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INRIX: Remote and Hybrid Work Shift Can’t Curb Congestion

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New York City (101 hours) topped the 2023 Global Traffic Scorecard, followed by Mexico City and London.Americans lost an average of 42 hours to congestion, up 11% from 2022, costing $733 per driver.Midday trips in the U.S. have increased 23% compared to 2019, with nearly as many trips taken at 12:00 PM as there are at 5:00 PM.Trip analysis indicates 10:00 AM to 4:00 PM is the new ‘9-to-5.’The most congested road in America was Orlando’s I-4 Westbound from Beachline Expressway to Western Beltway, followed LA’s I-5, I-95 in Stamford, and New York’s I-278.

KIRKLAND, Wash., June 25, 2024 /PRNewswire/ — Today, INRIX, Inc., a global leader in transportation data and analytics, released the 2023 Global Traffic Scorecard that identified and ranked congestion and commuting trends in nearly 1,000 cities, across 37 countries. New York City once again topped the global ranking, followed by Mexico City and London. U.S. cities held two spots in the top five and four in the top 10.

“Traffic congestion is both a bane and a barometer of economic health; it symbolizes bustling activity yet simultaneously hampers it,” said Bob Pishue, transportation analyst at INRIX. “Reflecting on 2023 and early 2024, the surge in traffic congestion in urban areas indicated a revival of economic hubbub post-COVID, but it also led to billions of dollars in lost time for drivers.” Despite signs of recovery, though, some aspects of the pandemic are sticking around. Pishue continued, “Although congestion is returning to pre-COVID levels, we’re seeing interesting changes in congestion patterns due to the lingering effects of the pandemic. The continuation of hybrid and remote work is creating new travel peaks from what we’ve seen previously.”

America’s Gridlock is Worse Than Ever
New York City is followed by Chicago (96 hours) and Los Angeles (89 hours) as the most congested cities in the United States. This is New York City’s second year in the top spot, despite a 4% reduction in overall congestion. The typical U.S. driver lost 42 hours to traffic congestion and lost $733 worth of time, up nearly $100 from last year.

Table 1: 10 Most Congested Urban Areas in the U.S.

2023 US
Rank
(2022
Rank)

Urban Area

2023
Delay
(2022)

Compared
to
Pre-
COVID

2023
Cost per
Driver

2023
Cost
per
City

Downtown
Speed 
(mph)

Q1 2024
vs Q1
2023

1 (1)

New York City, NY

101 (105)

11 %

$1,762

$9.1 B

11

-11 %

2 (2)

Chicago, IL

96 (87)

18 %

$1,672

$6.1 B

11

-8 %

3 (3)

Los Angeles, CA

89 (78)

-4 %

$1,545

$8.3 B

19

-5 %

4 (4)

Boston, MA

88 (78)

-1 %

$1,543

$2.9 B

10

-10 %

5 (6)

Miami, FL

70 (66)

18 %

$1,219

$3.1 B

14

-1 %

6 (5)

Philadelphia, PA

69 (67)

2 %

$1,209

$2.9 B

11

-9 %

7 (8)

Washington, DC

63 (52)

-9 %

$1,095

$2.7 B

11

-4 %

8 (7)

Houston, TX

62 (55)

1 %

$1,082

$3.2 B

17

-1 %

9 (9)

Atlanta, GA

61 (51)

-3 %

$1,066

$2.6 B

16

-4 %

10 (12)

Seattle, WA

58 (46)

-11 %

$1,010

$1.6 B

17

-1 %

In addition to being the most congested urban area, New York City saw a staggering 13% increase in downtown trips in 2023 compared to 2022, followed by Atlanta, Philadelphia, and Washington D.C. (7%). Nine out of 10 of the United States’ largest metros saw a year-over-year increase in downtown trips. Trip analysis also revealed the traditional 9-to-5 workday has transformed into to a new 10-to-4 schedule. The shift in off-peak commuting and workday hours are likely fueled by the continued prevalence of remote and hybrid work.

