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(1)

ALTISSIMO Full-Data Analysis 12-Month Treatment Phase

Conference Call

May 12, 2021

(2)

Forward-Looking Statements

2

Any reproduction or distribution of this presentation, in whole or in part, without the prior consent of Graybug Vision, Inc. is prohibited.

These slides and the accompanying oral presentation contain forward-looking statements within the meaning of the “safe harbor” provisions of the Private Securities Litigation Reform Act of 1995, including, but not limited to statements regarding our clinical pipeline, our ability to identify a partner to advance the development of GB-102 for wet AMD, the timing or results of our interactions with regulatory agencies, our ability to advance GB-102 or any future product candidate through preclinical or clinical development, our ability to timely secure a partner to fund further development of GB-102 on reasonable terms if at all, our ability to achieve our anticipated milestones within the timing outlined above or at all, our ability to conduct planned operations within the evolving constraints arising from the COVID-19 pandemic, our operating results and cash positions, and the timing, costs, and results of our clinical trials.

Any statements contained herein or provided orally that are not statements of historical fact may be deemed to be forward-looking statements. In some cases, you can identify forward-looking statements by such terminology as ‘‘believe,’’ ‘‘may,’’ ‘‘will,’’ ‘‘potentially,’’ ‘‘estimate,’’ ‘‘continue,’’ ‘‘anticipate,’’ ‘‘intend,’’

‘‘could,’’ ‘‘would,’’ ‘‘project,’’ ‘‘plan,’’ ‘‘expect’’ and similar expressions that convey uncertainty of future events or outcomes, although not all forward-looking statements contain these words.

You should not place undue reliance on forward-looking statements, as these statements are based upon our current expectations, forecasts, and

assumptions and are subject to significant risks and uncertainties that may cause our actual activities or results to differ significantly from those expressed in any forward-looking statement, including risks and uncertainties described under the heading “Risk Factors” in our annual report on Form 10-K for the year ended December 31, 2020, and the other reports we file from time to time with the Securities and Exchange Commission.

We undertake no obligation to update publicly any forward-looking statements for any reason after the date of this presentation to conform these statements to actual results or to changes in our expectations or circumstances, except as required by law. Although we believe the expectations reflected in such forward-looking statements are reasonable, we can give no assurance that such expectations will prove to be correct. Accordingly, you are cautioned not to place undue reliance on these forward-looking statements.

(3)

Today’s Presenters

✓ Novartis

Worldwide Head Ophthalmology

✓ Alcon

Global Franchise Head Pharmaceuticals

✓ Led extension of Novartis ophthalmology pipeline:

Encore Vision, Lubricin®, Luxturna®, Xiidra®

✓ Novartis

VP and Global Head, Clinical Development and

Therapeutic Area Head, Ophthalmology

✓ Ophthalmologist from Moorfield’s Eye Hospital, UK

✓ Ocular immunologist from Schepens Eye Research Institute, a Harvard affiliated institute

Fred Guerard PharmD, CEO

Parisa Zamiri MD, PhD, CMO

(4)

GB-102 Phase 2b trial in wet AMD (ALTISSIMO)

*6 patients withdrew for reasons unrelated to their treatment

4

Extension study to provide information on GB-102 1mg beyond month 12 Primary endpoint: time to first use of additional supportive therapy

Monitoring Visit

Population

nAMD ≤ 18 months

≥ 3 prior anti-VEGF injections

Response to treatment

Anti-VEGF ≤ 21 days

20/20 - 20/200 Endpoints

Time to first rescue

BCVA

CST (OCT)

Adverse events

(5)

Overall, GB-102 1 mg was safe and well tolerated

No drug-related serious adverse events

No Treatment Emergent Adverse Events (study eye or non-ocular) leading to drug discontinuation

No adverse event requiring surgical intervention

No vision-threatening inflammation or increase in intraocular pressure

Majority of drug-related adverse events were mild to moderate

Medication was detected in the anterior chamber (AC) in 7.8% of GB-102 1 mg injections, a 79% reduction from ADAGIO

(6)

Optimization of manufacturing process led to 79% reduction in frequency of presence of medication in anterior chamber compared to ADAGIO

Drug-related TEAE (Study Eye) aflibercept (N = 13)

GB-102 1mg/1mg (N = 21) [BL-6/6-12]*

Product residue present in AC 0 3 [2/1]

Vitreous floaters 0** 5 [5/1]

Product residue in the vitreous 0 1 [1/0]

