPH NODES:
Undetectable
Ghon Lesion: Calcified parenchymal
tuberculoma
Ranke: Ghon Lesion + Calcified ipsilateral
draining lymph node
Focal Infiltrates
Lobar Infiltrates
CAVITATION *rare in primary
Caseating Granuloma
Abscess
Miliary Nodules
Companion Patient 11:
Ghon Lesion and Ranke
CompleX
LOCATION OF LESIONS:
Primary Infection: Anywhere, Middle
and Lower
Reactivation: Apical and posterior
segments of upper lobe or upper
segments of lower lobe
CT chest, Axial, C-
CT chest, Axial, C+
Costa, et al
76
Radiologic Evaluation
OVERVIEW:
1. Image the BRAIN
-MRI Review
-Results
-CNS Manifestations of TB
-Differential
2. Image the SPINE
-Results
-MSK Manifestations of TB
-Differential
3. Image the CHEST
-Findings
-Expected findings with TB
77
FINAL DIAGNOSIS
Needle
Our patient: CT – Guided T12 Biopsy
CT Abdomen, Axial, C-
CT Abdomen, Axial, C-
SPUTUM SAMPLE
Acid Fast Bacilii - Mycobacterium TB confirmed by NAAT
PACS, BIDMC
78
TREATMENT
“RIPE” Therapy:
Rifampin
Isioniazid
Pyrazinamide
Ethambutol
+
Moxifloxacin and IV Amikacin
For drug resistant TB, common in Tanzania
+
Dexamethasone
79
TREATMENT
Our patient: Initial CXR AP
PACS, BIDMC
Our patient: CXR 2 weeks s/p therapy
80
Patient X did well on the therapy outlined above. His HA, N/V, and back pain
all resolved early after initiation of therapy. His imaging, as seen above,
continued to improve accordingly.
After a long hospitalization, he was discharged home on antibiotics and a
dexamethasone taper. He had outpatient follow up scheduled at TB Clinic and
with Infectious Disease.
Our patient was found to be HIV negative and appeared otherwise
immunocompetent, without any known exposures to TB. The etiology of his
reactivation vs primary TB infection thus remains unclear.
81
Acknowledgements:
Gillian Lieberman, MD
Jennifer Steinkeler, MD
Komal Talati, MD
82
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8. Leonard, John et al. Central Nervous System Tuberculosis. UpToDate. 2013. Available: www.uptodate.com/contents/
central-nervous-system-tuberculosis?
9. McDonald, Malcolm et al. Skeletal Tuberculosis. UpToDate. 2013. Available: www.uptodate.com/skeletal_tuberculosis
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http://www.urmc.rochester.edu/libraries/courses/neuroslides04/other.cfm
83
References cont…
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