A New Midday Rush Hour
The uptick in congestion comes alongside the emergence of a new phenomenon: the midday rush hour. As Graph 1 illustrates, morning hourly commute trips in 2023 were down about 12% compared to 2019 and the PM peak (3-6 PM) was down just 9%. However, average hourly traffic during the midday was up an astonishing 23%, a trend that has continued to remain since 2020.

Overall, the data shows that per hour, nearly the same number of trips start during the midday as the evening commute period, typically the most congested period of the day.

The Most Congested Corridors in the U.S.
Across the United States, traffic delays on the busiest corridors have generally improved since 2022. Notably, the highest peak delay in 2023 was 2.5 hours less than the peak delay in 2022. A striking example of changing patterns is the I-4 in Orlando, Florida, which surged from 10th place in 2022 to the top in 2023. During peak hours, drivers lost 31 minutes on the I-4 westbound, on par with Los Angeles’ notorious I-5 congestion.

In Stamford, Connecticut, the I-95 corridor demonstrated significant congestion in both directions, earning it the third and fourth spots on the list of most congested U.S. corridors. Northbound travelers on the 30-mile stretch of I-95 lost an average of 29 minutes daily, while those heading southbound faced a slightly lower but still substantial delay of 28 minutes each day.

Table 1: 10 Most Congested U.S. Roads in 2023

Rank

Urban Area

Road Name

From

To

Peak Hour

2023 Peak
Minutes
Lost

2023
Hours
Lost

1

Orlando, FL

I-4 W

Beachline Expy

Western Bltwy

5:00 PM

31

124

2

Los Angeles, CA

I-5 S

I-10

I-605

5:00 PM

31

122

3

Stamford, CT

I-95 N

Sherwood Isl Conn

Warren St

4:00 PM

29

116

4

Stamford, CT

I-95 S

Compo Road S

Indian Field Rd

8:00 AM

28

111

5

New York, NY

I-278 W

I-495

Tillary St

4:00 PM

21

82

6

Miami, FL

I-95 N

NW 46th St

NW 151st St

5:00 PM

20

82

7

Boston, MA

I-93 S

Zakim Bridge

Pilgrim’s Hwy

3:00 PM

20

81

8

Baton Rouge, LA

I-10 E

N Lobdell Hwy

I-12

4:00 PM

17

70

9

Stamford, CT

I-95 N

Indian Field Rd

Compo Road S

5:00 PM

17

68

10

Chicago, IL

I-94 E

I-290

I-57

4:00 PM

17

66

Congestion Climbs Worldwide
New York, Mexico City, London, Paris, and Chicago were the top five most congested urban areas in the Global Congestion Impact Ranking. Out of the top 100 ranked urban areas, 98 experienced more delay than in 2022, and in 71 areas, that delay grew by more than 10%. Just under half, however, have reached their 2019, pre-COVID level of delay.

Table 2: 10 Most Congested Cities in the World in 2023

 2023
 Impact
Rank 
(2022 Rank)

Urban Area

Country

2023 Delay
 per Driver
 (hours)

Change from
2022

Change
from Pre-
COVID

Downtown
Speed (mph)

Q1
2024
Change

1 (1)

New York City,
NY

USA

101

-4 %

11 %

11

-11 %

2 (4)

Mexico City

MEX

96

13 %

-11 %

12

-5 %

3 (2)

London

UK

99

2 %

3 %

10

-10 %

4 (3)

Paris

FRA

97

4 %

1 %

10

-3 %

5 (5)

Chicago IL

USA

96

10 %

18 %

11

-8 %

6 (6)

Istanbul

TUR

91

12 %

20 %

13

5 %

7 (7)

Los Angeles CA

USA

89

13 %

-4 %

19

-5 %

8 (8)

Boston MA

USA

88

14 %

-1 %

10

-10 %

9 (13)

Cape Town

ZAF

83

32 %

-10 %

12

7 %

10 (16)

Jakarta

IDN

65

33 %

-24 %

13

16 %

The Road to Combatting Congestion
Access to reliable data is the first step in tackling congestion. Applying big data to create intelligent transportation systems is key to solving urban mobility problems. INRIX data and analytics on mobility, traffic signals, parking and population movement help city planners and engineers make data-based decisions to prioritize spending to maximize benefits and reduce costs now and into the future.