Iritis 0 4 [2/3]

Uveitis 0 1 [0/1]

Vitritis 0 1 [0/1]

Vision blurred 0 1 [0/1]

Visual acuity reduced 0 2 [0/2]

Visual impairment 0 1 [1/0]

Retinal haemorrhage 0 1 [1/0]

*Some patients experienced the same AE during both 6 months period

**There were 2 cases of floaters in aflibercept group that were deemed not related

6

(7)

Median Time to Additional Supportive Therapy for GB-102 1 mg: 5 months

Time to additional supportive therapy

GB-102 1mg 1M 2M ≥3M ≥4M ≥5M ≥6M

Dose 1 10% 10% 81% 57% 48% 43%

Dose 2 25% 31% 44% 44% 38% 31%

129-001 133-001 146-001 153-003

154-001 158-001 164-001 164-002

164-004 164-005

164-006 165-002

166-001 167-001 169-001

186-003

191-002 192-001 192-003 201-001

201-004

≤ 3MD

4-5 M 6-7 M

≥ 8M

After 1strescue Duration:

D

Scheduled dosing

Rescued solely due to BCVA Rescued solely due to CST Rescued due to BCVA and CST

Rescued, but no criteria met Dosing:

0 1M 2M 3M 4M 5M 6M 7M 8M 9M 10M 11M 12M

Early Exit

(8)

Treatment burden reduced by 58% while CST and BCVA was maintained

8

0 10 20 30 40 50 60 70 80 90 100

Mean BCVA (+/-SD)

Study Month 0

50 100 150 200 250 300 350 400 450 500

Mean CST (+/-SD)

Injections per Year (GB-102 Arm) Mean prior anti-VEGF: 10.2 Mean on-trial anti-VEGF: 4.2

Pre-enrollment 0 2 4 6 8 10 12

Mean pre-enrollment CST: 281.9 ± 53.1 Mean Month 12 CST: 250.4 ± 95.9

Mean pre-enrollment BCVA: 59.90 ± 16.73 Mean Month 12 BCVA: 59.2 ± 19.65

(9)

Control of CST with GB-102 1 mg given every 6 months was similar to that of bi-monthly aflibercept

100 150 200 250 300 350 400 450

0 1 2 3 4 5 6 7 8 9 10 11 12 13

Mean (+/-SD)

Trial Month

GB-102 1mg/1mg q 6 Months Aflibercept 2mg q 2 Months

Time Frame GB-102 1mg/1mg Mean (SD)

aflibercept Mean (SD) Change from Baseline at M6 44.3 (82.2) 19.3 (22.5) Change from Baseline at M12 44.2 (79.6) 11.7 (21.1)

(10)

BCVA trended lower in GB-102 1 mg given every 6 months as compared with bi-monthly aflibercept — high standard deviation driven by 6 patients

30 40 50 60 70 80 90 100

0 1 2 3 4 5 6 7 8 9 10 11 12 13

Mean (+/-SD)

Study Month

GB-102 1mg/1mg q 6 Months Aflibercept 2mg q 2 Months

10

Time Frame GB-102 1mg/1mg Mean (SD)

aflibercept Mean (SD) Change from Baseline at M6 -5.7 (14.7) 2.3 (5.1) Change from Baseline at M12 -11.5 (15.2) 1.1 (7.8)

(11)

Mean BCVA Letter Changes

@Baseline M1-12 @M12*

Aflibercept 0.0 1.8 1.1

All GB-102 1mg 0.0 (7.4) (11.5)

Subgroup of 6 0.0 (18.8) (24.2)

Subgroup of 14 0.0 (2.7) (6.0)

All GB-102 vs. aflibercept 0.0 (9.3) (12.5)

Best 14 vs. aflibercept 0.0 (4.5) (7.1)

Median BCVA Letter Changes

@Baseline M1-12 @M12

Aflibercept 0.0 1.0 1.0

All GB-102 1mg 0.0 (5.5) (8.5)

Subgroup of 6 0.0 (12.5) (21.0)

Subgroup of 14 0.0 (1.0) (1.5)

All GB-102 vs. aflibercept 0.0 (6.5) (9.5)

Best 14 vs. aflibercept 0.0 (2.0) (2.5)

*M1-12 is the median of the medians BCVA loss across those visits

Opportunity to optimize clinical trial design and using enhanced formulation to deliver similar BCVA results to aflibercept

6 patients adversely impacted mean BCVA

(12)

