Making Hope A Reality bluebird style. November, 2017 Nasdaq : BLUE

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Making Hope A Reality bluebird style November, 2017 Nasdaq : BLUE 1

Forward Looking Statements These slides and the accompanying oral presentation contain forward-looking statements and information. The use of words such as may, might, will, should, expect, plan, anticipate, believe, estimate, project, intend, future, potential, or continue, and other similar expressions are intended to identify forward-looking statements. For example, all statements we make regarding the initiation, timing, progress and results of our preclinical and clinical studies and our research and development programs, our ability to advance product candidates into, and successfully complete, clinical studies, and the timing or likelihood of regulatory filings and approvals are forward looking. All forward-looking statements are based on estimates and assumptions by our management that, although we believe to be reasonable, are inherently uncertain. All forward-looking statements are subject to risks and uncertainties that may cause actual results to differ materially from those that we expected. These statements are also subject to a number of material risks and uncertainties that are described in our most recent quarterly report on Form 10-Q, as well as our subsequent filings with the Securities and Exchange Commission. Any forward-looking statement speaks only as of the date on which it was made. We undertake no obligation to publicly update or revise any forward-looking statement, whether as a result of new information, future events or otherwise, except as required by law. 2

Our Vision: Make Hope a Reality BLUE MOJO OUR PATIENTS OUR PEOPLE TRUE BLUE 3

Neuroimaging outcomes demonstrate halting of disease progression after Lenti-D treatment 15/17 patients (88%) alive and MFD-free at 24 months follow-up Exceeds pre-determined efficacy benchmark for the study MFD-free survival in 13/15 (76%) Safety profile consistent with autologous transplantation No GvHD, no graft rejection Two patients did not meet primary endpoint: Patient 2016: Withdrew due to radiographic progression, later underwent allogeneic transplant; subsequently died from complications of allo Patient 2018: Rapid disease progression early in the study; developed severe disabilities from CALD progression; died from complications unrelated to Lenti-D 4

World-class Gene Therapy Platform and Integrated Global Capabilities T H E G E N E T H E R A P Y P R O D U C T C O M P A N Y Patient Impact 2 + 2 + Products Programs Nearing 4 + Additional Programs on the Market Commercialization in the Clinic 5

bluebird Pipeline Overview COLLABORATORS * *Development led by Boston Children s Hospital 6

How Do We Get There? LentiGlobin, TDT Update Data, Execution and Development in 2017 CRB-401 Study Data (bb2121) @ ASCO @ EHA LentiGlobin, TDT and SCD Update @ ASH File Next Generation BCMA IND (bb21217) DATA DEVELOPMENT Lenti-D CALD Update @CNS EXECUTION Advance & Further Validate Gene Editing Platform Initiate HGB-212 Study of LentiGlobin Confirm LentiD, CALD Clinical/ Regulatory Path Preparations for TDT EU MAA Filing 7 7

ASH 2017: 11 Abstracts Accepted Across the Pipeline TDT SCD Multiple Myeloma (MM) Other HGB-207 (Northstar-2) non-β 0 /β 0 genotypes using refined manufacturing process HGB-204 (Northstar) update on all genotypes HGB-206 2 patients treated under updated protocol Plerixafor Mobilization safety and cell processing in patients in HGB-206 CRB-401 Update on anti-bcma CAR T bb2121 in patients with relapsed/refractory MM 5 preclinical presentations shmir (SCD) megatal gene editing (2) Immuno-Oncology (2) HGB-205 HGB-205 Update on SCD patients 8

ASH 2017: 11 Abstracts Accepted Across the Pipeline TDT SCD Multiple Myeloma (MM) Other HGB-207 (Northstar-2) non-β0/β0 genotypes using refined manufacturing process HGB-204 (Northstar) update on all genotypes HGB-206 2 patients treated under updated protocol Plerixafor Mobilization safety and cell processing in patients in HGB-206 CRB-401 Update on anti-bcma CAR T bb2121 in patients with relapsed/refractory MM 5 preclinical presentations shmir (SCD) megatal gene editing (2) Immuno-Oncology (2) HGB-205 HGB-205 Update on SCD patients 9