The key findings of the INRIX 2023 Global Traffic Scorecard provide a quantifiable benchmark for governments and cities across the world to measure progress to improve urban mobility and track the impact of spending on smart city initiatives.

Please visit www.inrix.com/scorecard for:

Full 2023 Global Traffic Scorecard reportInteractive webpage with data and information for nearly 1,000 cities and 37 countriesComplete methodology

Notes to Editors:
Data Sources
INRIX aggregates anonymous data from diverse datasets – such as phones, cars, trucks and cities – that leads to robust and accurate insights. The data used in the 2023 Global Traffic Scorecard is the congested or uncongested status of every segment of road for every minute of the day, as used by millions of drivers around the world that rely on INRIX-based traffic services.

Data used to complete the 2023 Scorecard and Q1 Update spans more than 15 months. The Scorecard incorporated three years of historical data to provide a complete year-over-year comparison of congestion and mobility. A multi-year approach enables the identification of trends in the world’s largest urban areas and provides a basis for comparison.

Research Methodology
The 2023 Global Traffic Scorecard provides the most up-to-date methodology to better understand movement in urban areas across the world. The 2023 Scorecard continues to include travel delay comparisons, collision trends and last-mile speeds based on the unique commuting patterns within each metro area, yet the latest origin-and-destination patterns accommodate the latest commuting behavior shifts.

Commute times were calculated by looking exclusively at the time it takes to get to and from major employment centers within an urban area from surrounding commuting neighborhoods. Our newest methodology, updated for this Scorecard, more accurately estimates commute distance using actual, observed trips. In general, this has placed downward pressure on commuting delays versus prior Scorecards, as observed trips tended to be shorter than previously estimated.

These changes were run for the years 2019, 2022 and 2023, along with the Q1 Update provided in this document. Q1 update is a special update for this version of the Global Traffic Scorecard and measures the change in average peak period travel times between January-March 2024 and January-March 2023.
Economic costs are calculated based on the following hourly values of time, which were based on U.S. Federal Highway Administration’s Revised Departmental Guidance on Valuation of Travel Time for Economic Analysis, 2016.  Adjusted for inflation, the rates are the following: $17.45 per hour in the U.S., £9.12 per hour in the U.K. and 10.67 € per hour in Germany. Individual urban areas may have higher, or lower, values of time depending on local economic conditions.

The 2023 Scorecard values time lost by analyzing peak speed and free-flow speed data for the busiest commuting corridors and sub areas as identified by origin and destination patterns unique to that area. Total time lost is the difference in travel times experienced during the peak periods compared to free-flow conditions on a per driver basis. In other words, it is the difference between driving during commute hours versus driving at night with little traffic.

About INRIX
Founded in 2004, INRIX pioneered intelligent mobility solutions by transforming big data from connected devices and vehicles into mobility insights. For nearly two decades, INRIX has harnessed machine learning and artificial intelligence to deliver precise and actionable mobility data. This revolutionary approach enabled INRIX to become one of the leading providers of data and analytics into how people move. By empowering cities, businesses, and people with valuable insights, INRIX is helping to make the world smarter, safer, and greener. With partners and solutions spanning across the entire mobility ecosystem, INRIX is uniquely positioned at the intersection of technology and transportation – whether its keeping road users safe, improving traffic signal timing to reduce delay and greenhouse gasses, optimizing last-mile delivery, or helping uncover market insights. Learn more at INRIX.com.

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SOURCE INRIX, Inc.

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Topaz Labs announces its largest single release of AI models in company history with “Next-Gen” launch

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DALLAS, April 28, 2026 /PRNewswire/ — Topaz Labs, the AI image and video enhancement company, has announced four new image enhancement models and two video enhancement models across five applications. The collection of “Next-Gen” models offer powerful sharpening, denoising, and upscaling results to visual content. Image models included are Wonder 3, Denoise Max, Super Focus 3, and High Fidelity 3. For video, Starlight Precise 2.5 and Astra 2 were announced.

The collection of models offers powerful sharpening, denoising, and upscaling results to visual content.