192-003 192-001 201-001 164-002

169-001 165-002 153-003 186-003 146-001 167-001

GB-102 1 mg reduced injection frequency of the top 10 patients by 72%

Average # of injection/year prior to BL = 9.1 Average # of injection/year on trial = 2.5

-22M -20M -18M -16M -14M -12M -10M -8M -6M -4M -2M 0 2M 4M 6M 8M 10M 12M

≤ 3MD

4-5 M 6-7 M

≥ 8M

After 1strescue Duration:

Scheduled dosingD

Rescued solely due to BCVA Rescued solely due to CST

Rescued, but no criteria met Dosing:

Pre-enrollment anti-VEGF injections

12

(13)

Pre-enrollment 0 2 4 6 8 10 12

GB-102 1 mg controlled CST of top 10 patients whilst reducing magnitude of fluctuations over 12 months by 33%

100 200 300 400

Mean (+/-SD)

Study Month

GB-102 1mg pre-enrollment Aflibercept pre-enrollment GB-102 1mg/1mg Aflibercept 2 mg

Time Frame GB-102 1mg/1mg Mean (SD)

aflibercept Mean (SD) Change from Baseline at M6 12.6 (20.0) 19.3 (22.5) Change from Baseline at M12 38.9 (45.1) 11.7 (21.1)

(14)

GB-102 1mg provided top 10 patients with BCVA control within non- inferiority margin* to aflibercept

14

30 40 50 60 70 80 90 100

Mean (+/-SD)

Study Month

GB-102 1mg pre-enrollment Aflibercept pre-enrollment GB-102 1mg/1mg Aflibercept 2 mg

Pre-enrollment 0 2 4 6 8 10 12

Time Frame GB-102 1mg/1mg Mean (SD)

aflibercept Mean (SD)

Change from Baseline at M6 2.1 (5.6) 2.3 (5.1) Change from Baseline at M12 -1.4 (6.5) 1.1 (7.8)

*ALTISSIMO not powered to demonstrate non-inferiority

(15)

Subject ID: XXX-XXX Demographic: 66/F/W Lesion type: Minimally classic, CNV Treatment/Study Eye: 1.0 mg GB-

102/OS Prior Injections: 7 Relevant Medical History: nAMD (OS),Cataract (OU), Dry AMD (OU), PVD (OU)

M 7 M 8 M 9 M 10M 10 M 11 M 12

M 11 M 12

M1

Baseline W 2 M 1 M 2M 2 M 4M 3 M 5M 4 M 5M 5

Screening Baseline W 2 M 1 M 2 M 3 M 4

M 9

Screening Baseline W 2 M 1 M 2 M 3 M 4 M 5

M 6 M 7 M 8 M 9 M 10 M 11

Screening Baseline W 2 M 1 M 2 M 3 M 4 M 5

M 7 M 8 M 9 M 10 M 11 M 12

Baseline W 2 M 1 M 2 M 3 M 5

M 6 M 8 M 9 M 11

Screening Baseline

0 10 20 30 40 50 60 70 80 90

50 100 150 200 250 300 350 400 450 500 550

-9.0 -8.0 -7.0 -6.0 -5.0 -4.0 -3.0 -2.0 -1.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 10.0 11.0 12.0

BCVA

CST

IOP

Iritis (start at M 9 and End at M 10)

*

Screening Baseline W 2 M 1 M 2 M 3 M 4 M 5

M 6 M 7 M 8 M 9 M 10 M 11 M 12

(16)

Actionable Findings from ALTISSIMO

Capitalize on good anatomical control and increase probability of success

16

Variable ALTISSIMO Action

Duration 48% of patients reached 6 Months Refining criteria could reduce rescues by >50%

Reduction in BCVA primarily driven by subgroup of six patients

Two hard-to-treat patients Tighten inclusion criteria

Two treatment-unrelated AEs Larger study will distribute these patients evenly

Two events of particle dispersion Optimized formulations should improve behavior

Reconstitution /

Injection Procedure Inconsistent aggregation Faster aggregating microparticles or implants will reduce injection technique variability

(17)

ALTISSIMO Summary

First IVT treatment to demonstrate 6-month duration for half of patients in controlled trial

Safety and tolerability of GB-102 1 mg established

Efficacy of sunitinib demonstrated by anatomical control similar to Eylea

Lower trend in visual outcome is understood and can be addressed

Work on optimized formulations of GB-102 initiated in 2020

Prioritization of capital towards projects with potential for near-term catalysts

(18)

Thank You

18

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