Transfusion Dependent β-thalassemia Nasdaq : BLUE 10

Transfusion-Dependent Thalassemia HGB-204 Primary basis of EU filing Original manufacturing process All genotypes HGB-205 Basis of EU filing (with Northstar) Original manufacturing process HGB-207 Basis of US filing Refined manufacturing process non-β 0 /β 0 genotypes HGB-212 β 0 /β 0 genotypes Refined manufacturing process Study initiation planned in 2017 11

Northstar (HGB-204) Update Non-β 0 /β 0 (n=10) β 0 /β 0 (n=8) Transfusion free > 12 months (median 27.1 months; range 12.5 35.2 months) Hb level: 9.3 13.7 g/dl HbA T87Q level: 3.6 9.6 g/dl 8 patients 2 patients Transfusion free > 12 months Hb level: 9.0 and 10.2 g/dl HbA T87Q level: 8.2 and 6.8 g/dl 2 patients 6 patients Annual transfusion volumes reduced by 30% and 94% Received lowest DP VCNs (0.3/0.4) Annual transfusion volumes reduced by 63% (median) Safety profile consistent with autologous transplantation Data as of June 2017 12

Northstar-2: EHA Data Showed the Promising Impact of the Refined Manufacturing Process Vector copy number (VCN) in drug product Proportion of CD34+ cells transduced HbA HbE HbA 2 HbF HbA T87Q DP VCN 5 4 3 2 1 median 3.0 median 0.7 vector positive (% ) 100 80 60 40 20 median 77% median 32% * Hem oglobin Concentration (g/dl) 16 14 12 10 8 6 4 2 N o rth s ta r-2 P a tie n t 1 13.3 4.8 7.1 9.5 0 H G B -204 H G B -207 0 H G B -204 H G B -207 0 M onth 2 M onth 3 M onth 6 Last RBC transfusion: Day 33 * Samples from EU manufacturing pending vector positive analysis 13

TDT Registration Strategy General agreement with EU & US regulators on the registration path for LentiGlobin BB305 for the treatment of transfusion-dependent β-thalassemia EU Pursue CONDITIONAL APPROVAL in patients with non-β 0 /β 0 genotypes on the basis of data from ongoing Northstar (HGB-204) & HGB-205 studies, as well as available data from Northstar-2 (HGB-207) study ADAPTIVE PATHWAYS PRIME US Pursue approval in adults and adolescents with non-β 0/ β 0 genotypes based on data from ongoing pivotal HGB-207 trial Pediatric population to be included as a cohort of HGB-207, rather than separate study Submission for approval in β 0/ β 0 patients to be based on planned HGB-212 study BREAKTHROUGH THERAPY DESIGNATION ORPHAN DRUG DESIGNATION 14

Severe Sickle Cell Disease Nasdaq : BLUE 15

Understanding the Biology of SCD: Manufacturing and Protocol Improvements 12 VCN drop from drug product to peripheral blood in HGB-206 2.5 Hypoxic, inflamed marrow Pre-harvest transfusions to reduce marrow inflammation, hypoxia 1204 Hb (g/dl) 10 8 6 4 2 48% Vector copy number (VCN; per diploid genome) 2.0 1.5 1.0 0.5 Inadequate myeloablation Low yield harvest Poor transduction Increased exposure to myeloablative agent Additional changes to manufacturing process to increase cell dose Refined manufacturing process 0 1204 1204 M30M HbA T87Q 0.0 DP VCN Peripheral VCN (at last m easurem ent) Apheresis (vs. bone marrow harvest) Utilize Plerixafor for mobilization and collection Data as of Sept 9, 2016 [HGB-205] and Nov 9, 2016 [HGB-206] 16

Evolution of LentiGlobin in SCD New Early Data from Patients in Group B and Group C Group A Group B Group C HGB-206 Process 1 HGB-205 (Patients 1204, 1207, 1208) HGB-206 Updated Protocol Planned Cell Source Shift HGB-206 (Apheresis) Transfusions (Pre-Treatment) No Yes Yes Yes Conditioning Low/Med High High High Total Cell Dose Low Medium Medium High Transduction (VCN & % Transduced) Low Medium High High CD34 Phenotype (CD34 Hi %) Medium Medium Medium Cell Source: Bone Marrow High Cell Source: Apheresis (Apheresis simplifies cell harvest and facilitates higher cell doses) 17