“This is both the largest and most technically advanced set of models we’ve released in the company’s history,” says Eric Yang, CEO, Topaz Labs. “We launched Topaz NeuroStream earlier this year with the goal of enabling local rendering of complex models for more users. Without such technology, the complex, heavyweight AI models in today’s release would have been limited to cloud-only rendering, forcing users to pay per use and be reliant on internet connection. We believe local use is crucial to the future of AI in both professional and consumer use cases, and today’s release is a huge step.” 

Topaz NeuroStream is proprietary technology that reduces VRAM usage by up to 95% and allows exponentially more users on consumer-grade hardware to use AI models locally. A total of six Topaz models are now powered by NeuroStream.

Next-Gen Release Image Models 

Wonder 3: A magical, one-click sharpen, upscale, and denoise model for images.
Denoise Max: New standard for removing noise and grain in images.
Super Focus 3: Next-level sharpening model that brings subjects back from the blur.
High Fidelity 3: The newest model for upscaling high-res inputs like smartphone photos and RAW images.

All image models in this release are available in Topaz Photo desktop application and via API. Wonder 3 and Denoise Max are also available in Express, a web-based tool.

Next-Gen Release Video Models

Starlight Precise 2.5 (Local): Groundbreaking video model that brings out natural visual details with stunning results, with local availability in Topaz Video

Astra 2: The next generation of creative video upscaling that enhances clarity, richness, and visual complexity of videos by adding new detail.

Both highlighted video models are available via cloud rendering in Astra and API. Starlight Precise 2.5 (Local) can be found in the Topaz Video desktop application.

About Topaz Labs
Founded in 2005, Topaz Labs is a leader in AI-powered image and video enhancement. Its technology is used by 1.5 million customers, including 20 of the world’s top 50 companies. Known for industry-leading products like Topaz Photo, Topaz Video, Topaz Gigapixel, Astra and Bloom, the company continues to invest heavily in research and development, advancing the frontiers of imaging technology in collaboration with academic and industry partners.

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SOURCE Topaz Labs

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Dreame Technology Launches the L60 Series, Led by the Flagship L60 Pro Ultra

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New lineup brings industry-leading intelligence and full-home automation to a new generation of robot vacuums

SAN FRANCISCO, April 28, 2026 /PRNewswire/ — Dreame Technology, a leader in smart home innovation, today announced the L60 Series, a new lineup of four robot vacuums engineered for the full range of modern home environments. Built on a shared foundation of premium cleaning performance, intelligent navigation, and hands-free automation, the L60 Series is designed to meet the needs of every kind of household, from compact apartments to multi-story homes, and from single-surface layouts to complex mixed-flooring environments.

“The L60 Series represents exactly what Dreame stands for: powerful, intelligent cleaning that adapts to how people actually live,” said Ana Wang, CEO of Dreame Technology North America. “Whether you have a multi-story home, pets, mixed flooring, or low furniture, there’s an L60 built for your needs. Every model in the lineup delivers the core cleaning experience our customers expect from Dreame.”

Meet the L60 Series

The L60 Series is built around four distinct models, each tailored to a different home profile and cleaning priority:

L60 Pro Ultra — The Ultimate All-in-One. The flagship vacuum is purpose-built for large floor plans, multi-surface transitions, and complex terrain. Features the 3.46-inch ProLeap™ System, 35,000Pa Vormax™ Suction, Dual Omni-Scrub Mopping with Hot Water, and an industry-leading 6,400mAh PowerCore™ Battery.L60 Ultra — Precision Whole-Home Coverage. A balanced high-performer built around Dreame’s latest 2026 sensor technology and a 3.23in (82mm) ultra-thin design for precise navigation in low-light spaces and flawless cleaning under low-profile furniture. Includes AI-Enhanced 3D ToF Vision, 35,000Pa Vormax™ Suction, HyperStream™ Detangling DuoBrush 2.0, SmartDirt™ Detection, Pet-Friendly Care 5.0, and Matter, Apple Watch, and Home Screen Shortcut support.L60 Ultra PE (Performance Edition) — The Intelligent Step-Up. An upgraded everyday performer for homes that need an extra boost on hair pickup, with 30,000Pa Vormax™ Suction, the HyperStream™ Detangling DuoBrush, 3DAdapt™ Obstacle Avoidance, and Smart Pathfinder Technology with 220 object type recognition.L60 Ultra FE (Fine Edition) — The Essential Automated Choice. An entry-level powerhouse delivering the core promise of maintenance-free floor care, with 30,000Pa Vormax™ Suction, TriCut Brush 3.0, Dual Flex Arm Technology, and the full PowerDock™ automation experience.

A Shared Foundation of Premium Performance

Every model in the L60 Series shares a core set of capabilities that set a new baseline for modern robot vacuums, including:

212°F (100°C) ThermoHub™ Mop Self-Cleaning for hygienically clean mop pads after every cycle30,000–35,000Pa Vormax™ Suction across the lineup for powerful pickup on every surfaceDual Flex Arm Technology for adaptive side-brush and mop coverage in corners and along edgesMop Lifting for seamless transitions between hard floors and carpetAutomatic Solution Dispensing for consistent cleaning chemistry without manual refillsThe 8-in-1 PowerDock™ base station, which handles auto-empty, mop washing, hot-air drying, and solution management for truly hands-free operation

L60 Pro Ultra: The Flagship Experience, Redefined for Complex Homes

Leading the lineup is the L60 Pro Ultra, featuring select top-tier specifications optimized for large-scale layouts and complex terrains. It pairs the series’ most capable hardware with Dreame’s most advanced intelligence to deliver a seamless, one-stop cleaning experience that effortlessly tackles stubborn stains across expansive and complex home layouts.

At the heart of the Pro Ultra’s navigation advantage is the 3.46-inch ProLeap™ System, the lineup’s most capable obstacle-crossing system, paired with VersaLift Navigation for cleaning under low-clearance furniture. It is equipped with dual-laser 3D structured light, an AI RGB camera, and LED illumination, enabling it to recognize over 280 types of obstacles — for precise, real-time avoidance in any lighting condition.

The Pro Ultra delivers 35,000Pa Vormax™ Suction alongside the HyperStream™ Detangling DuoBrush, together extracting embedded debris, pet hair, and fine particles from every floor type without tangles or jams. Its Dual Omni-Scrub Mopping with Hot Water system pairs rotating mop pads with a Thermal Mop Pad and ThermoHub™ 212°F (100°C) Mop Self-Cleaning, while the AceClean™ DryBoard minimizes residue — eliminating grease, bacteria, and moisture that cold-water systems simply can’t address. An industry-leading 6,400mAh PowerCore™ Battery provides whole-home coverage on a single charge.

The Pro Ultra’s OmniDirt™ Detection Technology identifies high-soil areas and automatically triggers Mop Rewashing and Floor Remopping for a truly thorough result. Pet-Friendly Care 4.0 adds pet-aware detection and navigation, while Upgraded Intelligent Carpet Cleaning optimizes suction and mop behavior for mixed-flooring homes. Direct Voice Control and app control round out the experience for effortless day-to-day use.

Pricing and Availability

The Dreame L60 Series is available now through the Dreame website and Amazon (L60 Pro Ultra, L60 Ultra, L60 Ultra PE, L60 Ultra FE), with launch-offer pricing through the official website. Customers who purchase on dreametech.com receive a free accessory kit with their order.

L60 Pro Ultra — MSRP $1,399.99 | Launch Offer $1,259.99L60 Ultra — MSRP $1,299.99 | Launch Offer $1,169.99L60 Ultra PE — MSRP $1,099.99 | Launch Offer $879.99L60 Ultra FE — MSRP $999.99 | Launch Offer $749.99

For more information about the L60 Series, visit dreametech.com/pages/l60-series-robot-vacuum.

About Dreame Technology

Established in 2017, Dreame Technology is an innovative consumer product company focused on smart home cleaning appliances with the vision to empower lives through technology. Follow us on Facebook, Instagram, TikTok and Twitter. For more information, please visit https://www.dreametech.com/.