HGB-205 Show Impact of Transfusions, Optimized Conditioning In Vivo VCN HbA T87Q 4 6.0 2 4.0 1 2.0 VCN 0.5 0.25 0.125 HbA T87Q (g/dl) 1.5 1.0 0.0625 0.5 0.03125 DP VCN in vivo VC N 0.0 1 2 3 6 (at last m easurem ent) M onths Post DP Infusion 18

Group B: Early Data Indicates Impact of Process and Protocol Changes Drug Product VCN % Cells Transduced 5 100% 4 1312 80% DP VCN 3 2 1313 % vector positive 60% 40% 1 0 HG B-206 HG B-206 Refined manufacturing Original manufacturing 20% 0% HG B-206 HG B-206 Group A Group B Group A Group B 19

Group B: Early Data Indicates Impact of Process and Protocol Changes In Vivo VCN HbA T87Q 8 6.0 4 4.0 2 2.0 VCN 1 0.5 0.25 0.125 HbA T87Q (g/dl) 1.5 1.0 0.0625 0.5 0.03125 DP VCN* P e rip h e ra l V C N (at last m easurem ent) 0.0 1 2 3 6 M onths Post DP Infusion *Mean DP VCNs used for patients with >1 DP lot HbA T87Q not available for patient 1312 at time of data cut 20

Cell Phenotyping Suggests Mobilization with Plerixafor May Yield Better Cell Dose 100% DIM = low expression of CD34+ 90% 80% 70% 60% 50% 40% DIM = low expression of CD34+ CD34 dim cells Express low levels of CD34 Less likely to be primitive stem cells 30% 20% 41% 5X 10% 0% BMH 8% Apheresis mean DIM Cells Plerixafor mobilized cells have 5-fold fewer CD34 dim cells than bone marrow harvested cells; suggests higher quality cell dose may be obtained 21

Multiple Myeloma Nasdaq : BLUE 22

Multiple Myeloma Development BCMA Targeted CARs (Chimeric Antigen Receptors) bb2121 CRB-401 Relapsed/refractory MM patients Escalation complete; expansion ongoing Pivotal start EOY 2017 / Early 2018 (Celgene) bb21217 CRB-402 Fast follower program extend durability Product design identical to 2121 Manufactured in presence of PI3Ki 23

CRB-401 Open-label Phase 1 Clinical Study of bb2121 3 + 3 Dose Escalation Followed by Expansion Cohort Escalation R/R MM 3 prior lines of therapy (incl. PI & imid) or double refractory (n=21) Measurable disease & 50% BCMA expression Adequate bone marrow, renal and hepatic function Expansion Dose 150-450 x 10 6 No restrictions on BCMA expression levels N = ~20 patients 18 patients evaluated as of May 4, 2017 First patient treated Sept. 13, 2017 24

CRB-401: All bb2121 Patients in Active Dose Cohorts Achieved an Objective Response, Duration up to 54 Weeks 15/21 (71%) with cytokine release syndrome (CRS) 2 patients with Grade 3 CRS that resolved in 24 hours 4 patients received tocilizumab, 1 (Grade 2 CRS) with steroids CRS grade does not appear related to tumor burden CRS-related symptoms mostly Grade 1-2 No Grade 3/4 neurotoxicity High tumor burden (>50% bone marrow involvement) Includes unscheduled assessments. Data as of May 4, 2017 25

Fast Follower BCMA Program Study Actively Enrolling bb21217 CRB-402 Goal improve durability Product design identical to 2121 Manufactured in presence of PI3Ki T N Cell T SCM Cell T CM Cell T EM Cell T EFF Cell T Cell Plasticity Self Renewal Long Lived Goal = Shift Left Terminally Differentiated No Self Renewal Short Lived 26

Additional Clinical Study Data to be Presented at ASH HGB-204 HGB-205 HGB-207 Updated results in TDT using original manufacturing, including durability and transfusion-free time Longer-term follow up on TDT and SCD Updated data on 3 patients with TDT seen at EHA; early data from additional patients HGB-206 Longer follow up on two Group B patients shown today; DP VCN data from patients in Group C at ASH CRB-401 Additional ~6 months follow up on anti-bcma CAR T therapy bb2121 in patients with R/R multiple myeloma reported at ASCO Investor Event at ASH Sunday, December 10 @ 8:00 pm ET Omni Atlanta Hotel Birch Room Event to be webcast 27

Go TRUE BLUE We Must Make Hope a Reality 28