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SOURCE Dreame Technology

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Vanda Pharmaceuticals announces the publication of “Efficacy and Safety of Imsidolimab for Generalized Pustular Psoriasis” in NEJM Evidence

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WASHINGTON, April 28, 2026 /PRNewswire/ — Vanda Pharmaceuticals Inc. (Vanda) (Nasdaq: VNDA) today announced the publication of the original research article titled “Efficacy and Safety of Imsidolimab for Generalized Pustular Psoriasis” in New England Journal of Medicine (NEJM) Evidence1.

The findings of this pivotal phase III study are included in the Biologics License Application (BLA) for imsidolimab for the treatment of Generalized Pustular Psoriasis (GPP), submitted to the U.S. Food and Drug Administration (FDA) with a target action date of December 12, 2026.

References

Smieszek, S. et al. Efficacy and Safety of Imsidolimab for Generalized Pustular Psoriasis. NEJM Evidence 5, (2026). 

About Imsidolimab

Imsidolimab is a fully humanized IgG4 monoclonal antibody that inhibits IL-36 receptor signaling and is being developed for GPP, a rare orphan indication. Regulatory and patent exclusivity for imsidolimab is expected to extend into the late 2030s. Vanda holds an exclusive global license for the development and commercialization of imsidolimab from AnaptysBio (Nasdaq: ANAB).

About Vanda Pharmaceuticals

Vanda is a leading global biopharmaceutical company focused on the development and commercialization of innovative therapies to address high unmet medical needs and improve the lives of patients. For more on Vanda Pharmaceuticals Inc., please visit www.vandapharma.com and follow us on X @vandapharma.

CAUTIONARY NOTE REGARDING FORWARD-LOOKING STATEMENTS

Various statements in this press release, including, but not limited to statements regarding the anticipated timing of the completion of the FDA’s review of the imsidolimab BLA; Vanda’s plans to seek FDA approval of imsidolimab for the treatment of GPP; and the potential to extend regulatory and patent exclusivity for imsidolimab into the late 2030s, are “forward-looking statements” under the securities laws. All statements other than statements of historical fact are statements that could be deemed forward-looking statements. Forward-looking statements are based upon current expectations and assumptions that involve risks, changes in circumstances and uncertainties. Important factors that could cause actual results to differ materially from those reflected in Vanda’s forward-looking statements include, among others, the FDA’s ability to complete its review of, and reach a decision with respect to, the imsidolimab BLA by December 12, 2026; Vanda’s ability to obtain FDA approval of imsidolimab for the treatment of GPP; and Vanda’s ability to satisfy the conditions necessary to extend regulatory and patent exclusivity for imsidolimab into the late 2030s. Therefore, no assurance can be given that the results or developments anticipated by Vanda will be realized, or even if substantially realized, that they will have the expected consequences to, or effects on, Vanda. Forward-looking statements in this press release should be evaluated together with the various risks and uncertainties that affect Vanda’s business and market, particularly those identified in the “Cautionary Note Regarding Forward-Looking Statements”, “Risk Factors” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations” sections of Vanda’s most recent Annual Report on Form 10-K, as updated by Vanda’s subsequent Quarterly Reports on Form 10-Q, Current Reports on Form 8-K and other filings with the U.S. Securities and Exchange Commission, which are available at www.sec.gov.

All written and verbal forward-looking statements attributable to Vanda or any person acting on its behalf are expressly qualified in their entirety by the cautionary statements contained or referred to herein. Vanda cautions investors not to rely too heavily on the forward-looking statements Vanda makes or that are made on its behalf. The information in this press release is provided only as of the date of this press release, and Vanda undertakes no obligation, and specifically declines any obligation, to update or revise publicly any forward-looking statements, whether as a result of new information, future events or otherwise, except as required by law.

Corporate Contact:
Kevin Moran
Senior Vice President, Chief Financial Officer and Treasurer
Vanda Pharmaceuticals Inc.
202-734-3400
pr@vandapharma.com

Jim Golden / Jack Kelleher / Dan Moore
Collected Strategies
VANDA-CS@collectedstrategies.com

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SOURCE Vanda Pharmaceuticals Inc.

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